COMPOSITIONS AND METHODS FOR ENHANCING PRODUCTION OF A BIOLOGICAL PRODUCT

Abstract
The invention provides compositions and methods for producing a biological product from a host cell. In various embodiments, the biological product is a polypeptide, a metabolite, a nutraceutical, a chemical intermediate, a biofuel, a food additive, or an antibiotic. In one aspect, the invention provides for a method for producing a biological product from a host cell. The method generally comprises contacting the cell with a RNA effector molecule, a portion of which is complementary to a target gene, maintaining the cell in a large-scale bioreactor for a time sufficient to modulate expression of the target gene, wherein the modulation enhances production of the biological product from the cell, and isolating the biological product from the cell.
Description
REFERENCE TO SEQUENCES

The specification includes a Sequence Listing as part of the originally filed subject matter. The sequence listing for SEQ ID NOs 1 to 3,290,939 is provided herein in an electronic format on 4 compact discs (CD-R), labeled “CRF,” “COPY 1,” “COPY 2,” and “COPY 3,” as file name “51058066.TXT,” and is incorporated herein by reference in their entirety in to the present specification.


The instant application contains a “lengthy” Sequence Listing which has been submitted via CD-R in lieu of a printed paper copy, and is hereby incorporated by reference in its entirety. Said CD-R, recorded on Jul. 1, 2010, are labeled CRF, “Copy 1,” “Copy 2” and “Copy 3”, respectively, and each contains only one identical 774,635 KB file (51058066.TXT).


FIELD OF THE INVENTION

The invention relates generally to the field of bioprocessing and more particularly to methods for producing a biological product in a host cell by contacting the cell with a RNA effector molecule capable of modulating expression of a target gene, wherein the modulation enhances production of the biological product. The invention also relates generally to transcriptomes, organized transcriptomes, and systems and methods using the transcriptomes for designing targeted modulation of biomolecule production in cells. The invention further relates to engineering cells and cell lines for more effective and efficient production of biomolecules. The invention also relates to molecules, compositions, cells, and kits useful for carrying out the methods and biological products produced by the methods.


BACKGROUND

Cell culture techniques are used to manufacture a wide range of biological products, including biopharmaceuticals, biofuels, metabolites, vitamins and nutraceuticals. A number of strategies have been developed to enhance productivity, yield, efficiency, and other aspects of cell culture bioprocesses in order to facilitate industrial scale production and meet applicable standards for product quality and consistency. Traditional strategies for optimizing cell culture bioprocesses involve adjusting physical and biochemical parameters, such as culture media (e.g., pH, nutrients) and conditions (e.g., temperature, duration), and selecting host cells having desirable phenotypes. Genetic approaches have also been developed for optimizing cell culture bioprocesses by introducing recombinant DNA into host cells, where the DNA encodes an exogenous protein that influences production of a biological product or regulates expression of an endogenous protein that influences production of the biological product. Such methods require costly and time-consuming laboratory manipulations, however, and can be incompatible with certain genes, proteins, host cells, and biological products. Accordingly, there is a need in the art for new genetic approaches for optimizing cell culture bioprocesses involving a wide range of host cells and biological products.


More recently, host cells for biological production have been modified to incorporate into their genome genes that express shRNAs for the silencing of genes that influence production of the biological product. In these cases, product yield has proven difficult to regulate, however, because of uncontrolled, unintended, expression of the shRNAs which compromises host cell viability. The process of incorporating shRNAs also requires cell engineering, which is time consuming. Furthermore, uncontrolled expression ultimately leads to phenotypic changes and overtime the host cells carrying the genes for expressed shRNA lose their ability to produce biological product at any significant yield.


For example, Chinese hamster (Cricetulus griseus) ovary (CHO) cells have been used widely in various bioprocesses, yet relatively little is known about gene expression s in these cells; thus, targeted and intelligent modulation of bioprocesses in these cells cannot be done or designed readily. Accordingly, there is a need in the art for new genetic approaches for optimizing cell culture bioprocesses involving a wide range of host cells, such a CHO cells, and biological products produced in these cells.


SUMMARY

The invention is based at least in part on the surprising discovery that RNA effector molecules can be applied at low concentrations to cells in culture to effect potent, durable modulation of gene expression, such that the quality and quantity of biological product that is produced by a host cell can be improved without the need for extensive cell line engineering. As such, in a first aspect, the invention provides compositions and methods for producing a biological product from a host cell. In various embodiments, the biological product is a polypeptide, a metabolite, a nutraceutical, a chemical intermediate, a biofuel, a food additive, or an antibiotic. In a particular embodiment, the biological product is a polypeptide.


In another aspect, the invention provides for a method for producing a biological product from a host cell. The method generally comprises contacting the cell with a RNA effector molecule, a portion of which is complementary to a target gene, maintaining the cell in a large-scale bioreactor for a time sufficient to modulate expression of the target gene, wherein the modulation enhances production of the biological product from the cell. In one embodiment, the method further comprises isolating the biological product from the cell.


In one embodiment, the RNA effector molecule transiently modulates expression of the target gene. In another embodiment, the RNA effector molecule transiently inhibits expression of the target gene.


In further embodiments, the host cell is an animal cell, a plant cell, an insect cell, or a fungal cell. In one embodiment, the animal cell is a mammalian cell. In a further embodiment, the mammalian cell is a human cell, a rodent cell, a canine cell, or a non-human primate cell. In a particular embodiment, the host cell is a cell derived from a Chinese Hamster ovary. In another particular embodiment, the host cell is a MDCK cell. In another embodiment, a host cell contains a transgene that encodes the biological product or a virus receptor.


In one embodiment, the cell is contacted with a plurality of different RNA effector molecules. The plurality of RNA effector molecules can be used to modulate expression of a single target gene or multiple target genes.


In another embodiment, the composition is formulated for administration to cells according to a dosage regimen described herein, e.g., at a frequency of 6 hr, 12 hr, 24 hr, 36 hr, 48 hr, 72 hr, 84 hr, 96 hr, 108 hr, or more. The administration of the composition can be maintained during one or more cell growth phases, e.g., lag phase, early log phase, mid-log phase, late-log phase, stationary phase, or death phase.


In another embodiment, a composition containing two or more RNA effector molecules directed against separate target genes is used to enhance production of a biological product in cell culture by modulating expression of a first target gene and at least a second target gene in the cultured cells. In another embodiment, a composition containing two or more RNA effector molecules directed against the same target gene is used to enhance production of a biological product in cell culture by modulating expression of the target gene in cultured cells.


In another embodiment, a first RNA effector molecule is administered to a cultured cell, and then a second RNA effector molecule is administered to the cell (or vice versa). In a further embodiment, the first and second RNA effector molecules are administered to a cultured cell substantially simultaneously.


In one embodiment, the RNA effector molecule is added to the cell culture medium used to maintain the cells under conditions that permit production of a biological product. The RNA effector molecule can be added at different times or simultaneously. In one embodiment, one or more of the different RNA effector molecules are added by continuous infusion into the cell culture medium, for example, to maintain a continuous average percent inhibition or RNA effector molecule concentration. In another embodiment, one or more of the different RNA effector molecules are added by continuous infusion into the cell culture medium, for example, to maintain a minimum average percent inhibition or RNA effector molecule concentration. In one embodiment the continuous infusion is administered at a rate to achieve a desired average percent inhibition for at least one target gene. In one embodiment, the continuous infusion is performed for a distinct period of time (which can be repeated), e.g., for 1 hr, 2 hr, 3 hr, 4 hr, 8 hr, 16 hr, 18 hr, 24 hr, 48 hr, 72 hr or more. When applying a plurality of different RNA effector molecules, each of the different RNA effector molecules can be added at the same frequency or different frequencies. Each of the different RNA effector molecules can be added at the same concentration or at different concentrations. In some embodiments, the last contact of cells with a RNA effector molecule is at least 24 hr, 48 hr, 72 hr, 120 hr, or more, before isolation of the biological product or harvesting the supernatant.


Generally, the RNA effector molecule is added at a given concentration of less than or equal to 200 nM (e.g., 100 nM, 80 nM, 50 nM, 20 nM, 10 nM, 1 nM, or less). As described herein, low concentrations of RNA effector molecules can be used in large scale bioprocessing to efficiently modulate target genes. There are significant economic and commercial advantages (e.g., lower costs and easier removal) of using low concentrations of RNA effector molecules. Thus, in one embodiment, cells are contacted with a RNA effector molecule at a concentration of 100 nM or less, 50 nM or less, 20 nM or less, 10 nM or less, 5 nM or less, or 1 nM or less. In a particular embodiment, the one or more RNA effector molecules is administered into the cell culture medium at a final concentration of 1 nM at least once (e.g., at least two times, at least three times, at least four times or more) during the growth phase and/or production phase.


In still another embodiment, the RNA effector molecule is added at a given starting concentration of each of the different RNA effector molecules (e.g., at 1 nM each), and further supplemented with continuous infusion of the RNA effector molecule.


The RNA effector molecule to be contacted with the cell can be incorporated into a formulation that facilitates uptake and delivery into the cell. The one or more of the different RNA effector molecules can be added by contacting the cells with the RNA effector molecule and a reagent that facilitates RNA effector molecule uptake, for example, an emulsion, a cationic lipid, a non-cationic lipid, a charged lipid, a liposome, an anionic lipid, a penetration enhancer, a transfection reagent or a modification to the RNA effector molecule for attachment, e.g., a ligand, a targeting moiety, a peptide, a lipophilic group, etc.


In certain embodiments, a lipid formulation is used in a RNA effector molecule composition as a reagent that facilitates RNA effector molecule uptake. In certain embodiments, the lipid formulation can be a LNP formulation, a LNP01 formulation, a XTC-SNALP formulation, or a SNALP formulation as described herein. In related embodiments, the XTC-SNALP formulation is as follows: using 2,2-Dilinoleyl-4-dimethylaminoethyl-[1,3]-dioxolane (XTC) with XTC/DPPC/Cholesterol/PEG-cDMA in a ratio of 57.1/7.1/34.4/1.4 and a lipid:siRNA ratio of about 7. In still other related embodiments, the RNA effector molecule is a dsRNA and is formulated in a XTC-SNALP formulation as follows: using 2,2-Dilinoleyl-4-dimethylaminoethyl-[1,3]-dioxolane (XTC) with a XTC/DPPC/Cholesterol/PEG-cDMA in a ratio of 57.1/7.1/34.4/1.4 and a lipid:siRNA ratio of about 7. Alternatively, a RNA effector molecule such as those described herein can be formulated in a LNP09 formulation as follows: using XTC/DSPC/Chol/PEG2000-C14 in a ratio of 50/10/38.5/1.5 mol % and a lipid:siRNA ratio of about 11:1. In some embodiments, the RNA effector molecule is formulated in a LNP11 formulation as follows: using MC3/DSPC/Chol/PEG2000-C14 in a ratio of 50/10/38.5/1.5 mol % and a lipid:siRNA ratio of about 11:1. In still another embodiment, the RNA effector molecule is formulated in a LNP09 formulation or a LNP 11 formulation and reduces the target gene mRNA levels by about 85 to 90% at a dose of 0.3 mg/kg, relative to a PBS control group. In yet another embodiment, the RNA effector molecule is formulated in a LNP09 formulation or a LNP11 formulation and reduces the target gene mRNA levels by about 50% at a dose of 0.1 mg/kg, relative to a PBS control group. In yet another embodiment, the RNA effector molecule is formulated in a LNP09 formulation or a LNP11 formulation and reduces the target gene protein levels in a dose-dependent manner relative to a PBS control group as measured by a western blot. In yet another embodiment, the RNA effector molecule is formulated in a SNALP formulation as follows: using DlinDMA with a DLinDMA/DPPC/Cholesterol/PEG2000-cDMA in a ratio of 57.1/7.1/34.4/1.4 and a lipid:siRNA ratio of about 7.


In some embodiments, the lipid formulation comprises a lipid having the following formula:




embedded image


where R1 and R2 are each independently for each occurrence optionally substituted C10-C30 alkyl, optionally substituted C10-C30 alkoxy, optionally substituted C10-C30 alkenyl, optionally substituted C10-C30 alkenyloxy, optionally substituted C10-C30 alkynyl, optionally substituted C10-C30 alkynyloxy, or optionally substituted C10-C30 acyl;




embedded image


represents a connection between L2 and L1 which is:


(1) a single bond between one atom of L2 and one atom of L1, wherein

    • L1 is C(RX), O, S or N(Q);
    • L2 is —CR5R6—, —O—, —S—, —N(Q)-, ═C(R5)—, —C(O)N(Q)-, —C(O)O—, —N(Q)C(O)—, —OC(O)—, or —C(O)—;


(2) a double bond between one atom of L2 and one atom of L1; wherein


L1 is C;

    • L2 is —CR5═, —N(Q)═, —N—, —O—N═, —N(Q)-N═, or —C(O)N(Q)-N═;


(3) a single bond between a first atom of L2 and a first atom of L1, and a single bond between a second atom of L2 and the first atom of L1, wherein

    • L1 is C;
    • L2 has the formula




embedded image


wherein

    • X is the first atom of L2, Y is the second atom of L2, - - - - - represents a single bond to the first atom of L1, and X and Y are each, independently, selected from the group consisting of —O—, —S—, alkylene, —N(Q)-, —C(O)—, —O(CO)—, —OC(O)N(Q)-, —N(Q)C(O)O—, —C(O)O, —OC(O)O—, —OS(O)(Q2)O—, and —OP(O)(Q2)O—;
    • Z1 and Z4 are each, independently, —O—, —S—, —CH2—, —CHR5—, or —CR5R5—;
    • Z2 is CH or N;
    • Z3 is CH or N;
    • or Z2 and Z3, taken together, are a single C atom;
    • A1 and A2 are each, independently, —O—, —S—, —CH2—, —CHR5—, or —CR5R5—;
    • each Z is N, C(R5), or C(R3);
    • k is 0, 1, or 2;
    • each m, independently, is 0 to 5;
    • each n, independently, is 0 to 5;


where m and n taken together result in a 3, 4, 5, 6, 7 or 8 member ring;


(4) a single bond between a first atom of L2 and a first atom of L1, and a single bond between the first atom of L2 and a second atom of L1, wherein


(A) L1 has the formula:




embedded image


wherein

    • X is the first atom of L1, Y is the second atom of L1, - - - - - represents a single bond to the first atom of L2, and X and Y are each, independently, selected from the group consisting of —O—, —S—, alkylene, —N(Q)-, —C(O)—, —O(CO)—, —OC(O)N(Q)-, —N(Q)C(O)O—, —C(O)O, —OC(O)O—, —OS(O)(Q2)O—, and —OP(O)(Q2)O—;
    • T1 is CH or N;
    • T2 is CH or N;
    • or T1 and T2 taken together are C═C;
    • L2 is CR5; or


(B) L1 has the formula:




embedded image


wherein


X is the first atom of L1, Y is the second atom of L1, - - - - - represents a single bond to the first atom of L2, and X and Y are each, independently, selected from the group consisting of —O—, —S—, alkylene, —N(Q)-, —C(O)—, —O(CO)—, —OC(O)N(Q)-, —N(Q)C(O)O—, —C(O)O, —OC(O)O—, —OS(O)(Q2)O—, and —OP(O)(Q2)O—;

    • T1 is —CR5R5—, —N(Q)-, —O—, or —S—;
    • T2 is —CR5R5—, —N(Q)-, —O—, or —S—;
    • L2 is CR5 or N;


R3 has the formula:




embedded image


wherein


each of Y1, Y2, Y3, and Y4, independently, is alkyl, cycloalkyl, aryl, aralkyl, or alkynyl; or


any two of Y1, Y2, and Y3 are taken together with the N atom to which they are attached to form a 3- to 8-member heterocycle; or


Y1, Y2, and Y3 are all be taken together with the N atom to which they are attached to form a bicyclic 5- to 12-member heterocycle;


each Rn, independently, is H, halo, cyano, hydroxy, amino, alkyl, alkoxy, cycloalkyl, aryl, heteroaryl, or heterocyclyl;


L3 is a bond, —N(Q)-, —O—, —S—, —(CR5R6)a—, —C(O)—, or a combination of any two of these;


L4 is a bond, —N(Q)-, —O—, —S—, —(CR5R6)a—, —C(O)—, or a combination of any two of these;


L5 is a bond, —N(Q)-, —O—, —S—, —(CR5R6)a—, —C(O)—, or a combination of any two of these;


each occurrence of R5 and R6 is, independently, H, halo, cyano, hydroxy, amino, alkyl, alkoxy, cycloalkyl, aryl, heteroaryl, or heterocyclyl; or two R5 groups on adjacent carbon atoms are taken together to form a double bond between their respective carbon atoms; or two R5 groups on adjacent carbon atoms and two R6 groups on the same adjacent carbon atoms are taken together to form a triple bond between their respective carbon atoms;


each a, independently, is 0, 1, 2, or 3;


wherein


an R5 or R6 substituent from any of L3, L4, or L5 is optionally taken with an R5 or R6 substituent from any of L3, L4, or L5 to form a 3- to 8-member cycloalkyl, heterocyclyl, aryl, or heteroaryl group; and


any one of Y1, Y2, or Y3, is optionally taken together with an R5 or R6 group from any of L3, L4, and L5, and atoms to which they are attached, to form a 3- to 8-member heterocyclyl group;


each Q, independently, is H, alkyl, acyl, cycloalkyl, alkenyl, alkynyl, aryl, heteroaryl or heterocyclyl; and


each Q2, independently, is O, S, N(Q)(Q), alkyl or alkoxy.


In a particular embodiment, the formulation comprises a lipid containing a quaternary amine, such as those described herein (for example, Lipid H, Lipid K, Lipid L, Lipid M, Lipid P, and Lipid R) as a reagent that facilitates RNA effector molecule uptake. Formulations for “Lipid H”, “Lipid K”, “Lipid L”, “Lipid M”, “Lipid P”, and “Lipid R,” which can be prepared by either a standard or extrusion-free method are indicated as follows:




embedded image


In embodiments in which the RNA effector molecule composition is formulated with a delivery facilitating agent, the composition can be in solution (e.g., a sterile solution, for example, packaged in a unit dosage form), or as a sterile lyophilized composition (pre-dosed, for example, in units for use in 1 liter of cell culture media).


In another embodiment, the composition comprising a RNA effector molecule further comprises a growth medium, e.g., a chemically defined medium.


In still another embodiment, the RNA effector molecule composition comprising a RNA effector molecule further comprises a growth media supplement, e.g., an agent selected from the group consisting of essential amino acids (e.g., glutamine), 2-mercapto-ethanol, bovine serum albumin (BSA), lipid concentrate, cholesterol, catalase, insulin, human transferrin, superoxide dismutase, biotin, DL α-tocopherol acetate, DL α-tocopherol, vitamins (e.g., Vitamin A (acetate), choline chloride, D-calcium pantothenate, folic acid, nicotinamide, pyridoxal hydrochloride, riboflavin, thiamine hydrochloride, i-Inositol), corticosterone, D-galactose, ethanolamine HCl, glutathione (reduced), L-carnitine HCl, linoleic acid, linolenic acid, progesterone, putrescine 2HCl, sodium selenite, T3 (triodo-I-thyronine), growth factors (e.g., EGF), iron, L-glutamine, L-alanyl-L-glutamine, sodium hypoxanthine, aminopterin and thymidine, arachidonic acid, ethyl alcohol 100%, myristic acid, oleic acid, palmitic acid, palmitoleic acid, PLURONIC F68®, stearic acid 10, TWEEN 80® nonionic surfactant, sodium pyruvate, and glucose.


In various embodiments, the RNA effector molecule can comprise siRNA, miRNA, dsRNA, saRNA, shRNA, piRNA, tkRNAi, eiRNA, pdRNA, a gapmer, an antagomir, or a ribozyme. In one embodiment the RNA effector molecule is not shRNA. In one embodiment the RNA effector molecule is a dsRNA (e.g., siRNA, shRNA, miRNA, etc. or a combination thereof).


In some embodiments, the RNA effector molecule comprises a sense strand and an antisense strand of a double-stranded oligonucleotide in which one strand comprises at least 16 contiguous nucleotides (e.g., 17, nucleotides, 18 nucleotides, or 19 nucleotides). In one embodiment, the antisense strand comprises at least 16 contiguous nucleotides. In one embodiment, the antisense strand comprises at least 17 contiguous nucleotides. In one embodiment, the antisense strand comprises at least 18 contiguous nucleotides. In one embodiment, the antisense strand comprises at least 19 contiguous nucleotides. In one embodiment, the antisense strand further comprises at least one deoxyribonucleotide. In one embodiment, the antisense strand further comprises at least two deoxyribonucleotides. In one embodiment, the antisense strand further comprises two deoxythymidine residues.


In some embodiments, the RNA effector molecule comprises an antisense strand of a double-stranded oligonucleotide in which the antisense strand comprises at least 16 contiguous nucleotides (e.g., 17, nucleotides, 18 nucleotides, or 19 nucleotides). In one embodiment, the antisense strand comprises at least 16 contiguous nucleotides. In one embodiment, the antisense strand comprises at least 17 contiguous nucleotides. In one embodiment, the antisense strand comprises at least 18 contiguous nucleotides. In one embodiment, the antisense strand comprises at least 19 contiguous nucleotides. In one embodiment, the antisense strand further comprises at least one deoxyribonucleotide. In one embodiment, the antisense strand further comprises at least two deoxyribonucleotides. In one embodiment, the antisense strand further comprises two deoxythymidine residues.


In one embodiment, the RNA effector molecule can activate a target gene.


In another embodiment, the RNA effector can inhibit a target gene.


In some embodiments, at least one measurable parameter can be monitored during production of a biological product, including any one of cell density, medium pH, oxygen levels, glucose levels, lactic acid levels, temperature, and protein production.


In further embodiment, the method further comprises administering to the host cell a second agent. The second agent can be a growth factor; an apoptosis inhibitor; a kinase inhibitor; a phosphatase inhibitor; a protease inhibitor; an inhibitor of pathogens (e.g., where a virus is the biological product, an agent that inhibits growth and/or propagation of other viruses or fungal or bacterial pathogens); a histone demethylating agent; an antibiotic; an antimycotic; an antimetabolite (e.g., methotrexate); a growth factor (e.g., insulin); an apoptosis inhibitor; a kinase inhibitor, such as a MAP kinase inhibitor; a CDK inhibitor, and/or a K252a; a phosphatase inhibitor, such as sodium vanadate and okadaic acid; a protease inhibitor; and a histone demethylating agent, such as 5-azacytidine. Where the virus being propogated is influenza, the second agent can be a protease that cleaves influenza hemagglutinin, such as pronase, thermolysin, subtilisin A, or a recombinant protease.


In another embodiment, a composition containing a RNA effector molecule described herein, e.g., a dsRNA directed against a host cell target gene, is administered to a cultured cell with a non-RNA agent useful for enhancing the production of a biological product by the cell.


In some embodiments, the biological product is a polypeptide and the target gene encodes a protein that affects post-translational modification in the host cell. In various embodiments, the post-translational modification can be protein glycosylation, protein deamidation, protein disulfide bond formation, methionine oxidation, protein pyroglutamation, protein folding, or protein secretion.


In additional embodiments, the target gene encodes a protein that affects a physiological process of the host cell. In various embodiments, the physiological process is apoptosis, cell cycle progression, carbon metabolism or transport, lactate formation, RNAi uptake and/or efficacy, or actin dynamics.


In further embodiments, the target gene encodes a pro-oxidant enzyme, or a protein that affects cellular pH.


In another aspect, the invention provides a cultured eukaryotic cell containing at least one RNA effector molecule provided herein. The cell is a mammalian cell, such as a rodent cell, a canine cell, a non-human primate cell, or a human cell.


In another aspect, the invention provides a composition for enhancing production of a biological product in cell culture by modulating the expression of a target gene in a host cell. The composition typically includes one or more RNA effector molecules described herein and a suitable carrier or delivery vehicle, e.g., an acceptable carrier and/or a reagent that facilitates RNA effector molecule uptake. The RNA effector molecule composition can be formulated as suspension in aqueous, non-aqueous, or mixed media and can be formulated in a lipid or non-lipid formulation. The RNA effector molecule composition can be provided in a sterile solution or lyophilized (e.g., provided in discrete units by concentration and/or volume).


In one embodiment, the RNA effector composition comprises a reagent that facilitates RNA effector molecule uptake, for example, an emulsion, a cationic lipid, a non-cationic lipid, a charged lipid, a liposome, an anionic lipid, a penetration enhancer, a transfection reagent or a modification to the RNA effector molecule for attachment, e.g., a ligand, a targeting moiety, a peptide, a lipophilic group, etc.


In one embodiment, a vector is provided for modulating the expression of a target gene in a cultured cell, where the target gene encodes a protein that affects production of a biological product by the cell. In one embodiment, the vector includes at least one regulatory sequence operably linked to a nucleotide sequence that encodes at least one strand of a RNA effector molecule. In one embodiment, the RNA effector molecule is not encoded by a vector.


In another embodiment, the invention provides a cell containing a vector for inhibiting the expression of a target gene in a cell. The vector includes a regulatory sequence operably linked to a polynucleotide encoding at least one strand of a RNA effector molecule.


Still another aspect of the invention encompasses kits comprising RNA effector molecules described herein. In one embodiment, the kits comprise a RNA effector molecule which modulates expression of a target gene encoding a protein that affects production of the biological product. In another embodiment, the kits further comprise a modified cell line which expresses a RNA effector molecule which modulates expression of a protein that affects production of the biological product. The kits can also comprise instructions for carrying out methods provided herein.


In one embodiment, the kits further comprise suitable culture media for growing host cells and/or constructs (e.g., plasmid, viral, etc.) for introducing a nucleic acid sequence encoding a RNA effector molecule into host cells. In still another embodiment, the kits can further comprise reagents for detecting and/or purifying the biological product. Non-limiting examples of suitable reagents include PCR primers, polyclonal antibodies, monoclonal antibodies, affinity chromatography media, and the like.


In one embodiment, a kit comprises a RNA effector molecule that modulates expression of a target gene to inhibit expression of a latent, adventitious, or endogenous virus and thus affect production of the desired biological product. In another embodiment, a kit comprises a host cell that expresses a RNA effector molecule that modulates expression of latent, adventitious, or endogenous virus that affects production of the desired biological product. Such kits can also comprise instructions for carrying out methods provided herein. The kits can also include at least one reagent that facilitates RNA effector molecule-uptake, comprising a charged lipid, an emulsion, a liposome, a cationic or non-cationic lipid, an anionic lipid, a transfection reagent or a penetration enhancer. In a particular embodiment, the reagent that facilitates RNA effector molecule-uptake comprises a charged lipid.


Some embodiments of the present invention relate to initiating RNA interference in a host cell, during or after microbial inoculation or vector transduction, to inhibit expression of endogenous, latent or adventitious virus that can compromise the yield and/or quality of the harvested biological product. For example, an embodiment administers a siRNA, or, e.g., a shRNA in naked, conjugated or formulated (e.g., lipid nanoparticle) form that targets an endogenous, latent or adventitious virus pathway (e.g., ev loci of endogenous avian leukosis virus (ALV-E) in avian cells; endogenous type C retrovirus-like particle genomes in CHO cells; or the rep gene of porcine circovirus type 1 (PCV-1) in Vero cells), and thereby increases quality and/or yield of the desired biological product.


In some embodiments of the invention, simple (naked (i.e., unconjugated) RNA effector molecules), or conjugated (e.g., directly conjugated to a cholesterol or other targeting ligands) RNA effector molecules can be used. In another embodiment, plasmid- or viral vector-encoded RNA effector molecules for shRNA can be used.


In some embodiments of the invention, LNP or alternate polymer formulations are used. In some embodiments, the formulation includes an agent that facilitates RNA effector molecule-uptake, e.g., a charged lipid, an emulsion, a liposome, a cationic or non-cationic lipid, an anionic lipid, a transfection reagent or a penetration enhancer. In a particular embodiment, the reagent that facilitates RNA effector molecule-uptake comprises a charged lipid. In addition, the formulations can be co-formulated or incorporated into the infective seed or vectors themselves to facilitate delivery or stabilize RNAi materials to the relevant cell where the agent/vector can produce the desired product.


In particular embodiments, the target gene is associated with endogenous, adventitious or latent herpesviruses, polyomaviruses, hepadnaviruses, papillomaviruses, adenoviruses, poxviruses, bornaviruses, retroviruses, arenaviruses, orthomyxoviruses, paramyxoviruses, reoviruses, picornaviruses, flaviviruses, rabdoviruses, hantaviruses, circoviruses, or vesiviruses.


Particular endogenous and latent viruses that can be targeted by the methods of the present invention include Minute Virus of Mice (MVM), Murine leukemia/sarcoma (MLV), Circoviruses including porcine circovirus (PCV-1, PCV-2), Human herpesvirus 8 (HHV-8), arenavirus Lymphocytic choriomeningitis virus (LCMV), Lactate dehydrogenase virus (LDH or LDV), human species C adenoviruses, avian adeno-associated virus (AAV), primate endogenous retrovirus family K (ERV-K), and human endogenous retrovirus K (HERV-K).


Further regarding ERVs, in embodiments of the present invention the target genes of ERVs can be those of primate/human Class I Gamma ERVs pt01-Chr10r-17119458, pt01-Chr5-53871501, BaEV, GaLV, HERV-T, ERV-3, HERV-E, HERV-ADP, HERV-I, MER4like, HERV-FRD, HERV-W, HERVH-RTVLH2, HERVH-RGH2, HERV-Hconsensus, HERV-Fc1; primate/human Epsilon ERV hg15-chr3-152465283; primate/human Intermediate (epsilon-like) HERVL66; primate/human Class III Spuma-like ERVs HSRV, HFV, HERV-S, HERV-L, HERVL40, HERVL74; primate/human Delta ERVs HTLV-1, HTLV-2; primate/human Lenti ERVs HIV-1, HIV-2; primate/human Class II, Beta ERV MPMV, MMTV, HML1, HML2, HML3, HML4, HML7, HML8, HML5, HML10, HML6, or HML9.


In other embodiments of the present invention, the ERV is selected from rodent Class II, Beta ERV MMTV; rodent Class I Gamma ERV MLV; feline Class I Gamma ERV FLV; ungulate Class I Gamma ERV PERV; ungulate Delta ERV BLV; ungulate lentivirus Visna, EIAV; ungulate Class II, Beta ERV JSRV; avian Class III, Spuma-like ERVs gg01-chr7-7163462; gg01-chr7-52190725, gg01-Chr4-48130894; avian Alpha ERVs ALV, gg01-chr1-15168845; avian Intermediate Beta-like ERVs gg01-chr4-77338201; gg01-ChrU-163504869, gg01-chr7-5733782; Reptilian Intermediate Beta-like ERV Python-molurus; Fish Epsilon ERV WDSV; fish Intermediate (epsilon-like) ERV SnRV; Amphibian Epsilon ERV Xen1; Insect Errantivirus ERV Gypsy.


Other embodiments of the present invention target adventitious viruses of animal-origin, such as vesivirus, circovirus, hantaan virus, Marburg virus, SV40, SV20, Semliki Forest virus (SFV), simian virus 5 (sv5), lymphocytic choriomeningitis virus, feline sarcoma virus, porcine parvovirus, adenoassociated viruses (AAV), mouse hepatitis virus (MHV), murine leukemia virus (MuLV), pneumonia virus of mice (PVM), Theiler's encephalomyelitis virus (THEMV), murine minute virus (MMV or MVM), mouse adenovirus (MAV), mouse cytomegalovirus (MCMV), mouse rotavirus (EDIM), Kilham rat virus (KRV), Toolan's H-1 virus, Sendai virus (SeV, also know as murine parainfluenza virus type 1 or hemagglutinating virus of Japan (HVJ)), Parker's rat coronavirus (RCV or SDA), pseudorabies virus (PRV), reoviruses, Cache Valley virus, bovine viral diarrhea virus, bovine parainfluenza virus type 3, bovine respiratory syncytial virus, bovine adenoviruses, bovine parvoviruses, bovine herpesvirus 1 (infectious bovine rhinotracheitis virus), other bovine herpesviruses, bovine reovirus, rabies virus, bluetongue viruses, bovine polyoma virus, bovine circovirus, and orthopoxviruses other than vaccinia, pseudocowpox virus (a widespread parapoxvirus that can infect humans), papillomavirus, herpesviruses, or leporipoxviruses.


Other embodiments target human-origin adventitious agents including HIV-1 and HIV-2; human T cell lymphotropic virus type I (HTLV-I) and HTLV-II; human hepatitis A, B, and C viruses; human cytomegalovirus; Epstein Barr virus (EBV or HHV-4); human herpesviruses 6, 7, and 8; human parvovirus B19; reoviruses; polyoma (JC/BK) viruses; SV40 virus; human coronaviruses; human papillomaviruses; influenza A, B, and C viruses; human enteroviruses; human parainfluenza viruses; and human respiratory syncytial virus.


Yet other embodiments of the present invention target host cell surface receptors or intracellular proteins to which endogenous, latent, or adventitious virus bind or which are required for viral replication. For example, in a particular embodiment, the target gene is a CHO cell MVM receptor gene, such as a gene associated with cellular sialic acid production.


In addition to the target genes associated with sialic acid, as described herein, yield and/or qualities of a biological product may be optimized by targeting genes associated with glycosylation in the host cell. The Gale gene encodes UDP-galactose-4-epimerase, e.g., CHO Gale transcript SEQ ID NO:5564, and can be targeted using exemplary RNA effector molecules (e.g., siRNA, shRNA, etc) comprising at least 16 nucleotides of the Gale nucleotide sequence (e.g., at least 17, at least 18, at least 19 nucleotides), and/or as provided in, e.g., SEQ ID NOs:1888656-1889007. This enzyme enables the cell to process galactose by converting it to glucose, and vice versa. UDP-galactose is used to build galactose-containing proteins and fats, which play critical roles in chemical signaling, building cellular structures, transporting molecules, and producing energy. Exemplary dsRNA sequences against hamster GDP-mannose 4,6-dehydratase (GMDS) are disclosed herein as SEQ ID NOs:3152754-3152793, wherein the even numbered SEQ ID NOs (e.g., NO:3152754) represent the sense strand and the odd numbered SEQ ID NOs (e.g., NO:3152755) represent the complementary antisense strand.


Thus, in embodiments described herein, the expression of GMDS can be modulated using the corresponding RNA effector molecule that comprises a sense strand and an antisense strand, one of which comprises at least 16 contiguous nucleotides (e.g., 17, nucleotides, 18 nucleotides, or 19 nucleotides) of the nucleotide sequence selected from the group consisting of SEQ ID NOs:3152754-3152793. In one embodiment, one strand comprises at least 16 contiguous nucleotides of the nucleotide sequence selected from the group consisting of SEQ ID NOs:3152754-3152793. In one embodiment, one strand comprises at least 17 contiguous nucleotides of the nucleotide sequence selected from the group consisting of SEQ ID NOs:3152754-3152793. In one embodiment, one strand comprises at least 18 contiguous nucleotides of the nucleotide sequence selected from the group consisting of SEQ ID NOs:3152754-3152793. In one embodiment, one strand comprises at least 19 contiguous nucleotides of the nucleotide sequence selected from the group consisting of SEQ ID NOs:3152754-3152793. In one embodiment, the antisense strand comprises at least 16 (e.g., at least 17, at least 18, at least 19) nucleotides of the nucleotide sequence selected from the group consisting of SEQ ID NOs:3152754-3152793, and further comprises at least one deoxyribonucleotide. In one embodiment, the antisense strand comprises at least 16 nucleotides (e.g., at least 17, at least 18, at least 19 nucleotides) of the nucleotide sequence selected from the group consisting of SEQ ID NOs:3152754-3152793, and further comprises at least two deoxyribonucleotides. In one embodiment, the antisense strand comprises at least 16 nucleotides (e.g., at least 17, at least 18, at least 19 nucleotides) of the nucleotide sequence selected from the group consisting of SEQ ID NOs:3152754-3152793, and further comprises two deoxythymidine residues.


In various embodiments, the biological product is a polypeptide, a metabolite, a nutraceutical, a chemical intermediate, a biofuel, a food additive, or an antibiotic. More specifically, in some embodiments, the biological product is a polypeptide. The polypeptide can be a recombinant polypeptide or a polypeptide endogenous to the host cell. In some embodiments, the polypeptide is an antigen, a glycoprotein, a receptor, membrane protein, cytokine, chemokine, hormone, enzyme, growth factor, growth factor receptor, antibody, antigen-binding peptide or other immune effector, interleukin, interferon, erythropoietin, integrin, soluble major histocompatibility complex antigen, binding protein, transcription factor, translation factor, oncoprotein or proto-oncoprotein, muscle protein, myeloprotein, neuroactive protein, tumor growth-suppressor, structural protein or blood protein (e.g., thrombin, prothrombin, serum albumin, Factor VII, Factor VIII, Factor IX, Factor X, Protein C, or von Willebrand factor). In specific embodiments, the biological product is an antibody (e.g., a recombinant monoclonal antibody).


The method of the invention also can include the steps of monitoring the growth, production and activation levels of the host cell culture, and as well as for varying the conditions of the host cell culture to maximize the growth, production and activation levels of the host cells and desired product, and for harvesting the biological product from the cell or culture, preparing a formulation with the harvested biological product, and for the treatment and/or the prevention of a disease by administering to a subject in need thereof a formulation obtained by the method.


In one embodiment, the host cell is administered a plurality of different RNA effector molecules to modulate expression of multiple target genes. The RNA effector molecules can be administered at different times or simultaneously, at the same frequency or different frequencies, at the same concentration or at different concentrations.


In another embodiment, the invention provides a composition for enhancing production of a biological product in a host cell by modulating the expression of a target gene in the cell. The composition typically includes one or more oligonucleotides, such as RNA effector molecules described herein, and a suitable carrier or delivery vehicle.


In additional embodiments, the target gene encodes a protein that affects a physiological process of the host cell. In various embodiments, the physiological process is apoptosis, cell cycle progression, carbon metabolism or transport, lactate formation, or RNAi uptake and/or efficacy.


More specifically, in some embodiments the second target gene is a gene associated with host cell immune response, and the target gene selected from the group consisting of TLR3, TLR7, TLR21, RIG-1, LPGP2, RIG 1-like receptors, TRIM25, IFN-α, IFN-β, IFN-γ, MAVS/VISA/IPS 1/Gardif, IFNAR1, IFNR2, STAT-1, STAT-2, STAT-3, STAT-4, JAK-1, JAK-2, JAK-3, IRF1, IRF2, IRF3, IRF4, IRF5, IRF6 IRF7, IRF8, IRF 9, IRF10, 2′,5′ oligoadenylate synthetase, RNaseL, dsRNA-dPKR, Mx, IFITM1, IFITM2, IFITM3, Proinflammatory cytokines, MYD88, TRIF, PKR, and a regulatory region of any of the foregoing.


In other specific embodiments, the second target gene is a gene associated with host cell viability, growth or cell cycle, and the target gene is selected from the group consisting of Bax, Bak, LDHA, LDHB, BIK, BAD, BIM, HRK, BCLG, HR, NOXA, PUMA, BOK, BOO, BCLB, CASP2, CASP3, CASP6, CASP7, CASP8, CASP9, CASP10, BCL2, p53, APAF1, HSP70, TRAIL, BCL2L1, BCL2L13, BCL2L14, FASLG, DPF2, AIFM2, AIFM3, STK17A, APITD1, SIVA1, FAS, TGFβ2, TGFBR1, LOC378902, or BCL2A1, PUSL1, TPST1, WDR33, Nod2, MCT4, ACRC, AMELY, ATCAY, ANP32B, DEFA3, DHRS10, DOCK4, FAM106A, FKBP1B, IRF3, KBTBD8, KIAA0753, LPGAT1, MSMB, NFS1, NPIP, NPM3, SCGB2A1, SERPINB7, SLC16A4, SPTBN4, TMEM146, CDKN1B, CDKN2A, FOXO1, PTEN, FN1, CSKN2B, a miRNA antagonist, host sialidase, NEU2 sialidase 2, NEU3 sialidase 3, Dicer, ISRE, B4GalT1, B4GalT6, Cmas, Gne, SLC35A1, and a regulatory region of any of the foregoing.


In one aspect, the methods described herein relate to a method for improving the viability of a mammalian cell in culture, comprising: (a) contacting the cell with a plurality of different RNA effector molecules that permit inhibition of expression of Bax, Bak, and LDH; and (b) maintaining the cell for a time sufficient to inhibit expression of Bax, Bak, and LDH; wherein the inhibition of expression improves viability of the mammalian cell. In one embodiment of this aspect, the RNA effector molecule targeting BAX comprises a sense strand, and wherein at least one strand comprises at least 16 contiguous nucleotides (e.g., at least 17, at least 18, at least 19 nucleotides etc) of a nucleotide sequence selected from the group consisting of SEQ ID NOs:3152412-3152539, NOs:3152794-3152803, NOs:3023234-3023515, NOs:3154393-3154413, NOs:3154414-3154434, NOs:3154923-3154970, and NOs:3154971-3155018. In another embodiment of this aspect, the RNA effector molecule targeting BAK comprises a sense strand, and wherein at least one strand comprises at least 16 contiguous nucleotides (e.g., at least 17, at least 18, at least 19 nucleotides etc) of an oligonucleotide having a sequence selected from the group consisting of SEQ ID NOs:3152412-3152475, NOs:3152804-3152813, NOs:2259855-2260161, NOs:3154393-3154413, NOs:3154414-3154434, NOs:3154827-3154874, NOs:3154875-3154922 and sequences listed in Table 22. In another embodiment of this aspect, the RNA effector molecule targeting LDH comprises a sense strand, and wherein at least one strand comprises at least 16 contiguous nucleotides (e.g., at least 17, at least 18, at least 19 nucleotides etc) of an oligonucleotide having a sequence selected from the group consisting of SEQ ID NOs:3152540-3152603, NOs:3152814-3152823, NOs:1297283-1297604, NOs:3154553-3154578, NOs:3154579-3154604, NOs:3155589-3155635, and NOs:3155636-3155682.


In one aspect, the methods described herein provide a method for producing a biological product in a large scale host cell culture, comprising: (a) contacting a host cell in a large scale host cell culture with at least a first RNA effector molecule, a portion of which is complementary to at least one target gene of a host cell; (b) maintaining the host cell culture for a time sufficient to modulate expression of the at least one first target gene, wherein the modulation of expression improves production of a biological product in the host cell; (c) isolating the biological product from the host cell; wherein the large scale host cell culture is at least 1 Liter in size, and wherein the host cell is contacted with at least a first RNA effector molecule by addition of the RNA effector molecule to a culture medium of the large scale host cell culture such that the target gene expression is transiently inhibited.


Also provided herein in another aspect, are methods for producing a biological product in a large scale host cell culture, comprising: (a) contacting a host cell in a large scale host cell culture with at least a first RNA effector molecule, a portion of which is complementary to at least one target gene of a host cell; (b) maintaining the host cell culture for a time sufficient to modulate expression of the at least one first target gene, wherein the modulation of expression improves production of a biological product in the host cell; and (c) isolating the biological product from the host cell; wherein the host cell is contacted with at least a first RNA effector molecule by addition of the RNA effector molecule to a culture medium of the large scale host cell culture multiple times throughout production of the biological product such that the target gene expression is transiently inhibited.


In one embodiment of the aspects described herein, the host cell in the large scale host cell culture is contacted with a plurality of RNA effector molecules, wherein the plurality of RNA effector molecules modulate expression of at least one target gene, at least two target genes, or a plurality of target genes.


In another aspect, the methods relate to a method for production of a biological product in a cell, the method comprising: (a) contacting a host cell with a plurality of RNA effector molecules, wherein the two or more RNA effector molecules modulate expression of a plurality of target genes; (b) maintaining the cell for a time sufficient to modulate expression of the plurality of target genes, wherein the modulation of expression improves production of the biological product in the cell; and (c) isolating the biological product from the cell, wherein the plurality of target genes comprises at least Bax, Bak, and LDH.


In one embodiment of the aspects described herein, the host cell is contacted with the plurality of RNA effector molecules by addition of the RNA effector molecule to a culture medium of the large scale host cell culture such that the target gene expression is inhibited transiently.


In another embodiment of the aspects described herein, the RNA effector molecule, or plurality of RNA effector molecules, comprises a double-stranded ribonucleic acid (dsRNA), wherein said dsRNA comprises at least two sequences that are complementary to each other and wherein a sense strand comprises a first sequence and an antisense strand comprises a second sequence comprising a region of complementarity which is substantially complementary to at least part of a target gene, and wherein said region of complementarity is 10 to 30 nucleotides in length.


In another embodiment of the aspects described herein, the contacting step is performed by continuous infusion of the RNA effector molecule, or plurality of RNA effector molecules, into the culture medium used for maintaining the host cell culture to produce the biological product.


In another embodiment of the aspects described herein, the modulation of expression is inhibition of expression, and wherein the inhibition is a partial inhibition. In another embodiment of the aspects described herein, the partial inhibition is no greater than a percent inhibition selected from the group consisting of: 10%, 15%, 20%, 25%, 30%, 35%, 40%, 45%, 50%, 55%, 60%, 65%, 70%, 75%, 80%, and 85%.


In another embodiment of the aspects described herein, the RNA effector molecule is contacted at a concentration of less than 100 nM.


In another embodiment of the aspects described herein, the RNA effector molecule is contacted at a concentration of less than 50 nM.


In some embodiments, at least one RNA effector molecule, a portion of which is complementary to the target gene, is a corresponding siRNA that comprises an antisense strand comprising at least 16 contiguous nucleotides (e.g., at least 17, at least 18, at least 19 nucleotides) of a nucleotide sequence, wherein the nucleotide sequence is set forth in any of the tables presented herein see e.g., Tables 1-16, 21-25, 27-30, 31, 33, 35, 37, 39, 41, 43, 45, 47, 51-61, 65 and 66.


Also provided herein are compositions useful for enhancing production of a biological product. In one aspect, a composition is provided that comprises at least one RNA effector molecule, a portion of which is complementary to at least one target gene of a host cell, and a cell medium suitable for culturing the host cell, wherein the RNA effector molecule is capable of modulating expression of the target gene and the modulation of expression enhances production of a biological product, wherein the at least one RNA effector molecule is an siRNA that comprises an antisense strand comprising at least 16 contiguous nucleotides (e.g., at least 17, at least 18, at least 19 nucleotides etc.) of the nucleotide sequence selected from the group consisting of SEQ ID NOs:9772-3152339 and SEQ ID NOs:3161121-3176783.


Also provided herein are compositions comprising: a plurality of RNA effector molecules, wherein a portion of each RNA effector molecule is complementary to at least one target gene of a host cell, and wherein the composition is capable of modulating expression of Bax, Bak, and LDH, and the modulation of expression enhances production of a biological product.


Another aspect described herein provides a kit for enhancing production of a biological product by a cultured cell, comprising: (a) a substrate comprising one or more assay surfaces suitable for culturing the cell under conditions in which the biological product is produced; (b) one or more RNA effector molecules, wherein at least a portion of each RNA effector molecule is complementary to a target gene; and (c) a reagent for detecting the biological product or production thereof by the cell, wherein the one or more RNA effector molecules is an siRNA comprising an antisense strand that comprises at least 16 contiguous nucleotides of the nucleotide sequence selected from the group consisting of SEQ ID NOs:9772-3152339 and SEQ ID NOs:3161121-3176783.


Also provided herein is a kit for optimizing production of a biological product by cultured cells, comprising: (a) a microarray substrate comprising a plurality of assay surfaces, the assay surfaces being suitable for culturing the cells under conditions in which the biological product is produced; (b) one or more RNA effector molecules, wherein at least a portion of each RNA effector molecule is complementary to a target gene; and (c) a reagent for detecting the effect of the one or more RNA effector molecules on production of the biological product, wherein the one or more RNA effector molecules is an siRNA comprising an antisense strand that comprises at least 16 contiguous nucleotides of the nucleotide sequence selected from the group consisting of SEQ ID NOs:9772-3152339 and SEQ ID NOs:3161121-3176783.


Also provided herein is a system for selecting a nucleotide sequence of at least one RNA effector molecule suitable for modulating protein expression in a cell, the system comprising: (a) a computer system comprising at least one processor and associated memory, the memory storing at least one computer program for controlling the operation of the computer system; (b) a database, connected to the computer system, comprising transcriptome information of at least one transcriptome of at least one cell (cell transcriptome), the information comprising a sequence for each transcript of the transcriptome, and, optionally, a name of the transcript, and, optionally, a name of a molecular pathway in which the transcript plays a role; and information on at least one RNA effector molecule, the information comprising at least the sequence of the RNA effector molecule, and, optionally, target specificity of the RNA effector molecule, wherein each RNA effector molecule is designed to match at least sequence in the at least one cell transcriptome; and (c) a user interface program module executed by the computer system and configured to receive user parameters comprising at least one of: a cell type selection, a target organism selection, a cellular pathway selection, a cross-reactivity selection, an amount of transcript selection, a target gene name and/or sequence selection, and, optionally, a method of delivery selection comprising either in vivo or in vitro delivery options; and further, optionally, user address information; (d) a first module executed by the computer system and configured to check the parameters against the sequences in the database for a matching combination of the parameters and transcriptome transcript sequences; and (e) a second module executed by the computer system and configured to display a selected sequence of at least one RNA effector molecule suitable for modulating protein expression in the cell.


Also described herein are methods for selecting a RNA effector molecule for modulating protein expression in a cell using the system of any one of the methods described herein.


In another aspect, provided herein is a Chinese hamster ovary (CHO) cell transcriptome comprising a selection or a compilation of transcripts having SEQ ID NOs:1-9771. In another aspect, provided herein is a Chinese hamster ovary (CHO) cell transcriptome comprising a selection or a compilation of transcripts having SEQ ID NOs:3157149-3158420. In one embodiment of these aspects, the CHO cell transcriptome sequences are a part of a database.


Also provided herein are siRNA(s) directed to any one of the CHO cell transcriptome described herein.


In another aspect, a method is provided for improving a cell line, the method comprising modulating at least one protein translated from a transcript selected from any of the tables presented herein e.g., Tables 1-16.


In another aspect, a method is provided for improving a cell line, the method comprising modulating at least two transcripts using an effector RNA molecule, wherein a first transcript affects a first cell culture phenotype and a second transcript affects a second, different cell culture phenotype, wherein the cell culture phenotypes are selected from the group consisting of a cell growth rate, a cellular productivity, a peak cell density, a sustained cell viability, a rate of ammonia production or consumption, or a rate of lactate production or consumption; and wherein the first and second transcripts are selected from the group consisting of SEQ ID NOs:1-9771 and SEQ ID NOs:3157149-3158420.


In one embodiment, the invention provides for a host cell that contains at least one RNA effector molecule provided herein. The host cell can be derived from an insect, amphibian, fish, reptile, bird, mammal, or human, or can be a hybridoma cell. For example, the cell can be a human Namalwa Burkitt lymphoma cell (BLcl-kar-Namalwa), baby hamster kidney fibroblast (BHK), CHO cell, Murine myeloma cell (NS0, SP2/0), hybridoma cell, human embryonic kidney cell (293 HEK), human retina-derived cell (PER.C6® cells), insect cell line (Sf9, derived from pupal ovarian tissue of Spodoptera frugiperda; or Hi-5, derived from Trichoplusia ni egg cell homogenates), Madin-Darby canine kidneycell (MDCK), primary mouse brain cells or tissue, primary calf lymph cells or tissue, primary monkey kidney cels, embryonated chicken egg, primary chicken embryo fibroblast (CEF), Rhesus fetal lung cell (FRhL-2), Human fetal lung cell (WI-38, MRC-5), African green monkey kidney epithelial cell (Vero, CV-1), Rhesus monkey kidney cell (LLC-MK2), or yeast cell. In a particular embodiment, the cell is a MDCK cell.


Other embodiments of the present invention provide for a transcriptome of a CHO cell comprising the genes expressed by the CHO cells and a set of siRNAs targeting these transcripts. These embodiments include systems configured for using the CHO transcriptome data and an organized compilation of the CHO transcriptome data outlining at least one functional aspect of each transcript, and the corresponding siRNAs to allow design and selection of appropriate targets and effector RNA molecules for optimization of biological processes, particularly in the CHO cells.


Accordingly, embodiments of the invention provides a system for selecting a sequence of at least one RNA effector molecule suitable for modulating protein expression in a cell, the system comprising: a computer system, having a one or more processors and associated memory, and a database comprising at least one cell transcriptome information, the information comprising, a sequence for each transcript of the transcriptome, and optionally, a name of the transcript, and a pathway the transcript plays a role; and at least one RNA effector molecule information, the information comprising at least the sequence of the RNA effector molecule and optionally target specificity of the RNA effector molecule, wherein each RNA effector molecule is designed to match at least one or more sequences in the at least one cell transcriptome; a program on the computer system adapted and configured to receive from a user, input parameters, comprising at least one of, a cell type selection, a target organism selection, a cellular pathway selection, a cross-reactivity selection, an amount of transcript selection a target gene name and/or sequence selection, and optionally a method of delivery selection comprising either in vivo or in vitro delivery options; and further optionally user address information; a first module configured to check the parameters against the sequences in the database for a matching combination of the parameters and transcriptome transcript sequences; and a second module to display a selected sequence of at least one RNA effector molecule suitable for modulating protein expression in the cell. The system can also include a module for executing one or more data processing algorithms for determining appropriate RNA effector molecules as a function the targets identified.


In some embodiments, the system further comprises a storage module for storing the at least one RNA effector molecule in a container, wherein if there are two or more RNA effector molecules, each RNA effector molecule is stored in a separate container, and a robotic handling module, which upon selection of the matching combination, selects a matching container, and optionally adds to the container additives based on a user selection for in vivo or in vitro delivery, and optionally further packages the container comprising the matching RNA effector molecule to be sent to the user address.


In some embodiments, the invention provides a method for selecting a RNA effector molecule for modulating protein expression in a cell using the system of any one of the described systems.


In some embodiments, the system further comprises genome information of the cell, wherein by a user selection, the RNA effector molecules can be matched to target genomic sequences, comprising promoters, enhancers, introns and exons present in the genome.


In other embodiments, the invention provides the CHO cell transcriptome, wherein the CHO cell transcriptome sequences are a part of a database. In related embodiments, the siRNA sequences are part of a database.


The present invention also provides a method for improving a cell line, the method comprising modulating at least two transcripts using an effector RNA molecule, wherein a first transcript affects a first cell culture phenotype and a second transcript affects a second, different cell culture phenotype, wherein the cell culture phenotypes are selected from the group consisting of a cell growth rate, a cellular productivity, a peak cell density, a sustained cell viability, a rate of ammonia production or consumption, or a rate of lactate production or consumption. In some embodiments, the method further comprises modulating a third transcript affecting a third cell culture phenotype different from the first and second cell culture phenotypes. In particular embodiments, the cell line is a CHO cell line.


Embodiments of the invention also provide for an engineered cell line with an improved cellular productivity, improved cell growth rate, or improved cell viability, comprising a population of engineered cells, each of which comprising an engineered construct modulating one or more transcripts.


In some embodiments, the siRNA is selected from the group of siRNAs, wherein the RNA effector molecule comprises an antisense strand comprising at least 16 contiguous nucleotides (e.g., at least 17, at least 18, at least 19 nucleotides, etc.).


Embodiments also provide compositions and methods for producing a biological product from a host cell, particularly from CHO cell, the methods comprising contacting the cell with a RNA effector molecule, such as one or more siRNA molecules targeting the CHO transcriptome transcripts, a portion of which is complementary to a target transcript, maintaining the cell in a bioreactor for a time sufficient to modulate expression of the target gene, wherein the modulation enhances production of the biological product from the cell, and isolating the biological product from the cell.


An advantage of the present invention is the ability to substantially increase the yield and/or purity of the biological products produced by the host cells, and thereby reduce production costs, or to significantly reduce development times. Improved manufacturing logistics have the follow-on effect of enhancing quality, as well as expanding biological product supply.


The details of one or more embodiments of the invention are set forth in the description below. Other features, objects, and advantages of the invention will be apparent from the description and the drawings, and from the claim.





DESCRIPTION OF THE DRAWINGS


FIGS. 1A and 1B: FIG. 1A is am immunoblot labeling the Bax protein in day 2 CHO-S cells. The expression of Bax correlates with the decrease in viability over time in CHO-S cell cultures. The expression of Bax correlates with the decrease in viability over time in CHO-S cell cultures. FIG. 1B is a graph depicting the growth curve for CHO-S cells showing cell viability, total cell number, and proportion of viable cells as a function of days in cell culture. Viability decreases sharply around day 6.



FIGS. 2A and 2B are graphs depicting concentration-dependent inhibition of expression of Bak (FIG. 2B) and Bax (FIG. 2A) in CHO cells by RNA effector molecules against hamster Bak and Bax genes (Tables 3 and 4, respectively). Each of the tested RNA effector molecules inhibited expression with an IC50 in the sub-nanomolar range, except for RNA effector molecule B2 against Bax, which inhibited expression with an IC50 in the low nanomolar range.



FIG. 3 is a graph showing concentration-dependent inhibition of expression of LDH (measured as LDH activity) in CHO cells by RNA effector molecules against the hamster lactate dehydrogenase (LDH) gene. Each of the tested RNA effector molecules inhibited expression with an IC50 in the sub-nanomolar range.



FIGS. 4A to 4D: RNA effector molecules against hamster lactate dehydrogenase (LDH) decrease levels of LDH-A mRNA (FIG. 4A), protein (FIG. 4B), and activity (FIG. 4C) in C2, C16 and C36 CHO cell lines relative to control cells. Inhibition of LDH significantly enhances productivity of the CHO cell lines (FIG. 4D).



FIG. 5A to 5B: FIG. 5A is a bar graph and FIG. 5B is a line graph, each showing the effect of RNA effector molecules against Bax/Bak and LDH on the viability of cultured CHO cells. siRNA (1 nM) were added to cultured cells at 0-hr, 48-hr and 96-hr timepoints (arrows on curve) and cell viability was measured as the integral cell area (ICA) at day 5 (graph) and over time (curve). Control cells were treated with Stealth siRNA (scrambled control). Cells treated with siRNA against Bax/Bak and LDH exhibited enhanced viability relative to control cells at all time points measured.



FIG. 6 is a graph depicting that the addition of Bax/Bak/LDH siRNAs increases viable CHO cell density by at least 90%. Control cell (▪) and treated cell (▴) densities were measured daily until cell viability reached 50%. Integral cell areas (IGA) were determined (inset; control vs. Bax/Bak/LDH siRNA-treated). Arrows on x-axis indicate siRNA dosing days or nutrient feed days.



FIG. 7 is a graph depicting that the addition of Bax/Bak/LDH siRNAs increases percent viability of CHO by at least 50%. Percent viability of control cells (▪) and cells treated with Bax/Bak/LDH siRNAs (▴) were determined using Trypan Blue. The rate of apoptotic cell death was determined by measuring the slopes of each sample from day-5 until day-12 (inset; control vs. Bax/Bak/LDH siRNA-treated). Arrows on x-axis indicate siRNA dosing days.



FIG. 8 is a graph depicting that LDH enzyme activity is decreased in Bax/Bak/LDH siRNA-treated cells. Daily LDH activities were monitored in control-treated (▪) and Bax/Bak/LDH siRNA-treated cells (▴). Arrows on x-axis indicate siRNA dosing days.



FIG. 9 is a graph showing that lactate levels are lower in Bax/Bak/LDH siRNA-treated cell culture media compared to the control-treated cell media. Lactate levels in culture media were monitored daily in control siRNA-treated (▪) and Bax/Bak/LDH siRNA-treated (▴) cell cultures. Arrows on x-axis indicate siRNA dosing days.



FIG. 10 is a graph showing that glucose consumption in control siRNA-treated cells decreases following day 7 of the growth curve. Glucose levels from the Bax/Bak/LDH siRNA-treated cell media (▴) is significantly lower than the control siRNA-treated cell media (▪). Arrows along x-axis indicate nutrient feed days.



FIG. 11 is a graph showing that Bax/Bak/LDH siRNA-treated CHO cells have decreased Caspase 3 activity following log phase growth compared to control. Bax/Bak/LDH siRNA-treated cells demonstrate similar Caspase 3 activity to the control-siRNA-treated cells prior to day 6 but the following time points show higher Caspase activity in the control cells. A ratio (Δ) between Caspase 3 activity in the Bax/Bak/LDH siRNA-treated cells and in control-treated cells shows a biphasic activity response.



FIG. 12 is a graph showing the percent inhibition of mRNA level following Bax, Bak, and LDH siRNA addition.



FIG. 13 is a graph depicting that Bax/Bak/LDH siRNA decreases CHO cell apoptosis death rate by ˜300%.



FIG. 14 is a graph depicting the viability and cell density of cell treated with Bax/Bak siRNA (1 nM each) compared to a control FITC-siRNA (1 nM).



FIGS. 15A and 15B: FIG. 15A is a graph depicting the cell density and viability ratio of cells treated with siRNA targeting Bax/Bak/LDH compared to control treated cells. FIG. 15B shows that Bax/Bak/LDH siRNA improves both CHO cell density and viability in a large scale, 1 L bioreactor.



FIG. 16 shows a diagrammatic view of a computer system according to one embodiment of the invention.



FIG. 17 shows a diagrammatic view of a computer system according to an laternative embodiment of the invention.



FIG. 18 presents a diagram of the data structures according to one embodiment of the invention.



FIG. 19 shows a flow diagram of a method according to one embodiment of the invention.



FIG. 20 is a graph showing expression levels (fluorometric units, y-axis) of GFP over time in days (X-axis) in control DG44 CHO cells treated with lipid RNAiMax and no siRNAs, at temperatures of 37° C. and 28° C., i.e. lipid treated control.



FIG. 21 is a graph showing expression levels (fluorometric units, y-axis) of GFP over time in days (X-axis) in control DG44 CHO cells not treated with lipid RNAiMax or siRNAs, at temperatures of 37° C. and 28° C., i.e untreated controls.



FIGS. 22A-22C are graphs showing the % inhibition of GFP expression (y-axis) in DG44 CHO cells by transiently transfected siRNAs against GFP at 37° C. and 28° C. over time in days (x-axis). FIG. 22A, 0.1 nM siRNA. FIG. 22B, 1.0 nM siRNA. FIG. 22C, 10 nM siRNA.



FIG. 23 is a bar graph showing relative % GFP signal knockdown (y-axis) using 9 uptake enhancing formulations compared to Lipofectamine RNAiMax, see Table 19, for the 9 formulations depicted on the x-axis.



FIG. 24 is a bar graph showing LDH activity (y axis) using K8 (formulation 4) at various concentrations was effective as an uptake enhancer of siRNA against LDH in DG44 cells in a 250 mL shake flask.



FIG. 25 is a bar graph showing LDH activity (y axis) using K8 (formulation 4), L8, and P8 formulations at various concentrations were effective as uptake enhancers of siRNA against LDH in DG44 in suspension.



FIGS. 26A-26B are graph showing cell density (FIG. 26A) or % cell viability (FIG. 26B) over time in suspension CHO cell 50 mL shake flasks using P8 formulation or commercial formulation RNAiMax at the recommended concentration. Lipid formulations were dosed onto cells at day 0.



FIG. 30 is a graph that shows when sing the P8 NDL an siRNA directed against Lactate Dehydrogenase (LDH) achieves 80%-90% knockdown of LDH activity for 6 days with a single 1 nM dose in a 1 L bioreactor.



FIG. 28 is a graph that shows the results of a single dose of a 1 nM LDH siRNA formulated with P8 lipid on viable cell density and % LDH activity over an elapsed time of 6 days in 3 L and 40 L cultures.



FIG. 29 is a graph showing viable cell density and % viability (y-axis) over time in days after transfection of 40 L of DG44 cell culture using P8 as the transfection reagent.



FIG. 30 is a graph showing reduction in % LDH activity over time in 40 L of DG44 cell culture and a single dose of siRNA at day 0.



FIGS. 31A and 31B are bar graphs of antibodies prepared from control cells of cells contacted with dsRNA targeting the fucosyltransferase (FUT8) and GDP-mannose 4,6-dehydratase (GMDS) genes. FIG. 31A is a graph that shows the concentration of antibody produced by these cells; FIG. 31B is a graph that shows that antibodies produced from the FUT8 and GMDS dsRNA treated cells have >85% reduced binding to fucose-specific lectin.





DETAILED DESCRIPTION

The present invention is not limited to the particular methodology, protocols, and compositions, etc., described herein, as such may vary. The terminology used herein is for the purpose of describing particular embodiments only, and is not intended to limit the scope of the present invention, which is defined solely by the claims.


As used herein and in the claims, the singular forms include the plural reference and vice versa unless the context clearly indicates otherwise. Other than in the operating examples, or where otherwise indicated, all numbers expressing quantities of ingredients or reaction conditions used herein should be understood as modified in all instances by the term “about.”


All patents, oligonucleotide sequences identified by gene identification numbers, and other publications identified herein are expressly incorporated by reference for the purpose of describing and disclosing, for example, the methodologies described in such publications that might be used in connection with the present invention. These publications are provided solely for their disclosure prior to the filing date of the present application. Nothing in this regard should be construed as an admission that the inventors are not entitled to antedate such disclosure by virtue of prior invention or for any other reason. All statements as to the date or representation as to the contents of these documents is based on the information available to the applicants and does not constitute any admission as to the correctness of the dates or contents of these documents.


Unless defined otherwise, all technical and scientific terms used herein have the same meaning as those commonly understood to one of ordinary skill in the art to which this invention pertains. Although human gene symbols are typically designated by upper-case letters, in the present specification the use of either upper-case or lower-case gene symbols may be used interchangeably and include both human or non-human species. Thus, for example, a reference in the specification to the gene or gene target “lactate dehydrogenase A” as “LDHA” (or “LdhA”), includes human and/or non-human (e.g., avian, rodent, canine) genes and gene targets. In other words, the upper-case or lower-case letters in a particular gene symbol do not limit the scope of the gene or gene target to human or non-human species. All gene identification numbers provided herein (GeneID) are those of the National Center for Biotechnology Information “Entrez Gene” web site unless identified otherwise.


The invention provides methods for producing a biological product in a host cell, the methods including the steps of contacting the cell with at least one RNA effector molecule, a portion of which is complementary to at least a portion of a target gene, maintaining the cell for a time sufficient to modulate expression of the target gene, wherein the modulation enhances production of the biological product, and recovering the biological product from the cell. The description provided herein discloses how to make and use RNA effector molecules to produce a biological product in a host cell according to methods provided herein. Also disclosed are cell culture reagents and compositions comprising the RNA effector molecules and kits for carrying out the disclosed methods.


I. DEFINITIONS

As used herein the term “comprising” or “comprises” is used in reference to compositions, methods, and respective component(s) thereof, that are essential to the invention, yet open to the inclusion of unspecified elements, whether essential or not.


As used herein the term “consisting essentially of” refers to those elements required for a given embodiment. The term permits the presence of elements that do not materially affect the basic and novel or functional characteristic(s) of that embodiment of the invention.


The term “consisting of” refers to compositions, methods, and respective components thereof as described herein, which are exclusive of any element not recited in that description of the embodiment.


In the context of this invention, the term “oligonucleotide” or “nucleic acid molecule” encompasses not only nucleic acid molecules as expressed or found in nature, but also analogs and derivatives of nucleic acids comprising one or more ribo- or deoxyribo-nucleotide/nucleoside analogs or derivatives as described herein or as known in the art. Such modified or substituted oligonucleotides are often used over native forms because of properties such as, for example, enhanced cellular uptake, increased stability in the presence of nucleases, and the like, discussed further herein. A “nucleoside” includes a nucleoside base and a ribose sugar, and a “nucleotide” is a nucleoside with one, two or three phosphate moieties. The terms “nucleoside” and “nucleotide” can be considered to be equivalent as used herein. An oligonucleotide can be modified in the nucleobase structure or in the ribose-phosphate backbone structure, e.g., as described herein, including the modification of a RNA nucleotide into a DNA nucleotide. The molecules comprising nucleoside analogs or derivatives must retain the ability to form a duplex.


As non-limiting examples, an oligonucleotide can also include at least one modified nucleoside including but not limited to a 2′-O-methyl modified nucleoside, a nucleoside comprising a 5′ phosphorothioate group, a terminal nucleoside linked to a cholesterol derivative or dodecanoic acid bisdecylamide group, a locked nucleoside, an abasic nucleoside, a 2′-deoxy-2′-fluoro modified nucleoside, a 2′-amino-modified nucleoside, 2′-alkyl-modified nucleoside, morpholino nucleoside, a phosphoramidate or a non-natural base comprising nucleoside, or any combination thereof. Alternatively, an oligonucleotide can comprise at least two modified nucleosides, at least 3, at least 4, at least 5, at least 6, at least 7, at least 8, at least 9, at least 10, at least 15, at least 20, or more, up to the entire length of the oligonucleotide. The modifications need not be the same for each of such a plurality of modified nucleosides in an oligonucleotide. When RNA effector molecule is double stranded, each strand can be independently modified as to number, type and/or location of the modified nucleosides. In one embodiment, modified oligonucleotides contemplated for use in methods and compositions described herein are peptide nucleic acids (PNAs) that have the ability to form the required duplex structure and that permit or mediate the specific degradation of a target RNA via a RISC pathway.


The terms “ribonucleoside”, “ribonucleotide”, “nucleotide”, or “deoxyribonucleotide” can also refer to a modified nucleotide, as further detailed herein, or a surrogate replacement moiety. A ribonucleotide comprising a thymine base is also referred to as 5-methyl uridine and a deoxyribonucleotide comprising a uracil base is also referred to as deoxy-Uridine in the art. Guanine, cytosine, adenine, thymine and uracil can be replaced by other moieties without substantially altering the base pairing properties of an oligonucleotide comprising a nucleotide bearing such replacement moiety. For example, without limitation, a nucleotide comprising inosine as its base can base pair with nucleotides containing adenine, cytosine, or uracil. Hence, nucleotides containing uracil, guanine, or adenine can be replaced in the nucleotide sequences of dsRNA featured in the invention by a nucleotide containing, for example, inosine. In another example, adenine and cytosine anywhere in the oligonucleotide can be replaced with guanine and uracil, respectively to form G-U Wobble base pairing with the target mRNA. Sequences containing such replacement moieties are suitable for the compositions and methods featured in the invention.


Similarly, the skilled artisan will recognize that the term “RNA molecule” or “ribonucleic acid molecule” encompasses not only RNA molecules as expressed or found in nature, but also analogs and derivatives of RNA comprising one or more ribonucleotide or ribonucleoside analogs or derivatives as described herein or as known in the art. The terms “ribonucleoside” and “ribonucleotide” can be considered to be equivalent as used herein. The RNA can be modified in the nucleobase structure or in the ribose-phosphate backbone structure, e.g., as described herein.


In one aspect, a RNA effector molecule can include a deoxyribonucleoside residue. In such an instance, a RNA effector molecule agent can comprise one or more deoxynucleosides, including, for example, a deoxynucleoside overhang(s), or one or more deoxynucleosides within the double stranded portion of a dsRNA.


In some embodiments, a plurality of RNA effector molecules is used to modulate expression of one or more target genes. A “plurality” refers to at least 2 or more RNA effector molecules e.g., 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 30, 40, 50, 60, 80, 100 RNA effector molecules or more. “Plurality” can also refer to at least 2 or more target genes, e.g., 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 30, 40, 50, 60, 70, 80, 90, 100 target genes or more.


As used herein the term “contacting a host cell” refers to the treatment of a host cell with an agent such that the agent is introduced into the cell. Typically the host cell is in culture, e.g., using at least one RNA effector molecule (e.g., a siRNA), often prepared in a composition comprising a delivery agent that facilitates RNA effector uptake into the cell e.g., to contact the cell in culture by adding the composition to the culture medium. In one embodiment the host cell is contacted with a vector that encodes a RNA effector molecule, e.g., an integrating or non-integrating vector. In one embodiment the cell is contacted with a vector that encodes a RNA effector molecule prior to culturing the host cell for biological production, e.g., by transfection or transduction.


In one embodiment contacting a host cell does not include contacting the host cell with a vector that encodes a RNA effector molecule. In one embodiment, contacting a host cell does not include contacting a host cell with a vector the encodes a RNA effector molecule prior to culturing the host cell for biological production, i.e., the cell is contacted with a RNA effector molecule only in cell growth culture, e.g., added to the host cell culture during the process of producing a biological product. The step of contacting a host cell in culture with a RNA effector molecule(s) can be repeated more than once (e.g., twice, 3×, 4×, 5×, 6×, 7×, 8×, 9×, 10×, 11×, 12×, 13×, 14×, 15×, 16×, 17×, 18×, 19×, 20×, 30×, 40×, 50×, 60×, 70×, 80×, 90×, 100× or more). In one embodiment, the cell is contacted such that the target gene is modulated only transiently, e.g., by addition of a RNA effector molecule composition to the cell culture medium used for the production of a biological product where the presence of the RNA effector molecules dissipates over time, i.e., the RNA effector molecule is not constitutively expressed in the cell.


“Introducing into a cell”, when referring to a RNA effector molecule, means facilitating or effecting uptake or absorption into the cell, as is understood by those skilled in the art. Absorption or uptake of a RNA effector molecule can occur through unaided diffusive or active cellular processes, or by auxiliary agents or devices. For example, introducing into a cell means contacting a host cell with at least one RNA effector molecule, or means the treatment of a cell with at least one RNA effector molecule and an agent that facilitates or effects uptake or absorption into the cell, often prepared in a composition comprising the RNA effector molecule and delivery agent that facilitates RNA effector molecule uptake (e.g., a transfection reagent, an emulsion, a cationic lipid, a non-cationic lipid, a charged lipid, a liposome, an anionic lipid, a penetration enhancer, or a modification to the RNA effector molecule to attach, e.g., a ligand, a targeting moiety, a peptide, a lipophilic group etc.). In vitro introduction into a cell includes methods known in the art such as electroporation and lipofection. Further approaches are described herein below or known in the art.


As used herein, a “RNA effector composition” includes an effective amount of a RNA effector molecule and an acceptable carrier. As used herein, “effective amount” refers to that amount of a RNA effector molecule effective to produce an effect (e.g., modulatory effect) on a bioprocess for the production of a biological product. In one embodiment, the RNA effector composition comprises a reagent that facilitates RNA effector molecule uptake (e.g., a transfection reagent, an emulsion, a cationic lipid, a non-cationic lipid, a charged lipid, a liposome, an anionic lipid, a penetration enhancer, or a modification to the RNA effector molecule to attach e.g., a ligand, a targeting moiety, a peptide, a lipophilic group, etc.).


The term “acceptable carrier” refers to a carrier for administration of a RNA effector molecule to cultured cells. Such carriers include, but are not limited to, saline, buffered saline, dextrose, water, glycerol, ethanol, and combinations thereof. In one embodiment the term “acceptable carrier” specifically excludes cell culture medium.


The term “expression” as used herein is intended to mean the transcription to a RNA and/or translation to one or more polypeptides from a target gene coding for the sequence of the RNA and/or the polypeptide.


As used herein, “target gene” refers to a gene that encodes a protein that affects one or more aspects of the production of a biological product by a host cell, such that modulating expression of the gene enhances production of the biological product. Target genes can be derived from the host cell, endogenous to the host cell (present in the host cell genome), transgenes (gene constructs inserted at ectopic sites in the host cell genome), or derived from a pathogen (e.g., a virus, fungus or bacterium) that is capable of infecting the host cell or the subject who will use the biological product or derivatives thereof (e.g., humans). Additionally, in some embodiments, a “target gene” refers to a gene that regulates expression of a nucleic acid (i.e., non-encoding genes) that affects one or more aspects of the production of a biological product by a cell, such that modulating expression of the gene enhances production of the biological product.


By “target gene RNA” or “target RNA” is meant RNA transcribed from the target gene. Hence, a target gene can be a coding region, a promoter region, a 3′ untranslated region (3′-UTR), and/or a 5′-UTR of the target gene.


A target gene RNA that encodes a polypeptide is more commonly known as messenger RNA (mRNA). Target genes can be derived from the host cell, latent in the host cell, endogenous to the host cell (present in the host cell genome), transgenes (gene constructs inserted at ectopic sites in the host cell genome), or derived from a pathogen (e.g., a virus, fungus or bacterium) which is capable of infecting either the host cell or the subject who will use the a biological product or derivatives or products thereof. In some embodiments, the target gene encodes a protein that affects one or more aspects of post-translational modification, e.g., peptide glycosylation, by a host cell. For example, modulating expression of a gene encoding a protein involved in post-translational processing enhances production of a polypeptide comprising at least one terminal mannose.


In some embodiments, the target gene encodes a non-coding RNA (ncRNA), such as an untranslated region. As used herein, a ncRNA refers to a target gene RNA that is not translated into a protein. The ncRNA can also be referred to as non-protein-coding RNA (npcRNA), non-messenger RNA (nmRNA), small non-messenger RNA (snmRNA), and functional RNA (fRNA) in the art. The target gene from which a ncRNA is transcribed as the end product is also referred to as a RNA gene or ncRNA gene. ncRNA genes include highly abundant and functionally important RNAs such as transfer RNA (tRNA) and ribosomal RNA (rRNA), as well as RNAs such as snoRNAs, microRNAs, siRNAs, and piRNAs. As used herein, a RNA effector molecule is said to target within a particular site of a RNA transcript if the RNA effector molecule promotes cleavage of the transcript anywhere within that particular site.


In some embodiments, the target gene is an endogenous gene of the host cell. For example, the target gene can encode the biological product or a portion thereof when the biological product is a polypeptide. The target gene can also encode a host cell protein that directly or indirectly affects one or more aspects of the production of the biological product. Examples of target genes that affect the production of polypeptides include genes encoding proteins involved in the secretion, folding or post-translational modification of polypeptides (e.g., glycosylation, deamidation, disulfide bond formation, methionine oxidation, or pyroglutamation); genes encoding proteins that influence a property or phenotype of the host cell (e.g., growth, viability, cellular pH, cell cycle progression, apoptosis, carbon metabolism or transport, lactate formation, cytoskeletal structure (e.g., actin dynamics), susceptibility to viral infection or RNAi uptake, activity or efficacy); and genes encoding proteins that impair the production of a biological product by the host cell (e.g., a protein that binds or co-purifies with the biological product).


In some embodiments, production of a biological product is enhanced by targeting the expression of a protein that binds to the product. For example, in producing a growth factor, a hormone, or a cell signaling protein, it can be advantageous to reduce or inhibit expression of its receptor/ligand so that its production in the cell does not elicit a biological response. A receptor can be a cell surface receptor or an internal (e.g., nuclear) receptor. Thus, for example, production of a biological product such as an interferon (e.g., interferon-β) can be enhanced by reducing the expression level of the interferon receptor present in the host cell cell (e.g., IFNAR1 (for example, by contacting the host cell by use of a corresponding RNA effector molecule comprising an an antisense strand comprising at least 16 contiguous nucleotides (e.g., at least 17, at least 18, at least 19 nucleotides) of an oligonucleotide nucleotide having a sequence selected from the group consisting of SEQ ID NOs:2436536-2436863 or IFNAR2. The expression of the binding partner can be modulated by contacting the host cell with a RNA effector molecule targeting the receptor gene according to methods described herein.


In some embodiments, the target gene encodes a host cell protein that indirectly affects the production of the biological product such that inhibiting expression of the target gene enhances production of the biological product. For example, the target gene can encode an abundantly expressed host cell protein that does not directly influence production of the biological product, but indirectly decreases its production, for example by utilizing cellular resources that could otherwise enhance production of the biological product. Target genes are discussed in more detail herein.


The term “modulates expression of” and the like, in so far as it refers to a target gene, herein refers to the modulation of expression of a target gene, as manifested by a change (e.g., an increase or a decrease) in the amount of target gene mRNA that can be isolated from or detected in a first cell or group of cells in which a target gene is transcribed and that has or have been treated such that the expression of a target gene is modulated, as compared to a second cell or group of cells substantially identical to the first cell or group of cells but that has or have not been so treated (control cells). The degree of modulation can be expressed in terms of:










(

mRNA





in





control





cells

)

-

(

mRNA





in





treated





cells

)



(

mRNA





in





control





cells

)


·
100


%




Alternatively, the degree of modulation can be given in terms of a parameter that is functionally linked to target gene expression, e.g., the amount of protein encoded by a target gene, or the number of cells displaying a certain phenotype, e.g., stabilization of microtubules. In principle, target gene modulation can be determined in any host cell expressing the target gene, either constitutively or by genomic engineering, and by any appropriate assay known in the art.


For example, in certain instances, expression of a target gene is inhibited. For example, expression of a target gene is inhibited by at least about 10%, 15%, 20%, 25%, 30%, 35%, 40%, 45%, or 50% by administration of a RNA effector molecule provided herein. In some embodiments, a target gene is inhibited by at least about 60%, 70%, or 80% by administration of a RNA effector molecule. In some embodiments, a target gene is inhibited by at least about 85%, 90%, or 95% or more by administration of a RNA effector molecule as described herein. In other instances, expression of a target gene is activated by at least about 10%, 20%, 25%, 50%, 100%, 200%, 400% or more by administration of a RNA effector molecule provided herein. In some embodiments, the modulation of expression is a partial inhibition. In some aspects, the partial inhibition is no greater than a percent inhibition selected from the group consisting of 10%, 15%, 20%, 25%, 30%, 35%, 40%, 45%, 50%, 55%, 60%, 65%, 70%, 75%, 80%, and 85%.


As used herein, the term “RNA effector molecule” refers to an oligonucleotide agent capable of modulating the expression of a target gene, as defined herein, within a host cell, or a oligonucleotide agent capable of forming such an oligonucleotide, optionally, within a host cell (i.e., upon being introduced into a host cell). A portion of a RNA effector molecule is substantially complementary to at least a portion of the target gene, such as the coding region, the promoter region, the 3′ untranslated region (3′-UTR), and/or the 5′-UTR of the target gene. In some embodiments, the RNA effector molecule comprises at least 16 contiguous nucleotides of the nucleotide sequence to be targeted (e.g., at least 17, at least 18, at least 19, or more contiguous nucleotides of the nucleotide sequence to be targeted).


The RNA effector molecules described herein generally have a first strand and a second strand, one of which is substantially complementary to at least a portion of the target gene and modulate expression of target genes by one or more of a variety of mechanisms, including but not limited to, Argonaute-mediated post-transcriptional cleavage of target gene mRNA transcripts (sometimes referred to in the art as RNAi) and/or other pre-transcriptional and pre-translational mechanisms.


RNA effector molecules can comprise a single strand or more than one strand, and can include, e.g., double stranded RNA (dsRNA), microRNA (miRNA), antisense RNA, promoter-directed RNA (pdRNA), Piwi-interacting RNA (piRNA), expressed interfering RNA (eiRNA), short hairpin RNA (shRNA), antagomirs, decoy RNA, DNA, plasmids and aptamers. The RNA effector molecule can be single-stranded or double-stranded. A single-stranded RNA effector molecule can have double-stranded regions and a double-stranded RNA effector can have single-stranded regions.


The term “portion”, when used in reference to an oligonucleotide (e.g., a RNA effector molecule), refers to a portion of a RNA effector molecule having a desired length to effect complementary binding to a region of a target gene, or a desired length of a duplex region. For example, a “portion” or “region” refers to a nucleic acid sequence of at least 3, at least 4, at least 5, at least 6, at least 7, at least 8, at least 9, at least 10 or more nucleotides up to one nucleotide shorter than the entire RNA effector molecule. In some embodiments, the “region” or “portion” when used in reference to a RNA effector molecule includes nucleic acid sequence one nucleotide shorter than the entire nucleic acid sequence of a strand of a RNA effector molecule. One of skill in the art can vary the length of the “portion” that is complementary to the target gene or arranged in a duplex, such that a RNA effector molecule having desired characteristics (e.g., inhibition of a target gene or stability) is produced. Although not bound by theory, RNA effector molecules provided herein can modulate expression of target genes by one or more of a variety of mechanisms, including but not limited to, Argonaute-mediated post-transcriptional cleavage of target gene mRNA transcripts (sometimes referred to in the art as RNAi) and/or other pre-transcriptional and/or pre-translational mechanisms.


RNA effector molecules disclosed herein include a RNA strand (the antisense strand) having a region which is 30 nucleotides or less in length, e.g., 10 to 30 nucleotides in length, or 19 to 24 nucleotides in length, which region is substantially complementary to at least a portion of a target gene that affects one or more aspects of the production of a biological product, such as the yield, purity, homogeneity, biological activity, or stability of the biological product. The RNA effector molecules interact with RNA transcripts of target genes and mediate their selective degradation or otherwise prevent their translation.


The term “antisense strand” refers to the strand of a RNA effector molecule, e.g., a dsRNA, which includes a region that is substantially complementary to a target sequence. The term “region of complementarity” refers to the region on the antisense strand that is substantially complementary to a sequence, for example a target sequence, as defined herein. Where the region of complementarity is not fully complementary to the target sequence, the mismatches can be in the internal or terminal regions of the molecule. Generally, the most tolerated mismatches are in the terminal regions, e.g., within 5, 4, 3, or 2 nucleotides of the 5′ and/or 3′ terminus


The term “sense strand” refers to the strand of a RNA effector molecule that includes a region that is substantially complementary to a region of the antisense strand as that term is defined herein.


As used herein, and unless otherwise indicated, the term “complementary”, when used to describe a first nucleotide sequence in relation to a second nucleotide sequence, refers to the ability of an oligonucleotide or polynucleotide comprising the first nucleotide sequence to hybridize and form a duplex structure under certain conditions with an oligonucleotide or polynucleotide comprising the second nucleotide sequence, as understood by the skilled artisan. “Complementary” sequences can also include, or be formed entirely from, non-Watson-Crick base pairs and/or base pairs formed from non-natural and modified nucleotides, in as far as the above requirements with respect to their ability to hybridize are fulfilled. Such non-Watson-Crick base pairs includes, but are not limited to, G:U Wobble or Hoogstein base pairing. Hybridization conditions can, for example, be stringent conditions, where stringent conditions can include 400 mM NaCl, 40 mM PIPES pH 6.4, 1 mM EDTA, 50° C. or 70° C. for 12 to 16 hours followed by washing. Other conditions, such as physiologically relevant conditions as may be encountered inside an organism, can apply. The skilled artisan will be able to determine the set of conditions most appropriate for a test of complementarity of two sequences in accordance with the ultimate application of the hybridized nucleotides.


The terms “complementary,” “fully complementary” and “substantially complementary” herein can be used with respect to the base matching between the sense strand and the antisense strand of a dsRNA, or between the antisense strand of a RNA effector molecule agent and a target sequence, as will be understood from the context of use. As used herein, an oligonucleotide that is “substantially complementary to at least part of” a target gene refers to an oligonucleotide that is substantially complementary to a contiguous portion of a target gene of interest (e.g., a mRNA encoded by a target gene, the target gene's promoter region or 3′ UTR, or ERV LTR). For example, an oligonucleotide is complementary to at least a part of a target mRNA if the sequence is substantially complementary to a non-interrupted portion of an mRNA encoded by a target gene.


Complementary sequences within a RNA effector molecule, e.g., within a dsRNA (a double-stranded ribonucleic acid) as described herein, include base-pairing of the oligonucleotide or polynucleotide comprising a first nucleotide sequence to an oligonucleotide or polynucleotide comprising a second nucleotide sequence over the entire length of one or both nucleotide sequences. Such sequences can be referred to as “fully complementary” with respect to each other herein. Where a first sequence is referred to as “substantially complementary” with respect to a second sequence herein, the two sequences can be fully complementary, or they can form one or more, but generally not more than 5, 4, 3 or 2 mismatched base pairs upon hybridization for a duplex up to 30 base pairs, while retaining the ability to hybridize under the conditions most relevant to their ultimate application, e.g., inhibition of gene expression via a RISC pathway. Where two oligonucleotides are designed to form, upon hybridization, one or more single-stranded overhangs, such overhangs shall not be regarded as mismatches with regard to the determination of complementarity. For example, a dsRNA comprising one oligonucleotide 21 nucleotides in length and another oligonucleotide 23 nucleotides in length, wherein the longer oligonucleotide comprises a sequence of 21 nucleotides that is fully complementary to the shorter oligonucleotide, can yet be referred to as “fully complementary” for the purposes described herein.


In some embodiments, the RNA effector molecule comprises a single-stranded oligonucleotide that interacts with and directs the cleavage of RNA transcripts of a target gene. For example, single stranded RNA effector molecules comprise a 5′ modification including one or more phosphate groups or analogs thereof to protect the effector molecule from nuclease degradation. The RNA effector molecule can be a single-stranded antisense nucleic acid having a nucleotide sequence that is complementary to at least a portion of a “sense” nucleic acid of a target gene, e.g., the coding strand of a double-stranded cDNA molecule or a RNA sequence, e.g., a pre-mRNA, mRNA, miRNA, or pre-miRNA. Accordingly, an antisense nucleic acid can form hydrogen bonds with a sense nucleic acid target. In an alternative embodiment, the RNA effector molecule comprises a duplex region of at least nine nucleotides in length.


Given a coding strand sequence (e.g., the sequence of a sense strand of a cDNA molecule), antisense nucleic acids can be designed according to the rules of Watson-Crick base pairing. The antisense nucleic acid can be complementary to a portion of the coding or noncoding region of a RNA, e.g., the region surrounding the translation start site of a pre-mRNA or mRNA, e.g., the 5′ UTR. An antisense oligonucleotide can be, for example, about 10 to 25 nucleotides in length (e.g., 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, or 24 nucleotides in length). In some embodiments, the antisense oligonucleotide comprises one or more modified nucleotides, e.g., phosphorothioate derivatives and/or acridine substituted nucleotides, designed to increase its biological stability of the molecule and/or the physical stability of the duplexes formed between the antisense and target nucleic acids. Antisense oligonucleotides can comprise ribonucleotides only, deoxyribonucleotides only (e.g., oligodeoxynucleotides), or both deoxyribonucleotides and ribonucleotides. For example, an antisense agent consisting only of ribonucleotides can hybridize to a complementary RNA and prevent access of the translation machinery to the target RNA transcript, thereby preventing protein synthesis. An antisense molecule including only deoxyribonucleotides, or deoxyribonucleotides and ribonucleotides, can hybridize to a complementary RNA and the RNA target can be subsequently cleaved by an enzyme, e.g., RNAse H, to prevent translation. The flanking RNA sequences can include 2′-O-methylated nucleotides, and phosphorothioate linkages, and the internal DNA sequence can include phosphorothioate internucleotide linkages. The internal DNA sequence is preferably at least five nucleotides in length when targeting by RNAseH activity is desired.


In some embodiments, RNA effector molecule is a double-stranded oligonucleotide. The term “double-stranded RNA” or “dsRNA”, as used herein, refers to an oligonucleotide molecule or complex of molecules having a hybridized duplex region that comprises two anti-parallel and substantially complementary nucleic acid strands, which will be referred to as having “sense” and “antisense” orientations with respect to a target RNA. Typically, region of complementarity is 30 nucleotides or less in length, generally, for example, 10 to 26 nucleotides in length, 18 to 25 nucleotides in length, or 19 to 24 nucleotides in length, inclusive. Upon contact with a cell expressing the target gene, the RNA effector molecule inhibits the expression of the target gene by at least 10% as assayed by, for example, a PCR or branched DNA (bDNA)-based method, or by a protein-based method, such as by western blot. Expression of a target gene in cell culture can be assayed by measuring target gene mRNA levels, e.g., by bDNA or TAQMAN® assay, or by measuring protein levels, e.g., by immunofluorescence analysis or quantitative immunoblot.


The duplex region can be of any length that permits specific degradation of a desired target RNA through a RISC pathway, but will typically range from 9 to 36 base pairs in length, e.g., 15 to 30 base pairs in length. More specifically, the duplex region can be of any length that permits specific degradation of a desired target RNA through a RISC pathway, but will typically range from 9 to 36 base pairs in length, e.g., 15 to 30 base pairs in length. Considering a duplex between 9 and 36 base pairs, the duplex can be any length in this range, for example, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, or 36 and any sub-range there between, including, but not limited to 15 to 30 base pairs, 15 to 26 base pairs, 15 to 23 base pairs, 15 to 22 base pairs, 15 to 21 base pairs, 15 to 20 base pairs, 15 to 19 base pairs, 15 to 18 base pairs, 15 to 17 base pairs, 18 to 30 base pairs, 18 to 26 base pairs, 18 to 23 base pairs, 18 to 22 base pairs, 18 to 21 base pairs, 18 to 20 base pairs, 19 to 30 base pairs, 19 to 26 base pairs, 19 to 23 base pairs, 19 to 22 base pairs, 19 to 21 base pairs, 19 to 20 base pairs, 20 to 30 base pairs, 20 to 26 base pairs, 20 to 25 base pairs, 20 to 24 base pairs, 20 to 23 base pairs, 20 to 22 base pairs, 20 to 21 base pairs, 21 to 30 base pairs, 21 to 26 base pairs, 21 to 25 base pairs, 21 to 24 base pairs, 21 to 23 base pairs, or 21 to 22 base pairs, inclusive.


dsRNAs generated in the cell by processing with Dicer and similar enzymes are generally in the range of 19 to 22 base pairs in length. One strand of the duplex region of a dsDNA comprises a sequence that is substantially complementary to a region of a target RNA. The two strands forming the duplex structure can be from a single RNA molecule having at least one self-complementary region, or can be formed from two or more separate RNA molecules. Where the duplex region is formed from two strands of a single molecule, the molecule can have a duplex region separated by a single stranded chain of nucleotides (a “hairpin loop”) between the 3′-end of one strand and the 5′-end of the respective other strand forming the duplex structure. The hairpin loop can comprise at least one unpaired nucleotide; in some embodiments the hairpin loop can comprise at least 3, at least 4, at least 5, at least 6, at least 7, at least 8, at least 9, at least 10, at least 20, at least 23 or more unpaired nucleotides. Where the two substantially complementary strands of a dsRNA are comprised by separate RNA molecules, those molecules need not, but can be covalently connected. Where the two strands are connected covalently by means other than a hairpin loop, the connecting structure is referred to as a “linker.” The term “sRNA effector molecule” is also used herein to refer to a dsRNA.


Described herein are RNA effector molecules that modulate expression of a target gene. In one embodiment, the RNA effector molecule agent includes double-stranded ribonucleic acid (dsRNA) molecules for inhibiting the expression of a target gene in a cell, where the dsRNA includes an antisense strand having a region of complementarity which is complementary to at least a part of a target gene formed in the expression of a target gene, and where the region of complementarity is 30 nucleotides or less in length, generally 10 to 24 nucleotides in length, and where the dsRNA, upon contact with an cell expressing the target gene, inhibits the expression of the target gene by at least 10% as assayed by, for example, a PCR, PERT, or branched DNA- (bDNA)-based method, or by a protein-based method, such as a protein immunoblot (e.g., a western blot). Expression of a target gene in an cell can be assayed by measuring target gene mRNA levels, e.g., by PERT, bDNA or TAQMAN® gene expression assay, or by measuring protein levels, e.g., by immunofluorescence analysis or quantitative protein immunoblot.


A dsRNA includes two RNA strands that are sufficiently complementary to hybridize to form a duplex structure under conditions in which the dsRNA will be used. One strand of a dsRNA (the antisense strand) includes a region of complementarity that is substantially complementary, and generally fully complementary, to a target sequence, derived, for example, from the sequence of an mRNA formed during the expression of a target gene. The other strand (the sense strand) includes a region that is complementary to the antisense strand, such that the two strands hybridize and form a duplex structure when combined under suitable conditions. Generally, the duplex structure is, for example between 9 and 36, between 10 to 30 base pairs, between 18 and 25, between 19 and 24, or between 19 and 21 base pairs in length, inclusive. Similarly, the region of complementarity to the target sequence is, for example, between 10 and 30, between 18 and 25, between 19 and 24, or between 19 and 21 nucleotides in length, inclusive. In some embodiments, the dsRNA is between 10 and 20 nucleotides in length, inclusive, and in other embodiments, the dsRNA is between 25 and 30 nucleotides in length, inclusive. Thus, in one embodiment, to the extent that it becomes processed to a functional duplex of e.g., 15 to 30 base pairs that targets a desired RNA for cleavage, a RNA molecule or complex of RNA molecules having a duplex region greater than 30 base pairs is a dsRNA. As the ordinarily skilled person will recognize, the targeted region of a RNA targeted for cleavage will most often be part of a larger RNA molecule, often a mRNA molecule. In one embodiment, the dsRNA is a siRNA.


Where relevant, a “part” of a mRNA target is a contiguous sequence of a mRNA target of sufficient length to be a substrate for RNAi-directed cleavage (i.e., cleavage through a RISC pathway). dsRNAs having duplexes as short as 9 base pairs can, under some circumstances, mediate RNAi-directed RNA cleavage. Most often a target will be at least 10 nucleotides in length, such as from 15 to 30 nucleotides in length, inclusive.


The skilled person is well aware that dsRNAs having a duplex structure of between 20 and 23, but specifically 21, base pairs have been hailed as particularly effective in inducing RNA interference. Elbashir et al., 20 EMBO 6877-88 (2001). In the embodiments described above, by virtue of the nature of the oligonucleotide sequences, dsRNAs described herein can include at least one strand of a length of 21 nucleotides. It can be reasonably expected that shorter duplexes having one of the sequences minus only a few nucleotides on one or both ends can be similarly effective as compared to the dsRNAs described in detail. Hence, dsRNAs having a partial sequence of at least 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, or more contiguous nucleotides from a given sequence, and differing in their ability to inhibit the expression of a target gene by not more than 5%, 10%, 15%, 20%, 25%, or 30% inhibition from a dsRNA comprising the full sequence, are contemplated according to the invention.


The dsRNA can be synthesized by standard methods known in the art as further discussed below, e.g., by use of an automated DNA synthesizer, such as are commercially available from, for example, Biosearch Technologies (Novato, Calif.). In one embodiment, a target gene is a human target gene. In specific embodiments, the first sequence is a sense strand of a dsRNA that includes a sense sequence and the second sequence is a strand of a ds RNA that includes an antisense sequence. Alternative dsRNA agents that target elsewhere in the target sequence can readily be determined using the target sequence and the flanking target sequence. In this aspect, one of the two sequences is complementary to the other of the two sequences, with one of the sequences being substantially complementary to a sequence of an mRNA generated in the expression of a target gene. As such, in this aspect, a dsRNA will include two oligonucleotides, where one oligonucleotide is described as the sense strand and the second oligonucleotide is described as the antisense strand. As described elsewhere herein and as known in the art, the complementary sequences of a dsRNA can also be contained as self-complementary regions of a single nucleic acid molecule, as opposed to being on separate oligonucleotides.


A double-stranded oligonucleotide can include one or more single-stranded nucleotide overhangs. As used herein, the term “nucleotide overhang” refers to at least one unpaired nucleotide that protrudes from the terminus of a duplex structure of a double-stranded oligonucleotide, e.g., a dsRNA. For example, when a 3′-end of one strand of double-stranded oligonucleotide extends beyond the 5′-end of the other strand, or vice versa, there is a nucleotide overhang. A double-stranded oligonucleotide can comprise an overhang of at least one nucleotide; alternatively the overhang can comprise at least two nucleotides, at least three nucleotides, at least four nucleotides, at least five nucleotides or more. A nucleotide overhang can comprise or consist of a nucleotide/nucleoside analog. The overhang(s) can be on the sense strand, the antisense strand or any combination thereof. Furthermore, the nucleotide(s) of an overhang can be present on the 5′ end, 3′ end, or both ends of either an antisense or sense strand of a dsRNA.


In one embodiment, at least one end of a dsRNA has a single-stranded nucleotide overhang of 1 to 4, generally 1 or 2 nucleotides. dsRNAs having at least one nucleotide overhang have unexpectedly superior inhibitory properties relative to their blunt-ended counterparts. Moreover, the presence of a nucleotide overhang on only one strand, at one end of a dsRNA, strengthens the interference activity of the dsRNA, without affecting its overall stability. Such an overhang need not be a single nucleotide overhang; a dinucleotide overhang can also be present.


The antisense strand of a double-stranded oligonucleotide has a 1 to 10 nucleotide overhang at the 3′ end and/or the 5′ end, such as a double-stranded oligonucleotide having a 1 to 10 nucleotide overhang at the 3′ end and/or the 5′ end. One or more of the internucleoside linkages in the overhang can be replaced with a phosphorothioate. In some embodiments, the overhang comprises one or more deoxyribonucleoside or the overhang comprises one or more dT, e.g., the sequence 5′-dTdT-3′ or 5′-dTdTdT-3′. In some embodiments, overhang comprises the sequence 5′-dT*dT-3, wherein * is a phosphorothioate internucleoside linkage.


Without being bound theory, double-stranded oligonucleotides having at least one nucleotide overhang have unexpectedly superior inhibitory properties relative to their blunt-ended counterparts. Moreover, the presence of a nucleotide overhang on only one strand, at one end of a dsRNA, strengthens the interference activity of the double-stranded oligonucleotide, without affecting its overall stability.


dsRNA having only one overhang has proven particularly stable and effective in vivo, as well as in a variety of cells, cell culture media, blood, and serum. Generally, the single-stranded overhang is located at the 3′-terminal end of an antisense strand or, alternatively, at the 3′-terminal end of a sense strand. The dsRNA having an overhang on only one end will also have one blunt end, generally located at the 5′-end of the antisense strand. Such dsRNAs have superior stability and inhibitory activity, thus allowing administration at low dosages, i.e., less than 5 mg/kg body weight of the recipient per day. In one embodiment, the antisense strand of a dsRNA has a 1 to 10 nucleotide overhang at the 3′ end and/or the 5′ end. In one embodiment, the sense strand of a dsRNA has a 1 to 10 nucleotide overhang at the 3′ end and/or the 5′ end. In another embodiment, one or more of the nucleotides in the overhang is replaced with a nucleoside thiophosphate.


The terms “blunt” or “blunt ended” as used herein in reference to double-stranded oligonucleotide mean that there are no unpaired nucleotides or nucleotide analogs at a given terminal end of a double-stranded oligonucleotide, i.e., no nucleotide overhang. One or both ends of a double-stranded oligonucleotide can be blunt. Where both ends are blunt, the oligonucleotide is said to be double-blunt ended. To be clear, a “double-blunt ended” oligonucleotide is a double-stranded oligonucleotide that is blunt at both ends, i.e., no nucleotide overhang at either end of the molecule. Most often such a molecule will be double-stranded over its entire length. When only one end of is blunt, the oligonucleotide is said to be single-blunt ended. To be clear, a “single-blunt ended” oligonucleotide is a double-stranded oligonucleotide that is blunt at only one end, i.e., no nucleotide overhang at one end of the molecule. Generally, a single-blunt ended oligonucleotide is blunt ended at the 5′-end of sense stand.


A RNA effector molecule as described herein can contain one or more mismatches to the target sequence. For example, a RNA effector molecule as described herein contains no more than three mismatches. If the antisense strand of the RNA effector molecule contains mismatches to a target sequence, it is preferable that the area of mismatch not be located in the center of the region of complementarity. If the antisense strand of the RNA effector molecule contains mismatches to the target sequence, it is preferable that the mismatch be restricted to be within the last 5 nucleotides from either the 5′ or 3′ end of the region of complementarity. For example, for a 23-nucleotide RNA effector molecule agent RNA strand which is complementary to a region of a target gene, the RNA strand generally does not contain any mismatch within the central 13 nucleotides. The methods described herein, or methods known in the art, can be used to determine whether a RNA effector molecule containing a mismatch to a target sequence is effective in inhibiting the expression of a target gene. Consideration of the efficacy of RNA effector molecules with mismatches in inhibiting expression of a target gene is important, especially if the particular region of complementarity in a target gene is known to have polymorphic sequence variation within the population.


In some embodiments, the RNA effector molecule is a promoter-directed RNA (pdRNA) which is substantially complementary to at least a portion of a noncoding region of an mRNA transcript of a target gene. In one embodiment, the pdRNA is substantially complementary to at least a portion of the promoter region of a target gene mRNA at a site located upstream from the transcription start site, e.g., more than 100, more than 200, or more than 1,000 bases upstream from the transcription start site. In another embodiment, the pdRNA is substantially complementary to at least a portion of the 3′-UTR of a target gene mRNA transcript. In one embodiment, the pdRNA comprises dsRNA of 18-28 bases optionally having 3′ di- or tri-nucleotide overhangs on each strand. The dsRNA is substantially complementary to at least a portion of the promoter region or the 3′-UTR region of a target gene mRNA transcript. In another embodiment, the pdRNA comprises a gapmer consisting of a single stranded polynucleotide comprising a DNA sequence which is substantially complementary to at least a portion of the promoter or the 3′-UTR of a target gene mRNA transcript, and flanking the polynucleotide sequences (e.g., comprising the 5 terminal bases at each of the 5′ and 3′ ends of the gapmer) comprising one or more modified nucleotides, such as 2′ MOE, 2′OMe, or Locked Nucleic Acid bases (LNA), which protect the gapmer from cellular nucleases.


pdRNA can be used to selectively increase, decrease, or otherwise modulate expression of a target gene. Without being limited to theory, it is believed that pdRNAs modulate expression of target genes by binding to endogenous antisense RNA transcripts which overlap with noncoding regions of a target gene mRNA transcript, and recruiting Argonaute proteins (in the case of dsRNA) or host cell nucleases (e.g., RNase H) (in the case of gapmers) to selectively degrade the endogenous antisense RNAs. In some embodiments, the endogenous antisense RNA negatively regulates expression of the target gene and the pdRNA effector molecule activates expression of the target gene. Thus, in some embodiments, pdRNAs can be used to selectively activate the expression of a target gene by inhibiting the negative regulation of target gene expression by endogenous antisense RNA. Methods for identifying antisense transcripts encoded by promoter sequences of target genes and for making and using promoter-directed RNAs are known, see, e.g., WO 2009/046397.


In some embodiments, the RNA effector molecule comprises an aptamer which binds to a non-nucleic acid ligand, such as a small organic molecule or protein, e.g., a transcription or translation factor, and subsequently modifies (e.g., inhibits) activity. An aptamer can fold into a specific structure that directs the recognition of a targeted binding site on the non-nucleic acid ligand. Aptamers can contain any of the modifications described herein.


In some embodiments, the RNA effector molecule comprises an antagomir. Antagomirs are single stranded, double stranded, partially double stranded or hairpin structures that target a microRNA. An antagomir consists essentially of or comprises at least 10 or more contiguous nucleotides substantially complementary to an endogenous miRNA and more particularly a target sequence of an miRNA or pre-miRNA nucleotide sequence. Antagomirs preferably have a nucleotide sequence sufficiently complementary to a miRNA target sequence of about 12 to 25 nucleotides, such as about 15 to 23 nucleotides, to allow the antagomir to hybridize to the target sequence. More preferably, the target sequence differs by no more than 1, 2, or 3 nucleotides from the sequence of the antagomir. In some embodiments, the antagomir includes a non-nucleotide moiety, e.g., a cholesterol moiety, which can be attached, e.g., to the 3′ or 5′ end of the oligonucleotide agent.


In some embodiments, antagomirs are stabilized against nucleolytic degradation by the incorporation of a modification, e.g., a nucleotide modification. For example, in some embodiments, antagomirs contain a phosphorothioate comprising at least the first, second, and/or third internucleotide linkages at the 5′ or 3′ end of the nucleotide sequence. In further embodiments, antagomirs include a 2′-modified nucleotide, e.g., a 2′-deoxy, 2′-deoxy-2′-fluoro, 2′-O-methyl, 2′-O-methoxyethyl (2′-O-MOE), 2′-O-aminopropyl (2′-O-AP), 2′-O-dimethylaminoethyl (2′-O-DMAOE), 2′-O-dimethylaminopropyl (2′-O-DMAP), 2′-O-dimethylaminoethyloxyethyl (2′-O-DMAEOE), or 2′-O—N-methylacetamido (2′-O-NMA). In some embodiments, antagomirs include at least one 2′-O-methyl-modified nucleotide.


In some embodiments, the RNA effector molecule is a promoter-directed RNA (pdRNA) which is substantially complementary to at least a portion of a noncoding region of an mRNA transcript of a target gene. The pdRNA can be substantially complementary to at least a portion of the promoter region of a target gene mRNA at a site located upstream from the transcription start site, e.g., more than 100, more than 200, or more than 1,000 bases upstream from the transcription start site. Also, the pdRNA can substantially complementary to at least a portion of the 3′-UTR of a target gene mRNA transcript. For example, the pdRNA comprises dsRNA of 18 to 28 bases optionally having 3′ di- or tri-nucleotide overhangs on each strand. The dsRNA is substantially complementary to at least a portion of the promoter region or the 3′-UTR region of a target gene mRNA transcript. In another embodiment, the pdRNA comprises a gapmer consisting of a single stranded polynucleotide comprising a DNA sequence which is substantially complementary to at least a portion of the promoter or the 3′-UTR of a target gene mRNA transcript, and flanking the polynucleotide sequences (e.g., comprising the five terminal bases at each of the 5′ and 3′ ends of the gapmer) comprising one or more modified nucleotides, such as 2′MOE, 2′OMe, or Locked Nucleic Acid bases (LNA), which protect the gapmer from cellular nucleases.


pdRNA can be used to selectively increase, decrease, or otherwise modulate expression of a target gene. Without being limited to theory, pdRNAs may modulate expression of target genes by binding to endogenous antisense RNA transcripts which overlap with noncoding regions of a target gene mRNA transcript, and recruiting Argonaute proteins (in the case of dsRNA) or host cell nucleases (e.g., RNase H) (in the case of gapmers) to selectively degrade the endogenous antisense RNAs. In some embodiments, the endogenous antisense RNA negatively regulates expression of the target gene and the pdRNA effector molecule activates expression of the target gene. Thus, in some embodiments, pdRNAs can be used to selectively activate the expression of a target gene by inhibiting the negative regulation of target gene expression by endogenous antisense RNA. Methods for identifying antisense transcripts encoded by promoter sequences of target genes and for making and using promoter-directed RNAs are known. See, e.g., WO 2009/046397.


Expressed interfering RNA (eiRNA) can be used to selectively increase, decrease, or otherwise modulate expression of a target gene. Typically, eiRNA, the dsRNA is expressed in the first transfected cell from an expression vector. In such a vector, the sense strand and the antisense strand of the dsRNA can be transcribed from the same nucleic acid sequence using e.g., two convergent promoters at either end of the nucleic acid sequence or separate promoters transcribing either a sense or antisense sequence. Alternatively, two plasmids can be cotransfected, with one of the plasmids designed to transcribe one strand of the dsRNA while the other is designed to transcribe the other strand. Methods for making and using eiRNA effector molecules are known in the art. See, e.g., WO 2006/033756; U.S. Patent Pubs. No. 2005/0239728 and No. 2006/0035344.


In some embodiments, the RNA effector molecule comprises a small single-stranded Piwi-interacting RNA (piRNA effector molecule) which is substantially complementary to at least a portion of a target gene, as defined herein, and which selectively binds to proteins of the Piwi or Aubergine subclasses of Argonaute proteins. Without being limited to a particular theory, it is believed that piRNA effector molecules interact with RNA transcripts of target genes and recruit Piwi and/or Aubergine proteins to form a ribonucleoprotein (RNP) complex that induces transcriptional and/or post-transcriptional gene silencing of target genes. A piRNA effector molecule can be about 10 to 50 nucleotides in length, about 25 to 39 nucleotides in length, or about 26 to 31 nucleotides in length. See, e.g., U.S. Patent Application Pub. No. 2009/0062228.


MicroRNAs are a highly conserved class of small RNA molecules that are transcribed from DNA in the genomes of plants and animals, but are not translated into protein. Pre-microRNAs are processed into miRNAs. Processed microRNAs are single stranded ˜17 to 25 nucleotide (nt) RNA molecules that become incorporated into the RNA-induced silencing complex (RISC) and have been identified as key regulators of development, cell proliferation, apoptosis and differentiation. They are believed to play a role in regulation of gene expression by binding to the 3′-untranslated region of specific mRNAs. MicroRNAs cause post-transcriptional silencing of specific target genes, e.g., by inhibiting translation or initiating degradation of the targeted mRNA. In some embodiments, the miRNA is completely complementary with the target nucleic acid. In other embodiments, the miRNA has a region of noncomplementarity with the target nucleic acid, resulting in a “bulge” at the region of non-complementarity. In some embodiments, the region of noncomplementarity (the bulge) is flanked by regions of sufficient complementarity, e.g., complete complementarity, to allow duplex formation. For example, the regions of complementarity are at least 8 to 10 nucleotides long (e.g., 8, 9, or 10 nucleotides long).


miRNA can inhibit gene expression by, e.g., repressing translation, such as when the miRNA is not completely complementary to the target nucleic acid, or by causing target RNA degradation, when the miRNA binds its target with perfect or a high degree of complementarity. In further embodiments, the RNA effector molecule can include an oligonucleotide agent which targets an endogenous miRNA or pre-miRNA. For example, the RNA effector can target an endogenous miRNA which negatively regulates expression of a target gene, such that the RNA effector alleviates miRNA-based inhibition of the target gene. The oligonucleotide agent can include naturally occurring nucleobases, sugars, and covalent internucleotide (backbone) linkages and/or oligonucleotides having one or more non-naturally-occurring features that confer desirable properties, such as enhanced cellular uptake, enhanced affinity for the endogenous miRNA target, and/or increased stability in the presence of nucleases. In some embodiments, an oligonucleotide agent designed to bind to a specific endogenous miRNA has substantial complementarity, e.g., at least 70%, 80%, 90%, or 100% complementary, with at least 10, 20, or 25 or more bases of the target miRNA. Exemplary oligonucleiotde agents that target miRNAs and pre-miRNAs are described, for example, in U.S. Patent Pubs. No. 20090317907, No. 20090298174, No. 20090291907, No. 20090291906, No. 20090286969, No. 20090236225, No. 20090221685, No. 20090203893, No. 20070049547, No. 20050261218, No. 20090275729, No. 20090043082, No. 20070287179, No. 20060212950, No. 20060166910, No. 20050227934, No. 20050222067, No. 20050221490, No. 20050221293, No. 20050182005, and No. 20050059005.


A miRNA or pre-miRNA can be 10 to 200 nucleotides in length, for example from 16 to 80 nucleotides in length. Mature miRNAs can have a length of 16 to 30 nucleotides, such as 21 to 25 nucleotides, particularly 21, 22, 23, 24, or 25 nucleotides in length. miRNA precursors can have a length of 70 to 100 nucleotides and can have a hairpin conformation. In some embodiments, miRNAs are generated in vivo from pre-miRNAs by the enzymes cDicer and Drosha. miRNAs or pre-miRNAs can be synthesized in vivo by a cell-based system or can be chemically synthesized. miRNAs can comprise modifications which impart one or more desired properties, such as superior stability, hybridization thermodynamics with a target nucleic acid, targeting to a particular tissue or cell-type, and/or cell permeability, e.g., by an endocytosis-dependent or -independent mechanism. Modifications can also increase sequence specificity, and consequently decrease off-site targeting.


In further embodiments, the RNA effector molecule can comprise an oligonucleotide agent which targets an endogenous miRNA or pre-miRNA. For example, the RNA effector can target an endogenous miRNA which negatively regulates expression of a target gene, such that the RNA effector alleviates miRNA-based inhibition of the target gene.


As used herein, the phrase “in the presence of at least one RNA effector molecule” encompasses exposure of the cell to a RNA effector molecule expressed within the cell, e.g., shRNA, or exposure by exogenous addition of the RNA effector molecule to the cell, e.g., delivery of the RNA effector molecule to the cell, optionally using an agent that facilitates uptake into the cell. A portion of a RNA effector molecule is substantially complementary to at least a portion of the target gene RNA, such as the coding region, the promoter region, the 3′ untranslated region (3′-UTR), or a long terminal repeat (LTR) of the target gene RNA. RNA effector molecules disclosed herein include a RNA strand (the antisense strand) having a region which is 30 nucleotides or less in length, e.g., 10 to 200 nucleotides in length, or 19 to 24 nucleotides in length, which region is substantially complementary to at least a portion of a target gene which encodes a protein that affects one or more aspects of the production of a biological product, such as the yield, purity, homogeneity, biological activity, or stability of the biological product. A RNA effector molecule interacts with RNA transcripts of a target gene and mediates its selective degradation or otherwise prevents its translation. In various embodiments of the present invention, the RNA effector molecule is at least one gapmer, or siRNA, miRNA, dsRNA, saRNA, shRNA, piRNA, tkRNAi, eiRNA, pdRNA, antagomir, or ribozyme.


Double-stranded and single-stranded oligonucleotides that are effective in inducing RNA interference are also referred to as siRNA, RNAi agent, or iRNA agent, herein. These RNA interference inducing oligonucleotides associate with a cytoplasmic multi-protein complex known as RNAi-induced silencing complex (RISC). Without being bound by theory, RNA interference leads to Argonaute-mediated post-transcriptional cleavage of target gene mRNA transcripts. In many embodiments, single-stranded and double-stranded RNAi agents are sufficiently long that they can be cleaved by an endogenous molecule, e.g., by Dicer, to produce smaller oligonucleotides that can enter the RISC machinery and participate in RISC mediated cleavage of a target sequence, e.g., a target mRNA.


In some embodiments, the RNAs provided herein identify a site in a target transcript that is susceptible to RISC-mediated cleavage. As such, the present invention further features RNA effector molecules that target within one of such sequences. Such an RNA effector molecule will generally include at least 10 contiguous nucleotides from one of the sequences provided coupled to additional nucleotide sequences taken from the region contiguous to the selected sequence in a target gene.


The phrase “genome information” as used herein and throughout the claims and specification is meant to refer to sequence information from partial or entire genome of an organism, including protein coding and non-coding regions. These sequences are present every cell originating from the same organisms. As opposed to the transcriptome sequence information, genome information comprises not only coding regions, but also, for example, intronic sequences, promoter sequences, silencer sequences and enhancer sequences. Thus, the “genome information” can refer to, for example a human genome, a mouse genome, a rat genome. One can use complete genome information or partial genome information to add an additional dimension to the database sequences to increase the potential targets to modify with a RNA effector molecule.


The phrase “play a role” refers to any activity of a transcript or a protein in a molecular pathway known to a skilled artisan or identified elsewhere in this specification. Such pathways an cellular activities include, but are not limited to apoptosis, cell division, glycosylation, growth rate, a cellular productivity, a peak cell density, a sustained cell viability, a rate of ammonia production or consumption, or a rate of lactate production.


A “bioreactor”, as used herein, refers generally to any reaction vessel suitable for growing and maintaining host cells such that the host cells produce a biological product, and for recovering such biological product. Bioreactors described herein include cell culture systems of varying sizes, such as small culture flasks, Nunc multilayer cell factories, small high yield bioreactors (e.g., MiniPerm, INTEGRA-CELLine), spinner flasks, hollow fiber-WAVE bags (Wave Biotech, Tagelswangen, Switzerland), and industrial scale bioreactors. In some embodiments, the biological product is produced in a “large scale culture” bioreactor having a 1 L capacity or more, suitable for pharmaceutical or industrial scale production of biological products (e.g., a volume of at least 1 L, least 2 L, at least 5 L, at least 10 L, at least 25 L, at least 50 L, at least 100 L, or more, inclusive), often including means of monitoring pH, glucose, lactate, temperature, and/or other bioprocess parameters. In one embodiment, a large scale culture is at least 1 L in volume.


In one embodiment, a large scale culture is at least 2 L in volume. In one embodiment, a large scale culture is at least 5 L in volume. In one embodiment, a large scale culture is at least 25 L in volume. In one embodiment, a large scale culture is at least 40 L in volume. In one embodiment, a large scale culture is at least 50 L in volume. In one embodiment, a large scale culture is at least 100 L in volume.


A “host cell”, as used herein, is any cell, cell culture, cellular biomass or tissue, capable of being grown and maintained in cell culture under conditions allowing for production and recovery of useful quantities of a biological product, as defined herein. A host cell can be derived from a yeast, insect, amphibian, fish, reptile, bird, mammal or human, or can be a hybridoma cell. Host cells can be unmodified cells or cell lines, or cell lines which have been genetically modified (e.g., to facilitate production of a biological product). In some embodiments, the host cell is a cell line that has been modified to allow for growth under desired conditions, such as in serum-free media, in cell suspension culture, or in adherent cell culture.


A mammalian host cell can be advantageous where the biological product is a mammalian recombinant polypeptide, particularly if the polypeptide is a biotherapeutic agent or is otherwise intended for administration to or consumption by humans. In some embodiments, the host cell is a CHO cell, which is a cell line used for the expression of many recombinant proteins. Additional mammalian cell lines used commonly for the expression of recombinant proteins include 293HEK cells, HeLa cells, COS cells, NIH/3T3 cells, Jurkat Cells, NSO cells. and HUVEC cells.


In some embodiments, the host cell is a CHO cell derivative that has been modified genetically to facilitate production of recombinant proteins or other biological products. For example, various CHO cell strains have been developed which permit stable insertion of recombinant DNA into a specific gene or expression region of the cells, amplification of the inserted DNA, and selection of cells exhibiting high level expression of the recombinant protein. Examples of CHO cell derivatives useful in methods provided herein include, but are not limited to, CHO-K1 cells, CHO-DUKX, CHO-DUKX B1, CHO-DG44 cells, CHO-ICAM-1 cells, and CHO-h1FNγ cells. Methods for expressing recombinant proteins in CHO cells are known in the art and are described, e.g., in U.S. Pat. No. 4,816,567 and No. 5,981,214.


Examples of human cell lines useful in methods provided herein include the cell lines 293T (embryonic kidney), 786-0 (renal), A498 (renal), A549 (alveolar basal epithelial), ACHN (renal), BT-549 (breast), BxPC-3 (pancreatic), CAKI-1 (renal), Capan-1 (pancreatic), CCRF-CEM (leukemia), COLO 205 (colon), DLD-1 (colon), DMS 114 (small cell lung), DU145 (prostate), EKVX (non-small cell lung), HCC-2998 (colon), HCT-15 (colon), HCT-116 (colon), HT29 (colon), HT-1080 (fibrosarcoma), HEK 293 (embryonic kidney), HeLa (cervical carcinoma), HepG2 (hepatocellular carcinoma), HL-60(TB) (leukemia), HOP-62 (non-small cell lung), HOP-92 (non-small cell lung), HS 578T (breast), HT-29 (colon adenocarcinoma), IGR-OV1 (ovarian), IMR32 (neuroblastoma), Jurkat (T lymphocyte), K-562 (leukemia), KM12 (colon), KM20L2 (colon), LAN5 (neuroblastoma), LNCap.FGC (Caucasian prostate adenocarcinoma), LOX IMVI (melanoma), LXFL 529 (non-small cell lung), M14 (melanoma), M19-MEL (melanoma), MALME-3M (melanoma), MCFlOA (mammary epithelial), MCF7 (mammary), MDA-MB-453 (mammary epithelial), MDA-MB-468 (breast), MDA-MB-231 (breast), MDA-N (breast), MOLT-4 (leukemia), NCI/ADR-RES (ovarian), NCI-H226 (non-small cell lung), NCI-H23 (non-small cell lung), NCI-H322M (non-small cell lung), NCI-H460 (non-small cell lung), NCI-H522 (non-small cell lung), OVCAR-3 (ovarian), OVCAR-4 (ovarian), OVCAR-5 (ovarian), OVCAR-8 (ovarian), P388 (leukemia), P388/ADR (leukemia), PC-3 (prostate), PERC6® (E1-transformed embryonal retina), RPMI-7951 (melanoma), RPMI-8226 (leukemia), RXF 393 (renal), RXF-631 (renal), Saos-2 (bone), SF-268 (CNS), SF-295 (CNS), SF-539 (CNS), SHP-77 (small cell lung), SH-SY5Y (neuroblastoma), SK-BR3 (breast), SK-MEL-2 (melanoma), SK-MEL-5 (melanoma), SK-MEL-28 (melanoma), SK-OV-3 (ovarian), SN12K1 (renal), SN12C (renal), SNB-19 (CNS), SNB-75 (CNS)SNB-78 (CNS), SR (leukemia), SW-620 (colon), T-47D (breast), THP-1 (monocyte-derived macrophages), TK-10 (renal), U87 (glioblastoma), U293 (kidney), U251 (CNS), UACC-257 (melanoma), UACC-62 (melanoma), UO-31 (renal), W138 (lung), and XF 498 (CNS).


Examples of non-human primate cell lines useful in methods provided herein include the cell lines monkey kidney (CVI-76), African green monkey kidney (VERO-76), green monkey fibroblast (COS-1), and monkey kidney (CVI) cells transformed by SV40 (COS-7). Additional mammalian cell lines are known to those of ordinary skill in the art and are catalogued at the American Type Culture Collection catalog (Manassas, Va.).


Examples of rodent cell lines useful in methods provided herein include the cell lines baby hamster kidney (BHK) (e.g., BHK21, BHK TK), mouse Sertoli (TM4), buffalo rat liver (BRL 3A), mouse mammary tumor (MMT), rat hepatoma (HTC), mouse myeloma (NS0), murine hybridoma (Sp2/0), mouse thymoma (EL4), Chinese Hamster Ovary (CHO) and CHO cell derivatives, murine embryonic (NIH/3T3, 3T3 L1), rat myocardial (H9c2), mouse myoblast (C2C12), and mouse kidney (miMCD-3).


In some embodiments, the host cell is a multipotent stem cell or progenitor cell. Examples of multipotent cells useful in methods provided herein include murine embryonic stem (ES-D3) cells, human umbilical vein endothelial (HuVEC) cells, human umbilical artery smooth muscle (HuASMC) cells, human differentiated stem (HKB-11) cells, human mesenchymal stem (hMSC) cells, and induced pluripotent stem (iPS) cells.


In some embodiments, the host cell is a plant cell. Examples of plant cells that grow readily in culture include Arabidopsis thaliana (cress), Allium sativum (garlic) Taxus chinensis, T. cuspidata, T. baccata, T. brevifolia and T. mairei (yew), Catharanthus roseus (periwinkle), Nicotiana benthamiana (solanaceae), N tabacum (tobacco) including tobacco cells lines such as NT-1 or BY-2 (NT-1 cells are available from ATCC, No. 74840, see also U.S. Pat. No. 6,140,075), Oryza sativa (rice), Lycopersicum esulentum (tomato), Medicago sativa (alfalfa), Glycine max (soybean), Medicago truncatula and M. sativa (clovers), Phaseolus vulgaris (bean), Solanum tuberosum (potato), Beta vulgaris (beet), Saccharum spp. (sugarcane), Tectona grandis (teak), Musa spp. (banana), Phyllostachys nigra (bamboo), Vitis vinifera and V. gamay (grape), Popuius alba (poplar), Elaeis guineensis (oil palm), Ulmus spp. (elm), Thalictrum minus (meadow rue), Tinospora cordifolia ( ), Vinca rosea (vinca), Sorghum spp., Lolium perenne (ryegrass), Cucumis sativus (cucumber), Asparagus officinalis, Brucea javanica (Yadanxi), Doritaenopsis and Phalaenopsis (orchids), Rubus chamaemorus (cloudberry), Coffea arabica, Triticum timopheevii (wheat), Actinidia deliciosa (kiwi), Typha latifolia (cattail), Azadirachta indica (neem), Uncaria tomentosa and U. guianensis (cat's claw), Platycodon grandiflorum (balloon flower), Calotropis gigantea (mikweed), Kosteletzkya virginica (mallow), Pyrus malus (apple), Papaver somniferum (opium poppy), Citrus ssp., Choisya ternata (mock orange), Galium mollugo (madder), Digitalis lanata and D. purpurea (foxglove), Stevia rebaudiana (sweetleaf), Stizolobium hassjoo (purselane), Panicum virgatum (switchgrass), Rudgea jasminoides, Panax quinquefolius (American ginseng), Cupressus macrocarpa and C. arizonica (cypress), Vetiveria zizanioides (vetiver grass), Withania somnifera (Indian ginseng), Vigna unguiculata (cowpea), Phyllanthus niruri (spurge), Pueraria tuberosa and P. lobata (kudzu), Glycyrrhiza echinata (liquorice), Cicer arietinum (chick pea), Silybum marianum (milk thistle), Callistemon citrinus (bottle brush tree), Astragalus chrysochlorus (cuckoo flower), Coronilla vaginalis, such as cell line 39 RAR (crown vetch), Salvia miltiorrhiza (red sage), Vigna radiata (mung bean), Gisekia pharmaceoides, Datura tatula and D. stramonium (devil's trumpet), and Zea mays spp. (maize/corn).


The plant cell cultures provided herein are not limited to any particular method for transforming plant cells. Technology for introducing DNA into plant cells is well-known to those of skill in the art. See, e.g., U.S. Patent Application Pub. No. 2010/0009449. Basic methods for delivering foreign DNA into plant cells have been described, including chemical methods (Graham & van der Eb, 54 Virol. 536-39 (1973); Zatloukal et al., 660 Ann. NY Acad. Sci. 136-53 (1992)); physical methods, including microinjection (Capeechi, 22 Cell 479-88 (1980), electroporation (Wong & Neumann, 107 Biochem. Biophys. Res. Commn. 584-87 (1982); Fromm et al., 82 PNAS 5824-28 (1985); U.S. Pat. No. 5,384,253), and the “gene gun” (Johnston & Tang, 43 Met. Cell. Biol. 353-65 (1994); Fynan et al., 90 PNAS 11478-82 (1993)); viral methods (Clapp, 20 Clin. Perinatol. 155-68 (1993); Lu et al., 178 J. Exp. Med. 2089-96 (1993); Eglitis & Anderson, 6 Biotechs. 608-14 (1988); Eglitis et al., 241 Avd. Exp. Med. Biol. 19-27 (1988); and receptor-mediated methods (Curiel et al., 88 PNAS 8850-54 (1991); Curiel et al., 3 Hum. Gen. Ther. 147-54 (1992); Wagner et al., 89 PNAS 6099-103 (1992). Transgenic plant is herein defined as a plant cell culture, plant cell line, plant tissue culture, lower plant, monocot plant cell culture, dicot plant cell culture, or progeny thereof derived from a transformed plant cell or protoplast, wherein the genome of the transformed plant contains foreign DNA, introduced by laboratory techniques, not originally present in a native, non-transgenic plant cell of the same species.


In some embodiments, the host cell is fungal, such as Sacharomyces cerevisiae, Pichia pastoris or P. methanolica, Rhizopus, Aspergillus, Scizosacchromyces pombe, Hansanuela polymorpha, or Kluyveromyces lactis. See, e.g., Petranovic & Vemuri, 144 J. Biotech. 204-11 (2009); Bollok et al., 3 Recent Pat. Biotech. 192-201 (2009); Takegawa et al., 53 Biotech. Appl. Biochem. 227-35 (2009); Chiba & Akeboshi, 32 Biol. Pharm. Bull. 786-95 (2009).


In some embodiments, the host cell is an insect cell, such as Sf9 cell line (derived from pupal ovarian tissue of Spodoptera frugiperda); Hi-5 (derived from Trichoplusia ni egg cell homogenates); or S2 cells (from Drosophila melanogaster).


In some embodiments, the host cells are suitable for growth in suspension cultures. Suspension-competent host cells are generally monodisperse or grow in loose aggregates without substantial aggregation. Suspension-competent host cells include cells that are suitable for suspension culture without adaptation or manipulation (e.g., hematopoietic cells, lymphoid cells) and cells that have been made suspension-competent by modification or adaptation of attachment-dependent cells (e.g., epithelial cells, fibroblasts).


In some embodiments, the host cell is an attachment dependent cell which is grown and maintained in adherent culture. Examples of human adherent cell lines useful in methods provided herein include the cell lines human neuroblastoma (SH-SY5Y, IMR32, and LAN5), human cervical carcinoma (HeLa), human breast epithelial (MCFlOA), human embryonic kidney (293T), and human breast carcinoma (SK-BR3).


In some embodiments, the host cell is a cell line that has been modified to allow for growth under desired conditions, such as in serum-free media, in cell suspension culture, or in adherent cell culture. The host cell can be, for example, a human Namalwa Burkitt lymphoma cell (BLcl-kar-Namalwa), baby hamster kidney fibroblast (BHK), CHO cell, Murine myeloma cell (NS0, SP2/0), hybridoma cell, human embryonic kidney cell (293 HEK), human retina-derived cell (PER.C6® cells, U.S. Pat. No. 7,550,284), insect cell line (Sf9, derived from pupal ovarian tissue of Spodoptera frugiperda; or Hi-5, derived from Trichoplusia ni egg cell homogenates; see also U.S. Pat. No. 7,041,500), Madin-Darby canine kidney cell (MDCK), primary mouse brain cells or tissue, primary calf lymph cells or tissue, primary monkey kidney cells, embryonated chicken egg, primary chicken embryo fibroblast (CEF), Rhesus fetal lung cell (FRhL-2), Human fetal lung cell (WI-38, MRC-5), African green monkey kidney epithelial cell (Vero, CV-1), Rhesus monkey kidney cell (LLC-MK2), or yeast cell. Additional mammalian cell lines commonly used for the expression of recombinant proteins include, but are not limited to, HeLa cells, COS cells, NIH/3T3 cells, Jurkat Cells, and human umbilical vein endothelial cells (HUVEC) cells.


Host cells can be unmodified or genetically modified (e.g., a cell from a transgenic animal). For example, CEFs from transgenic chicken eggs can have one or more genes essential for the IFN pathway, e.g., interferon receptor, STAT1, etc., has been disrupted, i.e., is a “knockout.” See, e.g., Sang, 12 Trends Biotech. 415 (1994); Perry et al., 2 Transgenic Res. 125 (1993); Stern, 212 Curr Top Micro. Immunol. 195-206 (1996); Shuman, 47 Experientia 897 (1991). Also, the cell can be modified to allow for growth under desired conditions, e.g., incubation at 30° C.


In some embodiments, the host cells are suitable for growth in suspension cultures. Suspension-competent host cells are generally monodisperse or grow in loose aggregates without substantial aggregation. Suspension-competent host cells include cells that are suitable for suspension culture without adaptation or manipulation (e.g., hematopoietic cells, lymphoid cells) and cells that have been made suspension-competent by modification or adaptation of attachment-dependent cells (e.g., epithelial cells, fibroblasts). In some embodiments, the host cell is an attachment dependent cell which is grown and maintained in adherent culture. In some embodiments, the host cell is contained in an egg, such as a fish, amphibian, or avian egg.


“Isolating biological product from the host cell” means at least one step in separating the biological product away from host cellular material, e.g., the host cell, host cell culture medium, host cellular biomass, or host tissue. Thus, isolating biological products that are secreted into, and ultimately harvested from, the host cell culture media are encompassed in the phrase “isolated from the host cell.” A useful quantity includes an amount, including an aliquot or sample, used to screen for or monitor production, including monitoring modulation of target gene expression.


The present invention provides for the production of biological products such as a polypeptide, a metabolite, a nutraceutical, a chemical intermediate, a biofuel, a food additive, an antibiotic, or an immunogenic agent. More specifically, a “biological product” can include any substance capable of being produced by a host cell and recovered in useful quantities, including but not limited to, polypeptides (e.g., glycoproteins, antibodies, peptide-based growth factors), carbohydrates, lipids, fatty acids, metabolites (e.g., polyketides, macrolides), and chemical intermediates. This also includes the term “biologics”, a preparation, such as a drug, a vaccine, or an antitoxin, that is synthesized from living organisms or their products, and used as a diagnostic, preventive, or therapeutic agent. Thus, biological products can be used for a wide range of applications, including as biotherapeutic agents, vaccines, research or diagnostic reagents, fermented foods, food additives, nutraceuticals, biofuels, industrial enzymes (e.g., glucoamylase, lipase), industrial chemicals (e.g., lactate, fumarate, glycerol, ethanol), and the like.


In some embodiments, the biological product is a polypeptide. The polypeptide can be a recombinant polypeptide or a polypeptide endogenous to the host cell. In some embodiments, the polypeptide is a glycoprotein and the host cell is a mammalian cell. Non-limiting examples of polypeptides that can be produced according to methods provided herein include receptors, membrane proteins, cytokines, chemokines, hormones, enzymes, growth factors, growth factor receptors, antibodies, antibody derivatives and other immune effectors, interleukins, interferons, erythropoietin, integrins, soluble major histocompatibility complex antigens, binding proteins, transcription factors, translation factors, oncoproteins or proto-oncoproteins, muscle proteins, myeloproteins, neuroactive proteins, tumor growth suppressors, structural proteins, and blood proteins (e.g., thrombin, serum albumin, Factor VII, Factor VIII, Factor IX, Factor X, Protein C, von Willebrand factor, etc.). As used herein, a polypeptide encompasses glycoproteins or other polypeptides which has undergone post-translational modification, such as deamidation, glycation, and the like. In some embodiments, the biological product is an antibody (e.g., a monoclonal antibody). Monoclonal antibodies produced in mammalian host cells contain an N-linked glycosylation site on each heavy chain. The heavy chain glycans are typically complex structures with high levels of core fucosylation. The fucose residues attached via an α1,6 linkage to the innermost N-acetylglucosamine (GlacNAc) residues of the Fc region N-linked oligosaccharides are the most important carbohydrate structures for antibody activity. For example, non-fucosylated antibodies are associated with dramatically increased antibody-dependent cellular cytotoxicity (ADCC) activity. Thus, in one embodiment, the production of a monoclonal antibody is enhanced by modulating expression of a target gene encoding a fucosyltransferase, such as FUT8 (for example, by contacting the host cell by use of a corresponding RNA effector molecule comprising an an antisense strand comprising at least 16 contiguous nucleotides (e.g., at least 17, at least 18, at least 19 nucleotides) of an oligonucleotide nucleotide having a sequence selected from the group consisting of SEQ ID NOs:209841-210227. In a particular embodiment, methods are provided for enhancing production of a biological product, such as a recombinant antibody, or a fragment or derivative thereof by contacting a cell (e.g., CHO cell) with one or more RNA effector molecules that comprise at least 16 contiguous nucleotides of a nucleotide sequence (e.g., at least 17, at least 18, at least 19 nucleotides or more) to modulate fucosylation of the biological product. For example, the cell can be contacted with one or more RNA effector molecules of SEQ ID NOs:3152714-3152753, wherein the contacting modulates expression of the CHO cell fucosyltransferase (FUT8). ADCC activity can be assessed using an in vitro ADCC assay (such as those described in U.S. Pat. No. 5,500,362, No. 5,821,337, and No. 6,737,056), and peripheral blood mononuclear cells (PBMC) and natural killer (NK) cells as effector cells. ADCC activity can also be assessed in vivo, e.g., in a animal model such as that disclosed in Clynes et al., 95 PNAS 652-56 (1998).


In one embodiment, production of the biological product (e.g., antibody) is enhanced by contacting the host cell with at least one RNA effector molecule against target genes selected from the group consisting of FUT8, TSTA3, and GMDS, e.g., to modulate fucosylation. In one embodiment, at least two RNA effector molecules against target genes selected from the group consisting of FUT8, TSTA3, and GMDS are used. In one aspect of these embodiments, the host cell can be further contacted with a RNA effector molecule that targets a gene that encodes a sialytransferase, e.g., ST3 β-galactoside-2,3-sialyltransferase 1, ST3 β-galactoside-2,3-sialyltransferase 4, ST3 β-galactoside-2,3-sialyltransferase 3, ST3 β-galactoside-2,3-sialyltransferase 5, ST6 (—N-acetyl-neuraminyl-2,3-β-galactosyl-1,3)-N-acetylgalactosaminide-2,6-sialyltransferase 6, or ST3 β-galactoside-2,3-sialyltransferase 2.


In one embodiment, the target gene that encodes a sialytransferase is selected from the group consisting of SEQ ID NO:2088, SEQ ID NO:2167, SEQ ID NO:3411, SEQ ID NO:3484, SEQ ID NO:4186, SEQ ID NO:4319. In one embodiment the RNA effector molecule is an siRNA comprising at least 16 contiguous nucleotides of a sialyltransferase sequence and/or are selected from the group consisting of SEQ ID NOs:681105-681454, NOs:707535-707870, NOs:1131123-1131445, NOs:1155324-1155711, NOs:1391079-1391449, and NOs:1435989-1436317, that target ST3 β-galactoside α-2,3-sialyltransferase 1, ST3 β-galactoside α-2,3-sialyltransferase 4, ST3 β-galactoside α-2,3-sialyltransferase 3, ST3 β galactoside α-2,3-sialyltransferase 5, ST6 (α-N-acetyl-neuraminyl-2,3-β-galactosyl-1,3)—N-acetylgalactosaminide α-2,6-sialyltransferase 6, or ST3 β-galactoside α-2,3-sialyltransferase 2, respectively.


In additional embodiments, the biological product is an antibody derivative, such as a humanized antibody, a chimeric antibody, a single chain antibody, a bispecific antibody, a Fab or F(ab′)2 fragment, an anti-idiotypic (anti-Id) antibody, or an epitope-binding portion of an antibody. Methods for the production of antibodies and antibody fragments are known in the art. See, e.g., U.S. Pat. No. 4,816,397; No. 4,376,110; No. 4,946,778; No. 4,816,567; No. 5,816,397; No. 5,585,089; No. 5,225,539; Kohler & Milstein, 256 Nature 495-97 (1975); Kozbor et al., 4 Immunol. Today 72-79 (1983); Cole et al., 80 PNAS 2026-30 (1983).


In other embodiments, the biological product is an immunogenic viral, bacterial, protozoan, or recombinant protein derived from an expression vector. An example approach for producing viral-based vaccines involves the use of attenuated live virus vaccines, which are capable of replication but are not pathogenic, and, therefore, provide lasting immunity and afford greater protection against disease. The conventional methods for producing attenuated viruses involve the chance isolation of host range mutants, many of which are temperature sensitive, e.g., the virus is passaged through unnatural hosts, and progeny viruses which are immunogenic, yet not pathogenic, are selected. Efficient vaccine production requires the growth of large quantities of virus produced in high yields from a host system. Different types of virus require different growth conditions in order to obtain acceptable yields. The host in which the virus is grown is therefore of great significance. As a function of the virus type, a virus can be grown in embryonated eggs, primary tissue culture cells, or in established cell lines.


Thus, in some embodiments of the present invention, the biological product is a viral product, for example, naturally occurring viral strains, variants or mutants; mutagenized viruses (e.g., generated by exposure to mutagens, repeated passages and/or passage in non-permissive hosts), reassortants (in the case of segmented viral genomes), and/or genetically engineered viruses (e.g., using the “reverse genetics” techniques) having the desired phenotype. The viruses of these embodiments can be attenuated; i.e., they are infectious and can replicate in vivo, but generate low titers resulting in subclinical levels of infection that are generally non-pathogenic.


Additionally, the biological product of the present invention can be derived from an intracellular parasite for which a biological product can be enhanced using the compositions, cells, and/or methods of the present invention, e.g., using a RNA effector molecule. For example, alternative embodiments of the present invention provide for production of a bacterial immunogen in a eukaryotic cell. These bacteria include Shigella flexneri, Listeria monocytogenes, Rickettsiae tsutsugamushi, Rickettsiae rickettsiae, Mycobacterium leprae, Mycobacterium tuberculosis, Legionella pneumophila, Chlamydia ssp. Additional embodiments of the present invention provide for production of a protozoan immunogen, in a eukaryotic cell. These protozoa include Plasmodium falciparum, Tripanosoma cruzi, and Leishmania donovani.


In some embodiments, the enhancement of production of a biological product is achieved by improving viability of the cells in culture. As used herein, the term “improving cell viability” refers to an increase in cell density (e.g., as assessed by a Trypan Blue exclusion assay) or a decrease in apoptosis (e.g., as assessed using a TUNEL assay) of at least 10% in the presence of a RNA effector molecule(s) compared to the cell density or apoptosis levels in the absence of such a treatment. In some embodiments, the increase in cell density or decrease in apoptosis in response to treatment with a RNA effector molecule(s) is at least 20%, at least 30%, at least 40%, at least 50%, at least 60%, at least 70%, at least 80%, at least 90%, at least 95%, or even 100% compared to untreated cells. In some embodiments, the increase in cell density in response to treatment with a RNA effector molecule(s) is at least 2-fold, at least 5-fold, at least 10-fold, at least 20-fold, at least 50-fold, at least 100-fold, at least 1000-fold or higher than the cell density in the absence of the RNA effector molecule(s).


As used herein, “immunogenic agent” refers to an agent used to stimulate the immune system of a subject, so that one or more functions of the immune system are increased and directed towards the immunogenic agent. An antigen or immunogen is intended to mean a molecule containing one or more epitopes that can stimulate a host immune system to make a secretory, humoral and/or cellular immune response specific to that antigen. Immunogenic agents can be used in the production of antibodies, both isolated polyclonal antibodies and monoclonal antibodies, using techniques known in the art. Immunogenic agents include vaccines.


As used herein, “vaccine” refers to an agent used to stimulate the immune system of a subject so that protection is provided against an antigen not recognized as a self-antigen by the subject's immune system. Immunization refers to the process of inducing a high level of antibody and/or cellular immune response in a subject, that is directed against a pathogen or antigen to which the organism has been exposed. Vaccines and immunogenic agents as used herein, refer to a subject's immune system: the anatomical features and mechanisms by which a subject produces antibodies and/or cellular immune responses against an antigenic material that invades the subject's cells or extra-cellular fluids. In the case of antibody production, the antibody so produced can belong to any of the immunological classes, such as immunoglobulins, A, D, E, G, or M. Vaccines that stimulate production of immunoglobulin A (IgA) are of interest, because IgA is the principal immunoglobulin of the secretory system in warm-blooded animals. Vaccines are likely to produce a broad range of other immune responses in addition to IgA formation, for example cellular and humoral immunity. Immune responses to antigens are well-studied and reported widely. See, e.g., Elgert, IMMUNOL. (Wiley Liss, Inc., 1996); Stites et al., BASIC & CLIN. IMMUNOL., (7th Ed., Appleton & Lange, 1991). By contrast, the phrase “immune response of the host cell” refers to the responses of unicellular host organisms to the presence of foreign bodies.


“Bioprocessing” as used herein is an exemplary process for the industrial-scale production of a biological product (e.g., a heterologous polypeptide) in cell culture (e.g., in a mammalian host cell), that typically includes the following steps: (a) inoculating mammalian host cells containing a transgene encoding the heterologous protein into a seed culture vessel containing cell culture medium and propagating the cells to reach a minimum threshold cross-seeding density; (b) transferring the propagated seed culture cells, or a portion thereof, to a large-scale bioreactor; (c) propagating the large-scale culture under conditions allowing for rapid growth and cell division until the cells reach a predetermined density; (d) maintaining the culture under conditions that disfavor continued cell growth and/or host cell division and facilitate expression of the heterologous protein.


Steps (a) to (c) of the above method generally comprise a “growth” phase, whereas step (d) generally comprises a “production” phase. In some embodiments, fed batch culture or continuous cell culture conditions are tailored to enhance growth and division of the host cells in the growth phase and to disfavor cell growth and/or division and facilitate expression of the heterologous protein during the production phase. For example, in some embodiments, a heterologous protein is expressed at levels of about 1 mg/L, or about 2.5 mg/L, or about 5 mg/L, or about 1 g/L, or about 5 g/L, or about 15 g/L, or higher. The rate of cell growth and/or division can be modulated by varying culture conditions, such as temperature, pH, dissolved oxygen (dO2) and the like. For example, suitable conditions for the growth phase can include a pH of between about pH 6.5 and pH 7.5, a temperature between about 30° C. to 38° C., and a dO2 between about 5% to 90% saturation. In some embodiments, the expression of a heterologous protein can be enhanced in the production phase by inducing a temperature shift to a lower culture temperature (e.g., from about 37° C. to about 30° C.), increasing the concentration of solutes in the cell culture medium, or adding a toxin (e.g., sodium butyrate) to the cell culture medium. In some embodiments, the expression of a heterologous protein can be enhanced in the production phase by inducing a temperature shift to about 28° C., e.g., to increase protein expression in the absence of cell division (see, e.g., Example 12). A variety of additional protocols and conditions for enhancing growth and/or protein expression during the production phase are known in the art.


The host cells can be cultured in a stirred tank bioreactor system in a fed batch culture process in which the host cells and culture medium are supplied to the bioreactor initially and additional culture nutrients are fed, continuously or in discrete increments, throughout the cell culture process. The fed batch culture process can be semi-continuous, wherein periodically whole culture (including cells and medium) is removed and replaced by fresh medium. Alternatively, a simple batch culture process can be used in which all components for cell culturing (including the cells and culture medium) are supplied to the culturing vessel at the start of the process. A continuous perfusion process can also be used, in which the cells are immobilized in the culture, e.g., by filtration, encapsulation, anchoring to microcarriers, or the like, and the supernatant is continuously removed from the culturing vessel and replaced with fresh medium during the process.


In one embodiment, after the production phase the biological product is recovered from the cell culture medium using various methods known in the art. For example, recovering a secreted heterologous protein typically involves removal of host cells and debris from the medium, for example, by centrifugation or filtration. In some cases, particularly if the biological product is a protein is not secreted, protein recovery can also be performed by lysing the cultured host cells, e.g., by mechanical shear, osmotic shock, or enzymatic treatment, to release the contents of the cells into the homogenate. The protein can then be separated from subcellular fragments, insoluble materials, and the like by differential centrifugation, filtration, affinity chromatography, hydrophobic interaction chromatography, ion-exchange chromatography, size exclusion chromatography, electrophoretic procedures (e.g., preparative isoelectric focusing (IEF)), ammonium sulfate precipitation, and the like. Procedures for recovering and purifying particular types of proteins are known in the art.


In some embodiments, it is desirable to adapt cells to serum free media and adapt adherent cells to cell growth in suspension. In some embodiments, cells are adapted to grow in serum-free medium. In one aspect of the invention, adaptation of cells is facilitated by increasing cell plactisity by using a RNA effector molecule that targets genes involved in control of plasticity. For example, a RNA effector targeting cell cycle regulators (e.g., cyclin kinase and others described herein), see e.g., Table 13, which identifies example CHO transcript target genes and exemplary siRNAs (antisense strand); histone deacetylase and DNA methylases (see e.g., Tables 2-3, which identifies example CHO transcript target genes and exemplary siRNAs (anti-sense stand), p53, see, e.g., Table 13, which identifies example CHO transcript target genes and exemplary siRNAs (antisense strand); and stress response proteins for example, heat shock proteins (e.g., HSP40 etc.) (see, e.g., Table 15 and/or Table 55, which identifies example CHO transcript target genes and exemplary siRNAs (antisense strand)), and the like can be used. In one embodiment, a RNA effector targets a transcript that encodes transformation related protein P53 (CHO4957.1) comprising SEQ ID NO:4957. In one embodiment the RNA effector molecule comprises an antisense strand comprising at least 16 contiguous nucleotides (e.g., at least 17, at least 18, at least 19 nucleotides) of an oligonucleotide nucleotide having a sequence selected from the group consisting of SEQ ID NOs:1649857-1650157.









TABLE 2







Histone Deacetylases











SEQ


Avg
siRNA SEQ


ID NO:
consL
Description
Coverage
ID NOs:














1754
2157
histone deacetylase 6
10.782
567757-568119


1979
2085
histone deacetylase 5
7.779
644628-644970


2337
1975
histone deacetylase 1
59.419
765392-765715


2781
1861
histone deacetylase 3
24.855
916015-916347


3049
1780
histone deacetylase 7
2.965
1007551-1007926


3374
1701
histone deacetylase 2
14.591
1118498-1118826


4712
1390
histone deacetylase 4
1.236
1566324-1566700


5878
1129
histone deacetylase 8
1.863
1972862-1973238
















TABLE 3







Histone Demethylases











SEQ

Description
Avg
siRNA


ID NO:
consL
Coverage
ID NOs:
SEQ














8124
593
jumonji C domain-containing
0.097
2740320-




histone demethylase 1 homolog

2740607




D (S. cerevisiae)




3143
1759
KDM1 lysine (K)-specific
0.901
1039895-




demethylase 6B

1040219


3732
1616
KDM3B lysine (K)-specific
1.408
1238921-




demethylase 3B

1239289


1277
2344
lysine (K)-specific
23.583
 404752-




demethylase 1

 404996


46
4190
lysine (K)-specific
3.834
 24130-




demethylase 2A

 24506


804
2588
lysine (K)-specific
2.962
 249009-




demethylase 2B

 249279


2238
2001
lysine (K)-specific
2.287
 731689-




demethylase 3A

 732019


5937
1116
lysine (K)-specific
0.332
1994536-




demethylase 4A

1994923


4730
1387
lysine (K)-specific
0.743
1572325-




demethylase 4C

1572714


3157560
3436
lysine (K)-specific
0.649
3201397-




demethylase 5A

3201496


4012
1547
lysine (K)-specific
0.291
1332770-




demethylase 5B

1333138


207
3330
lysine (K)-specific
4.939
 74541-




demethylase 5C

 74774









The terms “system”, “computing device”, and “computer-based system” refer to the computer hardware, associated software, and data storage devices used to analyze the information of the present invention. In one embodiment, the computer-based systems of the present invention comprises one or more central processing units (e.g., CPU, PAL, PLA, PGA), input means (e.g., keyboard, cursor control device, touch screen), output means (e.g., computer display, printer) and data storage devices (e.g., RAM, ROM, volatile and non-volatile memory devices, hard disk drives, network attached storage, optical storage devices, magnetic storage devices, solid state storage devices). As such, any convenient computer-based system can be employed in the present invention. Further, the computing device can included an embedded system based on a combination computing hardware and associated software or firmware.


A “processor” includes any hardware and/or software combination which can perform the functions under program control. For example, any processor herein can be a programmable digital microprocessor such as available in the form of an embedded system, a programmable controller, mainframe, server or personal computer (desktop or portable). Where the processor is selectively programmable, suitable programs, software or firmware can be communicated from a remote location to the processor, or previously saved in a computer program product (such as a portable or fixed computer readable storage medium, whether magnetic, optical or solid state device based). For example, a magnetic medium or optical disk can store the program or operating instructions and can be read and transferred to each processor at its corresponding station.


“Computer readable medium” as used herein refers to any storage or transmission medium that participates in providing instructions and/or data to a computer for execution and/or processing. Examples of storage media include floppy disks, magnetic media (tape, disk), UBS, optical media (CD-ROM, DVD, Blu-Ray), solid state media, a hard disk drive, a RAM, a ROM or integrated circuit, a magneto-optical disk, or a computer readable card such as a PCMCIA card and the like, whether or not such devices are internal or external to the computer. A file containing information can be “stored” on computer readable medium, where “storing” means recording information such that it is accessible and retrievable at a later date by a computer.


With respect to computer readable media, “permanent memory” or “non-volatile memory” refers to memory that is permanently stored on a data storage medium. Permanent memory is not erased by termination of the electrical supply to a computer or processor. A computer hard-drive, ROM, CD-ROM, floppy disk and DVD are all examples of permanent memory. Random Access Memory (RAM) is an example of non-permanent or volatile memory.


To “record” or “store” data, programming or other information on a computer readable medium refers to a process for storing information, using any convenient method. Any convenient data storage structure can be chosen, based on the means used to access the stored information.


A “memory” or “memory unit” refers to any device which can store information for subsequent retrieval by a processor, and can include magnetic or optical devices (such as a hard disk, floppy disk, CD, or DVD), or solid state memory devices (such as volatile or non-volatile RAM). A memory or memory unit can have more than one physical memory device of the same or different types (for example, a memory can have multiple memory devices such as multiple hard drives or multiple solid state memory devices or some combination of hard drives and solid state memory devices).


This application describes a variety of genes, transcripts, proteins, etc. using known names for the nucleic acid sequence. To the extent a specific sequence identifier is not cross-referenced to such a name, the artisan can readily do so by known means. For example, there are numerous searchable sites such as GeneCards.org (a collaborative searchable, integrated, database of human genes that provides concise genomic, transcriptomic, genetic, proteomic, functional and disease related information on all known and predicted human genes; database developed at the Crown Human Genome Center, Department of Molecular Genetics, the Weizmann Institute of Science), and publications that form the basis of such sites. One can readily use the name to locate the sequence and using such sequence cross-reference the Sequence No. used herein. Similarly, by looking for complementary sequences of at least 15 nucleic acids identify the corresponding siRNAs to such genes.


Throughout the specification, in some cases we have given the gene abbreviation or alias of the target gene and corresponding siRNA SEQ ID NOs for that gene. In some cases we have given the full gene name of the target gene, the corresponding SEQ ID NO. for the target gene (e.g., transcript sequence) as well as example siRNA SEQ ID NOs directed against the target gene. In various embodiments of the invention, the RNA effector molecule is a siRNA that comprises an antisense strand comprising at least 16 contiguous nucleotides of a siRNA nucleotide sequence of any of the siRNA sequences identified herein by SEQ ID NO., see, e.g., Tables 1-16, 21-25, 27-30, 31, 33, 35, 37, 39, 41, 43, 45, 47, 51-61, 65 and 66.


It should be understood that the siRNAs identified by SEQ ID NO. are often referred to herein within a range of SEQ ID NOs, e.g., from SEQ ID NOs: 2480018-2480362. The range includes all SEQ ID NOs: within the range, e.g., SEQ ID NO: 2480018, SEQ ID NO:2480019, SEQ ID NO: 2480020, etc., all the way to SEQ ID NO: 2480362.


II. ENHANCING BIOPROCESSING

The invention provides methods for enhancing the production of biological products (e.g., polypeptides, a metabolites, nutraceuticals, chemical intermediates, biofuels, food additives, antibiotics, etc.) using the RNA effector molecules described herein. The method generally comprises contacting a cell with a RNA effector molecule, a portion of which is complementary to a target gene, and maintaining the cell in culture (e.g., a large-scale bioreactor) for a time sufficient to modulate expression of the target gene, wherein the modulation enhances production of the biological product from the cell. The biological product is then isolated from the cell. The RNA effector molecules can be added to the cell culture medium used to maintain the cells under conditions that permit production of a biological product, e.g., to provide transient modulation of the target gene thereby enhancing expression of the biological product.


As known to those of skill in the art liposome mediated delivery of siRNA using lipid polynucleotide carriers is commonly used in research applications. As described in PCT publication WO 2009/012173 (filed Jul. 11, 2008), however, the use of lipid polynucleotide carriers, e.g., common liposome transfection reagents, has been found to be detrimental when used in bioprocessing of protein. Polynucleotide carriers have been reported to be toxic to host cells due to toxicity such that they impair the ability of host cells to produce the desired biological material on an industrial level. In addition polynucleotide carriers have been observed to cause adverse and unwanted changes in the phenotype of host cells, e.g., CHO cells, compromising the ability of the host cells to produce the biological product of interest. Accordingly, the artisan would expect that the use of such polynucleotide carriers would hinder a cells ability to produce a desired protein. Surprisingly, we have found, as described throughout herein, that RNA effector molecules (e.g., targeting BAX, BAC and/or LDH) can be delivered transiently to host cells in culture by using polynucleotide carriers (e.g., lipid formulated mediated delivery) during the bioprocessing procedure in large scale cultures (e.g., 1 L and, e.g., 40 L) without detrimental effects on the cells, e.g., cell viability and density is maintained. Thus, large scale production of biological products can be done on an industrial scale using lipid reagents to facilitate RNA effector uptake in cells when they are in culture (e.g., suspension culture), e.g., to result in transient modulation of genes that increase biological protein production. It should be understood that certain embodiments of the invention are not limited to delivery of RNA effector molecules by lipid formulation mediated delivery.


In one embodiment, the production of a biological product (e.g., a heterologous protein) is enhanced by contacting cultured cells with a RNA effector molecule provided herein during the production phase to modulate expression of a target gene encoding a protein that affects protein expression, post-translational modification, folding, secretion, and/or other processes related to production and/or recovery of the heterologous protein. In further embodiments, the production of a heterologous protein is enhanced by contacting cultured cells with a RNA effector molecule which inhibits cell growth and/or cell division during the production phase.


In some embodiments, the production of a biological product in a cultured host cell is enhanced by contacting the cell with a RNA effector molecule which modulates expression of a protein of a contaminating virus such that the infectivity and/or load of the virus in the host cell is reduced. In additional embodiments, production of a biological product in a cultured host cell is enhanced by contacting the cell with a RNA effector molecule which modulates expression of a host cell protein involved in viral infection, e.g., a cell membrane ligand, or viral reproduction such that the infectivity and/or load of contaminating viruses in the host cell is reduced.


In some embodiments, the enhancement of production of a biological product upon modulation of a target gene is detected by monitoring one or more measurable bioprocess parameters, such as a parameter selected from the group consisting of: cell density, pH, oxygen levels, glucose levels, lactic acid levels, temperature, and protein production. Protein production can be measured as specific productivity (SP) (the concentration of a product, such as a heterologously expressed polypeptide, in solution) and can be expressed as mg/L or g/L; in the alternative, specific productivity can be expressed as pg/cell/day. An increase in SP can refer to an absolute or relative increase in the concentration of a product produced under two defined set of conditions (e.g., when compared with controls not treated with RNA effector molecule(s)).


In some embodiments, the enhancement of production of a biological product, upon modulation of a target gene, is detected by monitoring one or more measurable bioprocess parameters, such as cell density, medium pH, oxygen levels, glucose levels, lactic acid levels, temperature, viral protein, or viral particle production. For example, protein production can be measured as specific productivity (SP) (the concentration of a product in solution) and can be expressed as mg/L or g/L; in the alternative, specific productivity can be expressed as pg/cell/day. An increase in SP can refer to an absolute or relative increase in the concentration of a biological product produced under two defined set of conditions. Alternatively, viral particle products can be titrated by well known plaque assays, measured as plaque forming units per mL (PFU/mL).


In some embodiments, RNA effector compositions include two or more RNA effector molecules, e.g., comprise two, three, four or more RNA effector molecules. In various embodiments, the two or more RNA effector molecules are capable of modulating expression of the same target gene and/or one or more additional target genes. Advantageously, certain compositions comprising multiple RNA effector molecules are more effective in enhancing production of a biological product, or one or more aspects of such production, than separate compositions comprising the individual RNA effector molecules.


In other embodiments, a plurality of different RNA effector molecules are contacted with the cell culture and permit modulation of one or more target genes. In one embodiment, at least one of the plurality of different RNA effector molecules is a RNA effector molecule that modulates expression of glutaminase, glutamine synthetase, or LDH. In another embodiment, RNA effector molecules targeting Bax and Bak are co-administered to a cell culture during production of the biological product and can optionally contain at least one additional RNA effector molecule or agent. In another embodiment, a plurality of different RNA effector molecules is contacted with the cells in culture to permit modulation of Bax, Bak and LDH expression. In another embodiment, a plurality of different RNA effector molecules is contacted with the cells in culture to permit modulation of expression of Bax and Bak, as well as glutaminase and/or glutamine synthetase.


When a plurality of different RNA effector molecules are used to modulate expression of one or more target genes the plurality of RNA effector molecules can be contacted with cells simultaneously or separately. In addition, each RNA effector molecule can have its own dosage regime. For example, one can prepare a composition comprising a plurality of RNA effector molecules are contacted with a cell. Alternatively, one can administer one RNA effector molecule at a time to the cell culture. In this manner, one can easily tailor the average percent inhibition desired for each target gene by altering the frequency of administration of a particular RNA effector molecule. For example, strong inhibition (e.g., >80% inhibition) of lactate dehydrogenase (LDH) may not always be necessary to significantly improve production of a biological product and under some conditions it may be preferable to have some residual LDH activity. Thus, one may desire to contact a cell with a RNA effector molecule targeting LDH at a lower frequency (e.g., less often) or at a lower dosage (e.g., lower multiples over the IC50) than the dosage for other RNA effector molecules. Contacting a cell with each RNA effector molecule separately can also prevent interactions between RNA effector molecules that can reduce efficiency of target gene modulation. For ease of use and to prevent potential contamination it may be preferred to administer a cocktail of different RNA effector molecules, thereby reducing the number of doses required and minimizing the chance of introducing a contaminant to the cell or cell culture.


In some embodiments, the production of a biological product is enhanced by contacting cultured cells with a RNA effector molecule provided herein during the growth phase to modulate expression of a target gene encoding a protein that affects cell growth, cell division, cell viability, apoptosis, nutrient handling, and/or other properties related to cell growth and/or division. In further embodiments, the production of a heterologous protein is enhanced by contacting cultured cells with a RNA effector molecule which transiently inhibits expression of the heterologous protein during the growth phase.


In yet further embodiments, the modulation of expression (e.g., inhibition) of a target gene by a RNA effector molecule can be alleviated by contacting the cell with second RNA effector molecule, wherein at least a portion of the second RNA effector molecule is complementary to a target gene encoding a protein that mediates RNAi in the host cell. For example, the modulation of expression of a target gene can be alleviated by contacting the cell with a RNA effector molecule that inhibits expression of an argonaute protein (e.g., Argonaute-2) or other component of the RNAi pathway of the cell. In one embodiment, the biological product is a recombinant protein and expression of the product is transiently inhibited by contacting the cell with a first RNA effector molecule targeted to the transgene encoding the product. The inhibition of expression of the product is then alleviated by contacting the host cell with a second RNA effector molecule targeted against a gene encoding a protein of the RNAi pathway of the cell.


Host Cell Immune Response


In additional embodiments, production of a biological product in a host cell is further enhanced by introducing a RNA effector molecule that modulates expression of a host cell protein involved in microbial infection or reproduction such that the infectivity and/or load of the microbe is increased. Modulating host cell immune response can also be beneficial in the production of certain biological products that are themselves involved in modulating the immune response (e.g., interferons and the like).


Several human, mammalian and avian viruses are introduced into and/or cultivated cells for either virus production (e.g., ultimately for vaccine production) or heterologous protein expression. Infection or transfection results in the accumulation of a biological product, such as an immunogenic agent (live virus particles), which can be collected from either cells or cell media after a suitable incubation period. For example, the standard method of vaccine production consists of culturing cells, infecting with a live virus (e.g., rotavirus, influenza, yellow fever), incubation, harvesting of cells or cell media, downstream processing, and filling and finishing. For the classic inactivated influenza vaccine, purification, inactivation, and stabilization of this harvested immunogenic agent yields biological vaccine product, which techniques are well known in the art.


Recombinant DNA technology and genetic engineering techniques, in theory, may afford a superior approach to producing an attenuated virus because specific mutations are deliberately engineered into the viral genome. The genetic alterations required for attenuation of viruses are not always predictable, however. In general, the attempts to use recombinant DNA technology to engineer viral vaccines have been directed to the production of subunit vaccines which contain only the protein subunits of the pathogen involved in the immune response, expressed in recombinant viral vectors such as vaccinia virus or baculovirus. More recently, recombinant DNA techniques have been utilized to produce herpes virus deletion mutants or polioviruses that mimic attenuated viruses found in nature or known host range mutants.


The yield of a biological product, such as an attenuated live influenza virus or an immunomodulatory polypeptide, made in a host cell can be adversely affected by the immune response of the host cell, e.g., the interferon response of the host cell in which the virus or viral vector is replicated. Additionally, the infected host cell(s) can become apoptotic before viral yield is maximized. Thus, although these attenuated viruses are immunogenic and non-pathogenic, they are often difficult to propagate in conventional cell substrates for the purposes of making vaccines. Hence, some embodiments of the present invention provide for compositions and methods using a RNA effector molecules to modulate the expression of adverse host cell responses and therefore increase yield. For example, some embodiments of the present invention relate to contacting a cell with a RNAi-based product siRNA prior to, during or after the viral or vector administration, to inhibit cellular and anti-viral processes that compromise the yield and quality of the product harvest.


The use of cell-based bioprocesses for the manufacture of biological products is enhanced, in some embodiments, by modulating expression of a target gene affecting the host cell's reaction to viral infection. This approach is useful where the biological product is viral or otherwise immunomodulatory, or where viral vectors are used to introduce heterologous proteins into the host cell.


For example, in some embodiments the target gene is a cell interferon protein or a protein associated with interferon signaling. In particular, the gene can be an interferon gene such as IFN-α (e.g., Gallus gallus IfnA, GeneID: 396398); IFN-β (e.g., Gallus IfnB GeneID: 554219); or IFN-γ, (e.g., Gallus IfnG GeneID: 396054). The gene can be an interferon receptor such as IFNAR1 (interferon α, β and ω receptor 1) (e.g., Gallus IFNAR1, GeneID: 395665), IFNAR2 (interferon α, β and ω receptor 2) (e.g., Gallus IFNAR2, GeneID: 395664), IFNGR1 (interferon-γ receptor 1) (e.g., Gallus IFNGR1, GeneID: 421685) or IFNGR2 (interferon γ receptor 2 (interferon γ transducer 1)) (e.g., Gallus IFNGR2, GeneID: 418502).


For example, in some embodiments the target gene is a cell interferon protein or a protein associated with interferon signaling. In particular, the gene can be an interferon gene such as IFN-α (e.g., Gallus IFN-α, GeneID: 396398); IFN-β (e.g., Gallus IFN-β, GeneID: 554219); or IFN-γ (e.g., Gallus IFN-γ, GeneID: 396054). Thus, for example, IFN-β expression can be modulated by use of corresponding RNA effector molecule having an antisense strand comprising at least 16 contiguous nucleotides (e.g., at least 17, at least 18, at least 19 nucleotides) of an oligonucleotide nucleotide having a sequence selected from the group consisting of SEQ ID NOs:3156155-3156180 (Gallus, sense), SEQ ID NOs:3156181-3156206 (Gallus, antisense), SEQ ID NOs:3155493-3155540 (Canis, sense), SEQ ID NOs:3155445-3155492 (Canis, antisense), depending on the cultured cell.


Alternatively, the target gene can be an interferon receptor such as IFNAR1 (interferon α, β and ω receptor 1) (e.g., Gallus IFNAR1, GeneID: 395665), IFNAR2 (interferon α, β and ω receptor 2) (e.g., Gallus IFNAR2, GeneID: 395664), IFNGR1 (interferon γ receptor 1) (e.g., Gallus IFNGR1, GeneID: 421685) or IFNGR2 (interferon γ receptor 2 (interferon γ transducer 1)) (e.g., Gallus IFNGR2, GeneID: 418502). Thus, for example, IFNAR1 expression can be modulated by use of corresponding RNA effector molecule having an antisense strand comprising at least 16 contiguous nucleotides (e.g., at least 17, at least 18, at least 19 nucleotides) of an oligonucleotide nucleotide having a sequence selected from the group consisting of SEQ ID NOs:2436536-2436863 (CHO cell, antisense), SEQ ID NOs:3154605-3154633 (Gallus, sense), SEQ ID NOs:3154634-3154662 (Gallus, antisense), SEQ ID NOs:3155397-3155444 (Canis, sense), SEQ ID NOs:3155445-3155492 (Canis, antisense), depending on the cultured cell.


In some embodiments, the gene can be associated with interferon signaling such as STAT-1 (signal transducer and activator of transcription 1) (e.g., Gallus Stat1, GeneID: 424044), STAT-2, STAT-3 (e.g., Gallus Stat3, GeneID:420027), STAT-4 (e.g., Gallus Stat4, GeneID: 768406), STAT-5 (e.g., Gallus Stat5, GeneID: 395556; JAK-1 (Janus kinase 1) (e.g., Gallus Jak1, GeneID: 395681; JAK-2 (e.g., Gallus Jak2, GeneID: 374199), JAK-3 (e.g., Gallus Jak3, GeneID: 395845), IRF1 (interferon regulatory factor 1) (e.g., Gallus IRF1, GeneID: 396384), IRF2 (e.g., Gallus IRF2, GeneID: 396115), IRF3, IRF4 (e.g., Gallus IRF4, GeneID: 374179), IRF5 (e.g., Gallus IRF5, GeneID: 430409), IRF6 (e.g., Gallus IRF6, GeneID: 419863), IRF7 (e.g., Gallus IRF7, GeneID: 396330), IRF8 (e.g., Gallus IRF8, GeneID:396385), IRF 9, or IRF10 (e.g., Gallus IRF9, GeneID: 395243).


Thus, for example, IRF3 expression can be modulated by use of corresponding RNA effector molecule having an antisense strand comprising at least 16 contiguous nucleotides (e.g., at least 17, at least 18, at least 19 nucleotides) of an oligonucleotide nucleotide having a sequence selected from the group consisting of SEQ ID NOs:1430473-1430786 (CHO cell, antisense), SEQ ID NOs:3288948-3289249 (Gallus, sense), SEQ ID NOs:3289250-3289551 (Gallus, antisense), SEQ ID NOs:3290142-3290445 (Canis, sense), SEQ ID NOs:320446-320749 (Canis, antisense), depending on the cultured cell.


Similarly, the target gene can encode an interferon-induced protein such as 2′,5′ oligoadenylate synthetases (2-5 OAS), an interferon induced antiviral protein; RNaseL (ribonuclease L (2′,5′-oligoisoadenylate synthetase-dependent), GeneID: 424410 (Silverman et al., 14 J. Interferon Res. 101-04 (1994)); dsRNA-dependent protein kinase (PKR) aka: eukaryotic translation initiation factor 2-α kinase 2 (EIF2AK2) (Li et al., 106 PNAS 16410-05 (2009)); Mx (MX1 myxovirus (influenza virus) resistance 1, interferon-inducible protein p78) (e.g., Gallus MX, GeneID: 395313); IFITM1 (Brass et al., 139 Cell 1243-54 (2009)); IFITM2, IFITM3 (Haller et al., 9 Microbes Infect. 1636-43 (2007)); Proinflammatory cytokines; MYD88 (myeloid differentiation primary response gene) up-regulated upon viral challenge (e.g., Gallus Myd88, GeneID: 420420, or TRIF (toll-like receptor adaptor molecule 1) (e.g., Gallus TRIF, GeneID: 100008585 (Hghighi et al., Clin. Vacc. Immunol. (Jan. 13, 2010)).


Thus, for example, MX1 expression can be modulated by use of corresponding RNA effector molecule having an antisense strand comprising at least 16 contiguous nucleotides (e.g., at least 17, at least 18, at least 19 nucleotides) of an oligonucleotide nucleotide having a sequence selected from the group consisting of SEQ ID NOs:2588615-2588951 (CHO cell, antisense), SEQ ID NOs:326682-3286975 (Gallus, sense), SEQ ID NOs:3286976-3287269 (Gallus, antisense), SEQ ID NOs:3286132-3286406 (Canis, sense), SEQ ID NOs:3286407-3286681 (Canis, antisense), depending on the cultured cell.


Also, for example IFTM1 expression can be modulated by use of corresponding RNA effector molecule having an oligonucleotide strand comprising at least 16 contiguous nucleotides (e.g., at least 17, at least 18, at least 19 nucleotides) of an oligonucleotide nucleotide having a sequence selected from the group consisting of SEQ ID NOs:3155115-3155161 (Canis, sense), SEQ ID NOs:3155162-3155208 (Canis, antisense).


Additionally, IFITM2 expression can be modulated by use of corresponding RNA effector molecule having an oligonucleotide strand comprising at least 16 contiguous nucleotides (e.g., at least 17, at least 18, at least 19 nucleotides) of an oligonucleotide nucleotide having a sequence selected from the group consisting of SEQ ID NOs:3156587-3156633 (CHO cell, sense), SEQ ID NOs:3156634-3156680 (CHO cell, antisense), SEQ ID NOs:2685171-2685550 (CHO cell, antisense), SEQ ID NOs:3155209-3155255 (Canis, sense), SEQ ID NOs:3155256-3155302 (Canis, antisense), depending on the cultured cell.


Likewise, IFITM3 expression can be modulated by use of corresponding RNA effector molecule having an antisense strand comprising at least 16 contiguous nucleotides (e.g., at least 17, at least 18, at least 19 nucleotides) of an oligonucleotide having a sequence selected from the group consisting of SEQ ID NOs:3156681-3156727 (CHO cell, sense), SEQ ID NOs:3156728-3156774 (CHO cell, antisense), SEQ ID NOs:2696169-2696546 (CHO cell, antisense), SEQ ID NOs:3155303-3155349 (Canis, sense), SEQ ID NOs:3155350-3155350 (Canis, antisense), depending on the cultured cell.


Further regarding example interferon-induced expression, PKR (EIF2AK2) expression can be modulated by use of corresponding RNA effector molecule having an antisense strand comprising at least 16 contiguous nucleotides (e.g., at least 17, at least 18, at least 19 nucleotides) of an oligonucleotide nucleotide having a sequence selected from Tables 67 and 68, as follows:









TABLE 67







Example target PKR (EIF2AK2) oligonucleotides











Gallus PKR Sense


Gallus PKR Antisense







CCACUGAGUGAUUCAGCCU
AGGCUGAAUCACUCAGUGG






GGUACAGGCGUUGGUAAGA
UCUUACCAACGCCUGUACC






CAGGCGUUGGUAAGAGUAA
UUACUCUUACCAACGCCUG






GAAUGUGCAUACUUCGGAU
AUCCGAAGUAUGCACAUUC






CAUACUUCGGAUGUAGUGA
UCACUACAUCCGAAGUAUG






GACAUUGCAGCUAGUUGAU
AUCAACUAGCUGCAAUGUC






CAUUGCAGCUAGUUGAUUA
UAAUCAACUAGCUGCAAUG






CCACGCUCCAAUGUAUUCU
AGAAUACAUUGGAGCGUGG






GUAAUUAGUGGUCAUGUAU
AUACAUGACCACUAAUUAC






CAUGAACUCAGUAAUUCCU
AGGAAUUACUGAGUUCAUG






GAGUCAUGGGGUAUUACCU
AGGUAAUACCCCAUGACUC






GGUAUUACCUUUAAAGACU
AGUCUUUAAAGGUAAUACC






GAAAGACAUGUCCCUAUCU
AGAUAGGGACAUGUCUUUC






GAGCCUUCAAAUUGUCGGA
UCCGACAAUUUGAAGGCUC






GAGUAUUGGCACCUAAUUU
AAAUUAGGUGCCAAUACUC






GGUUUCGUCAGCAGUAUAA
UUAUACUGCUGACGAAACC






CUAUGCAAUCAAACGAGUU
AACUCGUUUGAUUGCAUAG






GUUAAUAAAUAGGAACGUA
UACGUUCCUAUUUAUUAAC






GCUCGCGAAUCUUGAACAU
AUGUUCAAGAUUCGCGAGC






CGCGAAUCUUGAACAUGAA
UUCAUGUUCAAGAUUCGCG






GAAUUCUAUCGUAGCUGUU
AACAGCUACGAUAGAAUUC






GAAUAUAUUCCUAUCAUAU
AUAUGAUAGGAAUAUAUUC






CUUUGGUCUCGUGACUUCU
AGAAGUCACGAGACCAAAG






CCCUCUGACUAAGAACCGA
UCGGUUCUUAGUCAGAGGG






GAGGAACACAGUCAUAUAU
AUAUAUGACUGUGUUCCUC






GAUAUGGAAAGGAAGUAGA
UCUACUUCCUUUCCAUAUC






GGUAUGGCAGGAUGUUAGA
UCUAACAUCCUGCCAUACC






CCAGGUACCCAUAAUCAAA
UUUGAUUAUGGGUACCUGG






GACAACUCGCAUAAAGCUU
AAGCUUUAUGCGAGUUGUC






CACUUCUUUUAGGUGAACU
AGUUCACCUAAAAGAAGUG






CCUUAAGUAUUUAGCUUUU
AAAAGCUAAAUACUUAAGG






GUUCUUCCUUAUAGGAACA
UGUUCCUAUAAGGAAGAAC






CAGGUAGGGUCCUCUUAAU
AUUAAGAGGACCCUACCUG






GUAGGGUCCUCUUAAUACA
UGUAUUAAGAGGACCCUAC






CUCCUAUACAGUACGGUUU
AAACCGUACUGUAUAGGAG






CUAUACAGUACGGUUUUAA
UUAAAACCGUACUGUAUAG






GUACGGUUUUAAUCGCCUA
UAGGCGAUUAAAACCGUAC






GGUUUUAAUCGCCUAUUAU
AUAAUAGGCGAUUAAAACC






GAUUAUAGGUGUACCUGAA
UUCAGGUACACCUAUAAUC






GUCAGCUCAACAUAAGGUA
UACCUUAUGUUGAGCUGAC






CUGAUUGACCGUUACUCUU
AAGAGUAACGGUCAAUCAG






GACCGUUACUCUUUGGUUA
UAACCAAAGAGUAACGGUC






CGUUACUCUUUGGUUAUAU
AUAUAACCAAAGAGUAACG






GGUUAUAUACUUAAGAGAU
AUCUCUUAAGUAUAUAACC






CUUAAGAGAUUUCUCGUUU
AAACGAGAAAUCUCUUAAG






GAUUUCUCGUUUGACUAAA
UUUAGUCAAACGAGAAAUC






CUCGUUUGACUAAAUAAGA
UCUUAUUUAGUCAAACGAG
















TABLE 68







Example target PKR (EIF2AK2) oligonucleotides











Canis PKR Sense


Canis PKR Antisense







CAGAAAGGUACUUAAGUAU
AUACUUAAGUACCUUUCUG






AGAAAGGUACUUAAGUAUA
UAUACUUAAGUACCUUUCU






AAAGGUACUUAAGUAUAAU
AUUAUACUUAAGUACCUUU






UACUUAAGUAUAAUGAACU
AGUUCAUUAUACUUAAGUA






AAGUAUAAUGAACUGUCUA
UAGACAGUUCAUUAUACUU






GGACCUGCACAUAACUUAA
UUAAGUUAUGUGCAGGUCC






ACUUAAGAUUUACAUUCCA
UGGAAUGUAAAUCUUAAGU






AGCCAAAUUAGCUCUUGAA
UUCAAGAGCUAAUUUGGCU






AAACAAGGCGGUUAGUUCU
AGAACUAACCGCCUUGUUU






UUAGAAGGCGUUGGGAAUU
AAUUCCCAACGCCUUCUAA






UAGAAGGCGUUGGGAAUUA
UAAUUCCCAACGCCUUCUA






AUUACAUAGGCCGUAUGAA
UUCAUACGGCCUAUGUAAU






UUACAUAGGCCGUAUGAAU
AUUCAUACGGCCUAUGUAA






UACAUAGGCCGUAUGAAUA
UAUUCAUACGGCCUAUGUA






GAAGGAACAACUAUCUGUA
UACAGAUAGUUGUUCCUUC






AGAAAGAUUUCAUUGCAGA
UCUGCAAUGAAAUCUUUCU






ACAUUUGGCUGCUAAAUUU
AAAUUUAGCAGCCAAAUGU






UUGCAUAUGAACAGAUACA
UGUAUCUGUUCAUAUGCAA






AUUGUAACAGGGACAAUGU
ACAUUGUCCCUGUUACAAU






CUCUGAGCAAUGCCAGAUA
UAUCUGGCAUUGCUCAGAG






ACACAGUGGAACUCAGGUU
AACCUGAGUUCCACUGUGU






GAAAUAGAACCAAUUGGCU
AGCCAAUUGGUUCUAUUUC






AAUAGAACCAAUUGGCUCA
UGAGCCAAUUGGUUCUAUU






GCUCAGGUGGAUAUGGUCA
UGACCAUAUCCACCUGAGC






GAUUUAUGUUAUUAAACGU
ACGUUUAAUAACAUAAAUC






UUUAUGUUAUUAAACGUGU
ACACGUUUAAUAACAUAAA






UAUGUUAUUAAACGUGUUA
UAACACGUUUAAUAACAUA






AUGUUAUUAAACGUGUUAA
UUAACACGUUUAAUAACAU






UGUUAUUAAACGUGUUAAA
UUUAACACGUUUAAUAACA






AAGGUAGAACGGGAAGUAA
UUACUUCCCGUUCUACCUU






AGCGCUUGAUCACGUAAAU
AUUUACGUGAUCAAGCGCU






GCGCUUGAUCACGUAAAUA
UAUUUACGUGAUCAAGCGC






CGCUUGAUCACGUAAAUAU
AUAUUUACGUGAUCAAGCG






AUCACGUAAAUAUCGUGCA
UGCACGAUAUUUACGUGAU






UAUCGUGCACUACCGUAGU
ACUACGGUAGUGCACGAUA






CCUUCAAGAACAACUAAGU
ACUUAGUUGUUCUUGAAGG






UCUGUGAUAAAGGAACAUU
AAUGUUCCUUUAUCACAGA






CAUUGGAGCAAUGGAUUGA
UCAAUCCAUUGCUCCAAUG






GGCUAAUUCUUGCAGAACU
AGUUCUGCAAGAAUUAGCC






UACAUAUGUCCCACUGUUU
AAACAGUGGGACAUAUGUA






CUAAGGGCUGGCAAGUUCU
AGAACUUGCCAGCCCUUAG






ACUUGAGCCCAUGAAACGA
UCGUUUCAUGGGCUCAAGU






GCCCAUGAAACGACCUAAU
AUUAGGUCGUUUCAUGGGC






CAUGAAACGACCUAAUGCA
UGCAUUAGGUCGUUUCAUG






GAAACGACCUAAUGCAUCU
AGAUGCAUUAGGUCGUUUC






AUAUUAGAGCCCUUCUAAA
UUUAGAAGGGCUCUAAUAU






UCUUCUAGGGUAUUUACCU
AGGUAAAUACCCUAGAAGA









In another embodiment, the biological product is produced by a cell transfected with one or more retroviral vectors. Upon transfection with a first retroviral vector, expression of the retroviral vector Env and/or Gag molecule is transiently inhibited by contacting the cell with a first RNA effector molecule (i.e., targeting the env gene or gag gene), allowing more efficient transfection with a second retroviral vector. For example, a first retroviral vector can encode a first antibody chain and a second retroviral vector can encode the second, complementary antibody chain. Additionally, the inhibition of expression can be alleviated by introducing into the cell an additionally RNA effector molecule targeted against a gene encoding a protein of the RNAi pathway.


In some embodiments, the target gene is a regulatory element or gene of an ERV of the cell. For example, in particular embodiments the target gene can encode a polypeptide or protein, such as an ERV LTR, env protein, or gag protein. In some embodiments, the target gene is a gene of a latent virus such as a herpesvirus or adenovirus. In particular embodiments, for example, the target gene can encode a polypeptide or protein, such as a latent HSV glycoprotein D or PCV-1 Rep protein. Provided herein in Table 64 are exemplary RNA effector molecules for targeting PCV-1:









TABLE 64







Duplexes targeting PCV-1 with modified nucleotides









Duplex




No
Sense
Antisense





 1
uAGAAAuAAGuGGuGGGAudTsdT
AAcACCcACCUCUuAUGGGdTsdT





 2
AAuAAGuGGuGGGAuGGAudTsdT
uAAGGGUGAAcACCcACCUdTsdT





 3
AuAAGuGGuGGGAuGGAuAdTsdT
UuAAGGGUGAAcACCcACCdTsdT





 4
uAAGuGGuGGGAuGGAuAudTsdT
AUuAAGGGUGAAcACCcACdTsdT





 5
GuGGuGGGAuGGAuAucAudTsdT
uAUuAAGGGUGAAcACCcAdTsdT





 6
GGAuGGAuAucAuGGAGAAdTsdT
UuAUuAAGGGUGAAcACCCdTsdT





 7
uGGAuAucAuGGAGAAGAAdTsdT
AAGCUCCCGuAUUUUGUUUdTsdT





 8
AuAucAuGGAGAAGAAGuudTsdT
AAGGGAGAUUGGAAGCUCCdTsdT





 9
ucAuGGAGAAGAAGuuGuudTsdT
UUCCUCUCCGcAAAcAAAAdTsdT





10
uGGAGAAGAAGuuGuuGuudTsdT
AAACCUUCCUCUCCGcAAAdTsdT





11
GGAGAAGAAGuuGuuGuuudTsdT
UUCcAAACCUUCCUCUCCGdTsdT





12
GAGAAGAAGuuGuuGuuuudTsdT
uACCCUCUUCcAAACCUUCdTsdT





13
AGAAGuuGuuGuuuuGGAudTsdT
UUCuACCCUCUUCcAAACCdTsdT





14
AGuuGuuGuuuuGGAuGAudTsdT
AAUUCGcAAACCCCUGGAGdTsdT





15
GuuGuuGuuuuGGAuGAuudTsdT
AAAUUCGcAAACCCCUGGAdTsdT





16
uuuuAuGGcuGGuuAccuudTsdT
uAGcAAAAUUCGcAAACCCdTsdT





17
uGGcuGGuuAccuuGGGAudTsdT
UUCUuAGcAAAAUUCGcAAdTsdT





18
cuGGuuAccuuGGGAuGAudTsdT
AAGUCUGCUUCUuAGcAAAdTsdT





19
GAGAcuGuGuGAccGGuAudTsdT
AAAGUCUGCUUCUuAGcAAdTsdT





20
cuGuGuGAccGGuAuccAudTsdT
AAAAGUCUGCUUCUuAGcAdTsdT





21
uGuGuGAccGGuAuccAuudTsdT
uAAAAGUCUGCUUCUuAGCdTsdT





22
ccGGuAuccAuuGAcuGuAdTsdT
UuAAAAGUCUGCUUCUuAGdTsdT





23
ccAuuGAcuGuAGAGAcuAdTsdT
UUcACCUUGUuAAAAGUCUdTsdT





24
GuAuuuuGAuuAccAGcAAdTsdT
uACcACUUcACCUUGUuAAdTsdT





25
uAuuuuGAuuAccAGcAAudTsdT
AuACcACUUcACCUUGUuAdTsdT





26
cAGGAAuGGuAcuccucAAdTsdT
AAuACcACUUcACCUUGUUdTsdT





27
cAGcuGuAGAAGcucucuAdTsdT
AAAuACcACUUcACCUUGUdTsdT





28
AGcuGuAGAAGcucucuAudTsdT
UUCGCUUUCUCGAUGUGGCdTsdT





29
uAucGGAGGAuuAcuAcuudTsdT
UUCCUUUCGCUUUCUCGAUdTsdT





30
AucGGAGGAuuAcuAcuuudTsdT
UuAUUCUGCUGGUCGGUUCdTsdT





31
GAGGAuuAcuAcuuuGcAAdTsdT
UUCUUuAUUCUGCUGGUCGdTsdT





32
AGGAuuAcuAcuuuGcAAudTsdT
uACUGcAGuAUUCUUuAUUdTsdT





33
cuAcuuuGcAAuuuuGGAAdTsdT
UuACUGcAGuAUUCUUuAUdTsdT





34
uuGGAAGAcuGcuGGAGAAdTsdT
UUuACUGcAGuAUUCUUuAdTsdT





35
AAGAcuGcuGGAGAAcAAudTsdT
AUGUGGCCUUCUUuACUGCdTsdT





36
AGAAcAAuccAcGGAGGuAdTsdT
uAUGUGGCCUUCUUuACUGdTsdT





37
AcccGAAGGccGAuuuGAAdTsdT
AAGuAUGUGGCCUUCUUuAdTsdT





38
uGcccuuuucccAuAuAAAdTsdT
uAAGuAUGUGGCCUUCUUUdTsdT









In some embodiments, the target gene is an endogenous non-ERV gene. For example, the target gene can encode the biological product, or a portion thereof, when the biological product is a polypeptide.


Production of a biological product can also be enhanced by reducing the expression of a protein that binds to the biological product or its vector. For example, in producing a recombinant protein it may be advantageous to reduce or inhibit expression of a receptor/ligand produced by an ERV, so that its expression in the host cell does not inhibit super-infection by the recombinant vector. As another example, in producing a growth factor, a hormone or a cell signaling protein, it may be advantageous to reduce or inhibit expression of its receptor/ligand so that its production in the host cell does not elicit a biological response by the cell. It is known to a skilled artisan that a receptor can be a cell surface receptor or an internal (e.g., nuclear) receptor. Therefore, in one example, production of a biological product such as an interferon (e.g., β interferon) can be enhanced by modulating (e.g., reducing) the level of the receptor present in the cell (e.g., IFNAR1 or IFNAR2 receptor). The expression of the binding partner can be modulated by contacting the host cell with a RNA effector molecule directed at the receptor gene according to methods described herein.


In additional embodiments, the target gene is a cell protein that mediates viral infectivity, such as TLR3 that detects dsRNA (e.g., Gallus TLR3, GeneID: 422720), TLR7 that detects ssRNA (e.g., Gallus TLR7, GeneID: 418638), TLR21, that recognizes unmethylated DNA with CpG motifs (e.g., Gallus Tlr3, GeneID: 415623), RIG-1 involved with viral sensing (Myong et al., 323 Science 1070-74 (2009)); LPGP2 and other RIG-1-like receptors, which are positive regulators of viral sensing (Satoh et al., 107 PNAS 1261-62 (2010); Nakhaei et al., 2009); TRIM25 (e.g., Gallus Trim25, GeneID: 417401; Gack et al., 5 Cell Host Microb. 439-49 (2009)), or MAVSNISA/IPS-1/Gardif, which interacts with RIG-1 to initiate an antiviral signaling cascade (Cui et al., 29 Mol. Cell. 169-79 (2008)); Kawai et al., 6 Nat. Immunol. 981-88 (2005)).


Thus, for example, TLR3 expression can be modulated by use of corresponding RNA effector molecule(s) having an antisense strand comprising at least 16 contiguous nucleotides (e.g., at least 17, at least 18, at least 19 nucleotides) of an oligonucleotide nucleotide having a sequence selected from the group consisting of SEQ ID NOs:3156491-3156538 (CHO cell, sense), SEQ ID NOs:3156539-3156586 (CHO cell, antisense), SEQ ID NOs:2593179-2593525 (CHO cell, antisense), SEQ ID NOs:3155965-3156011 (Gallus, sense), SEQ ID NOs:3156012-3156058 (Gallus, antisense), SEQ ID NOs:315777-3155823 (Canis, sense) and SEQ ID NOs:3155824-3155870 (Canis, antisense), depending on the cultured cell.


Additionally, for example, MAVS expression can be modulated by use of corresponding RNA effector molecule(s) having an antisense strand comprising at least 16 contiguous nucleotides (e.g., at least 17, at least 18, at least 19 nucleotides) of an oligonucleotide nucleotide having a sequence selected from the group consisting of SEQ ID NOs:3156397-3156443 (CHO cell, sense), SEQ ID NOs:3156444-3156490 (CHO cell, antisense), SEQ ID NOs:1607184-1607527 (CHO cell, antisense), SEQ ID NOs:3286682-3286975 (Gallus, sense), SEQ ID NOs:3286976-3287269 (Gallus, antisense), SEQ ID NOs:3286132-3286406 (Canis, sense) and SEQ ID NOs:3286407-3286681 (Canis, antisense), depending on the cultured cell.


There are host cell proteins that impact viral replication in a specific fashion, yet the exact mechanisms for this activity is unresolved. For example, the suppression of the cellular protein casein kinase 2 μl (CSKN2B) increases influenza replication, protein production and viral titer. Marjuki et al., 3 J. Mol. Signal. 13 (2008). CSKN2B expression can be modulated by use of corresponding RNA effector molecule having an antisense strand comprising at least 16 contiguous nucleotides (e.g., at least 17, at least 18, at least 19 nucleotides) of an oligonucleotide nucleotide having a sequence selected from the group consisting of SEQ ID NOs:2634978-2635358 (CHO cell, antisense), SEQ ID NOs:3289552-3289846 (Gallus, sense), SEQ ID NOs:3289847-3290141 (Gallus, antisense), SEQ ID NOs:3288368-3288657 (Canis, sense), SEQ ID NOs:3288658-3288947 (Canis, antisense), depending on the cultured cell.


A composition, in alternative embodiments, can comprise one or more RNA effector molecules capable of modulating expression of one or multiple genes relating to a common biological process or property of the cell, for example the interferon signaling pathway including IFN, STAT proteins or other proteins in the JAK-STAT signaling pathway, IFNRA1 and/or IFNRA2. For example, viral infection results in swift innate response in infected cells against potential lytic infection, transformation and/or apoptosis, which is characterized by the production of IFNα and IFNβ. This signaling results in activation of IFN-stimulates genes (ISGs) that mediate the effects of IFN. IFN regulatory factor (IRFs) are family of nine cellular factors that bind to consensus IFN-stimulated response elements (ISREs) and induce other ISGs. See Kirshner et al., 79 J. Virol. 9320-24 (2005). The IFNs increase the expression of intrinsic proteins including TRIM5α, Fv, Mx, eIF2α and 2′-5′ OAS, and induce apoptosis of virus-infected cells and cellular resistance to viral infection. Koyam et al., 43 Cytokine 336-41 (2008). Hence, a particular embodiment provides for a RNA effector molecule that targets a IFNR1 gene. Other embodiments target one or more genes in the IFN signaling pathway.


Inhibition of IFN signaling responses can be determined by measuring the phosphorylated state of components of the IFN pathway following viral infection, e.g., IRF-3, which is phosphorylated in response to viral dsRNA. In response to type I IFN, Jak1 kinase and TyK2 kinase, subunits of the IFN receptor, STAT1, and STAT2 are rapidly tyrosine phosphorylated. Thus, in order to determine whether the RNA effector molecule inhibits IFN responses, cells can be contacted with the RNA effector molecule, and following viral infection, the cells are lysed. IFN pathway components, such as Jak1 kinase or TyK2 kinase, are immunoprecipitated from the infected cell lysates, using specific polyclonal sera or antibodies, and the tyrosine phosphorylated state of the kinase determined by immunoblot assays with an anti-phosphotyrosine antibody. See, e.g., Krishnan et al., 247 Eur. J. Biochem. 298-305 (1997). A decreased phosphorylated state of any of the components of the IFN pathway following infection with the virus indicates decreased IFN responses by the virus in response to the RNA effector molecule(s).


Efficacy of IFN signaling inhibition can also be determined by measuring the ability to bind specific DNA sequences or the translocation of transcription factors induced in response to viral infection, and RNA effector molecule treatment, e.g., targeting IRF3, STAT1, STAT2, etc. In particular, STAT 1 and STAT2 are phosphorylated and translocated from the cytoplasm to the nucleus in response to type I IFN. The ability to bind specific DNA sequences or the translocation of transcription factors can be measured by techniques known to skilled artisan, e.g., electromobility gel shift assays, cell staining, etc. Another approach to measuring inhibition of IFN induction determines whether an extract from the cell culture producing the desired viral product and contacted with a RNA effector molecule is capable of conferring protective activity against viral infection. More specifically, for example, cells are infected with the desired virus and contacted with a RNA effector. Approximately 15 to 20 hours post-infection, the cells or cell media are harvested and assayed for viral titer, or by quantitative product-enhanced reverse transcriptase (PERT) assay, immune assays, or in vivo challenge.


Host Cell Receptors


In some embodiments, the target gene is a host cell gene (endogenous)encoding or involved in the synthesis or regulation of a membrane receptor or other moiety. Modulating expression of the cell membrane can increase or decrease viral infection (e.g., by increasing or decreasing receptor expression), or can increase recovery of product that would otherwise adsorb to host cell membrane (by decreasing receptor expression).


For example, many viruses adhere to host cell-surface heparin, including PCV (Misinzo et al., 80 J. Virol. 3487-94 (2006); CMV (Compton et al., 193 Virology 834-41 (1993)); pseudorabies virus (Mettenleiter et al., 64 J. Virol. 278-86 (1990)); BHV-1 (Okazaki et al., 181 Virology 666-70 (1991)); swine vesicular disease virus (Escribano-Romero et al., 85 Gen. Virol. 653-63 (2004)); and HSV (WuDunn & Spear, 63 J. Virol. 52-58 (1989)). Additionally, enveloped viruses having infectivity associated with surface heparin binding include HIV-1 (Mondor et al., 72 J. Virol. 3623-34 (1998)); AAV-2 (Summerford & Samulski, 72 J. Virol. 1438-45 (1998)); equine arteritis virus (Asagoe et al., 59 J. Vet. Med. Sci. 727-28 (1997)); Venezuelan equine encephalitis virus (Bernard et al., 276 Virology 93-103 (2000)); Sindbis virus (Byrnes & Griffin, 72 J. Virol. 7349-56 (1998); Chung et al., 72 J. Virol. 1577-85 (1998)); swine fever virus (Hulst et al., 75 J. Virol. 9585-95 (2001)); porcine reproductive and respiratory syndrome virus (Jusa et al., 62 Res. Vet. Sci. 261-64 (1997)); and RSV (Krusat & Streckert, 142 Arch. Virol. 1247-54 (1997)). A number of non-enveloped virus associate with cell surface heparin as well. Some picornaviridae family members associate with cell-surface heparin, including, foot-and-mouth disease virus (FMDV) (binds in in vitro culture) (Fry et al., 18 EMBO J. 543-54 (1999); Jackson et al., 70 J. Virol. 5282-87 (1996)); coxsackie virus B3 (CVB3) (Zautner et al., 77 J. Virol. 10071-77 (2003)); Theiler's murine encephalomyelitis virus (Reddi & Lipton, 76 J. Virol. 8400-07 (2002)); and certain echovirus serotypes (Goodfellow et al., 75 J. Virol. 4918-21 (2001)).


Hence, in particular embodiments of the present invention, cellular expression of heparin can be modulated in order to decrease or increase viral adsorption to the host cell. For example, one or more RNA effector molecule(s) can target one or more genes associated with heparin synthesis or structure, such as epimerases, xylosyltransferases, galactosyltransferases, N-acetylglucosaminyl transferases, glucuronosyltransferases, or 2-O-sulfotransferases. See, e.g., Rostand & Esko, 65 Infect. Immun 1-8 (1997).


In the instance where the expression of cell-surface heparin is increased, a RNA effector molecule can target genes associated with heparin degradation, such as genes encoding heparanase (hep) (e.g., mouse hep GeneID: 15442, mouse hep 2 GeneID: 545291, rat hep GeneID: 64537, rat hep 2 GeneID: 368128, human HEP GeneID: 10855, human HEP 2 GeneID: 60495, Xenopus hep GeneID: 100145320, wild pig Sus scrofa hep GeneID: 100271932, G. gallus hep GeneID: 373981, G. gallus hep 2 GeneID: 423834, dog hep GeneID: 608707, bovine hep GeneID: 8284471, Callithrix monkey hep GeneID: 100402671, Callithrix hep 2 GeneID: 100407598, P. troglodytes hep GeneID: 461206, rabbit hep GeneID: 100101601, Rhesus Macaque hep GeneID: 707583, or zebrafish hep GeneID: 563020) Gingis-Velitski et al., 279 J. Biol. Chem. 44084-92 (2004).


Similarly, the infectivity of influenza virus is dependent on the presence of sialic acid on the cell surface (Pedroso et al., 1236 Biochim. Biophys. Acta 323-30 (1995), as is the infectivity of rotaviruses (Is a et al., 23 Glycoconjugate J. 27-37 (2006); Fukudome et al., 172 Virol. 196-205 (1989)), other reoviruses (Paul et al., 172 Virol. 382-85 (1989)), and bovine coronaviruses (Schulze & Herrler, 73 J. Gen. Virol. 901-06 (1992)). As such, a RNA effector targeting a host sialidase gene can be used to modulate host cell infectivity (see, e.g., Example 7). Additional host cell-surface receptors include VCAM1 for encephalomyocarditis virus (Huberm 68 J. Virol. 3453-58 (1994); integrin VLA-2 for Echovirus (Bergelson et al., 1718-20 (1992); and members of the immunoglobulin super-family for poliovirus (Mendelson et al., 56 Cell 855-65 (1989). As such, a RNA effector targeting a host sialidase gene can be used to modulate host cell infectivity.


Thus, in some embodiments the gene target includes a host cell gene involved in sialidase (see Wang et al., 10 BMC Genomics 512 (2009)). For example, because influenza binds to cell surface sialic acid residues, decreased sialidase can increase the rate of purification. Target genes include, for example, NEU2 sialidase 2 (cytosolic sialidase) (Gallus Neu2, GeneID: 430542); NEU3 sialidase 3 (membrane sialidase) (Gallus Neu3, GeneID: 68823); solute carrier family 35 (CMP-sialic acid transporter) member A1 (Slc35A1). Example RNA effector molecules targeting SCL35A1 can comprise at least 16 contiguous nucleotides of the SLC35A1 sequence or have the sequences provided in SEQ ID NOs:3154345-3154368 (Gallus, sense) and SEQ ID NOs:3154369-3154392 (Gallus, antisense); and for SCL35A2, SEQ ID NOs:464674-465055 (CHO cell, antisense). For UDP-N-acetylglucosamine 2-epimerase/N-acetylmannosamine kinase (Gne), example siRNAs can comprise at least 16 contiguous nucleotides of the Gne sequence and/or also include e.g., SEQ ID NOs:2073971-2074368 (CHO cell, antisense), SEQ ID NOs:3154297-3154320 (Gallus, sense) and SEQ ID NOs:3154321-3154344 (Gallus, antisense)); cytidine monophospho-N-acetylneuraminic acid synthetase (Cmas), example siRNAs shown in SEQ ID NOs:1633101-1633406 (CHO cell, antisense), SEQ ID NOs:3154249-3154272 (Gallus, sense) and SEQ ID NOs:3154273-3154296 (Gallus, antisense)); UDP-Gal:βGlcNAc β1,4-galactosyltransferase (B4GalT1), example siRNAs having sequences chosen from SEQ ID NOs:2528454-2528763 (CHO cell, antisense), SEQ ID NOs:3154153-3154176 (Gallus, sense) and SEQ ID NOs:3154177-3154200 (Gallus, antisense)); and UDP-Gal:βGlcNAc β1,4-galactosyltransferase, polypeptide 6 (B4GalT6), example siRNAs in SEQ ID NOs:1635173-1635561 (CHO cell, antisense), SEQ ID NOs:3154201-3154224 (Gallus, sense) and SEQ ID NOs:3154225-3154248 (Gallus, antisense).


Host Cell Viability


In some embodiments, the production of a biological product in a host cell is enhanced by introducing into the cell an additional RNA effector molecule that affects cell growth, cell division, cell viability, apoptosis, nutrient handling, and/or other properties related to cell growth and/or division within the cell. The target gene can also encode a host cell protein that directly or indirectly affects one or more aspects of the production of the biological product. Examples of target genes that affect the production of polypeptides include genes encoding proteins involved in the secretion, folding or post-translational modification of polypeptides (e.g., glycosylation, deamidation, disulfide bond formation, methionine oxidation, or pyroglutamation); genes encoding proteins that influence a property or phenotype of the host cell (e.g., growth, viability, cellular pH, cell cycle progression, apoptosis, carbon metabolism or transport, lactate formation, susceptibility to viral infection or RNAi uptake, activity or efficacy); and genes encoding proteins that impair the production of a biological product by the host cell (e.g., a protein that binds or co-purifies with the biological product).


In some embodiments of the invention, the target gene encodes a host cell protein that indirectly affects the production of a biological product such that inhibiting expression of the target gene enhances production of the biological product. For example, the target gene can encode an abundantly expressed host cell protein that does not influence directly production of the biological product, but indirectly decreases its production, for example by utilizing cellular resources that could otherwise enhance production of the biological product.


In some embodiments, Ago1 (Eukaryotic translation initiation factor 2C, 1); BLK (B lymphoid tyrosine kinase); CCNB3 (Cyclin B3); HIL1 (piwi-like 2 (Drosophila); HIWI1 (piwi-like 2 (Drosophila); HIWI2 (piwi-like 2 (Drosophila); HIWI3(piwi-like 2 (Drosophila); is targeted using the methods and compositions described herein.


For optimal production of a biological product in cell-based bioprocesses described herein, it is desirable to maximize cell viability. Accordingly, in one embodiment, production of a biological product is enhanced by modulating expression of a cell protein that affects apoptosis or cell viability, such as Bax (BCL2-associated X protein), for example; Bak (BCL2-antagonist/killer 1) (e.g., Gallus Bak, GeneID: 419912), LDHA (lactate dehydrogenase A) (e.g., Gallus LdhA, GeneID: 396221), LDHB (e.g., Gallus LdhB, GeneID: 373997), BIK; BAD (SEQ ID NOs:3049436-3049721), BID (SEQ ID NOs:2582517-2582823), BIM, HRK (harakiri, BCL2 interacting protein; contains only BH3 domain), BCLG (BCL2-like 14 (apoptosis facilitator)), HR, NOXA (NADPH oxidase activator 1), PUMA (SEQ ID NOs:1712045-1712425), BOK (BCL2-related ovarian killer) (e.g., Mus musculus Bok, GeneID: 395445, Gallus Bok, GeneID: 995445, human BOK, GeneID: 666), BOO (BCL2-like 10 (apoptosis facilitator)), BCLB (BCL2-like 10 (apoptosis facilitator)), CASP2 (apoptosis-related cysteine peptidase 2) (e.g., Gallus Casp2, GeneID: 395857) (SEQ ID NOs:2718675-2719039), CASP3 (apoptosis-related cysteine peptidase) (e.g., Gallus Casp3, GeneID: 395476) (SEQ ID NOs:1924836-1925195), CASP6 (e.g., Gallus Casp6, GeneID: 395477 (SEQ ID NOs:2408466-2408843); CASP7 (e.g., Gallus, GeneID: 423901 (SEQ ID NOs:2301618-2301960); CASP8 (e.g., Gallus Casp8, GeneID: 395284, human CASP8 GeneD:841, M. musculus Casp8, GeneID: 12370, Canis familiaris Casp8, GeneID:488473) (SEQ ID NOs:2995593-2995870); CASP9 (e.g., Gallus Casp9, GeneID: 426970) (SEQ ID NOs:1412589-1412860), CASP10 (e.g., Gallus Casp10, GeneID: 424081), BCL2 (B-cell CLL/lymphoma 2) (e.g., Gallus Bcl2, GeneID: 396282), p53 (e.g., Gallus p53, GeneID: 396200) (SEQ ID NOs:1283506-1283867), APAF1, HSP70 (e.g., Gallus Hsp70, GeneID: 423504) (SEQ ID NOs:3147029-3147080); TRAIL (TRAIL-LIKE TNF-related apoptosis inducing ligand-like) (e.g., Gallus Trail, GeneID: 395283), BCL2L1 (BCL2-like 1) (e.g., Gallus Bcl2L1, GeneID: 373954) BCL2L13 (BCL2-like 13 [apoptosis facilitator]) (e.g., Gallus Bcl2113, GeneID: 418163, human BCL2L13, GeneID: 23786), BCL2L14 (BCL2-like 14 [apoptosis facilitator]) (e.g., Gallus Bcl2114, GeneID: 419096), FASLG (Fas ligand [TNF superfamily, member 6]) (e.g., Gallus Faslg, GeneID: 429064), DPF2 (D4, zinc and double PHD fingers family 2) (e.g., Gallus Dpf2, GeneID: 429064), AIFM2 (apoptosis-inducing factor mitochondrion-associated 2) (e.g., human AIFM2, GeneID: 84883, Gallus Aifm2, GeneID: 423720), AIFM3 (e.g., Gallus Aifm3, GeneID: 416999), STK17A (serine/threonine kinase 17a [apoptosis-inducing]) (e.g., Gallus Stk17A, GeneID: 420775), APITD1 (apoptosis-inducing, TAF9-like domain 1) (e.g., Gallus Apitd1, GeneID: 771417), SIVA1 (apoptosis-inducing factor) (e.g., Gallus Sival, GeneID: 423493), FAS (TNF receptor superfamily member 6) (e.g., Gallus Fas, GeneID: 395274), TGFβ2 (transforming growth factor β 2) (e.g., Gallus TgfB2, GeneID: 421352), TGFBR1 (transforming growth factor, (3 receptor I) (e.g., Gallus TgfR1, GeneID: 374094), LOC378902 (death domain-containing tumor necrosis factor receptor superfamily member 23) (Gallus GeneID: 378902), or BCL2A1 (BCL2-related protein A1) (e.g., Gallus Bcl2A1, GeneID: 395673). For example, the BAK protein is known to down-regulate cell apoptosis pathways. Suyama et al., S1 Nucl. Acids. Res. 207-08 (2001). A particular embodiment thus provides for a RNA effector molecule that targets the BAK1 gene.


For example, LDHA expression can be modulated by use of a corresponding RNA effector molecule comprising an antisense strand comprising at least 16 contiguous nucleotides (e.g., at least 17, at least 18, at least 19 nucleotides) of the nucleotides in SEQ ID NOs:3154553-3154578 (Gallus, sense), SEQ ID NOs:3154579-3154604 (Gallus, antisense), SEQ ID NOs:3152540-3152603 (CHO cell), SEQ ID NOs:3152843-3152823 (CHO cell), SEQ ID NOs:1297283-1297604 (CHO cell, antisense), SEQ ID NOs:3155589-3155635 (Canis, sense), SEQ ID NOs:3154971-3155018 (Canis, antisense).


Further, for example, the Bak protein is known to down-regulate cell apoptosis pathways. Thus, RNA effector molecules that target Bak can be used to suppress apoptosis and increase product yield, and can comprise an antisense strand comprising at least 16 contiguous nucleotides (e.g., at least 17, at least 18, at least 19 nucleotides) of the nucleotides in SEQ ID NOs:3152412-3152475 (CHO cell), SEQ ID NOs:3152804-3152813), SEQ ID NOs:2259855-220161 (CHO cell, antisense), SEQ ID NOs:3154393-3154413 (Gallus, sense), SEQ ID NOs:3154414-3154434 (Gallus, antisense), SEQ ID NOs:3154827-3154874 (Canis, sense), SEQ ID NOs:3154875-3154922 (Canis, antisense). See also Suyama et al., S1 Nucl. Acids. Res. 207-08 (2001). A particular embodiment thus provides for a RNA effector molecule that targets the Bak gene. A particular embodiment thus provides for a RNA effector molecule that targets the BAK1 gene.


Similarly, Bax protein is known to down-regulate cell apoptosis pathways. Thus, RNA effector molecules that target chicken Bax can be used to suppress apoptosis and increase immunogen product yield, and can comprise an antisense strand comprising at least 16 contiguous nucleotides (e.g., at least 17, at least 18, at least 19 nucleotides) of the nucleotides in SEQ ID NOs:3154393-3154413 (Gallus, sense), SEQ ID NOs:315414-3154434 (Gallus, antisense), SEQ ID NOs:3152412-3152539 (CHO cell), SEQ ID NOs:3152794-3152803 (CHO cell), SEQ ID NOs:3023234-3023515 (CHO cell, antisense), SEQ ID NOs:3154923-3154970 (Canis, sense), and SEQ ID NOs:3154971-3155018 (Canis, antisense).


In some embodiments, administration of RNA effector molecule/s targeting at least one gene involved in apoptosis (e.g., Bak, Bax, caspases etc.) is followed by a administration of glucose to the cell culture medium in order to increase cell density and switch cells to a lactate utilization mode. In some embodiments the concentration of glucose is increased at least 2-fold, at least 3-fold, at least 4 fold, or at least 5-fold.


Another embodiment provides for a plurality of different RNA effector molecules is contacted with the cells in culture to permit modulation of Bax, Bak and LDH expression. In another embodiment, RNA effector molecules targeting Bax and Bak are co-administered to a cell culture during production of the biological product and can optionally contain at least one additional RNA effector molecule or agent.


Alternatively, one can administer one RNA effector molecule at a time to the cell culture. In this manner, one can easily tailor the average percent inhibition desired for each target gene by altering the frequency of administration of a particular RNA effector molecule. For example, >80% inhibition of lactate dehydrogenase (LDH) may not always be necessary to significantly improve production of a biological product and under some conditions may even be detrimental to cell viability. Thus, one may desire to contact a cell with a RNA effector molecule targeting LDH at a lower frequency (e.g., less often) than the frequency of contacting with the other RNA effector molecules (e.g., Bax/Bak). Alternatively, the cell can be contacted with a RNA effector molecule targeting LDH at a lower dosage (e.g., lower multiples over the IC50) than the dosage for other RNA effector molecules (e.g., Bax/Bak). For ease of use and to prevent potential contamination it may be preferred to administer a cocktail of different RNA effector molecules, thereby reducing the number of doses required and minimizing the chance of introducing a contaminant to the cell culture.


The production of a biological product in cell-based bioprocesses described herein can also be optimized by targeting genes that have been identified through screens. These include, for example, PUSL1 (pseudouridylate synthase-like 1) (CHO-Pusl1: SEQ ID NO:3157237; siRNA SEQ ID NOs:3249217-3249316); TPST1 (tyrosylprotein sulfotransferase 1) (e.g., Gallus Tpstl, GeneID: 417546) (CHO TPST1: SEQ ID NO:2613; siRNAs: SEQ ID NOs:858808-859104), and WDR33 (WD repeat domain 33) (e.g., Gallus Wdr33, GeneID: 424753) (CHO: SEQ ID NO:3433; siRNAs: SEQ ID NOs:1138341-1138649) (Brass et al., 139 Cell 1243-54 (2009)); Nod2 (nucleotide-binding oligomerization domain containing 2) (CHO: SEQ ID NO:6858; siRNA SEQ ID NOs:2322123-2322429) (Sabbah et al., 10 Nat. Immunol. 1973-80 (2009)); MCT4 (solute carrier family 16, member 4 [monocarboxylic acid transporter 4]) (e.g., G. gallus Mct4, GeneID: 395383), ACRC (acidic repeat containing) (e.g., Gallus AcrC, GeneID: 422202), AMELY, ATCAY (cerebellar, Cayman type [caytaxin]) (e.g., Gallus Atcay, GeneID: 420094), ANP32B (acidic [leucine-rich] nuclear phosphoprotein 32 family member) (e.g., Gallus Anp32B, GeneID: 420087), DEFA3, DHRS10, DOCK4 (dedicator of cytokinesis 4) (e.g., Gallus Dock4, GeneID: 417779), FAM106A, FKBP1B (FK506 binding protein 1B) (e.g., human FKCB1B, GeneID: 2281, M. musculus Fkbp1b, GeneID: 14226, Gallus Fkbp1B, GeneID: 395254), IRF3, KBTBD8 (kelch repeat and BTB [POZ] domain containing 8) (e.g., Gallus Kbtbd8, GeneID: 416085), KIAA0753 (e.g., Gallus Kiaa0753, GeneID: 417681), LPGAT1 (lysophosphatidyl-glycerol acyltransferase 1) (e.g., Gallus Lpgat1, GeneID: 421375), MSMB (microseminoprotein β) (e.g., Gallus Msmb, GeneID: 423773), NFS1 (nitrogen fixation 1 homolog) (e.g., Gallus Nfsl, GeneID: 419133), NPIP, NPM3 (nucleophosmin/nucleoplasmin 3) (e.g., Gallus Npm3, GeneID: 770430), SCGB2A1, SERPINB7, SLC16A4 (solute carrier family 16, member 4 [monocarboxylic acid transporter 5]) (e.g., Gallus Slc16a4, GeneID: 419809), SPTBN4 (spectrin, β, non-erythrocytic 4) (e.g., Gallus SptBn4, GeneID: 430775), or TMEM146 (Krishnan et al., 2008). Exemplary dsRNAs (e.g., siRNA, shRNA etc) for the above-described targets can comprise at least 16 contiguous nucleotides of the target nucleotide sequence (e.g., at least 17, at least 18, at least 19 nucleotides or more).


Other target genes that can be affected to optimize biologics production include genes associated with cell cycle and/or cell proliferation, such as CDKN1B (cyclin-dependent kinase inhibitor 1B, p27, kip1) (e.g., Gallus Cdkn1b, GeneID: 374106), a target for which a siRNA against p27kip1 induces proliferation (Kikuchi et al., 47 Invest. Opthalmol. 4803-09 (2006)); or FOX01, a target for which a siRNA induces aortic endothelial cell proliferation (Fosbrink et al., J. Biol. Chem. 19009-18 (2006). Thus, for example, in CEF or other chicken cells, the expression of CDKN2A, associated with cell division, can be modulated using a corresponding RNA effector molecule having a sense strand and an antisense strand wherein one strand comprising at least 16 contiguous nucleotides (e.g., at least 17, at least 18, at least 19 nucleotides) of an oligonucleotide nucleotide having a sequence selected from the group consisting of SEQ ID NOs:3154663-3154696 (Gallus, sense) and SEQ ID NOs:3154697-3154730 (Gallus, antisense).


Reactive oxygen species (ROS) are toxic to host cells and can mediate non-specific oxidation, degradation and/or cleavage and other structural modifications of the biological product that lead to increased heterogeneity, decreased biological activity, lower recoveries, and/or other impairments to of biologics produced by methods provided herein. Accordingly, production of a biological product is enhanced by modulating expression of a pro-oxidant enzyme, such as a protein selected from the group consisting of: NAD(p)H oxidase, peroxidase such as a glutathione peroxidase (e.g., glutathione peroxidase 1, glutathione peroxidase 4, glutathione peroxidase 8 (putative), glutathione peroxidase 3, encoded by the oligonucleotides of SEQ ID NO:7213, NO:7582, NO:8011, and NO:9756, respectively (RNA effector molecules: SEQ ID NOs:2439217-2439612, NOs:2560559-2560895, NOs:2703865-2704225, NOs:3151589-3151685), myeloperoxidase, constitutive neuronal nitric oxide synthase (cnNOS), xanthine oxidase (XO) (SEQ ID NOs:374846-375216) and myeloperoxidase (MPO), 15-lipoxygenase-1 (SEQ ID NOs:2480018-2480362), NADPH cytochrome c reductase, NAPH cytochrome c reductase, NADH cytochrome b5 reductase (SEQ ID NOs:569460-569777, NOs: 1261910-1262218, NOs:2195311-2195681, NOs:3146048-3146071, NOs:259827-260060), and cytochrome P4502E1. Exemplary dsRNAs (e.g., siRNA, shRNA etc) for the above-described targets can comprise at least 16 contiguous nucleotides of the target nucleotide sequence (e.g., at least 17, at least 18, at least 19 nucleotides or more).


Additionally, protein production can be enhanced by modulating expression of a protein that affects the cell cycle of host cells, such as a cyclin (e.g., cyclin M4, cyclin J, cyclin T2, cyclin-dependent kinase inhibitor 1A (P21), cyclin-dependent kinase inhibitor 1B, cyclin M3, cyclin-dependent kinase inhibitor 2B (p15, inhibits CDK4), cyclin E2, S100 calcium binding protein A6 (calcyclin), cyclin-dependent kinase 5, regulatory subunit 1 (p35), cyclin T1, inhibitor of CDK, cyclin A1 interacting protein 1 by use of corresponding RNA effector molecules comprising an antisense strand comprising at least 16 contiguous nucleotides (e.g., at least 17, at least 18, at least 19 nucleotides) of a nucleotide having a sequence selected from the group consisting of SEQ ID NOs:2447340-2447632, NOs:2463782-2464073, NOs:2466004-2466274, NOs:2659502-2659871, NOs:2731076-2731440, NOs:2748583-2748914, NOs:2895015 2895359, NOs:2904183-2904530, NOs:2966362-2966657, NOs:3088848-3089061, NOs:3107706-3107919, and NOs:3122589-3122734, respectively), or a cyclin dependent kinase (CDK). In some embodiments, the cyclin dependent kinase is selected from the group consisting of: CDK2 (SEQ ID NOs:1193336-1193684), CDK4 (SEQ ID NOs:1609522-1609852), P10 (SEQ ID NOs:3013998-3014274), P21 (SEQ ID NOs:2659502-2659871), P27 (SEQ ID NOs:2731076-2731440), p53, P57, p16INK4a, P 14ARF, and CDK4 (SEQ ID NOs:1609522-1609852). For example, in various embodiments, the expression of one or more proteins that affect cell cycle progression can be transiently modulated during the growth and/or production phases of heterologous protein production in order to enhance expression and recovery of heterologous proteins.


In addition, production of excess ammonia in bioprocessing is a common problem. High ammonia concentrations result in reduced cell and product yields depending on cell line and process conditions. Liberation of ammonia is thought to occur through the breakdown of glutamine to glutamate by glutaminase, and/or through the conversion of glutamate to a-ketoglutarate by glutamate dehydrogenase. Therefore, in one embodiment, biologics production can be enhanced by modulating expression of a protein that affects ammonia production, such as glutaminase or glutamate dehydrogenase. A particular embodiment provides for a RNA effector that targets hamster glutaminase having the transcript of SEQ ID NO:311 (CHO311.1). In one embodiment the RNA effector is a siRNA selected from SEQ ID NOs:105170-105438, which target glutaminase. In another embodiment, the RNA effector targets hamster glutamate dehydrogenase having SEQ ID NO:569 (CHO569.1). In one embodiment the RNA effector is a siRNA selected from SEQ ID NOs:177779-178010, which target glutamate dehydrogenase 1.


It is known that production of lactic acid in cell cultures inhibits cell growth and influences metabolic pathways involved in glycolysis and glutaminolysis (Lao & Toth, 13 Biotech. Prog., 688-91 (1997)). The accumulation of lactate in cells is caused mainly by the incomplete oxidation of glucose to CO2 and H2O, in which most of the glucose is oxidized to pyruvate and finally converted to lactate by lactate dehydrogenase (LDH). The accumulation of lactic acid in cells is detrimental to achieving high cell density and viability. Accordingly, in one embodiment, immunogenic protein production is enhanced by modulating expression of a protein that affects lactate formation, such as lactate dehydrogenase A (LDHA). Hence, a particular embodiment provides for a RNA effector molecule that targets the LDHA 1 gene.


In some embodiments, glucose utilization of cells is manipulated by modulation expression of e.g., target genes Myc and AKT. In one embodiment the target gene is CHO myelocytomatosis oncogene comprising the sequence of SEQ ID NO:2185 (CHO2185.1). In one embodiment the RNA effector molecule is a siRNA having a sequence selected from SEQ ID NOs:713438-713745. In one embodiment the RNA effector molecule is a siRNA having a sequence selected from SEQ ID NOs:713438-713473. In one embodiment the target gene is CHO thymoma viral proto-oncogene-1 comprising at least 16 contiguous nucleotides of SEQ ID NO:1793 (CHO1793.1) (e.g., at least 17, at least 18, at least 19 nucleotides or more). In one embodiment the RNA effector molecule is a siRNA having a sequence selected from SEQ ID NOs:581286-581643. In one embodiment the RNA effector molecule is a siRNA having a sequence selected from SEQ ID NOs:581286-581334.


In one embodiment, a cell culture is treated as described herein with RNA effector molecules that permit modulation of Bax, Bak and LDH expression. In another embodiment, the RNA effector molecules targeting Bax, Bak and LDH can be administered in combination with one or more additional RNA effector molecules and/or agents. Provided herein is a cocktail of RNA effector molecules targeting Bax, Bak and LDH expression, which can optionally be combined with additional RNA effector molecules or other bioactive agents as described herein.


In some embodiments, production of a biological product is enhanced by modulating expression of a protein that affects cellular pH, such as LDH or lysosomal V-type ATPase.


In some embodiments, production of a biological product is enhanced by modulating expression of a protein that affects carbon metabolism or transport, such as GLUT1 (e.g., by contacting the cell with a RNA effector molecule wherein the RNA effector molecule comprises an antisense strand comprising at least 16 contiguous nucleotides (e.g., at least 17, at least 18, at least 19 nucleotides) of an oligonucleotide having the nucleotide sequence selected from the group consisting of SEQ ID NOs:438155-438490), GLUT2 (solute carrier family 2 (facilitated glucose transporter), member 2), GLUT3 (solute carrier family 2 (facilitated glucose transporter), member 3), GLUT4 (solute carrier family 2 (facilitated glucose transporter), member 4), PTEN (SEQ ID. Nos: 69091-69094) (with a RNA effector molecule wherein the RNA effector molecule comprises an antisense strand comprising at least 16 contiguous nucleotides (e.g., at least 17, at least 18, at least 19 nucleotides) of the nucleotide sequence selected from the group consisting of SEQ ID NOs:69091-69404), or LDH (with a RNA effector molecule wherein the RNA effector molecule comprises an antisense strand comprising at least 16 contiguous nucleotides (e.g., at least 17, at least 18, at least 19 nucleotides) of the oligonucleotide having a nucleotide sequence selected from the group consisting of SEQ ID NOs:1297283-1297604)—see also Table 10.









TABLE 4







Hamster Gluts and Pten











SEQ


Avg
siRNA SEQ


ID NO:
consL
Description
Cov
ID NOs














1375
2298
solute carrier family 2
14.092
 438155-




(facilitated glucose

 438490




transporter), member 1




6869
910
solute carrier family 2,
0.818
2325698-




(facilitated glucose

2325997




transporter), member 8




7909
656
solute carrier family 2
0.689
2669929-




(facilitated glucose

2670303




transporter), member 13




189
3384
PTEN (phosphatase and
0.633
 69091-




tensin homolog)

 69404









In some embodiments, production of a biological product is enhanced by modulating expression of cofilin (for example a muscle cofilin 2, or non-muscle cofilin-1). In one embodiment, a cell with a RNA effector molecule wherein the RNA effector molecule comprises an antisense strand comprising at least 16 contiguous nucleotides (e.g., at least 17, at least 18, at least 19 nucleotides) of the oligonucleotide having a nucleotide sequence selected from the group consisting of SEQ ID NOs:435213-435610, targeting the hamster muscle cofilin 2 (SEQ ID NO:1366). In another embodiment, a cell with a RNA effector molecule wherein the RNA effector molecule comprises an antisense strand comprising at least 16 contiguous nucleotides (e.g., at least 17, at least 18, at least 19 nucleotides) of the oligonucleotide having a nucleotide sequence selected from the group consisting of SEQ ID NOs:1914036-1914356, targeting the hamster non-muscle cofilin 1 (SEQ ID NO:5716).


In another embodiment, hamster host cell target genes useful for modulation include those described in the Table 1 below (Avg Cov refers to average coverage):









TABLE 1







Focused Immune Response Targets











SEQ


Avg
siRNA SEQ


ID NO:
consL
Description
Cov
ID NOs:














166
3461
xenotropic and polytropic
0.95
 62021-




retrovirus receptor 1

 62362


680
2676
polymerase (RNA) III (DNA
5.84
 211082-




directed) polypeptide E

 211316


2455
1943
host cell factor C1
2.096
 805085-






 805458


2525
1927
myxovirus (influenza virus)
8.118
 829145-




resistance 2

 829432


2543
1922
beclin 1, autophagy related
22.681
 835365-






 835694


3179
1750
polymerase (RNA) III (DNA
5.685
1052412-




directed) polypeptide D

1052729


3259
1732
polymerase (RNA) III (DNA
15.023
1079448-




directed) polypeptide C

1079786


3885
1577
SWI/SNF related, matrix
11.687
1290692-




associated, actin dependent

1291012




regulator of chromatin,






subfamily b, member 1




4201
1500
eukaryotic translation initiation
2.46
1396283-




factor 2 α kinase 3

1396617


4256
1491
polymerase (RNA) III (DNA
1.005
1414629-




directed) polypeptide B

1414949


4266
1488
tumor susceptibility gene 101
23.4
1417992-






1418306


4832
1362
mitochondrial antiviral
1.615
1607184-




signaling protein

1607527


5436
1229
polymerase (RNA) III (DNA
0.45
1814931-




directed) polypeptide F

1815240


5608
1188
caspase 12
0.856
1875252-






1875646


5618
1187
myeloid differentiation
1.629
1878827-




primary response gene 88

1879137


5799
1146
lysosomal trafficking regulator
0.206
1944185-






1944541


5948
1114
interferon regulatory factor 7
2.718
1998635-






1999022


7260
823
DEAD (Asp-Glu-Ala-Asp)
0.166
2454994-




box polypeptide 58

2455378


7439
778
B-cell leukemia/lymphoma 2
0.149
2513854-






2514170


7465
772
zinc finger CCCH type,
0.346
2522447-




antiviral 1

2522771


7670
721
myxovirus (influenza virus)
0.687
2588615-




resistance 1

2588951


7683
718
toll-like receptor 3
0.226
2593179-






2593525


7716
710
polymerase (RNA) III (DNA
2.352
2604412-




directed) polypeptide H

2604804


7764
698
polymerase (RNA) III (DNA
0.231
2620918-




directed) polypeptide G

2621272


7929
651
interleukin 23, α subunit p19
0.852
2676772-






2677097


8096
601
barrier to autointegration
10.185
2731441-




factor 1

2731749


8245
562
calcitonin gene-related
0.987
2778256-




peptide-receptor component

2778534




protein




8318
541
T-cell specific GTPase
0.193
2802893-






2803167


8531
490
interleukin 15
1.901
2874576-






2874952


9014
389
polymerase (RNA) III (DNA
0.509
3021834-




directed) polypeptide K

3022134


9395
285
2′-5′ oligoadenylate
0.156
3108340-




synthetase 1B

3108557


9402
282
ISG15 ubiquitin-like modifier
1.263
3109784-






3109974


9724
148
ATP-binding cassette, sub-
0.096
3149990-




family C (CFTR/MRP),

3150001




member 9




9741
139
NLR family, pyrin
0.035
3150878-




domain containing 3

3150975


3157613
530
radical S-adenosyl Met
0.148
3252217-




domain containing 2

3252316









In some embodiments, production of a biological product is enhanced by modulating expression of a protein that affects uptake or efficacy of a RNA effector molecule in host cells, such as ApoE, Mannose/GalNAc-receptor (e.g., an asialoglycoprotein receptor), and Eri1. In various embodiments, the expression of one or more proteins that affects RNAi uptake or efficacy in cells is modulated according to a method provided herein concurrently with modulation of one or more additional target genes, such as a target gene described herein, in order to enhance the degree and/or extent of modulation of the one or more additional target genes.


In some embodiments, the production of a biological product is enhanced by inducing a stress response in the host cells which causes growth arrest and increased productivity. A stress response can be induced, e.g., by limiting nutrient availability, increasing solute concentrations, or low temperature or pH shift, and oxidative stress. Along with increased productivity, stress responses can also have adverse effects on protein folding and secretion. In some embodiments, such adverse effects are ameliorated by modulating the expression of a target gene encoding a stress response protein, such as a protein that affects protein folding and/or secretion described herein.


In some embodiments, production of a biological product is enhanced by modulating expression of a protein that affects cytoskeletal structure, e.g., altering the equilibrium between monomeric and filamentous actin. In one embodiment the target gene encodes cofilin and a RNA effector molecule inhibits expression of cofilin. In one embodiment, at least one RNA effector molecule increases expression of a target gene selected from the group consisting of: cytoplasmic actin capping protein (CapZ), Ezrin (VIL2), and Laminin A. See e.g., Table 5, which identifies example CHO transcript target genes and siRNAs (antisense strand):









TABLE 5







Example hamster genes and siRNAs (antisense


strand) targeting Laminin and CapZ











SEQ


Avg
siRNA SEQ


ID NO:
consL
Description
Cov
ID NOs:














763
2614
capping protein (actin
5.404
 235917-




filament) muscle Z-line,

 236159




α 1




3104
1768
capping protein (actin
15.011
1026343-




filament) muscle Z-line,

1026702




α 2




3590
1647
capping protein (actin
60.716
1190654-




filament) muscle Z-line,

1190998




β




5752
1156
capping protein (actin
62.723
1927144-




filament), gelsolin-like

1927507


1081
2436
ezrin
31.498
 339220-






 339540


122
3653
laminin, α 5
10.318
 48814-






 49139


8777
444
laminin, α 2
0.046
2954307-






2954650


3157936
2200
laminin, α 3
0.41
3160721-






3160820









The modulation of expression (e.g., inhibition) of a target gene by a RNA effector molecule can be further alleviated by introducing a second RNA effector molecule, wherein at least a portion of the second RNA effector molecule is complementary to a target gene encoding a protein that mediates RNAi in the host cell. For example, the modulation of expression of a target gene can be alleviated by introducing into the cell a RNA effector molecule that inhibits expression of an Argonaute protein (e.g., argonaute-2) or other component of the RNAi pathway of the cell. In one embodiment, the biological product is transiently inhibited by contacting the cell with a first RNA effector molecule targeted to the biological product. The inhibition of expression of the biological product is then alleviated by introducing into the cell a second RNA effector molecule targeted against a gene encoding a protein of the RNAi pathway.


Additionally, the production of a desired biological product can be enhanced by introducing into the cell a RNA effector molecule during the production phase to modulate expression of a target gene encoding a protein that affects protein expression, post-translational modification, folding, secretion, and/or other processes related to production and/or recovery of the desired biological product. Alternatively, the production of a biological product is enhanced by introducing into the cell a RNA effector molecule which inhibits cell growth and/or cell division during the production phase.


Post-Translational Processing


Post-translational modifications can require additional bioprocess steps to separate modified and unmodified polypeptides, increasing costs and reducing efficiency of biologics production. Accordingly, in some embodiments, in production of a polypeptide agent in a cell is enhanced by modulating the expression of a target gene encoding a protein that affects post-translational modification. In additional embodiments, biologics production is enhanced by modulating the expression of a first target gene encoding a protein that affects a first post-translational modification, and modulating the expression of a second target gene encoding a protein that affects a second post-translational modification.


More specifically, proteins expressed in eukaryotic cells can undergo several post-translational modifications that can impair production and/or the structure, biological activity, stability, homogeneity, and/or other properties of the biological product. Many of these modifications occur spontaneously during cell growth and polypeptide expression and can occur at several sites, including the peptide backbone, the amino acid side-chains, and the amino and/or carboxyl termini of a given polypeptide. In addition, a given polypeptide can comprise several different types of modifications. For example, proteins expressed in avian and mammalian cells can be subject to acetylation, acylation, ADP-ribosylation, amidation, ubiquitination, methionine oxidation, disulfide bond formation, methylation, demethylation, sulfation, formation of cysteine, formation of pyroglutamate, formylation, gamma-carboxylation, hydroxylation, iodination, myristoylation, oxidation, proteolytic processing, phosphorylation, prenylation, racemization, glycosylation, gluconoylation, sequence mutations, N-terminal glutamine cyclization and deamidation, and asparagine deamidation. N-terminal asparagine deamidation can be reduced by contacting the cell with a RNA effector molecule targeting the N-terminal Asn amidase (encoded, for example, by SEQ ID NO:5950), wherein the RNA effector molecule comprises an antisense strand comprising at least 16 contiguous nucleotides (e.g., at least 17, at least 18, at least 19 nucleotides) of the oligonucleotide having a nucleotide sequence selected from the group consisting of SEQ ID NOs:1999410-1999756.


In some embodiments, protein production is enhanced by modulating expression of a target gene which encodes a protein involved in protein deamidation. Proteins can be deamidated via several pathways, including the cyclization and deamidation of N-terminal glutamine and deamidation of asparagine. Thus, in one embodiment, the protein involved in protein deamidation is N-terminal asparagine amidohydrolase. Protein deamidation can lead to altered structural properties, reduced potency, reduced biological activity, reduced efficacy, increased immunogenicity, and/or other undesirable properties and can be measured by several methods, including but not limited to, separations of proteins based on charge by, e.g., ion exchange chromatography, HPLC, isoelectric focusing, capillary electrophoresis, native gel electrophoresis, reversed-phase chromatography, hydrophobic interaction chromatography, affinity chromatography, mass spectrometry, or the use of L-isoaspartyl methyltransferase.


When the biological product comprises a glycoprotein, such as a viral product having viral surface membrane proteins or monoclonal antibody having glycosylated amino acid residues, biologics production can be enhanced by modulating expression of a target gene that encodes a protein involved in protein glycosylation. Glycosylation patterns are often important determinants of the structure and function of mammalian glycoproteins, and can influence the solubility, thermal stability, protease resistance, antigenicity, immunogenicity, serum half-life, stability, and biological activity of glycoproteins.


In various embodiments, the protein that affects glycosylation is selected from the group consisting of: dolichyl-diphosphooligosaccharide-protein glycosyltransferase (Chinese hamster gene SEQ ID NOs:2742894-2743239), UDP glycosyltransferase, UDP-Gal:βGlcNAc β 1,4-galactosyltransferase (SEQ ID NOs:851115-851489, NOs:1552461-1552728, NOs:1562813-1563108, and NOs:1635173-1635561), UDP-galactose-ceramide galactosyltransferase, fucosyltransferase (209841-210227), protein O-fucosyltransferase (SEQ ID NOs:916726-917035), N-acetylgalactosaminytransferase (SEQ ID NOs:57147-57422, NOs:65737-65999, NOs:1013002-1013376, NOs:1363583-1363970, NOs:1546609-1546999, NOs:1965217-1965613, NOs:2876241-2876595), particularly T4 (SEQ ID NOs:2876241-2876595), O-GlcNAc transferase (SEQ ID NOs:607012-607348), oligosaccharyl transferase (SEQ ID NOs:89738-90024, NOs:262368-262621), O-linked N-acetylglucosamine transferase, and α-galactosidase (SEQ ID NOs:1600968-1601288) and β-galactosidase (SEQ ID NOs:690601-690989). Exemplary dsRNAs (e.g., siRNA, shRNA etc) for the above-described targets can comprise at least 16 contiguous nucleotides of the target nucleotide sequence (e.g., at least 17, at least 18, at least 19 nucleotides or more).


In other embodiments. The protein that affects glycosylation is selected from the Table 6 below, which identifies example Chinese hamster transcript target genes and exemplary siRNAs (antisense strand):









TABLE 6







O-linked glycosylation











SEQ


Avg
siRNA SEQ


ID NO:
consL
Description
Cov
ID NOs:














150
3549
UDP-N-acetyl--D-galactosamine:polypeptide
11.757
57147-57422




N-acetylgalactosaminyltransferase 1


178
3411
UDP-N-acetyl--D-galactosamine:polypeptide
22.835
65737-65999




N-acetylgalactosaminyltransferase 2


1720
2167
protein-O-mannosyltransferase 2
1.099
555946-556293


1869
2123
O-linked N-acetylglucosamine (GlcNAc) transferase
0.839
607012-607348




(UDP-N-acetylglucosamine:polypeptide-N-




acetylglucosaminyl transferase)


3065
1776
UDP-N-acetyl--D-galactosamine:polypeptide
1.546
1013002-1013376




N-acetylgalactosaminyltransferase 10


4007
1548
protein-O-mannosyltransferase 1
1.418
1331135-1331436


4654
1402
UDP-N-acetyl--D-galactosamine: polypeptide
0.782
1546609-1546999




N-acetylgalactosaminyltransferase 7


5740
1158
protein O-linked mannose β1,2-N-
2.323
1922712-1923111




acetylglucosaminyltransferase


6857
913
protein O-fucosyltransferase 1
0.441
2321807-2322122


258
3197
STT3, subunit of the oligosaccharyltransferase
25.073
89738-90024




complex, homolog B (S. cerevisiae)


1114
2420
ribophorin II
272.65
350422-350752


2417
1954
mannoside acetylglucosaminyltransferase 2
5.098
792371-792746


2614
1903
dolichyl-di-phosphooligosaccharide-
179.1
859105-859389




protein glycotransferase


4441
1452
dolichyl pyrophosphate phosphatase 1
2.663
1476398-1476763


4945
1339
mannoside acetylglucosaminyltransferase 5
0.5
1645857-1646201


5594
1191
mannoside acetylglucosaminyltransferase 1
3.072
1870192-1870557


5740
1158
protein O-linked mannose β1,2-N-
2.323
1922712-1923111




acetylglucosaminyltransferase


8007
632
asparagine-linked glycosylation 6 homolog
1.15
2702432-2702775




(yeast, α-1,3,-glucosyltransferase)


8404
518
keratinocyte associated protein 2
6.913
2832647-2833030









In further embodiments, production of a glycoprotein is enhanced by modulating expression of a sialidase or a sialytransferase enzyme. Terminal sialic acid residues of glycoproteins are particularly important determinants of glycoprotein solubility, thermal stability, resistance to protease attack, antigenicity, and specific activity. For example, when terminal sialic acid is removed from serum glycoproteins, the desialylated proteins have significantly decreased biological activity and lower circulatory half-lives relative to sialylated counterparts. The amount of sialic acid in a glycoprotein is the result of two opposing processes, i.e., the intracellular addition of sialic acid by sialytransferases and the removal of sialic acid by sialidases. Thus, in some embodiments, production of a glycoprotein is enhanced by inhibiting expression of a sialidase and/or activating expression of a sialytransferase. Example sialyltransferase targets and exemplary siRNAs are found in Table 7.









TABLE 7







Example sialyltransferase targets











SEQ


Avg
siRNA SEQ


ID NO:
consL
Description
Cov
ID NOs:














2088
2048
ST3 β-galactoside α-2,3-sialyltransferase 1
5.651
681105-681454


2167
2021
ST3 β-galactoside α-2,3-sialyltransferase 4
13.01
707535-707870


3411
1689
ST3 β-galactoside α-2,3-sialyltransferase 3
3.964
1131123-1131445


3484
1672
ST3 β-galactoside α-2,3-sialyltransferase 5
21.148
1155324-1155711


4186
1504
ST6 (α-N-acetyl-neuraminyl-2,3-β-galactosyl-
5.237
1391079-1391449




1,3)-N-acetylgalactosaminide α-2,6-




sialyltransferase 6


4319
1476
ST3 β-galactoside α-2,3-sialyltransferase 2
1.043
1435989-1436317


3157960
2282
ST8 α-N-acetyl-neuraminide α-2,8-
1.629
3246817-3246916




sialyltransferase 4


3158211
343
ST6 (α-N-acetyl-neuraminyl-2,3-β-
0.282
3260605-3260704




galactosyl-1,3)-N-acetylgalactosaminide α-




2,6-sialyltransferase 4









In some embodiments, protein production is enhanced by modulating expression of a glutaminyl cyclase which catalyzes the intramolecular cyclization of N-terminal glutamine residues into pyroglutamic acid, liberating ammonia (pyroglutamation). Glutaminyl cyclase modulation can be accomplished by contacting the cell with a RNA effector molecule targeting the glutaminyl cyclase gene (for example, encoded by SEQ ID NO:5486), wherein the RNA effector molecule comprises an antisense strand comprising at least 16 contiguous nucleotides (e.g., at least 17, at least 18, at least 19 nucleotides) of the oligonucleotide having a nucleotide sequence selected from the group consisting of SEQ ID NOs:1832626-1832993 (hamster).


In some embodiments, the biological product is iduronate 2-sulfatase (IDS). IDS is an exosulfatase that hydrolyzes sulfate esters in human lysosomes. A deficiency in active IDS in humans leads to Hunter syndrome (mucopolysaccharidosis type II), which is characterized by the accumulation of heparan sulfate and dermatan sulfate fragments in lysosomes. Hunter syndrome can be treated by administration of exogenous IDS, such as a wild-type recombinant human IDS.


Human IDS is a glycoprotein and its activity can be enhanced by modulating the degree of glycosylation. Thus, in one embodiment, methods are provided herein for enhancing production of a recombinant human IDS in a host cell by contacting cultured host cells with a RNA effector molecule capable of modulating expression of a host cell gene involved in the glycosylation of recombinant IDS. Exemplary target genes include, e.g., glycosylation enzymes. Recombinant IDS is can be produced in mammalian cells, such as CHO cells, including CHO-KI cells and CHO-Lec1 cells. The recombinant IDS can have the same glycosylation pattern but an enhanced degree of glycosylation compared to wild-type IDS (e.g., IDS isolated from human liver). The enhanced glycosylation of highly glycosylated forms of IDS produced by methods provided herein results in the IDS having a molecular weight that is at least 5 kDa greater than wild-type IDS, or at least 10 kDa greater than wild-type IDS, at least 15 kDa, 20 kDa, 25 kDa, or more greater than wild-type IDS. Highly glycosylated forms of recombinant IDS produced by methods provided herein exhibit enhanced enzymatic activity relative to the wild-type enzyme (e.g., IDS having an average degree of glycosylation). The enzymatic activity of recombinant and wild-type IDS can be assayed using methods known in the art, including, e.g., the methods described in Bielicki et al., 271 Biochem. J. 75-86 (1990), using the radiolabelled disaccharide substrate IdoA2S-anM6S.


In another embodiment, the biological product is arylsulfatase A. A deficiency of arylsulfatase A in humans leads to the accumulation of sulfatides, particularly in the cells of the nervous system, resulting in progressive damage to the nervous system. Like iduronate 2-sulfatase, arylsulfatase A is a glycoprotein which requires glycosylation for optimal enzymatic activity. Thus, in one embodiment, methods are provided herein for enhancing production of a recombinant human IDS in a host cell by contacting cultured host cells with a RNA effector molecule capable of modulating expression of a host cell gene involved in the glycosylation of recombinant IDS. Recombinant IDS is produced in mammalian cells, such as CHO cells.


In some embodiments, production of proteins containing disulfide bonds is enhanced by modulating expression of a protein that affects disulfide bond oxidation, reduction, and/or isomerization, such as protein disulfide isomerase or sulfhydryl oxidase. Disulfide bond formation can be particularly problematic for the production of multi-subunit proteins or peptides in eukaryotic cell culture. Examples of multi-subunit proteins or peptides include receptors, extracellular matrix proteins, immunomodulators, such as MHC proteins, full chain antibodies and antibody fragments, enzymes and membrane proteins.


In some embodiments, protein production is enhanced by modulating expression of a protein that affects methionine oxidation. Reactive oxygen species (ROS) can oxidize methionine (Met) to methionine sulfoxide (MetO), resulting in increased degradation and product heterogeneity, and reduced biological activity and stability. In some embodiments, the target gene encodes a methionine sulfoxide reductase, which catalyzes the reduction of MetO residues back to methionine. For example, wherein the RNA effector molecule comprises an antisense strand comprising at least 16 contiguous nucleotides (e.g., at least 17, at least 18, at least 19 nucleotides) of the oligonucleotide having a nucleotide sequence selected from the group consisting of SEQ ID NOs:2044387-2044676, SEQ ID NOs:2557492-2557809, and SEQ ID NOs:3076104-3076309 (Chinese hamster).


Biological products (including some live attenuated viruses) produced in cell culture on an industrial-scale are typically secreted by cultured cells and recovered and purified from the surrounding cell culture media. In general, the rate of protein production and the yield of recovered protein is directly related to the rate of protein folding and secretion by the host cells. For example, an accumulation of misfolded proteins in the endoplasmic reticulum (ER) of host cells can slow or stop secretion via the unfolded protein response (UPR) pathway. The UPR is triggered by stress-sensing proteins in the ER membrane which detect excess unfolded proteins. UPR activation leads to the upregulation of chaperone proteins (e.g., Bip (heat shock 70 kDa protein 5 (glucose-regulated protein, 78 kDa))) which bind to misfolded proteins and facilitate proper folding. UPR activation also upregulates the transcription factors XBP-1 (SEQ ID NOs:187955-188152) and CHOP (SEQ ID NOs:2813622-2813956) (Chinese hamster). CHOP generally functions as a negative regulator of cell growth, differentiation and survival, and its upregulation via the UPR causes cell cycle arrest and increases the rate of protein folding and secretion to clear excess unfolded proteins from the cell. Hence, cell cycle can be promoted initially, then repressed during virus production phase to increase viral product yield. An increase the rate of immunogenic protein secretion by the host cells can be measured by, e.g., monitoring the amount of protein present in the culture media over time.


The present invention provides methods for enhancing the production of a secreted polypeptide in cultured eukaryotic host cells by modulating expression of a target gene which encodes a protein that affects protein secretion by the host cells. In some embodiments, the target gene encodes a protein of the UPR pathway, such as IRE1, PERK, ATF4 (SEQ ID NOs:1552067-1552460), ATF6 (SEQ ID NOs:570138-570498) (Chinese hamster), eIF2a (SEQ ID NOs:1828122-1828492) (Chinese hamster), GRP78 (heat shock 70 kDA protein 5 (glucose regulated protein, 78 kDa; SEQ ID NOs:292590-292837) (Chinese hamster), GRP94 (SEQ ID NOs:180574-180954) (Chinese hamster), calreticulin (SEQ ID NOs:895691-896051) (Chinese hamster), or a variant thereof, or a protein that regulates the UPR pathway, such as a transcriptional control element (e.g., the cis-acting UPR element (UPRE)). Exemplary dsRNAs (e.g., siRNA, shRNA etc) for the above-described targets can comprise at least 16 contiguous nucleotides of the target nucleotide sequence (e.g., at least 17, at least 18, at least 19 nucleotides or more).


Other target genes involved in protein secretion are listed in the table 8 below, which identifies example hamster transcript target genes and exemplary siRNAs (antisense strand).









TABLE 8







Example Chinese hamster secretory pathway targets











SEQ


Avg



ID NO:
consL
Description
Cov
siRNA SEQ ID NOs:














8
4838
myosin VA
2.412
12025-12278


584
2751
transmembrane emp24-like trafficking
22.212
182087-182337




protein 10 (yeast)


1448
2267
glycyl-tRNA synthetase
58.453
462911-463286


2119
2036
ADP-ribosylation factor interacting protein 1
1.425
691369-691690


2236
2001
MON1 homolog A (yeast)
8.293
730977-731347


2859
1843
retinoid X receptor
3.715
942750-943051


3432
1685
lipase maturation factor 1
6.857
1138015-1138340


4066
1533
WD repeat domain 77
15.26
1350827-1351146


4826
1363
N-acetylglucosamine-1-phosphate
0.701
1605188-1605495




transferase, and β subunits


5380
1240
K intermediate/small conductance Ca-
8.029
1795510-1795838




activated channel, subfamily N, member 4


5799
1146
lysosomal trafficking regulator
0.206
1944185-1944541


7480
768
endoplasmic reticulum protein 29
24.355
2526951-2527343


8119
595
serglycin
9.946
2738723-2739031


3157722
251
forkhead box A1
0.147
3261005-3261104









In some embodiments, the protein that affects protein secretion is a molecular chaperone selected from the group consisting of: Hsp40 (SEQ ID NOs:677203-677558), HSP47 (also referred to as serpin peptidase inhibitor, clade H; heat shock protein 47) (SEQ ID NOs:777036-777317), HSP60 (SEQ ID NOs: 494743-495086), Hsp70 (SEQ ID NOs:3147029-3147080), HSP90, HSP100, protein disulfide isomerase (SEQ ID NOs:72748-72996), peptidyl prolyl isomerase (SEQ ID NOs:38781-39067, NOs:1074139-1074475, NOs:1127061-1127426, NOs:1649170-1649515, NOs:2197146-2197532, NOs:2253978-2254373, NOs:2261765-2262058, NOs:2275330-2275633, NOs:2579547-2579908, and NOs:3115010-3115199), calnexin (SEQ ID NOs:61559-61785), Erp57 (protein disulfide isomerase family A, member 3; SEQ ID NOs:774355-774677), and BAG-1 (the preceding referring to Chinese hamster).


In some embodiments, the protein that affects protein secretion is selected from the group consisting of γ-secretase, p115 (e.g., SEQ ID NOs:89340-89737) (Chinese hamster), a signal recognition particle (SRP) protein, secretin, and a kinase (e.g., MEK).


The production of biological products in cell culture can be negatively affected by proteins which have an affinity for the biological product or a molecule or factor that binds specifically to the biological product. For example, a number of heterologous proteins have been shown to bind the glycoproteins heparin and heparan sulfate at host cell surfaces. This can lead to the co-purification of heparin, heparan sulfate, and/or heparin/heparan sulfate-binding proteins with recombinant protein products, decreasing yield and reducing homogeneity, stability, biological activity, and/or other properties of the recovered proteins. Examples of heterologous proteins which have been shown to bind heparin and/or heparan sulfate include BMP3 (bone morphogenetic protein 3 or osteogenin), TNF-α, GDNF, TGF-β family members, and HGF. Therefore, in one embodiment, the production of a heterologous protein, such as BMP3, TNF-α, GDNF, TGF-β family members, or HGF, or another biological product in cultured host cells is enhanced by contacting the cells with a RNA effector molecule which modulates (e.g., inhibits) expression and/or production of heparin and/or heparan sulfate. In one embodiment, the level of heparin and/or heparan sulfate is reduced by modulating expression of a host cell enzyme involved in the production of heparin and/or heparan sulfate, such as a host cell xylosyltransferase (SEQ ID NOs:1554774-1555054) (Chinese hamster), and sequences listed in the tables provided herein.


In some embodiments, for example when a biological product is viral, such as an influenza virus, target genes are those involved in reducing sialic acid from the host cell surface, which reduces virus binding, and therefore increases recovery of the virus in cell culture media (i.e., less virus remains stuck on host cell membranes). These targets include: solute carrier family 35 (CMP-sialic acid transporter) member A1 (SLC35A1) (e.g., hamster gene inferred from M. musculus Slac35a1, GeneID:24060) (Gallus target gene sequences selected from SEQ ID NOs:3154345-3154368 and NOs:3154369-3154392) (hamster gene sequences selected from SEQ ID NOs:464674-465055); solute carrier family 35 (UDP-galactose transporter), member A2 (SLC35A2) (e.g., hamster gene inferred from M. musculus Slc35a2, GeneID: 22232) UDP-N-acetylglucosamine 2-epimerase/N-acetylmannosamine kinase (GNE) (e.g., hamster gene inferred from M. musculus Gne, GeneID: 10090) (Gallus target gene sequences selected from SEQ ID NOs:3154297-3154320 and NOs:3154321-3154344) (hamster cell target gene sequences selected from SEQ ID NOs:2073971-2074368); cytidine monophospho-N-acetylneuraminic acid synthetase (Cmas) (e.g., hamster gene inferred from M. musculus Cmas, GeneID: 12764) (Gallus target gene sequences selected from SEQ ID NOs:3154249-3154272 and NOs:3154273-3154296) (hamster target gene sequences selected from SEQ ID NOs:1633101-1633406); UDP-Gal:βGlcNAc β1,4-galactosyltransferase (B4GalT1) (e.g., hamster gene inferred from M. musculus B4galT1, GeneID: 14595) (Gallus target gene sequences selected from SEQ ID NOs:3154153-3154176 and NOs:3154177-3154200) (hamster target gene sequences selected from SEQ ID NOs:2528454-2528763); and UDP-Gal:βGlcNAc β1,4-galactosyltransferase, polypeptide 6 (B4GalT6) (e.g., hamster gene inferred from M. musculus B4GalT6, GeneID: 56386) (Gallus target gene sequences selected from SEQ ID NOs:3154201-3154224 and NOs:3154225-3154248) (hamster cell target gene sequences selected from SEQ ID NOs:1635173-1635561). Exemplary dsRNAs (e.g., siRNA, shRNA etc) for the above-described targets can comprise at least 16 contiguous nucleotides of the target nucleotide sequence (e.g., at least 17, at least 18, at least 19 nucleotides or more).


Additional targets can include those involved in host sialidase in avian cells (see Wang et al., 10 BMC Genomics 512 (2009)), because influenzae binds to cell surface sialic acid residues, thus decreased sialidase may increase the rate of infection or purification: NEU2 sialidase 2 (cytosolic sialidase) (e.g., Gallus Neu2, GeneID: 430542) and NEU3 sialidase 3 (membrane sialidase) (e.g., Gallus Neu3, GeneID: 68823). Additional target genes include miRNA antagonists that can be used to determine if this is the basis of some viruses not growing well in cells, for example Dicer (dicer 1, ribonuclease type III) because knock-down of Dicer leads to a modest increase in the rate of infection (Matskevich et al., 88 J. Gen. Virol. 2627-35 (2007)); or ISRE (interferon-stimulated response element), as a decoy titrate TFs away from ISRE-containing promoters. Example genes and targets associated with sialidases (neuraminidases) are shown in Table 9, as follows:









TABLE 9







Example sialidases (neuraminidase)











SEQ






ID NO:
consL
Description
Avg Cov
siRNA SEQ ID Nos:














4150
1513
neuraminidase 1
11.083
1378888-1379212


4816
1365
neuraminidase 2
6.612
1601657-1601952


7787
692
neuraminidase 3
0.275
2628786-2629181









The use of bioprocesses for the manufacture of biological products such as polypeptides at an industrial scale is often confounded by the presence of pathogens, such as active viral particles, and other adventitious agents (e.g., prions), often necessitating the use of expensive and time consuming steps for their detection, removal (e.g., viral filtration) and/or inactivation (e.g., heat treatment) to conform to regulatory procedures. Such problems can be exacerbated due to the difficulty in detecting and monitoring the presence of such viruses. Accordingly, in some embodiments, methods are provided for enhancing production of a biological product by modulating expression of a target gene affecting the susceptibility of a host cell to pathogenic infection. For example, in some embodiments, the target gene is a host cell protein that mediates viral infectivity, such as the transmembrane proteins XPR1 (SEQ ID NOs:62021-62362) (Chinese hamster), RDR, Flvcr, CCR5, CXCR4, CD4, Pit1, and Pit2 (SEQ ID NOs:3068222-3068455) (Chinese hamster).


Although a target sequence is generally 10 to 30 nucleotides in length, there is wide variation in the suitability of particular sequences in this range for directing cleavage of any given target RNA. Various software packages and the guidelines set out herein provide guidance for the identification of optimal target sequences for any given gene target, but an empirical approach can also be taken in which a “window” or “mask” of a given size (as a non-limiting example, 21 nucleotides) is literally or figuratively (including, e.g., in silico) placed on the target RNA sequence to identify sequences in the size range that can serve as target sequences. By moving the sequence “window” progressively one nucleotide upstream or downstream of an initial target sequence location, the next potential target sequence can be identified, until the complete set of possible sequences is identified for any given target size selected. This process, coupled with systematic synthesis and testing of the identified sequences (using assays as described herein or as known in the art) to identify those sequences that perform optimally can identify those RNA sequences that, when targeted with a RNA effector molecule agent, mediate the best inhibition of target gene expression. Thus, although the sequences identified herein, for example, within the specification, tables, and in SEQ ID NOs:1-9771, SEQ ID NOs:3154148 and SEQ ID NOs:3157149-3158420 (Chinese hamster) represent effective target sequences, it is contemplated that further optimization of inhibition efficiency can be achieved by progressively “walking the window” one nucleotide upstream or downstream of the given sequences to identify sequences with equal or better inhibition characteristics.


Further, it is contemplated that for any sequence identified, e.g., in the tables herein and in SEQ ID NOs:9772-3152399 and SEQ ID NOs:3161121-3176783 (Chinese hamster), further optimization could be achieved by systematically either adding or removing nucleotides to generate longer or shorter sequences and testing those and sequences generated by walking a window of the longer or shorter size up or down the target RNA from that point. Coupling this approach to generating new candidate targets with testing for effectiveness of RNA effector molecules based on those target sequences in an inhibition assay as known in the art or as described herein can lead to further improvements in the efficiency of inhibition. Further still, such optimized sequences can be adjusted by, e.g., the introduction of modified nucleotides as described herein or as known in the art, addition or changes in overhang, or other modifications as known in the art and/or discussed herein to further optimize the molecule (e.g., increasing serum stability or circulating half-life, increasing thermal stability, enhancing transmembrane delivery, targeting to a particular location or cell type, increasing interaction with silencing pathway enzymes, increasing release from endosomes, etc.) as an expression inhibitor.


III. BIOCONTAMINATION

Cell lines used commonly in biotechnology manufacturing processes, such as CHO cells and MDCK cells have been demonstrated to produce retrovirus-like particles. Moreover, MMV (murine minute virus) contamination in a large-scale biologics manufacturing process has occurred, and was attributed to adventitious contamination of raw materials used in production. Consequently, international regulatory agencies require biologics manufacturers to employ a comprehensive viral clearance strategy, including characterization of cell lines and raw materials, employing robust viral inactivation and removal steps, and testing of process intermediates and final products. Multiple orthogonal steps, including chromatographic methods, physiochemical inactivation (e.g., low pH, solvent detergent), and size exclusion-based filtration, together yield cumulative inactivation and removal of viruses. See, e.g., Marques et al., 25 Biotech. Prog. 483-91 (2009); Khan et al., 52 Biotech. Appl. Biochem. 293-301 (2009). Viral clearance and clearance validation are some of the most time-consuming and revenue-eating activities in bioprocessing: Downstream processing accounts for about 70% of the total biomanufacturing cost. Chochois et al., 36 Bioprocess Intl. (June, 2009). Downstream bioprocessing filter products, alone, cost biotechnology and vaccine makers more than $1 billion annually.


Thus, in further embodiments, production is enhanced by introducing into the cell a RNA effector molecule that inhibits expression of viral proteins in host cells. More specifically, for example, latent DNA viruses (such as herpesviruses) and endogenous retroviruses (ERVs), or retroviral elements are likely present in all vertebrates. Endogenous retroviral sequences are an integral part of eukaryotic genomes, and although the majority of these sequences are defective, some can produce infectious virus, either spontaneously or upon long-term culture. ERV virus production can also be induced upon treatment with various chemical or other agents that can be part of the normal production system. Additionally, although many endogenous retroviruses do not readily re-infect their own cells, they can infect other species in vitro and in vivo. For example, two of three subgroups of pig ERVs (PERVs), can infect human cells in vitro.


There are at least twenty-six distinct groups of human endogenous retroviruses (HERVs); and mouse, cat, and pig harbor replication-competent ERVs that are capable of interacting with related exogenous virus. Retrovirus-induced tumorigenesis can involve the generation of a novel pathogenic virus by recombination between replication-competent and -defective sequences and/or activation of a cellular oncogene by a long terminal repeat (LTR) due to upstream or downstream insertion of retrovirus sequences. Thus, the activation of an endogenous, infectious retrovirus in a cell substrate that is used for the production of biologics is an important safety concern, especially in the case of live, viral vaccines, where minimal purification and inactivation steps are used in order to preserve high vaccine potency.


Adventitious viruses represent a major risk associated with the use of cell-substrate derived biologicals, including vaccines and antibodies, for human use. The possibility for viral contamination exists in primary cultures and established cultures, as well as Master Cell Banks, end-of-production cells, and bulk harvest fluids. For example, this is a major obstacle to the use of neoplastic-immortalized cells for which the mechanism of transformation is unknown, because these could have a higher risk of containing oncogenic viruses. Extensive testing for the presence of potential extraneous agents is therefore required to ensure the safety of the vaccines. The most common scenarios for adventitious viral contamination of biologics include bovine viral diarrhea virus in fetal bovine serum; porcine parvovirus in porcine substrates; and murine minute virus, reovirus, vesivirus and Cache Valley virus in Chinese hamster cell-derived bulk harvests. The three last-named viral entities are believed to be introduced via bovine serum used during the manufacturing process (during scale-up or during the entire process).


During the production of live attenuated viral vaccines, removal of contaminating viral particles, nucleic acid, or proteins is problematic because any antiviral approach must leave the viral product intact and immunogenic. Indeed, endogenous avian viral particles have been found in commercially released human measles and mumps vaccines derived from chicken embryo fibroblasts. Moreover, endogenous viral proteins, particularly envelop proteins, often inhibit the efficiency of recombinant viral vectors used in creating transformed cell lines. Further, endogenous virus can aggravate the immune response of the host cell, often triggered during viral production or retroviral transduction. Hence, there remains a need for techniques that inhibit adventitious, latent, and endogenous viral activity and thus increase purity and yield of biological products, such as immunogenic agents, produced in cells.


The present invention provides for enhancing production of a biological product by introducing into the cell a RNA effector molecule to modulate expression of a target gene, optionally encoding a protein, that is involved with the expression of an adventitious, latent or endogenous virus. Thus, in some embodiments, the production of a biological product in a host cell is enhanced by introducing into the cell a RNA effector molecule that inhibits expression of a latent or endogenous viral protein such that the infectivity and/or load of the desired biological product in the cell is increased.


For example, a particular advantage of cell-culture based inactivated influenza virus or influenza viral antigens is the absence of egg-specific proteins that might trigger an allergic reaction against egg proteins. Therefore, the use according to the invention is especially suitable for the prophylaxis of influenza virus infections, particularly in populations that constitute higher-risk groups, such as asthmatics, those with allergies, and also people with suppressed immune systems and the elderly.


The cultivation conditions under which a virus strain is grown in cell culture also are of great significance with respect to achieving an acceptably high yield of the strain. In order to maximize the yield of a desired virus strain, both the host system and the cultivation conditions must be adapted specifically to provide an environment that is advantageous for the production of a desired virus strain. Many viruses are restricted to very specific host systems, some of which are very inefficient with regard to virus yields. Some of the mammalian cells which are used as viral host systems produce virus at high yields, but the tumorigenic nature of such cells invokes regulatory constraints against their use for vaccine production.


The problems arising from the use of serum in cell culture and/or protein additives derived from an animal or human source added to the culture medium, e.g., the varying quality and composition of different batches and the risk of contamination with mycoplasma, viruses or BSE-agent, are well-known. In general, serum or serum-derived substances like albumin, transferrin or insulin can contain unwanted agents that can contaminate the culture and the biological products produced therefrom. Furthermore, human serum derived additives have to be tested for all known viruses, like hepatitis or HIV, which can be transmitted by serum. Bovine serum and products derived therefrom, for example trypsin, bear the risk of bovine spongiform encephalitis-contamination. In addition, all serum-derived products can be contaminated by still unknown agents. Therefore, cells and culture conditions that do not require serum or other serum derived compounds are being pursued.


For example, the production of smallpox vaccine, modified vaccinia virus Ankara (MVA) is amplified in cell cultures of primary or secondary chicken embryo fibroblasts (CEF). The CEF are obtained from embryos of chicken eggs that have been incubated for 10 to 12 days, from which the cells are then dissociated and purified. These primary CEF cells can either be used directly or after one further cell passage as secondary CEF cells. Subsequently, the primary or secondary CEF cells are infected with the MVA. For the amplification of MVA the infected cells are incubated for 2 to 3 days at 37° C. See, e.g., Meyer et al., 72 J. Gen. Virol. 1031-38 (1991); Sutter et al., 12 Vaccine 1032-40 (1994). Many pox viruses replicate efficiently in CEF incubated at temperatures below 37° C., such as 30° C. See U.S. Pat. No. 6,924,137.


The use of established mammalian cell lines, such as Madin-Darby canine kidney (MDCK) line, has been successful in replicating some viral strains and is used frequently in vaccine production. Nevertheless, a number of virus strains will not replicate in the MDCK line. In addition, fears over possible adverse effects associated with employing cells with a tumorigenic potential for human vaccine production have precluded the use of MDCK, a highly transformed cell line, in this context.


Other attempts at developing alternative vaccine production methods have been undertaken. U.S. Pat. No. 4,783,411 discusses a method for preparing influenza vaccines in goldfish cell cultures. The virus particles for infecting the goldfish cell cultures, after their establishment, were obtained from chicken embryo cultures or from infected CD-I strain mice. The virus is passaged at least twice in the goldfish cell cultures, resulting in an attenuated influenza virus which can be used as a live vaccine. Additionally, African green monkey kidney epithelial cells (Vero) and chicken embryo cells (CEC) have been adapted to grow and produce influenzae virus and recombinant influenzae proteins in serum-free, protein-free media. See WO 96/015231.


Although the use of protein and serum free media limits the risk from adventitious virus contamination, it does not address the continued risk posed by latent viruses or endogenous retroviruses that exist in cell banks. The activation of an endogenous, infectious retrovirus in a cell substrate that is used for the production of biologics is an important safety concern, especially in the case of live, viral vaccines, where there are minimal purification and inactivation steps in order to preserve high vaccine potency.


In some embodiments, an RNA effector molecule targeting a vesivirus can be used with the methods and compositions described herein. Exemplary RNA effector molecules that target vesivirus are include, but are not limited to, those in Table 63 below:









TABLE 63







Duplexes targeting vesivirus with


modified nucleotides










Sense/



Duplex No
Antisense
Sequence





 1
S
cuGuGGcAAGAcuAcucuudTsdT



AS
AAGAGuAGUCUUGCcAcAGdTsdT





 2
S
ccuAcAcAGGcAAcGAGGudTsdT



AS
ACCUCGUUGCCUGUGuAGGdTsdT





 3
S
GAAucAAAuuucAcAGAAudTsdT



AS
AUUCUGUGAAAUUUGAUUCdTsdT





 4
S
GAGuuGcGAccuGuGGAuAdTsdT



AS
uAUCcAcAGGUCGcAACUCdTsdT





 5
S
cAAGuGGGAuucAAcucAAdTsdT



AS
UUGAGUUGAAUCCcACUUGdTsdT





 6
S
GGAAcAucuAcGAuuAcAudTsdT



AS
AUGuAAUCGuAGAUGUUCCdTsdT





 7
S
GGcAAGAcuAcucuuGcuudTsdT



AS
AAGcAAGAGuAGUCUUGCCdTsdT





 8
S
cAGGcAAcGAGGuGuGcAudTsdT



AS
AUGcAcACCUCGUUGCCUGdTsdT





 9
S
GuuGAGAuGGuAAAuAcAAdTsdT



AS
UUGuAUUuACcAUCUcAACdTsdT





10
S
GcuAAGAGAAGAcucAuuudTsdT



AS
AAAUGAGUCUUCUCUuAGCdTsdT





11
S
cAAccAccAAAcGuAAcAAdTsdT



AS
UUGUuACGUUUGGUGGUUGdTsdT





12
S
cAuGuucAccuAuGGuGAudTsdT



AS
AUcACcAuAGGUGAAcAUGdTsdT





13
S
cAAGAcuAcucuuGcuuAudTsdT



AS
AuAAGcAAGAGuAGUCUUGdTsdT





14
S
GcAucAuuGAuGAAuucGAdTsdT



AS
UCGAAUUcAUcAAUGAUGCdTsdT





15
S
GGAAAGGuGuucuccuccAdTsdT



AS
UGGAGGAGAAcACCUUUCCdTsdT





16
S
GAuGuuucuGAuGccAuuAdTsdT



AS
uAAUGGcAUcAGAAAcAUCdTsdT





17
S
GcuGuuGcuAcGcuuucuudTsdT



AS
AAGAAAGCGuAGcAAcAGCdTsdT





18
S
GuGAuGAuGGcGuGuAcAudTsdT



AS
AUGuAcACGCcAUcAUcACdTsdT





19
S
cuAcucuuGcuuAuGccAudTsdT



AS
AUGGcAuAAGcAAGAGuAGdTsdT





20
S
cGAcucuAAuccGGAAucAdTsdT



AS
UGAUUCCGGAUuAGAGUCGdTsdT





21
S
ccuccAAAuAcGuGAuuAudTsdT



AS
AuAAUcACGuAUUUGGAGGdTsdT





22
S
cuGAuGccAuuAuGucuAudTsdT



AS
AuAGAcAuAAUGGcAUcAGdTsdT





23
S
GGuAuGccAcuAAccucuAdTsdT



AS
uAGAGGUuAGUGGcAuACCdTsdT





24
S
GcGuGuAcAucGuAccAAAdTsdT



AS
UUUGGuACGAUGuAcACGCdTsdT





25
S
cuucuGuucucAAucucAAdTsdT



AS
UUGAGAUUGAGAAcAGAAGdTsdT





26
S
GAcucuAAuccGGAAucAAdTsdT



AS
UUGAUUCCGGAUuAGAGUCdTsdT





27
S
cAAAuAcGuGAuuAuGAcAdTsdT



AS
UGUcAuAAUcACGuAUUUGdTsdT





28
S
GcAuGAAuucGGcuucAuudTsdT



AS
AAUGAAGCCGAAUUcAUGCdTsdT





29
S
cGuGuAcAucGuAccAAAudTsdT



AS
AUUUGGuACGAUGuAcACGdTsdT





30
S
cuGuucucAAucucAAuAudTsdT



AS
AuAUUGAGAUUGAGAAcAGdTsdT





31
S
cucuAAuccGGAAucAAAudTsdT



AS
AUUUGAUUCCGGAUuAGAGdTsdT





32
S
cGuGAuuAuGAcAucAAAudTsdT



AS
AUUUGAUGUcAuAAUcACGdTsdT





33
S
GuAccGcAAGGGAAuGcAudTsdT



AS
AUGcAUUCCCUUGCGGuACdTsdT





34
S
cAAccAcuGccucuuAGuudTsdT



AS
AACuAAGAGGcAGUGGUUGdTsdT





35
S
cuGuuAuGccuAAuGucuudTsdT



AS
AAGAcAUuAGGcAuAAcAGdTsdT





36
S
cAAuAuuGAccAccAcGAudTsdT



AS
AUCGUGGUGGUcAAuAUUGdTsdT





37
S
cGGAAucAAAuuucAcAGAdTsdT



AS
UCUGUGAAAUUUGAUUCCGdTsdT





38
S
GuGAuuAuGAcAucAAAuAdTsdT



AS
uAUUUGAUGUcAuAAUcACdTsdT





39
S
cAAGGGAAuGcAucGGuAudTsdT



AS
AuACCGAUGcAUUCCCUUGdTsdT





40
S
GGGuGuGcAcucAuccAAudTsdT



AS
AUUGGAUGAGUGcAcACCCdTsdT





41
S
cuuucuuccuAuGGAcuAAdTsdT



AS
UuAGUCcAuAGGAAGAAAGdTsdT





42
S
cAcGAuGccuAcAcAGGcAdTsdT



AS
UGCCUGUGuAGGcAUCGUGdTsdT





43
S
GGAAucAAAuuucAcAGAAdTsdT



AS
UUCUGUGAAAUUUGAUUCCdTsdT





44
S
GAuuAuGAcAucAAAuAAudTsdT



AS
AUuAUUUGAUGUcAuAAUCdTsdT





45
S
GcAucGGuAuuGcGuuGAudTsdT



AS
AUcAACGcAAuACCGAUGCdTsdT





46
S
GGAGAAGGGuGuuGAuGuudTsdT



AS
AAcAUcAAcACCCUUCUCCdTsdT





47
S
GcGcuucuuGAcAGAAAuudTsdT



AS
AAUUUCUGUcAAGAAGCGCdTsdT









Endogenous Retrovirus


Retroviruses replicate by reverse transcription, mediated by a RNA-dependent DNA polymerase (reverse transcriptase), encoded by the viral pol gene. Retroviruses also carry at least two additional genes: the gag gene encodes the proteins of the viral skeleton, matrix, nucleocapsid, and capsid; the env gene encodes the envelope glycoproteins. Additionally, retroviral transcription is regulated by promoter regions or “enhancers” situated in highly repeated regions (LTRs) which are present at both ends of the retroviral genome.


During the infection of a cell, reverse transcriptase makes a DNA copy of the RNA genome; this copy can then integrate into the host cell genome. Retroviruses can infect germ cells or embryos at an early stage and be transmitted by vertical Mendelian transmission. These endogenous retroviruses (ERVs) can degenerate during generations of the host organism and lose their initial properties. Some ERVs conserve all or part of their properties or of the properties of their constituent motifs, or acquire novel functional properties having an advantage for the host organism. These retroviral sequences can also undergo, over the generations, discrete modifications which will be able to trigger some of their potential and generate or promote pathological processes.


Human endogenous retroviral sequences (HERVs) represent a substantial part of the human genome. These retroviral regions exist in several forms: complete endogenous retroviral structures combining gag, pol and env motifs, flanked by repeat nucleic sequences which exhibit a significant analogy with the LTR-gag-pol-env-LTR structure of infectious retroviruses; truncated retroviral sequences, for example the retrotransposons lack their env domain; and the retroposons that lack the env and LTR regions. ERVs capable of shedding virus particles are often called type C ERVs.


Important ERVs include human teratocarcinoma retrovirus (HTDV), or HERV-K, an endogenous retrovirus known to produce viral particles from endogenous provirus. Löwer et al., 68 J. Gen. Virol. 2807-15 (1987); Mold et al., 4 J. Biomed. Sci. 78082 (2005). HERV-R is another important ERV, because it has been found to be expressed in many tissues, including the adrenal cortex and various adrenal tumors such as cortical adenomas and pheochromocytomas. Katsumata et al., 66 Pathobiology 209-15 (1998). Murine leukemia virus (MLV) is another important ERV, that produces infective virus particles in rodent-derived cell culture upon induction. Khan & Sears, 106 Devel. Biol. 387-92 (2001). Indeed, cell culture changes that significantly alter the metabolic state of the cells and/or rates of protein expression (e.g., pH, temperature shifts, sodium butyrate addition) measurably increased the rate of endogenous retroviral synthesis in CHO cells. Brorson et al., 80 Biotech. Bioengin. 257-67 (2002).


An on-line database, called HERVd—Human Endogenous Retrovirus Database (NAR Molecular Biology Database Collection entry number 0495), has been compiled from the human genome nucleotide sequences, obtained mostly in the various ongoing Human Genome Projects. This provides a relatively simple and fast environment for screening HERVs, and makes it possible to continuously improve classification and characterization of retroviral families. The HERVd database now contains retroviruses from more than 90% of the human genome. Additionally, ERV sequences can be obtained readily through the National Institutes of Health's on-line “Entrez Gene” site.


Further regarding ERVs, embodiments of the present invention target at least one gene or LTR of primate/human Class I Gamma ERVs pt01-Chr10r-17119458, pt01-Chr5-53871501, BaEV, GaLV, HERV-T, HERV-R (HERV-3, ERV3 env gene, GeneID: 2086), HERV-E (ERVE1, GeneID: 85314), HERV-ADP, HERV-I, MER4like, HERV-FRD (ERVFRD1, Env protein, GeneID: 405754; P. troglodytes Env protein, GeneID: 471856; Rattus norvegicus Herv-frd Env polyprotein, GeneID: 290348), HERV-W (ERVWE2, ERV-W, env(C7), member 2, P. troglodytes, GeneID: 100190905; HERVWE1, ERV-W, env(C7), member 1, GeneID: 30816), HERV-H(HHLA1, HERV-H LTR-associating protein 1, GeneID:10086, P. troglodytes GeneID: 736282; Hhla1, mouse GeneID: 654498; HHLA2, HERV-H LTR-associating protein 2, GeneID: 11148; HHLA3, HERV-H LTR-associating protein 3, GeneID: 11147; Xenopus hhla2, GeneID:734131), HERVH-RTVLH2, HERVH-RGH2, HERV-Hconsensus, HERV-Fc1; primate/human Epsilon endogenous retrovirus hg15-chr3-152465283; primate/human Intermediate (epsilon-like) HERVL66; primate/human Class III Spuma-like ERVs HSRV, HFV, HERV-S, HERV-L, HERVL40, HERVL74; primate/human Delta ERV HTLV-1, HTLV-2; primate/human Lenti ERV (lentivirus) HIV-1, HIV-2; primate/human Class II, Beta ERVs MPMV, MMTV, HML1, HML2, HML3, HML4, HML7, HML8, HML5, HML10, HML6, HML9, human teratocarcinoma-derived retrovirus (HTDV/HERV-K), or HERV-V (HERV-V1 Enyl, GeneID: 147664; HERV-V2, HSV2, GeneID: 100271846).


Additional primate ERV genes that can be targeted by the methods of the present invention include LOC471586 (similar to ERV-BabFcenv provirus ancestral Env polyprotein, P. troglodytes GeneID: 471586), LOC470639 (similar to ERV-BabFcenv provirus ancestral Env polyprotein, P. troglodytes GeneID: 470639); LOC100138322 (similar to HERV-K7p22.1 provirus ancestral Pol protein, Bos taurus GeneID: 10013822; LOC110138431 (similar to HERV-K1q22 provirus ancestral Pol protein, B. taurus GeneID: 100138431; LOC100137757 (similar to HERV-K6q14.1 provirus ancestral Gag-Pol polyprotein, B. taurus GeneID: 100137757); LOC100141085 (similar to HERV-K8p23.1 provirus ancestral Pol protein, B. taurus GeneID: 100141085); LOC100138106 (similar to HERV-F(c)1_Xq21.33 provirus ancestral Gag polyprotein, B. taurus GeneID: LOC100138106); LOC100140731 (similar to HERV-W3q26.32 provirus ancestral Gag polyprotein B. taurus, GeneID: 100140731); LOC100139657 (similar to HERV-W3q26.32 provirus ancestral Gag polyprotein B. taurus GeneID: 100139657).


In other embodiments of the present invention, the ERV is rodent Class II, Beta ERV mouse mammary tumor (MMTV, GeneID: 2828729; MMTVgp7, GeneID: 1491863; MMTV env GeneID: 1491862; MMTVgp1, GeneID: 1724724; MMTVgp2, GeneID: 1724723; MMTV pol GeneID: 1491865; MMTV pro, GeneID: 1491865; MMTV gag, GeneID: 1491864); rodent Class I Gamma ERV MLV (Mlv1, mouse GeneID: 108317); feline Class I Gamma ERV FLV; ungulate Class I Gamma ERV PERV; ungulate Delta ERV BLV; ungulate lentivirus Visna, EIAV; ungulate Class II, Beta ERV JSRV; avian Class III, Spuma-like ERVs gg01-chr7-7163462; gg01-chrU-52190725, gg01-Chr4-48130894; avian Alpha ERVs ALV (ALVpol GeneID: 1491910; ALVp2, GeneID: 1491909; ALVp10, GeneID: 1491908; ALV env, GeneID: 1491907; ALV transmembrane protein, tm, GeneID: 1491906; ALV trans-acting factor, GeneID: 1491911), gg01-chr1-15168845; avian Intermediate Beta-like ERVs gg01-chr4-77338201; gg01-ChrU-163504869, gg01-chr7-5733782; Reptilian Intermediate Beta-like ERV Python-molurus; Fish Epsilon ERV WDSV; fish Intermediate (epsilon-like) ERV SnRV; Amphibian Epsilon ERV Xen1; Insect Errantivirus ERV Gypsy; or Ty1 in Saccharomyces cerevisiae, yeast ORF161 (ERV-1-like protein, Ectocarpus siliculosus virus 1, GeneID: 920716).


Further regarding ERVs, as noted herein the HERV-K ERVs are particularly relevant because they can be activated by a variety of stimuli. Hence, aspects of the present invention target genes of the HERV-K family, including HERV-K3, GeneID: 2088; HERV-K2, GeneID: 2087; HERV-K11q22.1 provirus ancestral Pol protein, GeneID: 100133495; HERV-K7, GeneID: 449619; HERV-K6, GeneID: 64006; HERV-K(1), ERVK4, GeneID: 60359; and HERV-K(II), ERVK5, GeneID: 60358; LOC100133495 (HERV-K11q22.1 provirus ancestral Pol protein, GeneID: 100133495).


As described herein, in particular aspects of the present invention the target gene is an ERV env gene, for example eERV family W, env(C7), member 1 (ERVWE1), GeneID: 30816; LOC147664 (HERV-V 1 or EnvV1), GeneID: 147664; HERV-FRD provirus Env polyprotein (ERVFRDE1), GeneID: 405754 and GeneID: 471856; ERV sequence K, 6 (ERVK6 or HERV-K108), GeneID: 64006; ERV sequence 3 envelope protein (ERV3), GeneID: 2086 and GeneID: 100190893; ALV Env protein, GeneID: 1491907, or the Env protein of HERV-K18.


In one embodiment, the expression of HERV-K Enyl can be modulated by use of a corresponding RNA effector molecule having a sense strand and an antisense strand comprising at least 16 contiguous nucleotides (e.g., at least 17, at least 18, at least 19 nucleotides) of an oligonucleotide having a sequence selected from the group consisting of SEQ ID NOs:3287270-3287569 (sense) and SEQ ID NOs:3287570-3287869 (antisense).


In addition to targeting ERV genes and regulatory sequences, some embodiments of the present invention target ERV receptors. For example, human solute carrier family 1 (neutral amino acid transporter), member 5 (SLC1A5, GeneID: 6510) is a receptor for Simian type D retrovirus and feline endogenous RD-114 virus. Solute carrier family 1 (glutamate/neutral amino acid transporter), member 4 (Slc1a4, GeneID: 55963) and member 5 (Slc1a5, GeneID: 20514) are mouse versions of related proteins. Human solute carrier family 1 (glutamate/neutral amino acid transporter), member 4 (SLC1A4, GeneID: 6509), is used as receptor by HERV-W Env glycoprotein. Thus, inhibition of cellular viral receptors can decrease receptor interference, latent, endogenous or adventitious viral infection, and thus increase the production of biological product in the cell.


Latent Virus


Bornaviruses are genus of non-segmented, negative-sense, non-retroviral RNA viruses that establish persistent infection in the cell nucleus. Elements homologous to the bornavirus nucleoprotein (N) gene exist in the genomes of several mammalian species, and produce mRNA that encodes endogenous Borna-like N (EBLN) elements. Horie et al., 463 Nature 84-87 (2010). Hence, in some embodiments of the invention, the target gene is a bornaviral gene.


Latent DNA viruses that can be targeted by the methods of the present invention include adenoviruses. For example, species of C serotype adenovirus can establish latent infection in human tissues. See Garnett et al., 83 J. Virol. 2417-28 (2000). Avian adenovirus and adenovirus-associated virus (AAV) proteins have been produced by specific-pathogen-free chicks, indicating that avian AAV may exist as a latent infection in the germ line of chickens. Sadasiv et al., 33 Avian Dis. 125-33 (1989); see also Katano et al., 36 Biotechniq. 676-80 (2004). In some embodiments of the invention, the target gene is a latent DNA virus. For example, the target gene can be the latent membrane protein (LMP)-2A from HHV-4 (EBV), GeneID: 3783751, which protein also transactivates the Env protein of HERV-K18.


Circoviridae are DNA viruses that exhibit a latent phase. Porcine circoviridae type 1 (PCV 1) was found to have contaminated Vero cell banks from which rotavirus vaccine was made, causing a temporary FDA hold on administration of the vaccine. Assoc. Press, Mar. 23 (2010). The rep gene of PCV1 is indispensable for replication of viral DNA. Mankertz & Hillenbrand, 279 Virol. 429-38 (2001). Hence, a particular embodiment of the present invention provides for a RNA effector molecule that inhibits a PCV1 rep gene. Example dsRNA molecules are provided herein.


An embodiment of the present invention provides for a RNA effector molecule that inhibits a PCV1 rep or cap gene. The rep gene of PCV1 is indispensable for replication of viral DNA. Mankertz & Hillenbrand, 279 Virol. 429-38 (2001). In a particular embodiment, the expression of PCV 1 Rep protein can be modulated by use of a corresponding RNA effector molecule having a sense strand and an antisense strand comprising at least 16 contiguous nucleotides (e.g., at least 17, at least 18, at least 19 nucleotides) of an oligonucleotide having a sequence selected from the group consisting of SEQ ID NOs:3152824-3153485 (sense), SEQ ID NOs:3153486-3154147 (antisense), and the tables provided herein.


In another particular embodiment, the expression of PCV1 Cap protein can be modulated by use of a corresponding RNA effector molecule having an antisense strand comprising at least 16 contiguous nucleotides (e.g., at least 17, at least 18, at least 19 nucleotides) of an oligonucleotide nucleotide having a sequence selected from the group consisting of SEQ ID NOs:3154731-3154778 (sense), SEQ ID NOs:3154778-3154826 (antisense), and the tables provided herein.


Adventitious Virus


As used herein an “adventitious virus” or “adventitious viral agent” refers to a virus contaminant present within a biological product, including, for example, vaccines, cell lines and other cell-derived products. Regarding vaccine products, for example, exogenous, adventitious ALV was found in commercial Marek's Disease vaccines propagated in CEF or DEF cell cultures by different manufacturers. Moreover, some of these vaccines were also contaminated with endogenous ALV. Fadly et al., 50 Avian Diseases 380-85 (2006); Zavala & Cheng, 50 Avian Diseases 209-15 (2006).


Other embodiments of the present invention target the genes of adventitious animal viruses, including vesivirus, porcine circovirus, lymphocytic choriomeningitis virus, porcine parvovirus, adeno-associated viruses, reoviruses, rabies virus, papillomavirus, herpesviruses, leporipoxviruses, and leukosis virus (ALV), hantaan virus, Marburg virus, SV40, SV20, Semliki Forest virus (SFV), simian virus 5 (sv5), feline sarcoma virus, porcine parvovirus, adeno-associated viruses (AAV), mouse hepatitis virus (MHV), Moloney murine leukemia virus (MoMLV or MMLV, gag protein GeneID: 1491870), murine leukemia virus (MuLV), pneumonia virus of mice (PVM), Theiler's encephalomyelitis virus (THEMV), murine minute virus (MMV or MVM, GeneID: 2828495, vp1, GeneID: 148592; vp, GeneID: 1489591; ns1, GeneID: 1489590), mouse adenovirus (MAV), mouse cytomegalovirus (MCMV), mouse rotavirus (EDIM), Kilham rat virus (KRV), Toolan's H-1 virus, Sendai virus (SeV, also known as murine parainfluenza virus type 1 or hemagglutinating virus of Japan (HVJ)), rat coronavirus (RCV or sialodacryoadenitis virus (SDA)), pseudorabies virus (PRV), Cache Valley virus, bovine diarrhea virus, bovine parainfluenza virus type 3, bovine respiratory syncytial virus, bovine adenoviruses, bovine parvoviruses, bovine herpesvirus 1 (infectious bovine rhinotracheitis virus), other bovine herpesviruses, bovine reovirus, other bovine herpesviruses, bovine reovirus, bluetongue viruses, bovine polyoma virus, bovine circovirus, and orthopoxviruses other than vaccinia, pseudocowpox virus (a widespread parapoxvirus that may infect humans), papillomavirus, herpesviruses, leporipoxviruses, or exogenous retroviruses.


In a particular embodiment, the expression of MMLV Gag protein can be modulated by use of a corresponding RNA effector molecule having a sense strand and an antisense strand comprising at least 16 contiguous nucleotides (e.g., at least 17, at least 18, at least 19 nucleotides) of an oligonucleotide nucleotide having a sequence selected from the group consisting of SEQ ID NOs:3287870-3288118: (sense) and SEQ ID NOs:3288119-3288367 (antisense).


In a particular embodiment, the expression of vesivirus can be modulated by use of a corresponding RNA effector molecule having an antisense strand comprising at least 16 contiguous nucleotides (e.g., at least 17, at least 18, at least 19 nucleotides) of an oligonucleotide nucleotide having a sequence selected from the group consisting of SEQ ID NOs: 3152604-3152713 and the tables provided herein.


Other embodiments target human-origin adventitious agents including HIV-1 and HIV-2; human T cell lymphotropic virus type I (HTLV-I) and HTLV-II; human hepatitis A, B, and C viruses; human cytomegalovirus (CMV); EBV; HHV 6, 7, and 8; human parvovirus B19; reoviruses; polyoma (JC/BK) viruses; SV40 virus; human coronaviruses; human papillomaviruses; influenza A, B, and C viruses; various human enteroviruses; human parainfluenza viruses; and human respiratory syncytial virus.


Parvoviridae are single-stranded DNA viruses with genomes of about 4 to 5 kilobases. This family includes: Dependovirus such as human helper-dependent adeno-associated virus (AAV) serotypes 1 to 8, autonomous avian parvoviruse, and adeno associated viruses (AAV 1-8); Erythrovirus such as bovine, chipmunk, and autonomous primate parvoviruses, including human parvoviruses B19 (the cause of Fifth disease) and V9; and Parvovirus that includes parvoviruses of other animals and rodents, carnivores, and pigs, including MVM. These parvoviruses can infect several cell types and have been described in clinical samples. AAVs, in particular, have been implicated in decreased replication, propagation, and growth of other virus.


MVM gains cell entry by deploying a lipolytic enzyme, phospholipase A2 (PLA2), that is expressed at the N-terminus of virion protein 1 (VP1, also called MMVgp3), the MVM minor coat protein, GeneID: 1489592. Farr et al., 102 PNAS 17148-53 (2005). Other MVM targets can be chosen from MVM VP (also called MMVgp2), GeneID: 1489591; and MVM non-structural, initiator protein (NS1, also called MMVgp1), GeneID: 1489590. In a particular embodiment, the expression of MVM NS2 protein can be modulated by use of a corresponding RNA effector molecule having a sense strand and an antisense strand comprising at least 16 contiguous nucleotides (e.g., at least 17, at least 18, at least 19 nucleotides) of an oligonucleotide nucleotide having a sequence selected from the group consisting of SEQ ID NOs:3285524-3285827 (sense) and SEQ ID NOs:3285828-3286131 (antisense).


Polyomaviruses are double-stranded DNA viruses that can infect, for example, humans, primates, rodents, rabbits, and birds. Polyomaviruses (PyV) include SV40, JC and BK viruses, Murine pneumonotropic virus, hamster PyV, murine PyV virus, and Lymphotropic papovavirus (LPV, the African green monkey papovavirus). The sequences for these viruses are available via GenBank. See also U.S. Patent Pub. No. 2009/0220937. Because of their tumorigenic and oncogenic potential, it is important to eliminate these viruses in cell substrates used for vaccine production.


Papillomaviridae contains more that 150 known species representing varying host-specificity and sequence homology. They have been identified in mammals (humans, simians, bovines, canines, ovines) and in birds. Majority of the human Papillomaviruses (HPVs), including all HPV types traditionally called genital and mucosal HPVs belong to supergroup A. Within supergroup A, there are 11 groups; the most medically important of these are the human Papillomaviruses HPV 16, HPV 18, HPV 31, HPV 45, HPV 11, HPV 6 and HPV 2. Each of these has been reported as “high risk” viruses in the medical literature.


Exogenous retroviruses are known to cause various malignant and non-malignant diseases in animals over a wide range of species. These viruses infect most known animals and rodents. Examples include Deltaretroidvirus (HTLV-1, -2, -3, and-4, STLV-1, -2, and -3), Gammaretrovirus (MLV, PERV), Alpharetrovirus (Avian leucosis virus and Avian endogenous virus), and HIV 1 and 2.


Other viral families which are potential adventitious contaminants for which embodiments of the present invention are directed include: Bunyaviridae (LCMV, hantavirus), Herpesviridae (Human herpesviruses 1 through 8, Bovine herpesvirus, Canine herpesvirus and Simian cytomegalovirus), Hepadnaviridae (Hepatitis B virus), Hepeviridae (Hepatitis E virus), Deltavirus (Hepatitis delta virus), Adenoviridae (Human adenoviruses A-F and murine adenovirus), Coronaviridae, Flaviviridae (Bovine viral diarrhea virus, TBE, Yellow fever virus, Dengue viruses 1-4, WNV and hepatitis C virus), Orthomyxoviridae (influenza), Paramyxoviridae (parainfluenza, mumps, measles, RSV, Pneumonia virus of mice, Sendai virus, and Simian parainfluenza virus 5), Togaviridae (Western equine encephalomyelitis virus, rubella), Picornaviridae (Poliovirus types 1-13, coxsackie B, echovirus, rhinovirus, Human hepatitis A, Human coxsackievirus, Human cardiovirus, Human rhinovirus and Bovine rhinovirus), Reoviridae (Mouse rotavirus, reovirus type 3 and Colorado tick fever virus), and Rhabdoviridae (vesicular stomatitis virus).


For example, mouse and hamster cell banks used to make biological products can be infected with viruses known to be pathogenic to human. Mouse cell banks can carry lymphocytic choriomeningitis virus (LCM), sendai virus, hantaan virus, and/or lactic dehydrogenase virus; hampster cell banks can carry LCM, sendai virus, and/or reovirus type 3. Indeed, commercially available monoclonal antibodies produced from transgenic mouse-derived cells are tested for virus including LCM, Ectromelia (MEV), mouse encephalomyelitis virus (GDVII), Hantaan, MVM, mouse adenovirus (MAV), mouse hepatitis (MHV), pneumonia virus of mice (PVM), Polyoma, Reovirus type 3 (REO-3; viral target), Sendai (SeV), virus of epizootic diarrhea of infant mice (EDIM), mouse cytomegalovirus (MCMV), papovavirus K, and LDVH viruses; Thymic Agent virus; bovine virus diarrhea (BVD), infectious bovine rhinotracheitis (IBR), respiratory parainfluenz-3 (PI-3), papillomavirus (BPV) and adenovirus-3 (BAV-3) viruses; and caprine (goat) adenovirus (CAV), herpesvirus (CHV), and arthritis encephalitis virus (CAEV) viruses. See Geigert, CHALLENGE OF CMC REGULATORY COMPLIANCE FOR BIOPHARMACEUTICALS, 109-11 (Springer, New York, N.Y., 2004); BLA reference No. 98-9912, Centocor, Infliximab Detailed Product Review (1997); BioProcessing J. (Fall, 2009).


In some embodiments, the production of a biological product in a host cell is enhanced by introducing into the cell an additional RNA effector molecule that affects cell growth, cell division, cell viability, apoptosis, the immune response of the cells, nutrient handling, and/or other properties related to cell growth and/or division within the cell. In further embodiments, production is enhanced by introducing into the cell a RNA effector molecule that transiently inhibits expression of biological products during the growth phase.


IV. TRANSCRIPTOME

Embodiments of the present invention also provide for a set of transcripts that are expressed in CHO cells, also called “the CHO cell transcriptome”, and further provides siRNA molecules designed to target any one of the transcripts of the CHO cell transcriptome. Uses of the transcriptome in a form of an organized CHO cell transcript sequence database for selecting and designing CHO cell modulating effector RNAs are also provided in the form or methods and systems. Other embodiments further provide a selection of siRNAs targeted against each of the transcripts in the CHO transcriptome, and uses thereof for engineering or modifying CHO cells, for example, for improved production of biomolecules. Accordingly, particular embodiments provide modified CHO cells.


A set of transcripts that were discovered in CHO cells pooled under different conditions, including early-, mid- and late-log phase cells, that were grown in standard conditions under chemically defined media at 37° C. and 28° C. The transcripts are set forth in e.g., Tables 1-16, and in SEQ ID NOs:1-9771 (37° C.) and SEQ ID NOs:3157149-3158420 (28° C.).


The discovery of the CHO transcriptome is useful for specifically modifying one or more cellular processes in the CHO cell, for example, for the production of biomolecules in such cells. For example, based on the known expressed transcripts, one can modulate apoptosis regulating genes, cell cycle genes, DNA amplification (DHFR) regulating genes, virus gene production regulating genes, e.g., in the case of viral promoters that are used to drive biomolecule production in the cells, glycosylation-associated genes, carbon metabolism regulating genes, prooxidant enzyme encoding genes. By modulating the known expressed genes or transcripts one can further modulate protein folding, methionine oxidation, protein pyroglutamation, disulfide bond formation, protein secretion, cell viability, specific productivity of cell, nutrient requirements, internal cell pH.


Methods for modulating production of a biological product in a host cell, particularly in a CHO cell, are provided, the methods comprising the steps of contacting the cell with a RNA effector molecule, a portion of which is complementary to at least a portion of a target gene, maintaining the cell in a bioreactor for a time sufficient to modulate expression of the target gene, wherein the modulation enhances production of the biological product and recovering the biological product from the cell.


The present disclosure includes the nucleic acid sequences of the transcripts of the CHO transcriptome, the proteins the transcripts are translated into, and some of the pathways in which the transcribed proteins play a role. The description also sets forth a compilation of siRNA molecules as RNA effector molecules designed to target the sequences of the transcriptome. Systems, including computer assisted systems, and methods, including computer assisted methods, for selecting appropriate RNA effector molecules to modulate gene expression in a cell, particularly in a CHO cell, based on the known transcriptome transcript sequences are also described.


CHO Cell Transcriptome:


We have discovered a defined set of transcripts expressed in a CHO cell. The defined set of transcripts in referred to herein as a “transcriptome”. The transcript name, at least one pathway in which the transcript plays a role, an associated SEQ ID NO(s), and corresponding exemplary siRNA molecule SEQ ID NOs are set forth as a list in any of the tables presented herein, see e.g., Tables 1-16, 21-25, 27-30, 31, 33, 35, 37, 39, 41, 43, 45, 47, 51-61, 65 and 66.


The sequences of the transcripts in the CHO cell transcriptome are set forth in the associated SEQ ID NOs:1-9771 and SEQ ID NOs:3157149-3158420.


Thus, in one embodiment, the invention provides a Chinese hamster ovary (CHO) cell transcriptome comprising a selection or a compilation of transcripts having SEQ ID NOs:1-9771 (37° C.) and/or SEQ ID NOs:3157149-3158420 (28° C.). In some embodiments, the CHO transcriptome consists essentially of a selection or a compilation of transcripts having SEQ ID NOs:1-9771 and/or SEQ ID NOs:3157149-3158420. In some embodiments, the CHO cell transcriptome consists of a selection or a compilation of transcripts having SEQ ID NOs:1-9771. In some embodiments, the CHO cell transcriptome consists of a selection or a compilation of transcripts having SEQ ID NOs:1-9771 and SEQ ID NOs:3157149-3158420. In some embodiments, the CHO cell transcriptome consists of a selection or a compilation of transcripts having SEQ ID NOs:3157149-315842.


In some embodiments, the invention provides at least one siRNA directed to any one of the CHO cell transcriptome transcript set forth in any of the tables presented herein, see e.g., Tables 1-16, 21-25, 27-30, 52-61, 65 and 66. In some embodiments, the siRNA is selected from the group of siRNAs set forth in Tables 1-16, 21-31, 33, 35, 37, 39, 41, 43, 45, 47, 52-61, and 63. In some embodiments, not all transcript SEQ ID NOs are present in the tables described herein. In some embodiments, the RNA effector molecule comprises an antisense strand comprising at least 16 contiguous nucleotides (e.g., at least 17, at least 18, at least 19 nucleotides) of the nucleotide sequence selected from the group consisting of SEQ ID NOs:9772-3152399 and SEQ ID NOs:3161121-3176783. Additional targets that can be modulated for improved quality/quantity of expression are set forth herein.


Provided herein are CHO transcripts, i.e. SEQ ID NO's 1-9771 and SEQ ID NOs:3157149-3158420. These transcripts can be assigned to an encoded protein name and categorized into functional groups. One can readily determine functional groups to classify a transcript to by homology to sequences known to have a particular function. In one embodiment one uses a known functional domain and looks for homology of at least 40%, 50%, 60%, 70%, 75%, 80%, 85%, 90%, 95%. See for example Tables 10-16, which correlate the SEQ ID NO transcript with a description of encoded protein and function, e.g., cell cycle/cell division transcripts of Table 13. Exemplary categories that transcripts can be grouped are described throughout the application and include, e.g., transcripts (i.e., target genes) that encode for proteins involved in apoptosis, cell cycle genes, DNA amplification (DHFR), glycosylation, carbon metabolism, prooxidant enzymes, protein folding, methionine oxidation, protein pyroglutamation, disulfide bond formation, protein secretion, immune response, cell nutrient requirements, and shutting down RNA Interference. For the transcripts disclosed herein whose function is not specifically recited herein, one of skill in the art can easily compare (using known algorithms and programs) the transcript sequences of SEQ ID NOs:1-9771 and SEQ ID NOs:3157149-3158420 to sequence information of transcripts found in any of various organisms and assign function and/or protein encoded name as described above. For example, one of skill in the art can use the sequence information described herein to predict protein function using any prediction methods, algorithms, and/or resources and applications found on the world wide web, as reviewed in any of Freitas et al., 7 IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB) 172-82 (2010); Rentzscha & Orengoa, 27 Trends in Biotech. 210-19 (2009); Lowenstein et al., 10 Genome Biol. 207 (2009) or Friedberg, 7 Briefings in Bioinformatics 225-42 (2006). Alternatively, the transcript sequences can be compared to a partial or entire genome of an organism (genome information), including protein coding and non-coding regions.


One can silence target transcripts using siRNA, such as set forth in SEQ ID NOs:9772-3152399 and SEQ ID NOs:3161121-3176783. The particular siRNA can readily be matched to its corresponding target by looking for a transcript containing a complimentary sequence that is at 90% complementary. Well known algorithms can be used to determine appropriate RNA effector molecules for targeting the transcripts identified herein. For example, one of skill in the art can use the sequence information described herein to determine appropriate RNA sequences for targeting the transcripts described herein, and for preventing/promoting an immune response to those RNA sequences, using any prediction methods, algorithms, and/or resources and applications found on the world wide web, as reviewed in, or as described in, Pappas et al., 12 Exp. Op. Therapeutic Targets 115-27 (2008); Kurreck et al., 2009, 48 Angewandte Chemie 1378-98 (2009); Gredell et al., 16 Engin. Cell Funct. by RNA Interference in Cell Engin. 175-94 (2009); PCT/US2005/044662 (Jun. 15, 2006); PCT/US2009/039937 (Oct. 15, 2009); or PCT/US2009/051648 (Jan. 28, 2010).


Thus, the system described herein (i.e., to select for a sequence of at least one RNA effector molecule that is suitable for modulating protein expression in a cell) can be used to identify both the CHO transcript sequence and the RNA effector molecules (e.g., siRNAs) that can be used to modulate any particular function in the host cell. A CHO transcript is assigned function and/or encoded protein name when the transcript sequence has at least 50%, at least 60%, at least 70%, at least 80%, or at least 90% sequence identity to a transcript of an organism whose function and protein name is known.


Systems and Methods for Selecting RNA Effector Molecules:


Based on the known CHO transcriptome, we have developed methods and systems for selecting RNA effector molecules to affect the cells through manipulating cellular processes, for example, to improve production of biomolecules in the cells.


Accordingly, the present embodiments provide databases and system comprising and using the CHO transcriptome sequences and optionally also an organized compilation of the CHO transcriptome outlining at least one functional aspect of each of the transcript, such as the transcripts role in a particular cellular process or pathway, and the corresponding siRNAs to allow design and selection of targets and effector RNA molecules for optimization of biological processes, particularly in the CHO cells.


Functional aspects of transcripts relate to their role in, for example apoptosis, cell cycle, DNA amplification (DHFR), virus gene production, e.g., in the case of viral promoters that are used to drive biomolecule production in the cells, glycosylation, carbon metabolism, prooxidant enzymes, protein folding, methionine oxidation, protein pyroglutamation, disulfide bond formation, protein secretion, cell viability, specific productivity of cell, nutrient requirements, internal cell pH. Other cellular processes are known to a skilled artisan, and can be found, for example, at the Gene Ontology database available through the world wide web.


Accordingly as shown in FIG. 16, the invention provides a system 100 for selecting a sequence of at least one RNA effector molecule suitable for modulating protein expression in a cell, the system comprising: a computing device 110, having a processor 112 and associated memory 114, and a database 120 comprising at least one cell transcriptome information, the information comprising, a sequence for each transcript of the transcriptome, and optionally, a name of the transcript, and a pathway the transcript plays a role; and at least one RNA effector molecule information, the information comprising at least the sequence of the RNA effector molecule and optionally target specificity of the RNA effector molecule, wherein each RNA effector molecule is designed to match at least one or more sequences in the at least one cell transcriptome; a computer program, stored in memory 114, executed by the computing device 110 and configured to receive from a user via a user input device 118, parameters comprising a cell type selection, a target organism selection, a cellular pathway selection, a cross-reactivity selection, a target gene name and/or sequence selection, and optionally a method of delivery selection comprising either in vivo or in vitro delivery options; and further optionally user address information; a first module configured to check the parameters against the sequences in the database for a matching combination of the parameters and transcriptome transcript sequences; and a second module to display a selected sequence of at least one RNA effector molecule suitable for modulating protein expression in the cell.


The computing device 110 and associated programs stored in memory 114 can be adapted and configured to provide a user interface, such as a graphical user interface which allows the user to input search target parameters, for example, using one or more drop down menus or structured or free form text input, and selects the appropriate parameters for finding an appropriate target in the desired cell. For example, if a user wishes to find a target for modulating carbon metabolism in a CHO cell, the user identifies the target cell as “CHO”, and pathway as “carbon metabolism”, and the server performs a search through the database that would identify, e.g., transcripts for Gluts, PTEN and LDH genes and matches them with the appropriate siRNA molecules from the siRNA database part. This output information can be presented to the user on a computer display 116 or other output device, such as a printer.


The system can be a stand-alone system or an internet-based system, wherein the computations and selection of effector RNA molecules is performed in same or different locations. As shown in FIG. 16, the transcriptome information can be stored in database 120 and accessed by computing device 110. As used herein, the term database includes any organization of data regardless of whether it is structured or unstructured that allows retrieval of the information requested. The database can be a flat file or set of flat files stored in memory, one or more tables stored in memory, a set of discrete data elements stored in memory. The database can also include any well known database program that allows a user to directly or indirectly (through another program) access the data. Examples of these include MICROSOFT® ACCESS®, and ORACLE® database and MYSQL® open source database.


In an alternative embodiment of the invention shown in FIG. 17, the system 200 can be a network based system. The system 200 can include a server system 210 and one or more client systems 240 and 250 connected to a network 230, such as a private user network or Ethernet, or the Internet. The server system 210 and client systems 240 and 250 can be computing devices as described herein. Server system 210 can include one or more processors 212 and associated memory 214 and one or more computer programs or software adapted and configured to control the operations and functions of the server system 210. The Server system 210 can include one or more network interfaces for connecting via wire or wirelessly to the network 230. Examples of server systems include computer servers based on INTEL® and AMD microprocessor architectures available from Hewlett-Packard Development Co., LP; DELL; and APPLE® Inc.


Client systems 240 and 250 can include one or more processors 242 and 252 and associated memory 244 and 254 and one or more computer programs or software adapted and configured to control the operations and functions of the client systems 240 and 250. The client systems 240 and 250 can include one or more network interfaces for connecting via wire or wirelessly to the network 230. Examples of client systems include desktop and portable computers based on INTEL® and AMD microprocessor architectures available from Hewlett-Packard Development Co., LP; DELL; and Apple Inc., and smaller network enabled, handheld devices such as a personal digital assistant (PDA) (e.g., DROID®, HTC Corp.) smartphone (e.g., BLACKBERRY® smartphone, Research In Motion, Ltd.), iPod®, iPad™ and iPhone® devices (APPLE® Inc.).


In accordance with one embodiment, the server system 210 is a web server, for example based in Internet Information Services (IIS) for Windows® or .NET FRAMEWORK products (MICROSOFT® Corp.), or Apache open-source HTTP server (Apache Software Foundation), and uses a web-based application accessed by a remote client system via the Internet to search the database of transcriptome information to identify RNA effector molecules that can be suitable for modulating protein expression in a cell. The system can include or be connected to a fulfillment system that allows a user to select and purchase desired quantities of the identified RNA effector molecules to be delivered to the user.


One can also provide a system by selling a software to be run by a computer, wherein the databases and algorithms matching the parameters with sequence information and other information are provided to the user. The user can then either synthesize the effector RNA molecules or separately order them from a third party provider.


In some embodiments, the system further comprises a storage module for storing the at least one RNA effector molecule in a container, wherein if there are two or more RNA effector molecules, each RNA effector molecule is stored in a separate container, and a robotic handling module, which upon selection of the matching combination, selects a matching container, and optionally adds to the container additives based on a user selection for in vivo or in vitro delivery, and optionally further packages the container comprising the matching RNA effector molecule to be sent to the user address. Exemplary additives that can be added to the siRNA or a mixture of siRNAs are set forth herein.


The storage module can be a refrigerated module linked to the system components.


The system can also be linked to a nucleic acid or other biomolecule synthesizer.


The robotic handling module can be any system that can retrieve, and optionally mix components from the storage module, and or the biomolecule synthesizer, and optionally package the container(s). The robotic handling module can comprise one or more parts functioning based upon the commands from the system. The robotic handling module can be in the same or different location as where the computations are performed.


In some embodiments, the system further comprises genome information of the cell, wherein by a user selection, the RNA effector molecules can be matched to target genomic sequences, comprising promoters, enhancers, introns and exons present in the genome.


In some embodiments of the invention, the system can include hardware components or systems of hardware components and software components that carry out specific tasks (such as managing input and output of information, processing information, etc.) of the system and can be carried out by the execution of software applications on and across the one or more computing devices that make up the system. The present inventions can include any convenient type of computing device, e.g., such as a server, main-frame computer, a work station, etc. Where more than one computing device is present, each device can be connected via any convenient type of communications interconnect, herein referred to as a network, using well know interconnection technologies including, for example, Ethernet (wired or wireless—“WiFi”), BLUETOOTH® technology, ZIGBEE® wireless technology, AT&T™ 3G network, or SPRINT™ 3G or 3G/4G networks. Where more than one computing device is used, the devices can be co-located or they can be physically separated. Various operating systems can be employed on any of the computing devices, where representative operating systems include MICROSOFT® WINDOWS® operating system, MACOS™ operating system software (APPLE® Inc.), SOLARIS® operating system (Oracle Corp.), Linux (Linux Online, Inc.), UNIX® server systems and OS/400 software (IBM Corp.), ANDROID™ (Sprint), Chrome OS (Google Inc.), and others. The functional elements of system can also be implemented in accordance with a variety of software facilitators, platforms, or other convenient method.


Items of data can be “linked” to one another in a memory when the same data input (for example, filename or directory name or search term) retrieves the linked items (in a same file or not) or an input of one or more of the linked items retrieves one or more of the others.



FIG. 18 shows a diagrammatic view of the data structure according to one embodiment of the invention. In this embodiment, input field terms can be linked to Target RNA, such as by their associated sequence ID in the database and in accordance with the invention, executing a software module to search for one or more of the input field terms returns one or more sequence IDs of the Target. In addition, each Target RNA can be linked to one or more RNA effector molecules, such as by their associated sequence ID and in accordance with the invention, the for each Target identified, a software module can be executed to perform a subsequent search for some or all of Targets identified can return one or more sequence IDs for desired RNA effector molecules and return a listing of the RNA effector molecules and their sequence IDs.


Alternatively, for each target identified, a software module can be executed that implements one or more well known algorithms for determining the desired RNA effector molecules and return a listing of the RNA effector molecules and their sequence IDs.



FIG. 19 shows a flow chart of the method for identifying RNA effector molecules according to one embodiment of the invention. The method 400 includes presenting the user with an input screen 402 that allows the user to input the desired parameters for finding the Target in the desired cell. The input can be free form text or one or more drop-down boxes allowing the user to select predefined terms. At step 404, the user selects the appropriate user interface element, for example a “search” button and the system searches the database for Targets associated with the input parameters. At step 406, the user can be presented with a list of Targets, each associated with a check box and the user can select or unselect the check box associated with each target to further refine their search. At step 408, the user selects the appropriate user interface element, for example a “search” button and the system can search the database for RNA effector molecules associated with the input targets and/or use well know algorithms to determine RNA effector molecules associated with the input targets. The system can, for example, search for RNA effector molecules and if, none are found, use the well know algorithms to determine appropriate RNA effector molecules. Subsequently, the determined molecules can be added to the database and appear in subsequent searches. Alternatively, even where RNA effector molecules are found, the system can, in addition, use the well know algorithms to determine additional appropriate RNA effector molecules. At step 410, the user can be provided with optional functions such as ordering the reported RNA effector molecule from information found in the database. For example, online procurement can be provided as described in U.S. Patent Application Pub. No. 2005/0240352.


In one example of the system and the method of using the system, a person, such as a customer, is experiencing problems in protein production using a cell line. The problem may be, e.g., in post translational modification of the protein, such as in glycosylation, e.g., too much fucosylation, and/or another process, such as too much lactic acid buildup or too low yield.


The system of the invention allows the user to input parameters, such as the problem or multiple problems they are experiencing (too low cell growth rate or too much fucosylation) and/or a target gene, or transcript or multiple target genes or transcripts that they wish to modulate, such as FUT8, GMDS, and/or TSTA3, into the user interface.


The system takes the parameters and matches them with sequence data and RNA effector molecule data and delivers suggested RNA effector molecule(s) to the customer. For example, the system can match the problem to a cellular pathway, such as glycosylation, with transcripts known to play a role in glycosylation, and then matches the RNA effector molecules targeting these sequences and delivers, e.g., a list of siRNA sequences with which the customer can experiment.


If the customer wishes to receive one or more of the sequences, the customer can order or instruct the system to synthesize and/or send the appropriate nucleic acids to the customer-defined location. The system can also send instructions to a nucleotide synthesis system to make the sequences. The synthesizer can be in the same or in a remote location from the other system parts. The system can also select ready-made sequences from a storage location and provide packaging information so that the appropriate molecules can be sent to the customer-defined location. If the customer wishes to obtain different mixtures of the RNA effector molecules, such can be defined prior to submitting the final order and then the system will instruct the robotic component to mix the appropriate RNA effector molecules, such as siRNA duplexes, e.g., comprising an antisense and sense strand, in one vial or tube or other container.


We have further discovered a set of siRNA molecules that target at least one of the transcripts in the CHO cell transcriptome. Table 1 also sets forth a set of siRNA molecules that target the transcripts in the CHO cell transcriptome.


Thus, for example, methods are provided herein for enhancing production of a recombinant antibody or a portion or derivative thereof by contacting a cell, such as a CHO cell, with one or more RNA effector molecules that permit modulation of fucosylation of the recombinant antibody or portion or derivative thereof. For example, SEQ ID NOs:3152714-3152753, can be contacted with a cell to modulate expression of the fucosyltransferase (FUT8). In another embodiment, a cell is contacted with one or more RNA effector molecules wherein the contacting modulates expression of a GDP0mannose 4,6-dehydratase (GMDS) (encoded, for example, by SEQ ID NO:5069). A RNA effector molecule targeting GMDS can comprise an antisense strand comprising at least 16 contiguous nucleotides (e.g., at least 17, at least 18, at least 19 nucleotides) of the oligonucleotide having a nucleotide sequence selected from the group consisting of SEQ ID NOs:1688202-1688519.


In another embodiment, a cell is contacted with one or more RNA effector molecules wherein the contacting modulates expression of a gene encoding GDP-4-keto-6-deoxy-D-mannose epimerase-reductase (encoded by TSTA3), (encoded, for example, by SEQ ID NO:5505). A RNA effector molecule targeting TSTA3 can comprise an antisense strand comprising at least 16 contiguous nucleotides (e.g., at least 17, at least 18, at least 19 nucleotides) of an oligonucleotide molecule selected from the group consisting of SEQ ID NOs:1839578-1839937. In still another embodiment, a cell is contacted with a plurality of RNA effector molecules targeting the expression of more than one of FUT8, GMDS, and TSTA3.


Reduced sialic content of antibodies is believed to further increase ADCC. Therefore, in still another embodiment, a cell is contacted with one or more RNA effector molecules wherein the contacting modulates expression of a sialyltransferase. The sialyltransferase activity in a cell can be modulated by contacting the cell with a RNA effector molecule targeting at least one sialyltransferase gene. Some example sialyltransferases that can be modulated, as well as example siRNAs (antisense strand) targeting sialyltransferases are disclosed in, for example, Table 7 lists some sialyltransferases that can be modulated, as well as the RNA effector molecules targeting sialyltransferases.


RNA effector molecules targeting hamster sialyltransferases comprises an antisense strand comprising at least 16 contiguous nucleotides (e.g., at least 17, at least 18, at least 19 nucleotides) of the oligonucleotide having a nucleotide sequence of the SEQ ID NOs presented herein (i.e., SEQ ID NOs:681105-681454, NOs:707535-707870, NOs:1131123-1131445, NOs:1155324-1155711, NOs:1391079-1391449, NOs:1435989-1436317).


In still another embodiment, a cell is contacted with at least one RNA effector molecule targeting one of FUT8, GMDS, and TSTA3, and another RNA effector molecule targeting one sialyltransferase. In a particular embodiment, a cell is contacted with RNA effector molecules targeting FUT8 and ST6 (α-N-acetyl-neuraminyl-2,3-β-galactosyl-1,3)-N-acetylgalactosaminide α-2,6-sialyltransferase 6.


Embodiments of the present invention modulated the activity of a transcript or a protein in a molecular pathway known to a skilled artisan or identified elsewhere in this specification. Such molecular pathways an cellular activities include, but are not limited to apoptosis, cell division, glycosylation, growth rate, a cellular productivity, a peak cell density, a sustained cell viability, a rate of ammonia production or consumption, or a rate of lactate production. Tables 10-16 identify example targets based on their function or role that they play in a cell:









TABLE 10







Lactate production (Chinese hamster)











SEQ






ID



siRNA


NO:
consL
Description
Avg Cov
SEQ ID NOs:














3905
1573
lactate dehydrogenase A
1,468.00
1297283-1297604


8572
481
lactate dehydrogenase C
0.619
2887819-2888178


9187
343
lactate dehydrogenase
0.235
3064087-3064357




A-like 6B


9600
207
lactate dehydrogenase B
0.216
3140011-3140113
















TABLE 11







Proteases and Proteolysis related (Chinese hamster)











SEQ


Avg
siRNA SEQ


ID NO:
consL
Description
Cov
ID NOs:














6
5005
carboxypeptidase D
5.679
11367-11661


23
4373
insulin degrading enzyme
24.134
16605-16843


151
3548
disintegrin & metallopeptidase domain 10
14.497
57423-57713


282
3138
YME1-like 1 (S. cerevisiae)
5.064
96707-96922


351
3031
SUMO/sentrin specific peptidase 6
10.532
116231-116447


360
3012
bone morphogenetic protein 1
14.594
118879-119164


367
3002
dipeptidylpeptidase 8
4.382
120799-121136


450
2894
tripeptidyl peptidase II
4.093
144491-144745


462
2883
nardilysin, N-Arg dibasic convertase,
23.889
147663-147880




NRD convertase 1


483
2861
calpain 2
35.121
153383-153617


544
2789
N-ethylmaleimide sensitive fusion protein
30.345
170769-171035


557
2776
disintegrin & metallopeptidase domain 9
15.711
174168-174399




(meltrin γ)


582
2754
Zn metallopeptidase, STE24 homolog
5.717
181477-181863




(S. cerevisiae)


677
2678
AE binding protein 1
54.178
210228-210444


816
2577
disintegrin and metallopeptidase domain 23
0.593
252647-252954


821
2575
a disintegrin and metallopeptidase domain
11.757
254091-254472




15 (metargidin)


940
2519
SUMO/sentrin specific peptidase 2
3.997
292258-292589


1012
2474
membrane-bound transcription factor
14.435
316272-316622




peptidase, site 1


1064
2446
lon peptidase 1, mitochondrial
39.647
333731-334048


1108
2423
AFG3(ATPase family gene 3)-like 2 (yeast)
17.55
348153-348484


1137
2407
acylpeptide hydrolase
16.618
358347-358692


1153
2401
calpain 10
2.795
363875-364249


1194
2384
disintegrin-like & metallopeptidase (reprolysin
8.75
377552-377859




type) with thrombospondin type 1 motif, 7


1330
2323
complement component 1, r subcomponent
62.586
422509-422751


1331
2323
pitrilysin metallepetidase 1
16.737
422752-423147


1365
2304
X-prolyl aminopeptidase (aminopeptidase P) 1
34.448
434820-435212


1367
2303
neurolysin (metallopeptidase M3 family)
4.852
435611-435974


1423
2276
plasminogen activator, tissue
2.837
454515-454869


1462
2261
SUMO/sentrin specific peptidase 3
7.248
467735-468057


1488
2250
furin (paired basic aa cleaving enzyme)
14.282
476518-476914


1554
2228
SUMO/sentrin specific peptidase 5
1.726
498550-498878


1597
2208
aminopeptidase puromycin sensitive
4.993
513207-513606


1601
2208
complement component 1, s subcomponent
7.355
514675-514999


1703
2174
endoplasmic reticulum aminopeptidase 1
16.062
550016-550337


1828
2136
matrix metallopeptidase 9
16.328
593202-593492


1832
2133
endoplasmic reticulum metallopeptidase 1
3.502
594506-594744


1861
2124
spastic paraplegia 7 homolog (human)
8.718
604347-604631


1980
2085
complement component 1, r subcomponent B
28.837
644971-645023


1989
2082
thimet oligopeptidase 1
27.953
647877-648172


2005
2076
beta-site APP cleaving enzyme 1
3.234
653217-653567


2034
2066
intraflagellar transport 52 homolog
44.311
662569-662878




(Chlamydomonas)


2060
2056
dihydrolipoamide dehydrogenase
39.837
671424-671769


2086
2048
methionyl aminopeptidase 1
16.104
680457-680813


2093
2046
cathepsin A
183.096
682818-683174


2109
2041
disintegrin-like & metallopeptidase (reprolysin
0.788
687923-688239




type) with thrombospondin type 1 motif, 1


2352
1970
ATP/GTP binding protein-like 5
1.205
770448-770765


2369
1965
cathepsin D
167.968
776029-776328


2370
1965
methionine aminopeptidase 2
19.432
776329-776680


2440
1946
arginyl aminopeptidase (aminopeptidase B)
9.264
800159-800460


2473
1940
prolyl endopeptidase-like
2.435
811154-811532


2521
1929
dipeptidylpeptidase 9
4.703
827728-828118


2529
1926
AFG3 (ATPase family gene 3)-like 1 (yeast)
8.094
830536-830879


2549
1920
leukotriene A4 hydrolase
13.262
837346-837737


2627
1901
tubulointerstitial nephritis antigen-like 1
471.915
863337-863698


2688
1887
prolylcarboxypeptidase (angiotensinase C)
4.268
884238-884577


2726
1875
CNDP dipeptidase 2 (metallopeptidase
17.92
897182-897473




M20 family)


2802
1857
legumain
105.23
923229-923566


2867
1840
cereblon
1.831
945414-945728


2888
1834
cathepsin F
27.16
952584-952981


2902
1830
proprotein convertase subtilisin/kexin type 7
5.151
957525-957819


2940
1818
OMA1 homolog, zinc metallopeptidase
10.717
970455-970848




(S. cerevisiae)


2957
1814
disintegrin & metallopeptidase domain 22
6.245
976428-976826


2962
1812
bleomycin hydrolase
21.221
978233-978617


3044
1781
leucine aminopeptidase 3
53.967
1005879-1006172


3119
1765
prolyl endopeptidase
20.21
1031521-1031842


3129
1763
matrix metallopeptidase 3
44.776
1034832-1035193


3175
1751
disintegrin & metallopeptidase domain 8
3.157
1051064-1051435


3296
1720
suppression of tumorigenicity 14
2.378
1092011-1092357




(colon carcinoma)


3347
1706
LON peptidase N-terminal domain & ring
1.265
1109135-1109435




finger 3


3515
1666
calpain 7
1.488
1165709-1166037


3553
1656
peptidase (mitochondrial processing)
16.51
1178516-1178823


3565
1652
HtrA serine peptidase 1
42.699
1182505-1182824


3660
1631
aspartyl aminopeptidase
12.181
1214496-1214794


3685
1627
HtrA serine peptidase 2
11.095
1222907-1223252


3696
1623
intraflagellar transport 88 homolog
1.53
1226651-1227010




(Chlamydomonas)


3770
1607
a disintegrin and metallopeptidase
0.371
1251949-1252245




domain 12 (meltrin)


3795
1599
ubiquinol-cytochrome c reductase core
109.161
1260523-1260890




protein 1


3809
1594
matrix metallopeptidase 10
43.632
1265238-1265630


3832
1589
matrix metallopeptidase 14
5.689
1272953-1273286




(membrane-inserted)


3875
1579
peptidase (mitochondrial processing) β
37.799
1287161-1287545


3936
1565
predicted gene 5077
4.951
1307451-1307521


3940
1564
dipeptidylpeptidase 7
40.962
1308543-1308899


3951
1562
phosphatidylinositol glycan anchor
26.236
1312259-1312656




biosynthesis, class K


4040
1540
cathepsin B
122.173
1342187-1342544


4112
1521
leucyl/cystinyl aminopeptidase
0.363
1366088-1366414


4134
1516
mitochondrial intermediate peptidase
1.762
1373601-1373949


4136
1515
calpain 1
1.667
1374276-1374636


4234
1494
WAP, FS, Ig, KU, and NTR-
1.307
1407418-1407713




containing protein 1


4250
1492
caspase 9
1.769
1412589-1412860


4282
1485
matrix metallopeptidase 12
15.393
1423446-1423812


4320
1476
peptidase D
6.708
1436318-1436664


4345
1471
procollagen C-endopeptidase
38.334
1444649-1444973




enhancer protein


4515
1433
ceroid lipofuscinosis, neuronal 3, juvenile
2.904
1500552-1500853




(Batten, Spielmeyer-Vogt disease)


4548
1426
ubiquinol cytochrome c reductase core protein 2
74.045
1511637-1511998


4736
1385
cathepsin L
394.561
1574335-1574708


4999
1324
aminoacylase 1
16.465
1664426-1664734


5080
1303
protease, serine, 36
0.737
1691971-1692344


5266
1267
tripeptidyl peptidase I
0.706
1755385-1755682


5334
1251
O-sialoglycoprotein endopeptidase-like 1
1.425
1778801-1779170


5395
1238
SUMO/sentrin specific peptidase 8
1.488
1800688-1801060


5486
1216
glutaminyl-peptide cyclotransferase-like
2.05
1832626-1832993


5520
1207
carboxypeptidase X 1 (M14 family)
0.795
1844883-1845160


5529
1205
glutamyl aminopeptidase
0.69
1847806-1848189


5550
1200
disintegrin & metallopeptidase domain 17
1.374
1855220-1855596


5578
1195
proteasome (prosome, macropain) type 1
94.105
1864684-1865015


5608
1188
caspase 12
0.856
1875252-1875646


5663
1175
CASP8 and FADD-like apoptosis regulator
4.448
1894743-1895132


5712
1164
ATP/GTP binding protein 1
0.455
1912461-1912860


5746
1157
caspase 3
11.813
1924836-1925195


5760
1154
archaelysin family metallopeptidase 2
3.826
1930073-1930404


5792
1147
matrix metallopeptidase 13
0.724
1941794-1942151


5854
1136
caspase 1
2.306
1964106-1964500


5905
1123
RAB23, member RAS oncogene family
1.099
1982920-1983307


5940
1116
cathepsin H
23.003
1995676-1996039


5976
1108
SEC11 homolog A (S. cerevisiae)
44.235
2008739-2009125


6015
1099
proteasome (prosome, macropain) 26S
63.204
2022843-2023145




subunit, non-ATPase, 8


6033
1095
protease, serine 27
3.375
2029351-2029692


6044
1093
proteasome (prosome, macropain) type 4
77.041
2033365-2033746


6101
1080
matrix metallopeptidase 23
2.487
2053947-2054295


6154
1068
cathepsin Z
400.641
2073581-2073970


6247
1047
ceroid-lipofuscinosis, neuronal 6
3.41
2107037-2107394


6327
1029
calpain 5
2.411
2135026-2135381


6344
1025
C2 calcium-dependent domain containing 3
0.136
2141185-2141522


6512
985
proteasome (prosome, macropain) type 5
77.333
2200953-2201317


6552
976
endothelin converting enzyme 2
2.313
2215190-2215580


6611
966
proteasome (prosome, macropain) type 3
3.156
2236096-2236486


6656
957
proteasome (prosome, macropain) type 6
42.616
2251849-2252237


6686
950
apoptotic peptidase activating factor 1
0.325
2262408-2262743


6745
936
proteasome (prosome, macropain) β type 8
32.531
2282619-2282981




(large multifunctional peptidase 7)


6769
933
proteasome (prosome, macropain) β type 10
3.428
2291135-2291518


6798
926
caspase 7
0.436
2301618-2301960


6818
920
proteasome (prosome, macropain) β type 7
44.299
2308285-2308647


6848
914
proteasome (prosome, macropain) β type 4
25.753
2318721-2319092


6967
888
proteasome (prosome, macropain) β type 1
101.582
2357085-2357484


6999
880
caseinolytic peptidase, ATP-dependent,
23.993
2368027-2368394




proteolytic subunit homolog (E. coli)


7109
858
matrix metallopeptidase 19
0.305
2404764-2405144


7120
855
caspase 6
4.965
2408466-2408843


7300
811
proteasome (prosome, macropain) type 7
52.239
2467566-2467883


7433
780
proteasome (prosome, macropain) β type 5
25.65
2511900-2512253


7532
756
cathepsin O
0.321
2544359-2544680


7563
747
proteasome (prosome, macropain) type 2
6.117
2554532-2554886


7620
734
proteasome (prosome, macropain) β type 3
8.915
2572635-2572964


7721
709
aurora kinase A interacting protein 1
9.974
2606127-2606501


7782
693
ATP/GTP binding protein-like 3
0.407
2627002-2627350


7940
648
matrix metallopeptidase 17
0.224
2680510-2680844


7948
646
pyroglutamyl-peptidase I
0.831
2683195-2683515


7979
638
protease, serine, 8 (prostasin)
0.479
2693206-2693562


8026
624
CASP2 and RIPK1 domain containing
1.176
2709036-2709355




adaptor with death domain


8056
612
caspase 2
1.166
2718675-2719039


8255
558
matrix metallopeptidase 24
6.978
2781318-2781710


8290
549
proteasome (prosome, macropain) β type 2
3.953
2793443-2793832


8352
535
IMP1 inner mitochondrial membrane
6.039
2814696-2815033




peptidase-like (S. cerevisiae)


8440
510
disintegrin-like & metallopeptidase (reprolysin
0.139
2845165-2845528




type) with thrombospondin type 1 motif, 4


8466
504
proteasome (prosome, macropain) β type 6
1.2
2853165-2853489


8547
487
small optic lobes homolog (Drosophila)
0.173
2879932-2880319


8577
481
calpain 11
0.187
2889008-2889328


8597
477
mannan-binding lectin serine peptidase 2
0.156
2896069-2896411


8653
465
membrane-bound transcription factor
0.105
2915060-2915410




peptidase, site 2


8917
414
caspase 8
0.2
2995593-2995870


8935
409
carboxypeptidase N, polypeptide 1
0.233
3000705-3001032


8980
398
disintegrin & metallopeptidase domain 19
0.707
3012906-3013172




(meltrin β)


9067
373
proteasome (prosome, macropain) subunit, β
0.464
3035689-3035987




type 9 (large multifunctional peptidase 2)


9119
360
SUMO1/sentrin specific peptidase 1
0.104
3048694-3048900


9253
329
phosphate regulating gene with homologies to
0.053
3078631-3078850




endopeptidases on the X chromosome




(hypophosphatemia, vitamin D resistant rickets)


9290
319
carboxypeptidase B2 (plasma)
0.216
3086591-3086854


9365
296
cathepsin W
0.241
3102885-3103082


9403
282
RIKEN cDNA 4930486L24 gene
0.203
3109975-3110173


9412
278
cDNA sequence BC039632
0.114
3111726-3111929


9418
275
IMP2 inner mitochondrial membrane
0.242
3112815-3113006




peptidase-like (S. cerevisiae)


9498
244
calpain 12
0.103
3126461-3126617


9517
238
mucosa associated lymphoid tissue
0.359
3129264-3129311




lymphoma translocation gene 1


9529
234
disintegrin & metallopeptidase domain 1a
0.077
3130955-3131114


9574
215
SUMO1/sentrin specific peptidase 7
0.045
3137116-3137276


9627
195
cathepsin 8
0.092
3142354-3142386


9644
188
proteasome (prosome, macropain) β type, 11
0.052
3143952-3143972


9647
187
disintegrin & metallopeptidase domain 28
0.137
3144200-3144221


9669
175
methionine aminopeptidase-like 1
0.139
3146223-3146337


3157186
770
SEC11 homolog C (S. cerevisiae)
22.702
3178484-3178583


3157231
468
macrophage stimulating 1 (hepatocyte
0.205
3240817-3240916




growth factor-like)


3157254
428
transferrin receptor 2
0.148
3252917-3253016


3157343
370
predicted gene 1019
0.391
3193971-3194070


3157354
430
cathepsin K
0.29
3278249-3278348


3157355
419
calpain 8
0.461
3258905-3259004


3157374
287
carnosine dipeptidase 1 (metallopeptidase
0.102
3245017-3245116




M20 family)


3157412
788
dipeptidylpeptidase 10
0.189
3248617-3248716


3157448
1697
folate hydrolase
1.451
3185871-3185970


3157520
492
complement component 1, r subcomponent-like
0.264
3224791-3224890


3157628
194
disintegrin & metallopeptidase domain 33
0.061
3206058-3206157


3157660
369
echinoderm microtubule associated protein
0.16
3266705-3266804




like 2


3157845
837
mast cell protease 8
4.869
3206558-3206657


3157898
422
disintegrin-like & metallopeptidase
0.115
3193471-3193570




(reprolysin type) with thrombospondin




type 1 motif, 15


3157899
306
napsin A aspartic peptidase
0.207
3240917-3241016


3157906
387
cathepsin S
0.283
3272096-3272195


3157949
477
protein C
0.42
3271796-3271895


3158015
396
mast cell protease 4
0.405
3210058-3210157


3158034
923
HtrA serine peptidase 3
0.583
3258505-3258604


3158065
1746
WD repeat domain 7
1.717
3273496-3273595


3158090
371
secernin 2
0.243
3163021-3163120


3158135
418
mannan-binding lectin serine peptidase 1
0.152
3282249-3282348


3158156
463
NA
0.451
3181384-3181483


3158177
415
NA
0.13
3231817-3231916


3158199
521
hepatocyte growth factor
0.226
3253417-3253516


3158201
416
matrix metallopeptidase 21
0.224
3195471-3195570


3158231
385
matrix metallopeptidase 16
0.085
3174184-3174283


3158246
338
coagulation factor VII
0.181
3207558-3207657


3158294
648
matrix metallopeptidase 2
0.413
3214291-3214390


3158365
431
complement component factor i
0.209
3178584-3178683


3158378
492
alanyl (membrane) aminopeptidase
0.144
3228717-3228816
















TABLE 12







Extracellular Space; External Region (Chinese hamster)











SEQ


Avg
siRNA SEQ


ID NO:
consL
Description
Cov
ID NOs:














7
4892
collagen, type IV, 2
29.59
11662-12024


10
4667
collagen, type V, 1
22.034
12499-12766


40
4217
collagen, type IV, 1
71.884
22106-22419


53
4076
laminin B1 subunit 1
72.723
26303-26608


68
3989
laminin, γ 1
8.547
31249-31602


72
3984
nidogen 1
31.556
32592-32943


98
3777
neural cell adhesion molecule 1
1.452
41193-41507


99
3776
inter-(globulin) inhibitor H5
3.94
41508-41833


106
3741
latent TGF β binding protein 1
15.581
43659-44014


122
3653
laminin, 5
10.318
48814-49139


150
3549
UDP-N-acetyl--D-galactosamine:polypeptide
11.757
57147-57422




N-acetylgalactosaminyl transferase 1


168
3455
activated leukocyte cell adhesion molecule
11.813
62634-62891


178
3411
UDP-N-acetyl--D-galactosamine:polypeptide
22.835
65737-65999




N-acetylgalactosaminyl transferase 2


188
3385
fibronectin 1
39.064
68761-69090


228
3262
collagen, type XII, 1
0.842
80671-81033


266
3179
vascular endothelial growth factor A
18.713
92246-92594


296
3122
calumenin
31.456
101047-101312


331
3068
collagen, type XVI, 1
16.307
110363-110636


373
2991
CD44 antigen
11.502
122703-122982


374
2990
ring finger and SPRY domain containing 1
5.312
122983-123259


392
2965
lysyl oxidase-like 4
3.371
128072-128461


428
2922
coiled-coil domain containing 80
7.726
138093-138362


435
2913
low density lipoprotein receptor-related protein
3.732
140196-140578




8, apolipoprotein e receptor


546
2787
DnaJ (Hsp40) homolog, subfamily C, member 10
22.023
171304-171555


557
2776
disintegrin & metallopeptidase domain 9
15.711
174168-174399




(meltrin γ)


602
2739
lysyl oxidase-like 3
1.964
187446-187711


655
2695
perlecan (heparan sulfate proteoglycan 2)
13.274
203335-203554


677
2678
AE binding protein 1
54.178
210228-210444


679
2677
collagen, type VI, 1
34.848
210698-211081


703
2663
RIKEN cDNA 2610507B11 gene
20.912
217294-217526


704
2662
serine (or cysteine) peptidase inhibitor,
33.405
217527-217924




clade E, member 1


726
2641
collagen, type VI, 2
42.145
224615-225009


798
2590
collagen & calcium binding EGF domains 1
2.683
246931-247299


816
2577
disintegrin & metallopeptidase domain 23
0.593
252647-252954


885
2543
platelet-derived growth factor, C polypeptide
3.586
273882-274243


941
2519
heat shock protein 5
729.81
292590-292837


956
2506
integrin 5 (fibronectin receptor)
13.308
297403-297671


968
2500
acid phosphatase-like 2
10.599
301329-301569


971
2499
WNT1 inducible signaling pathway protein 1
3.327
302229-302482


986
2492
thrombospondin 1
2.743
307445-307775


1014
2473
tissue inhibitor of metalloproteinase 2
22.337
317000-317395


1034
2463
sema domain, immunoglobulin domain (Ig),
15.39
323916-324170




short basic domain, secreted, (semaphorin) 3B


1059
2448
glypican 6
2.853
332251-332483


1079
2437
thrombospondin 3
16.07
338433-338822


1149
2404
MAM domain containing 2
23.86
362422-362815


1194
2384
disintegrin-like & metallopeptidase (reprolysin
8.75
377552-377859




type) with thrombospondin type 1 motif, 7


1216
2374
integrin V
0.85
384630-384864


1274
2346
quiescin Q6 sulfhydryl oxidase 1
17.49
403798-404029


1307
2332
laminin, β 2
3.856
414909-415222


1382
2293
CD276 antigen
2.822
440554-440858


1408
2285
TBC1 domain family, member 15
5.501
449214-449575


1423
2276
plasminogen activator, tissue
2.837
454515-454869


1424
2276
connective tissue growth factor
6.301
454870-455117


1529
2238
interleukin 6 signal transducer
1.155
490131-490451


1583
2214
cleft lip & palate associated transmembrane
6.218
508317-508686




protein 1


1587
2213
collagen, type XXVII, 1
0.476
509761-510121


1662
2187
ecto-NOX disulfide-thiol exchanger 2
1.262
536177-536522


1681
2181
brain derived neurotrophic factor
1.421
542519-542783


1694
2176
toll-like receptor 2
12.95
547130-547467


1700
2175
transforming growth factor, β receptor II
17.68
549106-549395


1713
2171
lysyl oxidase-like 1
27.43
553603-553837


1723
2167
prosaposin
159.42
556999-557313


1728
2165
leprecan 1
29.15
558793-559105


1785
2150
tuftelin 1
6.024
578466-578777


1792
2147
family with sequence similarity 108, member B
12.36
580929-581285


1801
2142
biglycan
335.92
584020-584336


1828
2136
matrix metallopeptidase 9
16.328
593202-593492


1831
2134
dystroglycan 1
3.205
594147-594505


1841
2131
glypican 1
9.404
597502-597879


1843
2130
lysosomal-associated membrane protein 1
239.94
598208-598530


1865
2124
secreted acidic cysteine rich glycoprotein
240.27
605640-606011


1902
2112
olfactomedin-like 2B
15.33
618054-618379


1934
2100
heparin-binding EGF-like growth factor
10.18
629091-629425


1990
2082
protein S ( )
10.73
648173-648463


2065
2055
integrin FG-GAP repeat containing 1
7.636
673176-673566


2088
2048
ST3 β-galactoside-2,3-sialyltransferase 1
5.651
681105-681454


2109
2041
disintegrin-like & metallopeptidase (reprolysin
0.788
687923-688239




type) with thrombospondin type 1 motif, 1


2140
2029
colony stimulating factor 1 (macrophage)
2.182
698431-698749


2440
1946
arginyl aminopeptidase (aminopeptidase B)
9.264
800159-800460


2474
1940
epiregulin
9.501
811533-811821


2477
1938
complement component factor h
1.484
812520-812875


2542
1922
selenoprotein P, plasma, 1
49.03
835040-835364


2618
1903
granulin
165.89
860464-860761


2627
1901
tubulointerstitial nephritis antigen-like 1
471.92
863337-863698


2667
1890
family with sequence similarity 20, member C
2.956
876909-877243


2698
1885
insulin-like growth factor binding protein 4
45.48
887505-887820


2719
1879
extracellular matrix protein 1
8.456
894665-894972


2722
1877
calreticulin
630.60
895691-896051


2724
1876
cysteine rich protein 61
28.82
896415-896793


2755
1869
tenascin XB
0.354
907253-907581


2774
1862
glucose-fructose oxidoreductase domain
4.766
913662-913993




containing 2


2782
1861
procollagen C-endopeptidase enhancer 2
46.63
916348-916725


2820
1853
biotinidase
6.907
929397-929702


2866
1840
milk fat globule-EGF factor 8 protein
184.99
945014-945413


2890
1833
coiled-coil domain containing 126
9.438
953382-953706


2960
1813
elastin microfibril interfacer 1
5.563
977509-977878


2980
1806
galactoside-binding lectin soluble 3
90.44
984430-984814


3067
1775
fibroblast growth factor 7
1.663
1013719-1014044


3118
1765
glucose phosphate isomerase 1
16.66
1031173-1031520


3129
1763
matrix metallopeptidase 3
44.78
1034832-1035193


3242
1737
arylsulfatase J
2.374
1073837-1074138


3284
1723
sushi-repeat-containing protein, X-linked 2
13.969
1087870-1088253


3296
1720
suppression of tumorigenicity 14
2.378
1092011-1092357




(colon carcinoma)


3297
1719
four jointed box 1 (Drosophila)
3.328
1092358-1092750


3318
1714
ependymin related protein 1 (zebrafish)
16.418
1099390-1099766


3349
1706
RIKEN cDNA 4930503L19 gene
2.085
1109779-1110086


3370
1701
mannosidase 2, B2
6.356
1116936-1117323


3410
1689
neuroblastoma, suppression of tumorigenicity 1
73.672
1130855-1131122


3509
1667
heparanase
5.741
1163608-1163901


3517
1666
aarF domain containing kinase 1
1.499
1166401-1166741


3565
1652
HtrA serine peptidase 1
42.699
1182505-1182824


3639
1636
chitinase domain containing 1
16.866
1207474-1207818


3673
1628
corneodesmosin
3.545
1218944-1219310


3727
1618
vascular endothelial growth factor C
10.284
1237351-1237686


3749
1612
ADAMTS-like 4
2.67
1244700-1245081


3783
1602
epidermal growth factor-containing fibulin-like
6.911
1256425-1256734




extracellular matrix protein 1


3809
1594
matrix metallopeptidase 10
43.632
1265238-1265630


3879
1578
aldolase A, fructose-bisphosphate
476.31
1288654-1288987


3926
1567
clusterin
40.878
1304084-1304407


4064
1533
phospholipid transfer protein
39.57
1350158-1350474


4109
1521
glycosylphosphatidylinositol specific
0.591
1365026-1365348




phospholipase D1


4177
1507
RIKEN cDNA A130022J15 gene
1.007
1387950-1388266


4188
1504
EGF-containing fibulin-like extracellular
45.43
1391741-1392104




matrix protein 2


4234
1494
WAP, FS, Ig, KU, & NTR-containing protein 1
1.307
1407418-1407713


4240
1493
complement factor properdin
2.075
1409395-1409692


4245
1492
Ser (or Cys) peptidase inhibitor, clade I, member 1
0.687
1410934-1411281


4280
1485
glutathione reductase
6.516
1422793-1423122


4282
1485
matrix metallopeptidase 12
15.393
1423446-1423812


4319
1476
ST3 beta-galactoside-2,3-sialyltransferase 2
1.043
1435989-1436317


4345
1471
procollagen C-endopeptidase enhancer protein
38.334
1444649-1444973


4362
1468
serum amyloid A-like 1
2.535
1450214-1450482


4405
1458
tsukushin
2.692
1464641-1464971


4410
1457
sodium channel, nonvoltage-gated 1
0.749
1466293-1466624


4417
1456
ADP-dependent glucokinase
1.872
1468606-1468902


4513
1433
leukemia inhibitory factor
2.095
1499872-1500182


4538
1428
RIKEN cDNA 3110057O12 gene
0.612
1508213-1508566


4576
1420
CD109 antigen
0.579
1521122-1521452


4614
1413
family with sequence similarity 3, member A
24.923
1533979-1534266


4627
1408
parathyroid hormone-like peptide
4.769
1537818-1538138


4767
1376
serine (or cysteine) peptidase inhibitor,
20.015
1584786-1585074




clade F, member 1


4772
1374
annexin A2
701.66
1586334-1586631


4801
1368
cysteine-rich with EGF-like domains 2
53.263
1596381-1596717


4834
1362
hedgehog interacting protein-like 1
1.94
1607854-1608237


4843
1359
laminin, γ 2
0.673
1610932-1611257


4846
1358
family with sequence similarity 108, member A
22.48
1611921-1612236


4847
1358
secreted phosphoprotein 1
200.26
1612237-1612512


4878
1352
C1q and tumor necrosis factor related protein 4
48.396
1622523-1622869


4923
1344
Von Willebrand factor homolog
0.168
1638235-1638612


4959
1336
paraoxonase 2
17.99
1650552-1650935


4965
1332
collagen, type III, 1
0.44
1652715-1653073


4993
1326
collagen, type XVIII, 1
0.529
1662476-1662775


4995
1325
Norrie disease (pseudoglioma) (human)
2.955
1663144-1663508


5017
1320
olfactomedin-like 3
1.465
1670554-1670828


5071
1308
endonuclease domain containing 1
1.415
1688826-1689139


5100
1301
sema domain, immunoglobulin domain (Ig),
0.608
1698838-1699148




short basic domain, secreted, (semaphorin) 3E


5102
1300
complement component (3b/4b) receptor 1-like
36.058
1699537-1699891


5103
1300
histocompatibility 2, D region locus 1
14.507
1699892-1699970


5145
1290
dehydrogenase/reductase (SDR family)
3.209
1714013-1714298




member 13


5151
1288
cytokine receptor-like factor 1
35.42
1715952-1716278


5183
1283
acid phosphatase 6, lysophosphatidic
4.044
1727109-1727397


5231
1274
latent transforming growth factor β binding
0.288
1743609-1743996




protein 2


5233
1274
histocompatibility 2, K1, K region
12.62
1744314-1744510


5244
1272
interleukin 4 receptor,
1.087
1748021-1748398


5265
1268
interleukin 33
27.994
1755091-1755384


5270
1267
zona pellucida binding protein 2
8.813
1756658-1757006


5275
1265
family with sequence similarity 3, member C
6.069
1758518-1758803


5357
1245
transforming growth factor, β 1
13.689
1787146-1787456


5390
1239
N-acetylglucosamine-1-phosphotransferase,
11.34
1799084-1799470




γ subunit


5400
1237
cartilage associated protein
24.359
1802419-1802805


5421
1232
intercellular adhesion molecule 1
3.334
1809854-1810180


5428
1230
calsyntenin 1
0.828
1812199-1812578


5435
1229
meteorin, glial cell differentiation regulator-like
5.487
1814631-1814930


5450
1225
wingless-related MMTV integration site 7B
0.932
1819882-1820264


5519
1207
glucose-fructose oxidoreductase domain
0.479
1844526-1844882




containing 1


5520
1207
carboxypeptidase X 1 (M14 family)
0.795
1844883-1845160


5529
1205
glutamyl aminopeptidase
0.69
1847806-1848189


5537
1202
angiopoietin-like 4
0.987
1850651-1851035


5550
1200
a disintegrin and metallopeptidase domain 17
1.374
1855220-1855596


5556
1199
dickkopf homolog 3 (Xenopus laevis)
1.782
1857147-1857502


5644
1179
complement component 3
0.472
1888266-1888655


5682
1170
transforming growth factor, β receptor III
6.658
1901807-1902171


5694
1168
vascular endothelial growth factor B
11.401
1906017-1906367


5710
1164
decorin
1.4
1911705-1912079


5716
1164
cofilin 1, non-muscle
107.83
1914036-1914356


5718
1163
lysyl oxidase-like 2
0.322
1914742-1915076


5735
1160
thioredoxin domain containing 16
0.533
1920932-1921309


5752
1156
capping protein (actin filament), gelsolin-like
62.723
1927144-1927507


5783
1148
lectin, galactose binding, soluble 9
12.269
1938395-1938769


5792
1147
matrix metallopeptidase 13
0.724
1941794-1942151


5800
1145
multiple coagulation factor deficiency 2
5.202
1944542-1944919


5810
1144
Kazal-type serine peptidase inhibitor domain 1
37.259
1948146-1948458


5841
1138
collagen, type V, 2
0.225
1959286-1959679


5854
1136
caspase 1
2.306
1964106-1964500


5872
1132
γ-glutamyl hydrolase
9.842
1970781-1971062


5964
1111
colony stimulating factor 3 (granulocyte)
2.413
2004485-2004820


5967
1110
cellular repressor of E1A-stimulated genes 1
3.396
2005583-2005881


6004
1100
RIKEN cDNA 1600012H06 gene
1.469
2018789-2019169


6033
1095
protease, serine 27
3.375
2029351-2029692


6059
1090
torsin family 2, member A
4.118
2038737-2039067


6069
1087
DDRGK domain containing 1
25.9
2042411-2042776


6177
1063
dehydrogenase/reductase (SDR family) member 11
3.811
2081334-2081729


6185
1062
aminoacyl tRNA synthetase complex-
33.092
2084323-2084687




interacting multifunctional protein 1


6208
1056
coiled-coil domain containing 134
4.556
2092810-2093167


6234
1050
plasminogen activator, urokinase receptor
78.786
2102477-2102872


6237
1049
phospholipase A2, group XV
1.496
2103576-2103969


6273
1039
nerve growth factor
9.393
2115896-2116286


6276
1038
wingless-related MMTV integration site 4
32.674
2116955-2117340


6296
1034
kelch-like 11 (Drosophila)
0.425
2124257-2124635


6328
1028
hydroxysteroid (17-β) dehydrogenase 11
4.421
2135382-2135767


6334
1028
chemokine (C—X—C motif) ligand 12
0.641
2137589-2137972


6363
1021
netrin 4
3.366
2148005-2148402


6385
1017
follistatin
0.853
2155919-2156270


6412
1009
GLI pathogenesis-related 2
2.074
2165641-2165996


6457
998
ecto-NOX disulfide-thiol exchanger 1
3.002
2181525-2181862


6493
989
collagen, type VII, 1
0.344
2194670-2194969


6627
964
meteorin, glial cell differentiation regulator
3.641
2241580-2241948


6665
955
hyaluronic acid binding protein 4
2.739
2255107-2255429


6773
932
inhibin β-B
1.597
2292605-2292959


6787
928
wingless-related MMTV integration site 5B
0.458
2297590-2297892


6816
921
peroxidasin homolog (Drosophila)
0.334
2307638-2308007


6819
920
integrin 2b
0.686
2308648-2308928


6830
918
interleukin 19
4.282
2312386-2312719


6900
903
phospholipase A2, group XIIA
11.576
2335117-2335473


6950
893
angiogenic factor with G patch and FHA
0.281
2351743-2352058




domains 1


6964
889
Niemann Pick type C2
40.486
2356243-2356636


6974
887
apolipoprotein A-I binding protein
13.178
2359569-2359941


7015
877
TNF (ligand) superfamily, member 12
4.328
2373485-2373776


7019
876
Cys rich transmembrane BMP regulator 1
0.287
2374809-2375187




(chordin like)


7021
875
matrilin 4
7.832
2375566-2375930


7022
875
artemin
2.794
2375931-2376296


7109
858
matrix metallopeptidase 19
0.305
2404764-2405144


7125
853
profilin 1
11.177
2410108-2410492


7126
852
vasohibin 1
0.138
2410493-2410795


7142
849
Parkinson disease 7 domain containing 1
1.935
2415737-2416107


7156
846
intercellular adhesion molecule 4, Landsteiner-
5.958
2420123-2420515




Wiener blood group


7158
845
c-fos induced growth factor
3.445
2420809-2421101


7185
839
leucine-rich repeats and calponin homology
0.206
2429731-2430059




(CH) domain containing 3


7192
839
VGF nerve growth factor inducible
0.371
2432094-2432431


7199
838
transforming growth factor, β 3
1.124
2434410-2434754


7223
833
chemokine (C—X—C motif) ligand 1
3.826
2442608-2443003


7234
830
WNT1 inducible signaling pathway protein 2
1.032
2446311-2446606


7259
824
leucine-rich repeat LGI family, member 4
0.356
2454637-2454993


7279
817
follistatin-like 1
0.406
2460885-2461283


7305
810
tissue factor pathway inhibitor
4.848
2469295-2469576


7328
804
inhibin
0.548
2477026-2477404


7360
796
placental specific protein 1
2.395
2487553-2487920


7380
793
stromal cell derived factor 2
6.558
2494318-2494652


7450
775
FMS-like tyrosine kinase 3 ligand
4.868
2517516-2517899


7454
774
platelet derived growth factor,
4.859
2518844-2519200


7469
770
CD1d1 antigen
0.505
2523514-2523656


7475
769
tissue inhibitor of metalloproteinase 1
42.275
2525246-2525550


7484
767
UDP-Gal:betaGlcNAc β 1,4-
0.387
2528454-2528763




galactosyltransferase, polypeptide 1


7624
733
sodium channel, nonvoltage-gated 1 β
0.301
2574019-2574393


7628
732
proline-rich Gla (G-carboxyglutamic acid)
1.115
2575046-2575364




polypeptide 2


7658
724
hyaluronan and proteoglycan link protein 4
0.319
2584861-2585169


7676
720
chemokine (C-C motif) ligand 2
14.55
2590794-2591157


7707
713
intelectin 1 (galactofuranose binding)
1.888
2601763-2602070


7726
708
interleukin 17F
3.058
2607930-2608234


7758
700
bone morphogenetic protein 2
0.343
2618776-2619161


7770
697
olfactomedin 2
0.593
2622919-2623236


7789
692
collagen, type VIII, 1
0.136
2629576-2629946


7810
688
mesencephalic astrocyte-derived
3.849
2636612-2636951




neurotrophic factor


7820
685
integrin X
0.229
2639993-2640227


7827
683
versican
0.055
2642303-2642596


7874
666
CD1d2 antigen
0.935
2658252-2658336


7903
658
interleukin 1 receptor accessory protein
0.254
2667913-2668256


7929
651
interleukin 23, subunit p19
0.852
2676772-2677097


7935
649
follistatin-like 3
0.427
2678648-2679041


7938
649
stanniocalcin 2
0.821
2679803-2680201


7940
648
matrix metallopeptidase 17
0.224
2680510-2680844


7947
646
wingless-type MMTV integration site 9A
0.20
2682871-2683194


7979
638
protease, serine, 8 (prostasin)
0.479
2693206-2693562


8062
610
fibroblast growth factor 18
1.273
2720721-2721030


8066
610
ribonuclease, RNase A family 4
9.649
2721991-2722365


8108
598
thymosin, β 4, X chromosome
24.043
2734875-2735269


8119
595
serglycin
9.946
2738723-2739031


8138
590
RIKEN cDNA 1700040I03 gene
2.322
2744620-2744956


8146
588
cardiotrophin-like cytokine factor 1
1.757
2747178-2747573


8167
584
agouti related protein
1.444
2753704-2754040


8218
570
interleukin 18
2.856
2769797-2770097


8226
568
DNA segment, Chr 17, Wayne State
3.239
2772236-2772535




University 104, expressed


8244
562
interleukin 1 receptor-like 1
0.299
2777898-2778255


8255
558
matrix metallopeptidase 24
6.978
2781318-2781710


8257
558
elastin microfibril interfacer 3
0.17
2782095-2782379


8303
547
C1q and tumor necrosis factor related protein 1
0.218
2797989-2798315


8304
546
macrophage migration inhibitory factor
43.469
2798316-2798434


8332
540
twisted gastrulation homolog 1 (Drosophila)
0.318
2807636-2808031


8345
536
Fas (TNF receptor superfamily member 6)
0.501
2812206-2812506


8385
524
natriuretic peptide precursor type B
2.217
2825789-2826134


8387
523
suprabasin
2.479
2826504-2826901


8394
521
cystatin C
17.163
2828994-2829393


8410
516
sema domain, immunoglobulin domain (Ig),
0.212
2834784-2835155




short basic domain, secreted, (semaphorin) 3C


8440
510
a disintegrin-like and metallopeptidase
0.139
2845165-2845528




(reprolysin type) with thrombospondin type 1




motif, 4


8500
495
natriuretic peptide precursor type A
1.563
2864212-2864568


8504
494
chemokine (C—X—C motif) ligand 10
1.586
2865648-2866015


8531
490
interleukin 15
1.901
2874576-2874952


8553
485
interleukin 11
0.384
2881854-2882091


8560
485
retinoic acid receptor responder (tazarotene
0.687
2883778-2884132




induced) 2


8581
480
lectin, galactose binding, soluble 1
282.39
2890379-2890745


8597
477
mannan-binding lectin serine peptidase 2
0.156
2896069-2896411


8647
467
RIKEN cDNA 2300009A05 gene
0.768
2912945-2913330


8696
459
CSF 2 (granulocyte-macrophage)
1.109
2928757-2929061


8697
459
interleukin 18 binding protein
1.553
2929062-2929418


8698
459
prenylcysteine oxidase 1 like
0.228
2929419-2929743


8708
456
apolipoprotein O-like
0.456
2932503-2932836


8713
455
neuron derived neurotrophic factor
1.137
2933997-2934318


8746
450
TNF receptor superfamily, member 4
0.392
2944708-2945036


8753
449
sparc/osteonectin, cwcv & kazal-like domains
0.172
2946657-2946988




proteoglycan 1


8756
449
integrin 1
0.15
2947656-2948022


8777
444
laminin, 2
0.046
2954307-2954650


8784
443
thyroglobulin
0.076
2956549-2956869


8821
437
apolipoprotein M
0.598
2967624-2967944


8871
423
spondin 2, extracellular matrix protein
0.189
2982359-2982686


8876
422
elastin microfibril interfacer 2
0.11
2983901-2984203


8916
414
anti-Mullerian hormone
0.248
2995308-2995592


8935
409
carboxypeptidase N, polypeptide 1
0.233
3000705-3001032


8945
407
insulin-like growth factor binding protein 6
0.548
3003421-3003704


9021
387
hemopexin
0.262
3023816-3024122


9063
374
periostin, osteoblast specific factor
0.118
3034618-3034877


9064
373
complement component 8, γ polypeptide
0.685
3034878-3035143


9079
370
neuregulin 3
0.146
3038641-3038935


9116
361
RIKEN cDNA 1190002N15 gene
0.094
3047961-3048223


9120
360
adrenomedullin
0.331
3048901-3049164


9131
357
apolipoprotein A-II
1.494
3051648-3051933


9136
356
nonagouti
0.963
3052970-3053198


9151
352
TNF receptor superfamily, member 22
0.691
3056380-3056639


9164
348
TNF (ligand) superfamily, member 11
0.157
3058993-3059213


9185
344
Serine (or Cys) peptidase inhibitor, clade C
0.158
3063585-3063840




(antithrombin), member 1


9207
339
RIKEN cDNA A430110N23 gene
0.132
3068647-3068843


9212
339
canopy 4 homolog (zebrafish)
0.335
3069460-3069696


9230
335
regenerating islet-derived 3 γ
0.43
3073532-3073815


9244
331
arylsulfatase K
0.177
3076784-3077031


9267
324
cerebral dopamine neurotrophic factor
0.109
3081521-3081786


9274
322
bone morphogenetic protein 6
0.219
3083187-3083415


9290
319
carboxypeptidase B2 (plasma)
0.216
3086591-3086854


9293
318
deoxyribonuclease 1-like 2
0.409
3087405-3087662


9295
318
apolipoprotein H
0.493
3087876-3088127


9307
312
growth hormone receptor
0.289
3090523-3090733


9325
307
transglutaminase 4 (prostate)
0.112
3094562-3094802


9363
296
oncostatin M
0.135
3102482-3102721


9366
295
osteomodulin
0.169
3103083-3103312


9367
295
Fc receptor, IgG, low affinity IIb
0.189
3103313-3103351


9368
295
DAN domain family, member 5
0.189
3103352-3103518


9375
293
antigen p97 (melanoma associated) identified
0.073
3104582-3104752




by mAbs 133.2 and 96.5


9394
285
carboxylesterase 7
0.166
3108135-3108339


9402
282
ISG15 ubiquitin-like modifier
1.263
3109784-3109974


9403
282
RIKEN cDNA 4930486L24 gene
0.203
3109975-3110173


9404
281
transmembrane protein 25
0.122
3110174-3110389


9412
278
cDNA sequence BC039632
0.114
3111726-3111929


9431
270
GLI pathogenesis-related 1 (glioma)
0.512
3115200-3115432


9461
260
carbonic anhydrase 15
0.231
3120401-3120588


9518
237
cytotoxic T lymphocyte-associated protein 2
0.174
3129312-3129456


9536
233
laminin γ 3
0.04
3131997-3132159


9560
222
RIKEN cDNA 1110058L19 gene
0.33
3135368-3135519


9593
210
family with sequence similarity 20, member B
0.05
3139182-3139331


9604
205
sparc/osteonectin, cwcv and kazal-like
0.313
3140413-3140532




domains proteoglycan 2


9611
202
chemokine (C-C motif) ligand 9
0.268
3141032-3141071


9654
185
cerebellin 3 precursor protein
0.051
3144853-3144886


9673
174
cellular repressor of E1A-stimulated genes 2
0.11
3146685-3146736


9694
166
histocompatibility 2, M region locus 3
0.309
NA-NA


9720
149
chemokine (C—X—C motif) ligand 3
0.148
3149776-3149850


9740
139
β cellulin, epidermal growth factor family
0.073
3150839-3150877




member


9742
139
hyaluronoglucosaminidase 1
0.064
3150976-3151021


9756
131
glutathione peroxidase 3
0.087
3151589-3151685


3157149
488
tectorin β
0.18
3161121-3161220


3157152
479
angiogenin, ribonuclease, RNase A family, 5
0.895
3217891-3217990


3157165
234
surfactant associated protein D
0.176
3266005-3266104


3157173
1664
transcobalamin 2
5.78
3266205-3266304


3157204
1498
NA
0.661
3239917-3240016


3157207
463
epiphycan
0.269
3166484-3166583


3157217
384
thrombospondin, type I, domain containing 4
0.044
3224191-3224290


3157225
705
renalase, FAD-dependent amine oxidase
2.03
3245517-3245616


3157231
468
macrophage stimulating 1 (hepatocyte growth
0.205
3240817-3240916




factor-like)


3157234
711
neuregulin 4
1.009
3219591-3219690


3157276
1883
cell adhesion molecule with homology to
0.289
3252517-3252616




L1CAM


3157279
427
ectonucleotide pyrophosphatase/
0.153
3182184-3182283




phosphodiesterase 3


3157283
323
NA
0.115
3279349-3279448


3157286
416
C1q-like 3
0.132
3208858-3208957


3157290
388
carbonic anhydrase 11
0.267
3238117-3238216


3157305
665
angiomotin
0.309
3173084-3173183


3157331
711
isthmin 1 homolog (zebrafish)
0.244
3172584-3172683


3157343
370
predicted gene 1019
0.391
3193971-3194070


3157352
311
killer cell lectin-like receptor, subfamily D,
0.43
3221191-3221290




member 1


3157362
1350
immunoglobulin superfamily containing
2.61
3279049-3279148




leucine-rich repeat


3157366
450
angiotensinogen (serpin peptidase inhibitor,
0.242
3260305-3260404




clade A, member 8)


3157368
373
interleukin 16
0.075
3232717-3232816


3157372
584
lipase, family member N
0.389
3192971-3193070


3157373
339
angiopoietin 4
0.222
3239317-3239416


3157414
285
glycine receptor, β subunit
0.096
3187971-3188070


3157415
568
integrin 6
0.213
3201597-3201696


3157422
1431
G protein-coupled receptor 125
1.185
3236817-3236916


3157455
494
dehydrogenase/reductase (SDR family)
0.832
3255005-3255104




member 7C


3157459
250
chemokine (C-C motif) ligand 11
0.299
3199071-3199170


3157475
403
paraoxonase 3
0.226
3268005-3268104


3157481
804
follistatin-like 4
0.303
3183884-3183983


3157491
639
G protein-coupled receptor 98
0.033
3188771-3188870


3157500
458
seizure related gene 6
0.114
3189371-3189470


3157503
787
pentraxin related gene
1.801
3175884-3175983


3157510
700
secretory leukocyte peptidase inhibitor
7.778
3248817-3248916


3157516
361
roundabout homolog 4 (Drosophila)
0.098
3164884-3164983


3157520
492
complement component 1, r subcomponent-
0.264
3224791-3224890




like


3157537
234
mucin 13, epithelial transmembrane
0.08
3203297-3203396


3157558
742
chemokine (C-C motif) ligand 7
6.395
3279849-3279948


3157590
520
interleukin 13 receptor, 2
0.336
3213558-3213657


3157601
267
fukutin related protein
0.095
3212358-3212457


3157619
289
fin bud initiation factor homolog (zebrafish)
0.14
3185471-3185570


3157676
961
extracellular matrix protein 2, female organ
0.343
3256205-3256304




and adipocyte specific


3157717
366
Fras1 related extracellular matrix protein 1
0.039
3271296-3271395


3157721
413
EGF-like module containing, mucin-like,
0.249
3218391-3218490




hormone receptor-like sequence 1


3157729
356
tectorin
0.049
3257705-3257804


3157760
967
interleukin 7 receptor
0.428
3216691-3216790


3157775
648
multiple EGF-like-domains 6
0.147
3174384-3174483


3157796
402
secreted phosphoprotein 2
0.468
3270196-3270295


3157845
837
mast cell protease 8
4.869
3206558-3206657


3157850
577
collagen, type XV, 1
0.108
3250617-3250716


3157858
323
apolipoprotein E
0.255
3172384-3172483


3157868
306
cathelicidin antimicrobial peptide
0.513
3234517-3234616


3157885
1542
sema domain, immunoglobulin domain (Ig),
0.705
3168184-3168283




short basic domain, secreted, (semaphorin) 3A


3157898
422
a disintegrin-like and metallopeptidase
0.115
3193471-3193570




(reprolysin type) with thrombospondin type 1




motif, 15


3157902
1558
fibrillin 1
0.197
3211258-3211357


3157936
2200
laminin, 3
0.41
3160721-3160820


3157937
697
collagen, type XVII, 1
0.131
3163384-3163483


3157938
372
secretagogin, EF-hand calcium binding protein
0.26
3258005-3258104


3157949
477
protein C
0.42
3271796-3271895


3157974
2507
thrombospondin 2
1.595
3265805-3265904


3157977
1031
interleukin 7
0.642
3242917-3243016


3158019
362
ABO blood group (transferase A, 1-3-N-
0.204
3185571-3185670




acetylgalactosaminyltransferase, transferase B,




1-3-galactosyltransferase)


3158024
541
immunoglobulin superfamily, member 10
0.078
3194171-3194270


3158034
923
HtrA serine peptidase 3
0.583
3258505-3258604


3158038
176
Fc receptor, IgE, high affinity I, gamma
0.258
3201197-3201296




polypeptide


3158050
435
lumican
0.209
3262905-3263004


3158075
480
potassium inwardly-rectifying channel,
0.297
3169184-3169283




subfamily J, member 3


3158077
496
fibulin 5
0.198
3239017-3239116


3158079
282
expressed sequence AI462493
0.577
3210858-3210957


3158107
484
scavenger receptor cysteine rich domain
0.181
3161821-3161920




containing, group B (4 domains)


3158135
418
mannan-binding lectin serine peptidase 1
0.152
3282249-3282348


3158185
485
interleukin 1 family, member 9
2.527
3241217-3241316


3158191
197
dermatopontin
0.125
3210958-3211057


3158201
416
matrix metallopeptidase 21
0.224
3195471-3195570


3158209
1954
fibroblast growth factor receptor 2
2.109
3207458-3207557


3158212
2457
RIKEN cDNA 1300010F03 gene
0.56
3182084-3182183


3158227
235
bactericidal/permeability-increasing protein-
0.101
3160521-3160620




like 2


3158236
1428
R-spondin 3 homolog (Xenopus laevis)
0.883
3261305-3261404


3158246
338
coagulation factor VII
0.181
3207558-3207657


3158249
442
amylase 1, salivary
0.247
3203097-3203196


3158274
393
C-type lectin domain family 18, member A
0.214
3219791-3219890


3158294
648
matrix metallopeptidase 2
0.413
3214291-3214390


3158295
426
stratifin
0.681
3216091-3216190


3158307
369
placental growth factor
0.923
3227817-3227916


3158309
408
adiponectin, C1Q and collagen domain
0.331
3225317-3225416




containing


3158310
262
neuropeptide B
0.483
3278149-3278248


3158331
982
NEL-like 1 (chicken)
0.565
3163221-3163320


3158365
431
complement component factor i
0.209
3178584-3178683


3158373
246
pyroglutamylated RFamide peptide
0.172
3209458-3209557


3158381
762
CD24a antigen
0.906
3245917-3246016


3158387
364
ladinin
0.193
3193271-3193370


3158415
552
growth differentiation factor 11
0.45
3178384-3178483


3158419
1567
NA
1.244
3273596-3273695
















TABLE 13







Cell cycle/Cell Division (Chinese hamster)











SEQ


Avg
siRNA SEQ


ID NO:
consL
Description
Cov
ID NOs:














1
7293
ubiquitin specific peptidase 9, X chromosome
6.127
9772-10147


19
4458
platelet-activating factor acetylhydrolase,
4.915
15430-15711




isoform 1b, subunit 1


25
4353
PDS5, regulator of cohesion maintenance,
2.006
17099-17460




homolog B (S. cerevisiae)


81
3902
integrin β 1 (fibronectin receptor β)
126.69
35564-35891


126
3635
E2F transcription factor 3
7.133
50121-50455


146
3553
microtubule-actin crosslinking factor 1
3.329
56027-56372


149
3549
stromal antigen 1
5.503
56906-57146


189
3384
phosphatase and tensin homolog
0.633
69091-69404


214
3308
microtubule-associated protein, RP/EB
9.685
76455-76767




family, member 2


236
3232
non-SMC condensin II complex, subunit D3
5.339
83095-83338


239
3230
septin 11
14.203
83878-84130


266
3179
vascular endothelial growth factor A
18.713
92246-92594


287
3132
splicing factor 1
10.149
98068-98328


304
3108
Nipped-B homolog (Drosophila)
1.896
103144-103477


317
3089
cytoskeleton associated protein 5
5.989
106729-106971


345
3034
glycogen synthase kinase 3 β
0.647
114424-114743


375
2989
RAD21 homolog (S. pombe)
34.322
123260-123508


378
2983
tousled-like kinase 1
3.811
124295-124551


382
2979
breakpoint cluster region
3.754
125289-125540


384
2977
transcriptional regulator, SIN3A (yeast)
3.56
125791-126119


426
2925
stromal antigen 2
1.018
137619-137852


431
2919
Tia1 cytotoxic granule-associated RNA
12.569
139041-139241




binding protein-like 1


432
2919
cyclin D1
18.856
139242-139629


451
2894
kinetochore associated 1
2.501
144746-145029


477
2865
spindlin 1
18.581
151421-151677


486
2857
anaphase promoting complex subunit 1
2.309
154085-154328


510
2835
calcium/calmodulin-dependent protein kinase II γ
4.887
161048-161267


528
2814
spastin
4.005
166072-166288


540
2799
signal transducer & activator of transcription 5B
1.323
169415-169753


549
2785
AT hook containing transcription factor 1
2.992
172063-172296


573
2763
calmodulin 1
15.152
178775-179029


589
2746
nuclear protein in the AT region
2.695
183475-183690


644
2703
mitogen-activated protein kinase 6
18.977
200294-200550


658
2692
structural maintenace of chromosomes 3
18.331
204131-204513


662
2689
calcium/calmodulin-dependent protein
5.415
205498-205717




kinase II, δ


689
2670
budding uninhibited by benzimidazoles 1
3.768
213750-213996




homolog (S. cerevisiae)


745
2630
minichromosome maintenance deficient 6
38.269
230817-231043




(MIS5 homolog, yeast)


800
2590
TAF1 RNA polymerase II, TATA box
1.877
247696-248086




binding protein (TBP)-associated factor


811
2582
ajuba
12.735
251195-251502


825
2573
amyloid β (A4) precursor protein
165.22
255412-255644


838
2566
anaphase promoting complex subunit 4
10.429
259583-259826


866
2552
timeless homolog (Drosophila)
1.453
267981-268365


873
2550
cyclin G associated kinase
4.774
270072-270372


885
2543
platelet-derived growth factor, C polypeptide
3.586
273882-274243


889
2543
katanin p80 (WD40-containing) subunit B 1
12.112
275290-275634


891
2542
RB1-inducible coiled-coil 1
2.069
275944-276175


898
2540
kinesin family member 20B
10.559
278267-278603


899
2538
transformation related protein 53 binding
2.893
278604-278960




protein 2


905
2536
ADP-ribosylation factor-like 8B
2.122
280457-280707


913
2532
proteaseome (prosome, macropain) 28 subunit, 3
21.397
283197-283568


965
2501
ubiquitin specific peptidase 16
11.237
300334-300663


990
2488
ubiquitin-conjugating enzyme E2I
38.98
308789-309160


1006
2477
large tumor suppressor 2
3.379
314156-314545


1009
2476
transcription factor Dp 2
2.614
315253-315631


1051
2450
anaphase-promoting complex subunit 5
60.895
329249-329648


1053
2449
polycystic kidney disease 1 homolog
1.249
330038-330429


1062
2447
septin 2
12.767
333080-333462


1068
2441
chromatin assembly factor 1, subunit
6.127
334746-335135




A (p150)


1070
2440
promyelocytic leukemia
1.141
335490-335874


1082
2434
tousled-like kinase 2 (Arabidopsis)
5.586
339541-339778


1091
2431
ligase I, DNA, ATP-dependent
14.03
342515-342854


1102
2427
CTF18, chromosome transmission fidelity
3.974
346257-346598




factor 18 homolog (S. cerevisiae)


1103
2426
dystonin
1.863
346599-346975


1188
2387
WEE 1 homolog 1 (S. pombe)
5.458
375593-375982


1208
2379
CDC14 cell division cycle 14 homolog A
2.141
381807-382191




(S. cerevisiae)


1247
2359
microtubule-associated protein, RP/EB
18.63
394632-394981




family, member 1


1255
2354
centrosomal protein 110
0.814
397494-397774


1261
2353
ligase III, DNA, ATP-dependent
1.44
399254-399624


1321
2325
beta-transducin repeat containing protein
2.152
419725-419957


1327
2324
centrosomal protein 55
19.363
421520-421872


1329
2323
adenomatosis polyposis coli
0.997
422123-422508


1341
2318
cell division cycle 73, Paf1/RNA polymerase II
3.662
426333-426720




complex component, homolog (S. cerevisiae)


1353
2311
centrosomal protein 63
8.32
430642-430998


1354
2311
high mobility group box 1
4.567
430999-431370


1369
2302
protein phosphatase 1, catalytic subunit,
113.24
436277-436523




γ isoform


1403
2287
structural maintenance of chromosomes 1A
13.394
447520-447805


1425
2276
minichromosome maintenance deficient 5,
20.01
455118-455499




cell division cycle 46 (S. cerevisiae)


1438
2270
cysteine and glycine-rich protein 2
2.431
459534-459931




binding protein


1505
2243
growth arrest-specific 2 like 1
14.15
482255-482606


1523
2239
TSPY-like 2
4.364
487980-488352


1532
2236
CDC16 cell division cycle 16 homolog
61.55
491125-491521




(S. cerevisiae)


1537
2234
anaphase promoting complex subunit 2
8.972
492880-493248


1542
2232
Jun oncogene
5.841
494469-494742


1554
2228
SUMO/sentrin specific peptidase 5
1.726
498550-498878


1557
2227
annexin A11
55.57
499580-499921


1560
2227
SET domain containing (lysine
16.79
500465-500805




methyltransferase) 8


1562
2226
small G protein signaling modulator 3
9.371
501162-501548


1565
2224
ZW10 homolog (Drosophila), centromere/
12.63
502292-502621




kinetochore protein


1571
2221
RAD17 homolog (S. pombe)
7.172
504416-504768


1582
2214
family with sequence similarity 83, member D
12.85
508106-508316


1593
2210
rho/rac guanine nucleotide exchange factor (GEF) 2
3.451
511846-512237


1608
2206
minichromosome maintenance deficient 3
24.19
517207-517557




(S. cerevisiae)


1638
2194
polo-like kinase 2 (Drosophila)
4.793
527681-527996


1706
2173
catalase
18.084
551058-551444


1716
2169
cyclin G2
4.918
554595-554969


1724
2167
E4F transcription factor 1
4.358
557314-557678


1726
2166
cyclin I
14.85
558041-558430


1741
2160
non-SMC condensin I complex, subunit D2
12.081
563227-563611


1743
2159
polymerase (DNA directed) sigma
11.13
563897-564261


1744
2159
RIKEN cDNA 2400003C14 gene
16.24
564262-564570


1746
2159
transformation/transcription domain-
0.661
564955-565345




associated protein


1749
2158
minichromosome maintenance deficient 7
52.55
566044-566427




(S. cerevisiae)


1750
2158
retinoblastoma 1
1.741
566428-566760


1758
2157
protein phosphatase 1G (formerly 2C), Mg-
65.51
569118-569459




dependent, γ isoform


1767
2154
programmed cell death 6 interacting protein
24.67
572196-572546


1822
2137
polo-like kinase 1 (Drosophila)
42.62
591133-591528


1829
2135
amyloid β (A4) precursor protein-binding,
13.93
593493-593882




family B, member 1


1837
2132
polycystic kidney disease 2
2.329
596164-596507


1838
2132
proviral integration site 3
16.75
596508-596892


1849
2128
NIMA (never in mitosis gene a)-related
11.135
600327-600624




expressed kinase 6


1856
2126
SEH1-like (S. cerevisiae)
6.521
602767-603120


1860
2124
cyclin G1
3.56
603997-604346


1874
2121
NIMA (never in mitosis gene a)-related
5.452
608758-609143




expressed kinase 9


1882
2118
ubiquitin-like modifier activating enzyme 3
26.578
611535-611917


1897
2113
RIKEN cDNA 2010005J08 gene
3.915
616258-616623


1910
2110
macrophage erythroblast attacher
48.23
620748-621108


1939
2098
leucine zipper, putative tumor suppressor 2
14.19
630655-630915


1944
2097
cell division cycle 42 homolog (S. cerevisiae)
189.61
632324-632630


1972
2086
protein phosphatase 1, catalytic subunit,
1.708
642111-642462




β isoform


2029
2068
heat shock protein 8
891.02
660889-661277


2078
2050
cyclin F
3.468
677909-678208


2094
2045
polo-like kinase 3 (Drosophila)
7.762
683175-683550


2105
2042
CD2-associated protein
0.744
686855-687170


2111
2040
cyclin D binding myb-like transcription
1.893
688585-688896




factor 1


2121
2035
Fanconi anemia, complementation group D2
1.038
691993-692390


2131
2032
minichromosome maintenance deficient 2
14.00
695280-695591




mitotin (S. cerevisiae)


2139
2030
multiple endocrine neoplasia 1
2.911
698091-698430


2182
2017
inhibitor of growth family, member 1
6.197
712451-712798


2235
2001
septin 7
3.112
730587-730976


2257
1993
cell division cycle 27 homolog (S. cerevisiae)
0.583
738313-738671


2283
1987
MAP-kinase activating death domain
1.589
747015-747324


2293
1985
adaptor protein, phosphotyrosine interaction,
0.781
750597-750920




PH domain and leucine zipper containing 1


2297
1984
protein phosphatase 3, catalytic subunit, isoform
4.715
751950-752267


2346
1973
calmodulin 3
14.01
768392-768693


2378
1963
ubiquitin-like, containing PHD & RING
7.038
778921-779204




finger domains 2


2379
1963
protein regulator of cytokinesis 1
14.63
779205-779513


2381
1963
retinoblastoma binding protein 8
4.133
779852-780237


2416
1954
kinesin family member C1
16.34
792040-792370


2426
1951
adaptor protein, phosphotyrosine interaction,
2.172
795330-795651




PH domain and leucine zipper containing 2


2430
1949
anillin, actin binding protein
2.848
796726-797054


2441
1946
CLIP associating protein 2
1.013
800461-800731


2455
1943
host cell factor C1
2.096
805085-805458


2471
1940
mutS homolog 2 (E. coli)
6.134
810424-810813


2474
1940
epiregulin
9.501
811533-811821


2505
1931
septin 8
0.895
822293-822664


2513
1930
DnaJ (Hsp40) homolog, subfamily C,
34.4
825067-825402




member 2


2515
1929
Cbp/p300-interacting transactivator, with
22.655
825796-826120




Glu/Asp-rich carboxy-terminal domain, 2


2531
1925
NDC80 homolog, kinetochore complex
20.308
831233-831608




component (S. cerevisiae)


2534
1925
signal-induced proliferation associated gene 1
3.696
832257-832632


2547
1921
cell division cycle and apoptosis regulator 1
1.757
836705-837044


2562
1916
septin 5
22.256
841871-842174


2569
1914
cyclin-dependent kinase 7 (homolog of
1.788
844194-844512





Xenopus MO15 cdk-activating kinase)



2582
1911
non-SMC condensin I complex, subunit H
14.505
848672-848987


2583
1910
inner centromere protein
4.499
848988-849386


2586
1910
par-3 partitioning defective 3 homolog B
0.422
850130-850455




(C. elegans)


2593
1909
BTG3 associated nuclear protein
4.134
852510-852846


2595
1909
DBF4 homolog (S. cerevisiae)
8.657
853157-853542


2608
1906
E2F transcription factor 1
7.007
857154-857487


2621
1902
Rac GTPase-activating protein 1
19.316
861408-861766


2634
1899
ubiquitin specific peptidase 22
1.692
865729-866104


2644
1897
protein phosphatase 2 (formerly 2A),
46.955
869071-869380




catalytic subunit, isoform


2691
1887
growth arrest specific 2
2.282
885284-885579


2693
1886
ring finger protein 2
1.202
885899-886287


2707
1882
fizzy/cell division cycle 20 related 1
24.719
890466-890779




(Drosophila)


2728
1875
STE20-related kinase adaptor
12.387
897852-898184


2745
1872
mitotic arrest deficient 1-like 1
4.132
903571-903958


2781
1861
histone deacetylase 3
24.855
916015-916347


2792
1859
Mdm2, transformed 3T3 cell double minute
1.49
919781-920087




p53 binding protein


2793
1858
non-SMC condensin II complex, subunit G2
2.181
920088-920444


2809
1855
cell division cycle 25 homolog A (S. pombe)
1.851
925695-926050


2817
1854
regulator of chromosome condensation
4.485
928459-928777




(RCC1) and BTB (POZ) domain containing




protein 1


2834
1851
neuroblastoma ras oncogene
2.46
934198-934494


2844
1847
large tumor suppressor
0.394
937654-937969


2848
1847
RAD9 homolog (S. pombe)
13.395
938950-939251


2896
1832
centromere protein E
1.871
955437-955745


2904
1829
breast cancer 1
7.497
958124-958436


2910
1827
cyclin D2
1.579
960077-960401


2925
1823
cell division cycle 45 homolog
5.32
965312-965711




(S. cerevisiae-like)


2968
1810
E2F transcription factor 6
4.213
980320-980709


2971
1808
E2F transcription factor 4
11.352
981429-981759


2984
1804
Jun-B oncogene
63.645
985798-986175


3006
1794
retinoblastoma binding protein 4
5.65
993294-993657


3033
1784
3-phosphoglycerate dehydrogenase
126.19
1002179-1002496


3034
1784
cell division cycle 20 homolog (S. cerevisiae)
79.792
1002497-1002849


3039
1783
vacuolar protein sorting 4b (yeast)
2.342
1004233-1004573


3051
1779
suppressor of variegation 3-9 homolog 1
2.513
1008311-1008610




(Drosophila)


3066
1776
mitogen-activated protein kinase 3
37.586
1013377-1013718


3067
1775
fibroblast growth factor 7
1.663
1013719-1014044


3081
1772
septin 6
16.844
1018327-1018620


3110
1766
protein kinase, membrane associated tyrosine/
10.224
1028441-1028755




threonine 1


3145
1758
cyclin D3
23.86
1040554-1040910


3149
1757
retinoblastoma-like 2
1.946
1041915-1042243


3152
1756
lin-9 homolog (C. elegans)
0.83
1042878-1043200


3161
1755
E2F transcription factor 8
1.759
1046151-1046504


3171
1752
chromatin assembly factor 1, subunit B (p60)
14.978
1049710-1050012


3177
1750
CDC23 (cell division cycle 23, yeast
2.323
1051775-1052083




homolog)


3214
1742
RAD50 interactor 1
2.415
1064421-1064789


3215
1742
c-ab1 oncogene 1, receptor tyrosine kinase
0.436
1064790-1065134


3238
1738
high mobility group AT-hook 2
0.823
1072519-1072837


3256
1733
potassium channel tetramerisation domain
2.201
1078388-1078757




containing 11


3283
1723
protein phosphatase 1D magnesium-
2.77
1087491-1087869




dependent, δ isoform


3289
1721
menage a trois 1
12.96
1089606-1089959


3301
1718
peripheral myelin protein 22
9.401
1093771-1094161


3306
1717
CLIP associating protein 1
0.948
1095379-1095748


3338
1709
NEDD8 activating enzyme E1 subunit 1
9.826
1106097-1106429


3390
1696
cell division cycle 2-like 1
17.014
1124002-1124331


3419
1688
bladder cancer associated protein homolog
4.537
1133723-1134082




(human)


3426
1687
regulator of chromosome condensation 1
4.314
1136021-1136304


3474
1673
cyclin A2
5.366
1151948-1152332


3505
1668
katanin p60 (ATPase-containing) subunit A1
32.182
1162218-1162611


3551
1656
RIKEN cDNA B230120H23 gene
0.667
1177903-1178190


3559
1654
SKI-like
1.243
1180446-1180768


3574
1650
cell division cycle 6 homolog (S. cerevisiae)
2.478
1185367-1185759


3577
1650
cell division cycle 25 homolog B (S. pombe)
1.866
1186395-1186715


3583
1649
checkpoint kinase 1 homolog (S. pombe)
3.146
1188354-1188736


3598
1645
cyclin-dependent kinase 2
16.205
1193336-1193684


3604
1644
excision repair cross-complementing rodent
3.307
1195379-1195725




repair deficiency complementation group 6-like


3605
1644
vacuolar protein sorting 24 (yeast)
5.661
1195726-1196052


3652
1633
minichromosome maintenance deficient 8
2.747
1211842-1212151




(S. cerevisiae)


3699
1623
transforming, acidic coiled-coil containing
13.073
1227651-1228044




protein 3


3705
1622
seven in absentia 2
1.664
1229814-1230210


3727
1618
vascular endothelial growth factor C
10.284
1237351-1237686


3736
1616
cullin 7
1.583
1240268-1240610


3743
1614
thioredoxin interacting protein
5.1
1242664-1242964


3761
1609
ataxia telangiectasia mutated homolog
0.181
1248864-1249255




(human)


3768
1607
protein (peptidyl-prolyl cis/trans isomerase)
5.639
1251267-1251627




NIMA-interacting 1


3773
1605
inhibitor of growth family, member 4
12.81
1252896-1253239


3787
1601
transcription factor Dp 1
6.434
1257788-1258139


3792
1600
salt inducible kinase 1
0.413
1259549-1259840


3804
1596
RIKEN cDNA 6720463M24 gene
2.973
1263541-1263924


3828
1591
cyclin K
1.622
1271584-1271845


3855
1584
activating transcription factor 5
9.537
1280625-1280989


3865
1582
nuclear autoantigenic sperm protein
31.057
1283868-1284213




(histone-binding)


3885
1577
SWI/SNF related, matrix associated, actin
11.687
1290692-1291012




dependent regulator of chromatin, subfamily b,




member 1


3907
1573
Zwilch, kinetochore associated, homolog
1.026
1297895-1298179




(Drosophila)


3910
1572
cyclin B1
25.641
1298863-1299236


3913
1571
signal transducer and activator of transcription
1.268
1299843-1300222




5A


3921
1568
zinc finger protein 369
5.039
1302401-1302734


3969
1558
chromatin modifying protein 1A
7.377
1318357-1318651


4008
1547
Fanconi anemia, complementation group I
1.721
1331437-1331720


4010
1547
septin 9
27.144
1332075-1332392


4016
1545
aryl-hydrocarbon receptor
0.43
1334066-1334367


4023
1544
Wilms' tumour 1-associating protein
2.862
1336382-1336718


4069
1531
ubiquitin-like, containing PHD & RING
6.026
1351856-1352193




finger domains, 1


4071
1530
NIMA-related expressed kinase 2
2.858
1352509-1352861


4090
1525
zinc finger, C3HC type 1
17.029
1358571-1358886


4097
1523
RuvB-like protein 1
55.736
1360967-1361271


4103
1522
HAUS augmin-like complex, subunit 4
20.991
1362890-1363204


4140
1514
E2F transcription factor 5
2.277
1375653-1375938


4154
1511
transformed mouse 3T3 cell double minute 2
3.215
1380172-1380483


4156
1511
EP300 interacting inhibitor of differentiation 1
21.285
1380867-1381243


4160
1510
fibronectin type 3 and SPRY domain-
2.066
1382212-1382607




containing protein


4171
1508
casein kinase 2, prime polypeptide
16.889
1385888-1386249


4193
1502
mitogen-activated protein kinase 1
15.004
1393467-1393856


4199
1500
cytoskeleton associated protein 2
1.674
1395624-1396011


4233
1494
protein phosphatase 6, catalytic subunit
9.673
1407109-1407417


4255
1491
budding uninhibited by benzimidazoles 1
2.264
1414236-1414628




homolog, β (S. cerevisiae)


4266
1488
tumor susceptibility gene 101
23.4
1417992-1418306


4268
1487
STE20-related kinase adaptor β
1.082
1418669-1418996


4290
1482
mutL homolog 1 (E. coli)
5.514
1426359-1426686


4304
1480
KH domain containing, RNA binding, signal
4.254
1431183-1431494




transduction associated 1


4339
1472
helicase, lymphoid specific
0.521
1442541-1442877


4380
1463
pelota homolog (Drosophila)
13.919
1456293-1456635


4414
1456
cyclin-dependent kinase 5
3.895
1467595-1467925


4476
1442
ring finger protein 8
3.436
1488202-1488477


4480
1441
cyclin B2
64.86
1489394-1489722


4491
1439
ADP-ribosylation factor-like 8A
11.733
1492911-1493304


4537
1428
dual specificity phosphatase 1
8.225
1507891-1508212


4554
1425
growth arrest and DNA-damage-inducible, β
3.26
1513621-1513922




interacting protein 1


4632
1407
cell division cycle 7 (S. cerevisiae)
2.07
1539427-1539781


4685
1394
annexin A1
186.99
1557035-1557427


4702
1391
chromatin licensing and DNA replication factor 1
5.76
1563109-1563436


4728
1387
acidic (leucine-rich) nuclear phosphoprotein
140.45
1571589-1571985




32 family, member B


4729
1387
regulator of chromosome condensation 2
9.39
1571986-1572324


4732
1386
sirtuin 2 (silent mating type information
9.325
1573015-1573411




regulation 2, homolog) (S. cerevisiae)


4747
1383
seven in absentia 1A
1.166
1578078-1578382


4775
1373
ecotropic viral integration site 5
1.536
1587335-1587660


4777
1373
zinc finger protein 830
2.475
1587986-1588305


4792
1371
protein phosphatase 1, catalytic subunit,
294.16
1593376-1593702




isoform


4811
1366
coiled-coil domain containing 99
1.214
1599899-1600288


4839
1360
cyclin-dependent kinase 4
100.24
1609522-1609852


4882
1350
nuclear factor of activated T-cells,
0.584
1623871-1624266




cytoplasmic, calcineurin-dependent 1


4893
1348
vacuolar protein sorting 4a (yeast)
1.43
1627799-1628173


4897
1348
anaphase promoting complex subunit 7
3.347
1629252-1629559


4957
1336
transformation related p53
6.608
1649857-1650157


4969
1332
TGFβ-regulated gene 1
16.316
1654114-1654473


4976
1330
nucleoporin 214
0.854
1656631-1657026


4978
1330
homeo box B4
1.659
1657427-1657747


5039
1316
S-phase kinase-associated protein 2 (p45)
0.814
1678054-1678363


5104
1300
nuclear distribution gene C homolog
102.46
1699971-1700369




(Aspergillus)


5201
1281
cyclin D-type binding-protein 1
14.126
1733399-1733721


5208
1279
nucleolar and spindle associated protein 1
2.386
1735724-1736042


5221
1275
growth arrest and DNA-damage-inducible 45 β
21.495
1740423-1740753


5268
1267
F-box protein 5
1.752
1756030-1756337


5277
1265
COP9 (constitutive photomorphogenic)
22.12
1759189-1759545




homolog, subunit 5 (Arabidopsis)


5287
1263
nucleophosmin 1
155.72
1762731-1763125


5319
1255
chromatin modifying protein 1B
4.81
1773630-1773932


5357
1245
TGFβ1
13.689
1787146-1787456


5370
1243
HAUS augmin-like complex, subunit 7
59.234
1791926-1792280


5373
1242
H2A histone family, member X
35.377
1792920-1793310


5389
1239
high mobility group 20 B
18.123
1798703-1799083


5399
1238
RAN, member RAS Oncogene family
61.23
1802120-1802418


5401
1237
nucleoporin 37
8.371
1802806-1803091


5443
1227
CHK2 checkpoint homolog (S. pombe)
1.749
1817364-1817648


5448
1226
RIKEN cDNA F630043A04 gene
2.085
1819143-1819511


5459
1223
BRCA2 and CDKN1A interacting protein
22.32
1823218-1823604


5476
1218
cell division cycle 123 homolog
19.04
1829272-1829545




(S. cerevisiae)


5513
1209
NIMA (never in mitosis gene a)-related
0.751
1842362-1842733




expressed kinase 1


5531
1204
DNA cross-link repair 1A, PSO2 homolog
0.722
1848560-1848902




(S. cerevisiae)


5560
1198
forkhead box N3
0.714
1858644-1859006


5569
1196
nibrin
0.874
1861722-1862120


5580
1194
cell division cycle 2 homolog A (S. pombe)
43.513
1865374-1865693


5609
1188
F-box protein 31
1.331
1875647-1875991


5636
1182
mitogen-activated protein kinase 7
1.049
1885325-1885696


5653
1178
apoptosis antagonizing transcription factor
19.78
1891250-1891647


5667
1173
reprimo, TP53 dependent G2 arrest mediator
2.891
1896225-1896560




candidate


5676
1171
cell growth regulator with ring finger domain 1
8.143
1899574-1899946


5694
1168
vascular endothelial growth factor B
11.40
1906017-1906367


5698
1166
aurora kinase A
16.86
1907469-1907831


5701
1166
telomeric repeat binding factor 1
2.789
1908582-1908967


5729
1161
MAD2 mitotic arrest deficient-like 2 (yeast)
23.02
1918682-1919036


5746
1157
caspase 3
11.813
1924836-1925195


5773
1151
protein tyrosine phosphatase 4a1
0.279
1934685-1935079


5774
1151
centrobin, centrosomal BRCA2 interacting
1.021
1935080-1935410




protein


5787
1148
mitochondrial tumor suppressor 1
0.27
1939909-1940301


5828
1140
growth arrest and DNA-damage-inducible 45
21.77
1954514-1954899


5833
1139
cyclin H
10.28
1956302-1956671


5869
1132
cyclin-dependent kinase inhibitor 2C (p18,
13.76
1969649-1970047




inhibits CDK4)


5877
1129
E2F transcription factor 7
0.593
1972492-1972861


5881
1129
mediator of DNA damage checkpoint 1
0.237
1974024-1974400


5882
1129
calmodulin 2
263.81
1974401-1974748


5899
1124
cyclin E1
1.228
1980613-1981009


5902
1124
cell cycle related kinase
3.686
1981792-1982170


5927
1118
cyclin-dependent kinase inhibitor 2D (p19,
10.528
1990790-1991181




inhibits CDK4)


5933
1117
thioredoxin-like 4A
29.973
1993063-1993439


5997
1101
NUF2, NDC80 kinetochore complex
1.166
2016390-2016751




component, homolog (S. cerevisiae)


6008
1100
DSN1, MIND kinetochore complex
2.499
2020156-2020546




component, homolog (S. cerevisiae)


6049
1092
RIKEN cDNA 2610002M06 gene
2.988
2035042-2035392


6060
1089
cell division cycle associated 8
7.204
2039068-2039461


6065
1088
asp (abnormal spindle)-like, microcephaly
0.54
2040964-2041345




associated (Drosophila)


6084
1083
bridging integrator 3
4.997
2047682-2048036


6119
1075
ankyrin repeat domain 54
3.785
2060520-2060872


6130
1072
proline/serine-rich coiled-coil 1
1.861
2064611-2064994


6141
1070
aurora kinase B
6.311
2068620-2068994


6153
1068
max binding protein
0.824
2073201-2073580


6173
1064
CDK2 (cyclin-dependent kinase 2)-
21.227
2079920-2080306




associated protein 1


6246
1047
CDK5 and Ab1 enzyme substrate 1
0.472
2106649-2107036


6309
1031
CDK5 and Ab1 enzyme substrate 2
3.54
2128521-2128907


6318
1030
centrin 2
4.69
2131765-2132103


6434
1005
telomeric repeat binding factor 2
1.302
2173556-2173867


6480
992
cyclin-dependent kinase 6
1.042
2189891-2190242


6534
981
discs, large (Drosophila) homolog-
3.759
2208846-2209155




associated protein 5


6553
976
RIKEN cDNA 2810433K01 gene
2.289
2215581-2215976


6574
973
checkpoint with forkhead and ring finger
0.59
2222821-2223198




domains


6581
971
HAUS augmin-like complex, subunit 1
5.105
2225453-2225779


6647
960
Bmi1 polycomb ring finger oncogene
0.42
2248765-2249118


6664
956
par-6 (partitioning defective 6,) homolog
1.905
2254717-2255106




(C. elegans)


6669
955
ras homolog gene family, member U
0.296
2256530-2256915


6678
952
BCL2-antagonist/killer 1
3.0
2259855-2260161


6713
943
centrosomal protein 250
0.433
2271720-2272085


6714
942
centromere protein O
0.733
2272086-2272464


6729
939
kinesin family member 11
1.155
2277436-2277733


6782
929
nuclear distribution gene E homolog 1
7.884
2295836-2296146




(A. nidulans)


6812
922
forkhead box O4
1.102
2306279-2306609


6827
918
protein kinase inhibitor
0.376
2311372-2311759


6833
917
septin 3
0.248
2313405-2313686


6882
908
aurora kinase C
14.22
2329723-2330035


6898
903
spindle assembly 6 homolog (C. elegans)
0.224
2334515-2334801


6909
902
septin 10
4.725
2337987-2338293


6952
892
timeless interacting protein
1.598
2352399-2352710


7003
880
neural precursor cell expressed,
0.33
2369333-2369684




developmentally down-regulated gene 1


7010
877
proteasome (prosome, macropain) assembly
9.024
2371767-2372110




chaperone 2


7115
858
centromere protein H
4.014
2406674-2407073


7126
852
vasohibin 1
0.138
2410493-2410795


7151
847
germ cell-specific gene 2
0.717
2418878-2419222


7158
845
c-fos induced growth factor
3.445
2420809-2421101


7159
845
MAD2 mitotic arrest deficient-like 1 (yeast)
8.32
2421102-2421467


7175
841
baculoviral IAP repeat-containing 5
0.966
2426437-2426713


7199
838
TGFβ3
1.124
2434410-2434754


7208
836
Leu rich repeat & coiled-coil domain containing 1
0.248
2437517-2437910


7216
834
suppressor of variegation 3-9 homolog 2
0.735
2440171-2440490




(Drosophila)


7224
833
NIMA (never in mitosis gene a)-related
0.325
2443004-2443301




expressed kinase 4


7228
832
cell division cycle 25 homolog C (S. pombe)
1.85
2444341-2444625


7249
826
RIKEN cDNA 4922501C03 gene
0.438
2451461-2451761


7283
816
ribosomal protein S6
18.875
2462245-2462567


7291
813
HAUS augmin-like complex, subunit 2
3.496
2464662-2464966


7330
803
MAD2L1 binding protein
3.685
2477746-2478077


7365
796
cDNA sequence BC023882
0.603
2489301-2489640


7405
788
cell division cycle associated 3
10.276
2502489-2502808


7439
778
B-cell leukemia/lymphoma 2
0.149
2513854-2514170


7444
776
cell division cycle associated 2
0.252
2515580-2515941


7454
774
platelet derived growth factor,
4.859
2518844-2519200


7551
749
expressed sequence C79407
0.187
2550344-2550743


7554
749
enhancer of rudimentary homolog
3.142
2551508-2551815




(Drosophila)


7565
747
CDC28 protein kinase 1b
22.475
2555228-2555394


7603
738
SPC24, NDC80 kinetochore complex
1.038
2567431-2567712




component, homolog (S. cerevisiae)


7630
732
serine/threonine kinase 11
0.449
2575716-2576017


7633
731
anaphase promoting complex subunit 10
0.787
2576622-2576942


7674
720
malignant T cell amplified sequence 1
1.817
2590027-2590422


7720
710
arginine vasopressin-induced 1
19.275
2605845-2606126


7756
700
Rap1 interacting factor 1 homolog (yeast)
0.083
2618117-2618471


7781
693
proviral integration site 1
0.392
2626615-2627001


7795
691
pituitary tumor-transforming gene 1
3.612
2631430-2631804


7803
689
breast cancer 2
0.07
2634236-2634594


7838
679
par-6 (partitioning defective 6) homolog β
0.235
2645826-2646140




(C. elegans)


7841
678
NIMA (never in mitosis gene a)-related
0.716
2646895-2647246




expressed kinase 3


7864
669
amyloid beta (A4) precursor protein-binding,
0.212
2654750-2655139




family B, member 2


7879
666
cyclin-dependent kinase inhibitor 1A (P21)
3.252
2659502-2659871


7888
664
StAR-related lipid transfer (START) domain
0.12
2662630-2662978




containing 13


7899
659
ADP-ribosylation factor-like 3
2.999
2666529-2666853


7957
644
RIKEN cDNA 2810452K22 gene
4.522
2686201-2686541


8038
618
polyamine-modulated factor 1
5.098
2712675-2712999


8046
615
cell division cycle associated 5
1.215
2715194-2715557


8079
606
ADP-ribosylation factor-like 2
4.584
2726337-2726723


8095
601
cyclin-dependent kinase inhibitor 1B
0.381
2731076-2731440


8100
601
E2F transcription factor 2
0.204
2732428-2732782


8123
594
citron
0.131
2740025-2740319


8155
587
sphingomyelin phosphodiesterase 3, neutral
0.179
2750331-2750645


8174
583
mitochondrial ribosomal protein L41
0.749
2755819-2756155


8176
583
dynactin 3
1.37
2756466-2756744


8209
573
CDC28 protein kinase regulatory subunit 2
0.994
2767357-2767753


8220
569
geminin
1.653
2770484-2770876


8281
552
ubiquitin-conjugating enzyme E2C
2.402
2790466-2790755


8283
551
SPC25, NDC80 kinetochore complex
4.035
2791059-2791454




component, homolog (S. cerevisiae)


8300
548
MIS12 homolog (yeast)
0.199
2796988-2797361


8308
544
NSL1, MIND kinetochore complex
0.644
2799438-2799722




component, homolog (S. cerevisiae)


8335
539
par-3 (partitioning defective 3) homolog
0.154
2808716-2809107




(C. elegans)


8348
536
myeloid leukemia factor 1
0.454
2813229-2813621


8349
535
DNA-damage inducible transcript 3
4.982
2813622-2813956


8378
526
RIKEN cDNA 2610039C10 gene
2.336
2823614-2823897


8390
522
RAD50 homolog (S. cerevisiae)
0.102
2827676-2828022


8393
522
proline rich 5 (renal)
0.462
2828643-2828993


8398
520
cell division cycle 26
6.939
2830505-2830878


8402
519
ciliary rootlet coiled-coil, rootletin
0.102
2831925-2832268


8429
512
ligase IV, DNA, ATP-dependent
0.41
2841502-2841815


8594
478
cyclin-dependent kinase inhibitor 2B (p15,
2.07
2895015-2895359




inhibits CDK4)


8620
473
cyclin E2
0.159
2904183-2904530


8643
468
RIKEN cDNA 9130404D08 gene
0.284
2912093-2912444


8680
462
4HAUS augmin-like complex, subunit 8
1.099
2923769-2924049


8765
447
tet oncogene family member 2
0.115
2950714-2950987


8776
445
TAF10 RNA polymerase II, TATA box
1.068
2953967-2954306




binding protein (TBP)-associated factor


8808
439
centrin 3
1.05
2963461-2963764


8817
437
S100 calcium binding protein A6 (calcyclin)
10.781
2966362-2966657


8877
422
thioredoxin-like 4B
0.561
2984204-2984528


8905
416
K(lysine) acetyltransferase 2B
0.097
2992304-2992627


8932
409
SAC3 domain containing 1
0.452
2999825-3000109


8933
409
ZW10 interactor
0.203
3000110-3000428


8954
403
junction-mediating and regulatory protein
0.09
3005715-3006035


8964
401
establishment of cohesion 1 homolog 2
0.202
3008545-3008860




(S. cerevisiae)


9019
388
BCL2-associated X protein
1.131
3023234-3023515


9107
363
growth arrest-specific 2 like 3
0.094
3045621-3045858


9152
352
anaphase promoting complex subunit 13
0.808
3056640-3056878


9161
349
RAB GTPase activating protein 1
0.083
3058415-3058689


9360
297
structural maintenance of chromosomes 4
0.073
3101933-3102112


9392
286
cyclin T1
0.131
3107706-3107919


9409
280
anaphase promoting complex subunit 11
2.158
3111178-3111374


9434
270
growth arrest specific 1
0.093
3115802-3115978


9477
255
shugoshin-like 1 (S. pombe)
0.109
3123096-3123285


9504
241
protein tyrosine phosphatase, receptor type, V
0.04
3127383-3127553


9512
239
G protein-coupled receptor 132
0.098
3128448-3128607


9665
179
regulator of G-protein signaling 2
0.059
3145905-3146047


9740
139
betacellulin, EGF family member
0.073
3150839-3150877


3157247
594
endoplasmic reticulum to nucleus signaling 1
0.18
3179284-3179383


3157294
353
family with sequence similarity 33, member A
0.31
3266905-3267004


3157319
402
HAUS augmin-like complex, subunit 5
0.183
3232617-3232716


3157349
680
NA
7.561
3271596-3271695


3157464
268
TMF1-regulated nuclear protein 1
0.324
3280149-3280248


3157487
308
NIMA (never in mitosis gene a)-related
0.493
3167184-3167283




expressed kinase 11


3157523
803
centromere protein V
3.696
3267205-3267304


3157530
446
adenylate kinase 1
0.22
3212658-3212757


3157631
3098
establishment of cohesion 1 homolog 1
4.952
3198571-3198670




(S. cerevisiae)


3157646
403
hepatic nuclear factor 4,
0.092
3262105-3262204


3157712
3480
structural maintenance of chromosomes 2
1.498
3189471-3189570


3157780
1357
PEST proteolytic signal containing nuclear
2.21
3191171-3191270




protein


3157798
765
speedy homolog A (Xenopus)
0.756
3226217-3226316


3157809
1876
NA
0.817
3262505-3262604


3157812
168
sestrin 2
0.071
3260905-3261004


3157837
1573
caspase 8 associated protein 2
0.5
3184971-3185070


3157862
2352
retinoblastoma-like 1 (p107)
2.545
3265505-3265604


3157928
393
NA
0.096
3213958-3214057


3157931
840
podoplanin
8.076
3202997-3203096


3157962
4088
NA
15.347
3158921-3159020


3157993
162
epidermal growth factor receptor
0.048
3166784-3166883


3158035
383
septin 1
0.279
3259205-3259304


3158037
432
phospholipase A2, group XVI
0.124
3230917-3231016


3158121
3735
p53-inducible nuclear protein 1
2.567
3197071-3197170


3158132
612
RIKEN cDNA 4632434I11 gene
0.26
3275096-3275195


3158184
776
calcium/calmodulin-dependent protein kinase II
0.183
3257905-3258004


3158209
1954
fibroblast growth factor receptor 2
2.109
3207458-3207557


3158213
203
deleted in bladder cancer 1 (human)
0.113
3194971-3195070


3158218
4830
NA
2.47
3259005-3259104


3158295
426
stratifin
0.681
3216091-3216190


3158307
369
placental growth factor
0.923
3227817-3227916


3158328
1531
RAB11 family interacting protein 3 (class II)
0.975
3221991-3222090
















TABLE 14







Apoptosis (Chinese hamster)











SEQ


Avg
siRNA SEQ


ID NO:
consL
Description
Cov
ID NOs:














16
4536
homeodomain interacting protein kinase 1
5.166
14439-14801


21
4379
feminization 1 homolog b (C. elegans)
5.83
15971-16283


31
4290
nuclear receptor subfamily 3,
6.926
19057-19428




group C, member 1




44
4201
SH3-domain kinase binding protein 1
6.615
23443-23756


73
3972
cell adhesion molecule 1
13.147
32944-33332


102
3754
neurofibromatosis 1
1.523
42422-42742


104
3746
PHD finger protein 17
2.772
43019-43313


111
3699
intersectin 1 (SH3 domain protein 1A)
3.481
45218-45546


131
3611
mitogen-activated protein kinase 9
5.629
51635-51907


170
3445
RING1 and YY1 binding protein
15.89
63269-63644


189
3384
phosphatase and tensin homolog
0.633
69091-69404


199
3345
protein kinase C,
2.25
72112-72439


204
3339
sphingosine phosphate lyase 1
2.842
73601-73949


205
3337
unc-5 homolog B (C. elegans)
15.951
73950-74213


218
3290
alanyl-tRNA synthetase
25.07
77662-77970


243
3224
Fas-associated factor 1
10.626
85018-85295


266
3179
vascular endothelial growth factor A
18.713
92246-92594


272
3152
Rho-associated coiled-coil containing
3.17
94052-94292




protein kinase 1




279
3139
methyl CpG binding protein 2
1.23
95910-96141


293
3127
SAFB-like, transcription modulator
10.672
100152-100477


300
3115
nischarin
3.465
102105-102309


345
3034
glycogen synthase kinase 3 β
0.647
114424-114743


366
3003
cullin 1
25.78
120499-120798


375
2989
RAD21 homolog (S. pombe)
34.322
123260-123508


384
2977
transcriptional regulator, SIN3A (yeast)
3.56
125791-126119


386
2976
cytotoxic granule-associated RNA binding
1.496
126356-126593




protein 1




390
2967
tumor necrosis factor receptor
22.566
127481-127779




superfamily, member 21




394
2960
apoptosis inhibitor 5
2.055
128748-129043


419
2931
dedicator of cytokinesis 1
4.621
135539-135925


431
2919
Tia1 cytotoxic granule-associated RNA
12.569
139041-139241




binding protein-like 1




434
2913
mitogen-activated protein kinase kinase
2.174
139905-140195




kinase 7




511
2835
hypoxia inducible factor 1, subunit
6.799
161268-161478


525
2821
BCL2-like 13 (apoptosis facilitator)
7.089
165351-165590


540
2799
signal transducer and activator of
1.323
169415-169753




transcription 5B




543
2791
Janus kinase 2
4.149
170408-170768


562
2773
uveal autoantigen with coiled-coil
14.96
175535-175851




domains and ankyrin repeats




609
2735
activity-dependent neuroprotective protein
6.52
189603-189839


621
2718
catenin
30.996
192742-193116


670
2686
nuclear factor of kappa light polypeptide
4.948
208013-208351




gene enhancer in B-cells 1, p105




710
2658
TNF receptor-associated factor 3
1.284
219648-219935


729
2640
homeodomain interacting protein kinase 3
0.784
225660-225908


732
2639
transforming growth factor, β receptor I
4.064
226652-227037


825
2573
amyloid β (A4) precursor protein
165.22
255412-255644


867
2552
sphingomyelin synthase 1
9.259
268366-268630


891
2542
RB1-inducible coiled-coil 1
2.069
275944-276175


899
2538
p53-binding protein 2
2.893
278604-278960


901
2538
zinc finger matrin type 3
0.701
279250-279506


913
2532
proteaseome (prosome, macropain) 28
21.397
283197-283568




subunit, 3




933
2523
phosphatidylinositol 3-kinase, catalytic,
1.26
290027-290396




polypeptide




994
2485
Tax1 (human T-cell leukemia virus type I)
26.472
310231-310562




binding protein 1




1001
2480
myeloid cell leukemia sequence 1
11.498
312684-312913


1046
2453
TNF receptor-associated factor 7
17.763
327682-328074


1070
2440
promyelocytic leukemia
1.141
335490-335874


1096
2428
synovial apoptosis inhibitor 1, synoviolin
3.957
344178-344523


1116
2418
mutS homolog 6 (E. coli)
11.162
350996-351268


1121
2417
ubiquitin-conjugating enzyme
3.951
352601-352956




E2Z (putative)




1230
2367
mitogen-activated protein kinase 8
0.908
388975-389185


1237
2364
rabaptin, RAB GTPase binding effector
1.86
391313-391594




protein 1




1285
2341
D4, zinc and double PHD fingers family 2
14.055
407477-407781


1286
2340
RNA binding motif protein 5
6.953
407782-408116


1329
2323
adenomatosis polyposis coli
0.997
422123-422508


1340
2318
GRAM domain containing 4
3.878
426012-426332


1381
2294
Vac14 homolog (S. cerevisiae)
7.275
440226-440553


1386
2293
serine incorporator 3
64.3
441950-442265


1398
2290
phosphatidylinositol 3-kinase, regulatory
0.933
445880-446276




subunit, polypeptide 1 (p85 )




1430
2274
ring finger protein 216
2.663
456856-457171


1458
2262
Alstrom syndrome 1 homolog (human)
0.712
466342-466731


1468
2259
HLA-B-associated transcript 3
18.8
469774-470120


1469
2258
RIKEN cDNA 5730403B10 gene
2.351
470121-470460


1491
2250
BCL2-like 2
6.539
477629-477999


1520
2239
optic atrophy 1 homolog (human)
2.52
487010-487405


1547
2230
mitogen-activated protein kinase 8
5.814
496124-496454




interacting protein 1




1561
2227
autophagy/beclin 1 regulator 1
1.709
500806-501161


1572
2221
glutaminyl-tRNA synthetase
17.276
504769-505049


1596
2209
Kruppel-like factor 11
2.24
512866-513206


1610
2205
ankyrin 2, brain
0.639
517928-518264


1615
2204
interleukin-1 receptor-associated kinase 2
7.953
519606-519900


1617
2203
BCL2/adenovirus E1B interacting protein
4.764
520293-520639




3-like




1623
2201
v-raf-leukemia viral Oncogene 1
11.737
522454-522805


1625
2201
carbohydrate sulfotransferase 11
1.436
523162-523531


1640
2194
p21 protein (Cdc42/Rac)-activated kinase 2
12.908
528351-528713


1670
2185
GATA zinc finger domain containing 2A
6.186
538783-539093


1681
2181
brain derived neurotrophic factor
1.421
542519-542783


1745
2159
huntingtin interacting protein 1
2.993
564571-564954


1767
2154
programmed cell death 6
24.67
572196-572546




interacting protein




1793
2146
thymoma viral proto-oncogene 1
55.121
581286-581643


1807
2140
prion protein
10.293
586022-586407


1814
2138
autophagy-related 7 (yeast)
3.031
588504-588828


1828
2136
matrix metallopeptidase 9
16.33
593202-593492


1829
2135
amyloid beta (A4) precursor protein-
13.93
593493-593882




binding, family B, member 1




1849
2128
NIMA (never in mitosis gene a)-related
11.135
600327-600624




expressed kinase 6




1866
2123
huntingtin
0.879
606012-606402


1913
2108
apoptosis-inducing factor, mitochondrion-
114.54
621815-622188




associated 1




1925
2104
DnaJ (Hsp40) homolog, subfamily A,
15.15
625909-626254




member 3




1943
2097
chromodomain helicase DNA binding
3.526
631928-632323




protein 8




1963
2088
tumor necrosis factor receptor
0.748
638890-639228




superfamily, member 1b




1967
2087
serum/glucocorticoid regulated kinase 1
4.001
640401-640729


1971
2086
Scl/Tal1 interrupting locus
0.813
641737-642110


1974
2086
lymphotoxin B receptor
20.795
642821-643161


1985
2083
serine/threonine kinase 4
2.64
646540-646922


2003
2079
X-ray repair complementing defective
5.752
652584-652920




repair in CHO cells 5




2017
2073
myocyte enhancer factor 2D
8.208
657055-657357


2021
2072
B-cell translocation gene 2,
5.326
658375-658645




anti-proliferative




2024
2071
K(lysine) acetyltransferase 2A
4.934
659254-659597


2040
2064
STE20-like kinase (yeast)
10.306
664580-664973


2050
2061
engulfment and cell motility 2, ced-12
7.176
668000-668354




homolog (C. elegans)




2054
2059
phosphoprotein enriched in astrocytes 15A
14.429
669292-669690


2080
2049
CLPTM1-like
89.279
678524-678834


2083
2049
ADP-ribosylation factor 6
4.368
679540-679784


2124
2034
ras homolog gene family, member A
135.612
693012-693333


2139
2030
multiple endocrine neoplasia 1
2.911
698091-698430


2185
2015
myelocytomatosis oncogene
119.45
713438-713745


2193
2012
THO complex 1
2.149
716160-716525


2199
2011
autophagy-related 5 (yeast)
7.623
718183-718508


2227
2003
smoothened homolog (Drosophila)
2.634
727770-728086


2230
2002
BCL2-like 1
9.446
728838-729216


2242
1999
sequestosome 1
51.17
733070-733459


2252
1996
mitogen-activated protein kinase 5
1.378
736639-737018


2283
1987
MAP-kinase activating death domain
1.589
747015-747324


2284
1987
TNF receptor associated factor 4
7.889
747325-747659


2305
1982
thymoma viral proto-oncogene 1
21.705
754612-754878




interacting protein




2364
1967
protein disulfide isomerase associated 3
173.82
774355-774677


2367
1966
TSC22 domain family, member 3
5.809
775361-775690


2400
1959
phosphofurin acidic cluster sorting protein 2
2.811
786380-786716


2403
1958
DnaJ (Hsp40) homolog, subfamily C,
5.417
787385-787676




member 5




2450
1945
receptor (TNFRSF)-interacting serine-
0.965
803414-803712




threonine kinase 1




2471
1940
mutS homolog 2 (E. coli)
6.134
810424-810813


2496
1934
Kv channel interacting
1.03
819220-819569




protein 3, calsenilin




2515
1929
Cbp/p300-interacting trans activator, with
22.655
825796-826120




Glu/Asp-rich carboxy-terminal domain, 2




2547
1921
cell division cycle and apoptosis regulator 1
1.757
836705-837044


2599
1908
tripartite motif-containing 39
1.032
854385-854718


2608
1906
E2F transcription factor 1
7.007
857154-857487


2660
1891
TGFβ-regulated gene 4
10.934
874486-874847


2668
1890
apoptotic chromatin condensation inducer 1
3.906
877244-877643


2670
1890
BCL2-associated athanogene 3
5.061
878043-878361


2691
1887
growth arrest specific 2
2.282
885284-885579


2749
1871
protein phosphatase 1, regulatory
2.369
905145-905540




(inhibitor) subunit 13B




2790
1859
excision repair cross-complementing rodent
1.408
919056-919386




repair deficiency, complementation group 2




2811
1854
retinoic acid receptor, gamma
2.638
926437-926742


2815
1854
serine/threonine kinase 3 (Ste20,
4.084
927749-928072




yeast homolog)




2831
1851
aldehyde dehydrogenase family 1,
40.058
933071-933460




subfamily A1




2838
1850
catenin, beta like 1
20.124
935528-935906


2848
1847
RAD9 homolog (S. pombe)
13.395
938950-939251


2904
1829
breast cancer 1
7.497
958124-958436


2965
1810
protein kinase, DNA activated,
0.793
979242-979576




catalytic polypeptide




3042
1782
sphingosine-1-phosphate phosphatase 1
3.922
1005199-1005578


3054
1777
death effector domain-containing
1.323
1009277-1009659


3073
1775
vanin 1
20.503
1015567-1015901


3078
1773
zinc finger CCCH type containing 12A
3.152
1017198-1017589


3094
1769
TRAF3 interacting protein 2
4.391
1022836-1023187


3096
1769
MKL (megakaryoblastic
1.041
1023531-1023903




leukemia)/myocardin-like 1




3234
1738
FAST kinase domains 5
2.617
1071097-1071485


3268
1729
B-cell leukemia/lymphoma 6
8.467
1082762-1083124


3273
1726
tyrosine 3-monooxygenase/tryptophan 5-
62.681
1084449-1084755




monooxygenase activation protein, eta






polypeptide




3275
1726
ubiquitin-conjugating enzyme E2B, RAD6
13.78
1085017-1085315




homology (S. cerevisiae)




3289
1721
menage a trois 1
12.96
1089606-1089959


3300
1718
TNF receptor-associated factor 5
3.925
1093396-1093770


3324
1712
poly-U binding splicing factor 60
14.514
1101460-1101740


3326
1711
RIKEN cDNA 1200009F10 gene
3.501
1102067-1102381


3338
1709
NEDD8 activating enzyme E1 subunit 1
9.826
1106097-1106429


3342
1708
phosphatidylinositol glycan anchor
24.872
1107410-1107750




biosynthesis, class T




3358
1704
DNA-damage regulated autophagy
2.146
1112807-1113187




modulator 1




3382
1699
major facilitator superfamily domain
17.753
1121263-1121574




containing 10




3390
1696
cell division cycle 2-like 1
17.014
1124002-1124331


3419
1688
bladder cancer associated protein
4.537
1133723-1134082




homolog (human)




3448
1680
family with sequence similarity 188,
2.812
1143475-1143791




member A




3499
1670
SAP30 binding protein
3.008
1160338-1160643


3524
1664
integral membrane protein 2B
103.29
1168940-1169261


3540
1661
superoxide dismutase 2, mitochondrial
2.559
1174163-1174529


3559
1654
SKI-like
1.243
1180446-1180768


3651
1633
FK506 binding protein 8
53.498
1211464-1211841


3654
1632
glutamate-cysteine ligase, catalytic subunit
12.64
1212479-1212769


3685
1627
HtrA serine peptidase 2
11.095
1222907-1223252


3692
1625
family with sequence similarity 82,
4.761
1225295-1225616




member A2




3693
1624
BCL2-associated athanogene 5
26.647
1225617-1225987


3695
1623
pleiomorphic adenoma gene-like 2
0.74
1226344-1226650


3705
1622
seven in absentia 2
1.664
1229814-1230210


3710
1621
voltage-dependent anion channel 1
35.606
1231561-1231854


3736
1616
cullin 7
1.583
1240268-1240610


3749
1612
ADAMTS-like 4
2.67
1244700-1245081


3761
1609
ataxia telangiectasia mutated
0.181
1248864-1249255




homolog (human)




3776
1605
death associated protein 3
18.724
1253963-1254317


3787
1601
transcription factor Dp 1
6.434
1257788-1258139


3806
1595
adenosine deaminase
19.88
1264324-1264663


3837
1587
modulator of apoptosis 1
2.395
1274626-1274921


3855
1584
activating transcription factor 5
9.537
1280625-1280989


3913
1571
signal transducer and activator of
1.268
1299843-1300222




transcription 5A




3926
1567
clusterin
40.878
1304084-1304407


3983
1553
RAS p21 protein activator 1
0.463
1323060-1323449


3994
1550
caspase recruitment domain family,
3.045
1326706-1327065




member 10




4014
1545
protein phosphatase 2 (formerly 2A),
82.162
1333415-1333732




catalytic subunit, beta isoform




4041
1540
presenilin 1
3.007
1342545-1342881


4052
1537
BCL2-associated athanogene 4
0.353
1346314-1346657


4085
1525
RELT tumor necrosis factor receptor
2.067
1356880-1357195


4090
1525
zinc finger, C3HC type 1
17.03
1358571-1358886


4106
1522
TNF receptor-associated factor 2
7.2
1363971-1364287


4128
1517
programmed cell death 11
1.078
1371711-1372000


4152
1512
cytokine induced apoptosis inhibitor 1
6.495
1379554-1379805


4165
1510
nuclear receptor subfamily 4, group A,
3.433
1383906-1384203




member 1




4166
1509
bifunctional apoptosis regulator
2.213
1384204-1384477


4199
1500
cytoskeleton associated protein 2
1.674
1395624-1396011


4201
1500
eukaryotic translation initiation factor 2
2.46
1396283-1396617




alpha kinase 3




4202
1500
intraflagellar transport 57 homolog
4.102
1396618-1396929




(Chlamydomonas)




4247
1492
B-cell receptor-associated protein 29
2.19
1411569-1411898


4250
1492
caspase 9
1.769
1412589-1412860


4252
1491
RRN3 RNA polymerase I transcription
2.225
1413234-1413535




factor homolog (yeast)




4255
1491
budding uninhibited by benzimidazoles 1
2.264
1414236-1414628




homolog, β(S. cerevisiae)




4268
1487
STE20-related kinase adaptor beta
1.082
1418669-1418996


4275
1486
FAST kinase domains 2
4.522
1421149-1421474


4290
1482
mutL homolog 1 (E. coli)
5.514
1426359-1426686


4322
1476
phosphatidylinositol 3-kinase, regulatory
3.629
1436979-1437294




subunit, polypeptide 2 (p85 beta)




4325
1476
eukaryotic translation elongation factor 1 2
3.269
1437945-1438305


4327
1475
Notch gene homolog 2 (Drosophila)
0.347
1438663-1438970


4339
1472
helicase, lymphoid specific
0.521
1442541-1442877


4348
1470
Ras-related GTP binding A
46.31
1445616-1445968


4379
1464
SH3-domain GRB2-like B1 (endophilin)
13.153
1455957-1456292


4383
1463
tripartite motif-containing 35
1.003
1457309-1457624


4414
1456
cyclin-dependent kinase 5
3.895
1467595-1467925


4421
1455
ring finger protein 34
7.18
1469632-1469965


4433
1453
reticulon 4
53.172
1473726-1474051


4434
1453
protein kinase, interferon inducible double
5.527
1474052-1474353




stranded RNA dependent activator




4461
1446
DNA-damage-inducible transcript 4
3.353
1483293-1483590


4478
1441
CCAAT/enhancer binding protein (C/EBP), β
11.321
1488766-1489110


4504
1435
polycomb group ring finger 2
3.603
1496993-1497354


4515
1433
ceroid lipofuscinosis, neuronal 3, juvenile
2.904
1500552-1500853




(Batten, Spielmeyer-Vogt disease)




4525
1431
GATA binding protein 6
1.073
1503752-1504126


4568
1422
WW domain-containing oxidoreductase
2.113
1518412-1518773


4594
1416
transmembrane BAX inhibitor motif
16.969
1527288-1527665




containing 6




4606
1414
cold shock domain protein A
171.461
1531366-1531649


4642
1405
shisa homolog 5 (Xenopus laevis)
11.181
1542721-1542999


4668
1399
testis expressed gene 261
22.005
1551436-1551738


4682
1396
protein phosphatase 1, regulatory
1.002
1556095-1556385




(inhibitor) subunit 13 like




4705
1391
pleckstrin homology-like domain, family
17.062
1564100-1564401




A, member 3




4744
1384
fibroblast growth factor receptor 1
0.422
1577052-1577365


4747
1383
seven in absentia 1A
1.166
1578078-1578382


4764
1376
jumonji domain containing 6
14.926
1583786-1584134


4831
1362
integrator complex subunit 1
1.012
1606795-1607183


4859
1355
myocyte enhancer factor 2A
0.685
1616416-1616715


4904
1346
FAST kinase domains 3
2.435
1631671-1632058


4905
1346
mitochondrial carrier homolog 1 (C. elegans)
54.765
1632059-1632447


4912
1345
v-Ki-ras2 Kirsten rat sarcoma viral
3.151
1634477-1634773




oncogene homolog




4929
1342
tectonic family member 3
1.25
1640228-1640526


4941
1339
catenin (cadherin associated protein), β1
0.495
1644372-1644747


4944
1339
B-cell leukemia/lymphoma 10
9.013
1645462-1645856


4952
1337
tribbles homolog 3 (Drosophila)
7.419
1648199-1648515


4953
1337
mitochondrial ubiquitin ligase activator of
2.065
1648516-1648850




NFKB 1




4957
1336
transformation related protein 53
6.608
1649857-1650157


4963
1334
amyloid β(A4) precursor protein-binding,
1.378
1651979-1652331




family B, member 3




4993
1326
collagen, type XVIII, 1
0.529
1662476-1662775


5016
1320
RIKEN cDNA 4930453N24 gene
3.737
1670187-1670553


5046
1313
deoxyribonuclease II
31.897
1680451-1680725


5047
1313
estrogen receptor-binding fragment-
21.721
1680726-1681024




associated gene 9




5056
1311
BCL2-associated athanogene 1
11.445
1683576-1683895


5079
1304
baculoviral IAP repeat-containing 3
7.2
1691584-1691970


5081
1303
family with sequence similarity 176,
3.606
1692345-1692702




member A




5111
1298
brain & reproductive organ-expressed protein
57.864
1702336-1702627


5112
1297
tumor necrosis factor, -induced protein 8
5.97
1702628-1702979


5120
1295
eukaryotic translation initiation factor 5A
661.40
1705373-1705736


5131
1292
presenilin 2
2.55
1709139-1709525


5139
1291
BCL2 binding component 3
1.503
1712045-1712425


5140
1291
WD repeat domain 92
1.995
1712426-1712738


5168
1285
sphingosine kinase 2
1.151
1721818-1722158


5174
1285
death inducer-obliterator 1
1.104
1723982-1724350


5221
1275
growth arrest & DNA-damage-inducible 45 β
21.495
1740423-1740753


5222
1275
BCL2/adenovirus E1B interacting protein 3
9.252
1740754-1741152


5260
1269
receptor (TNFRSF)-interacting serine-
2.702
1753377-1753673




threonine kinase 2




5295
1259
nuclear receptor subfamily 4, group A,
0.73
1765734-1766070




member 2




5318
1255
DNA fragmentation factor, beta subunit
1.315
1773243-1773629


5328
1252
rhotekin
2.833
1776824-1777199


5357
1245
transforming growth factor, beta 1
13.689
1787146-1787456


5379
1240
baculoviral IAP repeat-containing 2
1.473
1795149-1795509


5479
1217
cytochrome c, somatic
5.321
1830214-1830597


5501
1212
microphthalmia-associated transcription factor
0.4
1838060-1838448


5506
1211
craniofacial development protein 1
17.159
1839938-1840310


5512
1210
pleckstrin homology-like domain, family
6.85
1841998-1842361




A, member 1




5532
1204
B-cell receptor-associated protein 31
116.56
1848903-1849265


5537
1202
angiopoietin-like 4
0.987
1850651-1851035


5550
1200
disintegrin & metallopeptidase domain 17
1.374
1855220-1855596


5567
1197
X-linked inhibitor of apoptosis
0.297
1861051-1861417


5568
1197
ring finger protein 130
5.397
1861418-1861721


5589
1192
Werner syndrome homolog (human)
0.711
1868474-1868871


5608
1188
caspase 12
0.856
1875252-1875646


5633
1182
Harvey rat sarcoma virus oncogene 1
4.391
1884273-1884616


5636
1182
mitogen-activated protein kinase 7
1.049
1885325-1885696


5641
1180
death effector domain-containing DNA
1.463
1887105-1887480




binding protein 2




5649
1178
STAM binding protein
2.283
1889758-1890088


5663
1175
CASP8 & FADD-like apoptosis regulator
4.448
1894743-1895132


5671
1173
programmed cell death 7
1.96
1897662-1898025


5711
1164
leucine-rich & death domain containing
2.507
1912080-1912460


5746
1157
caspase 3
11.813
1924836-1925195


5771
1151
TNFRSF1A-associated via death domain
11.061
1934043-1934332


5775
1151
cell death-inducing DFFA-like effector c
55.287
1935411-1935807


5791
1147
microtubule-associated protein 1S
6.328
1941401-1941793


5844
1137
BCL2-like 11 (apoptosis facilitator)
0.584
1960442-1960764


5854
1136
caspase 1
2.306
1964106-1964500


5862
1133
zinc finger, DHHC domain containing 16
4.4
1967129-1967439


5883
1129
X-ray repair complementing defective
6.458
1974749-1975138




repair in CHO cells 4




5906
1123
sphingosine kinase 1
15.987
1983308-1983651


5931
1117
Fas death domain-associated protein
2.242
1992296-1992675


5946
1115
diablo homolog (Drosophila)
10.353
1997873-1998247


5968
1110
amiloride-sensitive cation channel 1,
1.444
2005882-2006234




neuronal (degenerin)




5987
1104
ceroid-lipofuscinosis, neuronal 8
0.372
2012719-2013104


6050
1092
Sp110 nuclear body protein
2.119
2035393-2035780


6051
1092
phosducin-like 3
12.75
2035781-2036142


6055
1091
LPS-induced TN factor
4.202
2037259-2037644


6056
1091
programmed cell death 6
53.378
2037645-2037947


6153
1068
max binding protein
0.824
2073201-2073580


6165
1066
G2/M-phase specific E3 ubiquitin ligase
0.358
2077605-2078002


6185
1062
aminoacyl tRNA synthetase complex-
33.092
2084323-2084687




interacting multifunctional protein 1




6223
1053
glutamate-Cys ligase, modifier subunit
22.216
2098389-2098782


6239
1049
myocyte enhancer factor 2C
0.524
2104360-2104732


6252
1045
TM2 domain containing 1
2.155
2108754-2109139


6273
1039
nerve growth factor
9.393
2115896-2116286


6295
1034
forkhead box C1
0.44
2123858-2124256


6305
1031
dual-specificity tyrosine-(Y)-
0.52
2127434-2127800




phosphorylation regulated kinase 2




6312
1030
programmed cell death 2
6.216
2129627-2130022


6369
1020
programmed cell death 4
0.953
2150178-2150561


6396
1013
DNA fragmentation factor, alpha subunit
2.45
2159909-2160294


6445
1003
aminoacyl tRNA synthetase complex-
12.784
2177473-2177849




interacting multifunctional protein 2




6481
991
polymerase (DNA directed), beta
1.632
2190243-2190641


6522
984
endonuclease G
23.832
2204505-2204896


6557
975
B-cell CLL/lymphoma 7C
6.467
2216903-2217199


6572
973
transcription factor 7, T-cell specific
1.383
2222093-2222467


6624
964
tumor necrosis factor receptor
58.921
2240612-2240962




superfamily, member 12a




6644
960
sema domain, transmembrane domain (TM),
0.16
2247664-2248042




and cytoplasmic domain, (semaphorin) 6A




6647
960
Bmi1 polycomb ring finger oncogene
0.42
2248765-2249118


6678
952
BCL2-antagonist/killer 1
3
2259855-2260161


6686
950
apoptotic peptidase activating factor 1
0.325
2262408-2262743


6710
944
BCL2/adenovirus E1B interacting protein 2
15.617
2270556-2270934


6736
938
TNF receptor-associated factor 1
1.035
2279878-2280163


6786
928
steroid receptor RNA activator 1
9.006
2297190-2297589


6798
926
caspase 7
0.436
2301618-2301960


6804
924
GLI-Kruppel family member GLI2
0.489
2303659-2303992


6806
924
purine-nucleoside phosphorylase 1
10.99
2304356-2304474


6807
923
tumor necrosis factor receptor
2.901
2304475-2304854




superfamily, member 1a




6813
922
TNF, -induced protein 3
0.517
2306610-2306966


6830
918
interleukin 19
4.282
2312386-2312719


6858
913
nucleotide-binding oligomerization
0.461
2322123-2322429




domain containing 2




6866
911
GLI-Kruppel family member GLI3
1.434
2324663-2324995


6958
890
BCL2-like 12 (proline rich)
18.291
2354097-2354391


6975
887
yippee-like 3 (Drosophila)
1.989
2359942-2360263


7010
877
proteasome (prosome, macropain)
9.024
2371767-2372110




assembly chaperone 2




7015
877
TNF (ligand) superfamily, member 12
4.328
2373485-2373776


7067
866
HIV-1 tat interactive protein 2, homolog
7.75
2391070-2391405




(human)




7082
863
pleckstrin homology domain containing,
2.804
2395849-2396175




family F (with FYVE domain) member 1




7092
861
sirtuin 1 (silent mating type information
0.22
2399178-2399470




regulation 2, homolog) 1 (S. cerevisiae)




7120
855
caspase 6
4.965
2408466-2408843


7124
853
homeodomain interacting protein kinase 2
0.328
2409808-2410107


7144
849
serum/glucocorticoid regulated kinase 3
0.553
2416403-2416787


7167
843
fibroblast growth factor receptor 3
0.243
2423777-2424112


7175
841
baculoviral IAP repeat-containing 5
0.966
2426437-2426713


7187
839
nucleotide-binding oligomerization
0.746
2430407-2430803




domain containing 1




7196
838
transformation related protein 63
0.317
2433439-2433750


7199
838
transforming growth factor, beta 3
1.124
2434410-2434754


7209
836
ras homolog gene family, member B
0.721
2437911-2438277


7213
835
glutathione peroxidase 1
10.976
2439217-2439612


7244
828
cysteine-serine-rich nuclear protein 2
0.278
2449829-2450156


7283
816
ribosomal protein S6
18.875
2462245-2462567


7297
811
TNF receptor-associated factor 6
1.188
2466579-2466938


7320
807
C1D nuclear receptor co-repressor
0.376
2474231-2474564


7349
800
nucleolar protein 3 (apoptosis repressor
2.282
2484064-2484342




with CARD domain)




7374
794
ceroid-lipofuscinosis, neuronal 5
1.261
2492286-2492578


7418
785
myeloid differentiation primary response
2.514
2506840-2507215




gene 116




7424
782
RIKEN cDNA 1110007C09 gene
3.301
2508903-2509183


7426
782
engulfment and cell motility 1, ced-12
0.528
2509515-2509793




homolog (C. elegans)




7439
778
B-cell leukemia/lymphoma 2
0.149
2513854-2514170


7484
767
UDP-Gal:βGlcNAc β1,4-
0.387
2528454-2528763




galactosyltransferase, polypeptide 1




7498
765
sodium channel, voltage-gated, type II, 1
0.184
2533197-2533494


7504
763
interferon activated gene 204
9.678
2535305-2535372


7506
762
apoptosis enhancing nuclease
1.126
2535692-2536051


7528
756
transmembrane protein 85
25.649
2543334-2543651


7579
744
etoposide induced 2.4 mRNA
0.629
2559503-2559877


7584
743
apoptosis-inducing factor, mitochondrion-
0.88
2561258-2561555




associated 2




7596
740
tumor protein, translationally-controlled 1
10.23
2565288-2565685


7631
732
methyl-CpG binding domain protein 4
0.522
2576018-2576339


7651
725
BH3 interacting domain death agonist
13.705
2582517-2582823


7664
723
distal-less homeobox 1
0.37
2586625-2586998


7672
721
xeroderma pigmentosum,
1.337
2589348-2589735




complementation group A




7675
720
eukaryotic translation elongation factor 1 ε1
1.403
2590423-2590793


7689
717
BCL2/adenovirus E1B interacting protein 1
1.953
2595342-2595666


7749
702
peroxiredoxin 2
15.903
2616024-2616366


7784
693
Ser/Thr kinase 17b (apoptosis-inducing)
0.603
2627742-2628087


7794
691
giant axonal neuropathy
0.587
2631132-2631429


7803
689
breast cancer 2
0.07
2634236-2634594


7864
669
amyloid beta (A4) precursor protein-
0.212
2654750-2655139




binding, family B, member 2




7879
666
cyclin-dependent kinase inhibitor 1A (P21)
3.252
2659502-2659871


7880
666
protein phosphatase 1F (PP2C domain
2.902
2659872-2660259




containing)




7924
652
excision repair cross-complementing rodent
21.84
2675071-2675432




repair deficiency, complementation group 1




7978
639
BCL2 modifying factor
0.17
2692923-2693205


8013
630
TCF3 (E2A) fusion partner
4.464
2704602-2704917


8026
624
CASP2 and RIPK1 domain containing
1.176
2709036-2709355




adaptor with death domain




8030
623
ring finger and FYVE like domain
0.192
2710236-2710629




containing protein




8056
612
caspase 2
1.166
2718675-2719039


8065
610
testis expressed gene 11
0.205
2721707-2721990


8095
601
cyclin-dependent kinase inhibitor 1B
0.381
2731076-2731440


8100
601
E2F transcription factor 2
0.204
2732428-2732782


8116
595
inhibitor of DNA binding 1
1.398
2737742-2738071


8119
595
serglycin
9.946
2738723-2739031


8133
591
defender against cell death 1
4.551
2742894-2743239


8174
583
mitochondrial ribosomal protein L41
0.749
2755819-2756155


8191
580
RIKEN cDNA 2810002N01 gene
1.368
2761213-2761609


8218
570
interleukin 18
2.856
2769797-2770097


8241
562
BCL2-associated athanogene 2
1.083
2776948-2777283


8282
551
programmed cell death 5
3.991
2790756-2791058


8328
540
FAST kinase domains 1
0.298
2806153-2806512


8345
536
Fas (TNF receptor superfamily member 6)
0.501
2812206-2812506


8349
535
DNA-damage inducible transcript 3
4.982
2813622-2813956


8369
530
superoxide dismutase 1, soluble
9.577
2820605-2820925


8381
524
nuclear protein 1
26.14
2824647-2825002


8386
523
NADH dehydrogenase (ubiquinone) 1
1.74
2826135-2826503




subcomplex, 13




8429
512
ligase IV, DNA, ATP-dependent
0.41
2841502-2841815


8473
502
programmed cell death 10
0.375
2855519-2855901


8508
493
serine (or cysteine) peptidase inhibitor,
0.146
2867128-2867490




clade B, member 9




8543
488
NLR family, apoptosis inhibitory protein 1
0.091
2878738-2879123


8562
484
calcium and integrin binding 1 (calmyrin)
2.049
2884444-2884809


8595
478
death-associated protein
6.602
2895360-2895710


8608
475
BCL2-interacting killer
1.02
2899985-2900289


8633
470
SIVA1, apoptosis-inducing factor
2.357
2908717-2909086


8662
464
death-associated protein kinase 3
0.33
2918007-2918383


8746
450
tumor necrosis factor receptor
0.392
2944708-2945036




superfamily, member 4




8762
448
RIKEN cDNA 1700020C11 gene
0.321
2949726-2950061


8776
445
TAF10 RNA polymerase II, TATA box
1.068
2953967-2954306




binding protein (TBP)-associated factor




8785
442
zinc finger protein 346
0.244
2956870-2957191


8833
434
tumor necrosis factor (ligand) superfamily,
0.089
2971279-2971604




member 10




8911
415
vitamin D receptor
0.096
2993954-2994263


8917
414
caspase 8
0.2
2995593-2995870


8946
407
G protein-coupled receptor kinase 1
0.1
3003705-3003945


8950
405
baculoviral IAP repeat-containing 6
0.047
3004660-3004919


8954
403
junction-mediating and regulatory protein
0.09
3005715-3006035


8970
400
nuclear factor of kappa light polypeptide
0.2
3010046-3010308




gene enhancer in B-cells inhibitor, delta




8989
396
nudix (nucleoside diphosphate linked
0.696
3015481-3015727




moiety X)-type motif 2




8998
393
BCL2-associated transcription factor 1
0.506
3017654-3017919


9019
388
BCL2-associated X protein
1.131
3023234-3023515


9047
379
cell death-inducing DNA fragmentation
0.326
3030361-3030636




factor, alpha subunit-like effector B




9061
375
X-ray repair complementing defective
0.116
3034073-3034352




repair in Chinese hamster cells 2




9110
362
PRKC, apoptosis, WT1, regulator
0.2
3046374-3046623


9122
360
BCL2-associated agonist of cell death
0.429
3049436-3049721


9125
359
ring finger protein 7
0.318
3050245-3050522


9151
352
tumor necrosis factor receptor
0.691
3056380-3056639




superfamily, member 22




9168
347
ribonucleotide reductase M2 B
0.11
3059844-3060049




(TP53 inducible)




9232
334
apoptosis-associated tyrosine kinase
0.065
3074031-3074270


9276
322
purine rich element binding protein B
0.763
3083608-3083822


9291
319
TP53 regulated inhibitor of apoptosis 1
3.404
3086855-3087130


9321
307
cysteine-serine-rich nuclear protein 1
0.109
3093672-3093894


9351
299
caspase recruitment domain family,
0.076
3100085-3100282




member 14




9363
296
oncostatin M
0.135
3102482-3102721


9386
291
BCL2/adenovirus E1B 19 kD interacting
0.168
3106657-3106876




protein like




9434
270
growth arrest specific 1
0.093
3115802-3115978


9436
269
Fas apoptotic inhibitory molecule
0.408
3116150-3116343


9440
160
NLR family, apoptosis inhibitory protein 5
0.618
3116945-3116985


9464
259
DEAD (Asp-Glu-Ala-Asp) box
0.096
3120923-3121116




polypeptide 20




9466
258
post-GPI attachment to proteins 2
0.218
3121170-3121374


9473
256
engulfment and cell motility 3, ced-12
0.119
3122400-3122588




homolog (C. elegans)




9504
241
protein Tyr phosphatase, receptor type, V
0.04
3127383-3127553


9508
240
fission 1 (mitochondrial outer membrane)
0.298
3127965-3128127




homolog (yeast)




9516
238
nerve growth factor receptor (TNFRSF16)
0.256
3129086-3129263




associated protein 1




9517
238
mucosa associated lymphoid tissue
0.359
3129264-3129311




lymphoma translocation gene 1




9526
234
NUAK family, SNF1-like kinase, 2
0.077
3130443-3130616


9547
229
Ras association (RalGDS/AF-6) domain
0.163
3133777-3133906




family member 5




9576
215
tumor necrosis factor receptor
0.089
3137352-3137413




superfamily, member 10b




9587
211
tensin 4
0.089
3138556-3138633


9679
173
heat shock protein 1B
0.091
3147029-3147080


9740
139
betacellulin, epidermal growth factor
0.073
3150839-3150877




family member




9741
139
NLR family, pyrin domain containing 3
0.035
3150878-3150975


3157184
1487
retinoic acid receptor, beta
1.024
3177484-3177583


3157219
274
eyes absent 1 homolog (Drosophila)
0.064
3260105-3260204


3157247
594
endoplasmic reticulum (ER) to nucleus
0.18
3179284-3179383




signalling 1




3157277
397
cell death-inducing DNA fragmentation
0.341
3274796-3274895




factor, -like effector A




3157296
3494
RNA binding motif protein 25
4.319
3267605-3267704


3157366
450
angiotensinogen (serpin peptidase
0.242
3260305-3260404




inhibitor, clade A, member 8)




3157479
733
ELL associated factor 2
0.451
3264005-3264104


3157505
644
crystallin, alpha B
0.99
3280749-3280848


3157518
901
ectodysplasin A2 isoform receptor
0.239
3181584-3181683


3157545
387
death-associated protein kinase 2
0.216
3254417-3254516


3157559
371
XIAP associated factor 1
0.143
3203397-3203496


3157562
1064
NLR family, pyrin domain containing 1A
0.283
3194871-3194970


3157570
321
relaxin/insulin-like family peptide receptor 2
0.161
3227917-3228016


3157594
236
LIM homeobox transcription factor 1 beta
0.194
3202097-3202196


3157643
549
zinc finger CCCH type containing 8
0.373
3219691-3219790


3157762
794
APAF1 interacting protein
6.754
3227717-3227816


3157765
1398
twist homolog 1 (Drosophila)
3.622
3160121-3160220


3157772
2098
RIKEN cDNA 2610301G19 gene
2.281
3173184-3173283


3157807
762
src homology 2 domain-containing
0.391
3186971-3187070




transforming protein B




3157837
1573
caspase 8 associated protein 2
0.5
3184971-3185070


3157885
1542
sema domain, immunoglobulin domain
0.705
3168184-3168283




(Ig), short basic domain, secreted,






(semaphorin) 3A




3157890
1059
angiotensin II receptor, type 2
0.668
3167484-3167583


3157913
2302
topoisomerase I binding, arginine/serine-
2.01
3173284-3173383




rich




3157926
837
NA
0.212
3253017-3253116


3157949
477
protein C
0.42
3271796-3271895


3157952
795
homeobox, msh-like 1
0.717
3279749-3279848


3157977
1031
interleukin 7
0.642
3242917-3243016


3157980
428
phospholipase C, gamma 2
0.099
3169484-3169583


3157993
162
epidermal growth factor receptor
0.048
3166784-3166883


3158019
362
ABO blood group (transferase A, 1-3-N-
0.204
3185571-3185670




acetylgalactosaminyltransferase, transferase B,






1-3-galactosyltransferase)




3158038
176
Fc receptor, IgE, high affinity I, γpolypeptide
0.258
3201197-3201296


3158091
478
NLR family, CARD domain containing 4
0.179
3216191-3216290


3158094
886
forkhead box O3
0.446
3175484-3175583


3158120
566
gasdermin A
0.477
3209058-3209157


3158121
3735
transformation related protein 53 inducible
2.567
3197071-3197170




nuclear protein 1




3158129
525
protein Tyr phosphatase, receptor type, F
0.136
3255205-3255304


3158132
612
RIKEN cDNA 4632434I11 gene
0.26
3275096-3275195


3158149
629
Src homology 2 domain containing F
0.416
3221791-3221890


3158154
347
microtubule-associated protein tau
0.08
3245217-3245316


3158175
190
excision repair cross-complementing rodent
0.023
3230317-3230416




repair deficiency, complementation group 6




3158199
521
hepatocyte growth factor
0.226
3253417-3253516


3158202
2263
GULP, engulfment adaptor PTB domain
3.671
3167784-3167883




containing 1




3158294
648
matrix metallopeptidase 2
0.413
3214291-3214390


3158322
490
NLR family, apoptosis inhibitory protein 2
0.102
3179584-3179683


3158324
937
apoptosis, caspase activation inhibitor
1.828
3272696-3272795


3158331
982
NEL-like 1 (chicken)
0.565
3163221-3163320


3158359
394
angiotensin II receptor, type 1a
0.175
3213058-3213157


3158381
762
CD24a antigen
0.906
3245917-3246016
















TABLE 15







Protein folding (Chinese hamster)











SEQ


Avg



ID NO:
consL
Description
Cov
siRNA SEQ ID NOs:














91
3840
peptidyl-prolyl isomerase G (cyclophilin G)
10.266
38781-39067


164
3470
calnexin
23.27
61559-61785


218
3290
alanyl-tRNA synthetase
25.07
77662-77970


412
2946
DnaJ (Hsp40) homolog, subfamily C,
7.271
133746-134002




member 14




476
2865
heat shock 105 kDa/110 kDa protein 1
19.863
151195-151420


546
2787
DnaJ (Hsp40) homolog, subfamily C,
22.023
171304-171555




member 10




579
2758
heat shock protein 90, beta (Grp94),
606.207
180574-180954




member 1




594
2744
heat shock protein 90, alpha (cytosolic),
93.844
184698-184927




class A member 1




827
2572
heat shock protein 9
28.56
255926-256325


893
2541
DnaJ (Hsp40) homolog, subfamily A,
15.853
276519-276904




member 2




977
2496
heat shock protein 90 alpha (cytosolic),
609.471
304274-304591




class B member 1




1048
2451
RAN binding protein 2
3.802
328313-328601


1078
2437
ERO1-like (S. cerevisiae)
6.094
338047-338432


1097
2428
sarcolemma associated protein
1.377
344524-344917


1254
2355
expressed sequence C80913
4.935
397171-397493


1384
2293
TNF receptor-associated protein 1
66.179
441242-441639


1543
2232
heat shock protein 1 (chaperonin)
134.366
494743-495086


1679
2181
FK506 binding protein 4
66.756
541802-542184


1925
2104
DnaJ (Hsp40) homolog, subfamily A,
15.15
625909-626254




member 3




1932
2102
DnaJ (Hsp40) homolog, subfamily A,
18.764
628385-628725




member 1




1948
2092
t-complex protein 1
67.336
633771-634149


1960
2089
DnaJ (Hsp40) homolog, subfamily C,
1.225
637892-638209




member 16




2029
2068
heat shock protein 8
891.015
660889-661277


2076
2052
DnaJ (Hsp40) homolog, subfamily B,
9.75
677203-677558




member 1




2198
2012
FK506 binding protein 9
6.327
717817-718182


2403
1958
DnaJ (Hsp40) homolog, subfamily C,
5.417
787385-787676




member 5




2408
1957
chaperonin containing Tcp1, subunit 3 (γ)
229.706
789130-789474


2502
1933
chaperonin containing Tcp1, subunit 2 (β)
197.327
821357-821658


2610
1905
FK506 binding protein 10
11.722
857806-858195


2671
1890
chaperonin containing Tcp1, 4 (δ)
106.158
878362-878726


2722
1877
calreticulin
630.596
895691-896051


2995
1797
chaperonin containing Tcp1, 6a (zeta)
101.293
989555-989847


3064
1776
chaperonin containing Tcp1, 7 (eta)
197.813
1012622-1013001


3202
1747
chaperonin containing Tcp1, 8 (theta)
46.504
1060416-1060692


3243
1737
peptidylprolyl isomerase (cyclophilin)-like 4
2.479
1074139-1074475


3263
1730
tubulin-specific chaperone E
13.488
1080945-1081272


3269
1729
chaperonin containing Tcp1, subunit 5 (ε)
174.058
1083125-1083449


3276
1726
peptidylprolyl isomerase domain and WD
1.901
1085316-1085607




repeat containing 1




3399
1693
peptidylprolyl isomerase (cyclophilin)-like 2
8.8
1127061-1127426


3651
1633
FK506 binding protein 8
53.498
1211464-1211841


3768
1607
protein (peptidyl-prolyl cis/trans
5.639
1251267-1251627




isomerase) NIMA-interacting 1




3893
1575
FK506 binding protein 1a
280.554
1293334-1293698


4000
1549
von Hippel-Lindau binding protein 1
35.144
1328790-1329108


4159
1510
DnaJ (Hsp40) homolog, subfamily C,
3.933
1381932-1382211




member 1




4267
1487
STIP1 homology and U-Box containing
36.452
1418307-1418668




protein 1




4379
1464
SH3-domain GRB2-like B1 (endophilin)
13.153
1455957-1456292


4393
1460
caseinolytic peptidase X (E.coli)
1.978
1460653-1461024


4429
1454
GrpE-like 1, mitochondrial
12.051
1472389-1472681


4545
1426
GrpE-like 2, mitochondrial
1.493
1510687-1510976


4697
1393
torsin family 1, member A (torsin A)
20.451
1561330-1561725


4955
1336
peptidylprolyl isomerase D (cyclophilin D)
17.796
1649170-1649515


5149
1289
DnaJ (Hsp40) homolog, subfamily B,
0.929
1715305-1715623




member 9




5217
1277
FK506 binding protein 5
0.441
1738906-1739301


5227
1274
selenoprotein
61.456
1742333-1742644


5347
1248
DnaJ (Hsp40) homolog, subfamily B,
3.209
1783440-1783810




member 12




5350
1247
DnaJ (Hsp40) homolog, subfamily B,
17.061
1784585-1784897




member 11




5405
1236
DnaJ (Hsp40) homolog, subfamily B,
1.568
1804161-1804465




member 4




5852
1136
aryl-hydrocarbon receptor-interacting protein
21.695
1963346-1963707


5965
1111
natural killer tumor recognition sequence
0.378
2004821-2005182


6059
1090
torsin family 2, member A
4.118
2038737-2039067


6183
1062
FK506 binding protein 14
2.059
2083548-2083925


6388
1016
serologically defined colon cancer
3.1
2157023-2157404




antigen 10




6631
962
DnaJ (Hsp40) homolog, subfamily C,
1.346
2243108-2243387




member 17




6640
960
calreticulin 3
3.271
2246344-2246668


6648
959
DnaJ (Hsp40) homolog, subfamily C,
1.456
2249119-2249439




member 30




6662
956
peptidylprolyl isomerase C
21.193
2253978-2254373


6684
951
peptidylprolyl isomerase B
30.861
2261765-2262058


6723
941
peptidylprolyl isomerase E (cyclophilin E)
11.137
2275330-2275633


7277
817
DnaJ (Hsp40) homolog, subfamily C,
0.36
2460206-2460591




member 18




7348
800
DnaJ (Hsp40) homolog, subfamily C,
4.236
2483678-2484063




member 4




7499
764
FK506 binding protein 11
6.2
2533495-2533867


7597
740
prefoldin 2
8.764
2565686-2566071


7599
740
FK506 binding protein 7
1.092
2566115-2566476


7642
729
peptidylprolyl isomerase A
86.046
2579547-2579908


7643
729
FK506 binding protein 3
38.663
2579909-2580256


7889
664
ubiquitously expressed transcript
1.147
2662979-2663371


8128
593
DnaJ (Hsp40) homolog, subfamily B,
0.47
2741242-2741540




member 5




8339
538
FK506 binding protein 2
5.81
2810112-2810427


8366
531
prefoldin 5
2.394
2819456-2819825


8398
520
cell division cycle 26
6.939
2830505-2830878


8405
517
heat shock protein 1 (chaperonin 10)
4.477
2833031-2833420


8480
501
peptidylprolyl isomerase (cyclophilin)-like 1
0.94
2857424-2857802


8689
461
prefoldin 1
2.791
2926689-2926987


8788
442
tetratricopeptide repeat domain 9C
0.133
2957757-2958131


8881
421
protein (peptidyl-prolyl cis/trans isomerase)
1.474
2985485-2985777




NIMA-interacting, 4 (parvulin)




8886
420
H2-K region expressed gene 2
4.724
2986944-2987208


8901
416
RIKEN cDNA A830007P12 gene
0.129
2991112-2991407


8963
401
FK506 binding protein 1b
0.504
3008274-3008544


9430
271
peptidyl prolyl isomerase H
0.124
3115010-3115199


3157256
387
peptidylprolyl isomerase (cyclophilin)-like 3
1.624
3262205-3262304


3157418
441
DnaJ (Hsp40) homolog, subfamily B,
0.238
3228617-3228716




member 14




3157499
462
FK506 binding protein 6
0.331
3177284-3177383


3157505
644
crystallin, alpha B
0.99
3280749-3280848


3157831
1176
FK506 binding protein 15
0.713
3167384-3167483


3157871
528
DnaJ (Hsp40) homolog, subfamily A,
0.656
3215391-3215490




member 4




3158190
691
histocompatibility 2, class II, locus Mb2
2.388
3199171-3199196


3158259
974
histocompatibility 2, class II, locus Mb1
2.25
3256605-3256704


3158293
407
chaperonin containing Tcp1, 6b (zeta)
0.228
3166684-3166783
















TABLE 16







Immune response (Chinese hamster)











SEQ


Avg
siRNA SEQ


ID NO:
consL
Description
Cov
ID NOs:














73
3972
cell adhesion molecule 1
13.147
32944-33332


78
3935
strawberry notch homolog 2 (Drosophila)
39.592
34611-34972


440
2902
toll interacting protein
9.02
141719-141960


680
2676
polymerase (RNA) III (DNA directed)
5.84
211082-211316




polypeptide E




1175
2393
inositol polyphosphate phosphatase-like 1
3.628
371083-371386


1299
2335
toll-like receptor 4
2.692
412131-412513


1330
2323
complement component 1, r subcomponent
62.586
422509-422751


1382
2293
CD276 antigen
2.822
440554-440858


1440
2270
TANK-binding kinase 1
3.946
460287-460685


1490
2250
transcription factor E3
4.882
477308-477628


1601
2208
complement component 1, s subcomponent
7.355
514675-514999


1694
2176
toll-like receptor 2
12.948
547130-547467


1703
2174
endoplasmic reticulum aminopeptidase 1
16.062
550016-550337


1718
2169
MAD homolog 3 (Drosophila)
1.913
555364-555694


1873
2121
protein kinase C, delta
15.233
608454-608757


1885
2116
interleukin-1 receptor-associated kinase 1
6.896
612534-612817


1980
2085
complement component 1, r subcomponent B
28.837
644971-645023


2234
2001
signal transducer and activator of
2.945
730267-730586




transcription 6




2242
1999
sequestosome 1
51.17
733070-733459


2471
1940
mutS homolog 2 (E. coli)
6.134
810424-810813


2474
1940
epiregulin
9.501
811533-811821


2477
1938
complement component factor h
1.484
812520-812875


2520
1929
drebrin-like
40.69
827385-827727


2525
1927
myxovirus (influenza virus) resistance 2
8.118
829145-829432


2627
1901
tubulointerstitial nephritis antigen-like 1
471.92
863337-863698


2876
1838
transporter 2, ATP-binding cassette, sub-
14.82
948495-948800




family B (MDR/TAP)




3073
1775
vanin 1
20.50
1015567-1015901


3094
1769
TRAF3 interacting protein 2
4.391
1022836-1023187


3179
1750
polymerase (RNA) III (DNA directed)
5.685
1052412-1052729




polypeptide D




3259
1732
polymerase (RNA) III (DNA directed)
15.023
1079448-1079786




polypeptide C




3268
1729
B-cell leukemia/lymphoma 6
8.467
1082762-1083124


3603
1645
Fc receptor, IgG, alpha chain transporter
84.176
1195070-1195378


3771
1606
ectonucleotide
1.076
1252246-1252538




pyrophosphatase/phosphodiesterase 1




3936
1565
predicted gene 5077
4.951
1307451-1307521


4041
1540
presenilin 1
3.007
1342545-1342881


4063
1533
transporter 1, ATP-binding cassette, sub-
4.595
1349852-1350157




family B (MDR/TAP)




4126
1519
avian reticuloendotheliosis viral (v-rel)
4.305
1371109-1371427




oncogene related B




4240
1493
complement factor properdin
2.075
1409395-1409692


4256
1491
polymerase (RNA) III (DNA directed)
1.005
1414629-1414949




polypeptide B




4290
1482
mutL homolog 1 (E. coli)
5.514
1426359-1426686


4513
1433
leukemia inhibitory factor
2.095
1499872-1500182


4578
1419
2′-5′ oligoadenylate synthetase-like 2
1.78
1521814-1522122


4619
1411
major facilitator superfamily domain
1.657
1535249-1535610




containing 6




4662
1400
transcription factor EB
2.445
1549445-1549837


4780
1372
CCAAT/enhancer binding protein (C/EBP), γ
0.522
1588969-1589358


4832
1362
mitochondrial antiviral signaling protein
1.615
1607184-1607527


4944
1339
B-cell leukemia/lymphoma 10
9.013
1645462-1645856


4957
1336
transformation related protein 53
6.608
1649857-1650157


5102
1300
complement component (3b/4b) receptor 1-like
36.058
1699537-1699891


5103
1300
histocompatibility 2, D region locus 1
14.507
1699892-1699970


5114
1296
ECSIT homolog (Drosophila)
34.83
1703363-1703719


5131
1292
presenilin 2
2.55
1709139-1709525


5154
1287
solute carrier family 11 (proton-coupled
2.617
1716973-1717346




divalent metal ion transporters), member 1




5189
1282
OTU domain, ubiquitin aldehyde binding 1
6.598
1729190-1729552


5233
1274
histocompatibility 2, K1, K region
12.62
1744314-1744510


5244
1272
interleukin 4 receptor, alpha
1.087
1748021-1748398


5260
1269
receptor (TNFRSF)-interacting serine-
2.702
1753377-1753673




threonine kinase 2




5436
1229
polymerase (RNA) III (DNA directed)
0.45
1814931-1815240




polypeptide F




5532
1204
B-cell receptor-associated protein 31
116.56
1848903-1849265


5598
1190
parathymosin
27.95
1871721-1872006


5618
1187
myeloid differentiation primary response
1.629
1878827-1879137




gene 88




5644
1179
complement component 3
0.472
1888266-1888655


5825
1141
ORAI calcium release-activated calcium
3.196
1953406-1953799




modulator 1




5948
1114
interferon regulatory factor 7
2.718
1998635-1999022


5964
1111
colony stimulating factor 3 (granulocyte)
2.413
2004485-2004820


6050
1092
Sp110 nuclear body protein
2.119
2035393-2035780


6073
1086
histocompatibility 2, Q region locus 10
6.325
2043884-2044062


6124
1073
linker for activation of T cells
2.661
2062427-2062767


6240
1048
canopy 3 homolog (zebrafish)
15.161
2104733-2105122


6334
1028
chemokine (C-X-C motif) ligand 12
0.641
2137589-2137972


6418
1008
histocompatibility 2, T region locus 23
35.314
2167964-2168216


6454
999
toll-interleukin 1 receptor (TIR) domain-
0.575
2180459-2180745




containing adaptor protein




6507
986
acid phosphatase 5, tartrate resistant
9.561
2199344-2199734


6550
978
Nedd4 family interacting protein 1
41.452
2214566-2214874


6615
966
histocompatibility 2, Q region locus 7
6.966
2237589-2237640


6647
960
Bmi1 polycomb ring finger oncogene
0.42
2248765-2249118


6745
936
proteasome (prosome, macropain) subunit, β
32.531
2282619-2282981




type 8 (large multifunctional peptidase 7)




6858
913
nucleotide-binding oligomerization domain
0.461
2322123-2322429




containing 2




6916
900
membrane-associated ring finger (C3HC4) 8
0.75
2340263-2340589


7015
877
tumor necrosis factor (ligand) superfamily,
4.328
2373485-2373776




member 12




7039
872
Fc receptor, IgG, low affinity III
2.956
2381692-2381999


7128
852
SAM domain and HD domain, 1
0.214
2411159-2411550


7135
850
DNA cross-link repair 1C, PSO2 homolog
0.264
2413358-2413664




(S. cerevisiae)




7223
833
chemokine (C-X-C motif) ligand 1
3.826
2442608-2443003


7260
823
DEAD (Asp-Glu-Ala-Asp) box polypeptide 58
0.166
2454994-2455378


7283
816
ribosomal protein S6
18.875
2462245-2462567


7297
811
TNF receptor-associated factor 6
1.188
2466579-2466938


7469
770
CD1d1 antigen
0.505
2523514-2523656


7586
743
phosphoprotein associated with
0.439
2561944-2562307




glycosphingolipid microdomains 1




7670
721
myxovirus (influenza virus) resistance 1
0.687
2588615-2588951


7676
720
chemokine (C-C motif) ligand 2
14.55
2590794-2591157


7683
718
toll-like receptor 3
0.226
2593179-2593525


7716
710
polymerase (RNA) III (DNA directed)
2.352
2604412-2604804




polypeptide H




7754
701
hemochromatosis
0.638
2617430-2617793


7764
698
polymerase (RNA) III (DNA directed)
0.231
2620918-2621272




polypeptide G




7874
666
CD1d2 antigen
0.935
2658252-2658336


7903
658
interleukin 1 receptor accessory protein
0.254
2667913-2668256


7929
651
interleukin 23, alpha subunit p19
0.852
2676772-2677097


7943
647
proteasome maturation protein
19.088
2681546-2681896


8097
601
histocompatibility 2, Q region locus 2
1.764
2731750-2731823


8129
592
exonuclease 1
0.312
2741541-2741842


8218
570
interleukin 18
2.856
2769797-2770097


8244
562
interleukin 1 receptor-like 1
0.299
2777898-2778255


8245
562
calcitonin gene-related peptide-receptor
0.987
2778256-2778534




component protein




8304
546
macrophage migration inhibitory factor
43.469
2798316-2798434


8312
543
immunoglobulin joining chain
0.441
2800818-2801142


8318
541
T-cell specific GTPase
0.193
2802893-2803167


8345
536
Fas (TNF receptor superfamily member 6)
0.501
2812206-2812506


8495
496
SH2B adaptor protein 2
0.174
2862373-2862711


8504
494
chemokine (C-X-C motif) ligand 10
1.586
2865648-2866015


8531
490
interleukin 15
1.901
2874576-2874952


8597
477
mannan-binding lectin serine peptidase 2
0.156
2896069-2896411


8616
474
Src-like-adaptor 2
1.772
2902824-2903199


8663
464
chemokine (C-C motif) receptor 7
0.236
2918384-2918739


8696
459
CSF 2 (granulocyte-macrophage)
1.109
2928757-2929061


8719
455
histocompatibility 28
0.469
2936057-2936444


8794
441
histocompatibility 2, Q region locus 1
1.023
2959862-2959912


8812
439
TNF (ligand) superfamily, member 9
11.755
2964694-2965039


8833
434
TNF (ligand) superfamily, member 10
0.089
2971279-2971604


8871
423
spondin 2, extracellular matrix protein
0.189
2982359-2982686


9014
389
polymerase (RNA) III (DNA directed)
0.509
3021834-3022134




polypeptide K




9021
387
hemopexin
0.262
3023816-3024122


9064
373
complement component 8,
0.685
3034878-3035143




gamma polypeptide




9067
373
proteasome (prosome, macropain), β type 9
0.464
3035689-3035987




(large multifunctional peptidase 2)




9135
356
interleukin 1 receptor, type I
0.507
3052757-3052969


9164
348
TNF (ligand) superfamily, member 11
0.157
3058993-3059213


9204
341
POU domain, class 2, transcription factor 2
0.107
3068222-3068455


9363
296
oncostatin M
0.135
3102482-3102721


9367
295
Fc receptor, IgG, low affinity IIb
0.189
3103313-3103351


9389
289
TNF (ligand) superfamily, member 4
0.18
3107093-3107318


9395
285
2′-5′ oligoadenylate synthetase 1B
0.156
3108340-3108557


9517
238
mucosa associated lymphoid tissue
0.359
3129264-3129311




lymphoma translocation gene 1




9611
202
chemokine (C-C motif) ligand 9
0.268
3141032-3141071


9624
196
toll-like receptor 13
0.061
3142028-3142161


9667
178
chemokine (C-C motif) receptor 2
0.144
3146072-3146098


9670
175
histocompatibility 2, Q region locus 8
0.302
3146338-3146451


9720
149
chemokine (C-X-C motif) ligand 3
0.148
3149776-3149850


3157279
427
ectonucleotide pyrophosphatase/
0.153
3182184-3182283




phosphodiesterase 3




3157459
250
chemokine (C-C motif) ligand 11
0.299
3199071-3199170


3157520
492
complement component 1, r subcomponent-like
0.264
3224791-3224890


3157558
742
chemokine (C-C motif) ligand 7
6.395
3279849-3279948


3157639
212
spleen tyrosine kinase
0.041
3259705-3259804


3157663
437
interleukin 1 receptor-like 2
0.224
3176584-3176683


3157759
437
toll-like receptor 1
0.309
3203997-3204096


3157859
973
Casitas B-lineage lymphoma b
0.221
3172084-3172183


3157977
1031
interleukin 7
0.642
3242917-3243016


3158027
1030
akirin 2
2.138
3188971-3189070


3158038
176
Fc receptor, IgE, high affinity I, γ polypeptide
0.258
3201197-3201296


3158135
418
mannan-binding lectin serine peptidase 1
0.152
3282249-3282348


3158169
681
TBK1 binding protein 1
0.203
3175184-3175283


3158197
284
MHC, class I-related
0.114
3163484-3163583


3158259
974
histocompatibility 2, class II, locus Mb1
2.25
3256605-3256704


3158365
431
complement component factor i
0.209
3178584-3178683


3158381
762
CD24a antigen
0.906
3245917-3246016









V. RNA EFFECTOR MODIFICATION

In some embodiments of the present invention, an oligonucleotide (e.g., a RNA effector molecule) is chemically modified to enhance stability or other beneficial characteristics. In one embodiment the RNA effector molecule is not chemically modified.


Oligonucleotides can be modified to prevent rapid degradation of the oligonucleotides by endo- and exo-nucleases and avoid undesirable off-target effects. The nucleic acids featured in the invention can be synthesized and/or modified by methods well established in the art, such as those described in CURRENT PROTOCOLS IN NUCLEIC ACID CHEMISTRY (Beaucage et al., eds., John Wiley & Sons, Inc., NY). Modifications include, for example, (a) end modifications, e.g., 5′ end modifications (phosphorylation, conjugation, inverted linkages, etc.), or 3′ end modifications (conjugation, DNA nucleotides, inverted linkages, etc.); (b) base modifications, e.g., replacement with stabilizing bases, destabilizing bases, or bases that base pair with an expanded repertoire of partners, removal of bases (abasic nucleotides), or conjugated bases; (c) sugar modifications (e.g., at the 2′ position or 4′ position) or replacement of the sugar; as well as (d) internucleoside linkage modifications, including modification or replacement of the phosphodiester linkages. Specific examples of oligonucleotide compounds useful in this invention include, but are not limited to RNAs containing modified backbones or no natural internucleoside linkages. RNAs having modified backbones include, among others, those that do not have a phosphorus atom in the backbone. Specific examples of oligonucleotide compounds useful in this invention include, but are not limited to oligonucleotides containing modified or non-natural internucleoside linkages. Oligonucleotides having modified internucleoside linkages include, among others, those that do not have a phosphorus atom in the internucleoside linkage.


For the purposes of this specification, and as sometimes referenced in the art, modified oligonucleotides that do not have a phosphorus atom in their internucleoside linkage(s) can also be considered to be oligonucleosides. In particular embodiments, the modified oligonucleotides will have a phosphorus atom in its internucleoside linkage(s). For the purposes of this specification, and as sometimes referenced in the art, modified RNAs that do not have a phosphorus atom in their internucleoside backbone can also be considered to be oligonucleosides. In particular embodiments, the modified RNA will have a phosphorus atom in its internucleoside backbone.


Modified internucleoside linkages include (e.g., RNA backbones) include, for example, phosphorothioates, chiral phosphorothioates, phosphorodithioates, phosphotriesters, aminoalkylphosphotriesters, methyl and other alkyl phosphonates including 3′-alkylene phosphonates and chiral phosphonates, phosphinates, phosphoramidates including 3′-amino phosphoramidate and aminoalkylphosphoramidates, thionophosphoramidates, thionoalkylphosphonates, thionoalkylphosphotriesters, and boranophosphates having normal 3′-5′ linkages, 2′-5′ linked analogs of these, and those) having inverted polarity wherein the adjacent pairs of nucleoside units are linked 3′-5′ to 5′-3′ or 2′-5′ to 5′-2′. Various salts, mixed salts and free acid forms are also included.


Representative patents that teach the preparation of the above phosphorus-containing linkages include, but are not limited to, U.S. Pat. No. 3,687,808; No. 4,469,863; No. 4,476,301; No. 5,023,243; No. 5,177,195; No. 5,188,897; No. 5,264,423; No. 5,276,019; No. 5,278,302; No. 5,286,717; No. 5,321,131; No. 5,399,676; No. 5,405,939; No. 5,453,496; No. 5,455,233; No. 5,466,677; No. 5,476,925; No. 5,519,126; No. 5,536,821; No. 5,541,316; No. 5,550,111; No. 5,563,253; No. 5,571,799; No. 5,587,361; No. 5,625,050; No. 6,028,188; No. 6,124,445; No. 6,160,109; No. 6,169,170; No. 6,172,209; No. 6,239,265; No. 6,277,603; No. 6,326,199; No. 6,346,614; No. 6,444,423; No. 6,531,590; No. 6,534,639; No. 6,608,035; No. 6,683,167; No. 6,858,715; No. 6,867,294; No. 6,878,805; No. 7,015,315; No. 7,041,816; No. 7,273,933; No. 7,321,029; and No. RE39464.


Modified oligonucleotide internucleoside linkages (e.g., RNA backbones) that do not include a phosphorus atom therein have internucleoside linkages that are formed by short chain alkyl or cycloalkyl internucleoside linkages, mixed heteroatoms and alkyl or cycloalkyl internucleoside linkages, or one or more short chain heteroatomic or heterocyclic internucleoside linkages. These include those having morpholino linkages (formed in part from the sugar portion of a nucleoside); siloxane backbones; sulfide, sulfoxide and sulfone backbones; formacetyl and thioformacetyl backbones; methylene formacetyl and thioformacetyl backbones; alkene containing backbones; sulfamate backbones; methyleneimino and methylenehydrazino backbones; sulfonate and sulfonamide backbones; amide backbones; and others having mixed N, O, S and CH2 component parts.


Representative patents that teach the preparation of the above oligonucleosides include, but are not limited to, U.S. Pat. No. 5,034,506; No. 5,166,315; No. 5,185,444; No. 5,214,134; No. 5,216,141; No. 5,235,033; No. 5,64,562; No. 5,264,564; No. 5,405,938; No. 5,434,257; No. 5,466,677; No. 5,470,967; No. 5,489,677; No. 5,541,307; No. 5,561,225; No. 5,596,086; No. 5,602,240; No. 5,608,046; No. 5,610,289; No. 5,618,704; No. 5,623,070; No. 5,663,312; No. 5,633,360; No. 5,677,437; and No. 5,677,439.


In other modified oligonucleotides suitable or contemplated for use in RNA effector molecules, both the sugar and the internucleoside linkage, i.e., the backbone, of the nucleotide units are replaced with novel groups. The base units are maintained for hybridization with an appropriate nucleic acid target compound. One such oligomeric compound, a RNA mimetic that has been shown to have excellent hybridization properties, is referred to as a peptide nucleic acid (PNA). In PNA compounds, the sugar backbone of a RNA is replaced with an amide containing backbone, in particular an aminoethylglycine backbone. The nucleobases are retained and are bound directly or indirectly to aza nitrogen atoms of the amide portion of the backbone. Representative patents that teach the preparation of PNA compounds include U.S. Pat. No. 5,539,082; No. 5,714,331; and No. 5,719,262. Further teaching of PNA compounds can be found, for example, in Nielsen et al., 254 Science 1497-1500 (1991).


Some embodiments featured in the invention include oligonucleotides with phosphorothioate internucleoside linkages and oligonucleosides with heteroatom backbones, and in particular —CH2—NH—CH2—, —CH2—N(CH3)—O—CH2— [known as a methylene (methylimino) or MMI backbone], —CH2—O—N(CH3)—CH2—, —CH2—N(CH3)—N(CH3)—CH2— and —N(CH3)—CH2—CH2-[wherein the native phosphodiester internucleoside linkage is represented as —O—P—O—CH2—] (see U.S. Pat. No. 5,489,677), and amide backbones (see U.S. Pat. No. 5,602,240). In some embodiments, the oligonucleotides featured herein have morpholino backbone structures (see U.S. Pat. No. 5,034,506).


Modified oligonucleotides can also contain one or more substituted sugar moieties. The RNA effector molecules, e.g., dsRNAs, featured herein can include one of the following at the 2′ position: H (deoxyribose); OH (ribose); F; O-, S-, or N-alkyl; O-, S-, or N-alkenyl; O-, S- or N-alkynyl; or O-alkyl-O-alkyl, wherein the alkyl, alkenyl and alkynyl can be substituted or unsubstituted C1 to C10 alkyl or C2 to C10 alkenyl and alkynyl. Exemplary suitable modifications include O[(CH2)nO]mCH3, O(CH2)nOCH3, O(CH2)nNH2, O(CH2)nCH3, O(CH2)nONH2, and O(CH2)nON[(CH2)nCH3]2, where n and m are from 1 to 10, inclusive. In some embodiments, oligonucleotides include one of the following at the 2′ position: C1 to C10 lower alkyl, substituted lower alkyl, alkaryl, aralkyl, O-alkaryl or O-aralkyl, SH, SCH3, OCN, Cl, Br, CN, CF3, OCF3, SOCH3, SO2CH3, ONO2, NO2, N3, NH2, heterocycloalkyl, heterocycloalkaryl, aminoalkylamino, polyalkylamino, substituted silyl, a RNA cleaving group, a reporter group, an intercalator, a group for improving the pharmacokinetic properties of an oligonucleotide (e.g., a RNA effector molecule), or a group for improving the pharmacodynamic properties of an oligonucleotide (e.g., a RNA effector molecule), and other substituents having similar properties. In some embodiments, the modification includes a 2′-methoxyethoxy (2′-β-CH2CH2OCH3, also known as 2′-O-(2-methoxyethyl) or 2′-MOE) (Martin et al., 78 Hely. Chim. Acta 486-504 (1995)), i.e., an alkoxy-alkoxy group. Another exemplary modification is 2′-dimethylaminooxyethoxy, i.e., a O(CH2)2ON(CH3)2 group, also known as 2′-DMAOE, as described in examples herein below, and 2′-dimethylaminoethoxyethoxy (also known in the art as 2′-O-dimethylaminoethoxyethyl or 2′-DMAEOE), i.e., 2′-O—CH2—O—CH2—N(CH2)2.


Other modifications include 2′-methoxy (2′-OCH3), 2′-aminopropoxy (2′-OCH2CH2CH2NH2) and 2′-fluoro (2′-F). Similar modifications can also be made at other positions on the oligonucleotide, particularly the 3′ position of the sugar on the 3′ terminal nucleotide or in 2′-5′ linked oligonucleotide and the 5′ position of 5′ terminal nucleotide. Oligonucleotides can also have sugar mimetics such as cyclobutyl moieties in place of the pentofuranosyl sugar. Representative patents that teach the preparation of such modified sugar structures include, but are not limited to, U.S. Pat. No. 4,981,957; No. 5,118,800; No. 5,319,080; No. 5,359,044; No. 5,393,878; No. 5,446,137; No. 5,466,786; No. 5,514,785; No. 5,519,134; No. 5,567,811; No. 5,576,427; No. 5,591,722; No. 5,597,909; No. 5,610,300; No. 5,627,053; No. 5,639,873; No. 5,646,265; No. 5,658,873; No. 5,670,633; and No. 5,700,920, certain of which are commonly owned with the instant application.


An oligonucleotide (e.g., a RNA effector molecule) can also include nucleobase (often referred to in the art simply as “base”) modifications or substitutions. As used herein, “unmodified” or “natural” nucleobases include the purine bases adenine (A) and guanine (G), and the pyrimidine bases cytosine (C) and uracil (U). Modified nucleobases include other synthetic and natural nucleobases such as inosine, xanthine, hypoxanthine, nubularine, isoguanisine, tubercidine, 2-(halo)adenine, 2-(alkyl)adenine, 2-(propyl)adenine, 2 (amino)adenine, 2-(aminoalkyll)adenine, 2 (aminopropyl)adenine, 2 (methylthio) N6 (isopentenyl)adenine, 6 (alkyl)adenine, 6 (methyl)adenine, 7 (deaza)adenine, 8 (alkenyl)adenine, 8-(alkyl)adenine, 8 (alkynyl)adenine, 8 (amino)adenine, 8-(halo)adenine, 8-(hydroxyl)adenine, 8 (thioalkyl)adenine, 8-(thiol)adenine, N6-(isopentyl)adenine, N6 (methyl)adenine, N6, N6 (dimethyl)adenine, 2-(alkyl)guanine, 2 (propyl)guanine, 6-(alkyl)guanine, 6 (methyl)guanine, 7 (alkyl)guanine, 7 (methyl)guanine, 7 (deaza)guanine, 8 (alkyl)guanine, 8-(alkenyl)guanine, 8 (alkynyl)guanine, 8-(amino)guanine, 8 (halo)guanine, 8-(hydroxyl)guanine, 8 (thioalkyl)guanine, 8-(thiol)guanine, N (methyl)guanine, 2-(thio)cytosine, 3 (deaza) 5 (aza)cytosine, 3-(alkyl)cytosine, 3 (methyl)cytosine, 5-(alkyl)cytosine, 5-(alkynyl)cytosine, 5 (halo)cytosine, 5 (methyl)cytosine, 5 (propynyl)cytosine, 5 (propynyl)cytosine, 5 (trifluoromethyl)cytosine, 6-(azo)cytosine, N4 (acetyl)cytosine, 3 (3 amino-3 carboxypropyl)uracil, 2-(thio)uracil, 5 (methyl) 2 (thio)uracil, 5 (methylaminomethyl)-2 (thio)uracil, 4-(thio)uracil, 5 (methyl) 4 (thio)uracil, 5 (methylaminomethyl)-4 (thio)uracil, 5 (methyl) 2,4 (dithio)uracil, 5 (methylaminomethyl)-2,4 (dithio)uracil, 5 (2-aminopropyl)uracil, 5-(alkyl)uracil, 5-(alkynyl)uracil, 5-(allylamino)uracil, 5 (aminoallyl)uracil, 5 (aminoalkyl)uracil, 5 (guanidiniumalkyl)uracil, 5 (1,3-diazole-1-alkyl)uracil, 5-(cyanoalkyl)uracil, 5-(dialkylaminoalkyl)uracil, 5 (dimethylaminoalkyl)uracil, 5-(halo)uracil, 5-(methoxy)uracil, uracil-5 oxyacetic acid, 5 (methoxycarbonylmethyl)-2-(thio)uracil, 5 (methoxycarbonyl-methyl)uracil, 5 (propynyl)uracil, 5 (propynyl)uracil, 5 (trifluoromethyl)uracil, 6 (azo)uracil, dihydrouracil, N3 (methyl)uracil, 5-uracil (i.e., pseudouracil), 2 (thio)pseudouracil, 4 (thio)pseudouracil, 2,4-(dithio)psuedouracil, 5-(alkyl)pseudouracil, 5-(methyl)pseudouracil, 5-(alkyl)-2-(thio)pseudouracil, 5-(methyl)-2-(thio)pseudouracil, 5-(alkyl)-4 (thio)pseudouracil, 5-(methyl)-4 (thio)pseudouracil, 5-(alkyl)-2,4 (dithio)pseudouracil, 5-(methyl)-2,4 (dithio)pseudouracil, 1 substituted pseudouracil, 1 substituted 2 (thio)-pseudouracil, 1 substituted 4 (thio)pseudouracil, 1 substituted 2,4-(dithio)pseudouracil, 1 (aminocarbonylethylenyl)-pseudouracil, 1 (aminocarbonylethylenyl)-2(thio)-pseudouracil, 1 (aminocarbonylethylenyl)-4 (thio)pseudouracil, 1 (aminocarbonylethylenyl)-2,4-(dithio)pseudouracil, 1 (aminoalkylaminocarbonylethylenyl)-pseudouracil, 1 (aminoalkylamino-carbonylethylenyl)-2(thio)-pseudouracil, 1 (aminoalkylaminocarbonylethylenyl)-4 (thio)pseudouracil, 1 (aminoalkylaminocarbonylethylenyl)-2,4-(dithio)pseudouracil, 1,3-(diaza)-2-(oxo)-phenoxazin-1-yl, 1-(aza)-2-(thio)-3-(aza)-phenoxazin-1-yl, 1,3-(diaza)-2-(oxo)-phenthiazin-1-yl, 1-(aza)-2-(thio)-3-(aza)-phenthiazin-1-yl, 7-substituted 1,3-(diaza)-2-(oxo)-phenoxazin-1-yl, 7-substituted 1-(aza)-2-(thio)-3-(aza)-phenoxazin-1-yl, 7-substituted 1,3-(diaza)-2-(oxo)-phenthiazin-1-yl, 7-substituted 1-(aza)-2-(thio)-3-(aza)-phenthiazin-1-yl, 7-(aminoalkylhydroxy)-1,3-(diaza)-2-(oxo)-phenoxazin-1-yl, 7-(aminoalkylhydroxy)-1-(aza)-2-(thio)-3-(aza)-phenoxazin-1-yl, 7-(aminoalkylhydroxy)-1,3-(diaza)-2-(oxo)-phenthiazin-1-yl, 7-(aminoalkylhydroxy)-1-(aza)-2-(thio)-3-(aza)-phenthiazin-1-yl, 7-(guanidiniumalkylhydroxy)-1,3-(diaza)-2-(oxo)-phenoxazin-1-yl, 7-(guanidiniumalkylhydroxy)-1-(aza)-2-(thio)-3-(aza)-phenoxazin-1-yl, 7-(guanidiniumalkyl-hydroxy)-1,3-(diaza)-2-(oxo)-phenthiazin-1-yl, 7-(guanidiniumalkylhydroxy)-1-(aza)-2-(thio)-3-(aza)-phenthiazin-1-yl, 1,3,5-(triaza)-2,6-(dioxa)-naphthalene, inosine, xanthine, hypoxanthine, nubularine, tubercidine, isoguanisine, inosinyl, 2-aza-inosinyl, 7-deaza-inosinyl, nitroimidazolyl, nitropyrazolyl, nitrobenzimidazolyl, nitroindazolyl, aminoindolyl, pyrrolopyrimidinyl, 3-(methyl)isocarbostyrilyl, 5-(methyl)isocarbostyrilyl, 3-(methyl)-7-(propynyl)isocarbostyrilyl, 7-(aza)indolyl, 6-(methyl)-7-(aza)indolyl, imidizopyridinyl, 9-(methyl)-imidizopyridinyl, pyrrolopyrizinyl, isocarbostyrilyl, 7-(propynyl)isocarbostyrilyl, propynyl-7-(aza)indolyl, 2,4,5-(trimethyl)phenyl, 4-(methyl)indolyl, 4,6-(dimethyl)indolyl, phenyl, napthalenyl, anthracenyl, phenanthracenyl, pyrenyl, stilbenzyl, tetracenyl, pentacenyl, difluorotolyl, 4-(fluoro)-6-(methyl)benzimidazole, 4-(methyl)benzimidazole, 6-(azo)thymine, 2-pyridinone, 5 nitroindole, 3 nitropyrrole, 6-(aza)pyrimidine, 2 (amino)purine, 2,6-(diamino)purine, 5 substituted pyrimidines, N2-substituted purines, N6-substituted purines, O6-substituted purines, substituted 1,2,4-triazoles, pyrrolo-pyrimidin-2-on-3-yl, 6-phenyl-pyrrolo-pyrimidin-2-on-3-yl, para-substituted-6-phenyl-pyrrolo-pyrimidin-2-on-3-yl, ortho-substituted-6-phenyl-pyrrolo-pyrimidin-2-on-3-yl, bis-ortho-substituted-6-phenyl-pyrrolo-pyrimidin-2-on-3-yl, para-(aminoalkylhydroxy)-6-phenyl-pyrrolo-pyrimidin-2-on-3-yl, ortho-(aminoalkylhydroxy)-6-phenyl-pyrrolo-pyrimidin-2-on-3-yl, bis-ortho-(aminoalkylhydroxy)-6-phenyl-pyrrolo-pyrimidin-2-on-3-yl, pyridopyrimidin-3-yl, 2-oxo-7-amino-pyridopyrimidin-3-yl, 2-oxo-pyridopyrimidine-3-yl, or any O-alkylated or N-alkylated derivatives thereof. Modified nucleobases also include natural bases that comprise conjugated moieties, e.g., a ligand.


Further nucleobases include those disclosed in U.S. Pat. No. 3,687,808; MODIFIED NUCLEOSIDES BIOCHEM., BIOTECH. & MEDICINE (Herdewijn, ed., Wiley-VCH, 2008); WO 2009/120878; CONCISE ENCYCLOPEDIA OF POLYMER SCIENCE & ENGIN. 858-59 (Kroschwitz ed., John Wiley & Sons, 1990); Englisch et al., 30 Angewandte Chemie, Intl. Ed. 613 (1991); Sanghvi, 15 DSRNA RESEARCH & APPLICATIONS 289-302 (Crooke & Lebleu, eds., CRC Press, Boca Raton, Fla., 1993). Certain of these nucleobases are particularly useful for increasing the binding affinity of the oligomeric compounds featured in the invention. These include 5-substituted pyrimidines, 6-azapyrimidines and N-2, N-6 and 0-6 substituted purines, including 2-aminopropyladenine, 5-propynyluracil and 5-propynylcytosine. 5-methylcytosine substitutions have been shown to increase nucleic acid duplex stability by 0.6-1.2° C. (Sanghvi, at 276-78), and are exemplary base substitutions, even more particularly when combined with 2′-O-methoxyethyl sugar modifications.


Representative patents that teach the preparation of certain of the above noted modified nucleobases as well as other modified nucleobases include, but are not limited to, the above noted U.S. Pat. No. 3,687,808; No. 4,845,205; No. 5,130,30; No. 5,134,066; No. 5,175,273; No. 5,367,066; No. 5,432,272; No. 5,457,191No. 5,457,187; No. 5,459,255; No. 5,484,908; No. 5,502,177; No. 5,525,711; No. 5,552,540; No. 5,587,469; No. 5,594,121, No. 5,596,091; No. 5,614,617; No. 5,681,941; No. 6,015,886; No. 6,147,200; No. 6,166,197; No. 6,222,025; No. 6,235,887; No. 6,380,368; No. 6,528,640; No. 6,639,062; No. 6,617,438; No. 7,045,610; No. 7,427,672; and No. 7,495,088; and No. 5,750,692.


The oligonucleotides can also be modified to include one or more locked nucleic acids (LNA). A locked nucleic acid is a nucleotide having a modified ribose moiety in which the ribose moiety comprises an extra bridge connecting the 2′ and 4′ carbons. This structure effectively “locks” the ribose in the 3′-endo structural conformation. The addition of locked nucleic acids to oligonucleotide molecules has been shown to increase oligonucleotide molecule stability in serum, and to reduce off-target effects. Elmen et al., 33 Nucl. Acids Res. 439-47 (2005); Mook et al., 6 Mol. Cancer. Ther. 833-43 (2007); Grunweller et al., 31 Nucl. Acids Res. 3185-93 (2003); U.S. Pat. No. 6,268,490; No. 6,670,461; No. 6,794,499; No. 6,998,484; No. 7,053,207; No. 7,084,125; and No. 7,399,845.


In certain instances, the oligonucleotides of a RNA effector molecule can be modified by a non-ligand group. A number of non-ligand molecules have been conjugated to oligonucleotides in order to enhance the activity, cellular distribution or cellular uptake of the oligonucleotides, and procedures for performing such conjugations are available in the scientific literature. Such non-ligand moieties have included lipid moieties, such as cholesterol (Kubo et al., 365 Biochem. Biophys. Res. Comm. 54-61 (2007)); Letsinger et al., 86 PNAS 6553 (1989)); cholic acid (Manoharan et al., 1994); a thioether, e.g., hexyl-5-tritylthiol (Manoharan et al., 1992; Manoharan et al., 1993); a thiocholesterol (Oberhauser et al., 1992); an aliphatic chain, e.g., dodecandiol or undecyl residues (Saison-Behmoaras et al., 1991; Kabanov et al., 259 FEBS Lett. 327 (1990); Svinarchuk et al., 75 Biochimie 75 (1993)); a phospholipid, e.g., di-hexadecyl-rac-glycerol or triethylammonium 1,2-di-O-hexadecyl-rac-glycero-3-H-phosphonate (Manoharan et al., 1995); Shea et al., 18 Nucl. Acids Res. 3777 (1990)); a polyamine or a polyethylene glycol chain (Manoharan et al., Nucleosides & Nucleotides, 1995); or adamantane acetic acid (Manoharan et al., Tetrahedron Lett., 1995); a palmityl moiety (Mishra et al., 1995); or an octadecylamine or hexylamino-carbonyl-oxycholesterol moiety (Crooke et al., 1996). Representative United States patents that teach the preparation of such RNA conjugates have been listed herein. Typical conjugation protocols involve the synthesis of an oligonucleotide bearing an aminolinker at one or more positions of the sequence. The amino group is then reacted with the molecule being conjugated using appropriate coupling or activating reagents. The conjugation reaction can be performed either with the RNA still bound to the solid support or following cleavage of the RNA, in solution phase. Purification of the RNA conjugate by HPLC typically affords the pure conjugate.


Nucleic acid sequences of exemplary RNA effector molecules are represented below using standard nomenclature, and specifically the abbreviations of Table 17:









TABLE 17







Abbreviations of nucleotide monomers used in nucleic


acid sequence representation.










Abbreviation
Nucleotide(s)







A
adenosine



C
cytidine



G
guanosine



T
thymidine



U
uridine



N
any nucleotide (G, A, C, T or U)



a
2′-O-methyladenosine



c
2′-O-methylcytidine



g
2′-O-methylguanosine



u
2′-O-methyluridine



dT
2′-deoxythymidine



s
phosphorothioate linkage







These monomers, when present in an oligonucleotide, are mutually linked by 5′-3′-phosphodiester bonds.






Ligands


Another modification of the oligonucleotides (e.g., of a RNA effector molecule) featured in the invention involves chemically linking to the oligonucleotide one or more ligands, moieties or conjugates that enhance the activity, cellular distribution or cellular uptake of the oligonucleotide. Such moieties include but are not limited to lipid moieties such as a cholesterol moiety (Letsinger et al., 86 PNAS 6553-56 (1989); cholic acid (Manoharan et al., 4 Biorg. Med. Chem. Let. 1053-60 (1994)); a thioether, e.g., beryl-5-tritylthiol (Manoharan et al., 660 Ann. NY Acad. Sci. 306309 (1992); Manoharan et al., 3 Biorg. Med. Chem. Let. 2765-70 (1993)); a thiocholesterol (Oberhauser et al., 20 Nucl. Acids Res. 533-38 (1992)); an aliphatic chain, e.g., dodecandiol or undecyl residues (Saison-Behmoaras et al., 10 EMBO J. 1111-18 (1991); Kabanov et al., 259 FEBS Lett. 327-30 (1990); Svinarchuk et al., 75 Biochimie 49-54 (1993)); a phospholipid, e.g., di-hexadecyl-rac-glycerol or triethyl-ammonium 1,2-di-O-hexadecyl-rac-glycero-3-phosphonate (Manoharan et al., 36 Tetrahedron Lett. 3651-54 (1995); Shea et al., 18 Nucl. Acids Res. 3777-83 (1990)); a polyamine or a polyethylene glycol chain (Manoharan et al., 14 Nucleosides & Nucleotides 969-73 (1995)); or adamantane acetic acid (Manoharan et al., Tetrahedron Lett., 1995); a palmityl moiety (Mishra et al., 1264 Biochim. Biophys. Acta 229-37 (1995)); or an octadecylamine or hexylamino-carbonyloxycholesterol moiety (Crooke et al., 227 J. Pharmacol. Exp. Ther. 923-37 (1996)).


In one embodiment, a ligand alters the distribution, targeting or lifetime of a RNA effector molecule agent into which it is incorporated. In some embodiments a ligand provides an enhanced affinity for a selected target, e.g., molecule, cell or cell type, compartment, e.g., a cellular or organ compartment, tissue, organ or region of the body, as, e.g., compared to a species absent such a ligand. Ideally, ligands will not take part in duplex pairing in a duplexed nucleic acid.


Ligands can include a naturally occurring substance, such as a protein (e.g., human serum albumin (HSA), low-density lipoprotein (LDL), or globulin); carbohydrate (e.g., a dextran, pullulan, chitin, chitosan, inulin, cyclodextrin or hyaluronic acid); or a lipid. The ligand can also be a recombinant or synthetic molecule, such as a synthetic polymer, e.g., a synthetic polyamino acid. Examples of polyamino acids include polyamino acid is a polylysine (PLL), poly L aspartic acid, poly L-glutamic acid, styrene-maleic acid anhydride copolymer, poly(L-lactide-co-glycolied) copolymer, divinyl ether-maleic anhydride copolymer, N-(2-hydroxypropyl)methacrylamide copolymer (HMPA), polyethylene glycol (PEG), polyvinyl alcohol (PVA), polyurethane, poly(2-ethylacryllic acid), N-isopropylacrylamide polymers, or polyphosphazine. Example polyamines include polyethylenimine, polylysine (PLL), spermine, spermidine, polyamine, pseudopeptide-polyamine, peptidomimetic polyamine, dendrimer polyamine, arginine, amidine, protamine, cationic lipid, cationic porphyrin, quaternary salt of a polyamine, or an -helical peptide.


Ligands can also include targeting groups, e.g., a cell or tissue targeting agent, e.g., a lectin, glycoprotein, lipid or protein, e.g., an antibody, that binds to a specified cell type such as a kidney cell. A targeting group can be a thyrotropin, melanotropin, lectin, glycoprotein, surfactant protein A, Mucin carbohydrate, multivalent lactose, multivalent galactose, N-acetyl-galactosamine, N-acetyl-gulucosamine multivalent mannose, multivalent fucose, glycosylated polyaminoacids, multivalent galactose, transferrin, bisphosphonate, polyglutamate, polyaspartate, a lipid, cholesterol, a steroid, bile acid, folate, vitamin B12, biotin, or an RGD peptide or RGD peptide mimetic.


Other examples of ligands include dyes, intercalating agents (e.g., acridines), cross-linkers (e.g., psoralene, mitomycin C), porphyrins (TPPC4, texaphyrin, Sapphyrin), polycyclic aromatic hydrocarbons (e.g., phenazine, dihydrophenazine), artificial endonucleases (e.g., EDTA), lipophilic molecules, e.g., cholesterol, cholic acid, adamantane acetic acid, 1-pyrene butyric acid, dihydrotestosterone, 1,3-Bis-O(hexadecyl)glycerol, geranyloxyhexyl group, hexadecylglycerol, borneol, menthol, 1,3-propanediol, heptadecyl group, palmitic acid, myristic acid, O3-(oleoyl)lithocholic acid, O3-(oleoyl)cholenic acid, dimethoxytrityl, or phenoxazine) and peptide conjugates (e.g., antennapedia peptide, Tat peptide), alkylating agents, phosphate, amino, mercapto, PEG (e.g., PEG-40K), MPEG, [MPEG]2, polyamino, alkyl, substituted alkyl, radiolabeled markers, enzymes, haptens (e.g., biotin), transport/absorption facilitators (e.g., aspirin, vitamin E, folic acid), synthetic ribonucleases (e.g., imidazole, bisimidazole, histamine, imidazole clusters, acridine-imidazole conjugates, Eu3+ complexes of tetraazamacrocycles), dinitrophenyl, HRP, or AP.


Ligands can be proteins, e.g., glycoproteins, or peptides, e.g., molecules having a specific affinity for a co-ligand, or antibodies e.g., an antibody, that binds to a specified cell type such as a cancer cell, endothelial cell, or bone cell. Ligands can also include hormones and hormone receptors. They can also include non-peptidic species, such as lipids, lectins, carbohydrates, vitamins, cofactors, multivalent lactose, multivalent galactose, N-acetyl-galactosamine, N-acetyl-gulucosamine multivalent mannose, or multivalent fucose. The ligand can be, for example, a lipopolysaccharide, an activator of p38 MAP kinase, or an activator of NF-κB.


The ligand can be a substance, e.g., a drug, which can increase the uptake of the RNA effector molecule agent into the cell, for example, by disrupting the cell's cytoskeleton, e.g., by disrupting the cell's microtubules, microfilaments, and/or intermediate filaments. The drug can be, for example, taxol, vincristine, vinblastine, cytochalasin, nocodazole, japlakinolide, latrunculin A, phalloidin, swinholide A, indanocine, or myoservin.


An example ligand is a lipid or lipid-based molecule. Such a lipid or lipid-based molecule preferably binds a serum protein, e.g., human serum albumin (HSA). An HSA binding ligand allows for distribution of the conjugate to a target tissue, e.g., a non-kidney target tissue of the body. For example, the target tissue can be the liver, including parenchymal cells of the liver. Other molecules that can bind HSA can also be used as ligands. For example, Naproxen or aspirin can be used. A lipid or lipid-based ligand can (a) increase resistance to degradation of the conjugate, (b) increase targeting or transport into a target cell or cell membrane, and/or (c) can be used to adjust binding to a serum protein, e.g., HSA.


A lipid based ligand can be used to modulate, e.g., control the binding of the conjugate to a target tissue. For example, a lipid or lipid-based ligand that binds to HSA more strongly will be less likely to be targeted to the kidney and therefore less likely to be cleared from the embryo. A lipid or lipid-based ligand that binds to HSA less strongly can be used to target the conjugate to the kidney. For example, the lipid based ligand binds HSA, or it binds HSA with a sufficient affinity such that the conjugate will be distributed to a non-kidney tissue but also be reversible. Alternatively, the lipid-based ligand binds HSA weakly or not at all, such that the conjugate will be distributed to the kidney. Other moieties that target to kidney cells can also be used in place of or in addition to the lipid-based ligand.


In another aspect, the ligand is a moiety, e.g., a vitamin, that is taken up by an embryonic cell, e.g., a proliferating cell. Exemplary vitamins include vitamin A, E, and K. Other exemplary vitamins include are B vitamin, e.g., folic acid, B12, riboflavin, biotin, pyridoxal or other vitamins or nutrients taken up by embryonic cells. Also included are HSA and low density lipoproteins.


In another aspect, the ligand is a cell-permeation agent, preferably a helical cell-permeation agent. Preferably, the agent is amphipathic. An exemplary agent is a peptide such as tat or antennopedia. If the agent is a peptide, it can be modified, including a peptidylmimetic, invertomers, non-peptide or pseudo-peptide linkages, and use of D-amino acids. The helical agent can be an α-helical agent, and can include a lipophilic and a lipophobic phase.


The ligand can be a peptide or peptidomimetic. A peptidomimetic (also referred to herein as an oligopeptidomimetic) is a molecule capable of folding into a defined 3-dimensional structure similar to a natural peptide. The attachment of peptide and peptidomimetics to RNA effector molecule agents can affect pharmacokinetic distribution of the RNA effector molecule, such as by enhancing cellular recognition and absorption. The peptide or peptidomimetic moiety can be about 5 to 50 amino acids long, e.g., about 5, 10, 15, 20, 25, 30, 35, 40, 45, or 50 amino acids long (see Table 18, for example).









TABLE 18







Exemplary Cell Permeation Peptides










Cell Permeation





Peptide
Amino acid Sequence
SEQ ID NO: 
Reference





Penetratin
RQIKIWFQNRRMKWKK
3284943
Derossi et al., 269 J. Biol.





Chem. 10444 (1994)





Tat fragment
GRKKRRQRRRPPQC
3284944
Vives et al., 272 J. Biol.


(48-60)


Chem. 16010 (1997)





Signal
GALFLGWLGAAGSTMGA
3284945
Chaloin et al., 243


Sequence-based
WSQPKKKRKV

Biochem. Biophys. Res.


peptide


Commun 601 (1998)





PVEC
LLIILRRRIRKQAHAHSK
3284946
Elmquist et al., 269 Exp.





Cell Res. 237 (2001)





Transportan
GWTLNSAGYLLKINLKAL
3284947
Pooga et al., 12 FASEB



AALAKKIL

J. 67 (1998)





Amphiphilic
KLALKLALKALKAALKLA
3284948
Oehlke et al., 2 Mol. Ther.


model peptide


339 (2000)





Arg9
RRRRRRRRR
3284949
Mitchell et al., 56 J. Pept.





Res. 318 (2000)





Bacterial cell
KFFKFFKFFK
3284950



wall permeating








LL-37
LLGDFFRKSKEKIGKEFKRI
3284951




VQRIKDFLRNLVPRTES







Cecropin P1
SWLSKTAKKLENSAKKRIS
3284952




EGIAIAIQGGPR







α-defensin
ACYCRIPACIAGERRYGTCI
3284953




YQGRLWAFCC







b-defensin
DHYNCVSSGGQCLYSACPI
3284954




FTKIQGTCYRGKAKCCK







Bactenecin
RKCRIVVIRVCR
3284955






PR-39
RRRPRPPYLPRPRPPPFFPP
3284956




RLPPRIPPGFPPRFPPRFPGK





R-NH2







Indolicidin
ILPWKWPWWPWRR-NH2
3284957









A peptide or peptidomimetic can be, for example, a cell permeation peptide, cationic peptide, amphipathic peptide, or hydrophobic peptide (e.g., consisting primarily of Tyr, Trp or Phe). The peptide moiety can be a dendrimer peptide, constrained peptide or crosslinked peptide. In another alternative, the peptide moiety can include a hydrophobic membrane translocation sequence (MTS). An exemplary hydrophobic MTS-containing peptide is RFGF having the amino acid sequence AAVALLPAVLLALLAP (SEQ ID NO:3284958) An RFGF analogue (e.g., amino acid sequence AALLPVLLAAP (SEQ ID NO:3284959) containing a hydrophobic MTS can also be a targeting moiety. The peptide moiety can be a “delivery” peptide that carries large polar molecules including peptides, oligonucleotides, and protein across cell membranes. For example, sequences from the HIV Tat protein (GRKKRRQRRRPPQ (SEQ ID NO:3284960)) and the Drosophila antennapedia protein (RQIKIWFQNRRMKWKK (SEQ ID NO:284961) can function as delivery peptides. A peptide or peptidomimetic can be encoded by a random sequence of DNA, such as a peptide identified from a phage-display library, or one-bead-one-compound (OBOC) combinatorial library. Lam et al., 354 Nature 82-84 (1991). The peptide or peptidomimetic can be tethered to a dsRNA agent via an incorporated monomer unit is a cell targeting peptide such as an arginine-glycine-aspartic acid (RGD)-peptide, or RGD mimic. As noted, the peptide moieties can have a structural modification, such as to increase stability or direct conformational properties. Any of the structural modifications described herein can be utilized.


An RGD peptide moiety can be used to target a tumor cell, such as an endothelial tumor cell or a breast cancer tumor cell. Zitzmann et al., 62 Cancer Res. 5139-43 (2002). An RGD peptide can facilitate targeting of an dsRNA agent to tumors of a variety of other tissues, including the lung, kidney, spleen, or liver. Aoki et al., 8 Cancer Gene Ther. 783-87 (2001). Preferably, the RGD peptide will facilitate targeting of a RNA effector molecule agent to the kidney. The RGD peptide can be linear or cyclic, and can be modified, e.g., glycosylated or methylated to facilitate targeting to specific tissues. For example, a glycosylated RGD peptide can deliver a RNA effector molecule agent to a tumor cell expressing αVβ3. Haubner et al., 42 J. Nucl. Med. 326-36 (2001).


A “cell permeation peptide” is capable of permeating a cell. It can be, for example, an α-helical linear peptide (e.g., LL-37 or Ceropin P1), a disulfide bond-containing peptide (e.g., α-defensin, β-defensin or bactenecin), or a peptide containing only one or two dominating amino acids (e.g., PR-39 or indolicidin). A cell permeation peptide can also include a nuclear localization signal (NLS). For example, a cell permeation peptide can be a bipartite amphipathic peptide, such as MPG, which is derived from the fusion peptide domain of HIV-1 gp41 and the NLS of SV40 large T antigen. Simeoni et al., 31 Nucl. Acids Res. 2717-24 (2003).


Representative patents that teach the preparation of oligonucleotide conjugates include, but are not limited to, U.S. Pat. No. 4,828,979; No. 4,948,882; No. 5,218,105; No. 5,525,465; No. 5,541,313; No. 5,545,730; No. 5,552,538; No. 5,578,717, No. 5,580,731; No. 5,591,584; No. 5,109,124; No. 5,118,802; No. 5,138,045; No. 5,414,077; No. 5,486,603; No. 5,512,439; No. 5,578,718; No. 5,608,046; No. 4,587,044; No. 4,605,735; No. 4,667,025; No. 4,762,779; No. 4,789,737; No. 4,824,941; No. 4,835,263; No. 4,876,335; No. 4,904,582; No. 4,958,013; No. 5,082,830; No. 5,112,963; No. 5,214,136; No. 5,082,830; No. 5,112,963; No. 5,214,136; No. 5,245,022; No. 5,254,469; No. 5,258,506; No. 5,262,536; No. 5,272,250; No. 5,292,873; No. 5,317,098; No. 5,371,241, No. 5,391,723; No. 5,416,203, No. 5,451,463; No. 5,510,475; No. 5,512,667; No. 5,514,785; No. 5,565,552; No. 5,567,810; No. 5,574,142; No. 5,585,481; No. 5,587,371; No. 5,595,726; No. 5,597,696; No. 5,599,923; No. 5,599,928; No. 5,688,941; No. 6,294,664; No. 6,320,017; No. 6,576,752; No. 6,783,931; No. 6,900,297; and No. 7,037,646.


It is not necessary for all positions in a given compound to be uniformly modified, and in fact more than one of the aforementioned modifications can be incorporated in a single compound or even at a single nucleoside within an oligonucleotide. The present invention also includes oligonucleotide molecule compounds which are chimeric compounds. “Chimeric” RNA effector molecule compounds or “chimeras,” in the context of this invention, are oligonucleotide compounds, such as dsRNAs, that contain two or more chemically distinct regions, each made up of at least one monomer unit, i.e., a nucleotide in the case of a dsRNA compound. These RNA effector molecules typically contain at least one region wherein the RNA is modified so as to confer upon the RNA effector molecule increased resistance to nuclease degradation, increased cellular uptake, and/or increased binding affinity for the target nucleic acid. An additional region of the oligonucleotide can serve as a substrate for enzymes capable of cleaving RNA:DNA or RNA:RNA hybrids. By way of example, RNase H is a cellular endonuclease which cleaves the RNA strand of a RNA:DNA duplex. Activation of RNase H, therefore, results in cleavage of the RNA target, thereby greatly enhancing the efficiency of RNA effector molecule inhibition of gene expression. Consequently, comparable results can often be obtained with shorter RNA effector molecules when chimeric dsRNAs are used, compared to phosphorothioate deoxydsRNAs hybridizing to the same target region. Cleavage of the oligonucleotide can be routinely detected by gel electrophoresis and, if necessary, associated nucleic acid hybridization techniques known in the art.


VI. INTRODUCTION/DELIVERY OF RNA EFFECTOR MOLECULES

The delivery of an oligonucleotide (e.g., a RNA effector molecule) to cells according to methods provided herein can be achieved in a number of different ways. For example, delivery can be performed directly by administering a composition comprising a RNA effector molecule, e.g., a dsRNA, into cell culture. Alternatively, delivery can be performed indirectly by administering into the cell one or more vectors that encode and direct the expression of the RNA effector molecule. These alternatives are discussed further herein.


In some embodiments, the RNA effector molecule is a siRNA or shRNA effector molecule introduced into a cell by introducing into the cell an invasive bacterium containing one or more siRNA or shRNA effector molecules or DNA encoding one or more siRNA or shRNA effector molecules (a process sometimes referred to as transkingdom RNAi (tkRNAi)). The invasive bacterium can be an attenuated strain of Listeria, Shigella, Salmonella, E. coli, or Bifidobacteriae, or a non-invasive bacterium that has been genetically modified to increase its invasive properties, e.g., by introducing one or more genes that enable invasive bacteria to access the cytoplasm of cells. Examples of such cytoplasm-targeting genes include listeriolysin O of Listeria and the invasin protein of Yersinia pseudotuberculosis. Methods for delivering RNA effector molecules to animal cells to induce transkingdom RNAi (tkRNAi) are known in the art. See, e.g., U.S. Patent Pubs. No. 2008/0311081 and No. 2009/0123426. In one embodiment, the RNA effector molecule is a siRNA molecule. In one embodiment, the RNA effector molecule is not a shRNA molecule.


As noted herein, oligonucleotides can be modified to prevent rapid degradation of the dsRNA by endo- and exo-nucleases and avoid undesirable off-target effects. For example, RNA effector molecules can be modified by chemical conjugation to lipophilic groups such as cholesterol to enhance cellular uptake and prevent degradation. In one embodiment, the RNA effector molecule is not modified by chemical conjugation to a lipophilic group, e.g., cholesterol.


In an alternative embodiment, RNA effector molecules can be delivered using a drug delivery system such as a nanoparticle, a dendrimer, a polymer, a liposome, or a cationic delivery system. Positively charged cationic delivery systems facilitate binding of a RNA effector molecule (negatively charged) and also enhance interactions at the negatively charged cell membrane to permit efficient cellular uptake. Cationic lipids, dendrimers, or polymers can either be bound to RNA effector molecules, or induced to form a vesicle or micelle that encases the RNA effector molecule. See, e.g., Kim et al., 129 J. Contr. Release 107-16 (2008). Methods for making and using cationic-RNA effector molecule complexes are well within the abilities of those skilled in the art. See e.g., Sorensen et al 327 J. Mol. Biol. 761-66 (2003); Verma et al., 9 Clin. Cancer Res. 1291-1300 (2003); Arnold et al., 25 J. Hypertens. 197-205 (2007).


Where the RNA effector molecule is a double-stranded molecule, such as a small interfering RNA (siRNA), comprising a sense strand and an antisense strand, the sense strand and antisense strand can be separately and temporally exposed to a cell, cell lysates, tissue, or cell culture. The phrase “separately and temporally” refers to the introduction of each strand of a double-stranded RNA effector molecule to a cell, cell lysates, tissue or cell culture in a single-stranded form, e.g., in the form of a non-annealed mixture of both strands or as separate, i.e., unmixed, preparations of each strand. In some embodiments, there is a time interval between the introduction of each strand which can range from seconds to several minutes to about an hour or more, e.g., 12 hr, 24 hr, 48 hr, 72 hr, 84 hr, 96 hr, or 108 hr, or more. Separate and temporal administration can be performed with canonical or non-canonical RNA effector molecules.


It is also contemplated herein that a plurality of RNA effector molecules are administered in a separate and temporal manner. Thus, each of a plurality of RNA effector molecules can be administered at a separate time or at a different frequency interval to achieve the desired average percent inhibition for the target gene. For example, RNA effector molecules targeting Bak can be administered more frequently than a RNA effector molecule targeting LDH, as the expression of Bak recovers faster following treatment with a Bak RNA effector molecule. In one embodiment, the RNA effector molecules are added at a concentration from approximately 0.01 nM to 200 nM. In another embodiment, the RNA effector molecules are added at an amount of approximately 50 molecules per cell up to and including 500,000 molecules per cell. In another embodiment, the RNA effector molecules are added at a concentration from about 0.1 fmol/106 cells to about 1 pmol/106 cells.


In another aspect, a RNA effector molecule for modulating expression of a target gene can be expressed from transcription units inserted into DNA or RNA vectors. See, e.g., Couture et al., 12 TIG 5-10 (1996); WO 00/22113; WO 00/22114; U.S. Pat. No. 6,054,299. Expression can be transient (on the order of hours to weeks) or sustained (weeks to months or longer), depending upon the specific construct used and the target tissue or cell type. These transgenes can be introduced as a linear construct, a circular plasmid, or a viral vector, which can be an integrating or non-integrating vector. The transgene can also be constructed to permit it to be inherited as an extra chromosomal plasmid. Gassmann, et al., 92 PNAS 1292 (1995).


The individual strand or strands of a RNA effector molecule can be transcribed from a promoter on an expression vector. Where two separate strands are to be expressed to generate, for example, a dsRNA, two separate expression vectors can be co-introduced (e.g., by transfection or infection) into a target cell. Alternatively each individual strand of a dsRNA can be transcribed by promoters both of which are located on the same expression plasmid. In one embodiment, a dsRNA is expressed as an inverted repeat joined by a linker polynucleotide sequence such that the dsRNA has a stem and loop structure.


RNA effector molecule expression vectors are generally DNA plasmids or viral vectors. Expression vectors compatible with eukaryotic cells, such as those compatible with vertebrate cells, insect cells, or yeast cells can be used to produce recombinant constructs for the expression of a RNA effector molecule as described herein. Eukaryotic cell expression vectors are well known in the art and are available from a number of commercial sources. Typically, such vectors are provided containing convenient restriction sites for insertion of the desired nucleic acid segment. RNA effector molecule expressing vectors can be delivered directly to target cells using standard transfection and transduction methods.


RNA effector molecule expression plasmids can be transfected into target cells as a complex with cationic lipid carriers (e.g., OLIGOFECTAMINE™ transfection reagent) or non-cationic lipid-based carriers (e.g., TRANSIT-TKO® transfection reagent, Mirus Bio LLC, Madison, Wis.). Multiple lipid transfections for RNA effector molecule-mediated knockdowns targeting different regions of a target RNA over a period of a week or more are also contemplated by the invention. Successful introduction of vectors into host cells can be monitored using various known methods. For example, transient transfection can be signaled with a reporter, such as a fluorescent marker, such as Green Fluorescent Protein (GFP). Stable transfection of cells ex vivo can be ensured using markers that provide the transfected cell with resistance to specific environmental factors (e.g., antibiotics and drugs), such as hygromycin B resistance. RNA effector molecule expression plasmids can be transfected into target cells as a complex with cationic lipid carriers (e.g., OLIGOFECTAMINE™ reagent) or non-cationic lipid-based carriers (e.g., TRANSIT-TKO® transfection reagent). Multiple lipid transfections for RNA effector molecule-mediated knockdowns targeting different regions of a target RNA over a period of a week or more are also contemplated by the invention. Successful introduction of vectors into host cells can be monitored using various known methods. For example, transient transfection can be signaled with a reporter, such as a fluorescent marker, such as GFP. Stable transfection of cells ex vivo can be ensured using markers that provide the transfected cell with resistance to specific environmental factors (e.g., antibiotics and drugs), such as hygromycin B resistance.


Viral vector systems which can be utilized with the methods and compositions described herein include, but are not limited to, (a) adenovirus vectors; (b) retrovirus vectors, including but not limited to lentiviral vectors, moloney murine leukemia virus, etc.; (c) adeno-associated virus vectors; (d) herpes simplex virus vectors; (e) SV 40 vectors; (f) polyoma virus vectors; (g) papilloma virus vectors; (h) picornavirus vectors; (i) pox virus vectors such as an orthopox, e.g., vaccinia virus vectors or avipox, e.g., canary pox or fowl pox; and (j) a helper-dependent or gutless adenovirus. Replication-defective viruses can also be advantageous. Different vectors will or will not become incorporated into the cells' genome. The constructs can include viral sequences for transfection, if desired. Alternatively, the construct can be incorporated into vectors capable of episomal replication, e.g., EPV and EBV vectors. Constructs for the recombinant expression of a RNA effector molecule will generally require regulatory elements, e.g., promoters, enhancers, etc., to ensure the expression of the RNA effector molecule in target cells. Other aspects to consider for vectors and constructs are further described herein.


Vectors useful for the delivery of a RNA effector molecule will include regulatory elements (promoter, enhancer, etc.) sufficient for expression of the RNA effector molecule in the desired target cell or tissue. The regulatory elements can be chosen to provide either constitutive or regulated/inducible expression.


Expression of the RNA effector molecule can be precisely regulated, for example, by using an inducible regulatory sequence that is sensitive to certain physiological regulators, e.g., glucose levels. Docherty et al., 8 FASEB J. 20-24 (1994). Such inducible expression systems, suitable for the control of dsRNA expression in cells include, for example, regulation by ecdysone, estrogen, progesterone, tetracycline, chemical inducers of dimerization, and isopropyl-β-D1-thiogalactopyranoside (IPTG). A person skilled in the art would be able to choose the appropriate regulatory/promoter sequence based on the intended use of the RNA effector molecule transgene.


In a specific embodiment, viral vectors that contain nucleic acid sequences encoding a RNA effector molecule can be used. For example, a retroviral vector can be used. See Miller et al., 217 Meth. Enzymol. 581-99 (1993); U.S. Pat. No. 6,949,242. Retroviral vectors contain the components necessary for the correct packaging of the viral genome and integration into the host cell DNA. The nucleic acid sequences encoding a RNA effector molecule are cloned into one or more vectors, which facilitates delivery of the nucleic acid into a cell. More detail about retroviral vectors can be found, for example, in Boesen et al., 6 Biotherapy 291-302 (1994), which describes the use of a retroviral vector to deliver the mdr1 gene to hematopoietic stem cells in order to make the stem cells more resistant to chemotherapy. Other references illustrating the use of retroviral vectors in gene therapy include Clowes et al., 93 J. Clin. Invest. 644-651 (1994); Kiem et al., 83 Blood 1467-73 (1994); Salmons & Gunzberg, 4 Human Gene Ther. 129-11 (1993); Grossman & Wilson, 3 Curr. Opin. Genetics Devel. 110-14 (1993). Lentiviral vectors contemplated for use include, for example, the HIV based vectors described in U.S. Pat. No. 6,143,520; No. 5,665,557; and No. 5,981,276.


It should be noted, as discussed herein, that host cell-surface receptors for retroviral entry can be inhabited by ERV Env proteins (virus interference). See Miller, 93 PNAS 11407-13 (1996). The retroviral envelope (Env) protein mediates the binding of virus particles to their cellular receptors, enabling virus entry: the first step in a new replication cycle. If an ERV is expressed in a cell, re-infection by a related exogenous retrovirus is prevented through interference (also called receptor interference): the Env protein of an ERV that is inserted into the cell membrane will interfere with the corresponding exogenous virus by receptor competition. This protects the cell from being overloaded with retroviruses. For example, enJSRVs can block the entry of exogenous JSRVs because they all utilize the cellular hyaluronidase-2 as a receptor. Spencer et al., 77 J. Virol. 5749-53 (2003). It is noteworthy that defective ERVs are no less interfering. Two enJSRVs, enJS56A1 and enJSRV-20, contain a mutant Gag polyprotein that can interfere with the late stage replication of exogenous JSRVs. Arnaud et al., 2 PLoS e170 (2007). Thus, interference between defective and replication-competent retroviruses provides an important mechanism of ERV copy number control. Receptor interference by ERV-expressed Env molecules (e.g., expressed by the HERV-H family) can hinder transfection or re-infection of cells intended to produce recombinant proteins. Such effects may explain low copy number or low expression in retroviral vector-mediated recombinant host cells, such as host cells transfected with two retroviral vectors, each encoding a single, complementary antibody chain. Hence, a target gene of the present embodiments that inhibits expression of ERV Env protein(s) provides for increasing retroviral vector multiplicity in host cells and increased yield of biological product.


Adenoviruses are also contemplated for use in delivery of RNA effector molecules. A suitable AV vector for expressing a RNA effector molecule featured in the invention, a method for constructing the recombinant AV vector, and a method for delivering the vector into target cells, are described in Xia et al., 20 Nat. Biotech. 1006-10 (2002).


Use of Adeno-associated virus (AAV) vectors is also contemplated (Walsh et al., 204 Proc. Soc. Exp. Biol. Med. 289-300 (1993); U.S. Pat. No. 5,436,146. In one embodiment, the RNA effector molecule can be expressed as two separate, complementary single-stranded RNA molecules from a recombinant AAV vector having, for example, either the U6 or H1 RNA promoters, or the cytomegalovirus (CMV) promoter. Suitable AAV vectors for expressing the dsRNA featured in the invention, methods for constructing the recombinant AV vector, and methods for delivering the vectors into target cells are described in Samulski et al., 61J. Virol. 3096-101 (1987); Fisher et al., 70 J. Virol, 70: 520-32 (1996); Samulski et al., 63 J. Virol. 3822-26 (1989); U.S. Pat. No. 5,252,479 and No. 5,139,941; WO 94/13788; WO 93/24641.


Another viral vector is a pox virus such as a vaccinia virus, for example an attenuated vaccinia such as Modified Virus Ankara (MVA) or NYVAC, an avipox such as fowl pox or canary pox.


The tropism of viral vectors can be modified by pseudotyping the vectors with envelope proteins or other surface antigens from other viruses, or by substituting different viral capsid proteins, as appropriate. For example, lentiviral vectors can be pseudotyped with surface proteins from vesicular stomatitis virus (VSV), rabies, Ebola, Mokola, Baculovirus, and the like. Mononegavirales, e.g., VSV or respiratory syncytial virus (RSV) can be pseudotyped with Baculovirus. U.S. Pat. No. 7,041,489. AAV vectors can be made to target different cells by engineering the vectors to express different capsid protein serotypes. See, e.g., Rabinowitz et al., 76 J. Virol. 791-801 (2002).


In one embodiment, the invention provides compositions containing a RNA effector molecule, as described herein, and an acceptable carrier. The composition containing the RNA effector molecule is useful for enhancing the production of a biological product by a cell by modulating the expression or activity of a target gene in the cell. Such compositions are formulated based on the mode of delivery. Provided herein are exemplary RNA effector molecules useful in improving the production of a biological product. In one embodiment, the RNA effector molecule in the composition is a siRNA. Alternatively, the RNA effector molecule in the composition is not a siRNA.


In another embodiment, a composition is provided herein comprising a plurality of RNA effector molecules that permit inhibition of expression of an immune response pathway and a cellular process; such as INFRA1 or IFNB genes, and PTEN, BAK, FN1 or LDHA genes. The composition can optionally be combined (or administered) with at least one additional RNA effector molecule targeting an additional cellular process including, but not limited to: carbon metabolism and transport, apoptosis, RNAi uptake and/or efficiency, reactive oxygen species production, cell cycle control, protein folding, pyroglutamation protein modification, deamidase, glycosylation, disulfide bond formation, protein secretion, gene amplification, viral replication, viral infection, viral particle release, control of pH, and protein production.


In one embodiment, the compositions described herein comprise a plurality of RNA effector molecules. In one embodiment of this aspect, each of the plurality of RNA effector molecules is provided at a different concentration. In another embodiment of this aspect, each of the plurality of RNA effector molecules is provided at the same concentration. In another embodiment of this aspect, at least two of the plurality of RNA effector molecules are provided at the same concentration, while at least one other RNA effector molecule in the plurality is provided at a different concentration. It is appreciated one of skill in the art that a variety of combinations of RNA effector molecules and concentrations can be provided to a cell in culture to produce the desired effects described herein.


In one embodiment, a first RNA effector molecule is administered to a cultured cell, and then a second RNA effector molecule is administered to the cell (or vice versa). In a further embodiment, the first and second RNA effector molecules are administered to a cultured cell substantially simultaneously.


In another embodiment, a composition containing a RNA effector molecule described herein, e.g., a dsRNA directed against a host cell target gene, is administered to a cultured cell with a non-RNA agent useful for enhancing the production of a biological product by the cell.


The compositions featured herein are administered in amounts sufficient to inhibit expression of target genes. In general, a suitable dose of RNA effector molecule will be in the range of 0.001 to 200.0 milligrams per unit volume per day. In another embodiment, the RNA effector molecule is provided in the range of 0.001 nM to 200 mM per day, generally in the range of 0.1 nM to 500 nM, inclusive. For example, the dsRNA can be administered at 0.01 nM, 0.05 nM, 0.1 nM, 0.5 nM, 0.75 nM, 1 nM, 1.5 nM, 2 nM, 3 nM, 10 nM, 20 nM, 30 nM, 40 nM, 50 nM, 100 nM, 200 nM, 400 nM, or 500 nM per single dose. In one embodiment, the RNA effector molecule is administered or contacted with a cell at a concentration less than 50 nM.


The composition can be administered once daily, or the RNA effector molecule can be administered as two, three, or more sub-doses at appropriate intervals throughout the day or delivery through a controlled release formulation. In that case, the RNA effector molecule contained in each sub-dose must be correspondingly smaller in order to achieve the total daily dosage. The dosage unit can also be compounded for delivery over several days, e.g., using a conventional sustained release formulation, which provides sustained release of the RNA effector molecule over a several-day-period. Sustained release formulations are well known in the art and are particularly useful for delivery of agents to a particular site, such as could be used with the agents of the present invention. It should be noted that when administering a plurality of RNA effector molecules, one should consider that the total dose of RNA effector molecules will be higher than when each is administered alone. For example, administration of three RNA effector molecules each at 1 nM (e.g., for effective inhibition of target gene expression) will necessarily result in a total dose of 3 nM to the cell. One of skill in the art can modify the necessary amount of each RNA effector molecule to produce effective inhibition of each target gene while preventing any unwanted toxic effects to the embryo resulting from high concentrations of either the RNA effector molecules or delivery agent.


The effect of a single dose on target gene transcript levels can be long-lasting, such that subsequent doses are administered at not more than 3-, 4-, or 5-day intervals, or at not more than 1-, 2-, 3-, or 4-week intervals.


In one embodiment, the administration of the RNA effector molecule is ceased at least 6 hr, at least 12 hr, at least 18 hr, at least 36 hr, at least 48 hr, at least 60 hr, at least 72 hr, at least 96 hr, or at least 120 hr, or at least 1 week, before isolation of the biological product. Thus in one embodiment, contacting a host cell (e.g., in a large scale host cell culture) with a RNA effector molecule is complete at least 6 hr, at least 12 hr, at least 18 hr, at least 36 hr, at least 48 hr, at least 60 hr, at least 72 hr, at least 96 hr, or at least 120 hr, or at least 1 week, before isolation of the biological product.


It is also noted that, in certain embodiments, it can be beneficial to contact the cells in culture with a RNA effector molecule such that a constant number (or at least a minimum number) of RNA effector molecules per each cell is maintained. Maintaining the levels of the RNA effector molecule as such can ensure that modulation of target gene expression is maintained even at high cell densities.


Alternatively, the amount of a RNA effector molecule can be administered according to the cell density. In such embodiments, the RNA effector molecule(s) is added at a concentration of at least 0.01 fmol/106 cells, at least 0.1 fmol/106 cells, at least 0.5 fmol/106 cells, at least 0.75 fmol/106 cells, at least 1 fmol/106 cells, at least 2 fmol/106 cells, at least 5 fmol/106 cells, at least 10 fmol/106 cells, at least 20 fmol/106 cells, at least 30 fmol/106 cells, at least 40 fmol/106 cells, at least 50 fmol/106 cells, at least 60 fmol/106 cells, at least 100 fmol/106 cells, at least 200 fmol/106 cells, at least 300 fmol/106 cells, at least 400 fmol/106 cells, at least 500 fmol/106 cells, at least 700 fmol/106 cells, at least 800 fmol/106 cells, at least 900 fmol/106 cells, or at least 1 pmol/106 cells, or more.


In an alternate embodiment, the RNA effector molecule is administered at a dose of at least 10 molecules per cell, at least 20 molecules per cell (molecules/cell), at least 30 molecules/cell, at least 40 molecules/cell, at least 50 molecules/cell, at least 60 molecules/cell, at least 70 molecules/cell, at least 80 molecules/cell, at least 90 molecules/cell at least 100 molecules/cell, at least 200 molecules/cell, at least 300 molecules/cell, at least 400 molecules/cell, at least 500 molecules/cell, at least 600 molecules/cell, at least 700 molecules/cell, at least 800 molecules/cell, at least 900 molecules/cell, at least 1000 molecules/cell, at least 2000 molecules/cell, at least 5000 molecules/cell or more, inclusive.


In some embodiments, the RNA effector molecule is administered at a dose within the range of 10-100 molecules/cell, 10-90 molecules/cell, 10-80 molecules/cell, 10-70 molecules/cell, 10-60 molecules/cell, 10-50 molecules/cell, 10-40 molecules/cell, 10-30 molecules/cell, 10-20 molecules/cell, 90-100 molecules/cell, 80-100 molecules/cell, 70-100 molecules/cell, 60-100 molecules/cell, 50-100 molecules/cell, 40-100 molecules/cell, 30-100 molecules/cell, 20-100 molecules/cell, 30-60 molecules/cell, 30-50 molecules/cell, 40-50 molecules/cell, 40-60 molecules/cell, or any range there between.


In one embodiment of the methods described herein, the RNA effector molecule is provided to the cells in a continuous infusion. The continuous infusion can be initiated at day zero (e.g., the first day of cell culture or day of inoculation with a RNA effector molecule) or can be initiated at any time period during the biological production process. Similarly, the continuous infusion can be stopped at any time point during the biological production process. Thus, the infusion of a RNA effector molecule or composition can be provided and/or removed at a particular phase of cell growth, a window of time in the production process, or at any other desired time point. The continuous infusion can also be provided to achieve a “desired average percent inhibition” for a target gene, as that term is used herein.


In one embodiment, a continuous infusion can be used following an initial bolus administration of a RNA effector molecule to a cell culture. In this embodiment, the continuous infusion maintains the concentration of RNA effector molecule above a minimum level over a desired period of time. The continuous infusion can be delivered at a rate of 0.03 pmol/L of culture/hour to 3 pmol/L of culture/hour, for example, at 0.03 pmol/L/hr, 0.05 pmol/L/hr, 0.08 pmol/L/hr, 0.1 pmol/L/hr, 0.2 pmol/L/hr, 0.3 pmol/L/hr, 0.5 pmol/L/hr, 1.0 pmol/L/hr, 2 pmol/L/hr, or 3 pmol/L/hr, or any value there between.


In one embodiment, the RNA effector molecule is administered as a sterile aqueous solution. In one embodiment, the RNA effector molecule is formulated in a non-lipid formulation. In another embodiment, the RNA effector molecule is formulated in a cationic or non-cationic lipid formulation. In still another embodiment, the RNA effector molecule is formulated in a cell medium suitable for culturing a host cell (e.g., a serum-free medium). In one embodiment, an initial concentration of RNA effector molecule(s) is supplemented with a continuous infusion of the RNA effector molecule to maintain modulation of expression of a target gene. In another embodiment, the RNA effector molecule is applied to cells in culture at a particular stage of cell growth (e.g., early log phase) in a bolus dosage to achieve a certain concentration (e.g., 1 nM), and provided with a continuous infusion of the RNA effector molecule.


The RNA effector molecule(s) can be administered once daily, or the RNA effector molecule treatment can be repeated (e.g., two, three, or more doses) by adding the composition to the culture medium at appropriate intervals/frequencies throughout the production of the biological product. As used herein the term “frequency” refers to the interval at which transfection of the cell culture occurs and can be optimized by one of skill in the art to maintain the desired level of inhibition for each target gene. In one embodiment, RNA effector molecules are contacted with cells in culture at a frequency of every 48 hours. In other embodiments, the RNA effector molecules are administered at a frequency of e.g., every 4 hr, every 6 hr, every 12 hr, every 18 hr, every 24 hr, every 36 hr, every 72 hr, every 84 hr, every 96 hr, every 5 days, every 7 days, every 10 days, every 14 days, every 3 weeks, or more during the production of the biological product. The frequency can also vary, such that the interval between each dose is different (e.g., first interval 36 hr; second interval 48 hr; third interval 72 hr, etc).


The term “frequency” can be similarly applied to nutrient feeding of a cell culture during the production of a biological product. The frequency of treatment with RNA effector molecule(s) and nutrient feeding need not be the same. To be clear, nutrients can be added at the time of RNA effector treatment or at an alternate time. The frequency of nutrient feeding can be a shorter interval or a longer interval than RNA effector molecule treatment. For example, the dose of RNA effector molecule can be applied at a 48-hour-interval while nutrient feeding can be applied at a 24-hour-interval. During the entire length of the interval for producing the biological product (e.g., 3 weeks) there can be more doses of nutrients than RNA effector molecules or less doses of nutrients than RNA effector molecules. Alternatively, the amount of treatments with RNA effector molecule(s) is equal to that of nutrient feedings.


The frequency of RNA effector molecule treatment can be optimized to maintain an “average percent inhibition” of a particular target gene. As used herein, the term “desired average percent inhibition” refers to the average degree of inhibition of target gene expression over time that is necessary to produce the desired effect and which is below the degree of inhibition that produces any unwanted or negative effects. For example, the desired inhibition of Bax/Bak is typically >80% inhibition to effect a decrease in apoptosis, while the desired average inhibition of LDH may be less (e.g., 70%) as high degrees of LDH average inhibition (e.g., 90%) decrease cell viability. In some embodiments, the desired average percent inhibition is at least 20%, at least 30%, at least 40%, at least 50%, at least 60%, at least 70%, at least 80%, at least 85%, at least 90%, at least 95%, at least 99%, or even 100% (i.e., absent). One of skill in the art can use routine cell death assays to determine the upper limit for desired percent inhibition (e.g., level of inhibition that produces unwanted effects). One of skill in the art can also use methods to detect target gene expression (e.g., PERT) to determine an amount of a RNA effector molecule that produces gene modulation. See Zhang et al., 102 Biotech. Bioeng. 1438-47 (2009). The percent inhibition is described herein as an average value over time, since the amount of inhibition is dynamic and can fluctuate slightly between doses of the RNA effector molecule.


In one embodiment of the methods described herein, the RNA effector molecule is added to the culture medium of the cells in culture. The methods described herein can be applied to any size of cell culture flask and/or bioreactor. For example, the methods can be applied in bioreactors or cell cultures of 1 L, 3 L, 5 L, 10 L, 15 L, 40 L, 100 L, 500 L, 1000 L, 2000 L, 3000 L, 4000 L, 5000 L or larger. In some embodiments, the cell culture size can range from 0.01 L to 5000 L, from 0.1 L to 5000 L, from 1 L to 5000 L, from 5 L to 5000 L, from 40 L to 5000 L, from 100 L to 5000 L, from 500 L to 5000 L, from 1000 L to 5000 L, from 2000 L to 5000 L, from 3000 L to 5000 L, from 4000 L to 5000 L, from 4500 L to 5000 L, from 0.01 L to 1000 L, from 0.01 L to 500 L, from 0.01 L to 100 L, from 0.01 L to 40 L, from 15 L to 2000 L, from 40 L to 1000 L, from 100 L to 500 L, from 200 L to 400 L, or any integer there between.


The RNA effector molecule(s) can be added during any phase of cell growth including, but not limited to, lag phase, stationary phase, early log phase, mid-log phase, late-log phase, exponential phase, or death phase. It is preferred that the cells are contacted with the RNA effector molecules prior to their entry into the death phase. In some embodiments, such as when targeting an apoptotic pathway, it may be desired to contact the cell in an earlier growth phase such as the lag phase, early log phase, mid-log phase or late-log phase (e.g., Bax/Bak inhibition). In other embodiments, it may be desired or acceptable to inhibit target gene expression at a later phase in the cell growth cycle (e.g., late-log phase or stationary phase), for example when growth-limiting products such as lactate are formed (e.g., LDH inhibition).


Compositions


Compositions for enhancing production of a biological product in cell culture by modulating the expression of a target gene in a host cell are also provided.


In one embodiment, the invention provides compositions containing a RNA effector molecule, as described herein, and an acceptable carrier. The composition containing the RNA effector molecule is useful for enhancing the production of a biological product by a cell by modulating the expression or activity of a target gene in the cell. Such compositions are formulated based on the mode of delivery. Provided herein are exemplary RNA effector molecules useful in improving the production of a biological product. In one embodiment, the RNA effector molecule in the composition is a siRNA. Alternatively, the RNA effector molecule in the composition is not a siRNA.


The RNA effector molecule compositions of the invention can be formulated as suspension in aqueous, non-aqueous, or mixed media and can be formulated in a lipid or non-lipid formulations, e.g., as described herein (see, e.g., the instant specification under section headings: ligand, lipid/oligonucleotide complexes, emulsions, surfactants, penetration enhancers, and additional carriers).


In one embodiment, the composition comprises at least one RNA effector molecule and a reagent that facilitates RNA effector molecule uptake, for example, an emulsion, a cationic lipid, a non-cationic lipid, a charged lipid, a liposome, an anionic lipid, a penetration enhancer, a transfection reagent or a modification to the RNA effector molecule for attachment, e.g., a ligand, a targeting moiety, a peptide, a lipophilic group, etc.


In some embodiments, the RNA effector molecule composition comprises a reagent that facilitates RNA effector molecule uptake which comprises “Lipid H” also known as lipid No. 200, “Lipid K” also known as lipid No. 201, “Lipid L” also known as lipid No. 202, “Lipid M” also known as lipid No. 203, “Lipid P” also known as lipid No, 204, or “Lipid R” also known as lipid No. 205, whose formulas are indicated as follows:




embedded image


In another embodiment, the composition comprising a RNA effector molecule further comprises a growth medium, e.g., suitable for growth of the host cell. In one embodiment, the growth medium is a chemically defined media such as Biowhittaker® POWERCHO® (Lonza, Basel, Switzerland), HYCLONE PF CHO™ (Thermo Scientific, Fisher Scientific), GIBCO® CD DG44 (Invitrogen, Carlsbad, Calif.), Medium M199 (Sigma-Aldrich), OPTIPRO™ SFM (Gibco), etc.). The RNA effector is ideally present in a concentration such that, when reconstituted, would be in a convenient dosage unit; for example, a concentration useful for use in a 1 L culture.


In still another embodiment, the RNA effector molecule composition comprises a growth media supplement, e.g., an agent selected from the group consisting of essential amino acids (e.g., glutamine), 2-mercapto-ethanol, bovine serum albumin (BSA), lipid concentrate, cholesterol, catalase, insulin, human transferrin, superoxide dismutase, biotin, DL α-tocopherol acetate, DL α-tocopherol, vitamins (e.g., Vitamin A (acetate), choline chloride, D-calcium pantothenate, folic acid, Nicotinamide, pyridoxal hydrochloride, riboflavin, thiamine hydrochloride, i-Inositol), corticosterone, D-galactose, ethanolamine HCl, glutathione (reduced), L-carnitine HCl, linoleic acid, linolenic acid, progesterone, putrescine 2HCl, sodium selenite, T3 (triodo-I-thyronine), growth factors (e.g., EGF), iron, L-glutamine, L-alanyl-L-glutamine, sodium hypoxanthine, aminopterin and thymidine, arachidonic acid, ethyl Alcohol 100%, myristic acid, oleic acid, palmitic acid, almitoleic acid, pluronic F-68® (Invitrogen, Carlsbad, Calif.), stearic acid 10, TWEEN 80® nonionic surfactant (Invitrogen), sodium pyruvate, and glucose.


The RNA effector molecule composition can be provided in a sterile solution or lyophilized. In one embodiment the composition is packaged in discrete units by concentration and/or volume, e.g., to supply RNA effector molecule suitable for administration at various frequencies of administration and dosages, e.g., frequencies and dosages described herein.


In one embodiment, the composition is formulated for administration to cells according to a dosage regimen described herein, e.g., at a frequency of 6 hr, 12 hr, 24 hr, 36 hr, 48 hr, 72 hr, 84 hr, 96 hr, 108 hr, or more. Alternatively the composition is formulated at a dosage for continuous infusion.


Compositions containing two or more RNA effector molecules directed against separate target genes are also provided. The compositions can be used to enhance production of a biological product in cell culture by modulating expression of a first target gene and at least a second target gene in the cultured cells. In another embodiment, compositions containing two or more RNA effector molecules directed against the same target gene are provided.


Lipid/Oligonucleotide Complexes


In some embodiments, a reagent that facilitates RNA effector molecule uptake comprises a charged lipid, an emulsion, a liposome, a cationic or non-cationic lipid, an anionic lipid, a transfection reagent or a penetration enhancer as described herein. In one embodiment, the reagent that facilitates RNA effector molecule uptake used herein comprises a charged lipid as described in U.S. Application Ser. No. 61/267,419, filed 7 Dec. 2009.


The oligonucleotides of the present invention can be encapsulated within liposomes or can form complexes thereto, in particular to cationic liposomes. Alternatively, RNA effector molecules can be complexed to lipids, in particular to cationic lipids. Suitable fatty acids and esters include but are not limited to arachidonic acid, oleic acid, eicosanoic acid, lauric acid, caprylic acid, capric acid, myristic acid, palmitic acid, stearic acid, linoleic acid, linolenic acid, dicaprate, tricaprate, monoolein, dilaurin, glyceryl 1-monocaprate, 1-dodecylazacycloheptan-2-one, an acylcarnitine, an acylcholine, or a C1-20 alkyl ester (e.g., isopropylmyristate IPM), monoglyceride, diglyceride, or acceptable salts thereof.


In one embodiment, the RNA effector molecules are fully encapsulated in the lipid formulation (e.g., to form a SPLP, pSPLP, SNALP, or other nucleic acid-lipid particle). The term “SNALP” refers to a stable nucleic acid-lipid particle: a vesicle of lipids coating a reduced aqueous interior comprising a nucleic acid such as a RNA effector molecule or a plasmid from which a RNA effector molecule is transcribed. SNALPs are described, e.g., in U.S. Patent Pubs. No. 2006/0240093, No. 2007/0135372; No. 2009/0291131; U.S. patent application Ser. No. 12/343,342; No. 12/424,367. The term “SPLP” refers to a nucleic acid-lipid particle comprising plasmid DNA encapsulated within a lipid vesicle. SNALPs and SPLPs typically contain a cationic lipid, a non-cationic lipid, and a lipid that prevents aggregation of the particle (e.g., a PEG-lipid conjugate). SPLPs include “pSPLP,” which include an encapsulated condensing agent-nucleic acid complex as set forth in WO 00/03683. The particles in this embodiment typically have a mean diameter of about 50 nm to about 150 nm, or about 60 nm to about 130 nm, or about 70 nm to about 110 nm, or typically about 70 nm to about 90 nm, inclusive, and are substantially nontoxic. In addition, the nucleic acids when present in the nucleic acid-lipid particles of the present invention are resistant in aqueous solution to degradation with a nuclease. Nucleic acid-lipid particles and their method of preparation are reported in, e.g., U.S. Pat. No. 5,976,567; No. 5,981,501; No. 6,534,484; No. 6,586,410; No. 6,815,432; and WO 96/40964.


The lipid to drug ratio (mass/mass ratio) (e.g., lipid to dsRNA ratio) can be in ranges of from about 1:1 to about 50:1, from about 1:1 to about 25:1, from about 3:1 to about 15:1, from about 4:1 to about 10:1, from about 5:1 to about 9:1, or about 6:1 to about 9:1, inclusive.


A cationic lipid of the formulation can comprise at least one protonatable group having a pKa of from 4 to 15. The cationic lipid can be, for example, N,N-dioleyl-N,N-dimethylammonium chloride (DODAC), N,N-distearyl-N,N-dimethylammonium bromide (DDAB), N—(I-(2,3-dioleoyloxy)propyl)-N,N,N-trimethylammonium chloride (DOTAP), N—(I-(2,3-dioleyloxy)propyl)-N,N,N-trimethylammonium chloride (DOTMA), N,N-dimethyl-2,3-dioleyloxy)propylamine (DODMA), 1,2-DiLinoleyloxy-N,N-dimethylaminopropane (DLinDMA), 1,2-Dilinolenyloxy-N,N-dimethylaminopropane (DLenDMA), 1,2-Dilinoleylcarbamoyloxy-3-dimethylaminopropane (DLin-C-DAP), 1,2-Dilinoleyoxy-3-(dimethylamino)acetoxypropane (DLin-DAC), 1,2-Dilinoleyoxy-3-morpholinopropane (DLin-MA), 1,2-Dilinoleoyl-3-dimethylaminopropane (DLinDAP), 1,2-Dilinoleylthio-3-dimethylaminopropane (DLin-S-DMA), 1-Linoleoyl-2-linoleyloxy-3-dimethylaminopropane (DLin-2-DMAP), 1,2-Dilinoleyloxy-3-trimethylaminopropane chloride salt (DLin-TMA.Cl), 1,2-Dilinoleoyl-3-trimethylaminopropane chloride salt (DLin-TAP.Cl), 1,2-Dilinoleyloxy-3-(N-methylpiperazino)propane (DLin-MPZ), or 3-(N,N-Dilinoleylamino)-1,2-propanediol (DLinAP), 3-(N,N-Dioleylamino)-1,2-propanedio (DOAP), 1,2-Dilinoleyloxo-3-(2-N,N-dimethylamino)ethoxypropane (DLin-EG-DMA), 2,2-Dilinoleyl-4-dimethylaminomethyl-[1,3]-dioxolane (DLin-K-DMA), 2,2-Dilinoleyl-4-dimethylaminoethyl-[1,3]-dioxolane, or a mixture thereof. The cationic lipid can comprise from about 20 mol % to about 70 mol %, inclusive, or about 40 mol % to about 60 mol %, inclusive, of the total lipid present in the particle. In one embodiment, cationic lipid can be further conjugated to a ligand.


A non-cationic lipid can be an anionic lipid or a neutral lipid, such as distearoyl-phosphatidylcholine (DSPC), dioleoylphosphatidylcholine (DOPC), dipalmitoyl-phosphatidylcholine (DPPC), dioleoylphosphatidylglycerol (DOPG), dipalmitoyl-phosphatidylglycerol (DPPG), dioleoyl-phosphatidylethanolamine (DOPE), palmitoyloleoyl-phosphatidylcholine (POPC), palmitoyloleoyl-phosphatidylethanolamine (POPE), dioleoyl-phosphatidylethanolamine 4-(N-maleimidomethyl)-cyclohexane-1-carboxylate (DOPE-mal), dipalmitoyl phosphatidyl ethanolamine (DPPE), dimyristoylphosphoethanolamine (DMPE), distearoyl-phosphatidyl-ethanolamine (DSPE), 16-O-monomethyl PE, 16-O-dimethyl PE, 18-1-trans PE, 1-stearoyl-2-oleoyl-phosphatidyethanolamine (SOPE), cholesterol, or a mixture thereof. The non-cationic lipid can be from about 5 mol % to about 90 mol %, inclusive, of about 10 mol %, to about 58 mol %, inclusive, if cholesterol is included, of the total lipid present in the particle.


The lipid that inhibits aggregation of particles can be, for example, a polyethyleneglycol (PEG)-lipid including, without limitation, a PEG-diacylglycerol (DAG), a PEG-dialkyloxypropyl (DAA), a PEG-phospholipid, a PEG-ceramide (Cer), or a mixture thereof. The PEG-DAA can be, for example, a PEG-dilauryloxypropyl (C12), a PEG-dimyristyloxypropyl (C14), a PEG-dipalmityloxypropyl (C16), or a PEG-distearyloxypropyl (C18). The lipid that prevents aggregation of particles can be from 0 mol % to about 20 mol % or about 2 mol % of the total lipid present in the particle. In one embodiment, PEG lipid can be further conjugated to a ligand.


In some embodiments, the nucleic acid-lipid particle further includes a steroid such as, cholesterol at, e.g., about 10 mol % to about 60 mol %, inclusive, or about 48 mol % of the total lipid present in the particle.


In one embodiment, the lipid particle comprises a steroid, a PEG lipid and a cationic lipid of formula (I):




embedded image


wherein each Xa and Xb, for each occurrence, is independently C1-6 alkylene;


n is 0, 1, 2, 3, 4, or 5; each R is independently H,




embedded image


m is 0, 1, 2, 3 or 4; Y is absent, O, NR2, or S; R1 is alkyl alkenyl or alkynyl; each of which is optionally substituted with one or more substituents; and R2 is H, alkyl alkenyl or alkynyl; each of which is optionally substituted each of which is optionally substituted with one or more substituents.


In one example, the lipidoid ND98.4HCl (MW 1487) (Formula 2), Cholesterol (Sigma-Aldrich), and PEG-Ceramide C16 (Avanti Polar Lipids) can be used to prepare lipid RNA effector molecule nanoparticles (e.g., LNP01 particles). Stock solutions of each in ethanol can be prepared as follows: ND98, 133 mg/mL; Cholesterol, 25 mg/mL, PEG-Ceramide C16, 100 mg/mL. The ND98, Cholesterol, and PEG-Ceramide C16 stock solutions can then be combined in, e.g., a 42:48:10 molar ratio. The combined lipid solution can be mixed with aqueous RNA effector molecule (e.g., in sodium acetate pH 5) such that the final ethanol concentration is about 35% to 45% and the final sodium acetate concentration is about 100 mM to 300 mM, inclusive. Lipid RNA effector molecule nanoparticles typically form spontaneously upon mixing. Depending on the desired particle size distribution, the resultant nanoparticle mixture can be extruded through a polycarbonate membrane (e.g., 100 nm cut-off) using, for example, a thermobarrel extruder, such as Lipex Extruder (Northern Lipids, Inc). In some cases, the extrusion step can be omitted. Ethanol removal and simultaneous buffer exchange can be accomplished by, for example, dialysis or tangential flow filtration. Buffer can be exchanged with, for example, phosphate buffered saline (PBS) at about pH 7, e.g., about pH 6.9, about pH 7.0, about pH 7.1, about pH 7.2, about pH 7.3, or about pH 7.4.




embedded image


LNP01 formulations are described elsewhere, e.g., WO 2008/042973.


In one embodiment, the reagent that facilitates RNA effector molecule uptake used herein comprises a cationic lipid as described in e.g., U.S. Application Ser. No. 61/267,419, filed 7 Dec. 2009, and U.S. Application Ser. No. 61/334,398, filed 13 May 2010. In various embodiments, the RNA effector molecule composition described herein comprisescomprises a cationic lipid selected from the group consisting of: “Lipid H”, “Lipid K”; “Lipid L”, “Lipid M”; “Lipid P”; or “Lipid R”, whose formulas are indicated as follows:




embedded image


Also contemplated herein are various formulations of the lipids described above, such as, e.g., K8, P8 and L8 which refer to formulations comprising Lipid K, P, and L, respectively. Some exemplary lipid formulations for use with the methods and compositions described herein are found in e.g., Table 19:









TABLE 19







Example lipid formulations











Formulation
Cationic Lipid
Cationic Lipid
DOPE
Cholesterol


Number
Number
Mol %
%
%














1
200 (Lipid H)
48.08
51.92



2
200 (Lipid H)
47.94
47.06
5


3
201 (Lipid K)
45.56
54.44



4 (K8)
201 (Lipid K)
47.94
47.06
5


5 (L8)
202 (Lipid L)
47.94
47.06
5


6
203 (Lipid M)
53.01
44.49
2.5


7
203 (Lipid M)
47.94
47.06
5


8 (P8)
204 (Lipid P)
47.94
47.06
5


9
205 (Lipid R)
47.94
47.06
5









In another embodiment, the RNA effector molecule composition described herein further comprises a lipid formulation comprising a lipid selected from the group consisting of Lipid H, Lipid K, Lipid L, Lipid M, Lipid P, and Lipid R, and further comprises a neutral lipid and a sterol. In particular embodiments, the lipid formulation comprises between approximately 25 mol %-100 mol % of the lipid. In another embodiment, the lipid formulation comprises between 0 mol %-50 mol % cholesterol. In still another embodiment, the lipid formulation comprises between 30 mol %-65 mol % of a neutral lipid. In particular embodiments, the lipid formulation comprises the relative mol % of the components as listed in Table 20 as follows:









TABLE 20







Example lipid formulae












Series
Lipid (Mol %)
DOPE
Chol
















1
45.56
54.44
0



2
48.08
51.92
0



3
50.60
49.40
0



4
53.10
46.90
0



5
52.73
37.27
10



6
52.92
42.08
5



7
53.01
44.49
2.5



8
47.94
47.06
5










Additional exemplary lipid-siRNA formulations are as shown below in Table 69.









TABLE 69







lipid-siRNA formulations












cationic lipid/non-cationic





lipid/cholesterol/PEG-lipid conjugate




Cationic Lipid
Lipid:siRNA ratio
Process





SNALP
1,2-Dilinolenyloxy-N,N-
DLinDMA/DPPC/Cholesterol/PEG-




dimethylaminopropane (DLinDMA)
cDMA





(57.1/7.1/34.4/1.4)





lipid:siRNA~7:1



SNALP-
2,2-Dilinoleyl-4-dimethylaminoethyl-
XTC/DPPC/Cholesterol/PEG-cDMA



XTC
[1,3]-dioxolane (XTC)
57.1/7.1/34.4/1.4





lipid:siRNA~7:1



LNP05
2,2-Dilinoleyl-4-dimethylaminoethyl-
XTC/DSPC/Cholesterol/PEG-DMG
Extrusion



[1,3]-dioxolane (XTC)
57.5/7.5/31.5/3.5





lipid:siRNA~6:1



LNP06
2,2-Dilinoleyl-4-dimethylaminoethyl-
XTC/DSPC/Cholesterol/PEG-DMG
Extrusion



[1,3]-dioxolane (XTC)
57.5/7.5/31.5/3.5





lipid:siRNA~11:1



LNP07
2,2-Dilinoleyl-4-dimethylaminoethyl-
XTC/DSPC/Cholesterol/PEG-DMG
In-line



[1,3]-dioxolane (XTC)
60/7.5/31/1.5,
mixing




lipid: siRNA~6:1



LNP08
2,2-Dilinoleyl-4-dimethylaminoethyl-
XTC/DSPC/Cholesterol/ PEG-DMG
In-line



[1,3]-dioxolane (XTC)
60/7.5/31/1.5,
mixing




lipid: siRNA~11:1



LNP09
2,2-Dilinoleyl-4-dimethylaminoethyl-
XTC/DSPC/Cholesterol/ PEG-DMG
In-line



[1,3]-dioxolane (XTC)
50/10/38.5/1.5
mixing




Lipid:siRNA 10:1



LNP 10
(3aR,5s,6aS)-N,N-dimethyl-2,2-
ALN100/DSPC/Cholesterol/PEG-DMG
In-line



di((9Z,12Z)-octadeca-9,12-
50/10/38.5/1.5
mixing



dienyl)tetrahydro-3aH-
Lipid:siRNA 10:1




cyclopenta[d][1,3]dioxol-5-amine





(ALN100)




LNP11
(6Z,9Z,28Z,31Z)-heptatriaconta-
MC-3/DSPC/Cholesterol/PEG-DMG
In-line



6,9,28,31-tetraen-19-yl 4-
50/10/38.5/1.5
mixing



(dimethylamino)butanoate (MC3)
Lipid:siRNA 10:1



LNP 12
1,1′-(2-(4-(2-((2-(bis(2-
Tech G1/DSPC/Cholesterol/PEG-DMG
In-line



hydroxydodecyl)amino)ethyl)(2-
50/10/38.5/1.5
mixing



hydroxydodecyl)amino)ethyl)piperazin-
Lipid:siRNA 10:1




1-yl)ethylazanediyl)didodecan-2-ol





(Tech G1)









LNP09 formulations and XTC comprising formulations are described, e.g., in U.S. Provisional Ser. No. 61/239,686, filed Sep. 3, 2009, which is hereby incorporated by reference.


LNP11 formulations and MC3 comprising formulations are described, e.g., in U.S. Provisional Ser. No. 61/244,834, filed Sep. 22, 2009, which is hereby incorporated by reference.


LNP12 formulations and TechG1 comprising formulations are described, e.g., in U.S. Provisional Ser. No. 61/175,770, filed May 5, 2009, which is hereby incorporated by reference.


Formulations prepared by either the standard or extrusion-free method can be characterized in similar manners. For example, formulations are typically characterized by visual inspection. They should be whitish translucent solutions free from aggregates or sediment. Particle size and particle size distribution of lipid-nanoparticles can be measured by light scattering using, for example, a Malvern Zetasizer Nano ZS (Malvern, Pa.). Particles should be about 20-300 nm, such as 40-100 nm in size. The particle size distribution should be unimodal. The total dsRNA effector molecule concentration in the formulation, as well as the entrapped fraction, is estimated using a dye exclusion assay. A sample of the formulated RNA effector molecule can be incubated with a RNA-binding dye, such as Ribogreen (Molecular Probes) in the presence or absence of a formulation disrupting surfactant, e.g., 0.5% Triton-X100. The total RNA effector molecule in the formulation can be determined by the signal from the sample containing the surfactant, relative to a standard curve. The entrapped fraction is determined by subtracting the “free” RNA effector molecule content (as measured by the signal in the absence of surfactant) from the total RNA effector molecule content. Percent entrapped RNA effector molecule is typically >85%. For lipid nanoparticle formulation, the particle size is at least 30 nm, at least 40 nm, at least 50 nm, at least 60 nm, at least 70 nm, at least 80 nm, at least 90 nm, at least 100 nm, at least 110 nm, or at least 120 nm. The suitable range is typically about at least 50 nm to about at least 110 nm, about at least 60 nm to about at least 100 nm, or about at least 80 nm to about at least 90 nm, inclusive.


Liposomes are unilamellar or multilamellar vesicles which have a membrane formed from a lipophilic material and an aqueous interior. The aqueous portion contains the composition to be delivered. Cationic liposomes possess the advantage of being able to fuse to the cell wall. Non-cationic liposomes, although not able to fuse as efficiently with the cell wall, are taken up by macrophages in vivo. In order to cross intact cell membranes, lipid vesicles must pass through a series of fine pores, each with a diameter less than 50 nm, under the influence of a suitable transdermal gradient. Therefore, it is desirable to use a liposome which is highly deformable and able to pass through such fine pores.


Further advantages of liposomes include: liposomes obtained from natural phospholipids are biocompatible and biodegradable; liposomes can incorporate a wide range of water and lipid soluble drugs; and liposomes can protect encapsulated drugs in their internal compartments from metabolism and degradation. See, e.g., Wang et al., DRUG DELIV. PRINCIPLES & APPL. (John Wiley & Sons, Hoboken, N.J., 2005); Rosoff, 1988. Important considerations in the preparation of liposome formulations are the lipid surface charge, vesicle size and the aqueous volume of the liposomes.


Liposomes are useful for the transfer and delivery of active ingredients to the site of action. Because the liposomal membrane is structurally similar to biological membranes, when liposomes are applied to a tissue, the liposomes start to merge with the cellular membranes and as the merging of the liposome and cell progresses, the liposomal contents are emptied into the cell where the active agent may act. Liposomal formulations have been the focus of extensive investigation as the mode of delivery for many drugs. There is growing evidence that for topical administration, liposomes present several advantages over other formulations. Such advantages include reduced side-effects related to high systemic absorption of the administered drug, increased accumulation of the administered drug at the desired target, and the ability to administer a wide variety of drugs, both hydrophilic and hydrophobic, into the skin.


Liposomes fall into two broad classes. Cationic liposomes are positively charged liposomes which interact with the negatively charged polynucleotide molecules to form a stable complex. The positively charged polynucleotide/liposome complex binds to the negatively charged cell surface and is internalized in an endosome. Due to the acidic pH within the endosome, the liposomes are ruptured, releasing their contents into the cell cytoplasm. Wang et al., 147 Biochem. Biophys. Res. Commun, 980-85 (1987).


Liposomes which are pH-sensitive or negatively-charged, entrap polynucleotide rather than complex with it. Because both the polynucleotide and the lipid are similarly charged, repulsion rather than complex formation occurs. Nevertheless, some polynucleotide is entrapped within the aqueous interior of these liposomes. pH-sensitive liposomes have been used to deliver DNA encoding the thymidine kinase gene to cell monolayers in culture. Expression of the exogenous gene was detected in the target cells. Zhou et al., 19 J. Controlled Rel. 269-74 (1992).


One major type of liposomal composition includes phospholipids other than naturally-derived phosphatidylcholine. Neutral liposome compositions, for example, can be formed from dimyristoyl phosphatidylcholine (DMPC) or dipalmitoyl phosphatidylcholine (DPPC). Anionic liposome compositions generally are formed from dimyristoyl phosphatidylglycerol, while anionic fusogenic liposomes are formed primarily from dioleoyl phosphatidylethanolamine (DOPE). Another type of liposomal composition is formed from phosphatidylcholine (PC) such as, for example, soybean PC, and egg PC. Another type is formed from mixtures of phospholipid and/or phosphatidylcholine and/or cholesterol.


Liposomes also include “sterically stabilized” liposomes, a term which, as used herein, refers to liposomes comprising one or more specialized lipids that, when incorporated into liposomes, result in enhanced circulation lifetimes relative to liposomes lacking such specialized lipids. Examples of sterically stabilized liposomes are those in which part of the vesicle-forming lipid portion of the liposome (A) comprises one or more glycolipids, such as monosialoganglioside GM1, or (B) is derivatized with one or more hydrophilic polymers, such as a polyethylene glycol (PEG) moiety. While not wishing to be bound by any particular theory, it is thought in the art that, at least for sterically stabilized liposomes containing gangliosides, sphingomyelin, or PEG-derivatized lipids, the enhanced circulation half-life of these sterically stabilized liposomes derives from a reduced uptake into cells of the reticuloendothelial system (RES). Allen et al., 223 FEBS Lett. 42 (1987); Wu et al., 53 Cancer Res. 3765 (1993).


Various liposomes comprising one or more glycolipids are known in the art. Papahadjopoulos et al. (507 Ann. NY Acad. Sci. 64 (1987)), reported the ability of monosialoganglioside GM1, galactocerebroside sulfate and phosphatidylinositol to improve blood half-lives of liposomes. These findings were expounded upon by Gabizon et al. (85 PNAS 6949 (1988)). U.S. Pat. No. 4,837,028 and WO 88/04924, both to Allen et al., disclose liposomes comprising (1) sphingomyelin and (2) the ganglioside GM1 or a galactocerebroside sulfate ester. U.S. Pat. No. 5,543,152 (Webb et al.) discloses liposomes comprising sphingomyelin. Liposomes comprising 1,2-sn-dimyristoylphosphatidylcholine are disclosed in WO 97/13499 (Lim et al.).


Many liposomes comprising lipids derivatized with one or more hydrophilic polymers, and methods of preparation thereof, are known in the art. Sunamoto et al. (53 Bull. Chem. Soc. Jpn. 2778 (1980)) described liposomes comprising a nonionic detergent, 2C1215G, that contains a PEG moiety. Illum et al. (167 FEBS Lett. 79 (1984)), noted that hydrophilic coating of polystyrene particles with polymeric glycols results in significantly enhanced blood half-lives. Synthetic phospholipids modified by the attachment of carboxylic groups of polyalkylene glycols (e.g., PEG) are described by Sears (U.S. Pat. No. 4,426,330 and No. 4,534,899). In addition, antibodies can be conjugated to a polyakylene derivatized liposome (see e.g., PCT Application US 2008/0014255). Klibanov et al. (268 FEBS Lett. 235 (1990)), described experiments demonstrating that liposomes comprising phosphatidylethanolamine (PE) derivatized with PEG or PEG stearate have significant increases in blood circulation half-lives. Blume et al. (1029 Biochim. Biophys. Acta 1029, (1990)), extended such observations to other PEG-derivatized phospholipids, e.g., DSPE-PEG, formed from the combination of distearoylphosphatidylethanolamine (DSPE) and PEG. Liposomes having covalently bound PEG moieties on their external surface are described in European Patent No. 0445131 B1 and WO 90/04384 to Fisher.


Liposome compositions containing 1-20 mol % of PE derivatized with PEG, and methods of use thereof, are described by Woodle et al. (U.S. Pat. No. 5,013,556; No. 5,356,633) and Martin et al. (U.S. Pat. No. 5,213,804; European Patent No. 0 496813 B1). Liposomes comprising a number of other lipid-polymer conjugates are disclosed in WO 91/05545 and U.S. Pat. No. 5,225,212 and in WO 94/20073. Liposomes comprising PEG-modified ceramide lipids are described in WO 96/10391. U.S. Pat. No. 5,540,935 and No. 5,556,948 describe PEG-containing liposomes that can be further derivatized with functional moieties on their surfaces. Methods and compositions relating to liposomes comprising PEG can be found in, e.g., U.S. Pat. No. 6,049,094; No. 6,224,903; No. 6,270,806; No. 6,471,326; No. 6,958,241.


As noted above, liposomes can optionally be prepared to contain surface groups, such as antibodies or antibody fragments, small effector molecules for interacting with cell-surface receptors, antigens, and other like compounds, and these groups can facilitate delivery of liposomes and their contents to specific cell populations. Such ligands can be included in the liposomes by including in the liposomal lipids a lipid derivatized with the targeting molecule, or a lipid having a polar-head chemical group that can be derivatized with the targeting molecule in preformed liposomes. Alternatively, a targeting moiety can be inserted into preformed liposomes by incubating the preformed liposomes with a ligand-polymer-lipid conjugate.


Lipids can be derivatized using a variety of targeting moieties, such as ligands, cell surface receptors, glycoproteins, vitamins (e.g., riboflavin) and monoclonal antibodies by covalently attaching the ligand to the free distal end of a hydrophilic polymer chain, which is attached at its proximal end to a vesicle-forming lipid. There are a wide variety of techniques for attaching a selected hydrophilic polymer to a selected lipid and activating the free, unattached end of the polymer for reaction with a selected ligand, and as noted above, the hydrophilic polymer polyethyleneglycol (PEG) has been studied widely. Allen et al., 1237 Biochem. Biophys. Acta 99-108 (1995); Zalipsky, 4 Bioconj. Chem. 296-99 (1993); Zalipsky et al., 353 FEBS Lett. 1-74 (1994); Zalipsky et al., Bioconj. Chem. 705-08 (1995); Zalipsky, in STEALTH LIPOSOMES (Lasic & Martin, eds. CRC Press, Boca Raton, Fla., 1995).


A number of liposomes comprising nucleic acids are known in the art, such as methods for encapsulating high molecular weight nucleic acids in liposomes. WO 96/40062. U.S. Pat. No. 5,264,221 to Tagawa et al. discloses protein-bonded liposomes and asserts that the contents of such liposomes can include a dsRNA. U.S. Pat. No. 5,665,710 to Rahman et al. describes certain methods of encapsulating oligodeoxynucleotides in liposomes. WO 97/04787 to Love et al. discloses liposomes comprising dsRNAs targeted to the raf gene. In addition, methods for preparing a liposome composition comprising a nucleic acid can be found in, e.g., U.S. Pat. No. 6,011,020; No. 6,074,667; No. 6,110,490; No. 6,147,204; No. 6,271,206; No. 6,312,956; No. 6,465,188; No. 6,506,564; No. 6,750,016; No. 7,112,337.


Transfersomes are yet another type of liposomes, and are highly deformable lipid aggregates which are attractive candidates for drug delivery vehicles. Transfersomes can be described as lipid droplets which are so highly deformable that they are easily able to penetrate through pores which are smaller than the droplet. Transfersomes are adaptable to the environment in which they are used, e.g., they are self-optimizing, self-repairing, frequently reach their targets without fragmenting, and often self-loading. To make transfersomes it is possible to add surface edge-activators, usually surfactants, to a standard liposomal composition.


Encapsulated nanoparticles can also be used for delivery of RNA effector molecules. Examples of such encapsulated nanoparticles include those created using yeast cell wall particles (YCWP). For example, glucan-encapsulated siRNA particles (GeRPs) are payload delivery systems made up of a yeast cell wall particle (YCWP) exterior and a multilayered nanoparticle interior, wherein the multilayered nanoparticle interior has a core comprising a payload complexed with a trapping agent. Glucan-encapsulated delivery systems, such as those described in U.S. patent application Ser. No. 12/260,998, filed Oct. 29, 2008, can be used to deliver siRNA duplexes to achieve silencing in vitro and in vivo.


Emulsions


The compositions of the present invention can be prepared and formulated as emulsions. Emulsions are typically heterogeneous systems of one liquid dispersed in another in the form of droplets usually exceeding 0.1 μm in diameter. See, e.g., Ansel's PHARM. DOSAGE FORMS & DRUG DELIV. SYS. (8th ed. Allen et al., eds., Lippincott Williams & Wilkins, NY, 2004); Idson, in 1 PHARM. DOSAGE FORMS 199 (Lieberman et al., eds., Marcel Dekker, Inc., NY, 1988); Rosoff, in 1 PHARM. DOSAGE FORMS 245 (Lieberman et al., eds., Marcel Dekker, Inc., NY, 1988); Block in 2 PHARM. DOSAGE FORMS 335 (Lieberman et al., eds., Marcel Dekker, Inc., NY, 1988); Higuchi et al., in REMINGTON'S PHARM. SCI. 301 (Mack Publishing Co., Easton, Pa., 1985). Emulsions are often biphasic systems comprising two immiscible liquid phases intimately mixed and dispersed with each other.


In general, emulsions can be of either the water-in-oil (w/o) or the oil-in-water (o/w) variety. When an aqueous phase is finely divided into and dispersed as minute droplets into a bulk oily phase, the resulting composition is called a water-in-oil (w/o) emulsion. Alternatively, when an oily phase is finely divided into and dispersed as minute droplets into a bulk aqueous phase, the resulting composition is called an oil-in-water (o/w) emulsion. Emulsions can contain additional components in addition to the dispersed phases, and the active drug which can be present as a solution in either the aqueous phase, oily phase or itself as a separate phase. Pharmaceutical excipients such as emulsifiers, stabilizers, dyes, and anti-oxidants can also be present in emulsions as needed. Pharmaceutical emulsions can also be multiple emulsions that are comprised of more than two phases such as, for example, in the case of oil-in-water-in-oil (o/w/o) and water-in-oil-in-water (w/o/w) emulsions. Such complex formulations often provide certain advantages that simple binary emulsions do not. Multiple emulsions in which individual oil droplets of an o/w emulsion enclose small water droplets constitute a w/o/w emulsion. Likewise a system of oil droplets enclosed in globules of water stabilized in an oily continuous phase provides an o/w/o emulsion.


Emulsions are characterized by little or no thermodynamic stability. Often, the dispersed or discontinuous phase of the emulsion is well dispersed into the external or continuous phase and maintained in this form through the means of emulsifiers or the viscosity of the formulation. Either of the phases of the emulsion can be a semisolid or a solid, as is the case of emulsion-style ointment bases and creams. Other means of stabilizing emulsions entail the use of emulsifiers that can be incorporated into either phase of the emulsion. Emulsifiers can broadly be classified into four categories: synthetic surfactants, naturally occurring emulsifiers, absorption bases, and finely dispersed solids. See, e.g., ANSEL'S PHARM. DOSAGE FORMS & DRUG DELIV. SYS., 2004; Idson, in PHARM. DOSAGE FORMS, 1988.


Synthetic surfactants, also known as surface active agents, have found wide applicability in the formulation of emulsions and have been reviewed in the literature. See, e.g., ANSEL'S PHARM. DOSAGE FORMS & DRUG DELIV. SYS., 2004; Idson, in PHARM. DOSAGE FORMS, 1988; Rieger, in PHARM. DOSAGE FORMS, 1988. Surfactants are typically amphiphilic and comprise a hydrophilic and a hydrophobic portion. The ratio of the hydrophilic to the hydrophobic nature of the surfactant has been termed the hydrophile/lipophile balance (HLB) and is a valuable tool in categorizing and selecting surfactants in the preparation of formulations. Surfactants can be classified into different classes based on the nature of the hydrophilic group: nonionic, anionic, cationic and amphoteric. See, e.g., ANSEL'S PHARM. DOSAGE FORMS & DRUG DELIV. SYS., 2004; Idson, in PHARM. DOSAGE FORMS, 1988; Rieger, in PHARM. DOSAGE FORMS, 1988.


Naturally occurring emulsifiers used in emulsion formulations include lanolin, beeswax, phosphatides, lecithin and acacia. Absorption bases possess hydrophilic properties such that they can soak up water to form w/o emulsions yet retain their semisolid consistencies, such as anhydrous lanolin and hydrophilic petrolatum. Finely divided solids have also been used as good emulsifiers especially in combination with surfactants and in viscous preparations. These include polar inorganic solids, such as heavy metal hydroxides, nonswelling clays such as bentonite, attapulgite, hectorite, kaolin, montmorillonite, colloidal aluminum silicate and colloidal magnesium aluminum silicate, pigments and nonpolar solids such as carbon or glyceryl tristearate.


A large variety of non-emulsifying materials are also included in emulsion formulations and contribute to the properties of emulsions. These include fats, oils, waxes, fatty acids, fatty alcohols, fatty esters, humectants, hydrophilic colloids, preservatives and antioxidants. Block, in 1 PHARM. DOSAGE FORMS 335 (Lieberman et al., eds., Marcel Dekker, Inc., NY, 1988); Idson, in PHARM. DOSAGE FORMS (1988).


Hydrophilic colloids or hydrocolloids include naturally occurring gums and synthetic polymers such as polysaccharides (for example, acacia, agar, alginic acid, carrageenan, guar gum, karaya gum, and tragacanth), cellulose derivatives (for example, carboxymethylcellulose and carboxypropylcellulose), and synthetic polymers (for example, carbomers, cellulose ethers, and carboxyvinyl polymers). These disperse or swell in water to form colloidal solutions that stabilize emulsions by forming strong interfacial films around the dispersed-phase droplets and by increasing the viscosity of the external phase.


Because emulsions often contain a number of ingredients such as carbohydrates, proteins, sterols and phosphatides that may readily support the growth of microbes, these formulations often incorporate preservatives. Commonly used preservatives included in emulsion formulations include methyl paraben, propyl paraben, quaternary ammonium salts, benzalkonium chloride, esters of p-hydroxybenzoic acid, and boric acid. Antioxidants are also commonly added to emulsion formulations to prevent deterioration of the formulation. Antioxidants used may be free radical scavengers such as tocopherols, alkyl gallates, butylated hydroxyanisole, butylated hydroxytoluene, or reducing agents such as ascorbic acid and sodium metabisulfite, and antioxidant synergists such as citric acid, tartaric acid, and lecithin.


In one embodiment, the compositions of RNA effector molecules and nucleic acids are formulated as microemulsions. A microemulsion may be defined as a system of water, oil and amphiphile which is a single optically isotropic and thermodynamically stable liquid solution. See, e.g., ANSEL'S PHARM. DOSAGE FORMS & DRUG DELIV. SYS. (8th ed., Allen et al, eds., Lippincott Williams & Wilkins, NY, 2004); Rosoff, in PHARM. DOSAGE FORMS, 1988. Typically, microemulsions are systems that are prepared by first dispersing an oil in an aqueous surfactant solution and then adding a sufficient amount of a fourth component, generally an intermediate chain-length alcohol to form a transparent system. Therefore, microemulsions have also been described as thermodynamically stable, isotropically clear dispersions of two immiscible liquids that are stabilized by interfacial films of surface-active molecules. Leung & Shah, in CONTROLLED RELEASE DRUGS: POLYMERS & AGGREGATE SYS. 185-215 (Rosoff, ed., VCH Publishers, N.Y., 1989). Microemulsions commonly are prepared via a combination of three to five components that include oil, water, surfactant, cosurfactant and electrolyte. Whether the microemulsion is of the water-in-oil (w/o) or an oil-in-water (o/w) type is dependent on the properties of the oil and surfactant used and on the structure and geometric packing of the polar heads and hydrocarbon tails of the surfactant molecules. Schott, in REMINGTON'S PHARM. SCI. 271 (1985).


The phenomenological approach utilizing phase diagrams has been extensively studied and has yielded a comprehensive knowledge, to one skilled in the art, of how to formulate microemulsions. See, e.g., ANSEL'S PHARM. DOSAGE FORMS & DRUG DELIV. SYS. (8th ed., Allen et al, eds., Lippincott Williams & Wilkins, NY, 2004); Rosoff, 1988; Block, 1988. Compared to conventional emulsions, microemulsions offer the advantage of solubilizing water-insoluble drugs in a formulation of thermodynamically stable droplets that are formed spontaneously.


Microemulsions may include surfactants, discussed further herein, not limited to ionic surfactants, non-ionic surfactants, Brij 96, polyoxyethylene oleyl ethers, polyglycerol fatty acid esters, tetraglycerol monolaurate (ML310), tetraglycerol monooleate (MO310), hexaglycerol monooleate (PO310), hexaglycerol pentaoleate (PO500), decaglycerol monocaprate (MCA750), decaglycerol monooleate (MO750), decaglycerol sequioleate (SO750), decaglycerol decaoleate (DAO750), alone or in combination with cosurfactants. The cosurfactant, usually a short-chain alcohol such as ethanol, 1-propanol, and 1-butanol, serves to increase the interfacial fluidity by penetrating into the surfactant film and consequently creating a disordered film because of the void space generated among surfactant molecules. Microemulsions may, however, be prepared without the use of cosurfactants and alcohol-free self-emulsifying microemulsion systems are known in the art. The aqueous phase may typically be, but is not limited to, water, an aqueous solution of the drug, glycerol, PEG300, PEG400, polyglycerols, propylene glycols, and derivatives of ethylene glycol. The oil phase may include, but is not limited to, materials such as Captex 300, Captex 355, Capmul MCM, fatty acid esters, medium chain (C8-C12) mono, di, and tri-glycerides, polyoxyethylated glyceryl fatty acid esters, fatty alcohols, polyglycolized glycerides, saturated polyglycolized C8-C10 glycerides, vegetable oils and silicone oil.


Microemulsions afford advantages of better drug solubilization, protection of drug from enzymatic hydrolysis, possible enhancement of drug absorption due to surfactant-induced alterations in membrane fluidity and permeability, ease of preparation, and decreased toxicity. See, e.g., U.S. Pat. No. 6,191,105; No. 7,063,860; No. 7,070,802; No. 7,157,099; Constantinides et al., 11 Pharm. Res. 1385 (1994); Ho et al., 85 J. Pharm. Sci. 138-43 (1996). Often, microemulsions may form spontaneously when their components are brought together at ambient temperature. This may be particularly advantageous when formulating thermolabile drugs, peptides or RNA effector molecules.


Microemulsions of the present invention may also contain additional components and additives such as sorbitan monostearate (Grill 3), Labrasol, and penetration enhancers to improve the properties of the formulation and to enhance the absorption of the RNA effector molecules and nucleic acids of the present invention. Penetration enhancers used in the microemulsions of the present invention may be classified as belonging to one of five broad categories—surfactants, fatty acids, bile salts, chelating agents, and non-chelating non-surfactants. Lee et al., Crit. Rev. Therapeutic Drug Carrier Sys. 92 (1991).


There are many organized surfactant structures besides microemulsions that have been studied and used for the formulation of drugs. These include monolayers, micelles, bilayers and vesicles. Vesicles, such as liposomes, have attracted great interest because of their specificity and the duration of action they offer from the standpoint of drug delivery. As used in the present invention, the term “liposome” means a vesicle composed of amphiphilic lipids arranged in a spherical bilayer or bilayers.


Surfactants


In some embodiments, RNA effector molecules featured in the invention are formulated in conjunction with one or more penetration enhancers, surfactants and/or chelators. Suitable surfactants include fatty acids and/or esters or salts thereof, bile acids and/or salts thereof. Suitable bile acids/salts include chenodeoxycholic acid (CDCA) and ursodeoxychenodeoxy-cholic acid (UDCA), cholic acid, dehydrocholic acid, deoxycholic acid, glucholic acid, glycholic acid, glycodeoxycholic acid, taurocholic acid, taurodeoxycholic acid, sodium tauro-24,25-dihydro-fusidate and sodium glycodihydrofusidate. Suitable fatty acids include arachidonic acid, undecanoic acid, oleic acid, lauric acid, caprylic acid, capric acid, myristic acid, palmitic acid, stearic acid, linoleic acid, linolenic acid, dicaprate, tricaprate, monoolein, dilaurin, glyceryl 1-monocaprate, 1-dodecylazacycloheptan-2-one, an acylcarnitine, an acylcholine, or a monoglyceride, a diglyceride or a pharmaceutically acceptable salt thereof (e.g., sodium). In some embodiments, combinations of penetration enhancers are used, for example, fatty acids/salts in combination with bile acids/salts. One exemplary combination is the sodium salt of lauric acid, capric acid and UDCA. Further penetration enhancers include polyoxyethylene-9-lauryl ether, polyoxyethylene-20-cetyl ether.


Surfactants find wide application in formulations such as emulsions (including microemulsions) and liposomes. The most common way of classifying and ranking the properties of the many different types of surfactants, both natural and synthetic, is by the use of the hydrophile/lipophile balance (HLB). The nature of the hydrophilic group (also known as the “head”) provides the most useful means for categorizing the different surfactants used in formulations. See e.g., Malmsten, SURFACTANTS & POLYMERS IN DRUG DELIV. (Informa Health Care, N.Y., 2002); Rieger, in PHARM. DOSAGE FORMS 285 (Marcel Dekker, Inc., NY, 1988).


If the surfactant molecule is not ionized, it is classified as a nonionic surfactant. Nonionic surfactants find wide application in pharmaceutical and cosmetic products and are usable over a wide range of pH values. In general their HLB values range from 2 to about 18 depending on their structure. Nonionic surfactants include nonionic esters such as ethylene glycol esters, propylene glycol esters, glyceryl esters, polyglyceryl esters, sorbitan esters, sucrose esters, and ethoxylated esters. Nonionic alkanolamides and ethers such as fatty alcohol ethoxylates, propoxylated alcohols, and ethoxylated/propoxylated block polymers are also included in this class. The polyoxyethylene surfactants are the most popular members of the nonionic surfactant class.


If the surfactant molecule carries a negative charge when it is dissolved or dispersed in water, the surfactant is classified as anionic. Anionic surfactants include carboxylates such as soaps, acyl lactylates, acyl amides of amino acids, esters of sulfuric acid such as alkyl sulfates and ethoxylated alkyl sulfates, sulfonates such as alkyl benzene sulfonates, acyl isethionates, acyl taurates and sulfosuccinates, and phosphates. The most important members of the anionic surfactant class are the alkyl sulfates and the soaps.


If the surfactant molecule carries a positive charge when it is dissolved or dispersed in water, the surfactant is classified as cationic. Cationic surfactants include quaternary ammonium salts and ethoxylated amines. The quaternary ammonium salts are the most used members of this class. If the surfactant molecule has the ability to carry either a positive or negative charge, the surfactant is classified as amphoteric. Amphoteric surfactants include acrylic acid derivatives, substituted alkylamides, N-alkylbetaines and phosphatides.


Penetration Enhancers


In one embodiment, the present invention employs various penetration enhancers to effect the efficient delivery of nucleic acids, particularly RNA effector molecules, to the cell. Most drugs are present in solution in both ionized and nonionized forms. Usually, only lipid soluble or lipophilic drugs readily cross cell membranes. It has been discovered that even non-lipophilic drugs may cross cell membranes if the membrane to be crossed is treated with a penetration enhancer. In addition to aiding the diffusion of non-lipophilic drugs across cell membranes, penetration enhancers also enhance the permeability of lipophilic drugs.


Penetration enhancers may be classified as belonging to one of five broad categories: surfactants, fatty acids, bile salts, chelating agents, and non-chelating non-surfactants. See, e.g., Malmsten, 2002; Lee et al., Crit. Rev. Therapeutic Drug Carrier Sys. 92 (1991).


In connection with the present invention, penetration enhancers include surfactants (or “surface-active agents”), which are chemical entities that, when dissolved in an aqueous solution, reduce the surface tension of the solution or the interfacial tension between the aqueous solution and another liquid, with the result that absorption of RNA effector molecules through cellular membranes and other biological barriers is enhanced. In addition to bile salts and fatty acids, these penetration enhancers include, for example, sodium lauryl sulfate, polyoxyethylene-9-lauryl ether and polyoxyethylene-20-cetyl ether) (see, e.g., Malmsten, 2002; Lee et al., 1991); and perfluorochemical emulsions, such as FC-43 (Takahashi et al., 40 J. Pharm. Pharmacol. 252 (1988)).


Various fatty acids and their derivatives which act as penetration enhancers include, for example, oleic acid, lauric acid, capric acid (n-decanoic acid), myristic acid, palmitic acid, stearic acid, linoleic acid, linolenic acid, dicaprate, tricaprate, monoolein (1-monooleoyl-rac-glycerol), dilaurin, caprylic acid, arachidonic acid, glycerol 1-monocaprate, 1-dodecylazacyclo-heptan-2-one, acylcarnitines, acylcholines, C1-20 alkyl esters thereof (e.g., methyl, isopropyl and t-butyl), and mono- and di-glycerides thereof (i.e., oleate, laurate, caprate, myristate, palmitate, stearate, linoleate, etc.). See, e.g., Touitou et al., ENHANCEMENT IN DRUG DELIV. (CRC Press, Danvers, Mass., 2006); Lee et al., 1991; Muranishi, 7 Crit. Rev. Therapeutic Drug Carrier Sys. 1-33 (1990); E1 Hariri et al., 44 J. Pharm. Pharmacol. 651-54 (1992).


The physiological role of bile includes the facilitation of dispersion and absorption of lipids and fat-soluble vitamins. See, e.g., Malmsten, 2002; Brunton, Chapt. 38 in GOODMAN & GILMAN'S PHARMACOLOGICAL BASIS THERAPEUTICS, 9TH ED. 934-35 (Hardman et al., eds., McGraw-Hill, NY, 1996). Various natural bile salts, and their synthetic derivatives, act as penetration enhancers. Thus the term “bile salts” includes any of the naturally occurring components of bile as well as any of their synthetic derivatives. Suitable bile salts include, for example, cholic acid (or its pharmaceutically acceptable sodium salt, sodium cholate), dehydrocholic acid (sodium dehydrocholate), deoxycholic acid (sodium deoxycholate), glucholic acid (sodium glucholate), glycholic acid (sodium glycocholate), glycodeoxycholic acid (sodium glycodeoxycholate), taurocholic acid (sodium taurocholate), taurodeoxycholic acid (sodium taurodeoxycholate), chenodeoxycholic acid (sodium chenodeoxycholate), ursodeoxycholic acid (UDCA), sodium tauro-24,25-dihydro-fusidate (STDHF), sodium glycodihydrofusidate and polyoxyethylene-9-lauryl ether (POE) (see e.g., Malmsten, 2002; Lee et al., 1991; Swinyard, Chapt. 39 in REMINGTON'S PHARM. SCI., 18th Ed. 782-83 (Gennaro, ed., Mack Publishing Co., Easton, Pa., 1990); Muranishi, 1990; Yamamoto et al., 263 J. Pharm. Exp. Ther. 25 (1992); Yamashita et al., 79 J. Pharm. Sci. 579-83 (1990).


Chelating agents, as used in connection with the present invention, can be defined as compounds that remove metallic ions from solution by forming complexes therewith, with the result that absorption of RNA effector molecules through the mucosa is enhanced. With regards to their use as penetration enhancers in the present invention, chelating agents have the added advantage of also serving as DNase inhibitors, as most characterized DNA nucleases require a divalent metal ion for catalysis and are thus inhibited by chelating agents. Jarrett, 618 J. Chromatogr. 315-39 (1993). Suitable chelating agents include but are not limited to disodium ethylenediaminetetraacetate (EDTA), citric acid, salicylates (e.g., sodium salicylate, 5-methoxysalicylate and homovanilate), N-acyl derivatives of collagen, laureth-9 and N-amino acyl derivatives of beta-diketones (enamines). See, e.g., Katdare et al., EXCIPIENT DEVEL. PHARM. BIOTECH. & DRUG DELIV. (CRC Press, Danvers, Mass., 2006); Lee et al., 1991; Muranishi, 1990; Buur et al., 14 J. Control Rel. 43-51 (1990).


As used herein, non-chelating non-surfactant penetration enhancing compounds can be defined as compounds that demonstrate insignificant activity as chelating agents or as surfactants but that nonetheless enhance absorption of RNA effector molecules through the alimentary mucosa. See e.g., Muranishi, 1990. This class of penetration enhancers include, for example, unsaturated cyclic ureas, 1-alkyl- and 1-alkenylazacyclo-alkanone derivatives (Lee et al., 1991); and non-steroidal anti-inflammatory agents such as diclofenac sodium, indomethacin and phenylbutazone (Yamashita et al., 1987).


Agents that enhance uptake of RNA effector molecules at the cellular level may also be added to the pharmaceutical and other compositions of the present invention. For example, cationic lipids, such as lipofectin (U.S. Pat. No. 5,705,188), cationic glycerol derivatives, and polycationic molecules, such as polylysine (WO 97/30731), are also known to enhance the cellular uptake of dsRNAs. Examples of commercially available transfection reagents include, for example LIPOFECTAMINE™, LIPOFECTAMINE 2000™, 293FECTIN™, CELLFECTIN™, DMRIE-C™, FREESTYLE™ MAX, LIPOFECTAMINE™ 2000 CD, LIPOFECTAMINE™, RNAiMAX, OLIGOFECTAMINE™, and OPTIFECT™ transfection reagents (each from Invitrogen); and X-tremeGENE Q2 Transfection Reagent (Roche Applied Science; Grenzacherstrasse, Switzerland), DOTAP Liposomal Transfection Reagent (Avante Polar Lipids, Inc., Alabaster, Ala.), DOSPER Liposomal Transfection Reagent (Roche); or FuGENE®, TRANSFECTAM® Reagent, TRANSFAST™ Transfection Reagent, TFX™-20 Reagent, TFX-50 Reagent (each from Promega, Madison, Wis.); DREAMFECT™ (OZ Biosciences, Marseille, France), EcoTransfect (OZ Biosciences); TRANSPASS® D1 Transfection Reagent (New England Biolabs; Ipswich, Mass.); LYOVEC™/LIPOGEN™ (InvivoGen; San Diego, Calif.); PerFectin Transfection Reagent, NEUROPORTER Transfection Reagent, GENEPORTER Transfection reagent, GENEPORTER 2 Transfection reagent, CYTOFECTIN Transfection Reagent, BACULOPORTER Transfection Reagent or TROGANPORTERT™ transfection reagent (each from Genlantis San Diego, Calif.); RIBOFECT (Bioline; Taunton, Mass., U.S.), PLASFECT (Bioline); or UNIFECTOR, SUREFECTOR or HIFECT™ (each from B-Bridge International, Mountain View, Calif.), among others.


Additional Carriers


Other agents may be utilized to enhance the penetration of the administered nucleic acids, including glycols such as ethylene glycol and propylene glycol, pyrrols such as 2-pyrrol, azones, and terpenes such as limonene and menthone.


Certain compositions of the present invention also incorporate carrier compounds in the formulation. As used herein, “carrier compound” or “carrier” can refer to a nucleic acid, or analog thereof, which is inert (i.e., does not possess biological activity per se) but is recognized as a nucleic acid by in vivo processes that reduce the bioavailability of a nucleic acid having biological activity by, for example, degrading the biologically active nucleic acid or promoting its removal.


The compositions of the present invention may additionally contain other adjunct components so long as such materials, when added, do not unduly interfere with the biological activities of the components of the compositions of the present invention. The formulations can be sterilized and, if desired, mixed with auxiliary agents that do not deleteriously interact with the RNA effector molecules of the formulation.


Aqueous suspensions may contain substances which increase the viscosity of the suspension including, for example, sodium carboxymethylcellulose, sorbitol and/or dextran. The suspension may also contain stabilizers.


Toxicity and therapeutic efficacy of such compounds can be determined by standard pharmaceutical procedures in cell cultures or in cells, e.g., for determining the LD50 (the dose lethal to 50% of the population) and the ED50 (the dose therapeutically effective in 50% of the population). The dose ratio between toxic and therapeutic effects is the therapeutic index and it can be expressed as the ratio LD50/ED50. Compounds that exhibit high therapeutic indices are particularly useful. The data obtained from cell culture assays and animal studies can be used in formulating a range of dosages for use in the instant methods. The dosage of compositions featured in the invention lies generally within a range of concentrations that includes the ED50 with little or no toxicity. The dosage may vary within this range depending upon the dosage form employed and the route of administration utilized.


In yet another aspect, the invention provides a method for inhibiting the expression of a target gene in a host cell by administering a composition featured in the invention to the host cell such that expression of the target gene is decreased for an extended duration, e.g., at least two, three, four days or more, e.g., one week, two weeks, three weeks, or four weeks or longer. The effect of the decreased expression of the target gene preferably results in a decrease in levels of the protein encoded by the target gene by at least 10%, at least 15%, at least 20%, at least 25%, at least 30%, at least 40%, at least 50%, or at least 60%, or more, as compared to pretreatment levels.


VII. KITS AND ASSAYS

In some embodiments, kits are provided for testing the effect of a RNA effector molecule or a series of RNA effector molecules on the production of a biological product by the cell, where the kits comprise a substrate having one or more assay surfaces suitable for culturing cells under conditions that allow production of a biological product. In some embodiments, the exterior of the substrate comprises wells, indentations, demarcations, or the like at positions corresponding to the assay surfaces. In some embodiments, the wells, indentations, demarcations, or the like retain fluid, such as cell culture media, over the assay surfaces.


In some embodiments, the assay surfaces on the substrate are sterile and are suitable for culturing host cells under conditions representative of the culture conditions during large-scale (e.g., industrial scale) production of the biological product. Advantageously, kits provided herein offer a rapid, cost-effective means for testing a wide-range of agents and/or conditions on the production of a biological product, allowing the cell culture conditions to be established prior to full-scale production of the biological product.


In some embodiments, one or more assay surfaces of the substrate comprise a concentrated test agent, such as a RNA effector molecule, such that the addition of suitable media to the assay surfaces results in a desired concentration of the RNA effector molecule surrounding the assay surface. In some embodiments, the RNA effector molecules may be printed or ingrained onto the assay surface, or provided in a lyophilized form, e.g., within wells, such that the effector molecules can be reconstituted upon addition of an appropriate amount of media. In some embodiments, the RNA effector molecules are reconstituted by plating cells onto assay surfaces of the substrate.


In some embodiments, kits provided herein further comprise cell culture media suitable for culturing a cell under conditions allowing for the production of a biological product of interest. The media can be in a ready to use form or can be concentrated (e.g., as a stock solution), lyophilized, or provided in another reconstitutable form.


In further embodiments, kits provided herein further comprise one or more reagents suitable for detecting production of the biological product by the cell, cell culture, or tissue culture. In further embodiments, the reagent(s) are suitable for detecting a property of the cell, such as maximum cell density, cell viability, or the like, which is indicative of production of the desired biological product. In some embodiments, the reagent(s) are suitable for detecting the biological product or a property thereof, such as the in vitro or in vivo biological activity, homogeneity, or structure of the biological product.


In some embodiments, one or more assay surfaces of the substrate further comprise a carrier for which facilitates uptake of RNA effector molecules by cells. Carriers for RNA effector molecules are known in the art and are described herein. For example, in some embodiments, the carrier is a lipid formulation such as LIPOFECTAMINE™ transfection reagent (Invitrogen; Carlsbad, Calif.) or a related formulation. Examples of such carrier formulations are described herein. In some embodiments, the reagent that facilitates RNA effector molecule uptake comprises a charged lipid, an emulsion, a liposome, a cationic or non-cationic lipid, an anionic lipid, a transfection reagent or a penetration enhancer as described throughout the application herein. In particular embodiments, the reagent that facilitates RNA effector molecule uptake comprises a charged lipid as described in U.S. Application Ser. No. 61/267,419, filed on Dec. 7, 2009.


In some embodiments, one or more assay surfaces of the substrate comprise a RNA effector molecule or series of RNA effector molecules and a carrier, each in concentrated form, such that plating test cells onto the assay surface(s) results in a concentration the RNA effector molecule(s) and the carrier effective for facilitating uptake of the RNA effector molecule(s) by the cells and modulation of the expression of one or more genes targeted by the RNA effector molecules.


In some embodiments, the substrate further comprises a matrix which facilitates 3-dimensional cell growth and/or production of the biological product by the cells. In further embodiments, the matrix facilitates anchorage-dependent growth of cells. Non-limiting examples of matrix materials suitable for use with various kits described herein include agar, agarose, methylcellulose, alginate hydrogel (e.g., 5% alginate+5% collagen type I), chitosan, hydroactive hydrocolloid polymer gels, polyvinyl alcohol-hydrogel (PVA-H), polylactide-co-glycolide (PLGA), collagen vitrigel, PHEMA (poly(2-hydroxylmethacrylate)) hydrogels, PVP/PEO hydrogels, BD PURAMATRIX™ hydrogels, and copolymers of 2-methacryloyloxyethyl phosphorylcholine (MPC).


In some embodiments, the substrate comprises a microarray plate, a biochip, or the like which allows for the high-throughput, automated testing of a range of test agents, conditions, and/or combinations thereof on the production of a biological product by cultured cells. For example, the substrate may comprise a 2-dimensional microarray plate or biochip having m columns and n rows of assay surfaces (e.g., residing within wells) which allow for the testing of m×n combinations of test agents and/or conditions (e.g., on a 24-, 96- or 384-well microarray plate). The microarray substrates are preferably designed such that all necessary positive and negative controls can be carried out in parallel with testing of the agents and/or conditions.


In further embodiments, kits are provided comprising one or more microarray substrates seeded with a set of RNA effector molecules designed to modulate a particular pathway, function, or property of a cell which affects the production of the biological product. For example, in some embodiments, the RNA effector molecules are directed against target genes comprising a pathway involved in the expression, folding, secretion, or post-translational modification of a recombinant protein product by the cell.


In further embodiments, kits are provided herein comprising one or more microarray substrates seeded with a set of RNA effector molecules designed to address a particular problem or class of problems associated with the production of an immunogenic agent in cell-based systems. For example, in some embodiments, the RNA effector molecules are directed against target genes expressed by latent or endogenous viruses; or involved in cell processes, such as cell cycle progression, cell metabolism or apoptosis which inhibit or interfere production or purification of the biological product. In further embodiments, the RNA effector molecules are directed against target genes that mediate enzymatic degradation, aggregation, misfolding, or other processes that reduce the activity, homogeneity, stability, and/or other qualities of the biological product. In yet further embodiments, the effector molecules are directed against target genes that affect the infectivity of exogenous or adventitious contaminating microbes. In one embodiment, the biological product includes a glycoprotein, and the RNA effector molecules are directed against target genes involved in glycosylation (e.g., fucosylation) and/or proteolytic processing of glycoproteins by the host cell. In another embodiment, the biological product is a multi-subunit recombinant protein and the RNA effector molecules are directed against target genes involved in the folding and/or secretion of the protein by the host cell. In another embodiment, the RNA effector molecules are directed against target genes involved in post-translation modification of the biological product in the cells, such as methionine oxidation, glycosylation, disulfide bond formation, pyroglutamation and/or protein deamidation.


In some embodiments, kits provided herein allow for the selection or optimization of at least one factor for enhancing production of the biological product. For example, the kits may allow for the selection of a RNA effector molecule from among a series of candidate RNA effector molecules, or for the selection of a concentration or concentration range from a wider range of concentrations of a given RNA effector molecule. In some embodiments, the kits allow for selection of one or more RNA effector molecules from a series of candidate RNA effector molecules directed against a common target gene. In further embodiments, the kits allow for selection of one or more RNA effector molecules from a series of candidate RNA effector molecules directed against two or more functionally related target genes or two or more target genes of a common host cell pathway.


In some embodiments, kits provided herein allow for the selection or optimization of a combination of two or more factors in the production of a biological product. For example, the kits may allow for the selection of a suitable RNA effector molecule from among a series of candidate RNA effector molecules as well as a concentration of the RNA effector molecule. In further embodiments, kits provided herein allow for the selection of a first RNA effector molecule from a first series of candidate RNA effector molecules and a second RNA effector molecule from a second series of candidate RNA effector molecules. In some embodiments, the first and/or second series of candidate RNA effector molecules are directed against a common target gene. In further embodiments, the first and/or second series of RNA effector molecules are directed against two or more functionally related target genes or two or more target genes of a common host cell pathway.


In another embodiment, a kit for enhancing production of a biological product in a cell, comprising at least a first RNA effector molecule, a portion of which is complementary to at least a first target gene of a latent or endogenous virus; a second RNA effector molecule, a portion of which is complementary to at least a second target gene of the cellular immune response; and, optionally, a third RNA effector molecule, a portion of which is complementary to at least a third target gene of a cellular process. For example, the first target gene is an ERV env gene, the second target gene is a IFNAR1 or IFNB gene, and the third target gene is a PTEN, BAK1, FN1, or LDHA gene. The kit can further comprise at least additional RNA effector molecule that targets a cellular process including, but not limited to, carbon metabolism and transport, apoptosis, RNAi uptake and/or efficiency, reactive oxygen species production, cell cycle control, protein folding, pyroglutamation protein modification, deamidase, glycosylation, disulfide bond formation, protein secretion, gene amplification, viral replication, viral infection, viral particle release, control of cellular pH, and protein production.


In yet another aspect, the invention provides a method for inhibiting the expression of a target gene in a cell. The method includes administering a composition featured in the invention to the cell such that expression of the target gene is decreased, such as for an extended duration, e.g., at least two, three, four days or more. The RNA effector molecules useful for the methods and compositions featured in the invention specifically target RNAs (primary or processed) of the target gene. Compositions and methods for inhibiting the expression of these target genes using RNA effector molecules can be prepared and performed as described herein.


The present invention may be as defined in any one of the following numbered paragraphs.

    • 1. A method for producing a biological product in a large scale host cell culture, comprising:
      • (a) contacting a host cell in a large scale host cell culture with at least a first RNA effector molecule, a portion of which is complementary to at least one target gene of a host cell,
      • (b) maintaining the host cell culture for a time sufficient to modulate expression of the at least one first target gene, wherein the modulation of expression improves production of a biological product in the host cell;
      • (c) isolating the biological product from the host cell;
    •  wherein the large scale host cell culture is at least 1 liter in size, and wherein the host cell is contacted with at least a first RNA effector molecule by addition of the RNA effector molecule to a culture medium of the large scale host cell culture such that the target gene expression is transiently inhibited.
    • 2. A method for producing a biological product in a large scale host cell culture, comprising:
      • (a) contacting a host cell in a large scale host cell culture with at least a first RNA effector molecule, a portion of which is complementary to at least one target gene of a host cell,
      • (b) maintaining the host cell culture for a time sufficient to modulate expression of the at least one first target gene, wherein the modulation of expression improves production of a biological product in the host cell;
      • (c) isolating the biological product from the host cell;
    •  wherein the host cell is contacted with at least a first RNA effector molecule by addition of the RNA effector molecule to a culture medium of the large scale host cell culture multiple times throughout production of the biological product such that the target gene expression is transiently inhibited.
    • 3. The method of any of paragraphs 1 to 2, wherein the host cell in the large scale host cell culture is contacted with a plurality of RNA effector molecules, wherein the plurality of RNA effector molecules modulate expression of at least one target gene, at least two target genes, or a plurality of target genes.
    • 4. A method for production of a biological product in a cell, the method comprising:
      • (a) contacting a host cell with a plurality of RNA effector molecules, wherein the two or more RNA effector molecules modulate expression of a plurality of target genes;
      • (b) maintaining the cell for a time sufficient to modulate expression of the plurality of target genes, wherein the modulation of expression improves production of the biological product in the cell; and
      • (c) isolating the biological product from the cell,
    •  wherein the plurality of target genes comprises at least Bax, Bak, and LDH.
    • 5. The method of paragraph 4, wherein the host cell is contacted with the plurality of RNA effector molecules by addition of the RNA effector molecule to a culture medium of the large scale host cell culture such that the target gene expression is transiently inhibited.
    • 6. The method of any of paragraphs 1 to 5, wherein the RNA effector molecule, or plurality of RNA effector molecules, comprises a double-stranded ribonucleic acid (dsRNA), wherein said dsRNA comprises at least two sequences that are complementary to each other and wherein a sense strand comprises a first sequence and an antisense strand comprises a second sequence comprising a region of complementarity which is substantially complementary to at least part of a target gene, and wherein said region of complementarity is 10-30 nucleotides in length.
    • 7. The method of any of paragraphs 1 to 6, wherein the contacting step is performed by continuous infusion of the RNA effector molecule, or plurality of RNA effector molecules, into the culture medium used for maintaining the host cell culture to produce the biological product.
    • 8. The method of any of paragraphs 1 to 7, wherein the modulation of expression is inhibition of expression, and wherein the inhibition is a partial inhibition.
    • 9. The method of paragraph 7, wherein the partial inhibition is no greater than a percent inhibition selected from the group consisting of: 10%, 15%, 20%, 25%, 30%, 35%, 40%, 45%, 50%, 55%, 60%, 65%, 70%, 75%, 80%, and 85%.
    • 10. The method of any of paragraphs 1 to 6 or 8-9, wherein the contacting step is repeated multiple times at a frequency selected from the group consisting of: 6 h, 12 h, 24 h, 36 h, 48 h, 72 h, 84 h, 96 h, and 108 h.
    • 11. The method of any of paragraphs 1 to 6 or 8-9, wherein the contacting step is repeated at least once.
    • 12. The method of any of paragraphs 1 to 11, wherein the modulation of expression is inhibition of expression and wherein the contacting step is repeated multiple times, or continuously infused, to maintain an average percent inhibition of at least 50% for the target gene(s) throughout the production of the biological product.
    • 13. The method of paragraph 12, wherein the average percent inhibition is selected from the group consisting of at least 50%, at least 60%, at least 70%, at least 80%, at least 90%, at least 95%, at least 99%, or 100%.
    • 14. The method of any of paragraphs 1 to 13, wherein the RNA effector molecule is contacted at a concentration of less than 100 nM.
    • 15. The method of any of paragraphs 1 to 14, wherein the RNA effector molecule is contacted at a concentration of less than 50 nM.
    • 16. The method of any of paragraphs 1 to 15, wherein said contacting a host cell in a large scale host cell culture with a RNA effector molecule is done at least 6 hr, at least 12 hr, at least 18 hr, at least 36 hr, at least 48 hr, at least 60 hr, at least 72 hr, at least 96 hr, or at least 120 hr, or at least 1 week, before isolation of the biological product.
    • 17. The method of any of paragraphs 1 to 16, wherein the RNA effector molecule is composition formulated in a lipid formulation.
    • 18. The method of any of paragraphs 1 to 17, wherein the RNA effector molecule is a composition formulated in a non-lipid formulation.
    • 19. The method of any of paragraphs 1 to 18, wherein the RNA effector molecule is not shRNA.
    • 20. The method of any of paragraphs 1 to 19, wherein the RNA effector molecule is siRNA.
    • 21. The method of any of paragraphs 1 to 20, wherein the RNA effector molecule is chemically modified.
    • 22. The method of any of paragraphs 1 to 21, wherein the RNA effector molecule is not chemically modified.
    • 23. The method of any of paragraphs 1 to 22, further comprising monitoring at least one measurable parameter selected from the group consisting of cell density, medium pH, oxygen levels, glucose levels, lactic acid levels, temperature, and protein production.
    • 24. The method of any of paragraphs 2 to 23, wherein each of the plurality of different RNA effector molecules are added simultaneously or at different times.
    • 25. The method of any of paragraphs 2 to 23, wherein each of the plurality of different RNA effector molecules are added at the same or different concentrations.
    • 26. The method of any of paragraphs 2 to 6 or 8 to 25, wherein the plurality of different RNA effector molecules are added at the same or different frequencies.
    • 27. The method of any of paragraphs 1 to 26, further comprising contacting the cell with a second agent.
    • 28. The method of paragraph 27, wherein the second agent is selected from the group consisting of: an antibody, a growth factor, an apoptosis inhibitor, a kinase inhibitor, a phosphatase inhibitor, a protease inhibitor, and a histone demethylating agent.
    • 29. The method of paragraph 28, wherein the kinase inhibitor is selected from the group consisting of: a MAP kinase inhibitor, a CDK inhibitor, and K252a.
    • 30. The method of paragraph 28, wherein the phosphatase inhibitor is selected from the group consisting of: sodium vanadate and okadaic acid.
    • 31. The method of paragraph 28, wherein the histone demethylating agent is 5-azacytidine.
    • 32. The method of any of paragraphs 1 to 31, wherein the biological product is a polypeptide.
    • 33. The method of any of paragraphs 1 to 31, wherein the biological product is a metabolite.
    • 34. The method of any of paragraphs 1 to 31, wherein the biological product is a nutraceutical.
    • 35. The method of any of paragraphs 1 to 34, wherein the cell is contacted with the RNA effector molecule at a phase of cell growth selected from the group consisting of: stationary phase, early log phase, mid-log phase, late-log phase, lag phase, and death phase.
    • 36. The method of any of paragraphs 1 to 35, wherein the at least first RNA effector molecule, or at least one of the plurality of RNA effector molecules, comprises a duplex region.
    • 37. The method of any of paragraphs 1 to 36, wherein the at least first RNA effector molecule, or at least one of the plurality of RNA effector molecules, is 15-30 nucleotides in length.
    • 38. The method of any of paragraphs 1 to 37, the at least first RNA effector molecule, or at least one of the plurality of RNA effector molecules, is 17-28 nucleotides in length.
    • 39. The method of any one of paragraphs 1 to 38, wherein the at least first RNA effector molecule, or at least one of the plurality of RNA effector molecules, comprises at least one modified nucleotide.
    • 40. The method of any of paragraphs 1 to 39, wherein the cell is a plant cell, a fungal cell, or an animal cell.
    • 41. The method of any of paragraphs 1 to 40, wherein the cell is a mammalian cell.
    • 42. The method of paragraph 41, wherein the mammalian cell is a human cell.
    • 43. The method of paragraph 42, wherein the human cell is an adherent cell selected from the group consisting of: SH-SY5Y cells, IMR32 cells, LAN5 cells, HeLa cells, MCFlOA cells, 293T cells, and SK-BR3 cells.
    • 44. The method of paragraph 42, wherein the human cell is a primary cell selected from the group consisting of: HuVEC cells, HuASMC cells, HKB-Il cells, and hMSC cells.
    • 45. The method of paragraph 42, wherein the human cell is selected from the group consisting of: U293 cells, HEK 293 cells, PERC6® cells, Jurkat cells, HT-29 cells, LNCap.FGC cells, A549 cells, MDA MB453 cells, HepG2 cells, THP-I cells, MCF7 cells, BxPC-3 cells, Capan-1 cells, DU145 cells, and PC-3 cells.
    • 46. The method of paragraph 41, wherein the mammalian cell is a rodent cell selected from the group consisting of: BHK21 cells, BHK(TK) cells, NS0 cells, Sp2/0 cells, EL4 cells, CHO cells, CHO cell derivatives, NIH/3T3 cells, 3T3-L1 cells, ES-D3 cells, H9c2 cells, C2C12 cells, and miMCD 3 cells.
    • 47. The method of paragraph 46, wherein the CHO cell derivative is selected from the group consisting of: CHO-K1 cells, CHO-DUKX, CHO-DUKX B1, and CHO-DG44 cells.
    • 48. The method of paragraph 42, wherein the cell is selected from the group consisting of: PERC6 cells, HT-29 cells, LNCaP-FGC cells A549 cells, MDA MB453 cells, HepG2 cells, THP-1 cells, miMCD-3 cells, HEK 293 cells, HeLaS3 cells, MCF7 cells, Cos-7 cells, BxPC-3 cells, DU145 cells, Jurkat cells, PC-3 cells, and Capan-1 cells,
    • 49. The method of paragraph 41, wherein the cell is a rodent cell selected from the group consisting of: BHK21, BHK(TK), NS0 cells, Sp2/0 cells, U293 cells, EL4 cells, CHO cells, and CHO cell derivatives.
    • 50. The method of any of paragraphs 1 to 49, wherein the cell further comprises a genetic construct encoding the biological product.
    • 51. The method of any of paragraphs 1 to 50, wherein the cell further comprises a genetic construct encoding a viral receptor.
    • 52. The method of any of paragraphs 1 to 51, wherein the target gene encodes a protein that affects protein glycosylation.
    • 53. The method of any of paragraphs 1 to 52, wherein the target gene encodes the biological product.
    • 54. The method of any of paragraphs 1 to 53, wherein the at least first RNA effector molecule, or at least one of the plurality of RNA effector molecules, is added at a concentration selected from the group consisting of 0.1 nM, 0.5 nM, 0.75 nM, 1 nM, 2 nM, 5 nM, 10 nM, 20 nM, 30 nM, 40 nM, 50 nM, and 60 nM.
    • 55. The method of any of paragraphs 1 to 53, wherein the at least first RNA effector molecule, or at least one of the plurality of RNA effector molecules, is added at an amount of 50 molecules per cell, 100 molecules/cell, 200 molecules/cell, 300 molecules/cell, 400 molecules/cell, 500 molecules/cell, 600 molecules/cell, 700 molecules/cell, 800 molecules/cell, 900 molecules/cell, 1000 molecules/cell, 2000 molecules/cell, or 5000 molecules/cell.
    • 56. The method of any of paragraphs 1 to 53, wherein the at least first RNA effector molecule, or at least one of the plurality of RNA effector molecules, is added at a concentration selected from the group consisting of: 0.01 fmol/106 cells, 0.1 fmol/106 cells, 0.5 fmol/106 cells, 0.75 fmol/106 cells, 1 fmol/106 cells, 2 fmol/106 cells, 5 fmol/106 cells, 10 fmol/106 cells, 20 fmol/106 cells, 30 fmol/106 cells, 40 fmol/106 cells, 50 fmol/106 cells, 60 fmol/106 cells, 100 fmol/106 cells, 200 fmol/106 cells, 300 fmol/106 cells, 400 fmol/106 cells, 500 fmol/106 cells, 700 fmol/106 cells, 800 fmol/106 cells, 900 fmol/106 cells, and 1 pmol/106 cells.
    • 57. The method of any of paragraphs 1-56, wherein the at least first RNA effector molecule, or at least one of the plurality of RNA effector molecules, is selected from the group consisting of siRNA, miRNA, dsRNA, saRNA, shRNA, piRNA, tkRNAi, eiRNA, pdRNA, a gapmer, an antagomir, a ribozyme, and any combination thereof
    • 58. The method of any of paragraphs 1 to 57, wherein the method further comprises contacting the cell with at least one additional RNA effector molecule, or agent, that modulates a cellular process selected from the group consisting of: carbon metabolism and transport, apoptosis, RNAi uptake and/or efficiency, reactive oxygen species production, control of cell cycle, protein folding, pyroglutamation protein modification, deamidation, glycosylation, disulfide bond formation, protein secretion, gene amplification, viral replication, viral infection, viral particle release, control of cellular pH, and protein production.
    • 59. The method of any of paragraphs 1 to 3, or 6 to 58, wherein the at least one target gene, is selected from the group consisting of: GLUT1, GLUT2, GLUT3, GLUT4, phosphatidylinositol-3,4,5-trisphosphate 3-phosphatase (PTEN), and lactate dehydrogenase (LDH), and wherein the modulation of expression improves production of a biological product in the cell by modulating carbon metabolism or transport in the cell.
    • 60. The method of any of paragraphs 1 to 3, or 6 to 58, wherein the at least one target gene is lactate dehydrogenase (LDH) and the RNA effector molecule is selected from the group consisting of: SEQ ID NO: 3152540-SEQ ID NO: 3152603.
    • 61. The method of any of paragraphs 1 to 3, or 6 to 58, wherein the at least one target gene selected from the group consisting of: Bcl-G, Bax, Bak, Bok, Bad, Bid, Bik, Blk, Hrk, BNIP3, PUMA, NOXA, BimL, Bcl-2, Bcl-xL, Bcl-B, Bcl-w, Boo, Mcl-1, CASP2, CASP3, CASP6, CASP7, CASP8, CASP9, and CASP10; and wherein the modulation of expression improves production of the biological product in the cell by modulating apoptosis of the cell.
    • 62. The method of paragraph any of paragraphs 1 to 3, or 6 to 58, wherein the at least one target gene is Bak and the RNA effector molecule is selected from the group consisting of: SEQ ID NO: 3152412-SEQ ID NO: 3152475.
    • 63. The method of any of paragraphs 1 to 3, or 6 to 58, wherein the at least one target gene is Bax and the RNA effector molecule is selected from the group consisting of: SEQ ID NO: 3152476-SEQ ID NO: 3152539.
    • 64. The method of paragraph 16 or 17, wherein the RNA effector molecule significantly decreases the fraction of cells that enter early apoptosis.
    • 65. The method of paragraph 3, wherein the plurality of target genes are at least Bax and Bak.
    • 66. The method of paragraph 3, wherein the plurality of target genes are at least Bax, Bac, and LDH.
    • 67. The method of any of paragraphs 4, 5, 65, or 66, wherein the RNA effector molecule, a portion of which is complementary to Bax is selected from the group consisting of: SEQ ID NO: 3152476-SEQ ID NO: 3152539, wherein the RNA effector molecule, a portion of which is complementary to Bak, is selected from the group consisting of: SEQ ID NO: 3152412-SEQ ID NO: 3152475.
    • 68. The method of paragraph 4 or 66, wherein the RNA effector molecule, a portion of which is complementary to LDH is selected from the group consisting of: SEQ ID NO: 3152540-SEQ ID NO: 3152603
    • 69. The method of any of paragraphs 1 to 3, or 6 to 58, wherein the expression of at least two target genes is modulated and the at least two target genes are selected from the group consisting of: Bcl-G, Bax, Bak, Bok, Bad, Bid, Bik, Blk, Hrk, BNIP3, PUMA, NOXA, and BimL
    • 70. The method of paragraph any of paragraphs 1 to 3, 6 to 58, further comprising contacting the cell with a RNA effector molecule comprising a sequence complementary to lactate dehydrogenase (LDH).
    • 71. The method of any of paragraphs 1 to 3, or 6 to 58, wherein the at least one target gene selected from the group consisting of: Ago1, Ago2, Ago3, Ago4, HIWI1, HIWI2, HIWI3, HILI, interferon receptor, ApoE, Eri1 and mannose/GalNAc-receptor, and wherein the modulation of expression improves production of the biological product in the cell by modulating RNAi uptake and/or efficacy in the cell.
    • 72. The method of any of paragraphs 1 to 3, or 6 to 58, wherein the at least one target gene is selected from the group consisting of NAD(p)H oxidase, peroxidase, constitutive neuronal nitric oxide synthase (cnNOS), myeloperoxidase (MPO), xanthine oxidase (XO), 15-lipoxygenase-1, NADPH cytochrome c2 reductase, NAPH cytochrome c reductase, NADH cytochrome b5 reductase, and cytochrome P4502E1, and wherein the modulation of expression improves production of the biological product in the cell by inhibiting production of reactive oxygen species in the cell.
    • 73. The method of any of paragraphs 1 to 3, or 6 to 58, wherein the at least one target gene is selected from the group consisting of: MuLV protein, MVM protein, Reo-3 protein, PRV protein, and vesivirus protein; and wherein the modulation of expression improves production of the biological product in the cell by inhibiting viral infection of the cell.
    • 74. The method of any of paragraphs 1 to 3, or 6 to 58, wherein the at least one target gene is xylosyltransferase.
    • 75. The method of paragraph 73, wherein the at least one target gene is a vesivirus protein and the at least one RNA effector molecule is selected from the group consisting of: SEQ ID NO: 3152604-SEQ ID NO: 3152713.
    • 76. The method of any of paragraphs 1 to 3, or 6 to 58, wherein the at least one target gene is selected from the group consisting of: CCNA1, CCNA2, CCNB1, CCNB2, CCNB3, CCND1, CCND2, CCND3, CCNE1, CCNE2, cyclin B, cyclin D, cyclin E, CDK2, CDK4, P10, P21, P27, p53, P57, p16INK4a, P14ARF, and CDK4, and wherein the modulation of expression improves production of the biological product in the cell by modulating the cell cycle of the cell.
    • 77. The method of any of paragraphs 1 to 3, or 6 to 58, wherein the at least one target gene is selected from the group consisting of: IRE1, PERK, ATF4, ATF6, eIF2alpha, GRP78, GRP94, Bip, Hsp40, HSP47, HSP60, Hsp70, HSP90, HSP100, protein disulfide isomerase, peptidyl prolyl isomerase, calreticulin, calnexin, Erp57, and BAG-1; and wherein the modulation of expression improves production of the protein in the cell by enhancing folding of the protein.
    • 78. The method of any of paragraphs 1 to 3, or 6 to 58, wherein the at least one target gene is a methionine sulfoxide reductase gene in the host cell, and wherein the modulation of expression improves production of the protein in the cell by inhibiting modification of the protein by methionine oxidation.
    • 79. The method of any of paragraphs 1 to 3, or 6 to 58, wherein the target gene is a glutaminyl cyclase gene in the host cell, and wherein the modulation of expression improves production of the protein in the cell by inhibiting modification of the protein by pyroglutamation.
    • 80. The method of any of paragraphs 1 to 3, or 6 to 58, wherein the at least one target gene is selected from the group consisting of: asparagine deamidase and glutamine deamidase; and wherein the modulation of expression improves production of the protein in the cell by inhibiting modification of the protein by deamidation.
    • 81. The method of any of paragraphs 1 to 3, or 6 to 58, wherein the at least one target gene is selected from the group consisting of dolichyl-diphosphooligosaccharide-protein glycosyltransferase, UDP glycosyltransferase, UDP-Gal:βGlcNAcβ1,4-galactosyltransferase, UDP-galactose-ceramide galactosyltransferase, fucosyltransferase, protein O-fucosyltransferase, N-acetylgalactosaminytransferase T-4, O-GlcNAc transferase, oligosaccharyl transferase, O-linked N-acetylglucosamine transferase, α-galactosidase, and β-galactosidase; and wherein the modulation of expression improves production of the protein in the cell by modulating glycosylation of the protein.
    • 82. The method of any of paragraphs 1 to 3, or 6 to 58, wherein the at least one target gene is selected from the group consisting of protein disulfide isomerase and sulfhydryl oxidase; and wherein the modulation of expression improves production of the protein in the cell by modulating disulfide bond formation in the protein.
    • 83. The method of any of paragraphs 1 to 3, or 6 to 58, wherein the at least one target gene is selected from the group consisting of gamma-secretase, p115, a signal recognition particle (SRP) protein, secretin, and a kinase; and wherein the modulation of expression improves production of the protein in the cell by modulating secretion of the protein.
    • 84. The method of any of paragraphs 1 to 3, or 6 to 58, wherein the at least one target gene is a dehydrofolate reductase gene in the host cell, wherein the modulation of expression improves production of the protein in the cell by enhancing gene amplification in the cell.
    • 85. The method of any of paragraphs 1 to 3, or 6 to 58, wherein the at least one target gene is a gene of a virus or a target gene of a cell, thereby producing a biological product from a host cell having a reduced viral load.
    • 86. The method of paragraph 85, wherein said virus is selected from the group consisting of: vesivirus, MMV, MuLV, PRV, and Reo-3.
    • 87. The method of paragraph 85, wherein said at least one target gene encodes a viral protein.
    • 88. The method of paragraph 85, wherein said at least one target gene encodes a non-viral protein.
    • 89. The method of any of paragraphs 1 to 3, or 6 to 58, wherein the at least one target gene is selected from the group consisting of: pro-oxidant enzymes, BIK, BAD, BIM, HRK, BCLG, HR, NOXA, PUMA, BOK, BOO, BCLB, CASP2, CASP3, CASP6, CASP7, CASP8, CASP9, CASP10, BAX, BAK, BCL2, p53, APAFI, and HSP70; and wherein the modulation of expression improves production of the biological product in the cell by enhancing the viability of the cell.
    • 90. The method of any of paragraphs 1 to 3, or 6 to 58, wherein the at least one target gene is selected from the group consisting of: CCNA1, CCNA2, CCNB1, CCNB2, CCNB3, CCND1, CCND2, CCND3, CCNE1, CCNE2, cyclin B, cyclin D, cyclin E, CDK2, CDK4, P10, P21, P27, p53, P57, p16INK4a, P14ARF, CDK4, Bcl-G, Bax, Bak, Bok, Bad, Bid, Bik, Blk, Hrk, BNIP3, PUMA, NOXA, BimL, Bcl-2, Bcl-xL, Bcl-B, Bcl-w, Boo, Mcl-1, A1, CASP2, CASP3, CASP6, CASP7, CASP8, CASP9, CASP10, GLUT1, GLUT2, GLUT3, GLUT4, phosphatidylinositol-3,4,5-trisphosphate 3-phosphatase (PTEN), and lactate dehydrogenase (LDH); and wherein the modulation of expression improves production of the biological product in the cell by enhancing the specific productivity of the cell.
    • 91. The method of any of paragraphs 1 to 3, or 6 to 58, wherein the at least one target gene is selected from the group consisting of: GLUT1, GLUT2, GLUT3, GLUT4, phosphatidylinositol-3,4,5-trisphosphate 3-phosphatase (PTEN), lactate dehydrogenase (LDH), CCNA1, CCNA2, CCNB1, CCNB2, CCNB3, CCND1, CCND2, CCND3, CCNE1, CCNE2, cyclin B, cyclin D, cyclin E, CDK2, CDK4, P10, P21, P27, p53, P57, p16INK4a, P14ARF, and CDK4; wherein the modulation of expression improves production of the biological product in the cell by modulating nutrient requirements of the cell.
    • 92. The method of any of paragraphs 1 to 3, or 6 to 58, wherein the at least one target gene is selected from the group consisting of: lactate dehydrogenase and lysosomal V-type ATPase; and wherein the modulation of expression improves production of the biological product in the cell by modulating the pH of the cell.
    • 93. The method of any of paragraphs 1 to 3, or 6 to 58, wherein the at least one target gene is selected from the group consisting of: cytoplasmic actin capping protein (CapZ), Ezrin (VIL2), Laminin A, and Cofilin (CFL1); and wherein the modulation of gene expression improves production of the biological product in the cell by modulating actin dynamics of the cell
    • 94. The method of paragraph 93, wherein at least one RNA effector molecule inhibits expression of the target gene Cofilin.
    • 95. The method of paragraph 93, wherein at least one RNA effector molecule increases expression of a target gene selected from the group consisting of: cytoplasmic actin capping protein (CapZ), Ezrin (VIL2), and Laminin A.
    • 96. The method of any of paragraphs 1 to 3, or 6 to 58, wherein the at least one target gene is a gene of a host cell latent virus, an adventitious virus, a host cell endogenous retrovirus, or a host cell binding-ligand of such virus.
    • 97. The method of paragraph 96, wherein the target gene is a gene of an endogenous retrovirus (ERV) selected from HERV-K, pt01-Chr10r-17119458, pt01-Chr5-53871501, BaEV, GaLV, HERV-T, ERV-3, HERV-E, HERV-ADP, HERV-I, MER4like, HERV-FRD, HERV-W, HERVH-RTVLH2, HERVH-RGH2, HERV-Hconsensus, HERV-Fc1, hg15-chr3-152465283, HERVL66, HSRV, HFV, HERV-S, HERV-L, HERVL40, HERVL74, HTLV-1, HTLV-2, HIV-1, HIV-2, MPMV, MMTV, HML1, HML2, HML3, HML4, HML7, HML8, HML5, HML10, HML6, HML9, MMTV, FLV, PERV, BLV, EIAV, JSRV, gg01-chr7-7163462, gg01-chrU-52190725, gg01-Chr4-48130894, ALV, gg01-chr1-15168845, gg01-chr4-77338201, gg01-ChrU-163504869, gg01-chr7-5733782, Python-molurus, WDSV, SnRV, Xen1, Gypsy, and Ty1.
    • 98. The method of paragraph 96, wherein the target gene is a gene of a latent virus selected from the group consisting of C serotype adenovirus, avian adenovirus, avian adenovirus-associated virus, human herpesvirus-4 (EBV), and circovirus.
    • 99. The method of paragraph 98, wherein the latent virus is a circovirus, and the target gene is the rep gene of porcine circovirus type 1 (PCV1) or circovirus type 2 (PCV2).
    • 100. The method of paragraph 98, wherein the latent virus is EBV and the target gene is latent membrane protein (LMP)-2A.
    • 101. The method of paragraph 96, wherein the target gene is a gene of an adventitious virus selected from the group consisting of: exogenous retrovirus, human immunodeficiency virus type 1 (HIV-1), HIV-2, human T-cell lymphotropic virus type I (HTLV-I), HTLV-II, human hepatitis A (HHA), HHB, HHC, human cytomegalovirus, EBV, herpesvirus, human herpesvirus 6 (HHV6), HHV7, HHV8, human parvovirus B19, reovirus, polyoma (JC/BK) virus, SV40, human coronavirus, papillomavirus, human papillomavirus, influenza A, B, and C viruses, human enterovirus, human parainfluenza virus, human respiratory syncytial virus, vesivirus, porcine circovirus, lymphocytic choriomeningitis virus (LCMV), lactate dehydrogenase virus, porcine parvovirus, adeno-associated virus, reovirus, rabies virus, leporipoxviruse, avian leukosis virus (ALV), hantaan virus, Marburg virus, SV20, Semliki Forest virus, feline sarcoma virus, porcine parvovirus, mouse hepatitis virus (MHV), murine leukemia virus (MuLV), pneumonia virus of mice (PVM), Theiler's encephalomyelitis virus, murine minute virus, mouse adenovirus (MAV); mouse cytomegalovirus, mouse rotavirus (EDIM), Kilham rat virus, Toolan's H-1 virus, Sendai virus, rat coronavirus, pseudorabies virus, Cache Valley virus, bovine viral diarrhoea virus, bovine parainfluenza virus type 3, bovine respiratory syncytial virus, bovine adenovirus, bovine parvovirus, infectious bovine rhinotracheitis virus, bovine herpesvirus, bovine reovirus, bluetongue virus, bovine polyoma virus, bovine circovirus, vaccinia, orthopoxviruses other than vaccinia, pseudocowpox virus, and leporipoxvirus.
    • 102. The method of paragraph 96, wherein target gene is a host cell binding ligand for an endogenous virus, a latent virus, or an adventitious virus.
    • 103. The method of paragraph 102, wherein the target gene is SLC35A1, Gne, Cmas, B4GalT1, or B4GalT6.
    • 104. The method of any of paragraphs 1 to 3, or 6 to 58, wherein the at least one target gene is selected from the group consisting of FUT8, TSTA3, and GMDS; and wherein the modulation of expression improves production of the biological product in the cell by modulating fucosylation.
    • 105. The method of paragraph 104, further comprising contacting a host cell with at least one RNA effector molecule that targets a gene that encodes a sialytransferase.
    • 106. The method of paragraph 105, wherein the sialytransferase is selected from the group consisting of ST3 β-galactoside α-2,3-sialyltransferase 1, ST3 β-galactoside α-2,3-sialyltransferase 4, ST3 β-galactoside α-2,3-sialyltransferase 3, ST3 β-galactoside α-2,3-sialyltransferase 5, ST6 (α-N-acetyl-neuraminyl-2,3-β-galactosyl-1,3)-N-acetylgalactosaminide α-2,6-sialyltransferase 6, and ST3 β-galactoside α-2,3-sialyltransferase 2.
    • 107. The method of any of paragraphs 1 to 3, or 6 to 58, wherein the at least one target gene is selected from the group consisting of glutaminase and glutamine dehydrogenase; and wherein the modulation of expression improves production of the biological product in the cell by modulating ammonia buildup.
    • 108. The method of any of paragraphs 1 to 108, further comprising contacting the host cell with at least one RNA effector molecule that modulates expression of glutaminase.
    • 109. The method of any of paragraphs 1 to 108, further comprising contacting the host cell with at least one RNA effector molecule that modulates expression of glutamine synthetase.
    • 110. A composition comprising: at least one RNA effector molecule, a portion of which is complementary to at least one target gene of a host cell, and a cell medium suitable for culturing the host cell, wherein the RNA effector molecule is capable of modulating expression of the target gene and the modulation of expression enhances production of a biological product, wherein the at least one RNA effector molecule is an siRNA that comprises an antisense strand comprising at least 16 contiguous nucleotides of the nucleotide sequence selected from the group consisting of: SEQ ID NO: 9772-SEQ ID NO: 3152339 and SEQ ID NO: 3161121-SEQ ID NO: 3176783
    • 111. The composition of paragraph 110, comprising two or more RNA effector molecules, wherein the two or more RNA effector molecules are each complementary to different target genes.
    • 112. A composition comprising: a plurality of RNA effector molecules, wherein a portion of each RNA effector molecule is complementary to at least one target gene of a host cell, and wherein the composition is capable of modulating expression of Bax, Bak, and LDH, and the modulation of expression enhances production of a biological product.
    • 113. The composition of paragraph 110 or 112, further comprising at least one additional RNA effector molecule or agent
    • 114. The composition of 110 or 112, wherein the at least one RNA effector molecule is siRNA.
    • 115. The composition of paragraph 110 or 112, wherein the at least one RNA effector molecule comprises a duplex region.
    • 116. The composition of paragraph 110 or 112, wherein the at least one RNA effector molecule is 15-30 nucleotides in length.
    • 117. The composition of paragraph 110 or 112, wherein the at least one RNA effector molecule is 17-28 nucleotides in length.
    • 118. The composition of paragraph 110 or 112, wherein the at least one RNA effector molecule comprises a modified nucleotide.
    • 119. The composition of paragraph 110, wherein the cell medium is a serum-free medium.
    • 120. The composition of any of paragraphs 110 to 119, wherein the composition is formulated in a non-lipid formulation.
    • 121. The composition of paragraph 110 to 119, wherein the composition is formulated in a lipid formulation.
    • 122. The composition of any one of paragraphs 121, wherein the lipid in the formulation comprises a cationic or non-ionic lipid.
    • 123. The composition of any of paragraphs 110 to 122, wherein the composition further comprises one or more cell culture media supplements.
    • 124. The composition of paragraphs 110 to 123, wherein the at least one RNA effector molecule comprises a double-stranded ribonucleic acid (dsRNA), wherein said dsRNA comprises at least two sequences that are complementary to each other and wherein a sense strand comprises a first sequence and an antisense strand comprises a second sequence comprising a region of complementarity which is substantially complementary to at least part of a target gene, and wherein said region of complementarity is 10 to 30 nucleotides in length.
    • 125. A kit for enhancing production of a biological product by a cultured cell, comprising:
      • (a) a substrate comprising one or more assay surfaces suitable for culturing the cell under conditions in which the biological product is produced;
      • (b) one or more RNA effector molecules, wherein at least a portion of each RNA effector molecule is complementary to a target gene; and
      • (c) a reagent for detecting the biological product or production thereof by the cell,
    •  wherein the one or more RNA effector molecules is an siRNA comprising an antisense strand that comprises at least 16 contiguous nucleotides of the nucleotide sequence selected from the group consisting of: SEQ ID NO: 9772-SEQ ID NO: 3152339 and SEQ ID NO: 3161121-SEQ ID NO: 3176783.
    • 126. The kit of paragraph 125, wherein the one or more assay surfaces further comprises a matrix for supporting the growth and maintenance of host cells.
    • 127. The kit of paragraph 125, wherein the one or more RNA effector molecules are deposited on the substrate.
    • 128. The kit of paragraph 125, further comprising a carrier for promoting uptake of the RNA effector molecules by the host cell.
    • 129. The kit of paragraph 128, wherein the carrier comprises a cationic lipid composition.
    • 130. The kit of paragraph 128, wherein the carrier is deposited on the substrate.
    • 131. The kit of paragraph 125, further comprising cell culture media suitable for culturing the host cell.
    • 132. The kit of paragraph 125, further comprising instructions for culturing a host cell in the presence of one or more RNA effector molecules and assaying the cell for production of the biological product.
    • 133. A kit for optimizing production of a biological product by cultured cells, comprising:
      • (a) a microarray substrate comprising a plurality of assay surfaces, the assay surfaces being suitable for culturing the cells under conditions in which the biological product is produced;
      • (b) one or more RNA effector molecules, wherein at least a portion of each RNA effector molecule is complementary to a target gene; and
      • (c) a reagent for detecting the effect of the one or more RNA effector molecules on production of the biological product.
    •  wherein the one or more RNA effector molecules is an siRNA comprising an antisense strand that comprises at least 16 contiguous nucleotides of the nucleotide sequence selected from the group consisting of: SEQ ID NO: 9772-SEQ ID NO: 3152339 and SEQ ID NO: 3161121-SEQ ID NO: 3176783.
    • 134. The kit of paragraph 133, wherein the substrate is a multi-well plate or biochip.
    • 135. The kit of paragraph 133, wherein the substrate is a two-dimensional microarray plate or biochip.
    • 136. The kit of paragraph 133, wherein the one or more RNA effector molecules are deposited on the assay surfaces of the substrate.
    • 137. The kit of paragraph 135, wherein a plurality of different RNA effector molecules are deposited on assay surfaces across a first dimension of the microarray.
    • 138. The kit of paragraph 137, wherein the plurality of RNA effector molecules are each complementary to a different target gene.
    • 139. The kit of paragraph wherein the different target genes are Bax, Bak, and LDH.
    • 140. The kit of paragraph 137, wherein a plurality of RNA effector molecules are each complementary to a different region of the same target gene.
    • 141. The kit of paragraph 137, wherein each of the RNA effector molecules comprising the plurality is deposited at varying concentrations on assay surfaces along the second dimension of the microarray.
    • 142. The method of any of claims 1-109, wherein the RNA effector molecule, a portion of which is complementary to the target gene, is a corresponding siRNA that comprises an antisense strand comprising at least 16 contiguous nucleotides of a nucleotide sequence, wherein the nucleotide sequence is set forth in any of Tables 1-16, 21-25, 27-30, 31, 33, 35, 37, 39, 41, 45, 47, 51-61, 65 or 66.
    • 143. A system for selecting a nucleotide sequence of at least one RNA effector molecule suitable for modulating protein expression in a cell, the system comprising:
      • (a) a computer system comprising at least one processor and associated memory, the memory storing at least one computer program for controlling the operation of the computer system.
      • (b) a database, connected to the computer system, comprising transcriptome information of at least one transcriptome of at least one cell (cell transcriptome), the information comprising a sequence for each transcript of the transcriptome, and, optionally, a name of the transcript, and, optionally, a name of a molecular pathway in which the transcript plays a role; and information on at least one RNA effector molecule, the information comprising at least the sequence of the RNA effector molecule, and, optionally, target specificity of the RNA effector molecule, wherein each RNA effector molecule is designed to match at least sequence in the at least one cell transcriptome;
      • (c) a user interface program module executed by the computer system and configured to receive user parameters comprising at least one of: a cell type selection, a target organism selection, a cellular pathway selection, a cross-reactivity selection, an amount of transcript selection, a target gene name and/or sequence selection, and, optionally, a method of delivery selection comprising either in vivo or in vitro delivery options; and further, optionally, user address information;
      • (d) a first module executed by the computer system and configured to check the parameters against the sequences in the database for a matching combination of the parameters and transcriptome transcript sequences; and
      • (e) a second module executed by the computer system and configured to display a selected sequence of at least one RNA effector molecule suitable for modulating protein expression in the cell.
    • 144. The system of paragraph 144, further comprising a storage module for storing the at least one RNA effector molecule in a container, wherein if there are two or more RNA effector molecules, each RNA effector molecule is stored in a separate container, and a robotic handling module, which upon selection of the matching combination, selects a matching container, and optionally adds to the container additives based on a user selection for in vivo or in vitro delivery, and optionally further packages the container comprising the matching RNA effector molecule to be sent to the user address.
    • 145. The system of any of paragraphs 143 to 144, wherein the at least one cell transcriptome sequence information consists essentially of SEQ ID NOs:1-9771 and SEQ ID NOs: 3157149-3158420.
    • 146. The system of any of paragraphs 143 to 145, wherein the RNA effector molecule is selected from the group consisting of siRNA, miRNA, dsRNA, saRNA, shRNA, piRNA, tkRNAi, eiRNA, pdRNA, a gapmer, an antagomir, a ribozyme, and any combination thereof
    • 147. The system of any of paragraphs 143 to 145, wherein the RNA effector molecule is selected from the group consisting of an siRNA, a formulated siRNA, an siRNA mixture, and any combination thereof
    • 148. The system of any of paragraphs 143 to 147, wherein the RNA effector molecule comprises an antisense RNA strand comprising at least 16 contiguous nucleotides of the nucleotide sequence selected from the group consisting of SEQ ID NOs: 9772-3152399 and SEQ ID NOs: 3161121-3176783.
    • 149. The system of any of paragraphs 143 to 147, wherein the RNA effector molecule comprises an antisense strand comprising 16-19 contiguous nucleotides of the nucleotide sequence selected from the group consisting of SEQ ID NOs: 9772-3152399 and SEQ ID NOs: 3161121-3176783.
    • 150. The system of any of paragraphs 143 to 149, wherein the sequence of the at least one RNA effector molecule consists essentially of SEQ ID NOs: 9772-3152399 and SEQ ID NOs: 3161121-3176783.
    • 151. The system of any of paragraphs 143 to 150, wherein a plurality of RNA effector molecules are selected that match at least one or more sequences in at least one transcriptome.
    • 152. A method for selecting a RNA effector molecule for modulating protein expression in a cell using the system of any one of the preceding paragraphs.
    • 153. The system of any of the preceding paragraphs further comprising genome information of the cell, wherein by a user selection, the RNA effector molecules can be matched to target genomic sequences, comprising promoters, enhancers, introns and exons present in the genome.
    • 154. A Chinese hamster ovary (CHO) cell transcriptome comprising a selection or a compilation of transcripts having SEQ ID NOs:1-9771.
    • 155. A Chinese hamster ovary (CHO) cell transcriptome comprising a selection or a compilation of transcripts having SEQ ID NOs:3157149-3158420.
    • 156. The CHO cell transcriptome of paragraph 154 or 155, wherein the CHO cell transcriptome sequences are a part of a database.
    • 157. An siRNA directed to any one of the CHO cell transcriptome transcript of paragraph 154 or 155.
    • 158. The siRNA of paragraph 157, wherein the siRNA comprises an antisense strand comprising at least 16 contiguous nucleotides of the nucleotide sequence selected from the group consisting of SEQ ID NOs:9772-3152399 and SEQ ID NOs: 3161121-3176783.
    • 159. The siRNA of paragraph 157 or 158, wherein the siRNA comprises an antisense strand comprising 16-19 contiguous nucleotides of the nucleotide sequence selected from the group consisting of SEQ ID NOs:9772-3152399 and SEQ ID NOs: 3161121-3176783.
    • 160. The siRNA of any one of paragraphs 156 to 159, wherein the siRNA is selected from the group consisting of SEQ ID NOs:9772-3152359 and SEQ ID NOs: 3161121-3176783.
    • 161. The siRNA of any one of the preceding paragraphs, wherein the siRNA sequences or an antisense sequence thereof are part of a database.
    • 162. A method for improving a cell line, the method comprising modulating at least one protein translated from a transcript selected from Tables 1-16.
    • 163. A method for improving a cell line, the method comprising modulating at least two transcripts using an effector RNA molecule, wherein a first transcript affects a first cell culture phenotype and a second transcript affects a second, different cell culture phenotype, wherein the cell culture phenotypes are selected from the group consisting of a cell growth rate, a cellular productivity, a peak cell density, a sustained cell viability, a rate of ammonia production or consumption, or a rate of lactate production or consumption; and wherein the first and second transcripts are selected from the group consisting of SEQ ID NOs:1-9771 and SEQ ID NOs: 3157149-3158420.
    • 164. The method of paragraph 163, further comprising modulating a third transcript affecting a third cell culture phenotype different from the first and second cell culture phenotypes.
    • 165. The method of any one of paragraphs 163 to 164, wherein the RNA effector molecule is selected from the group consisting of siRNA, miRNA, dsRNA, saRNA, shRNA, piRNA, tkRNAi, eiRNA, pdRNA, a gapmer, an antagomir, or a ribozyme.
    • 166. The method of any one of paragraphs 163 to 165, wherein the RNA effector molecule comprises an antisense strand comprising at least 16 contiguous nucleotides of the nucleotide sequence selected from the group consisting of SEQ ID NOs:9772-3152359 and SEQ ID NOs: 3161121-3176783.
    • 167. The method of any one of paragraphs 163 to 167, wherein the RNA effector molecule comprises an antisense strand comprising 16 to 19 contiguous nucleotides of the nucleotide sequence selected from the group consisting of SEQ ID NOs:9772-3152399 and SEQ ID NOs: 3161121-3176783.
    • 168. The method of any one of paragraphs 163 to 167, wherein the effector RNA molecule is selected from the group consisting of SEQ ID NOs:9772-3152399 and SEQ ID NOs: 3161121-3176783.
    • 169. The method of any one of paragraphs 163 to 168, wherein the cell line is a CHO cell line.
    • 170. An engineered cell line with an improved cellular productivity, improved cell growth rate, or improved cell viability, comprising a population of engineered cells, each of which comprising an engineered construct modulating one or more transcripts selected from Tables 1-16, 21-25, 27-30, 52-61, 65 and 66.
    • 171. The engineered cell line of paragraph 170, wherein the engineered construct modulating one or more transcripts comprises a RNA effector molecule selected from the group consisting of siRNA, miRNA, dsRNA, saRNA, shRNA, piRNA, tkRNAi, eiRNA, pdRNA, gapmer, antagomir, ribozyme, and any combination thereof
    • 172. The engineered cell line of paragraph 171, wherein the RNA effector molecule comprises an antisense strand comprising 16 to 19 contiguous nucleotides of the nucleotide sequence selected from the group consisting of SEQ ID NOs:9772-3152399 and SEQ ID NOs: 3161121-3176783.
    • 173. The engineered cell line of any one of paragraphs 169-172, wherein the engineered construct comprises an siRNA selected from the group consisting of SEQ ID NOs:9772-3152399 and SEQ ID NOs: 3161121-3176783.
    • 174. The method of paragraph 121, wherein the lipid formulation comprises a lipid having the following formula:




embedded image


wherein:


R1 and R2 are each independently for each occurrence optionally substituted C10-C30 alkyl, optionally substituted C10-C30 alkoxy, optionally substituted C10-C30 alkenyl, optionally substituted C10-C30 alkenyloxy, optionally substituted C10-C30 alkynyl, optionally substituted C10-C30 alkynyloxy, or optionally substituted C10-C30 acyl;




embedded image


represents a connection between L2 and L1 which is:


(1) a single bond between one atom of L2 and one atom of L1, wherein

    • L1 is C(Rx), O, S or N(Q);
    • L2 is —CR5R6—, —O—, —S—, —N(Q)-, ═C(R5)—, —C(O)N(Q)-, —C(O)O—, —N(Q)C(O)—, —OC(O)—, or —C(O)—;


(2) a double bond between one atom of L2 and one atom of L1; wherein


L1 is C;

    • L2 is —CR5=, —N(Q)═, —N—, —O—N═, —N(Q)-N═, or —C(O)N(Q)-N═;


(3) a single bond between a first atom of L2 and a first atom of L1, and a single bond between a second atom of L2 and the first atom of L1, wherein

    • L1 is C;
    • L2 has the formula




embedded image


wherein

    • X is the first atom of L2, Y is the second atom of L2, - - - - - represents a single bond to the first atom of L1, and X and Y are each, independently, selected from the group consisting of —O—, —S—, alkylene, —N(Q)-, —C(O)—, —O(CO)—, —OC(O)N(Q)-, —N(Q)C(O)O—, —C(O)O, —OC(O)O—, —OS(O)(Q2)O—, and —OP(O)(Q2)O—;
    • Z1 and Z4 are each, independently, —O—, —S—, —CH2—, —CHR5—, or —CR5R5—;
    • Z2 is CH or N;
    • Z3 is CH or N;
    • or Z2 and Z3, taken together, are a single C atom;
    • A1 and A2 are each, independently, —O—, —S—, —CH2—, —CHR5—, or —CR5R5—;
    • each Z is N, C(R5), or C(R3);
    • k is 0, 1, or 2;
    • each m, independently, is 0 to 5;
    • each n, independently, is 0 to 5;


where m and n taken together result in a 3, 4, 5, 6, 7 or 8 member ring;


(4) a single bond between a first atom of L2 and a first atom of L1, and a single bond between the first atom of L2 and a second atom of L1, wherein

    • (A) L1 has the formula:




embedded image




    •  wherein
      • X is the first atom of L1, Y is the second atom of L1, - - - - - represents a single bond to the first atom of L2, and X and Y are each, independently, selected from the group consisting of —O—, —S—, alkylene, —N(Q)-, —C(O)—, —O(CO)—, —OC(O)N(Q)-, —N(Q)C(O)O—, —C(O)O, —OC(O)O—, —OS(O)(Q2)O—, and —OP(O)(Q2)O—;
      • T1 is CH or N;
      • T2 is CH or N;
      • or T1 and T2 taken together are C═C;
      • L2 is CR5; or

    • (B) L1 has the formula:







embedded image


wherein


X is the first atom of L1, Y is the second atom of L1, - - - - - represents a single bond to the first atom of L2, and X and Y are each, independently, selected from the group consisting of —O—, —S—, alkylene, —N(Q)-, —C(O)—, —O(CO)—, —OC(O)N(Q)-, —N(Q)C(O)O—, —C(O)O, —OC(O)O—, —OS(O)(Q2)O—, and —OP(O)(Q2)O—;

    • T1 is —CR5R5—, —N(Q)-, —O—, or —S—;
    • T2 is —CR5R5—, —N(Q)-, —O—, or —S—;
    • L2 is CR5 or N;


R3 has the formula:




embedded image


wherein


each of Y1, Y2, Y3, and Y4, independently, is alkyl, cycloalkyl, aryl, aralkyl, or alkynyl; or


any two of Y1, Y2, and Y3 are taken together with the N atom to which they are attached to form a 3- to 8-member heterocycle; or


Y1, Y2, and Y3 are all be taken together with the N atom to which they are attached to form a bicyclic 5- to 12-member heterocycle;


each Rn, independently, is H, halo, cyano, hydroxy, amino, alkyl, alkoxy, cycloalkyl, aryl, heteroaryl, or heterocyclyl;


L3 is a bond, —N(Q)-, —O—, —S—, —(CR5R6)a—, —C(O)—, or a combination of any two of these;


L4 is a bond, —N(Q)-, —O—, —S—, —(CR5R6)a—, —C(O)—, or a combination of any two of these;


L5 is a bond, —N(Q)-, —O—, —S—, —(CR5R6)a—, —C(O)—, or a combination of any two of these;


each occurrence of R5 and R6 is, independently, H, halo, cyano, hydroxy, amino, alkyl, alkoxy, cycloalkyl, aryl, heteroaryl, or heterocyclyl; or two R5 groups on adjacent carbon atoms are taken together to form a double bond between their respective carbon atoms; or two R5 groups on adjacent carbon atoms and two R6 groups on the same adjacent carbon atoms are taken together to form a triple bond between their respective carbon atoms;


each a, independently, is 0, 1, 2, or 3;


wherein


an R5 or R6 substituent from any of L3, L4, or L5 is optionally taken with an R5 or R6 substituent from any of L3, L4, or L5 to form a 3- to 8-member cycloalkyl, heterocyclyl, aryl, or heteroaryl group; and


any one of Y1, Y2, or Y3, is optionally taken together with an R5 or R6 group from any of L3, L4, and L5, and atoms to which they are attached, to form a 3- to 8-member heterocyclyl group;


each Q, independently, is H, alkyl, acyl, cycloalkyl, alkenyl, alkynyl, aryl, heteroaryl or heterocyclyl; and


each Q2, independently, is O, S, N(Q)(Q), alkyl or alkoxy.

    • 175. The method of claim 41, wherein said mammalian cell is a MDCK cell.


EXAMPLES
Example 1
RNA Effector Molecule Synthesis

Where the source of a reagent is not specifically given herein, such reagent may be obtained from any supplier of reagents for molecular biology at a quality/purity standard for application in molecular biology.


Oligonucleotide Synthesis:


All oligonucleotides are synthesized on an AKTAoligopilot synthesizer. Commercially available controlled pore glass solid support (dT-CPG, 500 {acute over (Å)}, Prime Synthesis) and RNA phosphoramidites with standard protecting groups, 5′-O-dimethoxytrityl N6-benzoyl-2′-t-butyldimethylsilyl-adenosine-3′-O—N,N′-diisopropyl-2-cyanoethylphosphoramidite, 5′-O-dimethoxytrityl-N4-acetyl-2′-t-butyldimethylsilyl-cytidine-3′-O—N,N′-diisopropyl-2-cyanoethylphosphoramidite, 5′-O-dimethoxytrityl-N2-isobutryl-2′-t-butyldimethylsilyl-guanosine-3′-O—N,N′-diisopropyl-2-cyanoethylphosphoramidite, and 5′-O-dimethoxytrityl-2′-t-butyldimethylsilyl-uridine-3′-O—N,N′-diisopropyl-2-cyanoethylphosphoramidite (Pierce Nucleic Acids Technologies) were used for the oligonucleotide synthesis. The 2′-F phosphoramidites, 5′-O-dimethoxytrityl-N4-acetyl-2′-fluoro-cytidine-3′-O—N,N′-diisopropyl-2-cyanoethyl-phosphoramidite and 5′-O-dimethoxytrityl-2′-fluoro-uridine-3′-O—N,N′-diisopropyl-2-cyanoethyl-phosphoramidite are purchased from (Promega). All phosphoramidites are used at a concentration of 0.2M in acetonitrile (CH3CN) except for guanosine which is used at 0.2M concentration in 10% THF/ANC (v/v). Coupling/recycling time of 16 min is used. The activator is 5-ethyl thiotetrazole (0.75M, American International Chemicals); for the PO-oxidation iodine/water/pyridine is used and for the PS-oxidation PADS (2%) in 2,6-lutidine/ACN (1:1 v/v) is used.


The 3′-ligand conjugated strands are synthesized using solid support containing the corresponding ligand. For example, the introduction of cholesterol unit in the sequence is performed from a hydroxyprolinol-cholesterol phosphoramidite. Cholesterol is tethered to trans-4-hydroxyprolinol via a 6-aminohexanoate linkage to obtain a hydroxyprolinol-cholesterol moiety. The 5′-end Cy-3 and Cy-5.5 (fluorophore) labeled RNA effector molecules are synthesized from the corresponding Quasar®570 indocarbocyanine CyTM3 phosphoramidite are purchased from Biosearch Technologies (Novato, Calif.). Conjugation of ligands to 5′-end and or internal position is achieved by using appropriately protected ligand-phosphoramidite building block. An extended 15 min coupling of 0.1 M solution of phosphoramidite in anhydrous CH3CN in the presence of 5-(ethylthio)-1H-tetrazole activator to a solid-support-bound oligonucleotide. Oxidation of the internucleotide phosphite to the phosphate is carried out using standard iodine-water, as reported in the literature, or by treatment with tert-butyl hydroperoxide/acetonitrile/water (10:87:3) with 10 min oxidation wait time conjugated oligonucleotide. Phosphorothioate is introduced by the oxidation of phosphite to phosphorothioate by using a sulfur transfer reagent such as DDTT (purchased from AM Chemicals), PADS and or Beaucage reagent. The cholesterol phosphoramidite is synthesized in house and used at a concentration of 0.1 M in dichloromethane. Coupling time for the cholesterol phosphoramidite is 16 min.


Deprotection I (Nucleobase Deprotection):


After completion of synthesis, the support is transferred to a 100 mL glass bottle (VWR). The oligonucleotide is cleaved from the support with simultaneous deprotection of base and phosphate groups with 80 mL of a mixture of ethanolic ammonia [ammonia:ethanol (3:1)] for 6.5 h at 55° C. The bottle is cooled briefly on ice and then the ethanolic ammonia mixture is filtered into a new 250-mL bottle. The CPG is washed with 2×40 mL portions of ethanol/water (1:1 v/v). The volume of the mixture is then reduced to ˜30 mL by roto-vap. The mixture is then frozen on dry ice and dried under vacuum on a speed vac.


Deprotection II (Removal of 2′-TBDMS Group):


The dried residue is resuspended in 26 mL of triethylamine, triethylamine trihydrofluoride (TEA.3HF) or pyridine-HF and DMSO (3:4:6) and heated at 60° C. for 90 minutes to remove the tert-butyldimethylsilyl (TBDMS) groups at the 2′ position. The reaction is then quenched with 50 mL of 20 mM sodium acetate and the pH is adjusted to 6.5. Oligonucleotide is stored in a freezer until purification.


Analysis:


The oligonucleotides are analyzed by high-performance liquid chromatography (HPLC) prior to purification and selection of buffer and column depends on nature of the sequence and or conjugated ligand.


HPLC Purification:


The ligand-conjugated oligonucleotides are purified by reverse-phase preparative HPLC. The unconjugated oligonucleotides are purified by anion-exchange HPLC on a TSK gel column packed in house. The buffers are 20 mM sodium phosphate (pH 8.5) in 10% CH3CN (buffer A); and 20 mM sodium phosphate (pH 8.5) in 10% CH3CN, 1 M NaBr (buffer B). Fractions containing full-length oligonucleotides are pooled, desalted, and lyophilized. Approximately 0.15 OD of desalted oligonucleotides are diluted in water to 150 μL and then pipetted into special vials for CGE and LC/MS analysis. Compounds are then analyzed by LC-ESMS and CGE.


RNA Effector Molecule Preparation:


For the general preparation of RNA effector molecules, equimolar amounts of sense and antisense strand are heated in 1×PBS at 95° C. for 5 min and slowly cooled to room temperature. Integrity of the duplex is confirmed by HPLC analysis.


siRNAs designed to degrade hamster Bax, Bak, and LDH mRNA were synthesized based on publicly available sequence data. A set of approximately 32 siRNAs was designed and synthesized for each target. Each siRNA was added to cell media at 10 nM for 3 days to screen for effect. In a 96 well plate, 29.5 μL of CD CHO media (Gibco) was added to test wells and 47 μL to control wells. To this, 17.5 μL of 100 nM siRNAs in CD CHO media was added to the test wells. To all wells, 3 μL of Lipofectamine™ RNAiMAX transfection reagent (Invitrogen) diluted 1:10 in CD CHO media was added. The mixture was allowed to incubate at room temperature for 15 min and then 125 μL of CD CHO media containing 20,000-30,000 cells was added to all wells. The plates were then placed in a 37° C. CO2 incubator for 3 days.


After 3 days, cells were visually inspected for toxicity and then RNA was extracted using a MagMAX™ 96-well RNA extraction kit (Applied Biosys./Ambion®, Austin, Tex.) following manufacturer's instructions. cDNA was made from the RNA using a High Capacity cDNA Reverse Transcription Kit (Applied Biosys.) according to manufacturer's instructions. Finally, qPCR was used to quantify a 25-fold dilution of the target cDNA with a Roche Lightcycler 480 PCR instrument and Roche PCR Probes master mix. Relative knockdown of target genes was calculated using the ΔΔCt method using GAPDH as the internal standard.


For qPCR the following primers and probes were used:











Bax



Forward primer



(SEQ ID NO: 3152400)



5′-GGAGCAGCTCGGAGGCG-3′







Reverse primer



(SEQ ID NO: 3152401)



5′-AAAAGGCCCCTGTCTTCATGA-3′







Probe



(SEQ ID NO: 3152402)



5′-6FAM-CGGGCCCACCAGCTCTGAGCA-TAMRA-3′







Bak



Forward primer



(SEQ ID NO: 3152403)



5′-CCTCCTAGGCAGGACTGTGA-3′







Reverse primer



(SEQ ID NO: 3152404)



5′-CCAAGATGCTGTTGGGTTCT-3′







Probe



(SEQ ID NO: 3152405)



5′-6FAM-TCAGGAACAAGAGACCCAGG-TAMRA-3′







LDH



Forward primer



(SEQ ID NO: 3152406)



5′-TCTGTCTGTGGCTGACTTGG-3′







Reverse primer



(SEQ ID NO: 3152407)



5′-TCACAACATCGGAGATTCCA-3′







Probe



(SEQ ID NO: 3152408)



5′-6FAM-TGAAGAATCTTAGGCGGGTG-TAMRA-3′







GAPDH



Forward primer



(SEQ ID NO: 3152409)



5′-TGGCTACAGCAACAGAGTGG-3′







Reverse primer



(SEQ ID NO: 3152410)



5′-GTGAGGGAGATGATCGGTGT-3′







Probe



(SEQ ID NO: 3152411)



5′-VIC-AGTCCCTGTCCAATAACCCC-TAMRA-3′






Following the initial screen at 10 nM, the most potent siRNAs were further tested at concentrations ranging from 100 nM to 1 pM under identical conditions as described above except that the concentrations of siRNAs in the 17.5 μL CD CHO media was modified as needed to obtain the desired final concentration. Some of the more potent siRNAs identified using this procedure are shown in Table 25.


An LDH activity assay kit (Cayman Chemical, Ann Arbor, Mich.) was used to test for reduced levels of LDH after 3 to 4 days of treatment with LDH siRNAs. To lyse cells in the 175 μL of media in the 96-well plate wells, 20 μL of 1% TritonX-100 was added and the plates shaken for 10 min at room temperature. The assay was carried out according to manufacturer's protocol.


Exemplary dsRNA sequences against hamster (Cricetulus griseus) Bak are disclosed herein as SEQ ID NOs:3152412-3152145, wherein the even numbered SEQ ID NOs (e.g., NO:3152412) represent the sense strand and the odd numbered SEQ ID NOs (e.g., NO:3152413) represent the complementary antisense strand; in embodiments described herein, the RNA effector molecule can comprise at least 16 contiguous nucleotides of these sequences.









TABLE 22







dsRNA against hamster Bak1











start
SEQ


SEQ


pos.
ID NO
sense (5′-3′)
antisense (5′-3′)
ID NO





 89

AGGAGGUCUUUCGAAGCUA
UAGCUUCGAAAGACCUCCU
2260032





 90

GGAGGUCUUUCGAAGCUAU
AUAGCUUCGAAAGACCUCC
2259864





 93

GGUCUUUCGAAGCUAUGUU
AACAUAGCUUCGAAAGACC
2259871





 95

UCUUUCGAAGCUAUGUUUU
AAAACAUAGCUUCGAAAGA






 99

UCGAAGCUAUGUUUUCCAU
AUGGAAAACAUAGCUUCGA
2259966





163

AACCCCGAGAUGGACAAUU
AAUUGUCCAUCUCGGGGUU






185

UCCUAGAACCCAACAGCAU
AUGCUGUUGGGUUCUAGGA






188

UAGAACCCAACAGCAUCUU
AAGAUGCUGUUGGGUUCUA






232

AUCAUUGGAGAUGACAUUA
UAAUGUCAUCUCCAAUGAU






241

GAUGACAUUAACCGGAGAU
AUCUCCGGUUAAUGUCAUC
2260016





262

GACACAGAGUUCCAGAAUU
AAUUCUGGAACUCUGUGUC






318

CGAACUCUUCACCAAGAUU
AAUCUUGGUGAAGAGUUCG
2259868





331

AAGAUUGCCUCCAGCCUAU
AUAGGCUGGAGGCAAUCUU
2259985





333

GAUUGCCUCCAGCCUAUUU
AAAUAGGCUGGAGGCAAUC
2259918





334

AUUGCCUCCAGCCUAUUUA
UAAAUAGGCUGGAGGCAAU
2259976





335

UUGCCUCCAGCCUAUUUAA
UUAAAUAGGCUGGAGGCAA
2259895





415

UAUGUCUACCAACGUGGUU
AACCACGUUGGUAGACAUA
2260083





476

UCAUACUGCACCAUUGCAU
AUGCAAUGGUGCAGUAUGA






546

CAGAGACCCAAUCCUGAUU
AAUCAGGAUUGGGUCUCUG






551

ACCCAAUCCUGAUUGUGAU
AUCACAAUCAGGAUUGGGU
2259907





561

GAUUGUGAUGACAAUUCUU
AAGAAUUGUCAUCACAAUC
2259857





599

AGUACGUGGUACACAGAUU
AAUCUGUGUACCACGUACU
2259943





607

GUACACAGAUUCUUCAGAU
AUCUGAAGAAUCUGUGUAC









Exemplary dsRNA sequences against hamster (Cricetulus griseus) Bax are disclosed herein as SEQ ID NOs:3152476-3152539, wherein the even numbered SEQ ID NOs (e.g., NO:3152476) represent the sense strand and the odd numbered SEQ ID NOs (e.g., NO:3152477) represent the complementary antisense strand; in embodiments described herein, the RNA effector molecule can comprise at least 16 contiguous nucleotides of these sequences.


Exemplary dsRNA sequences against hamster (Cricetulus griseus) LDH-A are disclosed herein as SEQ ID NOs:3152540-3152603, wherein the even numbered SEQ ID NOs (e.g., NO:3152540) represent the sense strand and the odd numbered SEQ ID NOs (e.g., NO:3152541) represent the complementary antisense strand; in embodiments described herein, the RNA effector molecule can comprise at least 16 contiguous nucleotides of these sequences.









TABLE 25







Sense and antisense exemplary dsRNA against hamster Bax, Bak, and LDH-A.













SEQ


SEQ
IC50


Target
ID NO
Sense (3′ to 5′)
AntiSense (5′ to 3′)
ID NO
(nM)










Bax Duplex












A7
3152794
CCGUCUACCAAGAAGUU
UCAACUUCUUGGUAGAC
3152795
0.38




GAdTdT
GGdTdT







B2
3152796
CAGCUGACAUGUUUGCU
UCAGCAAACAUGUCAGC
3152797
1.46




GAdTdT
UGdTdT







B4
3152798
GUUGUUGCCCUUUUCUA
AGUAGAAAAGGGCAAC
3152799
0.08




CUdTdT
AACdTdT







B11
3152800
GACAGUGACUAUCUUUG
CACAAAGAUAGUCACUG
3152801
0.22




UGdTdT
UCdTdT







C6
3152802
AGCUCUGAGCAGAUCAU
UCAUGAUCUGCUCAGAG
3152803
0.17




GAdTdT
CUdTdT









Bak Duplex












A2
3152804
GUCUUUCGAAGCUAUGU
AAACAUAGCUUCGAAA
3152805
0.07




UUdTdT
GACdTdT







A10
3152806
GCAGCUUGCUAUCAUUG
UCCAAUGAUAGCAAGCU
3152807
0.38




GAdTdT
GCdTdT







A11
3152808
GCUAUCAUUGGAGAUGA
UGUCAUCUCCAAUGAUA
3152809
0.14




CAdTdT
GCdTdT







B9
3152810
GCCUAUUUAAGAGCGGC
AUGCCGCUCUUAAAUAG
3152811
0.08




AUdTdT
GCdTdT







C7
3152812
CGUGGUACACAGAUUCU
GAAGAAUCUGUGUACC
3152813
0.04




UCdTdT
ACGdTdT












LDH Duplex












C10
3152814
CUACUUAAGGAAGAACA
UCUGUUCUUCCUUAAGU
3152815
0.06




GAdTdT
AGdTdT







D5
3152816
CAAGCUGGUCAUUGUCA
UGUGACAAUGACCAGCU
3152817
0.06




CAdTdT
UGdTdT







D7
3152818
UCAUCAUUCCCAACGUU
ACAACGUUGGGAAUGA
3152819
0.13




GUdTdT
UGAdTdT







E2
3152820
GAGUGGAGUGAAUGUAG
AGCUACAUUCACUCCAC
3152821
0.40




CUdTdT
UCdTdT







E4
3152822
ACAAGGAGCAGUGGAAU
UCAUUCCACUGCUCCUU
3152823
0.15




GAdTdT
GUdTdT









Example 2
Enhanced Production of Glucocerebrosidase in Human HT-1080 Cells

The production of human glucocerebrosidase is enhanced in human HT-1080 cells in which the glucocerebrosidase gene has been activated as described in U.S. Pat. No. 5,641,670 (Gene-Activated® GCB (GA-GCB)) by contacting the cells with one or more RNA effector molecules, wherein at least a portion of each RNA effector molecule is complementary to a target gene encoding a host cell mannosidase. The RNA effector molecules inhibits expression of target genes encoding class 1 processing and/or class 2 processing mannosidases, such as Golgi mannosidase IA, Golgi mannosidase IB, Golgi mannosidase IC, and/or Golgi mannosidase II. The coding strand sequences of various mannosidases have been disclosed. See, e.g., Bause, 217 Eur. J. Biochem. 535-40 (1993); Gonzalez et al., 274 J. Biol. Chem. 21375-86 (1999); Misago et al., 92 PNAS 11766-70 (1995); Tremblay et al., 8 Glycobio. 585-95 (1998); Tremblay et al., 275 J. Biol. Chem. 31655-60 (2000). RNA effector molecules targeting the mannosidases can be designed according to the rules of Watson and Crick base pairing and other considerations as disclosed herein, or otherwise known in the art.


Effect of RNA Effector Molecules on GA-GCB Glycoforms:


HT-1080 cells producing GA-GCB are plated and the Production Medium is adjusted to provide RNA effector molecule concentrations ranging from 0 (no drug) to 10 ng/mL. The medium is harvested and the cells are re-fed every 24 hr for 3 days. Samples from the third day are subjected to isoelectric focusing (IEF) analysis to assay the effect of the RNA effector molecules on the expressed glucocerebrosidase. The apparent isoelectric point (pI) of the protein increases in a concentration dependent manner with the concentration of the RNA effector molecules. The RNA effector molecule(s) showing the steepest increase in pI are identified as preferred RNA effector molecules for enhancing production of glucocerebrosidase.


Effect of RNA Effector Molecules on GA-GCB Production:


Ten roller bottles (surface area, 1700 cm2 each) are seeded in Growth Medium (DMEM with 10% calf serum) with HT-1080 cells producing GA-GCB. Following 2 weeks of growth, the medium is aspirated and 200 mL of fresh Production Medium (DMEM/F12, 0% calf serum) is added to three sets of roller bottles. Two sets of four roller bottles are treated with ˜1 μg/mL of the RNA effector molecules. The third group of two roller bottles receives no drug treatment. After about 24 hr, the medium from each roller bottle is harvested and pooled, and a sample is taken for GA-GCB enzymatic activity analysis. The enzyme activity analysis is performed as follows: test article is mixed with the enzyme substrate (4-methylumbelliferyl-β-D-glucopyranoside) and incubated for 1 hr at 37° C. The reaction is stopped by the addition of NaOH/Glycine buffer and fluorescence is quantified by the use of a fluorescence spectrophotometer. Specific activities are expressed as 2,500 Units/mg, where one unit is defined as the conversion of 1 μMole of substrate in 1 hr at 37° C. The entire procedure is repeated for 7 days. Stable production of GA-GCB is observed for all roller bottles throughout the seven daily harvests. Absolute levels of the enzyme, however, may vary according to RNA effector molecule treatment group.


Purification and Characterization of hmGCB:


HmGCB is purified from the culture medium of human fibroblasts grown in the presence of RNA effector molecules. The four N-linked glycans present on hmGCB are released by peptide N-glycosidase F and purified using a Sep-pak C18 cartridge. Oligosaccharides eluting in the 5% acetic acid fraction are permethylated using sodium hydroxide and methyl iodide, dissolved in methanol:water (80:20), and portions of the permethylated glycan mixture are analyzed by matrix-assisted laser desorption ionization time-of-flight mass spectroscopy (MALDI-TOF-MS). The sample is analyzed on a VOYAGER™ STR BIOSPECTROMETRY™ Research Station laser-desorption mass spectrometer (Applied Biosys.) coupled with Delayed Extraction using a matrix of 2,5-dihydroxybenzoic acid. A pattern of pseudomolecular ions is seen in the range m/z 1500-2500, indicating the presence of high-mannose glycans ranging from Man5GlcNAc2 to Man9GlcNAc2.


The most abundant high mannose glycans present are Man9GlcNAc2 and Man8GlcNAc2, with decreasing abundances of Man7GlcNAc2, Man6GlcNAc2, and Man5GlcNAc2. A trace amount of a fucosylated biantennary complex glycan containing two sialic acid residues is observed. An approximate indication of the relative abundancy of each glycan is obtained by measuring the peak heights. A more accurate assessment of the average chain length of the high mannose glycans is obtained by MALDI-TOF-MS analysis of the intact glycoprotein. A sharp peak is obtained at about m/z 62,483.1 due to the homogeneity of the glycan chains. The mass of the mature peptide calculated from the amino acid sequence is about 55,577.6, indicating the four N-linked glycan chains contribute 6905.5 to the total mass of hmGCB. From this number, it can be calculated that the average glycan length is 8.15 mannose residues.


Effect of RNA Effector Molecules on GA-GCB Uptake into Macrophages:


GA-GCB produced in HT-1080 cells is used in an in vitro assay to determine uptake efficiency in a mouse macrophage cell line. The specific objective of the experiment is to determine the absolute and mannose receptor-specific uptake of GA-GCB in mouse J774E cells. One day prior to assay, J774E cells are plated at 50,000 cells/cm2 in 12-well plates in Growth Medium. For the assay, 0.5 mL of Production Medium (DMEM/F12, 0% calf serum) containing 50 nM vitamin D3 (1, 2-5, Dihydroxy vitamin D3) is added to the cells. Unpurified GA-GCB is added to the test wells at a final concentration of 10 μg/mL in the presence or absence of 2 μg/mL mannan (a competitor for the mannose receptor).


The following forms of GA-GCB are used: GA-GCB from cells treated with a RNA effector molecule (1 μg/mL) and GA-GCB (1 μg/mL) from untreated cells. Control wells receive no GA-GCB. The wells are incubated for 4 hr at 37° C., and then are washed extensively in buffered saline, scraped into GA-GCB enzyme reaction buffer, passed through two freeze/thaw cycles, and clarified by centrifugation. The supernatant is then quantitatively tested for enzyme activity and total protein. Enzyme activity is determined as follows: sample is mixed with the enzyme substrate (4-methylumbelliferyl-β-D-glucopyranoside) and incubated for 1 hr at 37° C. The reaction is stopped by the addition of NaOH/Glycine buffer. Fluorescence is quantified by the use of a fluorescence spectrophotometer. Total protein is determined in freeze/thaw cell lysates by bicinchoninic acid (BCA). Activity is reported as units/mg total protein, where one Unit is defined as the conversion of 1 μMole of substrate in 1 hr at 37° C. Cells treated with a RNA effector molecule will receive the RNA effector molecule in the presence or absence of mannan (2 μg/mL). Internalization of GA-GCB into mouse J744E cells is reported as Units/mg of cell lysates.


The results demonstrate that uptake of GA-GCB from RNA effector molecule treated cells is about 7-fold to 14-fold over background and about 67%-73% inhabitable by mannan. In addition, they also demonstrate that uptake of GA-GCB from untreated cells is about 3-fold over background and 53% inhabitable by mannan. Thus, the inhibition of intracellular mannosidases by RNA effector molecules results in GA-GCB that can be transported into cells efficiently via the mannose receptor. Improvement in targeting of GA-GCB to cells via mannose receptors can therefore be optimized by production of GA-GCB in the presence of one or more RNA effector molecules.


Example 3
Growth Curves of Suspended CHO-S Cells Treated with Different siRNAs

Flasks were set up with approximately 400,000 cells/mL in 50 mL of total volume. First, 2.5 μL of 20 μM Invitrogen Stealth FITC-siRNA or 50 μL of 1 μM Bax siRNA and 50 μL of 1 μM Bak siRNA or 50 μL of 1 μM LDH siRNA were added to 3 different 14.3 mL volumes of CD CHO media (GIBCO). The solutions were gently mixed and then 85.5 μL of LIPOFECTAMINE™ RNAiMAX transfection reagent (Invitrogen) was added to each and the solutions gently mixed again. The solutions were allowed to incubate at room temperature for 15 min. After 15 min, 32.8 mL of warmed media was added to each solution. Finally, 2.9 mL of media with 7,000,000 cells/mL was added and the flasks put on a shaker plate set at 160 rpm in a 37° C. CO2 incubator. Each following day an aliquot was taken from the media to count cells and determine their viability in a Beckman-Coulter cell counter.


On days 2 and 4, additional siRNAs were added. To do this, 25 mL was removed from each flask and spun at ˜400×g for 5 minutes to pellet the cells. Then, 14.3 mL of the cell-free media was removed to a separate tube and siRNAs and LIPOFECTAMINE™ RNAiMAX reagent were added as above. The solutions were gently mixed and allowed to incubate at room temperature for 15 min. The solutions were added back to their respective cell pellet, mixed with a pipette to break up cell clumps and then introduced back to their original flasks.


Example 4
Inhibition of Bax, Bak and LDH Enhances Viability of Cells in Culture

Bax and Bak are members of the mitochondrial-regulating BCL-2 protein family that play pivotal pro-apoptotic (capable of inducing programmed cell death) roles. As described herein, potent siRNAs directed against Bax and Bak with IC50s in the low pico molar range were added at periodic intervals to CHO cells grown in a 1 L bioreactor. In addition, an siRNA directed against lactate dehydrogenase (LDH) was also included in the siRNA formulation. LDH catalyzes the conversion of pyruvate to lactate during times of anaerobic stress. Lactate is a major metabolic waste product produced in cells grown in culture and has been shown to inhibit both cell growth and metabolic pathways. Because the activation of the Bax/Bak and LDH pathways is thought to limit the growth potential of cells in culture, the effect of adding potent siRNAs directed against these genes to CHO cells grown in suspension under 1 L bioprocessing-like conditions was evaluated. When compared to CHO cells treated with a non-specific FITC-labeled siRNA, the Bax/Bak/LDH siRNA-treated cells grew to a cell density that was 90% greater than the control with a corresponding 2-fold decreased apoptotic death rate.


Materials and Methods:


Suspension-adapted CHO cells were obtained from Invitrogen and were grown (0.2×106 cells/mL seed density) in a 1 L disposable bioreactor (Sartorius, Bohemia, N.Y.) at 37° C. and 5.5% CO2 using DG44 chemically defined media (Invitrogen; #12610-010) with constant stirring at a rate suggested by the manufacturer. Starting on day-4 following seeding, the cell cultures were supplemented with 5% culture volume (30 mL) using CHO CD Efficient Feed media (Invitrogen; 10234, 10240). The cultures were then fed every 48 hr using the same feed media and volume.


Bax, Bak, and LDH siRNA sequences are provided in Table 26 and synthesized initially at small scale without modification (except for 3′ dTdT) by RLD small scale synthesis followed by medium scale synthesis. Control siRNA was purchased from Invitrogen (FITC-labeled oligo; #44-2926). Each siRNA was added to the 1 L bioreactor at a final concentration of 1 nM and formulated for transfection using Lipofectamine RNAiMax transfection reagent (Invitrogen). Bax, Bak, and LDH siRNAs were formulated together for a final combined siRNA concentration of 3 nM. The control siRNA formulation contained 6 mL DG44 media, 240 μL LIPOFECTAMINE™ RNAiMax reagent, and 30 μL FITC-labeled oligo (20 μM stock concentration). The experimental siRNA formulation contained 6 mL DG44 media, 240 μL LIPOFECTAMINE RNAiMax reagent, and 6 uL of each Bax, Bak, and LDH siRNA (100 μM stock concentrations). Both control and experimental siRNAs were incubated at room temperature for 15 min prior to addition to the culture media starting on day 0 and dosed again at similar concentrations every 48 hr for a total of six doses. Each day, 5 mL culture samples were removed, the cells counted and viability determined using Trypan blue dye (Sigma Aldrich) exclusion with a hemocytometer. All cell samples were taken before any further addition of siRNA or nutrient feeds. The remaining cells were aliquoted, spun down to form a cell pellet and frozen at −70° C. until needed for the following assays: qPCR, lactate, glucose, LDH, and caspase 3.









TABLE 26







Sense strand sequences of selected Chinese


hamster Bax, Bak and LDH siRNAs











SEQ




Target
ID NO:
IC50
Sequence 5′ to 3′





LDH C10
3152814
16 pM
CUACUUAAGGAAGAACAGAdTdT





Bak A2
3152804
70 pM
GUCUUUCGAAGCUAUGUUUdTdT


A-54123.1








Bax B4
3152798
80 pM
GUUGUUGCCCUUUUCUACUdTdT


A-54091.1









Results:


The addition of Bax/Bak/LDH siRNAs to CHO cell cultures improves viable cell density by approximately 2-fold (FIG. 6) when compared to a control transfection using a non-specific FITC-labeled siRNA. The control cell population reached a maximum cell density of ˜1.5×106 cells per mL on day 6; whereas, the Bax/Bak/LDH siRNA-treated cells achieved a maximum cell density of ˜1.8×106 cells per mL on day 7. The integral cell area (IGA) for the Bax/Bak/LDH-treated cells increased ˜90% over the control siRNA-treated cells (FIG. 6, inset).


Fifty percent viability of the control cells was observed on day 10 and on day 16 for the Bax/Bak/LDH-treated cells (FIG. 7). Both samples exhibited comparably high viability starting on day-0 until day-5. Cell viability started to decay below 90% starting on day 6 for the control-treated sample and on day 7 for the experimental. Cell death rates are directly proportional to the slope of the percent viability response curve. Sharper slopes indicate faster apoptotic death rates compared to shallower slopes. The rate of apoptotic cell death was 2.8-fold faster for the control compared to the Bax/Bak/LDH siRNA-treated culture (FIG. 7, inset).


These data strongly support the concept that soluble siRNAs when added to CHO cells grown in suspension in a 1 L bioreactor can have a positive effect on both cell density and viability when compared to a non-specific control siRNA.


Both lactate dehydrogenase enzyme activity and lactate levels are decreased in CHO cells following Bax/Bak/LDH siRNA treatment.


Lactate dehydrogenase enzyme activity was followed during the course of the cell growth curve (FIG. 8). Area under the curve (AUC) analysis indicated a 67% decrease in enzymatic activity in the Bax/Bak/LDH siRNA-treated cells compared to the control siRNA-treated cells. A corresponding decrease in lactate levels was observed (FIG. 9). The observed lactate level decrease in the Bax/Bak/LDH siRNA-treated culture as determined by AUC analysis was approximately 33%, about one-half that observed for the enzyme activity decrease, suggesting the LDH pyruvate to lactate conversion rate increased to compensate for decreased enzyme concentrations.


Glucose consumption in control siRNA-treated cells decreases following day 7 of the growth curve. Glucose was used as part of the culture feeding strategy and monitored throughout the growth curve. Prior to day 7, both the control and experimental cultures utilized glucose to the same extent (FIG. 10). After day 7, the Bax/Bak/LDH siRNA-treated cells continued to use glucose as they did prior to day 7 but the control cell population appeared to decrease their glucose consumption.


These data demonstrate that Bax/Bax/LDH siRNAs, when added to 1 L CHO bioprocessing cultures, promote glucose utilization post log phase growth compared to the control siRNA-treated culture that does not suggesting the control cells are dead or incapable of glucose metabolism.


Bax/Bak/LDH siRNAs when added to 1 L CHO bioprocessing cultures significantly decrease Caspase 3 activity compared to the control siRNA. Caspase 3 activation is the penultimate step that leads to DNA degradation in cells undergoing apoptotic death. Since both Bax and Bak proteins are upstream of this process, it is expected that a Bax/Bak knockdown would decrease Caspase 3 activity as well. A biphasic Caspase 3 activity response was observed (FIG. 11) for both the control and experimental conditions. During log phase growth, both the Bax/Bak/LDH-siRNA-treated and control siRNA-treated cell cultures had similar Caspase 3 levels. The reason for active Caspase 3 in non-apoptotic cells is uncertain; but during post log phase, the Bax/Bak/LDH siRNA-treated cell culture had markedly less Caspase 3 activity compared to the control cell population with no Caspase 3 activity observed on day 9 and <10% activity present the experimental cell population on day 12 compared to control


These data demonstrate the Bax/Bak/LDH siRNAs block the ability of Bax and Bak to activate mitochondrial-induced apoptosis, confirming the appropriate target pathway has been affected.


Bax/Bak/LDH siRNAs, when dosed multiple times over a 2-week time course, can maintain >80% mRNA knockdown. A recent publication has reported that both Bax and Bak mRNA should be comparably knocked down to maintain a maximum block of apoptosis (Lim et al., 8 Metabolic Eng. 509-22 (2006)), although another group suggested >80% mRNA knockdown was sufficient for LDH (Kim & Lee, 74 Appl. Microbiol. Biotech. 152-59 (2007)) to reduce LDH activity. Therefore, the aim of multiple siRNA doses was to keep the percent knockdown for all three genes to be >80%. Bax and LDH message knockdown through most of the time course was in fact >80% (FIG. 12). The Bak mRNA knockdown hovered above and below the 80% mark through the time course. This siRNA appeared to benefit most from the multiple doses as suggested by the zigzag response pattern that seems to correlate with each new dose. A zigzag effect is also observed with the other siRNAs, but not as dramatic as the Bak siRNA.


These data demonstrate that all three siRNAs used in this study maintained target mRNA knockdown throughout the two week time course. Even though the message knockdown IC50 for the Bak siRNA was similar to Bax (Table 26), the mRNA knockdown maintenance during the time course was not comparable. The reason for this is uncertain but suggests that other Bak siRNAs should be evaluated.


Summary:


Silencing RNAs, directed against the apoptotic regulators Bax and Bak, in combination with an siRNA directed against a key metabolic enzyme, lactate dehydrogenase, were evaluated for knockdown activity in Chinese Hamster Ovary cells during a two week time course using a 1 L bioreactor. The results presented herein clearly support the concept that silencing RNAs can be appropriately formulated for efficient uptake into CHO cells grown in suspension under bioprocessing-like conditions. Bax/Bak/LDH siRNAs when dosed multiple times over the two week time course maintained >80% mRNA knockdown which was sufficient to lower both Caspase 3 and LDH activities resulting in increased cell density and viability compared to a non-specific siRNA control. Furthermore, these data demonstrate that multiple siRNAs (at least three) can be added simultaneously with multiple doses in suspension cell cultures with each having its desired knockdown effect and that transfection reagents can be identified that are well tolerated by CHO cells with minimal effect on viability.


Example 5
Improved ADCC of Antibodies by Use of RNA Effectors

Many therapeutic antibodies, particularly anticancer therapeutic antibodies, require antibody-dependent cellular cytotoxicity (ADCC) for efficacy. In order to achieve high ADCC, it is believed that proper glycosylation of the antibody is necessary. For example, antibodies lacking the core fucose of the Fc oligosaccharides have been found to exhibit much higher ADCC in humans than their fucosylated counterparts. In addition, extensive a 2,6-sialation of N-linked oligosaccharides in antibodies is also thought to reduce ADCC.


Therefore, it is desirable to produce antibodies with substantially reduced amounts of fucosylation, as well as reduced a 2,6-sialation.


Fucosylation, particularly a 1,6-fucosylation of antibodies is achieved through a number of enzymatic steps, including:


(i) GDP-mannose 4,6 dehydratase (encoded by GMDS), catalyzing the conversion of GDP-mannose to GDP-4-keto-6-deoxymannose;


(ii) GDP-4-keto-6-deoxy-D-mannose epimerase reductase (encoded by TSTA3), which catalyzes the two step epimerase and the reductase reactions in GDP-D-mannose metabolism, converting GDP-4-keto-6-D-deoxymannose to GDP-L-fucose, GDP-L-fucose is the substrate of several fucosyltransferases; and


(iii) Fucosyltransferase 8 (alpha (1,6) fucosyltransferase) (encoded by FUT8), which catalyzes the transfer of fucose from GDP-fucose to N-linked type complex glycopeptides.


Cells which are deleted or deficient in the alpha 1,6, fucosyltransferases have been isolated, and are currently used to produce antibodies with reduced fucosylation. However, the cells have a slow doubling time, and require special conditions to grow. Furthermore, the cells are not available in many genetic backgrounds.


High sialation of antibodies has also been suggested to result in reduced ADCC. Sialation occurs through the action of sialyltransferases such as those described in Table 7.


Therefore, increased ADCC of antibodies is achieved by producing the antibody in host cells using the methods described herein. For example, host cells expressing antibodies are contacted with siRNAs directed against any one of:

    • FUT8: Antisense sequence containing at least 16 contiguous nucleotides from SEQ ID NOs:209841-210227; or siRNAs comprising at least one strand selected from SEQ ID NOs: 3152714-3152753, or those described in Tables 43 and 44;
    • GMDS: dsRNA comprising an antisense strand comprising at least 16 contiguous nucleotides (e.g., at least 17, at least 18, at least 19 nucleotides) of the oligonucleotide having a nucleotide sequence selected from the group consisting of SEQ ID NOs:1688202-1688519; and SEQ ID NOs: 3152754-3152793;
    • TSTA3: a dsRNA molecule targeting TSTA3 can comprise an antisense strand comprising at least 16 contiguous nucleotides (e.g., at least 17, at least 18, at least 19 nucleotides) of an oligonucleotide molecule selected from the group consisting of SEQ ID NOs:1839578-1839937.


Twelve separate cultures of CHO cells expressing a human anti-CD20 antibody are grown in culture flasks, initially seeded on day 1 at a density of ˜200,000 cells/ml, and on day 2 are given the following treatments:

    • Flask A: Transfection agent only;
    • Flask B: Transfection agent containing 1 nM (final concentration after addition) Luciferase dsRNA as negative control;
    • Flask C: 1 nM FUT8 dsRNA in transfection reagent;
    • Flask D: 1 nM TSTA3 dsRNA in transfection reagent;
    • Flask E: 1 nM GMDS dsRNA in transfection reagent;
    • Flask F: 1 nM TSTA3 dsRNA+1 nM FUT8 dsRNAs in transfection reagent;
    • Flask G: 1 nM GMDS dsRNA+1 nM FUT8 dsRNAs in transfection reagent;
    • Flask H: 1 nM TSTA3 dsRNA+1 nM GMDS dsRNAs in transfection reagent;
    • Flask I: 1 nM St6GalNac6 dsRNA+1 nM FUT8 dsRNAs in transfection reagent;
    • Flask J: 1 nM St6GalNac6 dsRNA+1 nM GMDS dsRNAs in transfection reagent;
    • Flask K: 1 nM St6GalNac6 dsRNA+1 nM TSTA3 dsRNAs in transfection reagent;
    • Flask L: 1 nM St6GalNac6 dsRNA+1 nM FUT8 dsRNAs+1 nM GMDS dsRNA in transfection reagent;


Cells are grown for an additional 4 days, and supernatant of each flask is collected. Antibodies are isolated from the supernatant using protein A-sepharose chromatography. The partially purified antibodies are characterized for overall yield (by ELISA using anti-human Ab), antigen binding (e.g., CD20 binding), and for ADCC (using, for example, the lactate dehydrogenase release assay). The oligosaccharide structure of the antibodies isolated from the different cells are characterized MALDI-TOF mass spectrometry in positive-ion mode.


Exemplary dsRNA sequences against hamster (Cricetulus griseus) fucosyltransferase (FUT8) are disclosed herein as SEQ ID NOs: 3152714-3152753, wherein the even numbered SEQ ID NOs (e.g., 3152714) represent the sense strand and the odd numbered SEQ ID NOs (e.g., 3152715) represent the complementary antisense strand; in embodiments described herein, the RNA effector molecule can comprise at least 16 contiguous nucleotides of these sequences.









TABLE 43







Screen of FUT8 siRNAs at 1 nM with 1 day


incubation on adherent DG44 cells













% mRNA


SEQ


knockdown


ID NO.
Name
antisense sequence
(1 nM)





3157117
AD-25348
AUGCCCGCAUUUUCAGAGUdTdT
94.8





 209866
AD-25349
UAAUCCAACGCCAGGAACCdTdT
96.6





3157118
AD-25350
AAAAGAAUGAGCAUAAUCCdTdT
93.0





3157119
AD-25351
AAAUGACCACCUAUAUAAAdTdT
28.9





3157120
AD-25352
AACCAAAUGACCACCUAUAdTdT
83.8





3157121
AD-25353
UAUCUCGAACCAAAUGACCdTdT
94.3





 209898
AD-25354
UUAUCUCGAACCAAAUGACdTdT
87.9





3157122
AD-25357
AACCAGAGCUCUUUAGCUCdTdT
93.2





3157123
AD-25358
AUCUGUCAUGAUAGACCUUdTdT
66.0





 210049
AD-25359
UUAUUCUCCGCUGGACCAGdTdT
80.3





3157124
AD-25360
AUGAGUGUUCGCUGGGUGCdTdT
72.7





3157125
AD-25361
UUACAGGUCUAAACACAGUdTdT
74.3





3157126
AD-25362
AACUGGAUGUUUGAAGCCAdTdT
84.3





3157127
AD-25363
UUGGAGUACUUUGUCUUUGdTdT
86.6





3157128
AD-25364
AAUUGGAGUACUUUGUCUUdTdT
77.3





3125129
AD-25365
UAAUUGGAGUACUUUGUCUdTdT
81.7





 209878
AD-25366
AUAAUUGGAGUACUUUGUCdTdT
77.9





 209904
AD-25367
AAGUGUAUAUCCAGGAUCAdTdT
81.7





3125130
AD-25355
UUGCAAGAAUCUUGGAGAGdTdT
92.0





 209885
AD-25356
AAAACACGGACUCUUCCUGdTdT
93.3
















TABLE 44







Dose-response of FUT8 siRNAs in DG44 cells









% mRNA knockdown













100 nM
10 nM
1 nM
100 pM
10 picom





AD-25348
97.4
93.7
83.0
47.6
24.6


AD-25349
99.2
97.4
87.0
74.3
22.8


AD-25353
96.5
97.0
89.9
57.2
67.2


AD-25357
94.0
91.5
55.1
51.9
14.9


AD-25356
96.1
95.6
92.7
75.0
26.7









Example 9
Target Genes Associated with Cell Viability

As discussed herein, a gene associated with host cell viability may be targeted to improve the yield of biomaterial products in cell-based bioprocessing. Example target genes include chicken (Gallus gallus): Bak, SEQ ID NOs:3154393-3154413 (sense) and


SEQ ID NOs:3154414-3154434 (antisense) are exemplary siRNAs; PTEN, SEQ ID NOs:3154493-3154522 (sense) and SEQ ID NOs:3154523-3154552 (antisense) are exemplary siRNAs; LDHA, SEQ ID NOs:3154553-3154578 (sense) and SEQ ID NOs:3154579-3154604 (antisense) are example siRNAs; and FN1 NOs:3154435-3154463 (sense)


NOs:3154464-3154492 (antisense) are example siRNAs and dog (Canis familiaris) Bak1, SEQ ID NOs:3154827-3154874 (sense) and SEQ ID NOs:3154875-3154922 (antisense) are example siRNAs; and Bax, SEQ ID NOs:3154923-3154970 (sense) and SEQ ID NOs:3154971-3155018 (antisense) are example siRNAs.


Example 10
Bioprocess in High Glucose Conditions

In general, inclusion of high concentrations of glucose (e.g., at least 15 mM) during growth of cells in bioprocessing results in the accumulation of lactic acid in the growth media which can be deleterious to cell growth. Lactic acid accumulation results in premature apoptosis. Since providing high levels of a carbon source such as glucose would be otherwise highly advantageous, a method of growing cells in high glucose without triggering lactic acid accumulation and subsequent apoptosis would be highly desirable.


In this example, a RNA effector molecule targeting pro-apoptotic genes are used to allow cells to grow at higher glucose concentrations of at least 10 mM (for example, at least 15 mM, at least 20 mM, at least 25 mM, at least 30 mM or more) in the growth medium without undergoing apoptosis.


On day 0, host cells capable of expressing the biological product are contacted with 1 nM each of RNA effectors targeting Bax and Bak (optionally also with 1 nM dsRNA targeting LDH) in growth medium containing normal levels (˜4-6 mM) of glucose. Approximately 24 hours afterwards, cells are switched to media containing 15 mM glucose. Subsequently, RNA effectors targeting Bax and Bak are further provided at 1 nM every 3-5 days. Protein production in these cells is compared with those from cells not transfected with RNA effector molecules (or transfected with an unspecific control RNA effector).


Other RNA effectors useful to permit growth in high glucose can include those targeting any pro-apoptotic genes, including those described in Table 14. Other examples include RNA effector molecules comprising an antisense strand comprising at least 16 contiguous nucleotides (e.g., at least 17, at least 18, at least 19 nucleotides) of an oligonucleotide nucleotide having a sequence selected from the group consisting of the following from Table 30:









TABLE 30







Caspase











SEQ


Avg



ID NO:
consL
Descrption
Coverage
siRNA SEQ ID NOs:














5854
1136
caspase 1
2.306
1964106-1964500


8056
612
caspase 2
1.166
2718675-2719039


5746
1157
caspase 3
11.813
1924836-1925195


7120
855
caspase 6
4.965
2408466-2408843


6798
926
caspase 7
0.436
2301618-2301960


8917
414
caspase 8
0.2
2995593-2995870


4250
1492
caspase 9
1.769
1412589-1412860


5608
1188
caspase 12
0.856
1875252-1875646









Example 11
Efficacy of siRNAs in PK15 cells and in DG44 cells

siRNA Screening in DG44 Cells:


siRNAs against CHO targets of interest are designed and synthesized. Sets of siRNAs (duplex) to be screened are added to cell media at between 100 pM and 10 nM for between 1 and 4 days for effect. In a 96 well plate, 29.5 μL of CD DG44 media (GIBCO™ Invitrogen) supplemented with 8 mM L-glutamine and 0.18% PLURONIC F68® is added to test wells and 47 μL to control wells. To this, 17.5 μL of siRNA at 10 times the final desired concentration in CD DG44 media is added to the test wells. To all wells, 3 μL of LIPOFECTAMINE® transfection reagent RNAiMAx (Invitrogen) diluted 1:10 in CD DG44 media is added. The mixture is allowed to incubate at room temperature for 15 min and then 125 μL of CD DG44 media containing approximately 20,000 DG44 cells is added to all wells. The plates are then placed in a 37° C. CO2 incubator for between 1 and 4 days.


After incubation, cells are visually inspected for toxicity and RNA extracted using a MagMax 96-well RNA extraction kit (Ambion, Life Technologies Corp., Carlsbad, Calif.) following the manufacturer's instructions. cDNA is made from the RNA using a High Capacity cDNA Reverse Transcription Kit (Applied Biosystems, Life Technologies Corp.) according to the manufacturer's instructions. Finally, qPCR is used to quantify an appropriate dilution of the target cDNA with a Roche Lightcycler 480 PCR instrument and Roche PCR Probes master mix. Relative knockdown of target genes was calculated using the ΔΔCt method using GAPDH as the internal standard. The % mRNA knockdown for target genes cofilin1, LDLR, GNE, SLC35A1, GALE, FUT8, GMDS, and XYLAT are shown elsewhere herein.


The most potent siRNAs are tested further in a range of concentrations. The method for this testing was the same as above except that a range of siRNA concentrations were tested simultaneously.


siRNA Screening in PK15 Cells:


siRNAs against PCV 1 targets of interest are designed and synthesized. Sets of siRNAs to be screened are added to cell media at 10 nM for 1 day for effect. In a 96-well plate, 29.5 μL of Minimum Essential Medium, Eagle's, with Earle's Balanced Salt (EMEM) media (ATCC) are added to test wells and 47 μL to control wells. To this, 17.5 μL of siRNA at 100 nM in CD DG44 media is added to the test wells. To all wells, 4 μL of LIPOFECTAMINE® RNAiMAx reagent (Invitrogen) diluted 1:10 in EMEM media is added. The mixture is allowed to incubate at room temperature for 15 min and then 125 μL of EMEM media containing approximately 20,000 PK15 cells is added to all wells. The plates were then placed in a 37° C. CO2 incubator for 1 day.


After incubation, cells are visually inspected for toxicity and then RNA is extracted using a MagMax 96-well RNA extraction kit (Ambion) following the manufacturer's instructions. cDNA was made from the RNA using a High Capacity cDNA Reverse Transcription Kit (Applied Biosystems) according to the manufacturer's instructions. Finally, qPCR is used to quantify an appropriate dilution of the target cDNA with a Roche Lightcycler 480 PCR instrument and Roche PCR Probes master mix. Relative knockdown of target genes is calculated using the ΔΔCt method using GAPDH as the internal standard.









TABLE 31







Screen of cofilin1 siRNAs in DG44 cells














% mRNA
% mRNA


SEQ


knockdown
knockdown


ID NO.
Name
antisense sequence
(1 nM)
(100 pM)














1914036
AD-30721
UUCAUUUACACACAGAACUdTdT
95.2
89.3





1914037
AD-30722
GAAUCAGAGGAUCAGAAGCdTdT
96.4
74.2





1914038
AD-30723
AAGAGCACUGCCUUCUUGCdTdT
76.7
42.6





1914039
AD-30724
UGUAAUUCGUGCUUGAUUCdTdT
96.8
82.2





1914040
AD-30725
UUAGAAGUUGGCAGCAUGGdTdT
87.5
66.3





1914041
AD-30726
UCCGCUUCAACCCAAGAGGdTdT
95.7
71.1





1914042
AD-30727
AAGGGGUGCACUCUCAGGGdTdT
92.6
60.5





1914043
AD-30728
UGUGGUUAGAAGUUGGCAGdTdT
88.8
70.0





1914044
AD-30729
UUCCGUUUAAGUAGGAGCCdTdT
17.4
16.5





1914045
AD-30730
GACACCAUCAGAGACAGCCdTdT
90.8
48.6





1914046
AD-30731
UAUUGUGGUUAGAAGUUGGdTdT
92.4
75.4





1914047
AD-30732
ACUUGGUCCGCUUCAACCCdTdT
91.8
75.2





1914048
AD-30733
AAAGGCUUGCCCUCCAGAGdTdT
40.2
9.0





1914050
AD-30734
CUUCCGUUUAAGUAGGAGCdTdT
−18.8
−5.6





1914051
AD-30735
AGCACAGUCACUAUUGUGGdTdT
93.8
71.2





1914052
AD-30736
UUGAACACUUUGAUGACACdTdT
88.2
73.9





1914053
AD-30737
UUUGCUUGUAAUUCGUGCUdTdT
91.6
76.1





1914054
AD-30738
UUGACAAAAGUGGUGUAGGdTdT
83.9
49.9





1914055
AD-30739
AUAGCGGCAGUCCUUGUCGdTdT
77.9
45.1





1914056
AD-30740
UAAAUUGAAGGUCCCUUACdTdT
94.3
84.5





1914057
AD-30741
UAUCAUUGAACACUUUGAUdTdT
83.9
51.6





1914058
AD-30742
UCGUAGAGAGCAUAGCGGCdTdT
77.3
14.8





1914060
AD-30743
UGACAAAAGUGGUGUAGGGdTdT
85.6
58.6





1914061
AD-30744
UGCAACACCCAUGAGCAGGdTdT
81.4
39.5
















TABLE 32







Dose-response of cofilin1 siRNAs in DG44 cells









% mRNA knockdown














10 nM
1 nM
100 pM
10 picom
1 picom
0.1 picom

















AD-30721
99.2
98.8
97.4
92.9
63.4
7.7


AD-30724
99.3
99.0
99.0
95.5
62.1
9.0


AD-30731
97.1
98.7
97.5
92.7
58.7
−3.1


AD-30737
99.3
99.4
98.8
87.7
36.3
−1.7


AD-30740
97.9
97.6
96.2
94.6
76.8
33.1
















TABLE 33







Screen of LDLR siRNAs in DG44 cells at 1 nM













% mRNA


SEQ


knockdown


ID NO:
Name
antisense sequence
(1 nM)













1522123
AD-29793
AAAUAUAUAAAACAGAGCCdTdT
57.7





1522125
AD-29794
AACAGUGCAAUCUAAGAGCdTdT
64.9





1522126
AD-29795
AUAUCUACACCAUUCAGGCdTdT
33.5





1522127
AD-29796
GAAUCAACCCAAUAGAGGCdTdT
40.8





1522128
AD-29797
CUUGCUUUGAGCAACACAGdTdT
26.9





1522129
AD-29798
ACCAAAUUAACAUCUGAGCdTdT
23.0





1522130
AD-29799
UCAUUUAUGACAUCCGUCCdTdT
71.7





1522131
AD-29800
UCAUCUUCCAAAAUGGUCUdTdT
71.3





1522132
AD-29801
ACUGGAAGCCGACUGAUCCdTdT
57.7





1522133
AD-29802
AGUGUGAUGCCAUUUGGCCdTdT
64.9





1522134
AD-29803
AAUUGUGGCAAUUCUAAGUdTdT
33.5





1522135
AD-29804
AAAAUGGUCUUCCGAUUGCdTdT
40.8





1522136
AD-29805
UCUUAUCUUGCUUUGAGCAdTdT
78.1





1522137
AD-29806
AGGGUGAUGGACAAGACCCdTdT
6.9





1522138
AD-29807
UGUUCAUGCCACAUCAUCCdTdT
67.5





1522139
AD-29808
UAAAUUGUGGCAAUUCUAAdTdT
3.2





1522140
AD-29809
AAAUUAACAUCUGAGCCUGdTdT
16.3





1522141
AD-29810
AAGGAGGAUGACCAGUGCGdTdT
23.0





1522142
AD-29811
UCUAAGAGCACAGAUGCAGdTdT
81.3





1522143
AD-29812
AAGAGAAGGUUCUCACAGCdTdT
48.0





1522145
AD-29813
UUGGAAUCAACCCAAUAGAdTdT
36.6





1522146
AD-29814
GUGAUCUCAGGCCUGAUGGdTdT
39.8





1522148
AD-29815
AAAGUGCGAAGAGAGAAUCdTdT
66.7
















TABLE 34







Dose response of LDLR siRNAs in DG44 cells









% mRNA knockdown














10 nM
1 nM
100 pM
10 picom
1 picom
0.1 picom

















AD-29799
91.9
91.3
83.0
43.5
17.6
−8.7


AD-29800
87.9
84.4
66.5
9.8
−10.3
−18.6


AD-29805
89.1
87.4
83.6
55.2
15.6
−11.4


AD-29807
95.8
93.2
83.1
45.3
4.4
−15.3


AD-29811
93.8
89.1
85.7
69.1
33.3
3.4
















TABLE 35







Screen of GNE siRNAs in DG44 cells at 1 nM













% mRNA


SEQ


knockdown 


ID NO.
Name
antisense sequence
(1 nM)













420095
AD-29121
UACUGACUCUACCAUGGCUdTdT
89.2





419972
AD-29122
UCCAUGAACAAUCAUGAUGdTdT
94.7





420052
AD-29123
AGUUUGUCAUAGGAAGGGCdTdT
85.7





419975
AD-29124
AGCAGUUUGUCAUAGGAAGdTdT
97.5





420033
AD-29125
AUCCGAAUGAUGCUCAUAUdTdT
80.0





420029
AD-29126
AGUGCAACAAUGUAAUCUUdTdT
38.4





420005
AD-29127
AAUGAGAUAAGUGCAUCCAdTdT
66.8





420224
AD-29128
ACAUGCUUGACUGCACGAAdTdT
28.3





420003
AD-29129
AAAUGGGACAUGCUUGACUdTdT
95.8





420090
AD-29130
AUAAACUGGUCAAAUGGGAdTdT
88.3





419965
AD-29131
UAUAAACUGGUCAAAUGGGdTdT
70.1





420219
AD-29132
AUCAUACAACCAGCAUGGGdTdT
51.7





420140
AD-29134
UUAUCUUGGGUGUCAGCAUdTdT
90.7





419984
AD-29135
UUUAUCUUGGGUGUCAGCAdTdT
91.9





420214
AD-29136
AGGUGGAGCGCUUGUAAUAdTdT
−55.8





419970
AD-29137
UUUACCGAACUGAAGGUGGdTdT
81.6





420077
AD-29138
UACUGUUUACCGAACUGAAdTdT
29.3





420096
AD-29139
UCUUAACUAUUUCACCCUUdTdT
45.3





420025
AD-29140
UUCUUAACUAUUUCACCCUdTdT
79.1





420098
AD-29141
UCUGCAGGAUUAAACUAAUdTdT
26.8





420186
AD-29142
AAAUGCCUACUCCCAGAAUdTdT
44.1





420121
AD-29143
UUGGCCAAACUUCCUUUCUdTdT
83.5





419964
AD-29144
UGUAAUGAGUGUCACAAAGdTdT
87.5





420243
AD-29145
UGCCUGUAAUGAGUGUCACdTdT
79.1





420011
AD-29146
AUAUUCUGGGCCUUCACGUdTdT
83.8





419974
AD-29147
UGUUCGUAGGAUAUUCUGGdTdT
79.6





420084
AD-29148
AGCUGUUCGUAGGAUAUUCdTdT
77.3





420143
AD-29149
ACGUCCUUGACAAUGUGGAdTdT
87.3





420275
AD-29150
AGGGUCAACCAAGUCUGAAdTdT
10.5





420017
AD-29151
UGAAGAAGUACUGAUCUAAdTdT
86.1





420297
AD-29133
UCUUCCUAUCUGGCGUGUUdTdT
74.5





420064
AD-29152
AGAUCCACCUUUAAUCUAGdTdT
−167.6
















TABLE 36







Dose-response of GNE siRNAs in DG44 cells









% mRNA knockdown














10 nM
1 nM
100 pM
10 picom
1 picom
0.1 pM

















AD-29122
95.5
93.6
75.9
28.8
47.7
17.9


AD-29124
94.4
89.6
63.3
7.3
−3.2
−13.3


AD-29129
97.7
90.7
87.0
36.9
−18.5
−20.2


AD-29134
94.6
89.3
66.1
−5.0
−43.4
−3.5


AD-29135
89.9
90.6
80.5
12.3
−4.6
−38.0
















TABLE 37







Screen of SLC35A1 siRNAs at 1 nM on DG44 cells


for 3 days













% mRNA


SEQ


knockdown


ID NO.
Name
antisense sequence
(1 nM)





1368055
AD-29063
AAGCUACGGUAUAAGCUGCdTdT
92.0





1367961
AD-29064
AAAGCUACGGUAUAAGCUGdTdT
83.6





1368040
AD-29065
UGUGUAUCUUAAAGCUACGdTdT
79.3





1367983
AD-29066
UUGUGUAUCUUAAAGCUACdTdT
90.5





1367981
AD-29067
ACUUUAUAACUUCUGUGACdTdT
94.4





1368010
AD-29068
AAUCUACCCAAACUUCCAGdTdT
99.5





1367999
AD-29069
UUAAAUCUACCCAAACUUCdTdT
99.5





1368000
AD-29070
AGAUGCCUUAAAUCUACCCdTdT
99.3





1368085
AD-29071
AAGAUGCCUUAAAUCUACCdTdT
97.9





1367995
AD-29072
ACUAAGAGCUAGGAAAGCCdTdT
99.5





1368045
AD-29073
AUACUAAGAGCUAGGAAAGdTdT
99.4





1368017
AD-29074
UAGGUAACCUGGUAUACUGdTdT
99.4





1368068
AD-29075
ACCCAUGUAAUUUGCUGAGdTdT
75.3





1367960
AD-29076
AUAGCUAUUGCACCAAAGCdTdT
99.6





1367978
AD-29077
AAUACAGCAAUAGCUAUUGdTdT
98.4





1368053
AD-29078
AUCCAGAGCACAAUACAGCdTdT
99.3





1367953
AD-29079
AAUAAACUCCUGCAAAUCCdTdT
97.9





1367957
AD-29080
AAGUGAAUGUUUCUCACCCdTdT
96.2





1368159
AD-29081
UAGUCGUUAUAGGAGUAUCdTdT
99.2





1368033
AD-29082
AGUUUAGUCGUUAUAGGAGdTdT
99.5





1367956
AD-29083
AUUAUUGACAGUUUAGUCGdTdT
99.1





1368012
AD-29084
UAUUAUUGACAGUUUAGUCdTdT
99.7





1367967
AD-29085
UGUUUAAGCUACCAUCUGGdTdT
98.1





1367977
AD-29086
UAUUGUUUAAGCUACCAUCdTdT
98.7





1368065
AD-29087
UGAUAUUGUUUAAGCUACCdTdT
98.0





1367973
AD-29088
UUGAUAUUGUUUAAGCUACdTdT
99.3





1368038
AD-29089
UUGAAUAUUGUAGUUUCACdTdT
98.3





1368089
AD-29090
ACUUGAACCUUCAGAUACCdTdT
98.0





1368077
AD-29091
UACCUGAACGAGAGAACAGdTdT
98.7





1368067
AD-29092
UCUCUUAUUCAUUCUUCACdTdT
98.6





1368039
AD-29093
UUACCCAGACAGAAGUCAGdTdT
99.1





1367952
AD-29094
AAGUAUAUCAGCUAACAGCdTdT
99.7





1367965
AD-29095
AGUUCACAAAUUGAGAGCCdTdT
98.6





1367963
AD-29096
AAGUUCACAAAUUGAGAGCdTdT
97.2
















TABLE 38







Dose-response of SLC35A1 siRNAs in DG44 cells









% mRNA knockdown














10 nM
1 nM
100 pM
10 picom
1 picom
0.1 pM

















AD-29068
99.7
99.3
95.3
51.8
34.9
39.5


AD-29069
94.8
94.1
88.8
56.9
59.8
60.1


AD-29076
99.9
99.4
96.1
76.7
55.8
30.2


AD-29084
99.9
99.7
99.0
95.4
54.9
1.6


AD-29094
99.8
99.6
99.5
97.4
54.1
−9.1
















TABLE 39







Screen of SLC35A2 siRNAs at 1 nM on DG44


cells for 3 days













% mRNA


SEQ ID


knockdown


NO.
Name
antisense sequence
(1 nM)





464723
AD-29097
UAUCGGAUGCUAAGGAUGAdTdT
86.9





464762
AD-29098
AUAUCGGAUGCUAAGGAUGdTdT
89.9





464953
AD-29099
UACGAGCAUAUCGGAUGCUdTdT
80.2





464679
AD-29100
AAAUAAUGGGUCCAGGUGAdTdT
90.8





464814
AD-29101
UUAUGGCUUUGACUGCACUdTdT
92.9





464729
AD-29102
UAUCCCUCUAGAAGUGUGGdTdT
92.2





464852
AD-29103
AUAUCCCUCUAGAAGUGUGdTdT
87.8





464750
AD-29104
UUCCCAAAGAGGUUAGCCUdTdT
81.4





464833
AD-29105
AUUAGUCGUUACUGAAGAAdTdT
75.6





464844
AD-29106
UUACAACAGGCCGAUCUUCdTdT
83.0





464676
AD-29107
AAGUAAAUGGUGCUUAUUGdTdT
88.3





464859
AD-29108
AUCACAAAUGCCCGACAUAdTdT
85.4





464748
AD-29109
UAUCACAAAUGCCCGACAUdTdT
92.4





464820
AD-29110
AUAUCACAAAUGCCCGACAdTdT
90.4





464675
AD-29111
AACCUGAUAUCACAAAUGCdTdT
92.2





464701
AD-29112
AAUUCUGACACCGCCAUGAdTdT
49.8





464847
AD-29113
AUCAAUUCUGACACCGCCAdTdT
83.4





464702
AD-29114
UAAGGAGUUAGUAAGCUUUdTdT
86.4





464778
AD-29115
UACAGUUAAGGAGUUAGUAdTdT
79.5





464881
AD-29116
AUACAGUUAAGGAGUUAGUdTdT
90.1





464961
AD-29117
AUCCUGACAUAUGUUCAUUdTdT
66.0





464804
AD-29118
UAUCCUGACAUAUGUUCAUdTdT
83.7





464726
AD-29119
UUGGCAUUGGGUAUCCUGAdTdT
83.2





464799
AD-29120
UUAUUUGGCAUUGGGUAUCdTdT
89.2
















TABLE 40







Dose-response of SLC35A2 siRNAs in DG44 cells









% mRNA knockdown














10 nM
1 nM
100 pM
10 picom
1 picom
0.1 pM

















AD-29101
66.4
60.3
16.4
24.1
−0.1
19.5


AD-29102
92.6
87.4
81.8
−4.3
66.5
53.3


AD-29109
85.7
84.2
79.5
37.5
−2.2
−31.6


AD-29110
74.4
84.4
77.3
−20.3
−63.2
−51.2


AD-29111
97.3
86.1
80.9
27.2
−15.8
−2.9
















TABLE 41







Screen of GALE siRNAs at 1 nM with 3 days


incubation on adherant DG44 cells













% mRNA


SEQ ID


knockdown


NO.
Name
antisense sequence
(1 nM)





1888656
AD-28691
UCUAUAAUAAUCCAGAGGCdTdT
92.1





1888657
AD-28692
AACACGAGAUUCUUCACCCdTdT
88.8





1888660
AD-28693
AAAGCUGUGCUUCUUAAAGdTdT
70.3





1888659
AD-28694
AUUGAAGUAGCGUAGCAGCdTdT
87.4





1888663
AD-28695
UGUAUCAUAGUCACCACCAdTdT
92.6





1888662
AD-28696
UCCACGAAUGGCAUUAUGGdTdT
86.4





1888665
AD-28697
ACCACAUGAAUGUAAUCCCdTdT
90.1





1888674
AD-28698
AACUCUAUAAUAAUCCAGAdTdT
66.3





1888673
AD-28699
ACUUGGACUUUCCAUAGGGdTdT
78.1





1888689
AD-28700
UAUGGGAUCUUCUUCCCUGdTdT
73.7





1888690
AD-28701
UAUAAUAAUCCAGAGGCUUdTdT
89.3





1888698
AD-28702
UCCUCUGUAUCAUAGUCACdTdT
90.5





1888695
AD-28703
AUGAAUGUAAUCCCUUACAdTdT
86.5





1888703
AD-28704
UGUAAUCCCUUACACCUGUdTdT
89.8





1888702
AD-28705
AGAACUUGGACUUUCCAUAdTdT
93.3





1888706
AD-28706
AACCACAUUGCUCCUUCAGdTdT
65.7





1888707
AD-28707
AUAAUAAUCCAGAGGCUUCdTdT
73.0





1888705
AD-28708
ACAGCCUUAAAGCUGUGCUdTdT
73.7





1888719
AD-28709
UAAUCCCUUACACCUGUGCdTdT
91.3





1888708
AD-28710
UUCGUAAGGAGGUCUUUAGdTdT
95.2





1888701
AD-28711
UCGUAAGGAGGUCUUUAGGdTdT
94.0





1888710
AD-28712
UCUUAAAGAGGUGCUGUAGdTdT
91.3





1888716
AD-28713
UAAGGAGGUCUUUAGGCCUdTdT
82.4





1888738
AD-28714
UCCCUGUUAGGUUAACUCUdTdT
92.2





1888735
AD-28715
UUUUGGUCCUUCGUAAGGAdTdT
89.7





1888723
AD-28716
UUGAAGUAGCGUAGCAGCAdTdT
66.8





1888769
AD-28717
UAAAGCUGUGCUUCUUAAAdTdT
25.5





1888781
AD-28718
UGAACACGAGAUUCUUCACdTdT
93.6





1888774
AD-28719
AAGUGGAUGACAGCCUUAAdTdT
60.9
















TABLE 42







Dose-response of GALE siRNAs in DG44 cells









% mRNA knockdown













10 nM
1 nM
100 pM
10 picoM
1 picoM















AD-28695
99.1
97.8
92.1
75.5
32.8


AD-28705
96.4
94.9
94.2
76.7
45.4


AD-28710
97.1
97.8
94.9
88.3
42.3


AD-28711
98.7
97.8
95.2
75.6
24.9


AD-28718
98.6
98.3
93.6
61.4
3.6
















TABLE 45







Screen of GMDS siRNAs at 10 nM with 1 day


incubation on adherent DG44 cells













% mRNA


SEQ


knockdown


ID NO.
Name
antisense sequence
(10 nM)





1688259
AD-25328
UUCGACCUGUAUUAAAUGAdTdT
93.1





1688271
AD-25329
AAUUCGACCUGUAUUAAAUdTdT
93.9





1688246
AD-25331
UAUAAAUGUUCAAUUCGACdTdT
91.3





3157131
AD-25332
UUCAUGUUUCCUUCAAUAUdTdT
78.9





1688245
AD-25333
AGUGCAACUUCAUGUUUCCdTdT
89.8





3157132
AD-25334
UCCAAGGUAAAUCUUAGCUdTdT
90.6





3157133
AD-25338
AUAGUCCUUGGCAUGGCCCdTdT
87.9





3157134
AD-25340
UUCCUUCCCACACAAUGGUdTdT
89.9





3157135
AD-25342
UUGCCGGUCUCUUUACAUCdTdT
85.1





1688220
AD-25344
AAGUAAAAUGAGUAUGUGAdTdT
92.7





1688283
AD-25345
UAGUGACAUAAUUUCAAGUdTdT
92.7





3157136
AD-25346
UUGUCUAGUGACAUAAUUUdTdT
87.1





3157137
AD-25347
AAAAACAAUCUCAAGACUCdTdT
91.2





1688483
AD-25330
AUGUUCAAUUCGACCUGUAdTdT
81.4





3157138
AD-25335
UGUCCAAGGUAAAUCUUAGdTdT
77.3





3157139
AD-25336
UUGUCCAAGGUAAAUCUUAdTdT
83.3





3157140
AD-25337
UUGGCAUGGCCCCAGUCUCdTdT
63.0





1688295
AD-25339
UUCCCCAGUAGCUAUGACAdTdT
80.8





1688307
AD-25341
UCUCUUUACAUCUGCCCACdTdT
90.8





1688317
AD-25343
AAAGGCAACGCGGGGCUUCdTdT
80.9
















TABLE 46







Dose-response of GMDS siRNAs in DG44 cells









% mRNA knockdown













100 nM
10 nM
1 nM
100 pM
10 picom















AD-25328
94.9
89.4
75.9
49.5
−3.3


AD-25329
92.1
89.1
80.1
49.9
12.6


AD-25331
94.2
88.9
87.6
73.8
27.5


AD-25344
96.4
91.2
85.8
63.8
21.4


AD-25345
92.9
86.3
78.0
45.1
26.7
















TABLE 47







Screen of XYLT2 siRNAs at 100 pM with 4 days


incubation on adherant DG44 cells













% mRNA


SEQ ID


knockdown


NO.
Name
antisense sequence
(10 nM)













1554777
AD-28123
AUUAGCAGUAAGUAGUGAGdTdT
50.5





1554779
AD-28124
AAGUAGUGAGCACUACACCdTdT
−18.5





3157141
AD-28125
UUUCCUGAGAGGUAGUUUGdTdT
84.1





1554785
AD-28126
UCUUAGGUCUGCUUGGAGCdTdT
65.3





3157142
AD-28127
UCAGUGUCCUCAUCUACCGdTdT
52.9





3157143
AD-28128
AGGUUGGAUCAAUAGGGCCdTdT
−77.2





3157144
AD-28129
AGAACUGAAGCAAUCGAACdTdT
76.1





3157145
AD-28130
UGCGGUUGAAGGUCAAUGGdTdT
43.0





1554792
AD-28131
AGACAAAACCUCUCCAGAGdTdT
34.5





1554793
AD-28132
ACUUCUUAGGUCUGCUUGGdTdT
62.6





1554795
AD-28133
UGUCAUAUGAUGUGGCCACdTdT
1.7





1554806
AD-28134
ACCGUGAUGUCAUAUGAUGdTdT
67.5





1554808
AD-28135
AAAGAAGGUGGGUCUGGAGdTdT
62.9





1554809
AD-28136
UCUACCGUGAUGUCAUAUGdTdT
72.2





1554815
AD-28137
UAGGUUGGAUCAAUAGGGCdTdT
−109.9





1554821
AD-28138
ACGAUGUGUUUGUACUGGCdTdT
70.0





3157146
AD-28139
AGCAGUAAGUAGUGAGCACdTdT
72.4





3157147
AD-28140
UACGGUUCCAGUUGGUGACdTdT
81.1





1554825
AD-28141
ACAAGGAAGCGAAUCUCGCdTdT
76.0





3157148
AD-28142
AGCACGAACCAGUCAGAACdTdT
61.6





1554838
AD-28143
AUGUAUUCAUUGUGGGGUGdTdT
39.3





1554860
AD-28144
ACAGCCCACUUCUUAGGUCdTdT
54.0





1554886
AD-28145
UGACACGCAAGUUGUUGUCdTdT
2.4
















TABLE 48







Dose-response of XYLT2 siRNAs in DG44 cells









% mRNA knockdown













10 nM
1 nM
100 pM
10 picom
1 picom















AD-28125
89.0
91.3
77.2
42.0
29.3


AD-28129
93.3
88.1
81.6
50.9
24.5


AD-28139
92.0
92.6
68.5
34.7
15.9


AD-28140
96.0
96.4
75.7
53.7
13.8


AD-28141
94.9
92.5
81.6
60.8
34.7
















TABLE 49







siRNAs against PCV1 Rep screened at 10 nM overnight in


PCV1 infected PK15 cells










SEQ


% mRNA knockdown


ID NO:
Name
antisense sequence
(10 nM)













3290845
AD-36165.2
AAcACCcACCUCUuAUGGGdTsdT
−3.5





3290846
AD-36171.2
uAAGGGUGAAcACCcACCUdTsdT
11.4





3290847
AD-36177.2
UuAAGGGUGAAcACCcACCdTsdT
17.6





3290848
AD-36183.2
AUuAAGGGUGAAcACCcACdTsdT
23.4





3290849
AD-36189.2
uAUuAAGGGUGAAcACCcAdTsdT
−35.7





3290850
AD-36195.2
UuAUuAAGGGUGAAcACCCdTsdT
3.4





3290851
AD-36201.2
AAGCUCCCGuAUUUUGUUUdTsdT
−5.7





3290852
AD-36207.2
AAGGGAGAUUGGAAGCUCCdTsdT
−17.3





3290853
AD-36166.2
UUCCUCUCCGcAAAcAAAAdTsdT
29.3





3290854
AD-36172.2
AAACCUUCCUCUCCGcAAAdTsdT
63.0





3290855
AD-36178.2
UUCcAAACCUUCCUCUCCGdTsdT
49.8





3290856
AD-36184.2
uACCCUCUUCcAAACCUUCdTsdT
−36.1





3290857
AD-36190.2
UUCuACCCUCUUCcAAACCdTsdT
−11.3





3290858
AD-36196.2
AAUUCGcAAACCCCUGGAGdTsdT
22.6





3290859
AD-36202.2
AAAUUCGcAAACCCCUGGAdTsdT
28.3





3290860
AD-36208.2
uAGcAAAAUUCGcAAACCCdTsdT
48.2





3290861
AD-36167.2
UUCUuAGcAAAAUUCGcAAdTsdT
16.5





3290862
AD-36173.2
AAGUCUGCUUCUuAGcAAAdTsdT
63.5





3290863
AD-36179.2
AAAGUCUGCUUCUuAGcAAdTsdT
42.0





3290864
AD-36185.2
AAAAGUCUGCUUCUuAGcAdTsdT
57.8





3290865
AD-36191.2
uAAAAGUCUGCUUCUuAGCdTsdT
61.2





3290866
AD-36197.2
UuAAAAGUCUGCUUCUuAGdTsdT
55.4





3290867
AD-36203.2
UUcACCUUGUuAAAAGUCUdTsdT
64.8





3290868
AD-36209.2
uACcACUUcACCUUGUuAAdTsdT
66.2





3290869
AD-36168.2
AuACcACUUcACCUUGUuAdTsdT
21.8





3290870
AD-36174.2
AAuACcACUUcACCUUGUUdTsdT
30.3





3290871
AD-36180.2
AAAuACcACUUcACCUUGUdTsdT
48.9





3290872
AD-36186.2
UUCGCUUUCUCGAUGUGGCdTsdT
51.0





3290873
AD-36192.2
UUCCUUUCGCUUUCUCGAUdTsdT
53.3





3290874
AD-36198.2
UuAUUCUGCUGGUCGGUUCdTsdT
17.1





3290875
AD-36204.2
UUCUUuAUUCUGCUGGUCGdTsdT
13.2





3290876
AD-36210.2
uACUGcAGuAUUCUUuAUUdTsdT
61.8





3290877
AD-36169.2
UuACUGcAGuAUUCUUuAUdTsdT
35.4





3290878
AD-36175.2
UUuACUGcAGuAUUCUUuAdTsdT
0.3





3290879
AD-36181.2
AUGUGGCCUUCUUuACUGCdTsdT
−20.2





3290880
AD-36187.2
uAUGUGGCCUUCUUuACUGdTsdT
18.2





3290881
AD-36193.2
AAGuAUGUGGCCUUCUUuAdTsdT
−218.2





3290882
AD-36199.2
uAAGuAUGUGGCCUUCUUUdTsdT
47.1





3290883
AD-36205.2
AuAAGuAUGUGGCCUUCUUdTsdT
41.0





3290884
AD-36211.2
uACUcAcAGcAGuAGAcAGdTsdT
−30.6





3290885
AD-36170.2
AAAGGGuACUcAcAGcAGUdTsdT
23.7





3290886
AD-36176.2
AAAAGGGuACUcAcAGcAGdTsdT
27.6





3290887
AD-36182.2
AACUGCUCGGCuAcAGUcAdTsdT
31.7





3290888
AD-36188.2
uACGUuAcAGGGAACUGCUdTsdT
40.3





3290889
AD-36194.2
UUCUcAcAuACGUuAcAGGdTsdT
53.3





3290890
AD-36200.2
AAUUUCUcAcAuACGUuACdTsdT
58.2





3290891
AD-36206.2
AAAUUUCUcAcAuACGUuAdTsdT
63.5





3290892
AD-36212.2
UUCCCGCUcACUUUcAAAAdTsdT
58.5





3290893
AD-36213.1
AUCUUCCCGCUcACUUUcAdTsdT
−100.7





3290894
AD-36219.1
AUcACGCUGCUGcAUCUUCdTsdT
16.5





3290895
AD-36225.1
uAcAGCUGUCUUCcAAUcAdTsdT
36.7





3290896
AD-36231.1
AAAAUuACGGGCCcACUGGdTsdT
20.2





3290897
AD-36237.1
uAGGCUcAGcAAAAUuACGdTsdT
24.0





3290898
AD-36243.1
UUCcAGuAGGUGUCGCuAGdTsdT
41.0





3290899
AD-36249.1
UUCuACuAGGCUUCcAGuAdTsdT
64.0





3290900
AD-36255.1
UUUCuACuAGGCUUCcAGUdTsdT
63.7





3290901
AD-36214.1
AUUUCuACuAGGCUUCcAGdTsdT
43.4





3290902
AD-36220.1
AUCCcACcACUuAUUUCuAdTsdT
11.7





3290903
AD-36226.1
AUCcAUCCcACcACUuAUUdTsdT
18.5





3290904
AD-36232.1
uAUCcAUCCcACcACUuAUdTsdT
24.5





3290905
AD-36238.1
AuAUCcAUCCcACcACUuAdTsdT
40.1





3290906
AD-36244.1
AUGAuAUCcAUCCcACcACdTsdT
29.3





3290907
AD-36250.2
UUCUCcAUGAuAUCcAUCCdTsdT
50.7





3290908
AD-36256.1
UUCUUCUCcAUGAuAUCcAdTsdT
22.1





3290909
AD-36215.1
AACUUCUUCUCcAUGAuAUdTsdT
27.3





3290910
AD-36221.1
AAcAACUUCUUCUCcAUGAdTsdT
46.0





3290911
AD-36227.2
AAcAAcAACUUCUUCUCcAdTsdT
52.4





3290912
AD-36233.1
AAAcAAcAACUUCUUCUCCdTsdT
55.1





3290913
AD-36239.2
AAAAcAAcAACUUCUUCUCdTsdT
46.6





3290914
AD-36245.1
AUCcAAAAcAAcAACUUCUdTsdT
56.9





3290915
AD-36251.2
AUcAUCcAAAAcAAcAACUdTsdT
25.8





3290916
AD-36257.1
AAUcAUCcAAAAcAAcAACdTsdT
76.0





3290917
AD-36222.1
AAGGuAACcAGCcAuAAAAdTsdT
53.0





3290918
AD-36228.2
AUCCcAAGGuAACcAGCcAdTsdT
−5.0





3290919
AD-36234.2
AUcAUCCcAAGGuAACcAGdTsdT
30.3





3290920
AD-36240.1
AuACCGGUcAcAcAGUCUCdTsdT
16.8





3290921
AD-36246.1
AUGGAuACCGGUcAcAcAGdTsdT
39.5





3290922
AD-36252.1
AAUGGAuACCGGUcAcAcAdTsdT
29.0





3290923
AD-36258.1
uAcAGUcAAUGGAuACCGGdTsdT
14.4





3290924
AD-36217.1
uAGUCUCuAcAGUcAAUGGdTsdT
−5.7





3290925
AD-36223.1
UUGCUGGuAAUcAAAAuACdTsdT
33.3





3290926
AD-36229.1
AUUGCUGGuAAUcAAAAuAdTsdT
38.2





3290927
AD-36235.1
UUGAGGAGuACcAUUCCUGdTsdT
18.5





3290928
AD-36241.1
uAGAGAGCUUCuAcAGCUGdTsdT
16.5





3290929
AD-36247.2
AuAGAGAGCUUCuAcAGCUdTsdT
58.5





3290930
AD-36253.1
AAGuAGuAAUCCUCCGAuAdTsdT
−20.6





3290931
AD-36259.1
AAAGuAGuAAUCCUCCGAUdTsdT
10.2





3290932
AD-36218.1
UUGcAAAGuAGuAAUCCUCdTsdT
22.1





3290933
AD-36224.2
AUUGcAAAGuAGuAAUCCUdTsdT
36.3





3290934
AD-36230.2
UUCcAAAAUUGcAAAGuAGdTsdT
−16.0





3290935
AD-36236.1
UUCUCcAGcAGUCUUCcAAdTsdT
−1.0





3290936
AD-36242.1
AUUGUUCUCcAGcAGUCUUdTsdT
22.3





3290937
AD-36248.1
uACCUCCGUGGAUUGUUCUdTsdT
14.5





3290938
AD-36254.1
UUcAAAUCGGCCUUCGGGUdTsdT
58.1





3290939
AD-36260.1
UUuAuAUGGGAAAAGGGcAdTsdT
27.4
















TABLE 50







siRNAs against PCV1 Cap screened at 10 nM


overnight in PCV1 infected PK15 cells










SEQ


% mRNA


ID


knockdown


NO.
Name
antisense sequence
(10 nM)














AD-35779.1
AUGUUUCcAAGAUGGCUGCdTsdT
8.2






AD-35785.1
UUCUCCGGAGGAUGUUUCCdTsdT
61.9






AD-35791.1
uAUGGUCUUCUCCGGAGGAdTsdT
−1.8






AD-35797.1
AuAUGGUCUUCUCCGGAGGdTsdT
43.5






AD-35803.1
AAuAUGGUCUUCUCCGGAGdTsdT
52.8






AD-35809.1
AAAuAUGGUCUUCUCCGGAdTsdT
27.0






AD-35815.1
uAACGGUUUCUGAAGGCGGdTsdT
1.6






AD-35821.1
AUCUGuAACGGUUUCUGAAdTsdT
−226.3






AD-35780.1
AAGAuACCCGUCUUUCGGCdTsdT
5.6






AD-35786.1
UUGAAGAuACCCGUCUUUCdTsdT
42.3






AD-35792.1
AUUGAAGAuACCCGUCUUUdTsdT
−15.4






AD-35798.1
AAUUGAAGAuACCCGUCUUdTsdT
6.3






AD-35810.1
UUCUCuAGAAAGGCGGGAAdTsdT
−761.2






AD-35816.1
AAUUCUCuAGAAAGGCGGGdTsdT
52.5






AD-35822.1
AAAUUCUCuAGAAAGGCGGdTsdT
66.4






AD-35781.1
uAcAAAUUCUCuAGAAAGGdTsdT
36.0






AD-35787.1
AUGGUGAGuAcAAAUUCUCdTsdT
43.9






AD-35793.1
uAUGGUGAGuAcAAAUUCUdTsdT
−15.4






AD-35799.1
UUCcAAGAUGGCUGCGAGUdTsdT
13.2






AD-35805.1
AUUCcAAGAUGGCUGCGAGdTsdT
15.0






AD-35811.1
AAcAUUCcAAGAUGGCUGCdTsdT
−16.2






AD-35817.1
uAAcAUUCcAAGAUGGCUGdTsdT
12.0






AD-35823.1
UuAAcAUUCcAAGAUGGCUdTsdT
−135.6






AD-35782.1
uAUUGGAAAGGuAGGGGuAdTsdT
30.4






AD-35788.1
AuACGGuAGuAUUGGAAAGdTsdT
41.9






AD-35794.1
AAuACGGuAGuAUUGGAAAdTsdT
19.5






AD-35800.1
uAAuACGGuAGuAUUGGAAdTsdT
22.8






AD-35806.1
UUCuAAuACGGuAGuAUUGdTsdT
−9.9






AD-35812.1
UUUCuAAuACGGuAGuAUUdTsdT
49.4






AD-35818.1
uAGCCUUUCuAAuACGGuAdTsdT
29.5






AD-35824.1
UuAGCCUUUCuAAuACGGUdTsdT
38.2






AD-35783.1
UUuAGCCUUUCuAAuACGGdTsdT
52.8






AD-35789.1
AUUuAGCCUUUCuAAuACGdTsdT
63.7






AD-35795.1
uAUUuAGCCUUUCuAAuACdTsdT
30.4






AD-35801.1
UUcAuAUUuAGCCUUUCuAdTsdT
52.8






AD-35807.1
AUUcAuAUUuAGCCUUUCUdTsdT
−35.3






AD-35813.1
AAUUcAuAUUuAGCCUUUCdTsdT
30.9






AD-35819.1
UUGAUuAGAGGUGAUGGGGdTsdT
−17.0






AD-35825.1
UUUGAUuAGAGGUGAUGGGdTsdT
54.7






AD-35784.1
AAcACCUCUUUGAUuAGAGdTsdT
40.3






AD-35790.1
AAcAGUGGACCcAAcACCUdTsdT
20.7






AD-35796.1
AAcAAcAGUGGACCcAAcAdTsdT
27.5






AD-35802.1
uAAcAAcAGUGGACCcAACdTsdT
6.3






AD-35808.1
AuAAcAAcAGUGGACCcAAdTsdT
−71.3






AD-35814.1
AAGAuAAcAAcAGUGGACCdTsdT
9.5






AD-35820.1
AUCcAAGAuAAcAAcAGUGdTsdT
24.9






AD-35826.1
UUGGcAUCcAAGAuAAcAAdTsdT
7.6






AD-35833.1
AAAGUUGGcAUCcAAGAuAdTsdT
46.2






AD-35839.1
uAcAAAGUUGGcAUCcAAGdTsdT
37.3






AD-35845.1
UuAcAAAGUUGGcAUCcAAdTsdT
−31.6






AD-35851.1
uAGGGGUcAuAGGCcAAGUdTsdT
−29.8






AD-35857.1
uAuAGGGGUcAuAGGCcAAdTsdT
10.1






AD-35863.1
AuAuAGGGGUcAuAGGCcAdTsdT
35.5






AD-35869.1
AAuAuAGGGGUcAuAGGCCdTsdT
54.1






AD-35828.1
uAAuAuAGGGGUcAuAGGCdTsdT
36.0






AD-35834.1
UuAAuAuAGGGGUcAuAGGdTsdT
28.0






AD-35840.1
AAAGGGCUGCCUuAUGGUGdTsdT
28.0






AD-35846.1
uAAAGGGCUGCCUuAUGGUdTsdT
−20.3






AD-35852.1
uAGGuAAAGGGCUGCCUuAdTsdT
−21.1






AD-35858.1
uACCUGGAGUGGuAGGuAAdTsdT
−28.0






AD-35864.1
AAGuACCUGGAGUGGuAGGdTsdT
0.3






AD-35870.1
UUGGUCcAGCUcAGGUUUGdTsdT
30.0






AD-35829.1
UUUGGUCcAGCUcAGGUUUdTsdT
49.8






AD-35835.1
UUGUUUGGUCcAGCUcAGGdTsdT
−4.7






AD-35841.1
AUGGAGCcAcAGCUGGUUUdTsdT
33.7






AD-35847.1
AAAUGGAGCcAcAGCUGGUdTsdT
−456.5






AD-35853.1
uAAAUGGAGCcAcAGCUGGdTsdT
15.5






AD-35859.1
UuAAAUGGAGCcAcAGCUGdTsdT
−18.6






AD-35865.1
UUuAAAUGGAGCcAcAGCUdTsdT
62.7






AD-35871.1
AUUuAAAUGGAGCcAcAGCdTsdT
41.9






AD-35830.1
uAUUuAAAUGGAGCcAcAGdTsdT
56.3






AD-35836.1
UUGGUGUGGGuAUUuAAAUdTsdT
29.0






AD-35842.1
AUUGGUGUGGGuAUUuAAAdTsdT
36.4






AD-35848.1
UUUUGGAGCGcAuAGCCGAdTsdT
−41.1






AD-35854.1
AUUUUGGAGCGcAuAGCCGdTsdT
−6.2






AD-35860.1
UUGGGCUGUGGCUGcAUUUdTsdT
−6.2






AD-35866.1
UUUGGGCUGUGGCUGcAUUdTsdT
29.0






AD-35872.1
AAUUUUGGGCUGUGGCUGCdTsdT
41.5






AD-35831.1
uAAUUUUGGGCUGUGGCUGdTsdT
44.3






AD-35837.1
AuAAUUUUGGGCUGUGGCUdTsdT
23.9






AD-35843.1
uACcAcAuAAUUUUGGGCUdTsdT
37.3






AD-35849.1
UuACcAcAuAAUUUUGGGCdTsdT
12.6






AD-35855.1
uAGUcAGCCUuACcAcAuAdTsdT
21.2






AD-35861.1
AuAGUcAGCCUuACcAcAUdTsdT
−23.7






AD-35867.1
AAuAGUcAGCCUuACcAcAdTsdT
50.5






AD-35873.1
AAAuAGUcAGCCUuACcACdTsdT
34.2






AD-35832.1
uAAAuAGUcAGCCUuACcAdTsdT
78.3






AD-35838.1
uAcAuAAAuAGUcAGCCUUdTsdT
41.6






AD-35844.1
UUGuAcAuAAAuAGUcAGCdTsdT
26.8






AD-35850.1
AUUGuAcAuAAAuAGUcAGdTsdT
66.3






AD-35856.1
UUCUCUGAAUUGuAcAuAAdTsdT
80.4






AD-35862.1
AUUCUCUGAAUUGuAcAuAdTsdT
43.0






AD-35868.1
AAAUUCUCUGAAUUGuAcAdTsdT
75.6






AD-35874.1
uAAAUUCUCUGAAUUGuACdTsdT
67.5









Example 12

Transiently transfected siRNAs in DG44 suspension cultures grown at different temperatures show significant and durable knockdown of gene expression for up to 18 days at concentrations as low as 0.1 nM.


RNA Interference of Suspension Cultures Grown at Different Temperatures:


Cell line based production of biologics typically occurs at normal (i.e., 37° C.) or reduced (as low as 28° C. or below) temperatures. Cells are often grown initially at higher temperatures to promote rapid cell growth and then, upon reaching the ideal cell density, are sometimes switched to lower temperatures to induce cell cycle arrest such that more of the cells' resources are used for protein production rather than cell division. Once in such a ‘production phase’, cells can be maintain in a bioreactor for many days to continue protein production. Experiments were therefore designed to determine the extent and longevity of RNA interference in cultured cells under conditions similar to those employed in bioprocessing.


GFP expressing CHO DG44 cells that are stably transfected with a CMV-GFP construct (Stratagene, Santa Clara, Calif.) were seeded at day 0 in wells of 96 well microtiter plates (at 2×104 cells per well for 37° C. cells, and 105 cells per well for 28° C. cells), and were transiently transfected with siRNAs against GFP at 0.1, 1, and 10 nM (formulated with Lipofectamine RNAiMax), also at day 0. GFP expression was measured fluorometrically; inhibition of expression (expressed as % of expression compared to RNAiMax only controls at the respective temperatures and times). Inhibition of expression was monitored for up to 18 days after the initial siRNA transfection.


Control Experiments:


Expression of GFP in the CHO DG44 cells that were either untreated or RNAiMax only treated were monitored over time. The results are shown if FIG. 20 (untreated) and FIG. 21 (treated with lipid (LIPOFECTAMINE™ RNAiMax reagent only, no siRNAs). GFP is expressed over the course of the entire time period; however, expression of GFP in the 28° C. cells eventually became much higher, indicating continued protein expression, even in the absence of cell division (FIGS. 20 and 21).


The lipid treated controls (FIG. 20) were used as controls for measuring efficacy of RNA interference. The graphs in FIGS. 22A-22C show significant inhibition of expression of GFP at siRNA concentrations as low as 0.1 nM (FIG. 22A). Furthermore, inhibition of expression was maintained as long as the measurements were taken (i.e., in some cases, up to 18 days after initial expression). This experiment demonstrates that RNA interference can be used in cell cultures to produce potent and durable inhibition of genes, under temperatures suitable for bioprocess.


Example 13
Scalable siRNA Uptake Protocol for CHO Cells Grown in a 40 L Bioreactor

As known to those of skill in the art liposome mediated delivery of siRNA using lipid polynucleotide carriers is commonly used in research applications, however, as described in PCT publication WO 2009/012173 (filed Jul. 11, 2008), the use of lipid polynucleotide carriers, e.g., common liposome transfection reagents, has been found to be detrimental when used in bioprocessing of protein. Polynucleotide carriers have been reported to be deleterious to the growth of host cells at the concentrations typically used presumably due to toxicity such that they impair the ability of host cells to produce the desired biological material on an industrial level. In addition polynucleotide carriers have been observed to cause adverse and unwanted changes in the phenotype of host cells, e.g., CHO cells, compromising the ability of the host cells to produce the biological product of interest. Accordingly, the artisan would expect that the use of such polynucleotide carriers would hinder a cells ability to produce a desired protein. Surprisingly, we have found, as described throughout herein, that RNA effector molecules (e.g., targeting BAX, BAC and/or LDH) can be delivered transiently to host cells in culture by using polynucleotide carriers (e.g., liposome mediated delivery) during the bioprocessing procedure in large scale cultures (e.g., 1 L and, e.g., 40 L) without detrimental effects on the cells under conditions tested on the cells, e.g., cell viability and density is maintained. Thus, large scale production of biological products can be done on an industrial scale using lipid reagents to facilitate RNA effector uptake in cells when they are in culture (e.g., suspension culture), for example, to result in effective transient modulation of gene expression that improve production of biological products (e.g., polypeptides).


Furthermore, we have studied various lipid compositions to identify efficient uptake enhancing reagents that promote efficient siRNA uptake into production cell lines with minimal impact on cell growth and viability. We had earlier demonstrated greater than 90% reduction in LDH activity (using siRNA directed against LDH) in 96-well plate cultures while screening a panel of quaternary cationic lipid formulations (data not shown). In this example, we show that siRNA formulated with P8 as an uptake inducer (see, e.g., Table 19) is better tolerated than commercial RNAiMax with respect to the respective formulations effect on cell density and cell viability in 50 ml cultures. We scaled up our cultures to a large scale bioreactor and found that using P8 formulated siRNA directed against LDH achieved 80%-90% reduction in LDH activity for 6 days with a single 1 nM dose. We then scaled up our cultures to 3 L and 40 L. We found that formulation P8 promoted efficient uptake of an siRNA directed against lactate dehydrogenase (LDH-A) and resulted in >90% of LDH reduction of LDH activity in CHO cells grown in either a 3 L or 40 L bioreactor. Surprisingly, in scale-up experiments comparing 3 L to 40 L cultures, there is perfect linearity of silencing efficiency. The results are shown herein.


Materials/Methods


Formulation of Transfection Reagents:


Cationic lipid and colipids (e.g., cholesterol and DOPE) in chloroform were dried by a N2 stream followed by vacuum-desiccation to remove residual organic solvent. The dried lipid film was hydrated using 10 mM HEPES buffer, pH 7.4 at 37° C. The formed liposomes were extruded to yield an average particle size of ˜200 nm.


Testing of Transfection Reagents on Plated GFP-CHO Cells:


Nine different proprietary transfection formulations (see e.g., Table 19) and Lipofectamine RNAiMax (Invitrogen) were used to deliver 1 nM of a potent siRNA against GFP to a GFP-CHO cell line. NAiMax was tested at 0.4 μL/mL and the nine formulations were used at 0.5, 1, and 2.5 μg/mL. Mixtures of transfection reagents and siRNA were made in black optical bottom 96 well plates and then cells were added. After 2 days, the relative GFP intensities were measured using a fluorescent plate reader.


Testing of Transfection Reagents on Suspended DG44 CHO Cells:


The three most active transfection agents (K8, L8 and P8) from the GFP-CHO testing were used to transfect suspended CHO cells. Aliquots of 5 μL of 10 μM LDH-A siRNA were added to a tube and 500 μL CD DG44 media added to it. Transfection reagent was added to the mixture, the tube mixed by pipette aspiration and incubated at room temperature for 15 min. Then the mixture was added to 49.5 mL of media containing 200,000 cells/mL. The flask was incubated and shaken at 120 rpm for several days. LDH activity was measured by VetTest 8008 slide analyzer.


40 L Transfection:


DG44 cells were grown in Invitrogen CD DG44 media. To seed the 40 L bioreactor, cells were taken from four 1 L disposable bioreactors. The starting cell density in the 40 L of culture was 120,000 cells/mL. The bioreactor was allowed to equilibrate with the cells added for 1 hr prior to transfection. For transfection, 400 μL of LDH-A siRNA (pair of SEQ ID NO:3152560 and NO:3152561) (100 uM stock solution) was added to 400 mL of media and mixed. Then 32 mL of 1 mg/mL. P8 reagent was added and again mixed. This was allowed to incubate for 15 min at room temperature and then added to the 40 L bioreactor. Cell density and viability were measured using a Vi-Cell cell counter, and to determine the efficiency of transfection, LDH activity was measured using a VetTest 8008 slide analyzer.


Results and Discussion

Evaluation of Nine Cationic Lipid Formulations for Uptake Efficiency in CHO Cells in Shake Flasks:


To gauge the effectiveness of the lipid formulations, they were used with a potent GFP siRNA in GFP-CHO cells. Compared with an effective concentration of LIPOFECTAMINE® RNAiMAx reagent, three compounds were active (FIG. 23). These formulations were designated K8, L8, and P8. No obvious cytotoxicity was observed at the concentrations tested of any formulation.


Because K8 was the most active formulation in the GFP-CHO cells, it was tested using DG44 CHO cells in 50 mL of culture in a 250 mL shake flask and a potent LDH siRNA. A range of K8 concentrations was tested along with an effective concentration of LIPOFECTAMINE® RNAiMAx transfection reagent. After 3 days, LDH activity was lower in cultures where K8 was used (FIG. 24). There was also a higher cell density in flasks that had 0.6 μg/mL or 1.2 μg/mL of K8 compared to RNAiMAx reagent. It appears that RNAiMAx reagent inhibited growth of CHO cell in suspension when compared to K8-treated cells. The highest concentrations of K8 reduced the cell density, even though the LDH activity was still reduced.


Because some transfection reagents didn not seem to have the same activity in shake flasks as in a 96-well plate, the three most active formulations were tested similarly in 50 mL of DG44 culture in 250 mL shake flasks. Surprisingly, formulation P8, which was only marginally active against GFP-CHO cells, performed the best using suspended DG44 cell culture (FIG. 25). After 5 days, 0.8 μg/mL of P8 resulted in the most LDH activity knockdown. Also, it is significant that the cell density in the presence of P8 was greater than or equal to control cells without transfection reagent added. P8 at a final concentration of 0.8 μg/mL has been used numerous times in smaller bioreactors and (data not shown) and was tested in a 40 L system.



FIG. 26 shows cell density (FIG. 26A) or % cell viability (FIG. 26B) over time in suspension CHO cell 50 mL shake flasks using P8 formulation or commercial formulation RNAiMax at the recommended concentration. Lipid formulations were dosed onto cells at day 0. P8 was found to be better tolerated than commercial RNAiMax. FIG. 30 is a graph that shows that when using the P8 formulated siRNA directed against Lactate Dehydrogenase (LDH) achieves 80%-90% knockdown of LDH activity for 6 days with a single 1 nM dose in a 1 L bioreactor. Knockdown of LDH activity was found to be durable, with effects lasting over 6 days.


Evaluation of Cationic Lipid Formulation P8 for Uptake Efficiency in a 3 L Vs 40 L Bioreactor:



FIG. 28 shows the results of a single dose of an 1 nM LDH siRNA formulated with P8 lipid on viable cell density and % LDH activity over an elapsed time of 6 days in 3 L and 40 L cultures. Surprisingly, in scale-up experiments comparing 3 L to 40 L cultures, there is perfect linearity of silencing efficiency indicating success at even larger scales. Multiple dose protocols can be used to extend the duration of effect.


Evaluation of Cationic Lipid Formulation P8 for Uptake Efficiency in a 40 L Bioreactor:


After seeding the 40 L bioreactor, the cells generally grew with a doubling time of approximately 24 hr and the cell viability was over 98% (FIG. 26B). The cells reached a peak concentration of 3.1×106 cells/mL at day 5 and then began to decline. As expected in this unfed batch culture, by day 6 the cells were in decline.


The LDH activity of the siRNA treated cells was reduced as the cells were growing following seeding and transfection. The LDH activity was reduced ˜80% even as the cells had doubled over 3 times (FIG. 30). There was diminished LDH activity through the entire experiment. Based on the significantly diminished LDH activity, the transfection was successful with no detectable toxicity in the CHO cells.


These experiments show that transfection of cells in culture with siRNAs can work in the large volumes necessary for biological production.


Example 14
Use of RNA Effectors to Titrate Expression of Target Genes

Unlike cells with stably transfected shRNA, use of dsRNA molecules allows modulation of expression of practically any target gene within a host cell without the need for cell engineering. In addition, as mentioned previously, cells with constitutively inhibited target genes may not grow well and may display unwanted characteristics (e.g., need for special growth media or other growth conditions, increased rate of mutation, etc). Having the ability to modulate expression of a target gene at the desired point during growth of a cell or production of a biologic is therefore highly desirable.


Yet another advantage of using RNA effector molecules such as dsRNA agents that do not rely on stable transfection is the potential ability to fine-tune expression of a given target gene. In some cases it may be important to regulate expression of a target gene such that its expression level is only moderately altered (e.g., decreased by ˜50% from the untreated state) so as to avoid unwanted phenotypes or to improve the quality of biologic production. As such, we performed experiments to find conditions in which expression of a given target gene could be titrated.


On day 0, CHO DG-44 cells grown in CD DG44 media (Invitrogen), were transfected with dsRNA targeting the LDHA gene (as described herein; see e.g., Table 62) at 0 nM, 10 pM, 50 pM, 100 pM, 500 pM, 1 nM and 5 nM (final concentrations in 25 mL of culture), in a formulation containing the Lipid P, in formulation 8 (i.e., formulation “P8”; see Table 19) in a 500 μL volume. The dsRNA duplex used has an apparent EC50 of ˜50 pM under similar conditions. After transfection, cells were added to a flask containing 24.5 mL of media (at a cell density of 200,000 cells/mL) and grown at 37° C. After 3 days, LDH activity was measured and normalized to cell density.


The LDH activity is shown in Table 62 below:









TABLE 62







LDH activity
















(LDH







activity/




dsRNA
Via
LDH
106 cells)*
%


Flask
concentration
density
activity
mL dil.
knockdown















1
 0 LDH
2.11
1489
776.3




siRNA






2
 10 pM LDH
2.08
1248
660.0
15.0



siRNA






3
 50 pM LDH
2.08
754
398.8
48.6



siRNA






4
100 pM LDH
2.22
560
277.5
64.3



siRNA






5
500 pM LDH
2.22
335
166.0
78.6



siRNA






6
 1 nM LDH
2.16
335
170.6
78.0



siRNA






7
 5 nM LDH
2.21
363
180.7
76.7



siRNA









The results show that LDH activity can be modulated to a range between 15% to greater than 75% inhibition by titrating the concentration of dsRNA. Therefore, use of RNA effector molecules such as the dsRNAs shown herein can be used to achieve a desired expression level of the target gene. In addition, based on earlier experiments (not shown), cells treated at concentrations in which partial inhibition is achieved (for example, at 10-100 pM) are expected to recover from RNA interference more rapidly than those treated at higher concentrations. As such, where it is desirable to have cells recover from inhibition of a target gene faster (i.e., inhibition of gene expression will persist for a shorter period of time), then one can provide a lower concentration of RNA effector molecule (e.g., 3× of the apparent EC50 or less, for example 2× the apparent EC50, 1× the apparent EC50, etc).


The following tables exemplify target genes and siRNA sequences useful with the methods and compositions described herein.









TABLE 51







Target genes









Target
Description
siRNA SEQ ID NOs





15-lipoxygenase-1
arachidonate lipoxygenase 3
2480018-2480362


Ago2
eukaryotic translation initiation factor 2C, 2
 255154-255411


Ago3
eukaryotic translation initiation factor 2C, 3
3103755-3103973


Ago4
eukaryotic translation initiation factor 2C, 4
1326374-1326705


APAFI
apoptotic peptidase activating factor 1
2262408-2262743


ApoE
apolipoprotein E
3172384-3172483


asparagine deamidase
N-terminal Asn amidase
1999410-1999756


glutamine deamidase
WDYHV motif containing 1; aka Protein NH2-
2478078-2478376



terminal glutamine deamidase



ATF4
activating transcription factor 4
1552067-1552460


ATF6
activating transcription factor 6
 570138-570498


ATF6β
activating transcription factor 6 beta
 471680-472070


B4GalT1
UDP-Gal:βGlcNAc β1,4-
2528454-2528763



galactosyltransferase, polypeptide 1
additional galactosyl &




galactosaminyltransferases




elsewhere herein


BAD
BCL2-associated agonist of cell death
3049436-3049721


BAG-1
BCL2-associated athanogene
1683576-1683895


Bcl-w
BCL2-like 2
 477629-477999


Bc1-xL
BCL2-like 1
 728838-729216


Bid
BH3 interacting domain death agonist
2582517-2582823


Bik
BCL2-interacting killer (apoptosis-inducing)
2899985-2900289


BIM/BimL
BCL2-like 11 (apoptosis facilitator)
1960442-1960764


BNIP3
BCL2/adenovirus E1B 19 kDa interacting protein 3
1740754-1741152


calnexin
calnexin
 61559-61785


calreticulin
Calreticulin
 895691-896051


CASP2
Caspase 2
2718675-2719039


CASP3
Caspase 3
1924836-1925195


CASP6
Caspase 6
2408466-2408843


CASP7
Caspase 7
2301618-2301960


CASP8
Caspase 8
2995593-2995870


CASP9
Caspase 9
1412589-1412860


CCNA2/Cyclin A2
cyclin A2
1151948-1152332


CCNB1/Cyclin B1
Cyclin B1
1298863-1299236


CCNB2/Cyclin B2
Cyclin B2
1489394-1489722


CCND1/Cyclin D1
cyclin D1
 139242-139629


CCND2/Cyclin D2
cyclin D2
 960077-960401


CCND3/Cyclin D3
Cyclin D3
1040554-1040910


CCNE1/Cyclin E1
cyclin El
1980613-1981009


CCNE2/Cyclin E2
Cyclin E2
2904183-2904530


CDK2
cyclin-dependent kinase 2
1193336-1193684


CDK4
cyclin-dependent kinase 4
1609522-1609852


Cmas
cytidine monophosphate N-acetylneuraminic
1633101-1633406



acid synthetase



Cofilin (CFL1)
Cofilin
1914036-1914356


cytochrome P4502E1




cytoplasmic actin
capping protein (actin filament) muscle Z-line, α
235917-236159


capping protein (CapZ)
1



dihydrofolate reductase

1739672-1740059


Eri1
exoribonuclease 1
3244117-3244216


Ezrin (VIL2)
Ezrin
 339220-339540


fucosyltransferase/
Fucosyltransferases
FUT8 dsRNA:


FUT8

 209841-210227




additional seqs




elsewhere herein


GLUT1
solute carrier family 2 (facilitated glucose
 438155-438490



transporter), member 1
additional seqs




elsewhere herein


glutaminase

 105170-105438


GMDS
GDP mannose dehydratase
1688202-1688519


Gne
glucosamine (UDP-N-acetyl)-2-epimerase/N-
2073971-2074368



acetylmannosamine kinase;




UDP-N-acetylglucosamine-2-epimerase/N-




acetylmannosamine kinase



GRP94
heat shock protein 90 kDa β(Grp94), member 1
 180574-180954


HR
Hairless
1110794-1111079


Hsp40
DnaJ (Hsp40) homolog
dsRNA sequences




targeting Hsp40




elsewhere herein


interferon receptor
IFNAR1
2436536-2436863


IRE1
endoplasmic reticulum (ER) to nucleus signaling 1
3179284-3179383


Laminin A

5: 48814-49139




2: 2954307-




2954650




3: 3160721-




3160820


lysosomal V-type

For sequences of


ATPase

the various




subunits please see




table below


Mcl-1
myeloid cell leukemia sequence 1 (BCL2-related)
 312684-312913


N-acetylgalactosaminytrans-

2876241-2876595,


ferase T-4

see also, e.g.,




Table 6


NAD(p)H oxidase

See table


NADH cytochrome

elsewhere herein


b5 reductase

for cytochrome


NADPH cytochrome

reductases


c2 reductase




NAPH cytochrome




c reductase




B4GalT6.
and UDP-Gal:βGlcNAc β1,4-
3154201-3154224



galactosyltransferase, polypeptide 6
(sense) and




3154225-3154248


P10
S100 calcium binding protein A10 (calpactin)
3013998-3014274


p115
USO1 vesicle docking protein homolog (yeast)
 89340-89737


P14ARF/p16INK4a
cyclin-dependent kinase inhibitor 2A
2B: 2895015-



(melanoma, p16, inhibits CDK4)
2895359




2C: 1969649-




1970047




2D: 1990790-




1991181


P21
cyclin-dependent kinase inhibitor 1A (p21,
2659502-2659871



Cip1)



P27
proteasome (prosome, macropain) 26S subunit,
3199397-3199496



non-ATPase, 9



p53
tumor protein p53;
1649857-1650157



transformation related protein p53



P57
cyclin-dependent kinase inhibitor 1C (p57,
1A: 2659502-



Kip2)
2659871




1B: 2731076-




2731440


peptidyl prolyl
peptidylprolyl isomerase
1074139-1074475,


isomerase

1085316-1085607,




1127061-1127426,




1649170-1649515,




1780604-1780923,




2197146-2197532,




2253978-2254373,




2261765-2262058,




2275330-2275633,




2579547-2579908,




2857424-2857802,




3136158-3136181,




3262205-3262304


PERK
eukaryotic translation initiation factor 2-
1396283-1396617;



kinase 3
Kinase 4:




 582987-583297;




Kinase 1:




1037660-1038052


peroxidase

siRNAs targeting




Glutathione




peroxidases




include: 2439217-




2439612




2560559-2560895




2703865-2704225




3151589-3151685




See table below




for enzymes




possessing




peroxidase activity


phosphatidylinositol-
phosphatase and tensin homolog
 69091-69404


3,4,5-trisphosphate 3-




phosphatase (PTEN)




protein disulfide

These siRNAs


isomerase

target genes that




have protein




disulfide




isomerase activity:




 72748-72996




 335875-336225




 488676-489039




 774355-774677




 898511-898822




 966735-967056


protein
protein O-fucosyltransferase 1
2321807-2322122


O-fucosyltransferase




PUMA
BCL2 binding component 3
1712045-1712425


SLC35A1
solute carrier family 35 (CMP-sialic acid
3154345-3154368;



transporter), member 1
1367952-1368265


ST3 β-galactoside α-

 681105-681454


2,3-sialyltransferase 1




ST3 β-galactoside α-

1435989-1436317


2,3-sialyltransferase 2.




ST3 β-galactoside α-

1131123-1131445


2,3-sialyltransferase 3




ST3 β-galactoside α-

 707535-707870


2,3-sialyltransferase 4




ST3 β-galactoside α-

1155324-1155711


2,3-sialyltransferase 5




ST6 (α-N-acetyl-

1391079-1391449


neuraminy1-2,3-β-




galactosy1-1,3)-N-




acetylgalactosaminide α-




2,6-sialyltransferase 6




TSTA3
tissue specific transplantation antigen P35B
1839578-1839937


xanthine oxidase (XO)
Aka xanthine dehydrogenase
 374846-375216


xylose transferase
Xylosyltansferase II
1554774-1555054


α galactosidase

1600968-1601288


β-galactosidase

 690601-690989
















TABLE 52







GLUTs (glucose transporters)









SEQ

siRNA SEQ


ID NO:
Description
ID NOs:












1375
solute carrier family 2
438155-438490



(facilitated glucose transporter),




member 1



6869
solute carrier family 2,
2325698-2325997



(facilitated glucose transporter),




member 8



7909
solute carrier family 2
2669929-2670303



(facilitated glucose transporter),




member 13
















TABLE 53







Fucosyltransferases










SEQ


siRNA SEQ


ID NO:
consL
Description
ID NOs:













676
2680
fucosyltransferase 8
209841-210227


2783
1861
protein O-fucosyltransferase 2
916726-917035


6857
913
protein O-fucosyltransferase 1
2321807-2322122


8126
593
fucosyltransferase 11
2740650-2740952
















TABLE 54







DnaJ (Hsp40) homologs











SEQ


Avg
siRNA SEQ


ID NO:
consL
Description
Coverage
ID NOs:














1932
2102
Subfamily A,
18.764
628385-628725




member 1




893
2541
Subfamily A,
15.853
276519-276904




member 2




1925
2104
Subfamily A,
15.15
625909-626254




member 3




3157871
528
Subfamily A,
0.656
3215391-3215490




member 4




2076
2052
Subfamily B,
9.75
677203-677558




member 1




5350
1247
Subfamily B,
17.061
1784585-1784897




member 11




5347
1248
Subfamily B,
3.209
1783440-1783810




member 12




9545
230
Subfamily B,
0.22
3133435-3133598




member 13




3157418
441
Subfamily B,
0.238
3228617-3228716




member 14




4158
1511
Subfamily B,
5.045
1381610-1381931




member 2




3158137
878
Subfamily B,
1.052
3283549-3283648




member 3




5405
1236
Subfamily B,
1.568
1804161-1804465




member 4




8128
593
Subfamily B,
0.47
2741242-2741540




member 5




2619
1902
Subfamily B,
14.116
860762-861101




member 6




5149
1289
Subfamily B,
0.929
1715305-1715623




member 9




4159
1510
Subfamily C,
3.933
1381932-1382211




member 1




546
2787
Subfamily C,
22.023
171304-171555




member 10




1143
2405
Subfamily C,
15.429
360296-360688




member 11




3157835
1640
Subfamily C,
0.983
3240717-3240816




member 13




412
2946
Subfamily C,
7.271
133746-134002




member 14




9442
267
Subfamily C,
0.656
3117145-3117332




member 15




1960
2089
Subfamily C,
1.225
637892-638209




member 16




6631
962
Subfamily C,
1.346
2243108-2243387




member 17




7277
817
Subfamily C,
0.36
2460206-2460591




member 18




9036
381
Subfamily C,
1.461
3027351-3027657




member 19




2513
1930
Subfamily C,
34.4
825067-825402




member 2




2721
1878
Subfamily C,
8.299
895321-895690




member 21




5660
1176
Subfamily C,
4.382
1893667-1894030




member 22




8661
464
Subfamily C,
2.068
2917681-2918006




member 24




6150
1068
Subfamily C,
0.929
2072060-2072449




member 25




8171
583
Subfamily C,
0.773
2754733-2755101




member 27




3157934
1241
Subfamily C,
2.604
3271096-3271195




member 28




1054
2449
Subfamily C,
10.89
330430-330812




member 3




6648
959
Subfamily C,
1.456
2249119-2249439




member 30




7348
800
Subfamily C,
4.236
2483678-2484063




member 4




2403
1958
Subfamily C,
5.417
787385-787676




member 5




9017
388
Subfamily C,
0.078
3022706-3022949




member 6




3188
1749
Subfamily C,
20.562
1055444-1055806




member 7




5052
1312
Subfamily C,
41.714
1682260-1682641




member 8




7247
827
Subfamily C,
4.989
2450765-2451126




member 9
















TABLE 55







Heat Shock proteins











SEQ


Avg
siRNA SEQ


ID NO:
consL
Description
Cov
ID NOs:














444
2900
heat shock protein 4
15.95
142820-143094


476
2865
heat shock 105 kDa/
19.863
151195-151420




110 kDa protein 1




485
2858
AHA1, activator of
16.103
153831-154084




heat shock protein






ATPase homolog 2






(yeast)




579
2758
heat shock protein 90,
606.207
180574-180954




beta (Grp94), member






1




594
2744
heat shock protein 90,
93.844
184698-184927




alpha (cytosolic), class






A member 1




827
2572
heat shock protein 9
28.56
255926-256325


941
2519
heat shock protein 5
729.81
292590-292837


977
2496
heat shock protein 90
609.471
304274-304591




alpha (cytosolic), class






B member 1




1543
2232
heat shock protein 1
134.366
494743-495086




(chaperonin)




2029
2068
heat shock protein 8
891.015
660889-661277


2272
1990
heat shock factor 2
2.598
743398-743788


2756
1869
heat shock factor 1
25.227
907582-907889


2974
1807
heat shock protein 2
5.538
982428-982785


3063
1776
heat shock protein 8
38.69
1012333-1012621


3765
1608
heat shock protein 14
20.386
1250279-1250587


4038
1541
heat shock protein 70
2.835
1341514-1341853




family, member 13




4337
1473
HSPA (heat shock 70
11.687
1441933-1442264




kDa) binding protein,






cytoplasmic






cochaperone 1




5002
1323
AHA1, activator of
93.621
1665415-1665746




heat shock protein






ATPase homolog 1






(yeast)




5756
1155
heat shock factor
28.266
1928608-1928970




binding protein 1




7697
715
heat shock
1.268
2598077-2598438




protein, -crystallin-






related, B6




8336
539
heat shock protein 1
3.124
2809108-2809434


8405
517
heat shock protein 1
4.477
2833031-2833420




(chaperonin 10)




9679
173
heat shock protein 1B
0.091
3147029-3147080
















TABLE 56







Lysosomal V-type ATPase subunits









SEQ

siRNA SEQ


ID NO:
Description
ID NOs:












198
ATPase, H+ transporting,
71796-72111



lysosomal V1 subunit A



1027
ATPase, H+ transporting,
321673-321927



lysosomal V1 subunit B2



1796
ATPase, H+ transporting,
582376-582610



lysosomal accessory protein 2



2296
ATPase, H+ transporting,
751583-751949



lysosomal V0 subunit A1



2532
ATPase, H+ transporting,
831609-831895



lysosomal accessory protein 1



2762
ATPase, H+ transporting,
909697-910010



lysosomal V1 subunit H



3329
T-cell, immune regulator 1,
1103103-1103418



ATPase, H+ transporting,




lysosomal V0 protein A3



4324
ATPase, H+ transporting,
1437602-1437944



lysosomal V0 subunit D1



4347
ATPase, H+ transporting,
1445278-1445615



lysosomal V0 subunit A2



5454
ATPase, H+ transporting,
1821367-1821755



lysosomal V1 subunit E1



5620
ATPase, H+ transporting,
1879531-1879860



lysosomal V1 subunit D



5788
ATPase, H+ transporting,
1940302-1940675



lysosomal V0 subunit C



5816
ATPase, H+ transporting,
1950210-1950528



lysosomal V1 subunit C1



6117
ATPase, H+ transporting,
2059770-2060150



lysosomal V1 subunit G1



6486
ATPase, H+ transporting,
2192145-2192538



lysosomal V0 subunit B



7910
ATPase, H+ transporting,
2670304-2670626



lysosomal V0 subunit E2



7976
ATPase, H+ transporting,
2692263-2692620



lysosomal V1 subunit F



7987
ATPase, H+ transporting,
2695797-2696168



lysosomal V0 subunit E



8582
ATPase, H+ transporting,
2890746-2891087



lysosomal V1 subunit G2



3157707
ATPase, H+ transporting,
3281849-3281948



lysosomal V0 subunit D2
















TABLE 57







Peroxidase











SEQ


Avg
siRNA SEQ


ID NO:
consL
Description
Cov
ID NOs:














442
2901
heterogeneous nuclear
11.591
142215-142508




ribonucleoprotein L-like




1706
2173
catalase
18.084
551058-551444


3107
1768
prostaglandin-
0.699
1027449-1027832




endoperoxide synthase 2




6122
1074
peroxiredoxin 3
15.819
2061664-2062027


6608
967
peroxiredoxin 4
81.791
2235293-2235671


6741
937
peroxiredoxin 6
9.666
2281128-2281515


6816
921
peroxidasin homolog
0.334
2307638-2308007




(Drosophila)




7213
835
glutathione peroxidase 1
10.976
2439217-2439612


7386
792
peroxiredoxin 1
1.522
2496217-2496481


7582
743
glutathione peroxidase 4
73.452
2560559-2560895


7749
702
peroxiredoxin 2
15.903
2616024-2616366


8011
630
glutathione peroxidase 8
15.42
2703865-2704225




(putative)




8179
582
peroxiredoxin 5
3.766
2757414-2757689


8565
482
glutathione S-transferase
1.46
2885542-2885890




kappa 1




8687
461
iodotyrosine deiodinase
0.299
2926039-2926366


9756
131
glutathione peroxidase 3
0.087
3151589-3151685
















TABLE 58







Protein Disulfide Isomerase Activity











SEQ


Avg
siRNA SEQ


ID NO:
consL
Description
Cov
ID NOs:














201
3342
thioredoxin-related
6.308
72748-72996




transmembrane protein 3




1071
2440
prolyl 4-hydroxylase,
262.952
335875-336225




beta polypeptide




1525
2239
protein disulfide
31.944
488676-489039




isomerase associated 4




2364
1967
protein disulfide
173.819
774355-774677




isomerase associated 3




2730
1874
protein disulfide
699.725
898511-898822




isomerase associated 6




2929
1822
protein disulfide
42.884
966735-967056




isomerase associated 5
















TABLE 59







Signal Recognition Particle











SEQ


Avg
siRNA SEQ


ID NO:
consL
Description
Cov
ID NOs:














348
3031
signal recognition
13.053
115319-115586




particle 72




498
2844
signal recognition
23.636
157648-157932




particle receptor






(docking protein)




1200
2382
signal recognition
40.31
379331-379670




particle 68




1535
2235
signal recognition
4.713
492211-492502




particle 54a




2108
2042
signal recognition
7.508
687895-687922




particle 54b




3277
1725
signal recognition
3.004
1085608-1085800




particle 54C




6222
1053
signal recognition
6.194
2097989-2098388




particle 9




6901
903
signal recognition
8.479
2335474-2335804




particle receptor,






B subunit




7846
677
signal recognition
2.01
2648705-2649066




particle 14




9140
355
signal recognition
0.4
3053860-3054133




particle 19




8427
513
retinitis pigmentosa
0.65
2840748-2841112




9 (human)
















TABLE 60







Example kinase targets









SEQ

siRNA SEQ


ID NO:
Description
ID NOs:












2
TAO kinase 1
10148-10532


16
homeodomain interacting
14439-14801



protein kinase 1



26
dual-specificity tyrosine-
17461-17750



(Y)-phosphorylation




regulated kinase 1a



67
casein kinase 2, alpha 1
30901-31248



polypeptide



74
mitogen-activated protein
33333-33668



kinase kinase kinase




kinase 4



80
Rho-associated coiled-coil
35242-35563



containing protein kinase 2



92
calcium/calmodulin-
39068-39431



dependent serine protein




kinase (MAGUK family)



105
cDNA sequence BC033915
43314-43658


131
mitogen-activated protein
51635-51907



kinase 9



135
Braf transforming gene
52754-53026


153
serine/arginine-rich protein
57998-58262



specific kinase 2



160
ribosomal protein S6 kinase,
60208-60510



polypeptide 1



199
protein kinase C, alpha
72112-72439


211
AP2 associated kinase 1
75589-75893


215
AXL receptor tyrosine kinase
76768-77080


249
discoidin domain receptor
86688-86974



family, member 2



272
Rho-associated coiled-coil
94052-94292



containing protein kinase 1



301
MAP/microtubule affinity-
102310-102609



regulating kinase 1



345
glycogen synthase kinase 3
114424-114743



beta



349
adrenergic receptor kinase,
115587-115982



beta 1



378
tousled-like kinase 1
124295-124551


416
PCTAIRE-motif protein
134792-135023



kinase 1



420
MAP/microtubule affinity-
135926-136274



regulating kinase 2



432
cyclin D1
139242-139629


434
mitogen-activated protein
139905-140195



kinase kinase kinase 7



448
casein kinase 1, delta
144005-144272


454
PFTAIRE protein kinase 1
145534-145792


455
PRP4 pre-mRNA processing
145793-146023



factor 4 homolog B (yeast)



459
serine/threonine kinase 39,
146854-147131



STE20/SPS1 homolog (yeast)



490
Fyn proto-oncogene
155354-155611


510
calcium/calmodulin-dependent
161048-161267



protein kinase II γ



543
Janus kinase 2
170408-170768


559
carbamoyl-phosphate synthetase
174646-174897



2, aspartate transcarbamylase,




and dihydroorotase



600
casein kinase 1, gamma 1
186716-187114


634
leucine-rich repeat kinase 1
197327-197719


644
mitogen-activated protein
200294-200550



kinase 6



662
calcium/calmodulin-dependent
205498-205717



protein kinase II, δ



681
MAP/microtubule affinity-
211317-211594



regulating kinase 3



689
budding uninhibited by
213750-213996



benzimidazoles 1 homolog




(S. cerevisiae)



725
LIM motif-containing protein
224252-224614



kinase 2



729
homeodomain interacting
225660-225908



protein kinase 3



730
microtubule associated
225909-226275



serine/threonine kinase 2



732
transforming growth factor,
226652-227037



beta receptor I



829
protein kinase, cAMP dependent,
256726-256960



catalytic, beta



836
mitogen-activated protein kinase
258825-259201



kinase kinase 12



864
intestinal cell kinase
267348-267605


870
mitogen-activated protein kinase
269115-269501



kinase kinase 3



871
nemo like kinase
269502-269739


873
cyclin G associated kinase
270072-270372


878
mitogen-activated protein
271504-271774



kinase 3



907
G protein-coupled receptor
281096-281476



kinase 6



929
Rous sarcoma oncogene
288625-288989


969
thymoma viral proto-oncogene 2
301570-301889


1006
large tumor suppressor 2
314156-314545


1049
casein kinase 1, gamma 3
328602-328958


1057
serine/threonine kinase 38
331497-331885


1074
MAP kinase-activated protein
336742-337085



kinase 2



1082
tousled-like kinase 2 (Arabidopsis)
339541-339778


1083
serine/threonine kinase 40
339779-340105


1094
SCY1-like 1 (S. cerevisiae)
343589-343905


1098
PCTAIRE-motif protein kinase 2
344918-345284


1105
triple functional domain
347214-347540



(PTPRF interacting)



1158
protein kinase N2
365489-365727


1173
v-erb-b2 erythroblastic leukemia
370312-370704



viral oncogene homolog 2, neuro/




glioblastoma derived oncogene




homolog (avian)



1188
WEE 1 homolog 1 (S. pombe)
375593-375982


1205
mitogen-activated protein kinase-
380855-381192



activated protein kinase 3



1223
conserved helix-loop-helix
386803-387186



ubiquitous kinase



1230
mitogen-activated protein
388975-389185



kinase 8



1245
bone morphogenetic protein
393916-394306



receptor, type 1A



1248
tripartite motif-containing 28
394982-395338


1283
serine/arginine-rich protein
406749-407114



specific kinase 1



1310
mitogen-activated protein kinase
415843-416086



kinase 4



1320
platelet derived growth factor
419363-419724



receptor, β polypeptide



1360
receptor-like tyrosine kinase
433042-433431


1440
TANK-binding kinase 1
460287-460685


1452
DNA segment, Chr 8, ERATO Doi
464366-464673



82, expressed



1472
v-raf murine sarcoma 3611 viral
471108-471446



oncogene homolog



1496
CDC-like kinase 3
479192-479450


1498
casein kinase 1, epsilon
479802-480166


1507
serine/threonine kinase 24 (STE20
482939-483243



homolog, yeast)



1534
protein kinase D1
491875-492210


1615
interleukin-1 receptor-associated
519606-519900



kinase 2



1623
v-raf-leukemia viral oncogene 1
522454-522805


1638
polo-like kinase 2 (Drosophila)
527681-527996


1640
p21 protein (Cdc42/Rac)-activated
528351-528713



kinase 2



1688
serine/threonine kinase 16
544970-545325


1696
ribosomal protein S6 kinase
547863-548141



polypeptide 1



1700
transforming growth factor,
549106-549395



beta receptor II



1719
ataxia telangiectasia and
555695-555945



Rad3 related



1791
insulin-like growth factor I
580583-580928



receptor



1793
thymoma viral proto-oncogene 1
581286-581643


1798
eukaryotic translation initiation
582987-583297



factor 2 kinase 4



1802
cyclin-dependent kinase 8
584337-584730


1821
ribosomal protein S6 kinase,
590773-591132



polypeptide 4



1822
polo-like kinase 1 (Drosophila)
591133-591528


1838
proviral integration site 3
596508-596892


1839
WNK lysine deficient protein
596893-597187



kinase 1



1842
MAP kinase-interacting
597880-598207



serine/threonine kinase 2



1849
NIMA-related expressed kinase 6
600327-600624


1853
BMP2 inducible kinase
601662-602044


1873
protein kinase C, delta
608454-608757


1874
NIMA-related expressed kinase 9
608758-609143


1885
interleukin-1 receptor-associated
612534-612817



kinase 1



1953
CDC42 binding protein
635482-635834



kinase beta



1956
mitogen-activated protein
636446-636831



kinase kinase 3



1967
serum/glucocorticoid
640401-640729



regulated kinase 1



1982
mitogen-activated protein
645415-645811



kinase kinase kinase 4



1985
serine/threonine kinase 4
646540-646922


2022
p21 protein (Cdc42/Rac)-
658646-658945



activated kinase 1



2040
STE20-like kinase (yeast)
664580-664973


2058
PX domain containing
670668-671043



serine/threonine kinase



2064
TAO kinase 3
672877-673175


2074
SH3-binding kinase 1
676411-676808


2089
nuclear receptor binding
681455-681766



protein 1



2094
polo-like kinase 3 (Drosophila)
683175-683550


2096
mitogen-activated protein
683848-684174



kinase 14



2157
macrophage stimulating 1
704139-704461



receptor (c-met-related




tyrosine kinase)



2224
protein kinase N1
726766-727146


2252
mitogen-activated protein
736639-737018



kinase kinase kinase 5



2281
casein kinase 1, alpha 1
746332-746692


2313
testis specific protein kinase 1
757254-757624


2321
U2AF homology motif (UHM)
759990-760335



kinase 1



2348
casein kinase 1, gamma 2
769048-769436


2371
activin A receptor, type 1
776681-777035


2391
TYRO3 protein tyrosine
783438-783823



kinase 3



2395
platelet derived growth
784759-785127



factor receptor, polypeptide



2429
SNF related kinase
796332-796725


2433
met proto-oncogene
797652-798038


2434
mitogen-activated protein
798039-798333



kinase kinase 1



2450
receptor (TNFRSF)-interacting
803414-803712



serine-threonine kinase 1



2453
cell division cycle 2-like 5
804372-804761



(cholinesterase-related




cell division controller)



2498
SCY1-like 2 (S. cerevisiae)
819902-820288


2500
Eph receptor A2
820644-820974


2530
misshapen-like kinase 1
830880-831232



(zebrafish)



2567
Unc-51 like kinase 1 (C. elegans)
843486-843843


2569
cyclin-dependent kinase 7
844194-844512



(homolog of Xenopus MO15




cdk-activating kinase)



2605
protein serine kinase H1
856267-856572


2606
NIMA-related expressed
856573-856901



kinase 7



2609
Janus kinase 1
857488-857805


2615
c-mer proto-oncogene
859390-859712



tyrosine kinase



2649
serine/threonine kinase 25
870722-871034



(yeast)



2656
maternal embryonic leucine
873142-873499



zipper kinase



2660
transforming growth factor
874486-874847



beta regulated gene 4



2678
mitogen-activated protein
880782-881178



kinase kinase kinase 6



2685
c-src tyrosine kinase
883213-883509


2690
protein kinase, cAMP
884918-885283



dependent, catalytic, alpha



2697
RIKEN cDNA C230081A13
887214-887504



gene



2727
mitogen-activated protein
897474-897851



kinase 1



2728
STE20-related kinase
897852-898184



adaptor alpha



2739
LIM-domain containing,
901587-901936



protein kinase



2767
mitogen-activated protein
911247-911607



kinase kinase kinase 10



2797
mitogen-activated protein
921494-921818



kinase 10



2815
serine/threonine kinase 3
927749-928072



(Ste20, yeast homolog)



2821
protein kinase N3
929703-929953


2844
large tumor suppressor
937654-937969


2854
leucine-rich repeat kinase 2
940941-941325


2917
phosphatidylinositol 3 kinase,
962493-962788



regulatory subunit,




polypeptide 4, p150



2965
protein kinase, DNA activated,
979242-979576



catalytic polypeptide



2966
doublecortin-like kinase 1
979577-979919


3005
activin receptor IIA
993008-993293


3016
Unc-51 like kinase 2 (C. elegans)
996609-996900


3028
branched chain ketoacid
1000498-1000839



dehydrogenase kinase



3066
mitogen-activated protein
1013377-1013718



kinase 3



3072
p21 protein (Cdc42/Rac)-
1015266-1015566



activated kinase 4



3110
protein kinase, membrane
1028441-1028755



associated tyrosine/threonine 1



3137
eukaryotic translation initiation
1037660-1038052



factor 2 kinase 1



3141
PAS domain containing serine/
1039167-1039558



threonine kinase



3145
cyclin D3
1040554-1040910


3170
PTK2 protein tyrosine kinase 2
1049366-1049709


3215
c-abl oncogene 1, receptor
1064790-1065134



tyrosine kinase



3234
FAST kinase domains 5
1071097-1071485


3264
ribosomal protein S6 kinase
1081273-1081650



polypeptide 3



3293
glycogen synthase kinase
1091000-1091318



3 alpha



3302
integrin linked kinase
1094162-1094466


3325
fer (fms/fps related) protein
1101741-1102066



kinase, testis specific 2



3390
cell division cycle 2-like 1
1124002-1124331


3497
CDC-like kinase 2
1159741-1160065


3517
aarF domain containing
1166401-1166741



kinase 1



3551
RIKEN cDNA B230120H23
1177903-1178190



gene



3583
checkpoint kinase 1 homolog
1188354-1188736



(S. pombe)



3598
cyclin-dependent kinase 2
1193336-1193684


3636
vaccinia related kinase 3
1206468-1206770


3672
MAP kinase-activated protein
1218590-1218943



kinase 5



3697
tyrosine kinase, non-receptor, 2
1227011-1227293


3752
calcium/calmodulin-dependent
1245765-1246095



protein kinase 2, β



3761
ataxia telangiectasia mutated
1248864-1249255



homolog (human)



3792
salt inducible kinase 1
1259549-1259840


3803
phosphoinositide-3-kinase,
1263190-1263540



class 3



3810
aarF domain containing
1265631-1265906



kinase 2



3818
tripartite motif-containing 24
1268181-1268568


3839
MAP kinase-interacting
1275270-1275564



serine/threonine kinase 1



3946
polo-like kinase 4 (Drosophila)
1310666-1311034


4001
mitogen-activated protein
1329109-1329497



kinase kinase 2



4017
Janus kinase 3
1334368-1334721


4043
CDC like kinase 4
1343146-1343482


4045
SCY1-like 3 (S. cerevisiae)
1343876-1344245


4071
NIMA-related expressed
1352509-1352861



kinase 2



4151
vaccinia related kinase 2
1379213-1379553


4171
casein kinase 2, alpha prime
1385888-1386249



polypeptide



4193
mitogen-activated protein
1393467-1393856



kinase 1



4201
eukaryotic translation
1396283-1396617



initiation factor 2 kinase 3



4255
budding uninhibited by
1414236-1414628



benzimidazoles 1 homolog,




beta (S. cerevisiae)



4264
vaccinia related kinase 1
1417312-1417688


4268
STE20-related kinase adaptor
1418669-1418996



beta



4275
FAST kinase domains 2
1421149-1421474


4299
cyclin-dependent kinase 9
1429472-1429796



(CDC2-related kinase)



4365
lemur tyrosine kinase 2
1451144-1451458


4404
Yamaguchi sarcoma viral
1464339-1464640



(v-yes) oncogene homolog 1



4414
cyclin-dependent kinase 5
1467595-1467925


4488
bone morphogenic protein
1492190-1492490



receptor, type II




(serine/threonine kinase)



4502
testis-specific kinase 2
1496336-1496660


4632
cell division cycle 7
1539427-1539781



(S. cerevisiae)



4652
mitogen-activated protein
1545970-1546310



kinase kinase 5



4686
mitogen-activated protein
1557428-1557817



kinase 1



4715
ribonuclease L
1567391-1567708



(2′, 5′-oligoisoadenylate




synthetase-dependent)



4744
fibroblast growth factor
1577052-1577365



receptor 1



4770
protein kinase D3
1585680-1585976


4839
cyclin-dependent kinase 4
1609522-1609852


4856
protein kinase C, iota
1615321-1615627


4867
ribosomal protein S6 kinase,
1618874-1619239



polypeptide 2



4903
tyrosine kinase 2
1631375-1631670


4904
FAST kinase domains 3
1631671-1632058


4928
phosphorylase kinase,
1639845-1640227



gamma 2 (testis)



4947
protein kinase, AMP-activated,
1646526-1646858



β 1 non-catalytic subunit



4952
tribbles homolog 3 (Drosophila)
1648199-1648515


4980
natriuretic peptide receptor 2
1658017-1658362


5012
NIMA-related expressed
1668806-1669200



kinase 8



5119
protein kinase, X-linked
1705097-1705372


5127
interleukin-1 receptor-
1707814-1708142



associated kinase 4



5155
protein kinase, AMP-activated,
1717347-1717743



γ 1 non-catalytic subunit



5205
serine/threonine kinase 10
1734723-1735086


5258
protein kinase C, eta
1752699-1753060


5260
receptor (TNFRSF)-interacting
1753377-1753673



serine-threonine kinase 2



5303
protein kinase, AMP-activated,
1767887-1768173



γ 2 non-catalytic subunit



5443
CHK2 checkpoint homolog
1817364-1817648



(S. pombe)



5466
dual-specificity tyrosine-(Y)-
1825671-1825984



phosphorylation regulated




kinase 3



5513
NIMA-related expressed
1842362-1842733



kinase 1



5526
PDZ binding kinase
1846866-1847240


5543
Ttk protein kinase
1852758-1853100


5580
cell division cycle 2 homolog
1865374-1865693



A (S. pombe)



5636
mitogen-activated protein
1885325-1885696



kinase 7



5698
aurora kinase A
1907469-1907831


5753
Eph receptor B3
1927508-1927885


5812
oxidative-stress responsive 1
1948788-1949181


5833
cyclin H
1956302-1956671


5892
inhibitor of kappaB kinase
1978013-1978395



epsilon



5902
cell cycle related kinase
1981792-1982170


5944
serine/threonine kinase 38
1997111-1997478



like



5974
tribbles homolog 1
2008081-2008383



(Drosophila)



6029
mixed lineage kinase
2027899-2028286



domain-like



6121
discoidin domain receptor
2061270-2061663



family, member 1



6141
aurora kinase B
2068620-2068994


6178
mitogen-activated protein
2081730-2082108



kinase kinase kinase 14



6215
RIKEN cDNA E130304F04
2095357-2095740



gene



6281
cyclin-dependent kinase-like
2118747-2119146



2 (CDC2-related kinase)



6305
dual-specificity tyrosine-(Y)-
2127434-2127800



phosphorylation regulated




kinase 2



6404
cyclin-dependent kinase
2162918-2163302



(CDC2-like) 10



6480
cyclin-dependent kinase 6
2189891-2190242


6633
protein kinase D2
2243758-2244155


6653
WNK lysine deficient
2250760-2251118



protein kinase 4



6731
G protein-coupled receptor
2278131-2278499



kinase 5



6882
aurora kinase C
2329723-2330035


6891
cyclin-dependent kinase-like
2332108 -2 332434



1 (CDC2 -related kinase)



6929
RIKEN cDNA 4930444A02
2344573-2344930



gene



6980
p21 protein (Cdc42/Rac)-
2361621-2361941



activated kinase 3



7029
ribosomal protein S6 kinase,
2378152-2378437



polypeptide 5



7063
CDC-like kinase 1
2389819-2390124


7073
PDLIM1 interacting kinase
2393123-2393501



1 like



7086
salt inducible kinase 2
2397231-2397606


7124
homeodomain interacting
2409808-2410107



protein kinase 2



7144
serum/glucocorticoid
2416403-2416787



regulated kinase 3



7151
germ cell-specific gene 2
2418878-2419222


7165
cyclin-dependent kinase-
2423119-2423482



like 3



7167
fibroblast growth factor
2423777-2424112



receptor 3



7224
NIMA-related expressed
2443004-2443301



kinase 4



7242
hormonally upregulated
2449048-2449437



Neu-associated kinase



7289
inhibitor of kappaB kinase
2464074-2464378



beta



7487
serum/glucocorticoid
2529508-2529774



regulated kinase 2



7501
3-phosphoinositide dependent
2534260-2534622



protein kinase-1



7507
lymphocyte protein tyrosine
2536052-2536408



kinase



7604
microtubule associated
2567713-2568021



serine/threonine kinase-like



7630
serine/threonine kinase 11
2575716-2576017


7661
MAP/microtubule affinity-
2585629-2585955



regulating kinase 4



7781
proviral integration site 1
2626615-2627001


7784
serine/threonine kinase 17b
2627742-2628087



(apoptosis-inducing)



7797
protein kinase C, epsilon
2632117-2632509


7808
myosin, light polypeptide
2635957-2636283



kinase 2, skeletal muscle



7841
NIMA-related expressed
2646895-2647246



kinase 3



7917
PTK2 protein tyrosine
2672668-2672997



kinase 2 beta



7980
endothelial-specific receptor
2693563-2693919



tyrosine kinase



8109
thymoma viral proto-
2735270-2735575



oncogene 3



8123
citron
2740025-2740319


8173
NUAK family, SNF1-like
2755489-2755818



kinase, 1



8206
activin A receptor, type 1B
2766172-2766565


8328
FAST kinase domains 1
2806153-2806512


8469
activin receptor IIB
2854148-2854509


8556
serine/threonine kinase 30
2882719-2883094


8662
death-associated protein
2918007-2918383



kinase 3



8760
testis-specific serine
2949013-2949363



kinase 6



8792
RIKEN cDNA A630047E20
2959129-2959498



gene



8890
testis-specific serine kinase 4
2988076-2988379


8946
G protein-coupled receptor
3003705-3003945



kinase 1



9035
PAN3 polyA specific
3027117-3027350



ribonuclease subunit homolog




(S. cerevisiae)



9149
mitogen-activated protein
3055949-3056195



kinase 2



9202
calcium/calmodulin-dependent
3067906-3067965



protein kinase IV



9218
ribosomal protein S6 kinase
3070827-3071085



polypeptide 1



9232
apoptosis-associated tyrosine
3074031-3074270



kinase



9252
Eph receptor B4
3078422-3078630


9266
serine/threonine/tyrosine
3081287-3081520



kinase 1



9338
testis-specific serine kinase 1
3097427-3097661


9460
G protein-coupled receptor
3120208-3120400



kinase 4



9526
NUAK family, SNF1-like
3130443-3130616



kinase, 2



9577
FMS-like tyrosine kinase 1
3137414-3137564


9643
testis-specific serine kinase 5
3143809-3143951


9672
calcium/calmodulin-dependent
3146563-3146684



protein kinase 1,



9688
tyrosine kinase, non-receptor, 1
3147699-3147819


9721
phosphorylase kinase gamma 1
3149851-3149854


9722
mitogen-activated protein
3149855-3149946



kinase 7



3157213
mitogen-activated protein
3233617-3233716



kinase 5



3157247
endoplasmic reticulum (ER)
3179284-3179383



to nucleus signaling 1



3157267
mitogen-activated protein
3185971-3186070



kinase kinase kinase 2



3157347
fibroblast growth factor
3276349-3276448



receptor 4



3157427
dual serine/threonine and
3163684-3163783



tyrosine protein kinase



3157453
testis expressed gene 14
3276149-3276248


3157487
NIMA-related expressed
3167184-3167283



kinase 11



3157527
NIMA-related expressed
3275849-3275948



kinase 5



3157545
death-associated protein
3254417-3254516



kinase 2



3157639
spleen tyrosine kinase
3259705-3259804


3157684
doublecortin-like kinase 2
3170684-3170783


3157692
myosin, light polypeptide
3220991-3221090



kinase



3157728
NA
3235317-3235416


3157785
TRAF2 and NCK
3264805-3264904



interacting kinase



3157794
tribbles homolog 2
3204997-3205096



(Drosophila)



3157808
unc-51-like kinase 3
3229117-3229216



(C. elegans)



3157827
insulin receptor
3239817-3239916


3157880
PTK7 protein tyrosine
3277549-3277648



kinase 7



3157993
epidermal growth factor
3166784-3166883



receptor



3158134
anaplastic lymphoma kinase
3247317-3247416


3158136
receptor tyrosine kinase-like
3228817-3228916



orphan receptor 1



3158179
NA
3252117-3252216


3158184
calcium/calmodulin-
3257905-3258004



dependent protein kinase II



3158194
NA
3255705-3255804


3158209
fibroblast growth factor
3207458-3207557



receptor 2



3158279
unc-51-like kinase 4
3273396-3273495



(C. elegans)



3158375
megakaryocyte-associated
3204897-3204996



tyrosine kinase



3158394
bone morphogenetic protein
3218291-3218390



receptor, type 1B
















TABLE 61







Cytochrome reductases










SEQ

Avg
siRNA SEQ


ID NO:
Description
Cov
ID NOs:













1124
P450 (cytochrome) oxidoreductase
18.96
353642-353994


1759
cytochrome b5 reductase 4
14.829
569460-569777


2330
ubiquinol-cytochrome c reductase complex
18.852
763043-763396



chaperone, CBP3 homolog (yeast)


3795
ubiquinol-cytochrome c reductase core protein 1
109.161
1260523-1260890


3799
cytochrome b5 reductase 3
78.623
1261910-1262218


3897
cytochrome b reductase 1
1.445
1294703-1295101


4548
ubiquinol cytochrome c reductase core protein 2
74.045
1511637-1511998


5706
ubiquinol-cytochrome c reductase, Rieske iron-
78.928
1910358-1910701



sulfur polypeptide 1


6495
cytochrome b5 reductase 1
7.465
2195311-2195681


8631
ubiquinol-cytochrome c reductase hinge protein
4.546
2907991-2908330


8675
ubiquinol-cytochrome c reductase binding protein
3.239
2922032-2922391


9127
ubiquinol-cytochrome c reductase, complex III
2.023
3050777-3051054



subunit VII
















TABLE 21







Ubiquitin-thiolesterases











SEQ


Avg
siRNA SEQ


ID NO:
consL
Description
Cov
ID NOs:















7293
ubiquitin specific peptidase 9, X chromosome
6.127
 9772-10147


93
3839
ubiquitin specific peptidase 48
5.077
39432-39822


95
3832
ubiquitin specific peptidase 7
16.622
40175-40559


103
3754
ubiquitin specific peptidase 40
2.183
42743-43018


273
3151
ubiquitin specific peptidase 47
11.289
94293-94582


276
3145
cylindromatosis (turban tumor syndrome)
5.717
95119-95374


335
3057
ubiquitin specific peptidase 8
10.752
111384-111738


514
2833
ubiquitin specific peptidase 10
11.689
161987-162319


598
2741
ubiquitin specific peptidase 15
10.777
185975-186368


625
2714
ubiquitin specific peptidase 25
1.533
194182-194422


834
2567
ubiquitin specific peptidase 38
3.655
258184-258571


931
2523
ubiquitin specific peptidase 4
13.735
289262-289658




(proto-oncogene)


965
2501
ubiquitin specific peptidase 16
11.237
300334-300663


980
2494
ubiquitin specific peptidase 28
6.027
305222-305581


1311
2331
ubiquitin specific peptidase 12
3.674
416087-416477


1499
2245
ubiquitin specific peptidase 33
3.642
480167-480565


1502
2244
ubiquitin specific peptidase 19
7.049
481244-481580


1541
2233
ubiquitin specific peptidase 1
1.24
494093-494468


1612
2205
OTU domain containing 7B
0.437
518572-518901


1660
2188
ubiquitin specific peptidase 54
0.655
535568-535921


1941
2098
ubiquitin specific peptidase 11
3.914
631257-631579


2267
1990
ubiquitin specific peptidase 14
2.01
741691-741995


2275
1989
ubiquitin specific peptidase 39
11.625
744331-744665


2303
1982
ubiquitin specific peptidase 46
1.193
753953-754261


2460
1942
Brca1 associated protein 1
3.462
806747-807089


2596
1909
ubiquitin specific peptidase 21
10.965
853543-853866


2634
1899
ubiquitin specific peptidase 22
1.692
865729-866104


3030
1785
ubiquitin specific peptidase 5 (isopeptidase T)
13.894
1001194-1001562


3074
1774
BRCA1/BRCA2-containing complex, subunit 3
1.488
1015902-1016231


3536
1662
ubiquitin specific peptidase 27,
0.685
1172962-1173239




X chromosome


3558
1654
ubiquitin specific peptidase 52
3.654
1180058-1180445


3714
1620
ubiquitin specific peptidase 30
0.966
1232956-1233353


3842
1586
myb-like, SWIRM and MPN domains 1
0.676
1276194-1276510


3915
1570
ubiquitin specific peptidase 3
6.65
1300512-1300831


4057
1535
ubiquitin specific peptidase 18
3.571
1347935-1348245


4072
1530
proteasome (prosome, macropain) 26S
67.811
1352862-1353184




subunit, non-ATPase, 14


4107
1522
ubiquitin carboxyl-terminal esterase L5
10.895
1364288-1364643


4509
1434
ubiquitin specific peptidase 20
0.904
1498598-1498950


4875
1353
OTU domain containing 5
3.986
1621572-1621944


5615
1187
ubiquitin specific peptidase like 1
1.464
1877785-1878169


5649
1178
STAM binding protein
2.283
1889758-1890088


6996
881
ubiquitin carboxyl-terminal esterase L3
2.405
2367046-2367358




(ubiquitin thiolesterase)


8860
427
ubiquitin carboxyl-terminal esterase L4
0.446
2979143-2979234


8992
395
ataxin 3
0.087
3016154-3016402


9384
291
ubiquitin specific peptidase 53
0.073
3106251-3106450


3157441
263
ubiquitin specific peptidase 50
0.152
3267405-3267504


3157521
192
ubiquitin specific peptidase 37
0.027
3170784-3170883


3157574
1203
ubiquitin specific petidase 45
0.416
3242017-3242116
















TABLE 23







E3 Ubiquitin Protein ligases











SEQ


Avg
siRNA SEQ


ID NO:
consL
Description
Cov
ID NOs:














9
4809
ubiquitin protein ligase E3 component n-recognin 3
2.236
12279-12498


48
4159
SMAD specific E3 ubiquitin protein ligase 2
7.495
24792-25162


64
3999
itchy, E3 ubiquitin protein ligase
4.833
29919-30278


101
3757
ubiquitin protein ligase E3 component n-recognin 5
9.431
42166-42421


143
3560
ubiquitin protein ligase E3C
11.999
55140-55421


936
2521
ubiquitin protein ligase E3 component n-recognin 2
3.175
290987-291365


1355
2311
HECT domain and ankyrin repeat containing,
11.689
431371-431703




E3 ubiquitin protein ligase 1


2414
1956
SMAD specific E3 ubiquitin protein ligase 1
0.804
791272-791663


3279
1724
ubiquitin protein ligase E3 component n-
2.904
1086176-1086492




recognin 7 (putative)


3531
1663
ubiquitin protein ligase E3B
1.82
1171311-1171631


3906
1573
WW domain containing E3 ubiquitin protein ligase 2
1.581
1297605-1297894


4078
1528
WW domain containing E3 ubiquitin protein ligase 1
0.308
1354729-1355093


6165
1066
G2/M-phase specific E3 ubiquitin ligase
0.358
2077605-2078002


6645
960
ubiquitin protein ligase E3 component n-recognin 1
0.266
2248043-2248415


6760
934
ubiquitin protein ligase E3A
0.576
2287890-2288245


3157485
2014
ubiquitin protein ligase E3 component n-recognin 4
0.639
3209658-3209757


3157673
192
HECT, C2 and WW domain containing E3
0.017
3269496-3269595




ubiquitin protein ligase 2
















TABLE 24







STATs











SEQ


Avg
siRNA SEQ


ID NO:
consL
Description
Cov
ID NOs:














540
2799
signal transducer & activator of
1.323
169415-169753




transcription 5B


887
2543
signal transducer & activator of transcription 1
5.548
274540-274924


2234
2001
signal transducer & activator of transcription 6
2.945
730267-730586


2249
1997
signal transducer & activator of transcription 3
0.987
735545-735924


3913
1571
signal transducer & activator of
1.268
1299843-1300222




transcription 5A


3157484
433
signal transducer & activator of transcription 2
0.099
3168284-3168383


3157597
252
signal transducer & activator of transcription 4
0.087
3226517-3226616
















TABLE 27







Stress Response Genes











SEQ


Avg
siRNA SEQ


ID NO:
consL
Description
Cov
ID NOs:














74
3956
mitogen-activated protein kinase kinase
10.121
33333-33668




kinase kinase 4


221
3285
hypoxia up-regulated 1
59.506
78625-79007


279
3139
methyl CpG binding protein 2
1.23
95910-96141


345
3034
glycogen synthase kinase 3 beta
0.647
114424-114743


444
2900
heat shock protein 4
15.95
142820-143094


476
2865
heat shock 105 kDa/110 kDa protein 1
19.863
151195-151420


485
2858
AHA1, activator of heat shock protein
16.103
153831-154084




ATPase homolog 2 (yeast)


579
2758
heat shock protein 90, β(Grp94), member 1
606.207
180574-180954


594
2744
heat shock protein 90, (cytosolic), class A
93.844
184698-184927




member 1


827
2572
heat shock protein 9
28.56
255926-256325


977
2496
heat shock protein 90 alpha (cytosolic), class
609.5
304274-304591




B member 1


1384
2293
TNF receptor-associated protein 1
66.2
441242-441639


1489
2250
mitogen-activated protein kinase associated
9.725
476915-477307




protein 1


1798
2143
eukaryotic translation initiation factor 2 alpha
2.779
582987-583297




kinase 4


1842
2130
MAP kinase-interacting serine/threonine
2.895
597880-598207




kinase 2


1967
2087
serum/glucocorticoid regulated kinase 1
4.001
640401-640729


1979
2085
histone deacetylase 5
7.779
644628-644970


2076
2052
DnaJ (Hsp40) homolog, subfamily B,
9.75
677203-677558




member 1


2096
2045
mitogen-activated protein kinase 14
7.294
683848-684174


2272
1990
heat shock factor 2
2.598
743398-743788


2297
1984
protein phosphatase 3, catalytic subunit,
4.715
751950-752267




alpha isoform


2372
1964
Ser (or Cys) peptidase inhibitor clade H member 1
125.59
777036-777317


2530
1925
misshapen-like kinase 1 (zebrafish)
1.615
830880-831232


2756
1869
heat shock factor 1
25.227
907582-907889


2779
1862
homocysteine-inducible, endoplasmic reticulum
19.826
915394-915727




stress-inducible, ubiquitin-like domain member 1


2929
1822
protein disulfide isomerase associated 5
42.884
966735-967056


2974
1807
heat shock protein 2
5.538
982428-982785


3063
1776
heat shock protein 8
38.69
1012333-1012621


3137
1761
eukaryotic translation initiation factor 2 alpha
9.682
1037660-1038052




kinase 1


3151
1757
cancer susceptibility candidate 3
6.742
1042529-1042877


3589
1647
calmodulin binding transcription activator 2
0.784
1190341-1190653


3699
1623
transforming, acidic coiled-coil containing
13.073
1227651-1228044




protein 3


3754
1611
isocitrate dehydrogenase 2 (NADP+),
8.177
1246485-1246791




mitochondrial


3839
1586
MAP kinase-interacting serine/threonine
2.216
1275270-1275564




kinase 1


3943
1563
eukaryotic translation initiation factor 2, subnt 1
14.063
1309599-1309969


4201
1500
eukaryotic translation initiation factor 2
2.46
1396283-1396617




kinase 3


4434
1453
protein kinase, interferon inducible double
5.527
1474052-1474353




stranded RNA dependent activator


4947
1338
protein kinase, AMP-activated, beta 1 non-
5.753
1646526-1646858




catalytic subunit


5002
1323
AHA1, activator of heat shock protein
93.621
1665415-1665746




ATPase homolog 1 (yeast)


5155
1287
protein kinase, AMP-activated, gamma 1
12.934
1717347-1717743




non-catalytic subunit


5251
1271
antigenic determinant of rec-A protein
1.928
1750245-1750559


5295
1259
nuclear receptor subfamily 4, group A,
0.73
1765734-1766070




member 2


5303
1258
protein kinase, AMP-activated, gamma 2
0.729
1767887-1768173




non-catalytic subunit


5406
1236
cold inducible RNA binding protein
32.931
1804466-1804836


5424
1231
SMT3 suppressor of mif two 3 homolog 1
10.803
1810772-1811128




(yeast)


6622
965
pyrroline-5-carboxylate reductase 1
0.9
2239835-2240228


7418
785
myeloid differentiation primary response
2.514
2506840-2507215




gene 116


7981
638
Parkinson disease (autosomal recessive,
47.839
2693920-2694252




early onset) 7


8048
615
RIKEN cDNA 2310016C08 gene
1.503
2715913-2716256


8085
605
protein phosphatase 1, regulatory (inhibitor)
0.176
2727942-2728269




subunit 15b


8155
587
sphingomyelin phosphodiesterase 3, neutral
0.179
2750331-2750645


8336
539
heat shock protein 1
3.124
2809108-2809434


8405
517
heat shock protein 1 (chaperonin 10)
4.477
2833031-2833420


8780
444
HIG1 domain family, member 1A
0.685
2955263-2955620


8954
403
junction-mediating and regulatory protein
0.09
3005715-3006035


9679
173
heat shock protein 1B
0.091
3147029-3147080


9722
149
mitogen-activated protein kinase kinase 7
0.089
3149855-3149946


3157247
594
endoplasmic reticulum (ER) to nucleus
0.18
3179284-3179383




signaling 1


3157505
644
crystallin, alpha B
0.99
3280749-3280848


3157706
999
family with sequence similarity 129, member A
0.792
3219891-3219990


3158121
3735
transformation related protein 53 inducible
2.567
3197071-3197170




nuclear protein 1


3158350
787
response to stress
0.417
3201697-3201796
















TABLE 28







Glycosyltransferases











SEQ


Avg
siRNA SEQ


ID NO:
consL
Description
Cov
ID NOs:














150
3549
UDP-N-acetyl-alpha-D-galactosamine:polypeptide
11.757
57147-57422




N-acetylgalactosaminyltransferase 1


178
3411
UDP-N-acetyl-alpha-D-galactosamine:polypeptide
22.835
65737-65999




N-acetylgalactosaminyltransferase 2


270
3158
UDP-GalNAc:betaGlcNAc beta 1,3-
4.224
93348-93655




galactosaminyltransferase, polypeptide 2


310
3102
nicotinamide phosphoribosyltransferase
5.348
104902-105169


439
2903
poly (ADP-ribose) polymerase family, member 1
23.907
141472-141718


676
2680
fucosyltransferase 8
9.927
209841-210227


818
2576
poly (ADP-ribose) polymerase family, member 8
6.624
253302-253609


1075
2439
TCDD-inducible poly(ADP-ribose) polymerase
8.079
337086-337454


1172
2394
exostoses (multiple) 1
13.888
370087-370311


1284
2341
WD repeat and FYVE domain containing 3
0.277
407115-407476


1580
2217
beta 1,3-galactosyltransferase-like
3.289
507336-507709


1671
2185
phosphatidylinositol glycan anchor
2.327
539094-539385




biosynthesis, class Q


1720
2167
protein-O-mannosyltransferase 2
1.099
555946-556293


1813
2138
poly (ADP-ribose) polymerase family, member 16
4.303
588191-588503


1869
2123
O-linked N-acetylglucosamine (GlcNAc)
0.839
607012-607348




transferase (UDP-N-




acetylglucosamine:polypeptide-N-




acetylglucosaminyl transferase)


1899
2113
glycogen synthase 1, muscle
2.695
617021-617381


1998
2081
exostoses (multiple)-like 3
0.53
650808-651119


2056
2058
liver glycogen phosphorylase
4.632
670012-670314


2088
2048
ST3 beta-galactoside alpha-2,3-sialyltransferase 1
5.651
681105-681454


2167
2021
ST3 beta-galactoside alpha-2,3-
13.01
707535-707870




sialyltransferase 4


2174
2019
brain glycogen phosphorylase
3.301
709790-710087


2211
2008
glycosyltransferase-like domain containing 1
3.796
722365-722668


2254
1995
mannoside acetylglucosaminyltransferase 4,
27.246
737377-737697




isoenzyme B


2363
1967
exostoses (multiple) 2
12.067
774056-774354


2417
1954
mannoside acetylglucosaminyltransferase 2
5.098
792371-792746


2557
1918
UDP-glucose ceramide glucosyltransferase
1.94
840181-840538


2589
1909
UDP-Gal:betaGlcNAc beta 1,4-
18.933
851115-851489




galactosyltransferase, polypeptide 3


2597
1909
UDP-GlcNAc:betaGal beta-1,3-N-
2.935
853867-854128




acetylglucosaminyltransferase 9


2696
1886
glycosyltransferase 25 domain containing 1
29.095
886942-887213


2783
1861
protein O-fucosyltransferase 2
28.156
916726-917035


2830
1851
asparagine-linked glycosylation 12 homolog
9.883
932756-933070




(yeast, alpha-1,6-mannosyltransferase)


2920
1824
asparagine-linked glycosylation 8 homolog
6.563
963558-963865




(yeast, alpha-1,3-glucosyltransferase)


3065
1776
UDP-N-acetyl-alpha-D-
1.546
1013002-1013376




galactosamine:polypeptide N-




acetylgalactosaminyltransferase 10


3249
1736
UDP-GlcNAc:betaGal beta-1,3-N-
5.258
1075997-1076374




acetylglucosaminyltransferase 2


3332
1709
UDP-GlcNAc:betaGal beta-1,3-N-
24.577
1104024-1104401




acetylglucosaminyltransferase 1


3411
1689
ST3 beta-galactoside alpha-2,3-
3.964
1131123-1131445




sialyltransferase 3


3472
1674
glycogenin
12.806
1151366-1151643


3484
1672
ST3 beta-galactoside alpha-2,3-
21.148
1155324-1155711




sialyltransferase 5


3594
1646
phosphatidylinositol glycan anchor
0.64
1191982-1192311




biosynthesis, class M


3711
1621
nicotinate phosphoribosyltransferase domain
9.212
1231855-1232201




containing 1


3731
1616
glucan (1,4-alpha-), branching enzyme 1
2.847
1238609-1238920


3887
1577
UDP-Gal:betaGlcNAc beta 1,4-
5.414
1291326-1291668




galactosyltransferase, polypeptide 2


3937
1565
exostoses (multiple)-like 2
2.123
1307522-1307889


4007
1548
protein-O-mannosyltransferase 1
1.418
1331135-1331436


4105
1522
UDP-N-acetyl-alpha-D-galactosamine:polypeptide
1.816
1363583-1363970




N-acetylgalactosaminyltransferase 11


4177
1507
RIKEN cDNA A130022J15 gene
1.007
1387950-1388266


4186
1504
ST6 (alpha-N-acetyl-neuraminyl-2,3-beta-
5.237
1391079-1391449




galactosyl-1,3)-N-acetylgalactosaminide




alpha-2,6-sialyltransferase 6


4319
1476
ST3 beta-galactoside alpha-2,3-sialyltransferase 2
1.043
1435989-1436317


4391
1460
dolichyl-phosphate (UDP-N-
10.516
1460002-1460374




acetylglucosamine)




acetylglucosaminephosphotransferase 1




(GlcNAc-1-P transferase)


4654
1402
UDP-N-acetyl-alpha-D-galactosamine:
0.782
1546609-1546999




polypeptide N-acetylgalactosaminyltransferase 7


4671
1399
UDP-Gal:betaGlcNAc beta 1,4-
3.652
1552461-1552728




galactosyltransferase, polypeptide 4


4673
1398
phosphatidylinositol glycan anchor
0.875
1553085-1553453




biosynthesis, class V


4701
1392
UDP-Gal:betaGlcNAc beta 1,4-
2.241
1562813-1563108




galactosyltransferase, polypeptide 5


4795
1370
asparagine-linked glycosylation 1 homolog
4.698
1594394-1594762




(yeast, beta-1,4-mannosyltransferase)


4883
1350
glycosyltransferase 8 domain containing 1
12.347
1624267-1624637


4914
1345
UDP-Gal:betaGlcNAc beta 1,4-
0.514
1635173-1635561




galactosyltransferase, polypeptide 6


4945
1339
mannoside acetylglucosaminyltransferase 5
0.5
1645857-1646201


5003
1323
poly (ADP-ribose) polymerase family, member 6
1.689
1665747-1666131


5314
1256
phosphatidylinositol glycan anchor
1.768
1771843-1772168




biosynthesis, class A


5410
1235
queuine tRNA-ribosyltransferase 1
3.554
1805877-1806240


5523
1206
xylosylprotein beta1,4-galactosyltransferase,
4.56
1845828-1846182




polypeptide 7 (galactosyltransferase I)


5541
1201
phosphatidylinositol glycan anchor
1.816
1852108-1852474




biosynthesis, class C


5577
1195
poly (ADP-ribose) polymerase family, member 2
2.269
1864411-1864683


5594
1191
mannoside acetylglucosaminyltransferase 1
3.072
1870192-1870557


5596
1190
uridine monophosphate synthetase
2.109
1870945-1871338


5603
1189
like-glycosyltransferase
1.088
1873387-1873696


5740
1158
protein O-linked mannose beta1,2-N-
2.323
1922712-1923111




acetylglucosaminyltransferase


5782
1148
UDP-Gal:betaGal beta 1,3-
2.721
1938009-1938394




galactosyltransferase, polypeptide 6


5811
1143
UDP-GalNAc:betaGlcNAc beta 1,3-
1.658
1948459-1948787




galactosaminyltransferase, polypeptide 1


6018
1098
phosphatidylinositol glycan anchor
0.881
2023895-2024261




biosynthesis, class B


6204
1057
methylthioadenosine phosphorylase
15.667
2091342-2091736


6220
1053
asparagine-linked glycosylation 5 homolog (yeast,
4.737
2097263-2097647




dolichyl-phosphate beta-glucosyltransferase)


6257
1043
UDP-GlcNAc:betaGal beta-1,3-N-
0.564
2110626-2111006




acetylglucosaminyltransferase-like 1


6374
1019
asparagine-linked glycosylation 11 homolog
1.981
2151968-2152316




(yeast, alpha-1,2-mannosyltransferase)


6415
1008
glycosyltransferase 8 domain containing 3
0.363
2166772-2167170


6428
1006
core 1 synthase, glycoprotein-N-
0.85
2171365-2171714




acetylgalactosamine 3-β-galactosyltransferase, 1


6531
983
hypoxanthine guanine phosphoribosyl
40.474
2207724-2208109




transferase 1


6806
924
purine-nucleoside phosphorylase 1
10.99
2304356-2304474


6857
913
protein O-fucosyltransferase 1
0.441
2321807-2322122


6893
904
asparagine-linked glycosylation 2 homolog
0.997
2332768-2333127




(yeast, alpha-1,3-mannosyltransferase)


6925
899
dolichol-phosphate (beta-D)
3.276
2343195-2343568




mannosyltransferase 1


6955
891
asparagine-linked glycosylation 9 homolog
1.514
2353366-2353756




(yeast, alpha 1,2 mannosyltransferase)


7217
834
poly (ADP-ribose) polymerase family, member 14
0.115
2440491-2440873


7484
767
UDP-Gal:betaGlcNAc beta 1,4-
0.387
2528454-2528763




galactosyltransferase, polypeptide 1


7778
694
RFNG O-fucosylpeptide 3-beta-N-
1.377
2625536-2625911




acetylglucosaminyltransferase


7893
663
phosphatidylinositol glycan anchor
5.595
2664400-2664764




biosynthesis, class P


8007
632
asparagine-linked glycosylation 6 homolog
1.15
2702432-2702775




(yeast, alpha-1,3,-glucosyltransferase)


8072
608
dolichol-phosphate (beta-D)
1.511
2724089-2724407




mannosyltransferase 2


8110
598
LFNG O-fucosylpeptide 3-beta-N-
0.277
2735576-2735965




acetylglucosaminyltransferase


8126
593
fucosyltransferase 11
0.72
2740650-2740952


8137
591
asparagine-linked glycosylation 13 homolog
1.131
2744301-2744619




(S. cerevisiae)


8277
553
adenine phosphoribosyl transferase
7.251
2789152-2789451


8302
547
poly (ADP-ribose) polymerase family,
0.182
2797670-2797988




member 11


8323
541
ADP-ribosyltransferase 3
0.457
2804437-2804812


8510
493
UDP-Gal:betaGlcNAc beta 1,3-
0.099
2867869-2868208




galactosyltransferase, polypeptide 1


8536
489
UDP-N-acetyl-alpha-D-
0.096
2876241-2876595




galactosamine:polypeptide N-




acetylgalactosaminyltransferase 4


8900
417
UDP glucuronosyltransferase 1 family,
0.382
2990930-2991111




polypeptide A6B


9154
351
UDP glucuronosyltransferase 1 family,
0.106
3057120-3057211




polypeptide A6A


9275
322
UDP-GlcNAc:betaGal beta-1,3-N-
0.228
3083416-3083607




acetylglucosaminyltransferase 4


3157421
431
glycosyltransferase 8 domain containing 2
0.2
3173684-3173783


3157495
1014
phosphatidylinositol glycan anchor biosynthesis,
1.147
3183184-3183283




class H


3157929
501
ADP-ribosyltransferase 2b
0.579
3280549-3280648


3157944
155
beta-1,4-N-acetyl-galactosaminyl transferase 2
0.038
3175384-3175483


3157960
2282
ST8-N-acetyl-neuraminide-2,8-sialyltransferase 4
1.629
3246817-3246916


3158019
362
ABO blood group (transferase A, 1-3-N-
0.204
3185571-3185670




acetylgalactosaminyltransferase, transferase B, 1-




3-galactosyltransferase)


3158211
343
ST6 (-N-acetyl-neuraminyl-2,3-β-galactosyl-1,3)-
0.282
3260605-3260704




N-acetylgalactosaminide-2,6-sialyltransferase 4


3158222
726
asparagine-linked glycosylation 10 homolog B
0.262
3163121-3163220




(yeast, -1,2-glucosyltransferase)
















TABLE 29







GTPase activators











SEQ


Avg
siRNA SEQ


ID NO:
consL
Description
Cov
ID NOs:














15
4557
RIKEN cDNA B230339M05 gene
3.965
14108-14438


58
4061
TBC1 domain family, member 2B
20.58
27984-28289


102
3754
neurofibromatosis 1
1.523
42422-42742


128
3628
regulator of G-protein signaling 17
3.266
50726-50999


231
3253
SLIT-ROBO Rho GTPase activating protein 2
3.644
81642-81883


288
3130
ArfGAP with SH# domain, ankyrin repeat
5.511
98329-98712




and PH domain 1


339
3047
active BCR-related gene
7.246
112574-112969


382
2979
breakpoint cluster region
3.754
125289-125540


385
2977
GTPase activating RANGAP domain-like 1
1.897
126120-126355


422
2926
Rho GTPase activating protein 18
15.948
136578-136825


469
2875
ralA binding protein 1
6.921
149400-149662


574
2762
GTPase activating protein and VPS9
3.958
179030-179286




domains 1


651
2697
USP6 N-terminal like
3.097
202215-202493


743
2635
signal-induced proliferation-associated 1 like 1
5.005
230159-230551


766
2610
Rho GTPase activating protein 21
4.9
236928-237164


872
2550
ArfGAP with GTPase domain, ankyrin repeat
0.806
269740-270071




and PH domain 1


877
2547
Rho GTPase activating protein 22
46.084
271221-271503


919
2530
IQ motif containing GTPase activating
7.731
285026-285361




protein 2


1013
2474
ArfGAP with FG repeats 1
7.52
316623-316999


1019
2471
TBC1 domain family, member 1
3.523
318888-319270


1021
2471
Rho GTPase activating protein 24
7.769
319636-320032


1180
2390
G protein-coupled receptor kinase-interactor 1
9.642
372750-373054


1202
2381
G protein-coupled receptor kinase-interactor 2
1.721
380043-380305


1209
2378
tuberous sclerosis 2
2.396
382192-382530


1231
2366
ADP-ribosylation factor GTPase activating
13
389186-389510




protein 2


1237
2364
rabaptin, RAB GTPase binding effector protein 1
1.86
391313-391594


1251
2357
G-protein signalling modulator 2 (AGS3-
25.263
396073-396448




like, C. elegans)


1391
2292
ecotropic viral integration site 5 like
2.064
443532-443866


1408
2285
TBC1 domain family, member 15
5.501
449214-449575


1410
2285
Rho GTPase activating protein 12
1.14
449921-450284


1449
2267
guanosine diphosphate (GDP) dissociation
25.652
463287-463618




inhibitor 1


1479
2253
TBC1 domain family, member 10b
11.038
473445-473815


1513
2240
RAN GTPase activating protein 1
12.173
484741-485095


1562
2226
small G protein signaling modulator 3
9.371
501162-501548


1634
2197
Rho GTPase activating protein 29
3.76
526292-526588


1642
2193
IQ motif containing GTPase activating protein 1
0.799
529103-529460


1649
2191
ADP-ribosylation factor GTPase activating
17.61
531693-532043




protein 1


1752
2158
ArfGAP with GTPase domain, ankyrin repeat
11.364
567066-567372




and PH domain 3


1803
2141
Rho GTPase activating protein 17
3.223
584731-585028


1858
2125
TBC1 domain family, member 9B
5.288
603350-603639


1886
2116
ArfGAP with RhoGAP domain, ankyrin
4.242
612818-613159




repeat and PH domain 3


1922
2106
stromal membrane-associated protein 1
12.305
624987-625343


1926
2104
Rho guanine nucleotide exchange factor
5.042
626255-626602




(GEF) 1


2031
2067
TBC1 domain family, member 25
6.666
661569-661914


2165
2022
RIKEN cDNA A230067G21 gene
0.566
706803-707157


2223
2004
Ras and Rab interactor 2
5.703
726472-726765


2289
1985
amyotrophic lateral sclerosis 2 (juvenile)
0.792
749132-749432




homolog (human)


2291
1985
TBC1 domain family, member 17
6.336
749822-750199


2301
1983
ADP-ribosylation factor GTPase activating
5.309
753270-753612




protein 3


2309
1981
RAB GTPase activating protein 1-like
1.389
755934-756259


2365
1966
stromal membrane-associated GTPase-
7.748
774678-775049




activating protein 2


2419
1954
RAB3 GTPase activating protein subunit 1
1.494
793063-793349


2479
1938
oligophrenin 1
2.039
813214-813607


2534
1925
signal-induced proliferation associated gene 1
3.696
832257-832632


2559
1917
guanosine diphosphate (GDP) dissociation
4.745
840859-841143




inhibitor 2


2621
1902
Rac GTPase-activating protein 1
19.316
861408-861766


2622
1902
RAS p21 protein activator 3
2.103
861767-862055


2695
1886
TBC1 domain family, member 22a
1.294
886641-886941


2854
1845
leucine-rich repeat kinase 2
1.495
940941-941325


2862
1841
ArfGAP with coiled-coil, ankyrin repeat and
1.693
943650-943952




PH domains 2


3038
1783
Rho GDP dissociation inhibitor (GDI) alpha
85.766
1003934-1004232


3084
1771
myosin IXb
1.071
1019313-1019670


3134
1761
resistance to inhibitors of cholinesterase 8
5.191
1036587-1036933




homolog (C. elegans)


3144
1759
disabled homolog 2 (Drosophila) interacting
1.484
1040220-1040553




protein


3163
1754
rabaptin, RAB GTPase binding effector
3.591
1046902-1047174




protein 2


3512
1667
RAS p21 protein activator 4
1.866
1164603-1164943


3637
1637
Rho GTPase activating protein 25
4.095
1206771-1207157


3644
1635
phosphatidylinositol-3,4,5-trisphosphate-
2.011
1209078-1209429




dependent Rac exchange factor 2


3676
1627
ArfGAP with RhoGAP domain, ankyrin
0.823
1219997-1220302




repeat and PH domain 1


3750
1612
SLIT-ROBO Rho GTPase activating protein 3
1.234
1245082-1245453


3760
1610
TBC1 domain family, member 20
6.983
1248542-1248863


3805
1596
signal-induced proliferation-associated 1 like 2
1.048
1263925-1264323


3902
1573
GIPC PDZ domain containing family,
31.917
1296244-1296541




member 1


3911
1571
TBC1 domain family, member 23
0.785
1299237-1299523


4133
1516
ALS2 C-terminal like
1.264
1373305-1373600


4479
1441
DEP domain containing 1B
2.389
1489111-1489393


4536
1428
Rho GTPase activating protein 1
2.875
1507506-1507890


4552
1425
Rho GTPase activating protein 6
0.435
1512969-1513333


4775
1373
ecotropic viral integration site 5
1.536
1587335-1587660


4892
1348
ADP-ribosylation factor-like 2 binding
13.977
1627434-1627798




protein


4971
1331
WD repeat domain 67
0.743
1654864-1655263


5128
1294
TBC1 domain family, member 10c
1.46
1708143-1708504


5234
1274
TBC1 domain family, member 4
0.291
1744511-1744853


5247
1272
choroidermia
0.842
1749109-1749507


5475
1218
DEP domain containing 1a
0.524
1828873-1829271


5704
1165
Rho GTPase activating protein 10
4.456
1909622-1909976


5893
1127
RIKEN cDNA 4933428G20 gene
0.385
1978396-1978755


6057
1091
TBC1 domain family, member 7
8.529
2037948-2038347


6189
1061
SH3-domain binding protein 1
2.587
2085849-2086155


6387
1016
development and differentiation enhancing
0.44
2156641-2157022




factor 2


6449
1001
TBC1 domain family, member 14
0.485
2178913-2179271


6597
969
G-protein signalling modulator 3 (AGS3-
10.243
2231290-2231663




like, C. elegans)


6629
963
ankyrin repeat domain 27 (VPS9 domain)
0.299
2242342-2242728


6789
928
Rho GTPase activating protein 19
0.204
2298285-2298665


7012
877
TBC1 domain family, member 24
0.285
2372442-2372763


7028
874
T-cell lymphoma invasion and metastasis 2
0.333
2377813-2378151


7443
777
TBC1 domain family, member 8
0.219
2515218-2515579


7553
749
choroideremia-like
0.203
2551113-2551507


7888
664
StAR-related lipid transfer (START) domain
0.12
2662630-2662978




containing 13


7967
642
RAN binding protein 1
2.033
2689665-2689951


8020
627
Rho GTPase-activating protein
0.115
2706942-2707263


8021
626
RAS p21 protein activator 2
0.141
2707264-2707590


8342
537
Rho GTPase activating protein 28
0.108
2811107-2811423


8393
522
proline rich 5 (renal)
0.462
2828643-2828993


8701
458
TBC1 domain family, member 13
0.867
2930463-2930783


8702
458
family with sequence similarity 13, member B
0.273
2930784-2931124


8792
441
RIKEN cDNA A630047E20 gene
0.215
2959129-2959498


8865
425
CDC42 GTPase-activating protein
0.055
2980492-2980833


8990
396
GTPase activating RANGAP domain-like 3
0.117
3015728-3016007


9085
369
glucocorticoid receptor DNA binding factor 1
0.084
3040212-3040461


9146
354
ArfGAP with FG repeats 2
0.239
3055161-3055411


9161
349
RAB GTPase activating protein 1
0.083
3058415-3058689


9322
307
Ras and Rab interactor 1
0.073
3093895-3094135


9483
252
G-protein signalling modulator 1 (AGS3-
0.075
3123987-3124129




like, C. elegans)


9653
186
Rho GTPase activating protein 27
0.054
3144717-3144852


9665
179
regulator of G-protein signaling 2
0.059
3145905-3146047


3157157
1019
Rho guanine nucleotide exchange factor
0.439
3188671-3188770




(GEF) 19


3157282
1366
regulator of G protein signaling 7
1.027
3244017-3244116


3157556
1034
SLIT-ROBO Rho GTPase activating protein 1
0.398
3185171-3185270


3157624
439
Rho GTPase activating protein 9
0.242
3186071-3186170


3157647
369
Rho GTPase activating protein 20
0.059
3273896-3273995


3157800
319
Ras and Rab interactor 3
0.082
3255305-3255404


3157893
356
muscle-related coiled-coil protein
0.173
3166984-3167083


3158205
1690
TBC1D12: TBC1 domain family, member 12
2.618
3168384-3168483


3158329
1467
synapse defective 1, Rho GTPase, homolog 1
1.092
3213858-3213957




(C. elegans)


3158404
1495
NA
0.581
3227117-3227216
















TABLE 65







GTPases











SEQ


Avg
siRNA SEQ


ID NO:
consL
Description
Covg
ID NOs:














47
4181
eukaryotic translation initiation factor 5B
7.249
24507-24791


121
3653
G1 to S phase transition 1
4.531
48461-48813


309
3103
guanine nucleotide binding protein (G
308.482
104658-104901




protein), beta 1


333
3061
guanine nucleotide binding protein (G
12.233
110847-111128




protein), alpha inhibiting 3


491
2850
eukaryotic translation elongation factor 2
331.312
155612-155855


498
2844
signal recognition particle receptor
23.636
157648-157932




(‘docking protein’)


758
2618
elongation factor Tu GTP binding domain
10.74
234313-234699




containing 1


869
2551
Ras-related GTP binding C
52.673
268890-269114


872
2550
ArfGAP with GTPase domain, ankyrin
0.806
269740-270071




repeat and PH domain 1


874
2549
elongation factor Tu GTP binding domain
13.667
270373-270590




containing 2


938
2520
G elongation factor, mitochondrial 1
60.355
291757-292001


1104
2424
ras homolog gene family, member Q
4.127
346976-347213


1333
2322
dynamin 2
10.975
423531-423830


1378
2296
mitofusin 1
1.418
439108-439451


1397
2290
RAS-related C3 botulinum substrate 1
73.806
445639-445879


1487
2250
guanine nucleotide binding protein, alpha q
1.455
476277-476517




polypeptide


1520
2239
optic atrophy 1 homolog (human)
2.52
487010-487405


1709
2172
guanine nucleotide binding protein (G
70.605
552132-552530




protein), alpha inhibiting 2


1769
2154
EH-domain containing 1
11.604
572945-573251


1816
2137
dynamin 1-like
4.171
589195-589429


1944
2097
cell division cycle 42 homolog (S. cerevisiae)
189.607
632324-632630


2009
2076
guanine nucleotide binding protein, alpha
2.993
654543-654775




13


2124
2034
ras homolog gene family, member A
135.612
693012-693333


2488
1937
GTP binding protein 2
5.681
816419-816817


2525
1927
myxovirus (influenza virus) resistance 2
8.118
829145-829432


2560
1916
EH-domain containing 2
3.355
841144-841487


2575
1913
Hbs1-like (S. cerevisiae)
2.621
846230-846577


2700
1885
GUF1 GTPase homolog (S. cerevisiae)
4.872
888158-888500


2834
1851
neuroblastoma ras oncogene
2.46
934198-934494


2857
1844
guanine nucleotide binding protein, alpha
2.474
942072-942447




transducing 1


2918
1824
eukaryotic translation initiation factor 2,
14.911
962789-963172




subunit 3, structural gene X-linked


3009
1792
eukaryotic elongation factor,
3.035
994350-994678




selenocysteine-tRNA-specific


3041
1782
GTP binding protein 1
3.109
1004869-1005198


3244
1737
tubulin, alpha 1B
543.754
1074476-1074632


3372
1701
guanine nucleotide binding protein (G
5.812
1117711-1118107




protein), beta 4


3427
1687
RAB5A, member RAS oncogene family
21.29
1136305-1136633


3455
1678
guanine nucleotide binding protein, alpha O
0.792
1145689-1145997


3661
1631
tubulin, beta 5
61.529
1214795-1215127


3670
1628
atlastin GTPase 3
1.006
1217824-1218196


3715
1620
tubulin, gamma 1
36.02
1233354-1233745


3812
1594
tubulin, alpha 1A
100.894
1266291-1266518


3829
1591
guanine nucleotide binding protein (G protein)
74.137
1271846-1272244




β2


3862
1582
guanine nucleotide binding protein, 11
4.154
1282881-1283160


3992
1550
tubulin, 1C
191.248
1326132-1326373


4044
1539
tubulin, β2C
81.933
1343483-1343875


4168
1509
G elongation factor, mitochondrial 2
1.773
1384797-1385138


4180
1507
mitofusin 2
4.551
1389006-1389340


4212
1498
RAB5C, member RAS oncogene family
34.285
1400104-1400434


4325
1476
eukaryotic translation elongation factor 1 2
3.269
1437945-1438305


4398
1459
tubulin, alpha 4A
8.154
1462310-1462667


4458
1447
GTP binding protein 3
3.549
1482368-1482685


4496
1437
GNAS (guanine nucleotide binding protein,
670.983
1494365-1494682




alpha stimulating) complex locus


4559
1425
RAS-related protein-1a
12.202
1515193-1515550


4689
1394
mitochondrial translational initiation factor 2
1.08
1558510-1558896


4774
1373
guanylate binding protein 2
1.175
1586947-1587334


4912
1345
v-Ki-ras2 Kirsten rat sarcoma viral
3.151
1634477-1634773




oncogene homolog


5185
1283
Tu translation elongation factor,
19.719
1727760-1728085




mitochondrial


5399
1238
RAN, member RAS oncogene family
61.287
1802120-1802418


5621
1186
ras homolog gene family, member G
3.894
1879861-1880245


5703
1165
guanine nucleotide binding protein, 12
3.153
1909321-1909621


5909
1123
RAB34, member of RAS oncogene family
14.774
1984213-1984547


6358
1022
EH-domain containing 3
1.748
2146156-2146534


6499
987
guanine nucleotide binding protein
0.658
2196424-2196754




(G protein), inhibiting 1


6599
969
epsilon-tubulin 1
0.387
2232061-2232442


6669
955
ras homolog gene family, member U
0.296
2256530-2256915


6843
915
RAB13, member RAS oncogene family
14.169
2316888-2317279


7557
748
ADP-ribosylation factor related protein 1
2.613
2552598-2552994


7670
721
myxovirus (influenza virus) resistance 1
0.687
2588615-2588951


7944
647
ras homolog gene family, member J
0.275
2681897-2682206


7975
639
tubulin, beta 3
2.093
2692217-2692262


8248
561
tubulin, beta 4
0.376
2779208-2779248


8318
541
T-cell specific GTPase
0.193
2802893-2803167


8330
540
atlastin GTPase 2
0.154
2806902-2807275


8367
530
ADP-ribosylation factor-like 4A
0.247
2819826-2820225


8407
517
guanine nucleotide binding protein, alpha
0.16
2833728-2833995




stimulating, olfactory type


8423
514
guanine nucleotide binding prot (G protein), β 3
0.305
2839381-2839711


8694
459
tubulin, alpha 3A
0.369
2928173-2928397


8711
456
guanylate binding protein 5
0.254
2933557-2933829


8739
451
tubulin, alpha 8
0.315
2942782-2943028


9004
392
tubulin, beta 2A
2.629
3019264-3019285


9250
330
tubulin, beta 2B
0.402
3078180-3078203


9400
283
guanine nucl binding prot. (G protein), γ 3
0.168
3109391-3109586


9520
237
RAS-like, family 2, locus 9
0.34
3129635-3129703


9605
205
RAS-related C3 botulinum substrate 2
0.555
3140533-3140548


3157235
968
Ras-like without CAAX 2
1.124
3191071-3191170


3157288
395
RAB5B, member RAS oncogene family
0.422
3248917-3249016


3157535
325
interferon inducible GTPase 1
0.11
3164284-3164383


3157709
573
guanine nucl binding prot, transducing 2
0.496
3265005-3265104


3157755
370
interferon gamma induced GTPase
0.182
3283049-3283148


3157887
312
dynamin 3
0.068
3263705-3263804


3158025
336
RAB37, member of RAS oncogene family
0.154
3216491-3216590


3158055
477
tubulin, alpha-like 3
0.154
3281749-3281848


3158311
545
RAS, dexamethasone-induced 1
0.595
3272596-3272695
















TABLE 66







Cytoskeleton











SEQ


Avg
siRNA SEQ


ID NO:
consL
Description
Covg
ID NOs:














19
4458
platelet-activating factor acetylhydrolase,
4.915
15430-15711




isoform 1b, subunit 1


33
4278
bicaudal D homolog 2 (Drosophila)
8.144
19767-20155


38
4237
hook homolog 3 (Drosophila)
2.298
21465-21748


44
4201
SH3-domain kinase binding protein 1
6.615
23443-23756


60
4019
MYC binding protein 2
2.593
28599-28954


76
3941
neuron navigator 1
0.619
34046-34322


125
3643
eukaryotic translation initiation factor 3,
40.603
49822-50120




subunit A


140
3579
actinin, alpha 1
23.486
54297-54516


146
3553
microtubule-actin crosslinking factor 1
3.329
56027-56372


165
3467
radixin
17.836
61786-62020


173
3427
protein phosphatase 4, regulatory subunit 2
12.016
64291-64567


174
3423
myosin phosphatase Rho interacting protein
10.215
64568-64841


214
3308
microtubule-associated protein, RP/EB
9.685
76455-76767




family, member 2


269
3164
filamin, beta
2.477
93056-93347


272
3152
Rho-associated coiled-coil containing
3.17
94052-94292




protein kinase 1


278
3141
abl-interactor 1
4.255
95601-95909


284
3135
fermitin family homolog 2 (Drosophila)
27.426
97199-97521


289
3129
testis specific gene A14
3.473
98713-99031


301
3110
MAP/microtubule affinity-regulating kinase 1
3.607
102310-102609


322
3079
plectin 1
3.784
108038-108268


324
3075
parvin, alpha
6.971
108553-108801


380
2981
topoisomerase (DNA) II binding protein 1
7.196
124761-125048


400
2954
moesin
56.571
130562-130798


408
2949
protein Tyr phosphatase, non-receptor type 14
0.65
132677-132944


446
2899
actinin alpha 4
23.469
143309-143623


451
2894
kinetochore associated 1
2.501
144746-145029


477
2865
spindlin 1
18.581
151421-151677


480
2863
erythrocyte protein band 4.1-like 2
9.783
152372-152645


505
2836
myosin, heavy polypeptide 9, non-muscle
1.62
159627-159938


508
2836
filamin, alpha
21.729
160437-160654


518
2828
FERM domain containing 4A
2.061
163151-163399


527
2815
spectrin beta 2
2.13
165820-166071


528
2814
spastin
4.005
166072-166288


543
2791
Janus kinase 2
4.149
170408-170768


562
2773
uveal autoantigen with coiled-coil domains
14.958
175535-175851




and ankyrin repeats


573
2763
calmodulin 1
15.152
178775-179029


581
2754
tubulin, gamma complex associated protein 5
3.189
181260-181476


617
2725
dynactin 1
7.088
191583-191944


621
2718
catenin (cadherin associated protein), alpha 1
30.996
192742-193116


659
2690
kinesin family member 15
9.379
204514-204832


664
2688
tetratricopeptide repeat domain 21B
5.893
205946-206342


666
2688
adducin 1 (alpha)
12.01
206742-207131


706
2661
retinoic acid induced 14
5.867
218315-218707


730
2639
microtubule associated serine/threonine kinase 2
9.069
225909-226275


749
2626
WD repeat domain 1
18.988
231778-232036


763
2614
capping protein (actin filament) muscle Z-
5.404
235917-236159




line, alpha 1


766
2610
Rho GTPase activating protein 21
4.9
236928-237164


806
2584
spermatid perinuclear RNA binding protein
1.175
249509-249890


811
2582
ajuba
12.735
251195-251502


812
2581
outer dense fiber of sperm tails 2
4.42
251503-251729


830
2569
Fgfr1 oncogene partner
3.18
256961-257251


831
2569
microtubule-associated protein 7 domain
16.621
257252-257564




containing 1


841
2564
kinesin family member 5B
3.218
260377-260685


848
2561
ARP1 actin-related protein 1 homolog A,
27.559
262622-262828




centractin alpha (yeast)


860
2555
cortactin
45.514
265970-266319


889
2543
katanin p80 (WD40-containing) subunit B 1
12.112
275290-275634


905
2536
ADP-ribosylation factor-like 8B
2.122
280457-280707


962
2503
expressed sequence AW555464
2.283
299312-299692


972
2498
ARP3 actin-related protein 3 homolog
166.603
302483-302872




(yeast)


993
2485
ARP2 actin-related protein 2 homolog
26.066
309842-310230




(yeast)


997
2483
abl-interactor 2
1.097
311332-311712


1006
2477
large tumor suppressor 2
3.379
314156-314545


1021
2471
Rho GTPase activating protein 24
7.769
319636-320032


1026
2466
FERM domain containing 4B
2.223
321426-321672


1062
2447
septin 2
12.767
333080-333462


1069
2440
dishevelled, dsh homolog 1 (Drosophila)
21.381
335136-335489


1081
2436
ezrin
31.498
339220-339540


1085
2434
Wiskott-Aldrich syndrome-like (human)
1.492
340449-340691


1094
2430
SCY1-like 1 (S. cerevisiae)
12.863
343589-343905


1097
2428
sarcolemma associated protein
1.377
344524-344917


1103
2426
dystonin
1.863
346599-346975


1117
2418
drebrin 1
25.781
351269-351567


1126
2412
spectrin alpha 2
4.506
354395-354680


1133
2410
Rpgrip1-like
0.564
357006-357378


1175
2393
inositol polyphosphate phosphatase-like 1
3.628
371083-371386


1189
2386
talin 1
2.605
375983-376311


1208
2379
CDC14 cell division cycle 14 homolog A
2.141
381807-382191




(S. cerevisiae)


1247
2359
microtubule-associated protein, RP/EB
18.63
394632-394981




family, member 1


1255
2354
centrosomal protein 110
0.814
397494-397774


1278
2344
FERM domain containing 6
4.1
404997-405390


1279
2343
TRIO and F-actin binding protein
34.395
405391-405739


1296
2335
amyloid beta (A4) precursor protein-binding,
13.338
411043-411389




family B, member 1 interacting protein


1314
2327
centrosomal protein 135
0.683
417267-417520


1327
2324
centrosomal protein 55
19.363
421520-421872


1333
2322
dynamin 2
10.975
423531-423830


1349
2315
erythrocyte protein band 4.1-like 1
3.165
429287-429612


1353
2311
centrosomal protein 63
8.32
430642-430998


1359
2308
smoothelin
3.137
432687-433041


1366
2303
cofilin 2, muscle
5.323
435213-435610


1392
2291
tubulin folding cofactor E-like
2.632
443867-444266


1404
2287
A kinase (PRKA) anchor protein (gravin) 12
7.444
447806-448127


1434
2273
expressed sequence AI314180
9.004
458166-458524


1458
2262
Alstrom syndrome 1 homolog (human)
0.712
466342-466731


1466
2259
coiled-coil domain containing 85B
25.622
469052-469416


1505
2243
growth arrest-specific 2 like 1
14.146
482255-482606


1506
2243
WAS/WASL interacting protein family,
5.215
482607-482938




member 1


1513
2240
RAN GTPase activating protein 1
12.173
484741-485095


1519
2239
KRIT1, ankyrin repeat containing
9.236
486770-487009


1530
2238
tropomodulin 3
3.292
490452-490783


1531
2237
twinfilin, actin-binding protein, homolog 1
14.634
490784-491124




(Drosophila)


1557
2227
annexin A11
55.567
499580-499921


1558
2227
parvin, beta
4.466
499922-500228


1565
2224
ZW10 homolog (Drosophila),
12.629
502292-502621




centromere/kinetochore protein


1566
2224
coronin, actin binding protein 1C
4.605
502622-502971


1577
2218
transforming, acidic coiled-coil containing
1.821
506354-506697




protein 2


1582
2214
family with sequence similarity 83, member D
12.849
508106-508316


1593
2210
rho/rac guanine nucleotide exchange factor
3.451
511846-512237




(GEF) 2


1610
2205
ankyrin 2, brain
0.639
517928-518264


1673
2184
adducin 3 (gamma)
5.724
539781-540145


1682
2180
microtubule associated monoxygenase,
6.737
542784-543124




calponin and LIM domain containing 1


1767
2154
programmed cell death 6 interacting protein
24.668
572196-572546


1820
2137
slingshot homolog 3 (Drosophila)
2.567
590404-590772


1831
2134
dystroglycan 1
3.205
594147-594505


1850
2128
nephronophthisis 4 (juvenile) homolog (human)
2.545
600625-600911


1886
2116
ArfGAP with RhoGAP domain, ankyrin
4.242
612818-613159




repeat and PH domain 3


1903
2112
nuclear distribution gene E-like homolog 1
8.837
618380-618725




(A. nidulans)


1910
2110
macrophage erythroblast attacher
48.23
620748-621108


1939
2098
leucine zipper, putative tumor suppressor 2
14.187
630655-630915


1940
2098
kinesin family member C3
6.785
630916-631256


2010
2075
myosin XVIIIA
1.283
654776-655088


2020
2072
vasodilator-stimulated phosphoprotein
13.006
658006-658374


2023
2072
zyxin
12.684
658946-659253


2033
2066
nucleoporin 85
17.448
662254-662568


2050
2061
engulfment and cell motility 2, ced-12
7.176
668000-668354




homolog (C. elegans)


2095
2045
CAP, adenylate cyclase-associated protein 1
88.915
683551-683847




(yeast)


2105
2042
CD2-associated protein
0.744
686855-687170


2124
2034
ras homolog gene family, member A
135.612
693012-693333


2136
2031
midline 2
0.659
697033-697389


2160
2024
lethal giant larvae homolog 1 (Drosophila)
2.293
705082-705399


2175
2018
dishevelled 2, dsh homolog (Drosophila)
3.722
710088-710457


2191
2013
ARP8 actin-related protein 8 homolog
8.289
715461-715836




(S. cerevisiae)


2204
2010
actin filament associated protein 1
1.126
719890-720203


2205
2010
CDC42 effector protein (Rho
4.544
720204-720579




GTPase binding) 1


2212
2008
thyroid hormone receptor interactor 10
30.196
722669-723012


2220
2005
tropomyosin 4
428.406
725519-725834


2232
2001
gene model 114
3.412
729587-729910


2235
2001
septin 7
3.112
730587-730976


2295
1984
microcephaly, primary autosomal recessive 1
0.629
751244-751582


2346
1973
calmodulin 3
14.014
768392-768693


2354
1970
protein phosphatase 1, regulatory subunit 9B
2.194
771093-771432


2375
1964
amyloid beta precursor protein (cytoplasmic
13.369
778032-778283




tail) binding protein 2


2379
1963
protein regulator of cytokinesis 1
14.63
779205-779513


2387
1962
intraflagellar transport 80 homolog
0.991
782001-782399




(Chlamydomonas)


2416
1954
kinesin family member C1
16.341
792040-792370


2430
1949
anillin, actin binding protein
2.848
796726-797054


2441
1946
CLIP associating protein 2
1.013
800461-800731


2466
1941
centrosomal protein 170
0.772
808772-809083


2479
1938
oligophrenin 1
2.039
813214-813607


2482
1938
leucine rich repeat containing 49
3.959
814326-814699


2506
1931
Mid1 interacting protein 1 (gastrulation
129.96
822665-823028




specific G12-like (zebrafish))


2510
1930
Bardet-Biedl syndrome 4 (human)
5.356
824110-824394


2512
1930
formin homology 2 domain containing 1
2.963
824760-825066


2520
1929
drebrin-like
40.695
827385-827727


2543
1922
beclin 1, autophagy related
22.681
835365-835694


2546
1921
actin, gamma, cytoplasmic 1
284.261
836348-836704


2551
1919
coiled-coil and C2 domain containing 2A
0.604
838097-838446


2578
1912
hook homolog 2 (Drosophila)
4.1
847312-847598


2583
1910
inner centromere protein
4.499
848988-849386


2605
1907
protein serine kinase H1
2.142
856267-856572


2609
1905
Janus kinase 1
7.769
857488-857805


2621
1902
Rac GTPase-activating protein 1
19.316
861408-861766


2644
1897
protein phosphatase 2 (formerly 2A),
46.955
869071-869380




catalytic subunit, alpha isoform


2691
1887
growth arrest specific 2
2.282
885284-885579


2745
1872
mitotic arrest deficient 1-like 1
4.132
903571-903958


2764
1866
DDB1 and CUL4 associated factor 12
5.371
910380-910622


2775
1862
actin, beta
57.391
913994-914315


2805
1856
enabled homolog (Drosophila)
2.768
924287-924598


2816
1854
coronin, actin binding protein 1B
56.328
928073-928458


2841
1849
tubulin, gamma complex associated protein 3
3.057
936562-936886


2844
1847
large tumor suppressor
0.394
937654-937969


2880
1837
actin related protein 2/3 complex, subunit 5
60.269
949749-950130


2896
1832
centromere protein E
1.871
955437-955745


2943
1818
LIM and SH3 protein 1
13.57
971615-971919


3042
1782
sphingosine-1-phosphate phosphatase 1
3.922
1005199-1005578


3050
1780
centrosomal protein 68
0.822
1007927-1008310


3069
1775
centlein, centrosomal protein
0.588
1014347-1014609


3082
1772
pleckstrin homology domain containing,
3.954
1018621-1018991




family H (with MyTH4 domain) member 3


3084
1771
myosin IXb
1.071
1019313-1019670


3104
1768
capping protein (actin filament) muscle Z-
15.011
1026343-1026702




line, alpha 2


3147
1758
dynein cytoplasmic 2 heavy chain 1
0.317
1041205-1041524


3170
1752
PTK2 protein tyrosine kinase 2
5.096
1049366-1049709


3172
1752
FYVE, RhoGEF and PH domain containing 1
5.286
1050013-1050360


3199
1747
vimentin
514.871
1059326-1059717


3207
1744
ring finger protein 19A
1.513
1062111-1062496


3211
1742
phosphodiesterase 4D interacting prot
1.285
1063460-1063768




(myomegalin)


3215
1742
c-abl oncogene 1, receptor tyrosine kinase
0.436
1064790-1065134


3223
1741
CDC42 effector prot (Rho GTPase binding) 3
6.317
1067503-1067844


3230
1739
destrin
50.913
1069789-1070099


3263
1730
tubulin-specific chaperone E
13.488
1080945-1081272


3306
1717
CLIP associating protein 1
0.948
1095379-1095748


3341
1708
sorbin and SH3 domain containing 3
7.794
1107024-1107409


3502
1669
microtubule-associated protein 6
3.649
1161307-1161624


3505
1668
katanin p60 (ATPase-containing) subunit
32.182
1162218-1162611




A1


3541
1661
membrane protein, palmitoylated
15.267
1174530-1174867


3577
1650
cell division cycle 25 homolog B (S. pombe)
1.866
1186395-1186715


3583
1649
checkpoint kinase 1 homolog (S. pombe)
3.146
1188354-1188736


3590
1647
capping protein (actin filament) muscle Z-
60.716
1190654-1190998




line, beta


3593
1647
serologically defined colon cancer antigen 8
3.621
1191627-1191981


3609
1642
tubulin, delta 1
13.501
1197043-1197421


3643
1635
metastasis suppressor 1
0.4
1208709-1209077


3692
1625
family with sequence similarity 82, member
4.761
1225295-1225616




A2


3715
1620
tubulin, gamma 1
36.02
1233354-1233745


3720
1619
CDK5 regulatory subunit associated protein 2
1.713
1235062-1235355


3724
1618
catenin (cadherin associated protein), -like 1
0.699
1236365-1236728


3774
1605
family with sequence similarity 110,
2.345
1253240-1253580




member B


3781
1603
profilin 2
23.497
1255751-1256078


3796
1599
phosphatidylinositol transfer protein,
0.365
1260891-1261174




membrane-associated 2


3846
1585
centrosomal protein 72
5.434
1277509-1277820


3850
1585
actin related protein 2/3 complex, subunit 1A
46.114
1278978-1279372


3898
1574
twinfilin, actin-binding protein, homolog 2
27.133
1295102-1295393




(Drosophila)


3901
1574
FYVE, RhoGEF and PH domain containing 6
0.595
1295966-1296243


3910
1572
cyclin B1
25.641
1298863-1299236


3933
1566
ARP10 actin-related protein 10 homolog (S. cerevisiae)
11.257
1306422-1306806


3946
1562
polo-like kinase 4 (Drosophila)
2.986
1310666-1311034


3949
1562
Ena-vasodilator stimulated phosphoprotein
3.874
1311646-1311940


4009
1547
ELMO domain containing 2
0.601
1331721-1332074


4014
1545
protein phosphatase 2 (formerly 2A),
82.162
1333415-1333732




catalytic subunit, beta isoform


4017
1545
Janus kinase 3
1.252
1334368-1334721


4036
1541
diaphanous homolog 1 (Drosophila)
1.436
1340818-1341199


4088
1525
ectodermal-neural cortex 1
2.166
1357871-1358264


4103
1522
HAUS augmin-like complex, subunit 4
20.991
1362890-1363204


4160
1510
fibronectin type 3 and SPRY domain-
2.066
1382212-1382607




containing protein


4163
1510
glycophorin C
7.299
1383318-1383614


4176
1507
WASP family 1
1.25
1387619-1387949


4180
1507
mitofusin 2
4.551
1389006-1389340


4181
1507
protein Tyr phosphatase, non-receptor type 13
0.677
1389341-1389646


4199
1500
cytoskeleton associated protein 2
1.674
1395624-1396011


4202
1500
intraflagellar transport 57 homolog
4.102
1396618-1396929




(Chlamydomonas)


4220
1496
centrosomal protein 57
2.62
1402802-1403129


4238
1493
nucleoporin 62
5.816
1408710-1409085


4239
1493
tripartite motif-containing 54
10.739
1409086-1409394


4251
1492
UBX domain protein 6
21.107
1412861-1413233


4257
1491
LIM domain and actin binding 1
0.916
1414950-1415263


4260
1489
TRAF3 interacting protein 1
1.646
1415915-1416305


4285
1483
dynactin 4
1.16
1424542-1424937


4370
1466
shroom family member 3
0.482
1452845-1453240


4386
1462
growth arrest specific 8
4.02
1458247-1458599


4408
1457
influenza virus NS1A binding protein
0.809
1465620-1465977


4457
1447
erythrocyte protein band 4.1
0.529
1481994-1482367


4484
1440
sarcoglycan, epsilon
14.957
1490848-1491203


4498
1437
slingshot homolog 1 (Drosophila)
1.043
1494976-1495267


4503
1435
ARP1 actin-related protein 1 homolog B,
3.69
1496661-1496992




centractin beta (yeast)


4550
1426
PDZ and LIM domain 1 (elfin)
53.065
1512325-1512634


4552
1425
Rho GTPase activating protein 6
0.435
1512969-1513333


4564
1423
paxillin
2.436
1517047-1517389


4570
1422
coactosin-like 1 (Dictyostelium)
22.98
1519097-1519422


4604
1415
CAP-GLY domain containing linker protein 2
1.613
1530649-1531015


4612
1413
cysteine and glycine-rich protein 1
17.093
1533366-1533652


4616
1412
microtubule associated monoxygenase,
0.37
1534571-1534894




calponin and LIM domain containing-like 1


4667
1399
family with sequence similarity 110,
4.673
1551090-1551435




member A


4729
1387
regulator of chromosome condensation 2
9.39
1571986-1572324


4732
1386
sirtuin 2 (silent mating type information
9.325
1573015-1573411




regulation 2, homolog) 2 (S. cerevisiae)


4775
1373
ecotropic viral integration site 5
1.536
1587335-1587660


4778
1373
tropomyosin 1, alpha
14.432
1588306-1588667


4811
1366
coiled-coil domain containing 99
1.214
1599899-1600288


4852
1357
syntrophin, basic 2
0.315
1614004-1614358


4869
1354
transforming growth factor beta 1 induced
2.305
1619537-1619815




transcript 1


4892
1348
ADP-ribosylation factor-like 2 binding protein
13.977
1627434-1627798


4903
1347
tyrosine kinase 2
0.405
1631375-1631670


4907
1346
CDC42 small effector 2
1.468
1632810-1633100


4913
1345
ninein-like
0.788
1634774-1635172


4941
1339
catenin (cadherin associated protein), beta 1
0.495
1644372-1644747


4956
1336
ADP-ribosylation factor-like 6 interacting
32.187
1649516-1649856




protein 5


4987
1326
actin related protein 2/3 complex, subunit 4
80.61
1660460-1660839


5010
1321
protein phosphatase 4, catalytic subunit
90.194
1668127-1668488


5024
1319
pre-B-cell leukemia transcription factor
2.045
1672920-1673252




interacting protein 1


5066
1310
centrosomal protein 97
0.234
1687017-1687411


5084
1303
Sfi1 homolog, spindle assembly associated
0.686
1693415-1693807




(yeast)


5091
1302
proline-serine-threonine phosphatase-
12.697
1695903-1696267




interacting protein 1


5104
1300
nuclear distribution gene C homolog
102.462
1699971-1700369




(Aspergillus)


5108
1299
actin, alpha 2, smooth muscle, aorta
3.284
1701331-1701660


5171
1285
fuzzy homolog (Drosophila)
6.367
1722855-1723213


5186
1283
neurofibromatosis 2
0.719
1728086-1728462


5198
1282
centrosomal protein 120
2.153
1732348-1732733


5208
1279
nucleolar and spindle associated protein 1
2.386
1735724-1736042


5253
1270
dynein cytoplasmic 2 light intermediate chain 1
9.834
1750866-1751258


5274
1266
protein Tyr phosphatase, non-receptor type 21
0.472
1758166-1758517


5370
1243
HAUS augmin-like complex, subunit 7
59.234
1791926-1792280


5402
1237
myristoylated Ala rich protein kinase C
3.148
1803092-1803482




substrate


5448
1226
RIKEN cDNA F630043A04 gene
2.085
1819143-1819511


5503
1212
stomatin (Epb7.2)-like 2
17.579
1838816-1839204


5654
1177
SMEK homolog 1, suppressor of mek1
0.871
1891648-1892008




(Dictyostelium)


5678
1171
actin related protein 2/3 complex, subunit 2
15.986
1900301-1900676


5698
1166
aurora kinase A
16.855
1907469-1907831


5701
1166
telomeric repeat binding factor 1
2.789
1908582-1908967


5716
1164
cofilin 1, non-muscle
107.826
1914036-1914356


5771
1151
TNFRSF1A-associated via death domain
11.061
1934043-1934332


5773
1151
protein tyrosine phosphatase 4a1
0.279
1934685-1935079


5774
1151
centrobin, centrosomal BRCA2 interacting prot
1.021
1935080-1935410


5785
1148
dynactin 5
5.2
1939165-1939526


5791
1147
microtubule-associated protein 1S
6.328
1941401-1941793


5864
1133
kinesin family member 18A
1.465
1967839-1968177


5882
1129
calmodulin 2
263.807
1974401-1974748


5943
1115
PDZ and LIM domain 7
17.513
1996784-1997110


5944
1115
serine/threonine kinase 38 like
0.267
1997111-1997478


6060
1089
cell division cycle associated 8
7.204
2039068-2039461


6067
1087
sorbin and SH3 domain containing 1
1.201
2041684-2042038


6068
1087
tropomodulin 1
0.607
2042039-2042410


6084
1083
bridging integrator 3
4.997
2047682-2048036


6099
1080
actin related protein 2/3 complex, subunit 5-like
28.479
2053256-2053599


6141
1070
aurora kinase B
6.311
2068620-2068994


6179
1062
CDC42 effector protein (Rho GTPase
0.921
2082109-2082464




binding) 4


6258
1043
gene trap ROSA b-geo 22
28.608
2111007-2111388


6278
1038
tubulin tyrosine ligase-like family, member 5
0.196
2117720-2118059


6291
1035
formin binding protein 1
0.384
2122377-2122769


6318
1030
centrin 2
4.69
2131765-2132103


6338
1027
FERM domain containing 8
1.308
2139056-2139394


6354
1023
centrosomal protein 70
0.548
2144764-2145134


6460
997
ELMO/CED-12 domain containing 3
3.427
2182595-2182941


6467
995
Leber congenital amaurosis 5 (human)
0.247
2185145-2185497


6500
987
phosphodiesterase 4D, cAMP specific
0.47
2196755-2197145


6516
984
dystrophin, muscular dystrophy
0.119
2202415-2202812


6526
983
huntingtin interacting protein 1 related
0.441
2205988-2206301


6534
981
discs, large (Drosophila) homolog-
3.759
2208846-2209155




associated protein 5


6553
976
RIKEN cDNA 2810433K01 gene
2.289
2215581-2215976


6581
971
HAUS augmin-like complex, subunit 1
5.105
2225453-2225779


6599
969
epsilon-tubulin 1
0.387
2232061-2232442


6626
964
centrosomal protein 290
0.132
2241296-2241579


6651
958
family with sequence similarity 82, member B
0.84
2250023-2250412


6713
943
centrosomal protein 250
0.433
2271720-2272085


6735
938
tropomyosin 3, gamma
2.656
2279590-2279877


6766
934
family with sequence similarity 82, member A1
0.931
2290005-2290384


6782
929
nuclear distribution gene E homolog 1
7.884
2295836-2296146




(A. nidulans)


6806
924
purine-nucleoside phosphorylase 1
10.99
2304356-2304474


6822
920
tropomyosin 2, beta
4.355
2309610-2309944


6832
917
RIKEN cDNA 2700060E02 gene
9.838
2313045-2313404


6834
917
v-abl Abelson MLV oncogene homolog 2
0.618
2313687-2314064




(arg, Abelson-related gene)


6882
908
aurora kinase C
14.218
2329723-2330035


6898
903
spindle assembly 6 homolog (C. elegans)
0.224
2334515-2334801


6953
892
nucleotide binding protein 2
2.113
2352711-2353003


6991
884
dynactin 6
9.052
2365341-2365718


7003
880
neural precursor cell expressed,
0.33
2369333-2369684




developmentally down-regulated gene 1


7007
879
diacylglycerol kinase, theta
0.274
2370707-2371011


7040
872
CDC42 small effector 1
2.926
2382000-2382296


7096
860
slingshot homolog 2 (Drosophila)
0.517
2400517-2400895


7125
853
profilin 1
11.177
2410108-2410492


7146
848
RIKEN cDNA 2410017P07 gene
1.326
2417114-2417508


7175
841
baculoviral IAP repeat-containing 5
0.966
2426437-2426713


7208
836
leucine rich repeat and coiled-coil domain
0.248
2437517-2437910




containing 1


7236
829
DNA segment, Chr 15, Wayne State
0.268
2446945-2447339




University 169, expressed


7249
826
RIKEN cDNA 4922501C03 gene
0.438
2451461-2451761


7291
813
HAUS augmin-like complex, subunit 2
3.496
2464662-2464966


7323
806
dynein light chain LC8-type 1
4.71
2475322-2475644


7330
803
MAD2L1 binding protein
3.685
2477746-2478077


7365
796
cDNA sequence BC023882
0.603
2489301-2489640


7368
795
RIKEN cDNA 6720456B07 gene
3.581
2490278-2490569


7378
793
tubulin folding cofactor B
8.324
2493603-2493993


7379
793
ankyrin repeat, family A (RFXANK-like), 2
0.45
2493994-2494317


7426
782
engulfment and cell motility 1, ced-12
0.528
2509515-2509793




homolog (C. elegans)


7472
769
palladin, cytoskeletal associated protein
0.53
2524218-2524585


7486
767
melanophilin
0.258
2529148-2529507


7488
766
WAS protein family, member 2
0.188
2529775-2530138


7552
749
mitogen-activated protein kinase 1
1.45
2550744-2551112




interacting protein 1


7588
742
vinculin
0.23
2562670-2562963


7654
724
dynamin binding protein
0.201
2583481-2583787


7756
700
Rap1 interacting factor 1 homolog (yeast)
0.083
2618117-2618471


7794
691
giant axonal neuropathy
0.587
2631132-2631429


7826
683
Mediterranean fever
0.311
2642002-2642302


7889
664
ubiquitously expressed transcript
1.147
2662979-2663371


7899
659
ADP-ribosylation factor-like 3
2.999
2666529-2666853


7902
658
intraflagellar transport 20 homolog
4.021
2667596-2667912




(Chlamydomonas)


7904
657
gamma-aminobutyric acid receptor
2.814
2668257-2668616




associated protein


7937
649
trichoplein, keratin filament binding
0.484
2679418-2679802


7975
639
tubulin, beta 3
2.093
2692217-2692262


7978
639
BCL2 modifying factor
0.17
2692923-2693205


8020
627
Rho GTPase-activating protein
0.115
2706942-2707263


8031
622
B9 protein domain 2
12.725
2710630-2711005


8052
613
ARP6 actin-related protein 6 homolog
0.57
2717297-2717635




(yeast)


8079
606
ADP-ribosylation factor-like 2
4.584
2726337-2726723


8108
598
thymosin, beta 4, X chromosome
24.043
2734875-2735269


8123
594
citron
0.131
2740025-2740319


8147
588
ankyrin 1, erythroid
0.072
2747574-2747883


8176
583
dynactin 3
1.37
2756466-2756744


8301
547
UBX domain protein 11
0.465
2797362-2797669


8335
539
par-3 (partitioning defective 3) homolog
0.154
2808716-2809107




(C. elegans)


8358
532
myomesin 1
0.149
2816775-2817100


8401
519
erythrocyte protein band 4.1-like 5
0.187
2831535-2831924


8402
519
ciliary rootlet coiled-coil, rootletin
0.102
2831925-2832268


8451
506
catenin (cadherin associated protein), alpha 2
0.122
2848720-2849102


8516
492
filamin C, gamma
0.062
2869737-2870106


8610
475
erythrocyte protein band 4.1-like 4a
0.123
2900673-2901022


8638
469
formin 1
0.04
2910464-2910758


8660
465
kinesin family member 2A
0.256
2917368-2917680


8677
463
pericentriolar material 1
0.077
2922701-2923049


8680
462
4HAUS augmin-like complex, subunit 8
1.099
2923769-2924049


8771
446
calcium binding and coiled-coil domain 2
1.247
2952270-2952623


8808
439
centrin 3
1.05
2963461-2963764


8846
430
thymosin, beta 10
5.35
2975022-2975322


8852
429
actin related protein M1
0.429
2976880-2977149


8881
421
protein (peptidyl-prolyl cis/trans isomerase)
1.474
2985485-2985777




NIMA-interacting, 4 (parvulin)


8907
416
formin binding protein 1-like
0.166
2992924-2993272


8931
410
kinesin family member 1B
0.059
2999526-2999824


8932
409
SAC3 domain containing 1
0.452
2999825-3000109


9057
376
FYVE, RhoGEF and PH domain containing 4
0.233
3032941-3033212


9073
372
spectrin alpha 1
0.087
3037049-3037302


9085
369
glucocorticoid receptor DNA binding factor 1
0.084
3040212-3040461


9137
356
FERM, Rho GEF and pleckstrin domain
0.091
3053199-3053462




protein 2


9147
353
tetratricopeptide repeat domain 8
0.154
3055412-3055707


9161
349
RAB GTPase activating protein 1
0.083
3058415-3058689


9222
337
inversin
0.261
3071675-3071916


9322
307
Ras and Rab interactor 1
0.073
3093895-3094135


9361
297
tubulin cofactor A
1.057
3102113-3102283


9367
295
Fc receptor, IgG, low affinity IIb
0.189
3103313-3103351


9473
256
engulfment and cell motility 3, ced-12
0.119
3122400-3122588




homolog (C. elegans)


9486
251
ninein
0.027
3124390-3124544


9587
211
tensin 4
0.089
3138556-3138633


9617
200
tropomodulin 2
0.02
3141512-3141584


9677
173
radial spoke head 9 homolog
0.187
3146825-3146949




(Chlamydomonas)


9701
161
Rho family GTPase 1
0.152
3148560-3148596


9750
135
actin-binding LIM protein 2
0.039
3151347-3151451


9753
132
actin, alpha 1, skeletal muscle
0.093
3151503-3151520


3157155
394
adducin 2 (beta)
0.13
3183484-3183583


3157158
478
envoplakin
0.075
3268105-3268204


3157230
310
LIM domain binding 3
0.065
3227217-3227316


3157293
264
formin homology 2 domain containing 3
0.259
3166084-3166183


3157294
353
family with sequence similarity 33, member A
0.31
3266905-3267004


3157319
402
HAUS augmin-like complex, subunit 5
0.183
3232617-3232716


3157357
735
PDZ and LIM domain 2
1.175
3190471-3190570


3157369
1826
RIKEN cDNA 2310014H01 gene
2.285
3250317-3250416


3157379
252
P140 gene
0.045
3193771-3193870


3157397
305
receptor-associated protein of the synapse
0.188
3284249-3284348


3157398
818
protein Tyr phosphatase, non-receptor type 4
0.196
3205097-3205196


3157429
809
sarcoglycan, (dystrophin-
2.184
3188371-3188470




associated glycoprotein)


3157432
395
myosin VIIA
0.054
3266305-3266404


3157485
2014
ubiquitin protein ligase E3 component n-
0.639
3209658-3209757




recognin 4


3157505
644
crystallin, alpha B
0.99
3280749-3280848


3157523
803
centromere protein V
3.696
3267205-3267304


3157536
307
FYVE, RhoGEF & PH domain containing 3
0.099
3205697-3205796


3157684
329
doublecortin-like kinase 2
0.081
3170684-3170783


3157726
995
desmin
1.2
3159421-3159520


3157766
167
radial spoke head 4 homolog A
0.117
3201497-3201596




(Chlamydomonas)


3157768
326
myosin regulatory light chain interacting protein
0.109
3182784-3182883


3157794
2378
tribbles homolog 2 (Drosophila)
1.6
3204997-3205096


3157801
379
tropomodulin 4
0.308
3221891-3221990


3157821
390
tubulin tyrosine ligase-like family, member 11
0.203
3159121-3159220


3157887
312
dynamin 3
0.068
3263705-3263804


3157957
150
erythrocyte protein band 4.2
0.043
3187271-3187370


3157963
1734
symplekin
1.095
3217191-3217290


3158016
395
FERM domain containing 5
0.095
3184871-3184970


3158035
383
septin 1
0.279
3259205-3259304


3158061
191
protein tyrosine phosphatase, non-receptor
0.03
3234617-3234716




type 3


3158125
849
actin related protein 2/3 complex, subunit 3
23.491
3268805-3268904


3158127
427
tubulin tyrosine ligase-like family, member 3
0.294
3262005-3262104


3158142
421
myosin binding protein C, slow-type
0.554
3202897-3202996


3158154
347
microtubule-associated protein tau
0.08
3245217-3245316


3158176
705
IAP promoted placental gene
0.395
3167984-3168083


3158226
185
tripartite motif-containing 36
0.119
3176384-3176483


3158232
888
Wiskott-Aldrich syndrome homolog (human)
0.603
3278849-3278948


3158242
3612
SMEK homolog 2, suppressor of mek1
9.065
3210258-3210357




(Dictyostelium)


3158328
1531
RAB11 family interacting protein 3 (class II)
0.975
3221991-3222090


3158344
550
cortactin binding protein 2
0.187
3165384-3165483


3158346
482
NA
0.075
3269396-3269495


3158380
464
tubulin Tyr ligase-like family, member 6
0.277
3185771-3185870


3158411
1049
erythrocyte protein band 4.9
0.588
3254017-3254116








Claims
  • 1. A method for producing a biological product in a large scale host cell culture, comprising: (a) contacting a host cell in a large scale host cell culture with at least a first RNA effector molecule, a portion of which is complementary to at least one target gene of a host cell,(b) maintaining the host cell culture for a time sufficient to modulate expression of the at least one first target gene, wherein the modulation of expression improves production of a biological product in the host cell;(c) isolating the biological product from the host cell;wherein the large scale host cell culture is at least 1 liter in size, and wherein the host cell is contacted with at least a first RNA effector molecule by addition of the RNA effector molecule to a culture medium of the large scale host cell culture such that the target gene expression is transiently inhibited.
  • 2. (canceled)
  • 3. The method of claim 1, wherein the host cell in the large scale host cell culture is contacted with a plurality of RNA effector molecules, wherein the plurality of RNA effector molecules modulate expression of at least one target gene, at least two target genes, or a plurality of target genes.
  • 4. A method for production of a biological product in a cell, the method comprising: (a) contacting a host cell with a plurality of RNA effector molecules, wherein the plurality of RNA effector molecules modulate expression of a plurality of target genes;(b) maintaining the cell for a time sufficient to modulate expression of the plurality of target genes, wherein the modulation of expression improves production of the biological product in the cell; and(c) isolating the biological product from the cell,
  • 5. The method of claim 4, wherein the host cell is contacted with the plurality of RNA effector molecules by addition of the RNA effector molecule to a culture medium of the large scale host cell culture such that the target gene expression is transiently inhibited.
  • 6. The method of claim 1, wherein the RNA effector molecule comprises a double-stranded ribonucleic acid (dsRNA), wherein said dsRNA comprises at least two sequences that are complementary to each other and wherein a sense strand comprises a first sequence and an antisense strand comprises a second sequence comprising a region of complementarity which is substantially complementary to at least part of a target gene, and wherein said region of complementarity is 10-30 nucleotides in length.
  • 7. The method of claim 1, wherein the contacting step is performed by continuous infusion of the RNA effector molecule into the culture medium used for maintaining the host cell culture to produce the biological product.
  • 8. The method of claim 1, wherein the modulation of expression is inhibition of expression, and wherein the inhibition is a partial inhibition.
  • 9. The method of claim 8, wherein the partial inhibition is no greater than a percent inhibition selected from the group consisting of: 10%, 15%, 20%, 25%, 30%, 35%, 40%, 45%, 50%, 55%, 60%, 65%, 70%, 75%, 80%, and 85%.
  • 10. The method of claim 1 wherein the contacting step is repeated at least once.
  • 11. The method of claim 1 wherein the contacting step is repeated multiple times at a frequency selected from the group consisting of: 6 hr, 12 hr, 24 hr, 36 hr, 48 hr, 72 hr, 84 hr, 96 hr, and 108 hr.
  • 12. The method of claim 1 wherein the modulation of expression is inhibition of expression and wherein the contacting step is repeated multiple times, or continuously infused, to maintain an average percent inhibition of at least 50% for the target gene(s) throughout the production of the biological product.
  • 13. The method of claim 12, wherein the average percent inhibition is selected from the group consisting of at least 50%, at least 60%, at least 70%, at least 80%, at least 90%, at least 95%, at least 99%, or 100%.
  • 14. The method of claim 1 wherein the RNA effector molecule is contacted at a concentration of less than 100 nM.
  • 15. The method of claim 14 wherein the RNA effector molecule is contacted at a concentration of less than 20 nM.
  • 16. The method of claim 1 wherein said contacting a host cell in a large scale host cell culture with a RNA effector molecule is done at least 6 hr, at least 12 hr, at least 18 hr, at least 36 hr, at least 48 hr, at least 60 hr, at least 72 hr, at least 96 hr, or at least 120 hr, or at least 1 week, before isolation of the biological product or prior to harvesting the supernatant.
  • 17. The method of claim 1 wherein the RNA effector molecule is composition formulated in a lipid formulation.
  • 18. (canceled)
  • 19. The method of claim 1 wherein the RNA effector molecule is not shRNA.
  • 20. The method of claim 1 wherein the RNA effector molecule is siRNA.
  • 21. The method of claim 1 wherein the RNA effector molecule is chemically modified.
  • 22-175. (canceled)
RELATED APPLICATIONS

This application claims the benefit of U.S. Provisional Patent Application No. 61/223,370, filed Jul. 6, 2009, entitled COMPOSITIONS AND METHODS FOR ENHANCING PRODUCTION OF A BIOLOGICAL PRODUCT by Maraganore et al.; U.S. Provisional Patent Application No. 61/244,868 filed Sep. 22, 2009, entitled COMPOSITIONS AND METHODS FOR ENHANCING PRODUCTION OF A BIOLOGICAL PRODUCT, by Maraganore et al.; U.S. Provisional Patent Application No. 61/267,419, filed Dec. 7, 2009, entitled NOVEL LIPIDS AND COMPOSITIONS FOR THE DELIVERY OF THERAPEUTICS, by Manoharan et al.; U.S. Provisional Patent Application No. 61/334,398, filed May 13, 2010, entitled CHARGED LIPIDS AND COMPOSITIONS FOR NUCLEIC ACID DELIVERY, by Manoharan et al.; U.S. Provisional Patent Application No. 61/293,980, filed Jan. 11, 2010, entitled COMPOSITIONS AND METHODS FOR ENHANCING PRODUCTION OF A BIOLOGICAL PRODUCT, by Rossomando et al.; U.S. Provisional Patent Application No. 61/319,589, filed Mar. 31, 2010, entitled CELL-BASED BIOPROCESSING, by Rossomando et al.; and U.S. Provisional Patent Application No. 61/354,932, filed Jun. 15, 2010, entitled CHINESE HAMSTER OVARY (CHO) CELL TRANSCRIPTOME, CORRESPONDING SIRNAS AND USES THEREOF, by Rossomando et al.; each of which is incorporated fully herein by reference.

PCT Information
Filing Document Filing Date Country Kind 371c Date
PCT/US10/41099 7/6/2010 WO 00 3/13/2012
Provisional Applications (7)
Number Date Country
61223370 Jul 2009 US
61244868 Sep 2009 US
61267419 Dec 2009 US
61293980 Jan 2010 US
61319589 Mar 2010 US
61334398 May 2010 US
61354932 Jun 2010 US