FUNCTIONS AND TARGETS OF LET-7 MICRO RNAS

Abstract
The present invention concerns methods and compositions for treating or assessing treatment of diseases related to mis-expression of genes or genetic pathways that can be modulated by let-7. Methods may include evaluating patients for genes or genetic pathways modulated by let-7, and/or using an expression profile to assess the condition of a patient or treating the patient with an appropriate miRNA.
Description
BACKGROUND OF THE INVENTION

I. Field of the Invention


The present invention relates generally to the field of molecular biology. More particularly, it concerns methods and compositions involving diagnosis and treatment of disorders related to biologic pathways that are directly or indirectly modulated by the let-7 microRNA (miRNAs) family.


II. Background


In 2001, several groups used a cloning method to isolate and identify a large group of “microRNAs” (miRNAs) from C. elegans, Drosophila, and humans (Lagos-Quintana et al., 2001; Lau et al., 2001; Lee and Ambros, 2001). Several hundreds of miRNAs have been identified in plants and animals—including humans—which do not appear to have endogenous siRNAs. Thus, while similar to siRNAs, miRNAs are distinct.


miRNAs thus far observed have been approximately 21-22 nucleotides in length and they arise from longer precursors, which are transcribed from non-protein-encoding genes. See review of Carrington et al. (2003). The precursors form structures that fold back on themselves in self-complementary regions; they are then processed by the nuclease Dicer in animals or DCL1 in plants. miRNA molecules interrupt translation through precise or imprecise base-pairing with their targets.


Many miRNAs are conserved among diverse organisms, and this has led to the suggestion that miRNAs are involved in essential biological processes throughout the life span of an organism (Esquela-Kerscher and Slack, 2006). In particular, miRNAs have been implicated in regulating cell growth, and cell and tissue differentiation; cellular processes that are associated with the development of cancer. For instance, lin-4 and let-7 both regulate passage from one larval state to another during C. elegans development (Ambros, 2001). mir-14 and bantam are Drosophila miRNAs that regulate cell death, apparently by regulating the expression of genes involved in apoptosis (Brennecke et al., 2003, Xu et al., 2003).


Research on miRNAs is increasing as scientists are beginning to appreciate the broad role that these molecules play in the regulation of eukaryotic gene expression. In particular, several recent studies have shown that expression levels of numerous miRNAs are associated with various cancers (reviewed in Esquela-Kerscher and Slack, 2006). Reduced expression of two miRNAs correlates strongly with chronic lymphocytic leukemia in humans, providing a possible link between miRNAs and cancer (Calin et al., 2002). Others have evaluated the expression patterns of large numbers of miRNAs in multiple human cancers and observed differential expression of almost all miRNAs across numerous cancer types (Lu et al., 2005). Most studies link miRNAs to cancer only by indirect evidence. However, He et al. (2005) has provided more direct evidence that miRNAs may contribute directly to causing cancer by forcing the over-expression of six miRNAs in mice that resulted in a significant increase in B cell lymphomas.


In humans, let-7 is thought to play a role in lung cancer development. Let-7 expression is reduced in many lung cancer cell lines (Takamizawa et al., 2004) and in tumor samples relative to normal samples from lung cancer patients (Takamizawa et al., 2004; Johnson et al., 2005). Over-expression of let-7 inhibited growth of the lung cancer cell line, A549 (Takamizawa et al., 2004). Let-7 has been shown to reduce expression of RAS oncogenes in HepG2 cells (Johnson et al., 2005). Together these data suggest that let-7 miRNAs may act as tumor suppressors in lung tissues.


Regulation of target genes by let-7 is thought to occur primarily by translation inhibition, but mRNA instability may also be a mechanism (Bagga et al., 2005, Reinhart et al., 2000). Besides RAS, the genes, gene pathways, and gene networks that are regulated by let-7 in cancerous cells remain largely unknown. Currently, this represents a significant limitation for treatment of cancers in which let-7 may play a role.


In animals, most miRNAs are thought to regulate genes through imprecise base pairing within the 3′ untranslated regions of their gene targets. Bioinformatics analysis suggest that any given miRNA may bind to and alter the expression of up to several hundred different genes. Furthermore, a single gene may be regulated by several miRNAs. Thus, each miRNA may regulate a complex interaction among genes, gene pathways, and gene networks. Mis-regulation or alteration of these miRNA related regulatory pathways and networks are likely to contribute to the development of disorders, pathological conditions, and/or diseases such as cancer. Although bioinformatics tools are helpful in predicting miRNA binding targets, all have limitations. Because of the imperfect complementarity with their target binding sites, it is difficult to precisely predict miRNA targets with bioinformatics tools alone.


Correcting gene expression errors by manipulating miRNA expression or by repairing miRNA mis-regulation represent promising methods to repair genetic disorders and cure diseases like cancer. A current, disabling limitation of this approach is that the details of the regulatory pathways and networks that are affected by any given miRNA remain largely unknown. As mentioned above, bioinformatics can provide only an imprecise estimate of the number and identity of miRNA targets. A need exists to identify the genes, genetic pathways, and genetic networks that are regulated by or that may regulate let-7 expression.


SUMMARY OF THE INVENTION

The present invention overcomes these problems in the art by identifying genes that are direct targets for hsa-let-7 regulation or that are downstream targets of regulation following the hsa-let-7-mediated modification of upstream gene expression. Furthermore, the invention describes gene pathways and networks that are influenced by hsa-let-7 expression in biological samples. Many of these genes and pathways are associated with various cancers and other diseases. The altered expression of let-7 in cells would lead to changes in the expression of these key genes and contribute to the development of disease. Introducing let-7 (for diseases where the miRNA is down-regulated) or a let-7 inhibitor (for diseases where the miRNA is up-regulated) into disease cells or tissues would result in a therapeutic response. The identities of key genes that are regulated directly or indirectly by let-7 and the disease with which they are associated are provided herein. In certain aspects, the cell, tissue, or target may not be defective in miRNA expression yet may still respond therapeutically to expression or over expression of an miRNA. Let-7 could be used as a therapeutic target for any of these diseases.


Embodiments of the invention include methods of modulating gene expression in a cell, tissue, or subject comprising administering to the cell, tissue, or subject an amount of an isolated nucleic acid comprising a let-7 nucleic acid sequence in an amount sufficient to modulate the expression of a gene modulated by a let-7 miRNA family member. A “let-7 nucleic acid sequence” includes the full length precursor of a let-7 family member as well as 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29 or more nucleotides, including all ranges and integers there between. Let-7 nucleic acids may also include various heterologous nucleic acid sequence, i.e., those sequences not typically found operatively coupled with let-7 in nature, such as promoters, enhancers, and the like. The let-7 nucleic acid is a recombinant nucleic acid, and can be a ribonucleic acid or a deoxyribonucleic acid. The recombinant nucleic acid may comprise a let-7 expression cassette. In a further aspect, the expression cassette is comprised in a viral, or plasmid DNA vector or other therapeutic nucleic acid vector or delivery vehicle, including liposomes and the like. In a particular aspect, the let-7 nucleic acid is a synthetic nucleic acid.


In certain aspects, the gene or genes modulated comprises 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 20, 25, 30, 35, 40, 45, 50, 100, 150, 200 or more genes or combinations of genes identified in Table 2 and Table 3. In certain aspects the expression of a gene is down-regulated or up-regulated. In a particular aspect the gene modulated comprises or is selected from (and may even exclude) 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26. 27, 28, or all of ATRX, AURKA/STK6, AURKB/STK12, BRCA1, BRCA2, BUB1, BUB1B, BZRP, CCNA2, CCNB1, CCNE2, CCNG2, CDC2, CDC20, CDC23, CDC25A, CDC6, CDCA7, CDK2, CDK6, CDKN2B, CDT1, CEBPD, CKS1B, CSF1, EIF4E, EPHB2, ERBB3, FASN, FGFBP1, FGFR4, FH, GMNN, IGFBP, IL8, ITGA6, JUN, JUNB, LHFP, MCAM, MET, MVP, MXI1, MYBL1, MYBL2, NRAS, P8, PDCD4, PLK1, PRKCA, RASSF2, SIVA, SKP2, SMAD4, TACC3, TFDP1, TGFBR3, TNFSF10, and/or VIM, in various combinations and permutations. In still further aspects, the let-7 nucleic acid comprises at least one of hsa-let-7a-1, hsa-let-7a-2, hsa-let-7a-3, hsa-let-7b, hsa-let-7c, hsa-let-7d, hsa-let-7e, hsa-let-7f-1, hsa-let-7f-2, hsa-let-7g, hsa-let-71, or a segment thereof A cell, tissue, or subject may be a cancer cell, a cancerous tissue or harbor cancerous tissue, or a cancer patient. In a particular aspect the cancer is blood, leukemic, colon, endometrial, stomach, skin, ovarian, esophageal, pancreatic, prostate, salivary gland, small intestine, thyroid, lung or liver cancer. The database content related to all nucleic acids and genes designated by an accession number or a database submission are incorporated herein by reference as of the filing date of this application.


A further embodiment of the invention is directed to methods of modulating a cellular pathway comprising administering to the cell an amount of an isolated nucleic acid comprising a let-7 nucleic acid sequence in an amount sufficient to modulate the expression, function, status, or state of a cellular pathway described in Table 9. Modulation of a cellular pathway includes, but is not limited to modulating the expression of one or more gene identified in Table 2, Table 3, and/or Table 13.


Still a further embodiment includes methods of treating a patient with a pathological condition comprising one or more of step (a) administering to the patient an amount of an isolated nucleic acid comprising a let-7 nucleic acid sequence in an amount sufficient to modulate the expression of a cellular pathway; and (b) administering a second therapy, wherein the modulation of the cellular pathway sensitizes the patient to the second therapy. A cellular pathway may include, but is not limited to one or more pathway described in Table 9 below. The second therapy can include administration of a second miRNA or therapeutic nucleic acid, or may include various standard therapies, such as chemotherapy, radiation therapy, drug therapy, immunotherapy, and the like. Embodiments of the invention may also include the determination or assessment of a gene expression profile for the selection of an appropriate therapy.


Embodiments of the invention include methods of treating a subject with a pathological condition comprising one or more of the steps of (a) determining an expression profile of one or more genes selected from Table 2, 3, and/or 13; (b) assessing the sensitivity of the subject to therapy based on the expression profile; (c) selecting a therapy based on the assessed sensitivity; and (d) treating the subject using selected therapy.


Further embodiments include the identification and assessment of an expression profile indicative of let-7 status in a cell or tissue comprising expression assessment of one or more gene from Table 2, Table 3, and/or Table 13.


The terra “miRNA” is used according to its ordinary and plain meaning and refers to a microRNA molecule found in eukaryotes that is involved in RNA-based gene regulation. See, e.g., Carrington et al., 2003, which is hereby incorporated by reference. The term can be used to refer to the single-stranded RNA molecule processed from a precursor or in certain instances the precursor itself.


In some embodiments, it may be useful to know whether a cell expresses a particular miRNA endogenously or whether such expression is affected under particular conditions or when it is in a particular disease state. Thus, in some embodiments of the invention, methods include assaying a cell or a sample containing a cell for the presence of one or more marker gene or mRNA or other analyte indicative of the expression level of a gene of interest. Consequently, in some embodiments, methods include a step of generating an RNA profile for a sample. The term “RNA profile” or “gene expression profile” refers to a set of data regarding the expression pattern for one or more gene or genetic marker in the sample (e.g., a plurality of nucleic acid probes that identify one or more markers from Table 2); it is contemplated that the nucleic acid profile can be obtained using a set of RNAs, using for example nucleic acid amplification or hybridization techniques well know to one of ordinary skill in the art. The difference in the expression profile in the sample from the patient and a reference expression profile, such as an expression profile from a normal or non-pathologic sample, is indicative of a pathologic, disease, or cancerous condition. A nucleic acid or probe set comprising or identifying a segment of a corresponding mRNA can include all or part of 1, 2, 3, 4, 5, 6, 7, 8, 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, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 100, 200, 500, or more, including any integer or range derivable there between, of a gene or genetic marker, or a nucleic acid, mRNA or a probe representative thereof that is listed in Table 2 or identified by the methods described herein.


Certain embodiments of the invention are directed to compositions and methods for assessing, prognosing, or treating a pathological condition in a patient comprising measuring or determining an expression profile of one or more marker(s) in a sample from the patient, wherein a difference in the expression profile in the sample from the patient and an expression profile of a normal sample or reference expression profile is indicative of pathological condition and particularly cancer (e.g., In certain aspects of the invention, the cellular pathway, gene, or genetic marker is or is representative of one or more pathway or marker described in Table 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12 and/or 13, including any combination thereof.


Aspects of the invention include diagnosing, assessing, or treating a pathologic condition or preventing a pathologic condition from manifesting. For example, the methods can be used to screen for a pathological condition; assess prognosis of a pathological condition; stage a pathological condition; assess response of a pathological condition to therapy; or to modulate the expression of a gene, genes, or related pathway as a first therapy or to render a subject sensitive or more responsive to a second therapy. In particular aspects, assessing the pathological condition of the patient can be assessing prognosis of the patient. Prognosis may include, but is not limited to an estimation of the time or expected time of survival, assessment of response to a therapy, and the like. In certain aspects, the altered expression of one or more gene or marker is prognostic for a patient having a pathologic condition, wherein the marker is one or more of Table 2, 3, 4, 5, 6, 7, 8, 12 and/or 13, including any combination thereof.


Certain embodiments of the invention include determining expression of one or more marker, gene, or nucleic acid representative thereof, by using an amplification assay, a hybridization assay, or protein assay, a variety of which are well known to one of ordinary skill in the art. In certain aspects, an amplification assay can be a quantitative amplification assay, such as quantitative RT-PCR or the like. In still further aspects, a hybridization assay can include array hybridization assays or solution hybridization assays. The nucleic acids from a sample may be labeled from the sample and/or hybridizing the labeled nucleic acid to one or more nucleic acid probes. Nucleic acids, mRNA, and/or nucleic acid probes may be coupled to a support. Such supports are well known to those of ordinary skill in the art and include, but are not limited to glass, plastic, metal, or latex. In particular aspects of the invention, the support can be planar or in the form of a bead or other geometric shapes or configurations known in the art.


Proteins are typically assayed by immunoblotting, chromatography, or mass spectrometry or other methods known to those of ordinary skill in the art.


The present invention also concerns kits containing compositions of the invention or compositions to implement methods of the invention. In some embodiments, kits can be used to evaluate one or more marker molecules, and/or express one or more miRNA. In certain embodiments, a kit contains, contains at least or contains at most 1, 2, 3, 4, 5, 6, 7, 8, 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, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 100, 150, 200 or more probes, recombinant nucleic acid, or synthetic nucleic acid molecules related to the markers to be assessed or an miRNA to be expressed or modulated, and may include any range or combination derivable therein. Kits may comprise components, which may be individually packaged or placed in a container, such as a tube, bottle, vial, syringe, or other suitable container means. Individual components may also be provided in a kit in concentrated amounts; in some embodiments, a component is provided individually in the same concentration as it would be in a solution with other components. Concentrations of components may be provided as 1×, 2×, 5×, 10×, or 20× or more. Kits for using probes, synthetic nucleic acids, recombinant nucleic acids, or non-synthetic nucleic acids of the invention for therapeutic, prognostic, or diagnostic applications are included as part of the invention. Specifically contemplated are any such molecules corresponding to any miRNA reported to influence biological activity or expression of one or more marker gene or gene pathway described herein. In certain aspects, negative and/or positive controls are included in some kit embodiments. The control molecules can be used to verify transfection efficiency and/or control for transfection-induced changes in cells.


Certain embodiments are directed to a kit for assessment of a pathological condition or the risk of developing a pathological condition in a patient by nucleic acid profiling of a sample comprising, in suitable container means, two or more nucleic acid hybridization or amplification reagents. The kit can comprise reagents for labeling nucleic acids in a sample and/or nucleic acid hybridization reagents. The hybridization reagents typically comprise hybridization probes. Amplification reagents include, but are not limited to amplification primers, reagents, and enzymes.


In some embodiments of the invention, an expression profile is generated by steps that include: (a) labeling nucleic acid in the sample; (b) hybridizing the nucleic acid to a number of probes, or amplifying a number of nucleic acids, and (c) determining and/or quantitating nucleic acid hybridization to the probes or detecting and quantitating amplification products, wherein an expression profile is generated. See U.S. Provisional Patent Application 60/575,743 and the U.S. Provisional Patent Application 60/649,584, and U.S. patent application Ser. No. 11/141,707 and U.S. patent application Ser. No. 11/273,640, all of which are hereby incorporated by reference.


Methods of the invention involve diagnosing and/or assessing the prognosis of a patient based on an miRNA and/or a marker nucleic acid expression profile. In certain embodiments, the elevation or reduction in the level of expression of a particular gene or genetic pathway or set of nucleic acids in a cell is correlated with a disease state or pathological condition compared to the expression level of the same in a normal or non-pathologic cell or tissue sample. This correlation allows for diagnostic and/or prognostic methods to be carried out when the expression level of one or more nucleic acid is measured in a biological sample being assessed and then compared to the expression level of a normal or non-pathologic cell or tissue sample. It is specifically contemplated that expression profiles for patients, particularly those suspected of having or having a propensity for a particular disease or condition such as cancer, can be generated by evaluating any of or sets of the miRNAs and/or nucleic acids discussed in this application. The expression profile that is generated from the patient will be one that provides information regarding the particular disease or condition. In many embodiments, the profile is generated using nucleic acid hybridization or amplification, (e.g., array hybridization or RT-PCR). In certain aspects, an expression profile can be used in conjunction with other diagnostic and/or prognostic tests, such as histology, protein profiles in the serum and/or cytogenetic assessment.


The methods can further comprise one or more of the steps including: (a) obtaining a sample from the patient, (b) isolating nucleic acids from the sample, (c) labeling the nucleic acids isolated from the sample, and (d) hybridizing the labeled nucleic acids to one or more probes. Nucleic acids of the invention include one or more nucleic acid comprising at least one segment having a sequence or complementary sequence of to a nucleic acid representative of one or more of genes or markers in Table 2, 3, 4, 5, 6, 7, 8, and/or 12.


It is contemplated that any method or composition described herein can be implemented with respect to any other method or composition described herein and that different embodiments may be combined. It is specifically contemplated that any methods and compositions discussed herein with respect to miRNA molecules, miRNA, genes and nucleic acids representative of genes may be implemented with respect to synthetic nucleic acids. In some embodiments the synthetic nucleic acid is exposed to the proper conditions to allow it to become a processed or mature nucleic acid, such as a miRNA under physiological circumstances. The claims originally filed are contemplated to cover claims that are multiply dependent on any filed claim or combination of filed claims.


Also, any embodiment of the invention involving specific genes (including representative fragments there of), mRNA, or miRNAs by name is contemplated also to cover embodiments involving miRNAs whose sequences are at least 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99% identical to the mature sequence of the specified miRNA.


It will be further understood that shorthand notations are employed such that a generic description of a gene or marker thereof, or of an miRNA refers to any of its gene family members (distinguished by a number) or representative fragments thereof, unless otherwise indicated. It is understood by those of skill in the art that a “gene family” refers to a group of genes having the same coding sequence or miRNA coding sequence. Typically, miRNA members of a gene family are identified by a number following the initial designation. For example, miR-16-1 and miR-16-2 are members of the miR-16 gene family and “mir-7” refers to miR-7-1, miR-7-2 and miR-7-3. Moreover, unless otherwise indicated, a shorthand notation refers to related miRNAs (distinguished by a letter). Thus, “let-7,” for example, refers to let-7a, let-7b, let-7c, let-7d, let-7e, I and the like. Exceptions to this shorthand notation will be otherwise identified.









TABLE 1







Listing of miRNA for diagnosis and therapy.













Precursor


miRNA
Probe segment
miR Base Information
sequence





hsa-let-7a-1
SEQ ID NO: 1
>hsa-let-7a
SEQ ID NO: 12




MIMAT0000062


hsa-let-7a-2
SEQ ID NO: 2

SEQ ID NO: 13


hsa-let-7a-3
SEQ ID NO: 3

SEQ ID NO: 14


hsa-let-7b
SEQ ID NO: 4
>hsa-let-7b
SEQ ID NO: 15




MIMAT0000063


hsa-let-7c
SEQ ID NO: 5
>hsa-let-7c
SEQ ID NO: 16




MIMAT0000064


hsa-let-7d
SEQ ID NO: 6
>hsa-let-7d
SEQ ID NO: 17




MIMAT0000065


hsa-let-7e
SEQ ID NO: 7
>hsa-let-7e
SEQ ID NO: 18




MIMAT0000066


hsa-let-7f-1
SEQ ID NO: 8
>hsa-let-7f
SEQ ID NO: 19




MIMAT0000067


hsa-let-7f-2
SEQ ID NO: 9

SEQ ID NO: 20


hsa-let-7g
SEQ ID
>hsa-let-7g
SEQ ID NO: 21



NO: 10
MIMAT0000414


hsa-let-7i
SEQ ID
>hsa-let-7i
SEQ ID NO: 22



NO: 11
MIMAT0000415









Other embodiments of the invention are discussed throughout this application. Any embodiment discussed with respect to one aspect of the invention applies to other aspects of the invention as well and vice versa. The embodiments in the Example and Detailed Description section are understood to be embodiments of the invention that are applicable to all aspects of the invention.


The terms “inhibiting,” “reducing,” or “prevention,” or any variation of these terms, when used in the claims and/or the specification includes any measurable decrease or complete inhibition to achieve a desired result.


The use of the word “a” or “an” when used in conjunction with the term “comprising” in the claims and/or the specification may mean “one,” but it is also consistent with the meaning of “one or more,” “at least one,” and “one or more than one.”


Throughout this application, the term “about” is used to indicate that a value includes the standard deviation of error for the device or method being employed to determine the value.


The use of the term “or” in the claims is used to mean “and/or” unless explicitly indicated to refer to alternatives only or the alternatives are mutually exclusive, although the disclosure supports a definition that refers to only alternatives and “and/or.”


As used in this specification and claim(s), the words “comprising” (and any form of comprising, such as “comprise” and “comprises”), “having” (and any form of having, such as “have” and “has”), “including” (and any form of including, such as “includes” and “include”) or “containing” (and any form of containing, such as “contains” and “contain”) are inclusive or open-ended and do not exclude additional, unrecited elements or method steps.


Other objects, features and advantages of the present invention will become apparent from the following detailed description. It should be understood, however, that the detailed description and the specific examples, while indicating specific embodiments of the invention, are given by way of illustration only, since various changes and modifications within the spirit and scope of the invention will become apparent to those skilled in the art from this detailed description.





DESCRIPTION OF THE DRAWINGS

The following drawings form part of the present specification and are included to further demonstrate certain aspects of the present invention. The invention may be better understood by reference to one or more of these drawings in combination with the detailed description of specific embodiments presented herein.



FIG. 1. Percent (%) proliferation of hsa-let-7 treated cells relative to cells treated with negative control miRNA (100%). Abbreviations: let-7b, hsa-let-7b; let-7c, hsa-let-7c; let-7g, hsa-let7g; siEg5, siRNA against the motor protein kinesin 11 (Eg5); Etopo, etoposide; NC, negative control miRNA. Standard deviations are indicated in the graph.



FIG. 2. Dose dependent inhibition of various cell lines by hsa-let-7 using Alamar Blue proliferation assays. Cell proliferation is reported as % proliferation relative to % proliferation of mock-transfected cells (0 μM=100% proliferation). Standard deviations are indicated in the graphs. Abbreviations: NC, negative control miRNA.



FIG. 3. 1×106 H226 cells were electroporated with 1.6 μM let-7b or negative control miRNA (NC) and grown in standard growth media (day 0). On days 6, 10 and 17, cells were counted and repeatedly electroporated with 1.6 μM miRNA (indicated by arrowheads). To accommodate exponential cell growth, a fraction of the total cell population was re-seeded after miRNA delivery on days 10 and 17. Cell counts were extrapolated and plotted onto a linear scale. The graph shows one representative experiment.



FIG. 4. Percent (%) proliferation of H460 lung cancer cells following administration of various combinations of microRNAs. A positive sign under each bar in the graph indicates that the microRNA was present in the administered combination. Synergistic activity of two microRNAs is indicated by the letter “S” under the bar; additive activity of two microRNAs is indicated by the letter “A” under the bar. Standard deviations are shown in the graph. Abbreviations: Etopo, etoposide; NC, negative control miRNA.



FIG. 5. Average tumor volumes in mice harboring xenografts of A549 lung cancer cells treated with hsa-let-7b or with a negative control (NC) miRNA. Standard deviations are shown in the graph. Data points with p values<0.05 are indicated by an asterisk.





DETAILED DESCRIPTION OF THE INVENTION

The present invention is directed to compositions and methods relating to the identification and characterization of genes and biological pathways related to these genes as represented by the expression of the identified genes, as well as use of miRNAs related to such, for therapeutic, prognostic, and diagnostic applications, particularly those methods and compositions related to assessing and/or identifying pathological conditions directly or indirectly related to let-7 expression or the aberrant expression thereof.


In certain aspects, the invention is directed to methods for the assessment, analysis, and/or therapy of a cell or subject where certain genes have a reduced expression (relative to normal) as a result of an increased or decreased expression of the any one or a combination of let-7 family members (7a-1, 7a-2, 7a-3, 7b, 7c, 7d, 7e, 7f-1, 7f-2, 7g, and/or 71) and/or genes with an increased expression (relative to normal) as a result of an increased or decreased expression of one or a combination of let-7 family members (7a-1, 7a-2, 7a-3, 7b, 7c, 7d, 7e, 7f-1, 7f-2, 7g, and/or 71). The expression profile and/or response to let-7 expression or lack of expression are indicative of an individual with a pathological condition, e.g., cancer.


Prognostic assays featuring any one or combination of the miRNAs listed or the markers listed (including nucleic acids representative thereof) could be used to assess an patient to determine what if any treatment regimen is justified. As with the diagnostic assays mentioned above, the absolute values that define low expression will depend on the platform used to measure the miRNA(s). The same methods described for the diagnostic assays could be used for a prognostic assays.


I. THERAPEUTIC METHODS

Embodiments of the invention concern nucleic acids that perform the activities of or inhibit endogenous miRNAs when introduced into cells. In certain aspects, nucleic acids are synthetic or non-synthetic miRNA. Sequence-specific miRNA inhibitors can be used to inhibit sequentially or in combination the activities of one or more endogenous miRNAs in cells, as well those genes and associated pathways modulated by the endogenous miRNA.


The present invention concerns, in some embodiments, short nucleic acid molecules that function as miRNAs or as inhibitors of miRNA in a cell. The term “short” refers to a length of a single polynucleotide that is 25, 50, 100, or 150 nucleotides or fewer, including all integers or range derivable there between. The nucleic acid molecules are typically synthetic. The term “synthetic” means the nucleic acid molecule is isolated and not identical in sequence (the entire sequence) and/or chemical structure to a naturally-occurring nucleic acid molecule, such as an endogenous precursor miRNA or miRNA molecule. While in some embodiments, nucleic acids of the invention do not have an entire sequence that is identical to a sequence of a naturally-occurring nucleic acid, such molecules may encompass all or part of a naturally-occurring sequence. It is contemplated, however, that a synthetic nucleic acid administered to a cell may subsequently be modified or altered in the cell such that its structure or sequence is the same as non-synthetic or naturally occurring nucleic acid, such as a mature miRNA sequence. For example, a synthetic nucleic acid may have a sequence that differs from the sequence of a precursor miRNA, but that sequence may be altered once in a cell to be the same as an endogenous, processed miRNA. The term “isolated” means that the nucleic acid molecules of the invention are initially separated from different (in terms of sequence or structure) and unwanted nucleic acid molecules such that a population of isolated nucleic acids is at least about 90% homogenous, and may be at least about 95, 96, 97, 98, 99, or 100% homogenous with respect to other polynucleotide molecules. In many embodiments of the invention, a nucleic acid is isolated by virtue of it having been synthesized in vitro separate from endogenous nucleic acids in a cell. It will be understood, however, that isolated nucleic acids may be subsequently mixed or pooled together. In certain aspects, synthetic miRNA of the invention are RNA or RNA analogs. miRNA inhibitors may be DNA or RNA, or analogs thereof. miRNA and miRNA inhibitors of the invention are collectively referred to as “synthetic nucleic acids.”


In some embodiments, there is a synthetic miRNA having a length of between 17 and 130 residues. The present invention concerns synthetic miRNA molecules that are, are at least, or are at most 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 140, 145, 150, 160, 170, 180, 190, 200 or more residues in length, including any integer or any range derivable therein.


In certain embodiments, synthetic miRNA have (a) an “miRNA region” whose sequence from 5′ to 3′ is identical to all or a segment of a mature miRNA sequence, and (b) a “complementary region” whose sequence from 5′ to 3′ is between 60% and 100% complementary to the miRNA sequence. In certain embodiments, these synthetic miRNA are also isolated, as defined above. The term “miRNA region” refers to a region on the synthetic miRNA that is at least 75, 80, 85, 90, 95, or 100% identical, including all integers there between, to the entire sequence of a mature, naturally occurring miRNA sequence. In certain embodiments, the miRNA region is or is at least 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 99.1, 99.2, 99.3, 99.4, 99.5, 99.6, 99.7, 99.8, 99.9 or 100% identical to the sequence of a naturally-occurring miRNA.


The term “complementary region” refers to a region of a synthetic miRNA that is or is at least 60% complementary to the mature, naturally occurring miRNA sequence that the miRNA region is identical to. The complementary region is or is at least 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 99.1, 99.2, 99.3, 99.4, 99.5, 99.6, 99.7, 99.8, 99.9 or 100% complementary, or any range derivable therein. With single polynucleotide sequences, there may be a hairpin loop structure as a result of chemical bonding between the miRNA region and the complementary region. In other embodiments, the complementary region is on a different nucleic acid molecule than the miRNA region, in which case the complementary region is on the complementary strand and the miRNA region is on the active strand.


In other embodiments of the invention, there are synthetic nucleic acids that are miRNA inhibitors. An miRNA inhibitor is between about 17 to 25 nucleotides in length and comprises a 5′ to 3′ sequence that is at least 90% complementary to the 5′ to 3′ sequence of a mature miRNA. In certain embodiments, an miRNA inhibitor molecule is 17, 18, 19, 20, 21, 22, 23, 24, or 25 nucleotides in length, or any range derivable therein. Moreover, an miRNA inhibitor has a sequence (from 5′ to 3′) that is or is at least 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 99.1, 99.2, 99.3, 99.4, 99.5, 99.6, 99.7, 99.8, 99.9 or 100% complementary, or any range derivable therein, to the 5′ to 3′ sequence of a mature miRNA, particularly a mature, naturally occurring miRNA. One of skill in the art could use a portion of the miRNA sequence that is complementary to the sequence of a mature miRNA as the sequence for an miRNA inhibitor. Moreover, that portion of the probe sequence can be altered so that it is still 90% complementary to the sequence of a mature miRNA.


In some embodiments, of the invention, a synthetic miRNA contains one or more design element(s). These design elements include, but are not limited to: (i) a replacement group for the phosphate or hydroxyl of the nucleotide at the 5′ terminus of the complementary region; (ii) one or more sugar modifications in the first or last 1 to 6 residues of the complementary region; or, (iii) noncomplementarity between one or more nucleotides in the last 1 to 5 residues at the 3′ end of the complementary region and the corresponding nucleotides of the miRNA region. A variety design modifications are know in the art, see below.


In certain embodiments, a synthetic miRNA has a nucleotide at its 5′ end of the complementary region in which the phosphate and/or hydroxyl group has been replaced with another chemical group (referred to as the “replacement design”). In some cases, the phosphate group is replaced, while in others, the hydroxyl group has been replaced. In particular embodiments, the replacement group is biotin, an amine group, a lower alkylamine group, an acetyl group, 2′O-Me (2′ oxygen-methyl), DMTO (4,4′-dimethoxytrityl with oxygen), fluoroscein, a thiol, or acridine, though other replacement groups are well known to those of skill in the art and can be used as well. This design element can also be used with an miRNA inhibitor.


Additional embodiments concern a synthetic miRNA having one or more sugar modifications in the first or last 1 to 6 residues of the complementary region (referred to as the “sugar replacement design”). In certain cases, there is one or more sugar modifications in the first 1, 2, 3, 4, 5, 6 or more residues of the complementary region, or any range derivable therein. In additional cases, there is one or more sugar modifications in the last 1, 2, 3, 4, 5, 6 or more residues of the complementary region, or any range derivable therein, have a sugar modification. It will be understood that the terms “first” and “last” are with respect to the order of residues from the 5′ end to the 3′ end of the region. In particular embodiments, the sugar modification is a 2′O-Me modification. In further embodiments, there is one or more sugar modifications in the first or last 2 to 4 residues of the complementary region or the first or last 4 to 6 residues of the complementary region. This design element can also be used with an miRNA inhibitor. Thus, an miRNA inhibitor can have this design element and/or a replacement group on the nucleotide at the 5′ terminus, as discussed above.


In other embodiments of the invention, there is a synthetic miRNA in which one or more nucleotides in the last 1 to 5 residues at the 3′ end of the complementary region are not complementary to the corresponding nucleotides of the miRNA region (“noncomplementarity”) (referred to as the “noncomplementarity design”). The noncomplementarity may be in the last 1, 2, 3, 4, and/or 5 residues of the complementary miRNA. In certain embodiments, there is noncomplementarity with at least 2 nucleotides in the complementary region.


It is contemplated that synthetic miRNA of the invention have one or more of the replacement, sugar modification, or noncomplementarity designs. In certain cases, synthetic RNA molecules have two of them, while in others these molecules have all three designs in place.


The miRNA region and the complementary region may be on the same or separate polynucleotides. In cases in which they are contained on or in the same polynucleotide, the miRNA molecule will be considered a single polynucleotide. In embodiments in which the different regions are on separate polynucleotides, the synthetic miRNA will be considered to be comprised of two polynucleotides.


When the RNA molecule is a single polynucleotide, there can be a linker region between the miRNA region and the complementary region. In some embodiments, the single polynucleotide is capable of forming a hairpin loop structure as a result of bonding between the miRNA region and the complementary region. The linker constitutes the hairpin loop. It is contemplated that in some embodiments, the linker region is, is at least, or is at most 2, 3, 4, 5, 6, 7, 8, 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, 36, 37, 38, 39, or 40 residues in length, or any range derivable therein. In certain embodiments, the linker is between 3 and 30 residues (inclusive) in length.


In addition to having an miRNA region and a complementary region, there may be flanking sequences as well at either the 5′ or 3′ end of the region. In some embodiments, there is or is at least 1, 2, 3, 4, 5, 6, 7, 8, 9, 10 nucleotides or more, or any range derivable therein, flanking one or both sides of these regions.


Methods of the invention include reducing or eliminating activity of one or more miRNAs in a cell comprising introducing into a cell an miRNA inhibitor; or supplying or enhancing the activity of one or more miRNAs in a cell. The present invention also concerns inducing certain cellular characteristics by providing to a cell a particular nucleic acid, such as a specific synthetic miRNA molecule or a synthetic miRNA inhibitor molecule. However, in methods of the invention, the miRNA molecule or miRNA inhibitor need not be synthetic. They may have a sequence that is identical to a naturally occurring miRNA or they may not have any design modifications. In certain embodiments, the miRNA molecule and/or an miRNA inhibitor are synthetic, as discussed above.


The particular nucleic acid molecule provided to the cell is understood to correspond to a particular miRNA in the cell, and thus, the miRNA in the cell is referred to as the “corresponding miRNA.” In situations in which a named miRNA molecule is introduced into a cell, the corresponding miRNA will be understood to be the induced miRNA. It is contemplated, however, that the miRNA molecule introduced into a cell is not a mature miRNA but is capable of becoming a mature miRNA under the appropriate physiological conditions. In cases in which a particular corresponding miRNA is being inhibited by a miRNA inhibitor, the particular miRNA will be referred to as the targeted miRNA. It is contemplated that multiple corresponding miRNAs may be involved. In particular embodiments, more than one miRNA molecule is introduced into a cell. Moreover, in other embodiments, more than one miRNA inhibitor is introduced into a cell. Furthermore, a combination of miRNA molecule(s) and miRNA inhibitor(s) may be introduced into a cell.


Methods include identifying a cell or patient in need of inducing those cellular characteristics. Also, it will be understood that an amount of a synthetic nucleic acid that is provided to a cell or organism is an “effective amount,” which refers to an amount needed (or a sufficient amount) to achieve a desired goal, such as inducing a particular cellular characteristic(s).


In certain embodiments of the methods include providing or introducing to a cell a nucleic acid molecule corresponding to a mature miRNA in the cell in an amount effective to achieve a desired physiological result.


Moreover, methods can involve providing synthetic or nonsynthetic miRNA molecules. It is contemplated that in these embodiments, methods may or may not be limited to providing only one or more synthetic miRNA molecules or only on or more nonsynthetic miRNA molecules. Thus, in certain embodiments, methods may involve providing both synthetic and nonsynthetic miRNA molecules. In this situation, a cell or cells are most likely provided a synthetic miRNA molecule corresponding to a particular miRNA and a nonsynthetic miRNA molecule corresponding to a different miRNA. Furthermore, any method articulated using a list of miRNAs using Markush group language may be articulated without the Markush group language and a disjunctive article (i.e., or) instead, and vice versa.


In some embodiments, there is a method for reducing or inhibiting cell proliferation in a cell comprising introducing into or providing to the cell an effective amount of (i) an miRNA inhibitor molecule or (ii) a synthetic or nonsynthetic miRNA molecule that corresponds to an miRNA sequence. In certain embodiments the methods involves introducing into the cell an effective amount of (i) an miRNA inhibitor molecule having a 5′ to 3′ sequence that is at least 90% complementary to the 5′ to 3′ sequence of one or more mature miRNA.


Certain embodiments of the invention include methods of treating a pathologic condition, in particular cancer, e.g., lung or liver cancer. In one aspect, the method comprises contacting a target cell with one or more nucleic acid, synthetic miRNA, or miRNA comprising at least one nucleic acid segment having all or a portion of a miRNA sequence. The segment may be 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 30 or more nucleotides or nucleotide analog, including all integers there between. An aspect of the invention includes the modulation of gene expression, miRNA expression or function or mRNA expression or function within a target cell, such as a cancer cell.


Typically, an endogenous gene, miRNA or mRNA is modulated in the cell. In particular embodiments, the nucleic acid sequence comprises at least one segment that is at least 70, 75, 80, 85, 90, 95, or 100% identical in nucleic acid sequence to one or more miRNA or gene sequence. Modulation of the expression or processing of an endogenous gene, miRNA, or mRNA can be through modulation of the processing of a mRNA, such processing including transcription, transportation and/or translation with in a cell. Modulation may also be effected by the inhibition or enhancement of miRNA activity with a cell, tissue, or organ. Such processing may effect the expression of an encoded product or the stability of the mRNA. In still other embodiments, a nucleic acid sequence can comprise a modified nucleic acid sequence. In certain aspects, one or more miRNA sequence may include or comprise a modified nucleobase or nucleic acid sequence.


It will be understood in methods of the invention that a cell or other biological matter such as an organism (including patients) can be provided an miRNA or miRNA molecule corresponding to a particular miRNA by administering to the cell or organism a nucleic acid molecule that functions as the corresponding miRNA once inside the cell. The form of the molecule provided to the cell may not be the form that acts an miRNA once inside the cell. Thus, it is contemplated that in some embodiments, biological matter is provided a synthetic miRNA or a nonsynthetic miRNA, such as one that becomes processed into a mature and active miRNA once it has access to the cell's miRNA processing machinery. In certain embodiments, it is specifically contemplated that the miRNA molecule provided to the biological matter is not a mature miRNA molecule but a nucleic acid molecule that can be processed into the mature miRNA once it is accessible to miRNA processing machinery. The term “nonsynthetic” in the context of miRNA means that the miRNA is not “synthetic,” as defined herein. Furthermore, it is contemplated that in embodiments of the invention that concern the use of synthetic miRNAs, the use of corresponding nonsynthetic miRNAs is also considered an aspect of the invention, and vice versa. It will be understand that the term “providing” an agent is used to include “administering” the agent to a patient.


In certain embodiments, methods also include targeting an miRNA to modulate in a cell or organism. The term “targeting an miRNA to modulate” means a nucleic acid of the invention will be employed so as to modulate the selected miRNA. In some embodiments the modulation is achieved with a synthetic or non-synthetic miRNA that corresponds to the targeted miRNA, which effectively provides the targeted miRNA to the cell or organism (positive modulation). In other embodiments, the modulation is achieved with an miRNA inhibitor, which effectively inhibits the targeted miRNA in the cell or organism (negative modulation).


In some embodiments, the miRNA targeted to be modulated is an miRNA that affects a disease, condition, or pathway. In certain embodiments, the miRNA is targeted because a treatment can be provided by negative modulation of the targeted miRNA. In other embodiments, the miRNA is targeted because a treatment can be provided by positive modulation of the targeted miRNA.


In certain methods of the invention, there is a further step of administering the selected miRNA modulator to a cell, tissue, organ, or organism (collectively “biological matter”) in need of treatment related to modulation of the targeted miRNA or in need of the physiological or biological results discussed herein (such as with respect to a particular cellular pathway or result like decrease in cell viability). Consequently, in some methods of the invention there is a step of identifying a patient in need of treatment that can be provided by the miRNA modulator(s). It is contemplated that an effective amount of an miRNA modulator can be administered in some embodiments. In particular embodiments, there is a therapeutic benefit conferred on the biological matter, where a “therapeutic benefit” refers to an improvement in the one or more conditions or symptoms associated with a disease or condition or an improvement in the prognosis, duration, or status with respect to the disease. It is contemplated that a therapeutic benefit includes, but is not limited to, a decrease in pain, a decrease in morbidity, a decrease in a symptom. For example, with respect to cancer, it is contemplated that a therapeutic benefit can be inhibition of tumor growth, prevention of metastasis, reduction in number of metastases, inhibition of cancer cell proliferation, induction of cell death in cancer cells, inhibition of angiogenesis near cancer cells, induction of apoptosis of cancer cells, reduction in pain, reduction in risk of recurrence, induction of chemo- or radiosensitivity in cancer cells, prolongation of life, and/or delay of death directly or indirectly related to cancer.


Furthermore, it is contemplated that the miRNA compositions may be provided as part of a therapy to a patient, in conjunction with traditional therapies or preventative agents. Moreover, it is contemplated that any method discussed in the context of therapy may be applied as preventatively, particularly in a patient identified to be potentially in need of the therapy or at risk of the condition or disease for which a therapy is needed.


In addition, methods of the invention concern employing one or more nucleic acids corresponding to an miRNA and a therapeutic drug. The nucleic acid can enhance the effect or efficacy of the drug, reduce any side effects or toxicity, modify its bioavailability, and/or decrease the dosage or frequency needed. In certain embodiments, the therapeutic drug is a cancer therapeutic. Consequently, in some embodiments, there is a method of treating cancer in a patient comprising administering to the patient the cancer therapeutic and an effective amount of at least one miRNA molecule that improves the efficacy of the cancer therapeutic or protects non-cancer cells. Cancer therapies also include a variety of combination therapies with both chemical and radiation based treatments. Combination chemotherapies include but are not limited to, for example, bevacizumab, cisplatin (CDDP), carboplatin, EGFR inhibitors (gefitinib and cetuximab), procarbazine, mechlorethamine, cyclophosphamide, camptothecin, COX-2 inhibitors (e.g., celecoxib) ifosfamide, melphalan, chlorambucil, busulfan, nitrosurea, dactinomycin, daunorubicin, doxorubicin (adriamycin), bleomycin, plicomycin, mitomycin, etoposide (VP16), tamoxifen, raloxifene, estrogen receptor binding agents, taxol, taxotere, gemcitabien, navelbine, farnesyl-protein transferase inhibitors, transplatinum, 5-fluorouracil, vincristin, vinblastin and methotrexate, or any analog or derivative variant of the foregoing.


Generally, inhibitors of miRNAs can be given to achieve the opposite effect as compared to when nucleic acid molecules corresponding to the mature miRNA are given. Similarly, nucleic acid molecules corresponding to the mature miRNA can be given to achieve the opposite effect as compared to when inhibitors of the miRNA are given. For example, miRNA molecules that increase cell proliferation can be provided to cells to increase proliferation or inhibitors of such molecules can be provided to cells to decrease cell proliferation. The present invention contemplates these embodiments in the context of the different physiological effects observed with the different miRNA molecules and miRNA inhibitors disclosed herein. These include, but are not limited to, the following physiological effects: increase and decreasing cell proliferation, increasing or decreasing apoptosis, increasing transformation, increasing or decreasing cell viability, activating ERK, activating/inducing or inhibiting hTert, inhibit stimulation of Stat3, reduce or increase viable cell number, and increase or decrease number of cells at a particular phase of the cell cycle. Methods of the invention are generally contemplated to include providing or introducing one or more different nucleic acid molecules corresponding to one or more different miRNA molecules. It is contemplated that the following, at least the following, or at most the following number of different nucleic acid molecules may be provided or introduced: 1, 2, 3, 4, 5, 6, 7, 8, 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, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, or any range derivable therein. This also applies to the number of different miRNA molecules that can be provided or introduced into a cell.


II. MIRNA MOLECULES

MicroRNA molecules (“miRNAs”) are generally 21 to 22 nucleotides in length, though lengths of 19 and up to 23 nucleotides have been reported. The miRNAs are each processed from a longer precursor RNA molecule (“precursor miRNA”). Precursor miRNAs are transcribed from non-protein-encoding genes. The precursor miRNAs have two regions of complementarity that enables them to form a stem-loop- or fold-back-like structure, which is cleaved in animals by a ribonuclease III-like nuclease enzyme called Dicer. The processed miRNA is typically a portion of the stem.


The processed miRNA (also referred to as “mature miRNA”) become part of a large complex to down-regulate a particular target gene. Examples of animal miRNAs include those that imperfectly basepair with the target, which halts translation (Olsen et al., 1999; Seggerson et al., 2002). siRNA molecules also are processed by Dicer, but from a long, double-stranded RNA molecule. siRNAs are not naturally found in animal cells, but they can direct the sequence-specific cleavage of an mRNA target through a RNA-induced silencing complex (RISC) (Denli et al., 2003).


A. Array Preparation


The present invention concerns the preparation and use of miRNA or nucleic acid arrays, and/or miRNA or nucleic acid probe arrays, which are macroarrays or microarrays of nucleic acid molecules (probes) that are fully or nearly complementary (over the length of the prove) or identical (over the length of the prove) to a plurality of nucleic acid or miRNA molecules, precursor miRNA molecules, or nucleic acids derived from the various genes and gene pathways modulated by let-7 miRNAs and that are positioned on a support or support material in a spatially separated organization. Macroarrays are typically sheets of nitrocellulose or nylon upon which probes have been spotted. Microarrays position the nucleic acid probes more densely such that up to 10,000 nucleic acid molecules can be fit into a region typically 1 to 4 square centimeters. Microarrays can be fabricated by spotting nucleic acid molecules, e.g., genes, oligonucleotides, etc., onto substrates or fabricating oligonucleotide sequences in situ on a substrate. Spotted or fabricated nucleic acid molecules can be applied in a high density matrix pattern of up to about 30 non-identical nucleic acid molecules per square centimeter or higher, e.g. up to about 100 or even 1000 per square centimeter. Microarrays typically use coated glass as the solid support, in contrast to the nitrocellulose-based material of filter arrays. By having an ordered array of marker RNA and/or miRNA-complementing nucleic acid samples, the position of each sample can be tracked and linked to the original sample.


A variety of different array devices in which a plurality of distinct nucleic acid probes are stably associated with the surface of a solid support are known to those of skill in the art. Useful substrates for arrays include nylon, glass, metal, plastic, latex, and silicon. Such arrays may vary in a number of different ways, including average probe length, sequence or types of probes, nature of bond between the probe and the array surface, e.g. covalent or non-covalent, and the like. The labeling and screening methods of the present invention and the arrays are not limited in its utility with respect to any parameter except that the probes detect miRNA, or genes or nucleic acid representative of genes; consequently, methods and compositions may be used with a variety of different types of nucleic acid arrays.


Representative methods and apparatus for preparing a microarray have been described, for example, in U.S. Pat. Nos. 5,143,854; 5,202,231; 5,242,974; 5,288,644; 5,324,633; 5,384,261; 5,405,783; 5,412,087; 5,424,186; 5,429,807; 5,432,049; 5,436,327; 5,445,934; 5,468,613; 5,470,710; 5,472,672; 5,492,806; 5,525,464; 5,503,980; 5,510,270; 5,525,464; 5,527,681; 5,529,756; 5,532,128; 5,545,531; 5,547,839; 5,554,501; 5,556,752; 5,561,071; 5,571,639; 5,580,726; 5,580,732; 5,593,839; 5,599,695; 5,599,672; 5,610;287; 5,624,711; 5,631,134; 5,639,603; 5,654,413; 5,658,734; 5,661,028; 5,665,547; 5,667,972; 5,695,940; 5,700,637; 5,744,305; 5,800,992; 5,807,522; 5,830,645; 5,837,196; 5,871,928; 5,847,219; 5,876,932; 5,919,626; 6,004,755; 6,087,102; 6,368,799; 6,383,749; 6,617,112; 6,638,717; 6,720,138, as well as WO 93/17126; WO 95/11995; WO 95/21265; WO 95/21944; WO 95/35505; WO 96/31622; WO 97/10365; WO 97/27317; WO 99/35505; WO 09923256; WO 09936760; WO0138580; WO 0168255; WO 03020898; WO 03040410; WO 03053586; WO 03087297; WO 03091426; WO03100012; WO 04020085; WO 04027093; EP 373 203; EP 785 280; EP 799 897 and UK 8 803 000; the disclosures of which are all herein incorporated by reference.


It is contemplated that the arrays can be high density arrays, such that they contain 2, 20, 25, 50, 80, 100 or more different probes. It is contemplated that they may contain 1000, 16,000, 65,000, 250,000 or 1,000,000 or more different probes. The probes can be directed to targets in one or more different organisms or cell types. The oligonucleotide probes range from 5 to 50, 5 to 45, 10 to 40, 9 to 34, or 15 to 40 nucleotides in length in some embodiments. In certain embodiments, the oligonucleotide probes are 5, 10, 15, 20 to 20, 25, 30, 35, 40 nucleotides in length including all integers and ranges there between.


The location and sequence of each different probe sequence in the array are generally known. Moreover, the large number of different probes can occupy a relatively small area providing a high density array having a probe density of generally greater than about 60, 100, 600, 1000, 5,000, 10,000, 40,000, 100,000, or 400,000 different oligonucleotide probes per cm2. The surface area of the array can be about or less than about 1, 1.6, 2, 3, 4, 5, 6, 7, 8, 9, or 10


Moreover, a person of ordinary skill in the art could readily analyze data generated using an array. Such protocols are disclosed above, and include information found in WO 9743450; WO 03023058; WO 03022421; WO 03029485; WO 03067217; WO 03066906; WO 03076928; WO 03093810; WO 03100448A1, all of which are specifically incorporated by reference.


B. Sample Preparation


It is contemplated that the RNA and/or miRNA of a wide variety of samples can be analyzed using the arrays, index of probes, or array technology of the invention. While endogenous miRNA is contemplated for use with compositions and methods of the invention, recombinant miRNA—including nucleic acids that are complementary or identical to endogenous miRNA or precursor miRNA—can also be handled and analyzed as described herein. Samples may be biological samples, in which case, they can be from biopsy, fine needle aspirates, exfoliates, blood, tissue, organs, semen, saliva, tears, other bodily fluid, hair follicles, skin, or any sample containing or constituting biological cells, particularly cancer or hyperproliferative cells. In certain embodiments, samples may be, but are not limited to, biopsy, or cells purified or enriched to some extent from a biopsy or other bodily fluids or tissues. Alternatively, the sample may not be a biological sample, but be a chemical mixture, such as a cell-free reaction mixture (which may contain one or more biological enzymes).


C. Hybridization


After an array or a set of probes is prepared and/or the nucleic acid in the sample or probe is labeled, the population of target nucleic acids is contacted with the array or probes under hybridization conditions, where such conditions can be adjusted, as desired, to provide for an optimum level of specificity in view of the particular assay being performed. Suitable hybridization conditions are well known to those of skill in the art and reviewed in Sambrook et al. (2001) and WO 95/21944. Of particular interest in many embodiments is the use of stringent conditions during hybridization. Stringent conditions are known to those of skill in the art.


It is specifically contemplated that a single array or set of probes may be contacted with multiple samples. The samples may be labeled with different labels to distinguish the samples. For example, a single array can be contacted with a tumor tissue sample labeled with Cy3, and normal tissue sample labeled with Cy5. Differences between the samples for particular miRNAs corresponding to probes on the array can be readily ascertained and quantified.


The small surface area of the array permits uniform hybridization conditions, such as temperature regulation and salt content. Moreover, because of the small area occupied by the high density arrays, hybridization may be carried out in extremely small fluid volumes (e.g., about 250 μl or less, including volumes of about or less than about 5, 10, 25, 50, 60, 70, 80, 90, 100 μl, or any range derivable therein). In small volumes, hybridization may proceed very rapidly.


D. Differential Expression Analyses


Arrays of the invention can be used to detect differences between two samples. Specifically contemplated applications include identifying and/or quantifying differences between miRNA or gene expression from a sample that is normal and from a sample that is not normal, between a cancerous condition and a non-cancerous condition, or between two differently treated samples. Also, miRNA or gene expression may be compared between a sample believed to be susceptible to a particular disease or condition and one believed to be not susceptible or resistant to that disease or condition. A sample that is not normal is one exhibiting phenotypic or genotypic trait(s) of a disease or condition, or one believed to be not normal with respect to that disease or condition. It may be compared to a cell that is normal with respect to that disease or condition. Phenotypic traits include symptoms of, or susceptibility to, a disease or condition of which a component is or may or may not be genetic, or caused by a hyperproliferative or neoplastic cell or cells.


An array comprises a solid support with nucleic acid probes attached to the support. Arrays typically comprise a plurality of different nucleic acid probes that are coupled to a surface of a substrate in different, known locations. These arrays, also described as “microarrays” or colloquially “chips” have been generally described in the art, for example, U.S. Pat. Nos. 5,143,854, 5,445,934, 5,744,305, 5,677,195, 6,040,193, 5,424,186 and Fodor et al., (1991), each of which is incorporated by reference in its entirety for all purposes. Techniques for the synthesis of these arrays using mechanical synthesis methods are described in, e.g., U.S. Pat. No. 5,384,261, incorporated herein by reference in its entirety for all purposes. Although a planar array surface is used in certain aspects, the array may be fabricated on a surface of virtually any shape or even a multiplicity of surfaces. Arrays may be nucleic acids on beads, gels, polymeric surfaces, fibers such as fiber optics, glass or any other appropriate substrate, see U.S. Pat. Nos. 5,770,358, 5,789,162, 5,708,153, 6,040,193 and 5,800,992, which are hereby incorporated in their entirety for all purposes. Arrays may be packaged in such a manner as to allow for diagnostics or other manipulation of an all inclusive device, see for example, U.S. Pat. Nos. 5,856,174 and 5,922,591 incorporated in their entirety by reference for all purposes. See also U.S. patent application Ser. No. 09/545,207, filed Apr. 7, 2000 for additional information concerning arrays, their manufacture, and their characteristics, which is incorporated by reference in its entirety for all purposes.


Particularly, arrays can be used to evaluate samples with respect to pathological condition such as cancer and related conditions. It is specifically contemplated that the invention can be used to evaluate differences between stages or sub-classifications of disease, such as between benign, cancerous, and metastatic tissues or tumors.


Phenotypic traits to be assessed include characteristics such as longevity, morbidity, expected survival, susceptibility or receptivity to particular drugs or therapeutic treatments (drug efficacy), and risk of drug toxicity. Samples that differ in these phenotypic traits may also be evaluated using the compositions and methods described.


In certain embodiments, miRNA and/or expression profiles may be generated to evaluate and correlate those profiles with pharmacokinetics or therapies. For example, these profiles may be created and evaluated for patient tumor and blood samples prior to the patient's being treated or during treatment to determine if there are miRNA or genes whose expression correlates with the outcome of the patient's treatment. Identification of differential miRNAs or genes can lead to a diagnostic assay for evaluation of tumor and/or blood samples to determine what drug regimen the patient should be provided. In addition, it can be used to identify or select patients suitable for a particular clinical trial. If an expression profile is determined to be correlated with drug efficacy or drug toxicity, that may be relevant to whether that patient is an appropriate patient for receiving the drug or for a particular dosage of the drug.


In addition to the above prognostic assay, samples from patients with a variety of diseases can be evaluated to determine if different diseases can be identified based on miRNA and/or related gene expression levels. A diagnostic assay can be created based on the profiles that doctors can use to identify individuals with a disease or who are at risk to develop a disease. Alternatively, treatments can be designed based on miRNA profiling. Examples of such methods and compositions are described in the U.S. Provisional Patent Application entitled “Methods and Compositions Involving miRNA and miRNA Inhibitor Molecules” filed on May 23, 2005 in the names of David Brown, Lance Ford, Angie Cheng and Rich Jarvis, which is hereby incorporated by reference in its entirety.


E. Other Assays


In addition to the use of arrays and microarrays, it is contemplated that a number of difference assays could be employed to analyze miRNAs or related genes, their activities, and their effects. Such assays include, but are not limited to, nucleic amplification, polymerase chain reaction, quantitative PCR, RT-PCR, in situ hybridization, Northern hybridization, hybridization protection assay (HPA)(GenProbe), branched DNA (bDNA) assay (Chiron), rolling circle amplification (RCA), single molecule hybridization detection (US Genomics), Invader assay (ThirdWave Technologies), and/or Bridge Litigation Assay (Genaco).


III. NUCLEIC ACIDS

The present invention concerns nucleic acids, miRNAs, mRNAs, genes and representative fragments thereof that can be labeled, used in array analysis, or employed in diagnostic, therapeutic, or prognostic applications, particularly those related to pathological conditions such as cancer and in particular lung and liver cancers. The molecules may have been endogenously produced by a cell, or been synthesized or produced chemically or recombinantly. They may be isolated and/or purified. Table 1 indicates which SEQ ID NO correspond to a particular miRNA and accession numbers are provided for marker sequences. The name of a miRNA is often abbreviated and referred to without a hsa-prefix and will be understood as such, depending on the context. Unless otherwise indicated, miRNAs referred to in the application are human sequences identified as miR-X or let-X, where X is a number and/or letter.


In certain aspects, a miRNA probe designated by a suffix “5P” or “3P” can be used. “5P” indicates that the mature miRNA derives from the 5′ end of the precursor and a corresponding “3P” indicates that it derives from the 3′ end of the precursor, as described on the world wide web at sanger.ac.uk. Moreover, in some embodiments, a miRNA probe is used that does not correspond to a known human miRNA. It is contemplated that these non-human miRNA probes may be used in embodiments of the invention or that there may exist a human miRNA that is homologous to the non-human miRNA. In other embodiments, any mammalian cell, biological sample, or preparation thereof may be employed.


In some embodiments of the invention, methods and compositions involving miRNA may concern miRNA, markers, and/or other nucleic acids. Nucleic acids may be, be at least, or be at most 3, 4, 5, 6, 7, 8, 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, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 120, 130, 140, 150, 160, 170, 180, 190, 200, 210, 220, 230, 240, 250, 260, 270, 280, 290, 300, 310, 320, 330, 340, 350, 360, 370, 380, 390, 400, 410, 420, 430, 440, 441, 450, 460, 470, 480, 490, 500, 510, 520, 530, 540, 550, 560, 570, 580, 590, 600, 610, 620, 630, 640, 650, 660, 670, 680, 690, 700, 710, 720, 730, 740, 750, 760, 770, 780, 790, 800, 810, 820, 830, 840, 850, 860, 870, 880, 890, 900, 910, 920, 930, 940, 950, 960, 970, 980, 990, or 1000 nucleotides, or any range derivable therein, in length. Such lengths cover the lengths of processed miRNA, miRNA probes, precursor miRNA, miRNA containing vectors, control nucleic acids, and other probes and primers. In many embodiments, miRNA are 19-24 nucleotides in length, while miRNA probes are 19-35 nucleotides in length, depending on the length of the processed miRNA and any flanking regions added. miRNA precursors are generally between 62 and 110 nucleotides in humans.


Nucleic acids of the invention may have regions of identity or complementarity to another nucleic acid. It is contemplated that the region of complementarity or identity can be at least 5 contiguous residues, though it is specifically contemplated that the region is, is at least, or is at most 6, 7, 8, 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, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 110, 120, 130, 140, 150, 160, 170, 180, 190, 200, 210, 220, 230, 240, 250, 260, 270, 280, 290, 300, 310, 320, 330, 340, 350, 360, 370, 380, 390, 400, 410, 420, 430, 440, 441, 450, 460, 470, 480, 490, 500, 510, 520, 530, 540, 550, 560, 570, 580, 590, 600, 610, 620, 630, 640, 650, 660, 670, 680, 690, 700, 710, 720, 730, 740, 750, 760, 770, 780, 790, 800, 810, 820, 830, 840, 850, 860, 870, 880, 890, 900, 910, 920, 930, 940, 950, 960, 970, 980, 990, or 1000 contiguous nucleotides. It is further understood that the length of complementarity within a precursor miRNA or other nucleic acid or between a miRNA probe and a miRNA or a miRNA gene are such lengths. Moreover, the complementarity may be expressed as a percentage, meaning that the complementarity between a probe and its target is 90% or greater over the length of the probe. In some embodiments, complementarity is or is at least 90%, 95% or 100%. In particular, such lengths may be applied to any nucleic acid comprising a nucleic acid sequence identified in any of SEQ ID NO:1 through SEQ ID NO:22, accession number, or any other sequence disclosed herein. Typically, the commonly used name of the miRNA is given (with its identifying source in the prefix, for example, “hsa” for human sequences) and the processed miRNA sequence. Unless otherwise indicated, a miRNA without a prefix will be understood to refer to a human miRNA. Moreover, a lowercase letter in a miRNA name may or may not be lowercase; for example, hsa-mir-130b can also be referred to as miR-130B. The term “miRNA probe” refers to a nucleic acid probe that can identify a particular miRNA or structurally related miRNAs.


It is understood that some nucleic acids are derived from genomic sequences or a gene. In this respect, the term “gene” is used for simplicity to refer to the genomic sequence encoding the precursor nucleic acid or miRNA for a given miRNA or gene. However, embodiments of the invention may involve genomic sequences of a miRNA that are involved in its expression, such as a promoter or other regulatory sequences.


The term “recombinant” may be used and this generally refers to a molecule that has been manipulated in vitro or that is a replicated or expressed product of such a molecule.


The term “nucleic acid” is well known in the art. A “nucleic acid” as used herein will generally refer to a molecule (one or more strands) of DNA, RNA or a derivative or analog thereof, comprising a nucleobase. A nucleobase includes, for example, a naturally occurring purine or pyrimidine base found in DNA (e.g., an adenine “A,” a guanine “G,” a thymine “T” or a cytosine “C”) or RNA (e.g., an A, a G, an uracil “U” or a C). The term “nucleic acid” encompasses the terms “oligonucleotide” and “polynucleotide,” each as a subgenus of the Wi111 “nucleic acid.”


The term “miRNA” generally refers to a single-stranded molecule, but in specific embodiments, molecules implemented in the invention will also encompass a region or an additional strand that is partially (between 10 and 50% complementary across length of strand), substantially (greater than 50% but less than 100% complementary across length of strand) or fully complementary to another region of the same single-stranded molecule or to another nucleic acid. Thus, nucleic acids may encompass a molecule that comprises one or more complementary or self-complementary strand(s) or “complement(s)” of a particular sequence. For example, precursor miRNA may have a self-complementary region, which is up to 100% complementary. miRNA probes or nucleic acids of the invention can include, can be or can be at least 60, 65, 70, 75, 80, 85, 90, 95, 96, 97, 98, 99 or 100% complementary to their target.


It is understood that a “synthetic nucleic acid” of the invention means that the nucleic acid does not have a chemical structure or sequence of a naturally occurring nucleic acid. Consequently, it will be understood that the term “synthetic miRNA” refers to a “synthetic nucleic acid” that functions in a cell or under physiological conditions as a naturally occurring miRNA.


While embodiments of the invention may involve synthetic miRNAs or synthetic nucleic acids, in some embodiments of the invention, the nucleic acid molecule(s) need not be “synthetic.” In certain embodiments, a non-synthetic nucleic acid or miRNA employed in methods and compositions of the invention may have the entire sequence and structure of a naturally occurring mRNA or miRNA precursor or the mature mRNA or miRNA. For example, non-synthetic miRNAs used in methods and compositions of the invention may not have one or more modified nucleotides or nucleotide analogs. In these embodiments, the non-synthetic miRNA may or may not be recombinantly produced. In particular embodiments, the nucleic acid in methods and/or compositions of the invention is specifically a synthetic miRNA and not a non-synthetic miRNA (that is, not an miRNA that qualifies as “synthetic”); though in other embodiments, the invention specifically involves a non-synthetic miRNA and not a synthetic miRNA. Any embodiments discussed with respect to the use of synthetic miRNAs can be applied with respect to non-synthetic miRNAs, and vice versa.


It will be understood that the term “naturally occurring” refers to something found in an organism without any intervention by a person; it could refer to a naturally-occurring wildtype or mutant molecule. In some embodiments a synthetic miRNA molecule does not have the sequence of a naturally occurring miRNA molecule. In other embodiments, a synthetic miRNA molecule may have the sequence of a naturally occurring miRNA molecule, but the chemical structure of the molecule, particularly in the part unrelated specifically to the precise sequence (non-sequence chemical structure) differs from chemical structure of the naturally occurring miRNA molecule with that sequence. In some cases, the synthetic miRNA has both a sequence and non-sequence chemical structure that are not found in a naturally-occurring miRNA. Moreover, the sequence of the synthetic molecules will identify which miRNA is effectively being provided or inhibited; the endogenous miRNA will be referred to as the “corresponding miRNA.” Corresponding miRNA sequences that can be used in the context of the invention include, but are not limited to, all or a portion of those sequences in SEQ ID NOs: 1-22, as well as any other miRNA sequence, miRNA precursor sequence, or any sequence complementary thereof. In some embodiments, the sequence is or is derived from or contains all or part of a sequence identified in Table 1 to target a particular miRNA (or set of miRNAs) that can be used with that sequence.


As used herein, “hybridization”, “hybridizes” or “capable of hybridizing” is understood to mean the forming of a double or triple stranded molecule or a molecule with partial double or triple stranded nature. The term “anneal” as used herein is synonymous with “hybridize.” The term “hybridization”, “hybridize(s)” or “capable of hybridizing” encompasses the terms “stringent condition(s)” or “high stringency” and the terms “low stringency” or “low stringency condition(s).”


As used herein “stringent condition(s)” or “high stringency” are those conditions that allow hybridization between or within one or more nucleic acid strand(s) containing complementary sequence(s), but preclude hybridization of random sequences. Stringent conditions tolerate little, if any, mismatch between a nucleic acid and a target strand. Such conditions are well known to those of ordinary skill in the art, and are preferred for applications requiring high selectivity. Non-limiting applications include isolating a nucleic acid, such as a gene or a nucleic acid segment thereof, or detecting at least one specific mRNA transcript or a nucleic acid segment thereof, and the like.


Stringent conditions may comprise low salt and/or high temperature conditions, such as provided by about 0.02 M to about 0.5 M NaCl at temperatures of about 42° C. to about 70° C. It is understood that the temperature and ionic strength of a desired stringency are determined in part by the length of the particular nucleic acid(s), the length and nucleobase content of the target sequence(s), the charge composition of the nucleic acid(s), and to the presence or concentration of formamide, tetramethylammonium chloride or other solvent(s) in a hybridization mixture.


It is also understood that these ranges, compositions and conditions for hybridization are mentioned by way of non-limiting examples only, and that the desired stringency for a particular hybridization reaction is often determined empirically by comparison to one or more positive or negative controls. Depending on the application envisioned it is preferred to employ varying conditions of hybridization to achieve varying degrees of selectivity of a nucleic acid towards a target sequence. In a non-limiting example, identification or isolation of a related target nucleic acid that does not hybridize to a nucleic acid under stringent conditions may be achieved by hybridization at low temperature and/or high ionic strength. Such conditions are termed “low stringency” or “low stringency conditions,” and non-limiting examples of low stringency include hybridization performed at about 0.15 M to about 0.9 M NaCl at a temperature range of about 20° C. to about 50° C. Of course, it is within the skill of one in the art to further modify the low or high stringency conditions to suite a particular application.


A. Nucleobase, Nucleoside, Nucleotide, and Modified Nucleotides


As used herein a “nucleobase” refers to a heterocyclic base, such as for example a naturally occurring nucleobase (i.e., an A, T, G, C or U) found in at least one naturally occurring nucleic acid (i.e., DNA and RNA), and naturally or non-naturally occurring derivative(s) and analogs of such a nucleobase. A nucleobase generally can form one or more hydrogen bonds (“anneal” or “hybridize”) with at least one naturally occurring nucleobase in a manner that may substitute for naturally occurring nucleobase pairing (e.g., the hydrogen bonding between A and T, G and C, and A and U).


“Purine” and/or “pyrimidine” nucleobase(s) encompass naturally occurring purine and/or pyrimidine nucleobases and also derivative(s) and analog(s) thereof, including but not limited to, those a purine or pyrimidine substituted by one or more of an alkyl, carboxyalkyl, amino, hydroxyl, halogen (i.e., fluoro, chloro, bromo, or iodo), thiol or alkylthiol moiety. Preferred alkyl (e.g., alkyl, caboxyalkyl, etc.) moieties comprise of from about 1, about 2, about 3, about 4, about 5, to about 6 carbon atoms. Other non-limiting examples of a purine or pyrimidine include a deazapurine, a 2,6-diaminopurine, a 5-fluorouracil, a xanthine, a hypoxanthine, a 8-bromoguanine, a 8-chloroguanine, a bromothymine, a 8-aminoguanine, a 8-hydroxyguanine, a 8-methylguanine, a 8-thioguanine, an azaguanine, a 2-aminopurine, a 5-ethylcytosine, a 5-methylcyosine, a 5-bromouracil, a 5-ethyluracil, a 5-iodouracil, a 5-chlorouracil, a 5-propyluracil, a thiouracil, a 2-methyladenine, a methylthioadenine, a N,N-diemethyladenine, an azaadenines, a 8-bromoadenine, a 8-hydroxyadenine, a 6-hydroxyaminopurine, a 6-thiopurine, a 4-(6-aminohexyl/cytosine), and the like. Other examples are well known to those of skill in the art.


As used herein, a “nucleoside” refers to an individual chemical unit comprising a nucleobase covalently attached to a nucleobase linker moiety. A non-limiting example of a “nucleobase linker moiety” is a sugar comprising 5-carbon atoms (i.e., a “5-carbon sugar”), including but not limited to a deoxyribose, a ribose, an arabinose, or a derivative or an analog of a 5-carbon sugar. Non-limiting examples of a derivative or an analog of a 5-carbon sugar include a 2′-fluoro-2′-deoxyribose or a carbocyclic sugar where a carbon is substituted for an oxygen atom in the sugar ring. Different types of covalent attachment(s) of a nucleobase to a nucleobase linker moiety are known in the art (Kornberg and Baker, 1992).


As used herein, a “nucleotide” refers to a nucleoside further comprising a “backbone moiety”. A backbone moiety generally covalently attaches a nucleotide to another molecule comprising a nucleotide, or to another nucleotide to form a nucleic acid. The “backbone moiety” in naturally occurring nucleotides typically comprises a phosphorus moiety, which is covalently attached to a 5-carbon sugar. The attachment of the backbone moiety typically occurs at either the 3′- or 5′-position of the 5-carbon sugar. However, other types of attachments are known in the art, particularly when a nucleotide comprises derivatives or analogs of a naturally occurring 5-carbon sugar or phosphorus moiety.


A nucleic acid may comprise, or be composed entirely of, a derivative or analog of a nucleobase, a nucleobase linker moiety and/or backbone moiety that may be present in a naturally occurring nucleic acid. RNA with nucleic acid analogs may also be labeled according to methods of the invention. As used herein a “derivative” refers to a chemically modified or altered form of a naturally occurring molecule, while the terms “mimic” or “analog” refer to a molecule that may or may not structurally resemble a naturally occurring molecule or moiety, but possesses similar functions. As used herein, a “moiety” generally refers to a smaller chemical or molecular component of a larger chemical or molecular structure. Nucleobase, nucleoside and nucleotide analogs or derivatives are well known in the art, and have been described (see for example, Scheit, 1980, incorporated herein by reference).


Additional non-limiting examples of nucleosides, nucleotides or nucleic acids include


those in: U.S. Pat. Nos. 5,681,947, 5,652,099 and 5,763,167, 5,614,617, 5,670,663, 5,872,232, 5,859,221, 5,446,137, 5,886,165, 5,714,606, 5,672,697, 5,466,786, 5,792,847, 5,223,618, 5,470,967, 5,378,825, 5,777,092, 5,623,070, 5,610,289, 5,602,240, 5,858,988, 5,214,136, 5,700,922, 5,708,154, 5,728,525, 5,637,683, 6,251,666, 5,480,980, and 5,728,525, each of which is incorporated herein by reference in its entirety.


Labeling methods and kits of the invention specifically contemplate the use of nucleotides that are both modified for attachment of a label and can be incorporated into a miRNA molecule. Such nucleotides include those that can be labeled with a dye, including a fluorescent dye, or with a molecule such as biotin. Labeled nucleotides are readily available; they can be acquired commercially or they can be synthesized by reactions known to those of skill in the art.


Modified nucleotides for use in the invention are not naturally occurring nucleotides, but instead, refer to prepared nucleotides that have a reactive moiety on them. Specific reactive functionalities of interest include: amino, sulfhydryl, sulfoxyl, aminosulfhydryl, azido, epoxide, isothiocyanate, isocyanate, anhydride, monochlorotriazine, dichlorotriazine, mono- or dihalogen substituted pyridine, mono- or disubstituted diazine, maleimide, epoxide, aziridine, sulfonyl halide, acid halide, alkyl halide, aryl halide, alkylsulfonate, N-hydroxysuccinimide ester, imido ester, hydrazine, azidonitrophenyl, azide, 3-(2-pyridyl dithio)-propionamide, glyoxal, aldehyde, iodoacetyl, cyanomethyl ester, p-nitrophenyl ester, o-nitrophenyl ester, hydroxypyridine ester, carbonyl imidazole, and the other such chemical groups. In some embodiments, the reactive functionality may be bonded directly to a nucleotide, or it may be bonded to the nucleotide through a linking group. The functional moiety and any linker cannot substantially impair the ability of the nucleotide to be added to the miRNA or to be labeled. Representative linking groups include carbon containing linking groups, typically ranging from about 2 to 18, usually from about 2 to 8 carbon atoms, where the carbon containing linking groups may or may not include one or more heteroatoms, e.g. S, O, N etc., and may or may not include one or more sites of unsaturation. Of particular interest in many embodiments are alkyl linking groups, typically lower alkyl linking groups of 1 to 16, usually 1 to 4 carbon atoms, where the linking groups may include one or more sites of unsaturation. The functionalized nucleotides (or primers) used in the above methods of functionalized target generation may be fabricated using known protocols or purchased from commercial vendors, e.g., Sigma, Roche, Ambion, Biosearch Technologies and NEN. Functional groups may be prepared according to ways known to those of skill in the art, including the representative information found in U.S. Pat. Nos. 4,404,289; 4,405,711; 4,337,063 and 5,268,486, and U.K. Patent 1,529,202, which are all incorporated by reference.


Amine-modified nucleotides are used in several embodiments of the invention. The amine-modified nucleotide is a nucleotide that has a reactive amine group for attachment of the label. It is contemplated that any ribonucleotide (G, A, U, or C) or deoxyribonucleotide (G, A, T, or C) can be modified for labeling. Examples include, but are not limited to, the following modified ribo- and deoxyribo-nucleotides: 5-(3-aminoallyl)-UTP; 8-[(4-amino)butyl]-amino-ATP and 8-[(6-amino)butyl]-amino-ATP; N6-(4-amino)butyl-ATP, N6-(6-amino)butyl-ATP, N4-[2,2-oxy-bis-(ethylamine)]-CTP; N6-(6-Amino)hexyl-ATP; 8-[(6-Amino)hexyl]-amino-ATP; 5-propargylamino-CTP, 5-propargylamino-UTP; 5-(3-aminoallyl)-dUTP; 8-[(4-amino)butyl]-amino-dATP and 8-[(6-amino)butyl]-amino-dATP; N6-(4-amino)butyl-dATP, N6-(6-amino)butyl-dATP, N4-[2,2-oxy-bis-(ethylamine)]-dCTP; N6-(6-Amino)hexyl-dATP; 8-[(6-Amino)hexyl]-amino-dATP; 5-propargylamino-dCTP, and 5-propargylamino-dUTP. Such nucleotides can be prepared according to methods known to those of skill in the art. Moreover, a person of ordinary skill in the art could prepare other nucleotide entities with the same amine-modification, such as a 5-(3-aminoallyl)-CTP, GTP, ATP, dCTP, dGTP, dTTP, or dUTP in place of a 5-(3-aminoallyl)-UTP.


B. Preparation of Nucleic Acids


A nucleic acid may be made by any technique known to one of ordinary skill in the art, such as for example, chemical synthesis, enzymatic production or biological production. It is specifically contemplated that miRNA probes of the invention are chemically synthesized.


In some embodiments of the invention, miRNAs are recovered or isolated from a biological sample. The miRNA may be recombinant or it may be natural or endogenous to the cell (produced from the cell's genome). It is contemplated that a biological sample may be treated in a way so as to enhance the recovery of small RNA molecules such as miRNA. U.S. patent application Ser. No. 10/667,126 describes such methods and it is specifically incorporated by reference herein. Generally, methods involve lysing cells with a solution having guanidinium and a detergent.


Alternatively, nucleic acid synthesis is performed according to standard methods. See, for example, Itakura and Riggs (1980) and U.S. Pat. Nos. 4,704,362, 5,221,619, and 5,583,013, each of which is incorporated herein by reference. Non-limiting examples of a synthetic nucleic acid (e.g., a synthetic oligonucleotide), include a nucleic acid made by in vitro chemically synthesis using phosphotriester, phosphite, or phosphoramidite chemistry and solid phase techniques such as described in EP 266,032, incorporated herein by reference, or via deoxynucleoside H-phosphonate intermediates as described by Froehler et al., 1986 and U.S. Pat. No. 5,705,629, each incorporated herein by reference. Various different mechanisms of oligonucleotide synthesis have been disclosed in for example, U.S. Pat. Nos. 4,659,774, 4,816,571, 5,141,813, 5,264,566, 4,959,463, 5,428,148, 5,554,744, 5,574,146, 5,602,244, each of which is incorporated herein by reference.


A non-limiting example of an enzymatically produced nucleic acid include one produced by enzymes in amplification reactions such as PCR™ (see for example, U.S. Pat. Nos. 4,683,202 and 4,682,195, each incorporated herein by reference), or the synthesis of an oligonucleotide described in U.S. Pat. No. 5,645,897, incorporated herein by reference. See also Sambrook et al., 2001, incorporated herein by reference).


Oligonucleotide synthesis is well known to those of skill in the art. Various different mechanisms of oligonucleotide synthesis have been disclosed in for example, U.S. Pat. Nos. 4,659,774, 4,816,571, 5,141,813, 5,264,566, 4,959,463, 5,428,148, 5,554,744, 5,574,146, 5,602,244, each of which is incorporated herein by reference.


Recombinant methods for producing nucleic acids in a cell are well known to those of skill in the art. These include the use of vectors (viral and non-viral), plasmids, cosmids, and other vehicles for delivering a nucleic acid to a cell, which may be the target cell (e.g., a cancer cell) or simply a host cell (to produce large quantities of the desired RNA molecule). Alternatively, such vehicles can be used in the context of a cell free system so long as the reagents for generating the RNA molecule are present. Such methods include those described in Sambrook, 2003, Sambrook, 2001 and Sambrook, 1989, which are hereby incorporated by reference.


C. Isolation of Nucleic Acids


Nucleic acids may be isolated using techniques well known to those of skill in the art, though in particular embodiments, methods for isolating small nucleic acid molecules, and/or isolating RNA molecules can be employed. Chromatography is a process often used to separate or isolate nucleic acids from protein or from other nucleic acids. Such methods can involve electrophoresis with a gel matrix, filter columns, alcohol precipitation, and/or other chromatography. If miRNA from cells is to be used or evaluated, methods generally involve lysing the cells with a chaotropic (e.g., guanidinium isothiocyanate) and/or detergent (e.g., N-lauroyl sarcosine) prior to implementing processes for isolating particular populations of RNA.


In particular methods for separating miRNA from other nucleic acids, a gel matrix is prepared using polyacrylamide, though agarose can also be used. The gels may be graded by concentration or they may be uniform. Plates or tubing can be used to hold the gel matrix for electrophoresis. Usually one-dimensional electrophoresis is employed for the separation of nucleic acids. Plates are used to prepare a slab gel, while the tubing (glass or rubber, typically) can be used to prepare a tube gel. The phrase “tube electrophoresis” refers to the use of a tube or tubing, instead of plates, to form the gel. Materials for implementing tube electrophoresis can be readily prepared by a person of skill in the art or purchased, such as from C.B.S. Scientific Co., Inc. or Scie-Plas.


Methods may involve the use of organic solvents and/or alcohol to isolate nucleic acids, particularly miRNA used in methods and compositions of the invention. Some embodiments are described in U.S. patent application Ser. No. 10/667,126, which is hereby incorporated by reference. Generally, this disclosure provides methods for efficiently isolating small RNA molecules from cells comprising: adding an alcohol solution to a cell lysate and applying the alcohol/lysate mixture to a solid support before eluting the RNA molecules from the solid support. In some embodiments, the amount of alcohol added to a cell lysate achieves an alcohol concentration of about 55% to 60%. While different alcohols can be employed, ethanol works well. A solid support may be any structure, and it includes beads, filters, and columns, which may include a mineral or polymer support with electronegative groups. A glass fiber filter or column has worked particularly well for such isolation procedures.


In specific embodiments, miRNA isolation processes include: a) lysing cells in the sample with a lysing solution comprising guanidinium, wherein a lysate with a concentration of at least about 1 M guanidinium is produced; b) extracting miRNA molecules from the lysate with an extraction solution comprising phenol; c) adding to the lysate an alcohol solution for form a lysate/alcohol mixture, wherein the concentration of alcohol in the mixture is between about 35% to about 70%; d) applying the lysate/alcohol mixture to a solid support; e) eluting the miRNA molecules from the solid support with an ionic solution; and, f) capturing the miRNA molecules. Typically the sample is dried down and resuspended in a liquid and volume appropriate for subsequent manipulation.


IV. LABELS AND LABELING TECHNIQUES

In some embodiments, the present invention concerns miRNA that are labeled. It is contemplated that miRNA may first be isolated and/or purified prior to labeling. This may achieve a reaction that more efficiently labels the miRNA, as opposed to other RNA in a sample in which the miRNA is not isolated or purified prior to labeling. In many embodiments of the invention, the label is non-radioactive. Generally, nucleic acids may be labeled by adding labeled nucleotides (one-step process) or adding nucleotides and labeling the added nucleotides (two-step process).


A. Labeling Techniques


In some embodiments, nucleic acids are labeled by catalytically adding to the nucleic acid an already labeled nucleotide or nucleotides. One or more labeled nucleotides can be added to miRNA molecules. See U.S. Pat. No. 6,723,509, which is hereby incorporated by reference.


In other embodiments, an unlabeled nucleotide or nucleotides is catalytically added to a miRNA, and the unlabeled nucleotide is modified with a chemical moiety that enables it to be subsequently labeled. In embodiments of the invention, the chemical moiety is a reactive amine such that the nucleotide is an amine-modified nucleotide. Examples of amine-modified nucleotides are well known to those of skill in the art, many being commercially available such as from Ambion, Sigma, Jena Bioscience, and TriLink.


In contrast to labeling of cDNA during its synthesis, the issue for labeling miRNA is how to label the already existing molecule. The present invention concerns the use of an enzyme capable of using a di- or tri-phosphate ribonucleotide or deoxyribonucleotide as a substrate for its addition to a miRNA. Moreover, in specific embodiments, it involves using a modified di- or tri-phosphate ribonucleotide, which is added to the 3′ end of a miRNA. Enzymes capable of adding such nucleotides include, but are not limited to, poly(A) polymerase, terminal transferase, and polynucleotide phosphorylase. In specific embodiments of the invention, a ligase is contemplated as not being the enzyme used to add the label, and instead, a non-ligase enzyme is employed. Terminal transferase catalyzes the addition of nucleotides to the 3′ terminus of a nucleic acid. Polynucleotide phosphorylase can polymerize nucleotide diphosphates without the need for a primer.


B. Labels


Labels on miRNA or miRNA probes may be colorimetric (includes visible and UV spectrum, including fluorescent), luminescent, enzymatic, or positron emitting (including radioactive). The label may be detected directly or indirectly. Radioactive labels include 125I, 32P, 33P, and 35S. Examples of enzymatic labels include alkaline phosphatase, luciferase, horseradish peroxidase, and β-galactosidase. Labels can also be proteins with luminescent properties, e.g., green fluorescent protein and phycoerythrin.


The colorimetric and fluorescent labels contemplated for use as conjugates include, but are not limited to, Alexa Fluor dyes, BODIPY dyes, such as BODIPY FL; Cascade Blue; Cascade Yellow; coumarin and its derivatives, such as 7-amino-4-methylcoumarin, aminocoumarin and hydroxycoumarin; cyanine dyes, such as Cy3 and Cy5; eosins and erythrosins; fluorescein and its derivatives, such as fluorescein isothiocyanate; macrocyclic chelates of lanthanide ions, such as Quantum Dye™; Marina Blue; Oregon Green; rhodamine dyes, such as rhodamine red, tetramethylrhodamine and rhodamine 6G; Texas Red; fluorescent energy transfer dyes, such as thiazole orange-ethidium heterodimer; and, TOTAB.


Specific examples of dyes include, but are not limited to, those identified above and the following: Alexa Fluor 350, Alexa Fluor 405, Alexa Fluor 430, Alexa Fluor 488, Alexa Fluor 500. Alexa Fluor 514, Alexa Fluor 532, Alexa Fluor 546, Alexa Fluor 555, Alexa Fluor 568, Alexa Fluor 594, Alexa Fluor 610, Alexa Fluor 633, Alexa Fluor 647, Alexa Fluor 660, Alexa Fluor 680, Alexa Fluor 700, and, Alexa Fluor 750; amine-reactive BODIPY dyes, such as BODIPY 493/503, BODIPY 530/550, BODIPY 558/568, BODIPY 564/570, BODIPY 576/589, BODIPY 581/591, BODIPY 630/650, BODIPY 650/655, BODIPY FL, BODIPY R6G, BODIPY TMR, and, BODIPY-TR; Cy3, Cy5,6-FAM, Fluorescein Isothiocyanate, HEX, 6-JOE, Oregon Green 488, Oregon Green 500, Oregon Green 514, Pacific Blue, REG, Rhodamine Green, Rhodamine Red, Renographin, ROX, SYPRO, TAMRA, 2′,4′,5′,7′-Tetrabromosulfonefluorescein, and TET.


Specific examples of fluorescently labeled ribonucleotides are available from Molecular Probes, and these include, Alexa Fluor 488-5-UTP, Fluorescein-12-UTP, BODIPY FL-14-UTP, BODIPY TMR-14-UTP, Tetramethylrhodamine-6-UTP, Alexa Fluor 546-14-UTP, Texas Red-5-UTP, and BODIPY TR-14-UTP. Other fluorescent ribonucleotides are available from Amersham Biosciences, such as Cy3-UTP and Cy5-UTP.


Examples of fluorescently labeled deoxyribonucleotides include Dinitrophenyl (DNP)-11-dUTP, Cascade Blue-7-dUTP, Alexa Fluor 488-5-dUTP, Fluorescein-12-dUTP, Oregon Green 488-5-dUTP, BODIPY FL-14-dUTP, Rhodamine Green-5-dUTP, Alexa Fluor 532-5-dUTP, BODIPY TMR-14-dUTP, Tetramethylrhodamine-6-dUTP, Alexa Fluor 546-14-dUTP, Alexa Fluor 568-5-dUTP, Texas Red-12-dUTP, Texas Red-5-dUTP, BODIPY TR-14-dUTP, Alexa Fluor 594-5-dUTP, BODIPY 630/650-14-dUTP, BODIPY 650/665-14-dUTP; Alexa Fluor 488-7-OBEA-dCTP, Alexa Fluor 546-16-OBEA-dCTP, Alexa Fluor 594-7-OBEA-dCTP, Alexa Fluor 647-12-OBEA-dCTP.


It is contemplated that nucleic acids may be labeled with two different labels. Furthermore, fluorescence resonance energy transfer (FRET) may be employed in methods of the invention (e.g., Klostermeier et al., 2002; Emptage, 2001; Didenko, 2001, each incorporated by reference).


Alternatively, the label may not be detectable per se, but indirectly detectable or allowing for the isolation or separation of the targeted nucleic acid. For example, the label could be biotin, digoxigenin, polyvalent cations, chelator groups and the other ligands, include ligands for an antibody.


C. Visualization Techniques


A number of techniques for visualizing or detecting labeled nucleic acids are readily available. Such techniques include, microscopy, arrays, Fluorometry, Light cyclers or other real time PCR machines, FACS analysis, scintillation counters, Phosphoimagers, Geiger counters, MRI, CAT, antibody-based detection methods (Westerns, immunofluorescence, immunohistochemistry), histochemical techniques, HPLC (Griffey et al., 1997), spectroscopy, capillary gel electrophoresis (Cummins et al., 1996), spectroscopy; mass spectroscopy; radiological techniques; and mass balance techniques.


When two or more differentially colored labels are employed, fluorescent resonance energy transfer (FRET) techniques may be employed to characterize association of one or more nucleic acid. Furthermore, a person of ordinary skill in the art is well aware of ways of visualizing, identifying, and characterizing labeled nucleic acids, and accordingly, such protocols may be used as part of the invention. Examples of tools that may be used also include fluorescent microscopy, a BioAnalyzer, a plate reader, Storm (Molecular Dynamics), Array Scanner, FACS (fluorescent activated cell sorter), or any instrument that has the ability to excite and detect a fluorescent molecule.


V. KITS

Any of the compositions described herein may be comprised in a kit. In a non-limiting example, reagents for isolating miRNA, labeling miRNA, and/or evaluating a miRNA population using an array, nucleic acid amplification, and/or hybridization can be included in a kit, as well reagents for preparation of samples from blood samples. The kit may further include reagents for creating or synthesizing miRNA probes. The kits will thus comprise, in suitable container means, an enzyme for labeling the miRNA by incorporating labeled nucleotide or unlabeled nucleotides that are subsequently labeled. In certain aspects, the kit can include amplification reagents. In other aspects, the kit may include various supports, such as glass, nylon, polymeric beads, and the like, and/or reagents for coupling any probes and/or target nucleic acids. It may also include one or more buffers, such as reaction buffer, labeling buffer, washing buffer, or a hybridization buffer, compounds for preparing the miRNA probes, and components for isolating miRNA. Other kits of the invention may include components for making a nucleic acid array comprising miRNA, and thus, may include, for example, a solid support.


Kits for implementing methods of the invention described herein are specifically contemplated. In some embodiments, there are kits for preparing miRNA for multi-labeling and kits for preparing miRNA probes and/or miRNA arrays. In these embodiments, kit comprise, in suitable container means, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12 or more of the following: (1) poly(A) polymerase; (2) unmodified nucleotides (G, A, T, C, and/or U); (3) a modified nucleotide (labeled or unlabeled); (4) poly(A) polymerase buffer; and, (5) at least one microfilter; (6) label that can be attached to a nucleotide; (7) at least one miRNA probe; (8) reaction buffer; (9) a miRNA array or components for making such an array; (10) acetic acid; (11) alcohol; (12) solutions for preparing, isolating, enriching, and purifying miRNAs or miRNA probes or arrays. Other reagents include those generally used for manipulating RNA, such as formamide, loading dye, ribonuclease inhibitors, and DNase.


In specific embodiments, kits of the invention include an array containing miRNA probes, as described in the application. An array may have probes corresponding to all known miRNAs of an organism or a particular tissue or organ in particular conditions, or to a subset of such probes. The subset of probes on arrays of the invention may be or include those identified as relevant to a particular diagnostic, therapeutic, or prognostic application. For example, the array may contain one or more probes that is indicative or suggestive of (1) a disease or condition (acute myeloid leukemia), (2) susceptibility or resistance to a particular drug or treatment; (3) susceptibility to toxicity from a drug or substance; (4) the stage of development or severity of a disease or condition (prognosis); and (5) genetic predisposition to a disease or condition.


For any kit embodiment, including an array, there can be nucleic acid molecules that contain or can be used to amplify a sequence that is a variant of, identical to or complementary to all or part of any of SEQ ID NOS: 1-22. In certain embodiments, a kit or array of the invention can contain one or more probes for the miRNAs identified by SEQ ID NOS:1-22. Any nucleic acid discussed above may be implemented as part of a kit.


The components of the kits may be packaged either in aqueous media or in lyophilized form. The container means of the kits will generally include at least one vial, test tube, flask, bottle, syringe or other container means, into which a component may be placed, and preferably, suitably aliquoted. Where there is more than one component in the kit (labeling reagent and label may be packaged together), the kit also will generally contain a second, third or other additional container into which the additional components may be separately placed. However, various combinations of components may be comprised in a vial. The kits of the present invention also will typically include a means for containing the nucleic acids, and any other reagent containers in close confinement for commercial sale. Such containers may include injection or blow molded plastic containers into which the desired vials are retained.


When the components of the kit are provided in one and/or more liquid solutions, the liquid solution is an aqueous solution, with a sterile aqueous solution being particularly preferred.


However, the components of the kit may be provided as dried powder(s). When reagents and/or components are provided as a dry powder, the powder can be reconstituted by the addition of a suitable solvent. It is envisioned that the solvent may also be provided in another container means. In some embodiments, labeling dyes are provided as a dried power. It is contemplated that 10, 20, 30, 40, 50, 60, 70, 80, 90, 100, 120, 120, 130, 140, 150, 160, 170, 180, 190, 200, 300, 400, 500, 600, 700, 800, 900, 1000 μg or at least or at most those amounts of dried dye are provided in kits of the invention. The dye may then be resuspended in any suitable solvent, such as DMSO.


Such kits may also include components that facilitate isolation of the labeled miRNA. It may also include components that preserve or maintain the miRNA or that protect against its degradation. Such components may be RNAse-free or protect against RNAses. Such kits generally will comprise, in suitable means, distinct containers for each individual reagent or solution.


A kit will also include instructions for employing the kit components as well the use of any other reagent not included in the kit. Instructions may include variations that can be implemented.


Kits of the invention may also include one or more of the following: Control RNA; nuclease-free water; RNase-free containers, such as 1.5 ml tubes; RNase-free elution tubes; PEG or dextran; ethanol; acetic acid; sodium acetate; ammonium acetate; guanidinium; detergent; nucleic acid size marker; RNase-free tube tips; and RNase or DNase inhibitors.


It is contemplated that such reagents are embodiments of kits of the invention. Such kits, however, are not limited to the particular items identified above and may include any reagent used for the manipulation or characterization of miRNA.


VI. EXAMPLES

The following examples are given for the purpose of illustrating various embodiments of the invention and are not meant to limit the present invention in any fashion. One skilled in the art will appreciate readily that the present invention is well adapted to carry out the objects and obtain the ends and advantages mentioned, as well as those objects, ends and advantages inherent herein. The present examples, along with the methods described herein are presently representative of preferred embodiments, are exemplary, and are not intended as limitations on the scope of the invention. Changes therein and other uses which are encompassed within the spirit of the invention as defined by the scope of the claims will occur to those skilled in the art. Unless otherwise designated, catalog numbers refer to products available by that number from Ambion, Inc.®, The RNA Company.


Example 1
Methods for the Analysis of Gene Expression Following miRNA Transfection

Synthetic pre-miR miRNAs (Ambion) were reverse transfected into quadruplicate samples of A549 or HepG2 cells. Cells were transfected using siPORT NeoFX (Ambion) according to the manufacturer's recommendations using the following parameters: 200,000 cells per well in a 6 well plate, 5.0 μl of NeoFX, 30 nM final concentration of miRNAs in 2.5 ml. Cells were harvested at 72 hours post transfection.


Total RNA was extracted using RNAqueous-4PCR (Ambion) according to the manufacturer's recommended protocol. mRNA array analyses were performed by Asuragen Services (Austin, Tex.), according to the company's standard operating procedures. Using the MessageAmp™ II-96 aRNA Amplification Kit (Ambion, cat #1819), 2 μg of total RNA were used for target preparation and labelling with biotin. cRNA yields were quantified using an Agilent Bioanalyzer 2100 capillary electrophoresis protocol. Labeled target was hybridized to Affymetrix mRNA arrays (Human HG-U133A 2.0 arrays) using the manufacturer's recommendations and the following parameters. Hybridizations were carried out at 45° C. for 16 hours in an Affymetrix Model 640 hybridization oven. Arrays were washed and stained on an Affymetrix FS450 Fluidics station, running the wash script Midi_euk2v3450. The arrays were scanned on an Affymetrix GeneChip Scanner 3000. Summaries of the image signal data, group mean values, p-values with significance flags, log ratios and gene annotations for every gene on the array were generated using the Affymetrix Statistical Algorithm MAS 5.0 (GCOS v1.4). Data were normalized for the effect observed by the average of two negative control microRNA sequences and then were averaged together for presentation. The genes determined to be altered by treatment were determined by filtering all genes by fold-change relative to the two control transfections. Statistical significance was assessed by a t-test after the omnibus F-test was shown to be significant.


Example 2
Gene Expression Analysis in A549 and HepG2 Cells Following Transfection with hsa-let-7B

miRNAs are believed to primarily influence gene expression at the level of translation. However, it has recently been reported that in some instances, hsa-let-7 (Bagga et al., 2005) and other miRNAs (Lim et al., 2005) may reduce the mRNA levels of direct targets, and such changes can be observed upon microarray gene expression analysis.


The experiments described here identify genes whose mRNA levels are affected by expression of hsa-let-7 in human lung cancer (A549) and human liver cancer (HepG2) cell lines. A549 or HepG2 cells were transfected with pre-miR hsa-let-7b (as a representative member of the hsa-let-7 miRNA family) as described in Example 1. The results of the microarray gene expression analyses are shown in Table 2 and Table 3.









TABLE 2







Genes with altered mRNA expression levels in A549 cells, following transfection with


pre-miR hsa-let-7b.










RefSeq



Gene Symbol
(incorporated herein by reference in their entirety)
Fold Change












2′-PDE
NM_177966
−2.031


AADACL1
NM_020792
4.169


AASDHPPT
NM_015423
−2.596


ACF
NM_014576 /// NM_138932 /// NM_138933
−2.342


ACPL2
NM_152282
2.568


ACVR1B
NM_004302 /// NM_020327 /// NM_020328
−2.020


ADA
NM_000022
−2.614


ADAM12
NM_003474 /// NM_021641
2.004


ADCY1
NM_021116
2.255


ADFP
NM_001122
2.038


AK5
NM_012093 /// NM_174858
2.096


AKAP2 /// PALM2-
NM_001004065 /// NM_007203 /// NM_147150
3.107


AKAP2


ALCAM
NM_001627
2.591


ALDH1A3
NM_000693
2.164


ALDH3A1
NM_000691
2.814


ANGEL2
NM_144567
−2.238


ANKRD22
NM_144590
2.134


ANKRD44
NM_153697
5.186


ANP32A
NM_006305
−2.037


ANPEP
NM_001150
3.502


ANXA8
NM_001630
2.076


AOX1
NM_001159
2.132


AP1S1
NM_001283 /// NM_057089
−2.326


AQP3
NM_004925
2.111


ARF7
NM_025047
4.907


ARID1A
NM_006015 /// NM_018450 /// NM_139135
−2.031


ARL6IP6
NM_152522
−2.914


ARL7
NM_005737
2.141


ASAM
NM_024769
3.795


ASK
NM_006716
−2.251


ASNS
NM_001673 /// NM_133436 /// NM_183356
−2.206


ATF2
NM_001880
2.120


ATG10
NM_031482
−2.333


ATP11C
NM_001010986 /// NM_173694
2.676


ATP2B4
NM_001001396 /// NM_001684
2.022


ATP6V1C1
NM_001007254 /// NM_001695
−2.311


ATP6V1F
NM_004231
−2.102


ATP9A
NM_006045
2.552


AURKB
NM_004217
−2.989


AVEN
NM_020371
−2.156


BAI2
NM_001703
2.098


BCAT1
NM_005504
−2.520


BCCIP
NM_016567 /// NM_078468 /// NM_078469
−2.304


BEX2
NM_032621
2.154


BEXL1
XM_043653
2.181


BTF3L4
NM_152265
−2.174


BTNL9
NM_152547
3.114


C10orf9
NM_145012 /// NM_181698
−2.502


C13orf1
NM_020456
−2.607


C14orf111
NM_015962
−2.044


C14orf2
NM_004894
−2.455


C14orf46
NM_001024674
−2.290


C16orf45
NM_033201
2.342


C17orf63
NM_018182
−2.058


C18orf17
NM_153211
−2.153


C18orf21
NM_031446
−2.171


C1orf121
NM_016076
−2.042


C1orf139
NM_001002292 /// NM_024911
2.025


C1orf24
NM_022083 /// NM_052966
2.225


C1orf25
NM_030934
−2.193


C1QDC1
NM_001002259 /// NM_023925 /// NM_032156
2.649


C1R
NM_001733
2.135


C20orf100
NM_032883
3.548


C20orf177
NM_022106
−2.455


C2orf32
NM_015463
2.558


C3orf17
NM_001025072 /// NM_001025073 /// NM_015412
−2.577


C6orf120
NM_001029863
−2.347


C6orf141
NM_153344
2.511


C6orf176
XM_499048
−3.962


C6orf211
NM_024573
−2.278


C8orf1
NM_004337
2.660


C9orf125
NM_032342
−3.962


C9orf3
NM_032823
−2.289


CAMTA1
NM_015215
2.232


CANT1
NM_138793
−2.128


CAPG
NM_001747
2.353


CBX5
NM_012117
−3.718


CCL26
NM_006072
2.353


CCNA2
NM_001237
−2.474


CCNG2
NM_004354
2.005


CD164
NM_006016
−2.243


CD44
NM_000610 /// NM_001001389 /// NM_001001390
2.071



/// NM_001001391 /// NM_001001392


CD47
NM_001025079 /// NM_001025080 /// NM_001777
2.465



/// NM_198793


CD59
NM_000611 /// NM_203329 /// NM_203330 ///
2.185



NM_203331


CD9
NM_001769
2.197


CDA
NM_001785
2.456


CDC25A
NM_001789 /// NM_201567
−2.588


CDC34
NM_004359
−2.990


CDC42EP3
NM_006449
2.057


CDCP1
NM_022842 /// NM_178181
2.642


CDH19
NM_021153
2.019


CDK5R1
NM_003885
2.003


CDK8
NM_001260
−3.292


CEBPD
NM_005195
−3.131


CFLAR
NM_003879
2.273


CHD7
NM_017780
−2.006


CHEK1
NM_001274
−2.070


ChGn
NM_018371
2.090


CHIC1
XR_000216
−2.169


CITED2
NM_006079
2.212


CLDN3
NM_001306
3.246


CLIC4
NM_013943
2.128


CNFN
NM_032488
2.206


COL12A1
NM_004370 /// NM_080645
2.146


COL13A1
NM_005203 /// NM_080798 /// NM_080799 ///
3.227



NM_080800 /// NM_080801 /// NM_080802


COL4A5
NM_000495 /// NM_033380 /// NM_033381
2.073


COL5A1
NM_000093
2.365


COL6A1
NM_001848
2.767


COL6A2
NM_001849 /// NM_058174 /// NM_058175
3.792


CORO2B
NM_006091
3.570


CPOX
NM_000097
−2.163


CREB5
NM_001011666 /// NM_004904 /// NM_182898 ///
2.031



NM_182899


CSDE1
NM_001007553 /// NM_007158
•−2.306


CSF2RA
NM_006140 /// NM_172245 /// NM_172246 ///
2.365



NM_172247 /// NM_172248 /// NM_172249


CTPS
NM_001905
−2.212


CTPS2
NM_019857 /// NM_175859
−2.346


CTSS
NM_004079
2.570


CXCL1
NM_001511
4.396


CXCL2
NM_002089
4.868


CXCL3
NM_002090
4.152


CXCL5
NM_002994
3.654


CXorf45
NM_024810
3.034


CYP3A5
NM_000777
2.050


CYR61
NM_001554
−2.818


DAF
NM_000574
2.590


DCAMKL1
NM_004734
2.780


DDC
NM_000790
−4.408


DDX3Y
NM_004660
2.138


DGKA
NM_001345 /// NM_201444 /// NM_201445 ///
2.187



NM_201554


DHX40
NM_024612
2.033


DIAPH2
NM_006729 /// NM_007309
−2.003


DICER1
NM_030621 /// NM_177438
−4.505


DKFZp434J1015
XM_496849 /// XM_499257
2.216


DKFZp667M2411
NM_207323
2.475


DKK3
NM_001018057 /// NM_013253 /// NM_015881
3.449


DNER
NM_139072
2.811


DOCK11
NM_144658
2.066


DOCK2
NM_004946
2.488


DOCK9
NM_015296
3.245


DPAGT1
NM_001382 /// NM_203316
−2.632


DPYSL4
NM_006426
2.671


DUSP16
NM_030640
−2.565


DUSP6
NM_001946 /// NM_022652
2.124


E2F5
NM_001951
−2.923


EDIL3
NM_005711
3.471


EGFL3
XM_031401
3.200


EGFL4
NM_001410
2.310


EHD1
NM_006795
2.112


EHF
NM_012153
2.530


EIF2C2
NM_012154
2.750


EIF4E3
NM_173359
2.081


ELF4
NM_001421
−2.175


ELOVL7
NM_024930
3.863


EMP1
NM_001423
2.211


EMP2
NM_001424
2.628


ENTPD7
NM_020354
2.157


EPHB2
NM_004442 /// NM_017449
2.018


EPLIN
NM_016357
2.303


ERO1L
NM_014584
−3.927


EYA2
NM_005244 /// NM_172110 /// NM_172111 ///
2.022



NM_172112 /// NM_172113


F2R
NM_001992
3.514


F2RL2
NM_004101
−2.807


F5
NM_000130
−2.066


FAM54A
NM_138419
−2.026


FAM61A
NM_015578
2.251


FAM96A
NM_001014812 /// NM_032231
−2.015


FBN1
NM_000138
2.407


FCGBP
NM_003890
4.974


FDXR
NM_004110 /// NM_024417
2.103


FGA
NM_000508 /// NM_021871
−3.480


FGB
NM_005141
−5.014


FGFBP1
NM_005130
2.232


FGFR4
NM_002011 /// NM_022963 /// NM_213647
−2.029


FGG
NM_000509 /// NM_021870
−2.461


FHL1
NM_001449
2.089


FHL2
NM_001450 /// NM_201555 /// NM_201556 ///
2.036



NM_201557


FIGN
NM_018086
−2.842


FLJ10700
NM_018182
−2.822


FLJ11259
NM_018370
3.624


FLJ20160
NM_017694
2.143


FLJ22313
NM_022373
2.391


FLJ22833
NM_001031716 /// NM_022837
2.060


FLJ30655
NM_144643
−2.028


FLJ36031
NM_175884
2.051


FLJ36748
NM_152406
2.337


FLJ39370
NM_152400
3.186


FLJ43339
NM_207380
2.435


FLJ90709
NM_173514
−2.574


FLRT3
NM_013281 /// NM_198391
−2.146


FMNL2
NM_001004417 /// NM_001004421 ///
2.219



NM_001004422



/// NM_052905


FOXO3A
NM_001455 /// NM_201559
2.187


FOXQ1
NM_033260
3.010


FRMD6
NM_152330
2.959


FSTL1
NM_007085
3.378


FVT1
NM_002035
2.179


FYN
NM_002037 /// NM_153047 /// NM_153048
2.199


GALC
NM_000153
−2.359


GALE
NM_000403 /// NM_001008216
−2.420


GALNACT-2
NM_018590
2.008


GALNT12
NM_024642
2.588


GALNT2
NM_004481
−3.061


GARS
NM_002047
−2.134


GBP3
NM_018284
3.721


GCH1
NM_000161 /// NM_001024024 /// NM_001024070
2.242



/// NM_001024071


GDA
NM_004293
2.477


GEMIN7
NM_001007269 /// NM_001007270 /// NM_024707
−2.505


GFPT2
NM_005110
2.175


GLB1
NM_000404
−3.416


GLIPR1
NM_006851
2.448


GLUL
NM_001033044 /// NM_001033056 /// NM_002065
2.125


GMNN
NM_015895
−2.286


GNB1
NM_002074
2.371


GNG2
NM_053064
2.067


GNG5
NM_005274
−2.613


GOLT1B
NM_016072
−2.532


GTF2I
NM_001518 /// NM_032999 /// NM_033000 ///
−2.190



NM_033001


H1FX
NM_006026
−2.033


H2BFS
NM_017445
−2.382


HAS3
NM_005329 /// NM_138612
2.710


HDHD1A
NM_012080
−7.596


HERC4
NM_001017972 /// NM_015601 /// NM_022079
3.356


HH114
NM_032499
−2.084


HHIP
NM_022475
2.009


HIPK3
NM_005734
2.241


HIST1H2BK
NM_080593
−2.344


HK1
NM_000188 /// NM_033496 /// NM_033497 ///
2.622



NM_033498 /// NM_033500


HLF
NM_002126
2.501


HMGA2
NM_001015886 /// NM_003483 /// NM_003484
−4.655


HMMR
NM_012484 /// NM_012485
−3.297


HNRPC
NM_004500 /// NM_031314
−3.742


HOXA1
NM_005522 /// NM_153620
−2.535


HTRA1
NM_002775
2.315


ICF45
NM_017872
2.015


IFI16
NM_005531
2.148


IFNE1
NM_176891
3.464


IGFBP1
NM_000596 /// NM_001013029
2.598


IGFBP6
NM_002178
2.555


IL10RB
NM_000628
2.039


IL11
NM_000641
−2.922


IL17RD
NM_017563
2.014


IL32
NM_001012631 /// NM_001012632 ///
2.085



NM_001012633



/// NM_001012634 /// NM_001012635


IL8
NM_000584
7.197


ILF3
NM_004516 /// NM_012218 /// NM_153464
2.143


IMP-1
NM_006546
−2.676


IMP-2
NM_001007225 /// NM_006548
−2.534


INSIG1
NM_005542 /// NM_198336 /// NM_198337
2.011


INSL4
NM_002195
−2.131


ITGA2
NM_002203
2.284


ITGA6
NM_000210
2.013


ITGB4
NM_000213 /// NM_001005619 /// NM_001005731
3.702


ITGB8
NM_002214
2.362


ITPR2
NM_002223
2.831


IVNS1ABP
NM_006469 /// NM_016389
2.978


JUB
NM_032876 /// NM_198086
−2.858


JUN
NM_002228
2.092


KCNJ16
NM_018658 /// NM_170741 /// NM_170742
−3.743


KCNK1
NM_002245
2.064


KCNMA1
NM_001014797 /// NM_002247
2.962


KCNN4
NM_002250
2.109


KDELC1
NM_024089
2.341


KDELC2
NM_153705
2.794


KIAA0100
NM_014680
2.041


KIAA0179
NM_015056
−2.032


KIAA0507

−2.326


KIAA1287
NM_020748
−2.130


KIAA1462
XM_166132
2.220


KIAA1571
XM_371590
2.125


KIAA1641
NM_020970
2.107


KIAA1702

−2.308


KIAA1815
NM_024896
2.031


KIAA1946
NM_177454
3.307


KIAA1971
XM_058720
2.057


KLF11
NM_003597
3.448


KRT15
NM_002275
2.859


KRT19
NM_002276
2.910


KYNU
NM_001032998 /// NM_003937
−2.413


L1CAM
NM_000425 /// NM_024003
2.090


LAMB3
NM_000228 /// NM_001017402
2.156


LAMP2
NM_002294 /// NM_013995
2.548


LARP6
NM_018357 /// NM_197958
2.025


LCAT
NM_000229
2.127


LEPR
NM_001003679 /// NM_001003680 /// NM_002303
−2.759


LEPROTL1
NM_015344
−2.689


LGALS3 /// GALIG
NM_002306 /// NM_194327
2.380


LGR4
NM_018490
−2.472


LGR6
NM_001017403 /// NM_001017404 /// NM_021636
2.447


LHFP
NM_005780
2.520


LIN28B
NM_001004317
−6.529


LOC116238
NM_138463
−2.322


LOC150759
XM_498456 /// XM_499585
2.713


LOC201651
XM_114355
−2.280


LOC283464
XM_290597
−3.353


LOC284611
NM_001010883
2.128


LOC285513
NM_198281
−2.702


LOC285943

−2.652


LOC399959
XM_378316
2.719


LOC440737
XM_496446
2.720


LOC441027
XM_496707
2.910


LOC492304
NM_001007139
2.604


LOC51315
NM_016618
2.208


LOC554202

2.368


LOXL2
NM_002318
2.583


LPGAT1
NM_014873
−2.141


LRP12
NM_013437
2.092


LSM6
NM_007080
−2.442


LTBP3
NM_021070
2.405


LTBP4
NM_003573
2.407


LYST
NM_000081 /// NM_001005736
2.480


MAFF
NM_012323 /// NM_152878
3.282


MAFK
NM_002360
−2.183


MAP3K9
NM_033141
−2.349


MARCH4
NM_020814
2.430


MARS
NM_004990
−2.018


MCAM
NM_006500
2.079


MDH2
NM_005918
−2.057


MED6
NM_005466
−2.300


MED8
NM_001001651 /// NM_001001653 ///
−2.082



NM_001001654



/// NM_052877 /// NM_201542


MGC11102
NM_032325
−2.106


MGC11308
NM_032889
−2.003


MGC13204
NM_031465
−2.951


MGC14289
NM_080660
−2.993


MGC18216

−2.441


MGC23909
NM_174909
−2.925


MGC2408
NM_032331
−2.471


MGC2560
NM_031452
−3.112


MICAL2
NM_014632
2.124


MICB
NM_005931
−3.386


MMP7
NM_002423
2.127


MN1
NM_002430
−2.037


M-RIP
NM_015134 /// NM_201274
2.082


MRS2L
NM_020662
−2.336


MSRB3
NM_001031679 /// NM_198080
2.261


MT1E
NM_175617
2.263


MT1F
NM_005949
2.583


MT1G
NM_005950
2.162


MT1H
NM_005951
2.635


MT1M
NM_176870
2.021


MT1X
NM_005952
2.407


MT2A
NM_005953
2.913


MTPN
NM_145808
2.033


MTUS1
NM_001001924 /// NM_001001925 ///
−2.159



NM_001001927



/// NM_001001931 /// NM_020749


MUC5B
XM_039877
3.213


MYO1D
NM_015194
2.120


NANOS1
NM_001009553 /// NM_199461
3.060


NAP1L1
NM_004537 /// NM_139207
−2.253


NAP1L3
NM_004538
2.028


NARG1
NM_057175
−2.372


NAV3
NM_014903
2.160


NDRG1
NM_006096
2.039


NDUFA5
NM_005000
2.270


NEIL3
NM_018248
−2.344


NEK3
NM_002498 /// NM_152720
−2.099


NEXN
NM_144573
2.374


NFIB
NM_005596
2.161


NGEF
NM_019850
2.259


NHSL1
XM_496826
2.602


NID1
NM_002508
13.062


NLN
NM_020726
−2.344


NME4
NM_005009
−2.386


NME6
NM_005793
−2.601


NOV
NM_002514
2.008


NPC2
NM_006432
2.065


NR2F6
NM_005234
−2.073


NRAS
NM_002524
−3.277


NT5E
NM_002526
2.176


NUDT15
NM_018283
3.077


NUDT4
NM_019094 /// NM_199040
−2.548


NUP98
NM_005387 /// NM_016320 /// NM_139131 ///
−3.260



NM_139132


OBSL1
XM_051017
2.368


OLFM1
NM_006334 /// NM_014279 /// NM_058199
2.392


OSTbeta
NM_178859
−3.403


P18SRP
NM_173829
−2.162


PABPC4
NM_003819
−2.222


PALM2-AKAP2
NM_007203 /// NM_147150
3.034


PANK3
NM_024594
2.076


PAPOLA
NM_032632
−2.205


PBEF1
NM_005746 /// NM_182790
2.004


PCTP
NM_021213
−2.334


PDCD4
NM_014456 /// NM_145341
−2.068


PDE3A
NM_000921
−2.340


PDLIM5
NM_001011513 /// NM_001011514 ///
2.028



NM_001011515 /// NM_001011516 /// NM_006457


PELI1
NM_020651
2.011


PGM2L1
NM_173582
−2.235


PGRMC1
NM_006667
−2.561


PHF19
NM_001009936 /// NM_015651
−2.126


PHLDA1
NM_007350
2.276


PIGA
NM_002641 /// NM_020472 /// NM_020473
−2.240


PJA2
NM_014819
2.280


PLAGL1
NM_002656 /// NM_006718
−2.228


PLAGL2
NM_002657
−2.732


PLAT
NM_000930 /// NM_000931 /// NM_033011
2.110


PLAU
NM_002658
3.175


PLCL2
NM_015184
2.480


PLEKHH2
NM_172069
2.299


PLSCR4
NM_020353
2.853


PODXL
NM_001018111 /// NM_005397
3.975


POLR2D
NM_004805
−2.153


PPARG
NM_005037 /// NM_015869 /// NM_138711 ///
−2.074



NM_138712


PPFIA1
NM_003626 /// NM_177423
2.111


PPP1R15A
NM_014330
2.075


PPP4C
NM_002720
−2.099


PRICKLE1
NM_153026
2.766


PRKAR2A
NM_004157
−3.057


PRKCDBP
NM_145040
3.685


PRP2
NM_173490
2.459


PRRG4
NM_024081
2.910


PRSS1 /// PRSS2 ///
NM_002769 /// NM_002770 /// NM_002771 ///
2.040


PRSS3 /// TRY6
NR_001296


PRSS3
NM_002771
4.893


PSME4
NM_014614
−3.059


PTRF
NM_012232
2.131


PTX1
NM_016570
−2.305


PURB
NM_033224
2.076


PYCARD
NM_013258 /// NM_145182 /// NM_145183
2.136


QKI
NM_006775 /// NM_206853 /// NM_206854 ///
3.366



NM_206855


RAB3B
NM_002867
3.180


RABEP2
NM_024816
2.453


RAGE
NM_014226
2.470


RAP2B
NM_002886
2.237


RASGEF1A
NM_145313
3.000


RASSF2
NM_014737 /// NM_170773 /// NM_170774
2.639


RBP4
NM_006744
2.172


RBPMS
NM_001008710 /// NM_001008711 ///
−2.326



NM_001008712



/// NM_006867


RBPMS2
NM_194272
2.002


RECK
NM_021111
2.557


RGS2
NM_002923
2.250


RHOB
NM_004040
−2.028


RHOBTB1
NM_001032380 /// NM_014836 /// NM_198225
−2.150


RIG

3.819


RIOK2
NM_018343
−2.405


RIS1
NM_015444
5.424


RIT1
NM_006912
2.140


RNF13
NM_007282 /// NM_183381 /// NM_183382 ///
−2.104



NM_183383 /// NM_183384


RNF144
NM_014746
2.327


RNF157
NM_052916
2.030


RNF182
NM_152737
3.611


RPS6KA5
NM_004755 /// NM_182398
2.203


RPUSD3
NM_173659
−3.416


RRM2B
NM_015713
2.230


RTCD1
NM_003729
−2.683


RTN4IP1
NM_032730
−2.594


RTN4RL2
NM_178570
−2.193


RUNX2
NM_001015051 /// NM_001024630 /// NM_004348
2.185


RY1
NM_006857
2.393


S100PBPR
NM_001017406 /// NM_022753
−2.194


SAR1B
NM_001033503 /// NM_016103
3.112


SAT
NM_002970
2.446


SCAMP1
NM_004866 /// NM_052822
2.468


SCARA3
NM_016240 /// NM_182826
2.572


SCD5
NM_024906
2.401


SCEL
NM_003843 /// NM_144777
−2.043


SCN1B
NM_001037 /// NM_199037
2.728


SEC24A
XM_094581
2.064


SEMA4B
NM_020210 /// NM_198925
2.978


SEPT6 /// N-PAC
NM_015129 /// NM_032569 /// NM_145799 ///
2.002



NM_145800 /// NM_145802


SERP1
NM_014445
−2.398


SERPINB9
NM_004155
−3.543


SERPINE2
NM_006216
3.237


SEZ6L2
NM_012410 /// NM_201575
2.092


SFRP1
NM_003012
2.192


SGK2
NM_016276 /// NM_170693
−2.167


SLC11A2
NM_000617
2.236


SLC16A2
NM_006517
2.756


SLC17A5
NM_012434
−2.453


SLC1A1
NM_004170
3.319


SLC22A4
NM_003059
2.499


SLC25A13
NM_014251
−2.391


SLC25A24
NM_013386 /// NM_213651
−2.411


SLC25A32
NM_030780
−2.231


SLC25A37
NM_016612 /// NM_018579
2.030


SLC35D2
NM_007001
−2.779


SLC44A1
NM_022109 /// NM_080546
2.091


SLC4A11
NM_032034
2.448


SLC4A5
NM_021196 /// NM_033323 /// NM_133478 ///
−2.439



NM_133479


SLC5A6
NM_021095
−2.965


SLC6A15
NM_018057 /// NM_182767
2.160


SLC6A6
NM_003043
2.012


SLC7A5
NM_003486
−2.555


SLC7A6
NM_003983
−2.172


SLC7A7
NM_003982
−2.071


SMAD2
NM_001003652 /// NM_005901
2.035


SMARCC1
NM_003074
−2.107


SMURF2
NM_022739
3.642


SNAP23
NM_003825 /// NM_130798
−2.270


SNX5
NM_014426 /// NM_152227
−2.012


SOCS3
NM_003955
2.401


SOD2
NM_000636 /// NM_001024465 /// NM_001024466
2.039


SPCS3
NM_021928
−2.631


SPOCK
NM_004598
2.958


SQRDL
NM_021199
2.004


SRP46
NM_032102
−2.244


SRPK2
NM_182691 /// NM_182692
2.012


SS18L1
NM_015558 /// NM_198935
2.202


ST6GALNAC2
NM_006456
−2.414


STARD3NL
NM_032016
−2.311


STAT1
NM_007315 /// NM_139266
−2.063


STC1
NM_003155
2.166


STEAP3
NM_001008410 /// NM_018234 /// NM_182915
2.414


STK6
NM_003600 /// NM_198433 /// NM_198434 ///
−2.773



NM_198435 /// NM_198436 /// NM_198437


STRA6
NM_022369
2.165


STS-1
NM_032873
−2.023


SUSD2
NM_019601
2.326


SUV39H2
NM_024670
−2.173


SYNGR3
NM_004209
2.531


SYT13
NM_020826
2.280


TAGLN
NM_001001522 /// NM_003186
2.210


TBC1D2
NM_018421
2.085


TBC1D7
NM_016495
2.136


TCEAL3
NM_001006933 /// NM_032926
2.373


TDO2
NM_005651
2.248


TFAP2C
NM_003222
2.730


TFPI2
NM_006528
3.936


TFRC
NM_003234
−2.539


TGFA
NM_003236
2.602


TGFBR1
NM_004612
−2.453


THBS1
NM_003246
−2.022


THEM4
NM_053055 /// NM_176853
−2.147


THUMPD1
NM_017736
2.138


TIGA1
NM_053000
−2.341


TK2
NM_004614
2.448


TKT
NM_001064
−2.520


TLN1
NM_006289
2.138


TM4SF20
NM_024795
−5.746


TMED5
NM_016040
−2.165


TMEM16A
NM_018043
2.204


TMEM2
NM_013390
−2.525


TMEM50B
NM_006134
2.193


TMEM87B
NM_032824
2.282


TNFAIP3
NM_006290
2.275


TNFAIP6
NM_007115
5.084


TNFRSF11A
NM_003839
2.148


TNFRSF25
NM_003790 /// NM_148965 /// NM_148966 ///
2.002



NM_148967 /// NM_148968 /// NM_148969


TNNT1
NM_003283
2.014


TNRC6A
NM_014494 /// NM_020847
2.135


TOP1MT
NM_052963
2.799


TRIM8
NM_030912
2.355


TSPAN5
NM_005723
2.208


TSPYL5
NM_033512
−2.025


TTC7B
NM_001010854
2.287


TTC9C
NM_173810
−2.004


TWIST1
NM_000474
2.353


UHMK1
NM_175866
2.058


ULBP2
NM_025217
3.094


VGCNL1
NM_052867
2.307


VGL-3
NM_016206
−3.767


VPS33A
NM_022916
−2.356


VPS54
NM_001005739 /// NM_016516
−2.769


XDH
NM_000379
3.375


XK
NM_021083
−2.366


YES1
NM_005433
2.261


YWHAH
NM_003405
3.251


ZC3H12C
XM_370654
2.474


ZCCHC9
NM_032280
−2.537


ZCSL2
NM_206831
−3.789


ZDHHC20
NM_153251
2.934


ZDHHC3
NM_016598
−2.172


ZFHX1B
NM_014795
3.267


ZNF294
NM_015565
−2.085


ZNF680
NM_178558
2.224
















TABLE 3







Genes with altered mRNA expression levels in HepG2 cells, following transfection


with pre-miR hsa-let-7b.










RefSeq
Fold


Gene Symbol
(incorporated herein by reference in their entirety)
Change












2′-PDE
NM_177966
−3.346


AADAC
NM_001086
2.432


AADACL1
NM_020792
2.175


AASDHPPT
NM_015423
−2.081


ABCB10
NM_012089
−2.443


ABCC3
NM_003786 /// NM_020037 /// NM_020038
2.245


ABT1
NM_013375
−2.413


ACF
NM_014576 /// NM_138932 /// NM_138933
−2.141


ACVR1B
NM_004302 /// NM_020327 /// NM_020328
−2.699


ACYP2
NM_138448
2.082


ADCY7
NM_001114
2.676


ADH6
NM_000672
−2.172


AER61
NM_173654
−2.171


AFAP
NM_021638 /// NM_198595
2.049


AGA
NM_000027
2.001


AGPS
NM_003659
−2.047


AGTR1
NM_000685 /// NM_004835 /// NM_009585 /// NM_031850 ///
2.127



NM_032049


AGXT2L1
NM_031279
−2.445


AIG1
NM_016108
2.629


AK2
NM_001625 /// NM_013411
−2.247


AKR1D1
NM_005989
−13.748


ALCAM
NM_001627
2.286


ALDH3A1
NM_000691
16.662


ALDH9A1
NM_000696
2.105


AMPD3
NM_000480 /// NM_001025389 /// NM_001025390
2.389


ANGPTL1
NM_004673
2.022


ANKRD17
NM_032217 /// NM_198889
−2.602


ANKRD32
NM_032290
−2.668


ANP32A
NM_006305
−2.046


ANP32E
NM_030920
−2.028


ANXA3
NM_005139
2.222


AOX1
NM_001159
2.232


APIN
NM_017855
−4.347


APOB
NM_000384
−3.680


APOC3 ///
NM_000040 /// XM_496537
−2.843


LOC440838


APP
NM_000484 /// NM_201413 /// NM_201414
2.774


AQP11
NM_173039
2.381


AQP3
NM_004925
2.202


AQP8
NM_001169
2.442


ARG2
NM_001172
2.069


ARID3A
NM_005224
−2.839


ARID5B
NM_032199
2.199


ARL5A
NM_012097 /// NM_177985
−2.022


ARL6IP6
NM_152522
−3.416


ARL7
NM_005737
3.082


ARL8
NM_178815
−2.383


ARMCX3
NM_016607 /// NM_177947 /// NM_177948
2.371


ARRDC3
NM_020801
2.928


ASCIZ
NM_015251
2.427


ASH1L
NM_018489
2.226


ASK
NM_006716
−4.157


ASPH
NM_004318 /// NM_020164 /// NM_032466 /// NM_032467 ///
2.311



NM_032468


ATAD2
NM_014109
−3.130


ATP6V0A2
NM_012463
−2.109


ATP7B
NM_000053 /// NM_001005918
−2.013


ATP8B3
NM_138813
2.446


ATP9A
NM_006045
2.408


ATPAF1
NM_022745
−2.127


ATRX
NM_000489 /// NM_138270 /// NM_138271
2.115


AURKB
NM_004217
−5.040


AXL
NM_001699 /// NM_021913
2.796


AZGP1
NM_001185
2.369


BAZ1A
NM_013448 /// NM_182648
−2.140


BAZ2B
NM_013450
2.304


BCCIP
NM_016567 /// NM_078468 /// NM_078469
−3.087


BIRC3
NM_001165 /// NM_182962
−2.491


BLVRA
NM_000712
2.084


BLVRB
NM_000713
2.394


BM039
NM_018455
−2.987


BMPR2
NM_001204
2.066


BNIP3L
NM_004331
2.241


BRCA1
NM_007294 /// NM_007295 /// NM_007296 /// NM_007297 ///
−3.100



NM_007298



/// NM_007299


BRCA2
NM_000059
−3.286


BRIP1
NM_032043
−2.013


BRRN1
NM_015341
−2.266


BST2
NM_004335
2.029


BTF3L4
NM_152265
−2.149


BTG1
NM_001731
2.292


BUB1
NM_004336
−2.280


BUB1B
NM_001211
−2.314


BXDC2
NM_018321
−2.367


BZRP
NM_000714 /// NM_007311
2.936


C10orf10
NM_007021
3.682


C10orf11
NM_032024
2.105


C10orf3
NM_018131
−2.537


C10orf38
NM_001010924
2.289


C10orf6
NM_018121
−2.088


C10orf9
NM_145012 /// NM_181698
−2.422


C13orf23
NM_025138 /// NM_170719
−2.698


C14orf2
NM_004894
−2.044


C14orf46
NM_001024674
−3.545


C14orf78
XM_290629
3.185


C14orf94
NM_017815
−2.021


C15orf23
NM_033286
−2.128


C16orf45
NM_033201
2.182


C16orf52
NM_173501
2.334


C17orf27
NM_020914
2.512


C18orf19
NM_152352
−2.151


C18orf21
NM_031446
−2.129


C18orf24
NM_145060
−2.872


C19orf33
NM_033520
3.232


C1orf112
NM_018186
−2.649


C1orf131
NM_152379
−2.087


C1orf135
NM_024037
−2.115


C1orf25
NM_030934
−2.046


C1orf33
NM_016183
−2.093


C1orf55
NM_152608
−2.042


C1orf85
NM_144580
2.077


C1S
NM_001734 /// NM_201442
2.131


C2
NM_000063
2.093


C20orf112
NM_080616
−2.117


C20orf19
NM_018474
2.131


C21orf45
NM_018944
−2.111


C2orf17
NM_024293
2.063


C2orf3
NM_003203
−2.170


C3orf23
NM_001029839 /// NM_001029840 /// NM_173826
2.103


C4orf13
NM_001029998 /// NM_001030316 /// NM_032128
−2.038


C4orf9
NM_003703
−2.260


C5
NM_001735
3.563


C6orf139
NM_018132
−2.640


C6orf211
NM_024573
−2.048


C7orf23
NM_024315
−3.610


C8orf1
NM_004337
2.629


C9orf150
NM_203403
2.195


C9orf152
NM_001012993
2.906


C9orf40
NM_017998
−2.071


C9orf41
NM_152420
−3.137


C9orf52
NM_152574
−2.479


C9orf76
NM_024945
−2.028


C9orf95
NM_017881
2.838


CACNA2D4
NM_001005737 /// NM_001005766 /// NM_172364
2.297


CAMTA1
NM_015215
2.015


CAPN2
NM_001748
2.097


CAV2
NM_001233 /// NM_198212
2.115


CCDC5
NM_138443
−2.022


CCNA2
NM_001237
−4.693


CCNB1
NM_031966
−2.221


CCNE2
NM_057735 /// NM_057749
−3.087


CCNF
NM_001761
−2.070


CCNG2
NM_004354
3.578


CCNJ
NM_019084
−3.368


CCPG1
NM_004748 /// NM_020739
2.128


CD109
NM_133493
2.253


CD36
NM_000072 /// NM_001001547 /// NM_001001548
2.002


CD58
NM_001779
2.081


CD59
NM_000611 /// NM_203329 /// NM_203330 /// NM_203331
2.188


CD7
NM_006137
2.042


CD9
NM_001769
4.674


CD99L2
NM_031462 /// NM_134445 /// NM_134446
2.191


CDA
NM_001785
3.653


CDC2
NM_001786 /// NM_033379
−2.199


CDC20
NM_001255
−2.172


CDC23
NM_004661
−2.419


CDC25A
NM_001789 /// NM_201567
−8.007


CDC34
NM_004359
−2.829


CDC45L
NM_003504
−2.495


CDC6
NM_001254
−4.395


CDCA1
NM_031423 /// NM_145697
−2.322


CDCA2
NM_152562
−2.917


CDCA3
NM_031299
−2.220


CDCA5
NM_080668
−2.247


CDCA7
NM_031942 /// NM_145810
−3.452


CDCA8
NM_018101
−2.359


CDK2
NM_001798 /// NM_052827
−2.069


CDK8
NM_001260
−2.537


CDKAL1
NM_017774
−2.134


CDKN2B
NM_004936 /// NM_078487
2.569


CDT1
NM_030928
−2.913


CG018
NM_052818
2.905


CGI-116
NM_016053
2.130


CHD6
NM_032221
2.017


CHD7
NM_017780
−2.384


CHEK1
NM_001274
−3.280


ChGn
NM_018371
5.004


CHPF
NM_024536
2.615


CHST9
NM_031422
−2.248


CKS1B
NM_001826
−2.437


CLIC3
NM_004669
4.155


CLTB
NM_001834 /// NM_007097
2.099


COIL
NM_004645
−2.160


COL4A5
NM_000495 /// NM_033380 /// NM_033381
3.563


COL4A6
NM_001847 /// NM_033641
2.124


COL6A1
NM_001848
2.159


COL7A1
NM_000094
2.391


COTL1
NM_021149
2.018


CPB2
NM_001872 /// NM_016413
−2.402


CPEB2
NM_182485 /// NM_182646
−2.193


CPOX
NM_000097
−3.630


CPT1A
NM_001031847 /// NM_001876
2.306


CREB3L2
NM_194071
−2.106


CREB5
NM_001011666 /// NM_004904 /// NM_182898 /// NM_182899
2.205


CRIP1
NM_001311
2.474


CSPG6
NM_005445
−2.099


CTDSPL2
NM_016396
−2.289


CTPS
NM_001905
−2.733


CTSB
NM_001908 /// NM_147780 /// NM_147781 /// NM_147782 ///
2.067



NM_147783


CTSC
NM_001814 /// NM_148170
−2.180


CTSD
NM_001909
2.244


CTTN
NM_005231 /// NM_138565
2.692


CXorf12
NM_003492
2.048


CXorf15
NM_018360
−2.089


CXorf45
NM_024810
2.755


CXX1
NM_003928
2.227


CXXC6
NM_030625
−2.424


CYGB
NM_134268
3.437


CYLN2
NM_003388 /// NM_032421
2.479


CYP3A5
NM_000777
2.238


CYP3A7
NM_000765
2.963


CYP4F11
NM_021187
2.318


CYP4F3
NM_000896
2.420


DAF
NM_000574
2.418


DBN1
NM_004395 /// NM_080881
2.361


DCC1
NM_024094
−3.401


DCDC2
NM_016356
−2.019


DDC
NM_000790
−4.057


DDX18
NM_006773
−2.225


DDX19A
NM_018332
−2.032


DDX58
NM_014314
2.159


DENND1A
NM_020946 /// NM_024820
−2.026


DEPDC1
NM_017779
−3.205


DEPDC1B
NM_018369
−2.577


DFNA5
NM_004403
2.045


DGAT1
NM_012079
−2.129


DHFR
NM_000791
−2.868


DICER1
NM_030621 /// NM_177438
−6.058


DIO1
NM_000792 /// NM_213593
−4.696


DISC1
NM_001012957 /// NM_001012958 /// NM_001012959 /// NM_018662
2.337


DKC1
NM_001363
−2.271


DKFZp434B1231
NM_178275
2.069


DKFZp434J1015
XM_496849 /// XM_499257
2.004


DKFZp434N035
NM_032262
2.077


DKK3
NM_001018057 /// NM_013253 /// NM_015881
2.244


DLC1
NM_006094 /// NM_024767 /// NM_182643
−2.088


DLEU2 ///
NM_006021
−2.452


BCMSUNL


DLG7
NM_014750
−2.223


DMD
NM_000109 /// NM_004006 /// NM_004007 /// NM_004009 ///
−2.648



NM_004010



/// NM_004011


DNA2L
XM_166103
−2.547


DNAJB9
NM_012328
−2.347


DNAJC12
NM_021800 /// NM_201262
2.478


DNASE2
NM_001375
2.224


DOC1
NM_014890 /// NM_182909
4.474


DOK6
NM_152721
2.547


DONSON
NM_017613 /// NM_145794 /// NM_145795
−3.186


DOT1L
NM_032482
−2.692


DPAGT1
NM_001382 /// NM_203316
−2.224


DPH5
NM_015958
−2.050


DST
NM_001723 /// NM_015548 /// NM_020388 /// NM_183380
2.099


DTL
NM_016448
−4.310


DTNA
NM_001390 /// NM_001391 /// NM_001392 /// NM_032975 ///
2.365



NM_032978



/// NM_032979


DUSP7
NM_001947
−2.552


DUSP9
NM_001395
−5.552


DZIP1
NM_014934 /// NM_198968
−2.582


E2F5
NM_001951
−4.074


E2F6
NM_001952 /// NM_198256 /// NM_198257 /// NM_198258 ///
−2.349



NM_198325



/// NM_212540


E2F8
NM_024680
−3.332


EAF2
NM_018456
−2.674


EGFL5
XM_376905
2.405


EGR1
NM_001964
−2.716


EIF2C2
NM_012154
−2.272


EIF2C4
NM_017629
4.100


EIF4E
NM_001968
−2.069


Ells1
NM_152793
2.372


ELOVL7
NM_024930
3.606


EMP2
NM_001424
2.553


ENOSF1
NM_017512
2.638


EPB41L5
NM_020909
−2.170


EPPK1
NM_031308
2.097


ERBB3
NM_001005915 /// NM_001982
2.078


ERCC1
NM_001983 /// NM_202001
2.049


ERO1L
NM_014584
−2.297


ESCO2
NM_001017420
−2.220


EXOSC8
NM_181503
−2.327


EZH2
NM_004456 /// NM_152998
−2.605


F2R
NM_001992
4.586


FABP1
NM_001443
−4.106


FABP5
NM_001444
−2.278


FAM19A5
NM_015381
−2.176


FAM29A
NM_017645
−2.176


FAM3B
NM_058186 /// NM_206964
−2.097


FAM54A
NM_138419
−3.764


FAM55C
NM_145037
2.106


FAM57A
NM_024792
−2.319


FAM61A
NM_015578
2.138


FAM72A
NM_207418
−2.954


FANCD2
NM_001018115 /// NM_033084
−2.722


FANCM
NM_020937
−2.201


FBL
NM_001436
−2.413


FBLIM1
NM_001024215 /// NM_001024216 /// NM_017556
2.093


FBXO25
NM_012173 /// NM_183420 /// NM_183421
−2.279


FBXO5
NM_012177
−2.306


FEN1
NM_004111
−2.334


FIBCD1
NM_032843
2.122


FIGN
NM_018086
−3.415


FIGNL1
NM_022116
−2.272


FIP1L1
NM_030917
−2.116


FKSG14
NM_022145
−3.151


FLAD1
NM_025207 /// NM_201398
−2.062


FLJ10038

2.139


FLJ10292
NM_018048
−2.071


FLJ10534
NM_018128
−2.397


FLJ10700
NM_018182
−2.646


FLJ10719
NM_018193
−2.610


FLJ11000
NM_018295
2.120


FLJ11155
NM_018342
−2.201


FLJ11259
NM_018370
2.103


FLJ11273
NM_018374
2.079


FLJ13391
NM_032181
2.258


FLJ13912
NM_022770
−2.405


FLJ20160
NM_017694
2.580


FLJ20364
NM_017785
−2.375


FLJ20516
NM_017858
−3.084


FLJ20641
NM_017915
−2.229


FLJ20674
NM_019086
2.301


FLJ20719
XM_373827 /// XM_498427
2.043


FLJ21986
NM_024913
−6.726


FLJ22313
NM_022373
2.053


FLJ22624
NM_024808
−2.332


FLJ22833
NM_001031716 /// NM_022837
2.527


FLJ25371
NM_152543
−2.078


FLJ25416
NM_145018
−2.525


FLJ31306
XM_495990
2.300


FLJ31401

2.150


FLJ32745
NM_144978
−2.927


FLJ34306
NM_199340
4.762


FLJ38725
NM_153218
2.003


FLJ39370
NM_152400
5.565


FLJ43339
NM_207380
2.195


FLJ90586
NM_153345
2.266


FMO5
NM_001461
2.184


FOSL2
NM_005253
2.797


FOXK2
NM_004514 /// NM_181430 /// NM_181431
−2.171


FOXO3A
NM_001455 /// NM_201559
2.109


FTH1
NM_002032
2.011


FVT1
NM_002035
2.914


FZD3
NM_017412
−2.012


FZD6
NM_003506
2.277


G1P2
NM_005101
2.505


G1P3
NM_002038 /// NM_022872 /// NM_022873
2.180


G3BP
NM_005754 /// NM_198395
−2.145


GABARAPL1
NM_031412
2.162


/// GABARAPL3


GAJ
NM_032117
−4.247


GALE
NM_000403 /// NM_001008216
−2.459


GALNACT-2
NM_018590
2.063


GALNS
NM_000512
2.430


GART
NM_000819 /// NM_175085
−2.600


GBP2
NM_004120
2.543


GBP3
NM_018284
2.251


GDA
NM_004293
2.723


GEMIN5
NM_015465
−2.127


GEMIN7
NM_001007269 /// NM_001007270 /// NM_024707
−2.614


GIPC2
NM_017655
−2.887


GK
NM_000167 /// NM_203391
2.175


GLB1
NM_000404
−4.245


GLCCI1
NM_138426
2.065


GLCE
NM_015554
2.101


GLIPR1
NM_006851
2.047


GLS
NM_014905
2.045


GMNN
NM_015895
−3.074


GMPR2
NM_001002000 /// NM_001002001 /// NM_001002002 /// NM_016576
−2.041


GNAI1
NM_002069
5.503


GNB1
NM_002074
2.579


GNB5
NM_006578 /// NM_016194
2.356


GNG5
NM_005274
−2.407


GNS
NM_002076
2.378


GPC1
NM_002081
2.196


GPD1
NM_005276
−2.324


GPR157
NM_024980
−2.905


GPR56
NM_005682 /// NM_201524 /// NM_201525
3.004


GRCC10
NM_138425
2.526


GRN
NM_001012479 /// NM_002087
2.237


GRPEL1
NM_025196
−2.752


GRPEL2
NM_152407
−2.219


GTPBP4
NM_012341
−2.005


GYG2
NM_003918
−2.029


H2AFY
NM_004893 /// NM_138609 /// NM_138610
2.024


HBP1
NM_012257
2.281


HCAP-G
NM_022346
−2.785


HDHD1A
NM_012080
−5.292


HEAB
NM_006831
−2.065


HELLS
NM_018063
−2.791


HERC4
NM_001017972 /// NM_015601 /// NM_022079
2.566


HIC2
NM_015094
−4.228


HIPK3
NM_005734
3.158


HIST1H1C
NM_005319
2.202


HIST1H2AC
NM_003512
2.999


HIST1H2BC
NM_003526
2.256


HIST1H3H
NM_003536
2.327


HIST2H2AA
NM_003516
2.070


HIST2H2BE
NM_003528
2.620


HIVEP2
NM_006734
2.040


HK1
NM_000188 /// NM_033496 /// NM_033497 /// NM_033498 ///
2.452



NM_033500


HMGA2
NM_001015886 /// NM_003483 /// NM_003484
−8.387


HMGN4
NM_006353
2.049


HMMR
NM_012484 /// NM_012485
−5.557


HNRPC
NM_004500 /// NM_031314
−3.426


HOMER3
NM_004838
2.278


HPCAL1
NM_002149 /// NM_134421
2.080


HPR
NM_020995
−2.163


HRMT1L3
NM_005788
−2.125


HS2ST1
NM_012262
2.233


HSA9761
NM_014473
−2.034


HSD17B2
NM_002153
2.103


HSPA14
NM_016299
−2.228


HSPB1
NM_001540
2.727


HSPB8
NM_014365
2.042


HSPC111
NM_016391
−2.381


HSPC159
NM_014181
2.698


HSUP1
XM_497769
−2.085


ICAM2
NM_000873
3.025


IDS
NM_000202 /// NM_006123
2.347


IFI27
NM_005532
3.436


IFITM1
NM_003641
2.014


IFITM2
NM_006435
2.160


IGF2BP1
NM_006546
−2.943


IGFBP1
NM_000596 /// NM_001013029
2.432


IGFBP4
NM_001552
3.118


IGFBP7
NM_001553
2.208


IGSF1
NM_001555 /// NM_205833
−2.245


IHPK2
NM_001005909 /// NM_001005910 /// NM_001005911 /// NM_001005912
2.163



/// NM_001005913


IL10RB
NM_000628
2.826


IL1RN
NM_000577 /// NM_173841 /// NM_173842 /// NM_173843
2.004


IMP-1
NM_006546
−3.538


IMP-2
NM_001007225 /// NM_006548
−2.550


IMP4
NM_033416
−2.024


IPO4
NM_024658
−2.000


IPO7
NM_006391
−2.053


IQCB1
NM_001023570 /// NM_001023571
−2.032


IRAK2
NM_001570
−2.132


ISGF3G
NM_006084
2.804


ITGA2
NM_002203
2.172


ITGA3
NM_002204 /// NM_005501
2.160


ITGB3BP
NM_014288
−2.119


ITGB5
NM_002213
2.026


ITIH3
NM_002217
2.929


JDP2
NM_130469
2.459


KBTBD8
NM_032505
−3.346


KIAA0101
NM_001029989 /// NM_014736
−2.203


KIAA0179
NM_015056
−2.486


KIAA0746
NM_015187
4.687


KIAA0802
NM_015210
2.240


KIAA0934
NM_014974
2.638


KIAA1199
NM_018689
2.008


KIAA1212
NM_018084
−2.021


KIAA1223
NM_020337
2.120


KIAA1287
NM_020748
−2.252


KIAA1458
XM_044434
−2.018


KIAA1462
XM_166132
−2.386


KIAA1609
NM_020947
−2.129


KIAA1618
NM_020954
2.870


KIAA1702

−2.728


KIAA1815
NM_024896
2.258


KIF15
NM_020242
−2.249


KIF18A
NM_031217
−2.257


KIF23
NM_004856 /// NM_138555
−2.157


KIF3C
NM_002254
2.017


KIFC2
NM_145754
2.417


KLF11
NM_003597
3.040


KLHL14
NM_020805
−2.955


KLHL24
NM_017644
2.327


KLHL9
NM_018847
2.043


KNS2
NM_005552 /// NM_182923
2.020


KNTC1
NM_014708
−2.090


KRT15
NM_002275
2.214


KRT20
NM_019010
13.981


KRT23
NM_015515 /// NM_173213
5.377


KRTAP1-5
NM_031957
2.295


KRTAP3-1
NM_031958
8.731


L3MBTL
NM_015478 /// NM_032107
2.320


LAIR2
NM_002288 /// NM_021270
3.794


LAMB2
NM_002292
2.080


LARP6
NM_018357 /// NM_197958
2.924


LBR
NM_002296 /// NM_194442
−2.387


LEAP-2
NM_052971
−2.118


LEPR
NM_001003679 /// NM_001003680 /// NM_002303
2.234


LEPROTL1
NM_015344
−2.321


LGALS1
NM_002305
2.299


LGALS2
NM_006498
−4.968


LGALS3 /// GALIG
NM_002306 /// NM_194327
2.547


LGALS7
NM_002307
3.311


LIN28B
NM_001004317
−12.185


LKAP
NM_014647
2.657


LMBR1
NM_022458
2.066


LMNB1
NM_005573
−2.717


LOC123876
NM_001010845
−2.100


LOC123876
NM_001010845 /// NM_182617
−2.039


/// ACSM2


LOC131076
NM_001017928
−2.534


LOC144501
NM_182507
2.511


LOC145786

−6.142


LOC146909
XM_085634
−2.071


LOC153222
NM_153607
2.772


LOC158563

−2.207


LOC159090
NM_145284
2.305


LOC162993
XM_091914
2.428


LOC201175
NM_174919
2.612


LOC201725
NM_001008393
−2.950


LOC201895
NM_174921
2.177


LOC253842

−4.200


LOC283377
NM_207344
−2.105


LOC283464
XM_290597
−2.824


LOC283666

2.566


LOC283852

2.149


LOC284356

2.469


LOC285628

2.027


LOC340061
NM_198282
2.116


LOC340109
XM_379322
2.256


LOC387921
NM_001012754 /// NM_001017370
−2.589


LOC389432
NM_001030060
3.174


LOC391020
XM_497663
2.015


LOC440461
XM_498680
2.303


LOC440702
XM_496425
2.036


LOC440737
XM_496446
2.038


LOC440886
XM_496572
2.150


LOC440995
XM_498955
2.794


LOC441027
XM_496707
4.039


LOC441164
XM_499041
−2.106


LOC494143
NM_001008708
−2.792


LOC51315
NM_016618
2.694


LOC55908
NM_018687
−2.404


LOC56902
NM_020143
−2.008


LOC91461
NM_138370
−2.974


LOC92345
NM_138386
−2.410


LONPL
NM_031490
2.205


LOX
NM_002317
−3.558


LOXL2
NM_002318
5.544


LRIG3
NM_153377
−2.202


LRP10
NM_014045
2.921


LSM11
NM_173491
−2.254


LSM6
NM_007080
−3.351


LTB4DH
NM_012212
2.193


LTBP3
NM_021070
2.269


LY96
NM_015364
12.628


LYAR
NM_017816
−2.678


MAC30
NM_014573
−2.204


MAD2L1
NM_002358
−2.509


MAK3
NM_025146
−2.015


MAL2
NM_052886
−2.739


MALAT1

−2.689


MAP1B
NM_005909 /// NM_032010
2.450


MAP2K1IP1
NM_021970
2.878


MAP3K8
NM_005204
2.425


MAPK6
NM_002748
−2.362


MAPKAPK5
NM_003668 /// NM_139078
−2.431


MARCH2
NM_001005415 /// NM_001005416 /// NM_016496
2.223


MARCH8
NM_001002265 /// NM_001002266 /// NM_145021
2.143


MARCKS
NM_002356
2.351


MARS2
NM_138395
−2.181


MASTL
NM_032844
−3.802


MATR3
NM_018834 /// NM_199189
−2.259


MBL2
NM_000242
−6.115


MBNL2
NM_144778 /// NM_207304
2.096


MBNL3
NM_018388 /// NM_133486
−2.263


MBTPS1
NM_003791 /// NM_201268
2.229


MCAM
NM_006500
−2.701


MCM10
NM_018518 /// NM_182751
−3.796


MCM2
NM_004526
−2.365


MCM3
NM_002388
−2.442


MCM4
NM_005914 /// NM_182746
−3.179


MCM5
NM_006739
−2.670


MCM6
NM_005915
−2.530


MCM7
NM_005916 /// NM_182776
−2.518


MCM8
NM_032485 /// NM_182802
−2.431


MED6
NM_005466
−2.903


MED8
NM_001001651 /// NM_001001653 /// NM_001001654 /// NM_052877
−2.346



/// NM_201542


MEIS4
NR_002211
2.188


MELK
NM_014791
−2.508


MESDC1
NM_022566
−2.667


MET
NM_000245
2.017


METRNL
NM_001004431
3.008


MGAT4A
NM_012214
−2.283


MGC11102
NM_032325
−2.793


MGC12916

−2.258


MGC13170
NM_199249 /// NM_199250
−2.022


MGC13204
NM_031465
−3.680


MGC14289
NM_080660
−4.655


MGC23909
NM_174909
−3.516


MGC2408
NM_032331
−2.609


MGC24665
NM_152308
−2.169


MGC2560
NM_031452
−3.099


MGC26963
NM_152621
2.060


MGC34646
NM_173519
2.241


MGC4308
NM_032359
−2.688


MGC4399
NM_032315
−2.331


MICAL2
NM_014632
2.546


MICB
NM_005931
−3.377


MIXL1
NM_031944
−2.332


MKI67
NM_002417
−2.093


MLF1IP
NM_024629
−2.888


MLLT11
NM_006818
2.581


MMP3
NM_002422
6.834


MMP7
NM_002423
2.068


MNAB
NM_018835
2.021


MNS1
NM_018365
−2.248


MOAP1
NM_022151
3.702


MR-1
NM_015488 /// NM_022572
−2.858


MRS2L
NM_020662
−2.929


MSH6
NM_000179
−2.485


MSLN
NM_005823 /// NM_013404
2.215


MSRB3
NM_001031679 /// NM_198080
2.183


MT1E
NM_175617
2.113


MT1F
NM_005949
2.261


MT1H
NM_005951
2.084


MT1M
NM_176870
2.212


MT1X
NM_005952
2.354


MT2A
NM_005953
2.117


MTF2
NM_007358
−2.805


MTFR1
NM_014637
−2.113


MTMR11
NM_006697 /// NM_181873
2.000


MUC13
NM_033049
2.314


MUC15
NM_145650
3.095


MUTED
NM_201280
−2.263


MVP
NM_005115 /// NM_017458
3.138


MXI1
NM_001008541 /// NM_005962 /// NM_130439
2.208


MXRA7
NM_001008528 /// NM_001008529 /// NM_198530
2.162


MXRA8
NM_032348
2.884


MYBL1
XM_034274
−2.095


MYCBP
NM_012333
−2.250


MYO15B
XM_496245 /// XR_000222
3.170


MYO1D
NM_015194
2.547


MYO5A
NM_000259
2.215


MYO6
NM_004999
2.052


NAB1
NM_005966
−2.059


NAP1L1
NM_004537 /// NM_139207
−2.445


NARG1
NM_057175
−2.798


NASP
NM_002482 /// NM_152298 /// NM_172164
−2.574


NBR2
NM_005821 /// NM_016632
−2.022


/// LOC51326


NCF2
NM_000433
2.827


NDRG1
NM_006096
3.097


NDRG4
NM_020465 /// NM_022910
2.192


NEGR1
NM_173808
2.987


NEIL3
NM_018248
−2.808


NEK2
NM_002497
−2.061


NEK3
NM_002498 /// NM_152720
−3.046


NEXN
NM_144573
3.622


NFIB
NM_005596
2.456


NID1
NM_002508
3.011


NID67
NM_032947
−3.881


NIPSNAP3A
NM_015469
2.121


NKIRAS1
NM_020345
−3.233


NME6
NM_005793
−2.748


NMI
NM_004688
2.343


NOL11
NM_015462
−2.162


NOL3
NM_003946
2.087


NOL5A
NM_006392
−2.058


NOLC1
NM_004741
−2.586


NPC1L1
NM_013389
2.007


NR1D2
NM_005126
3.752


NR1H4
NM_005123
−3.071


NR2F1
NM_005654
2.131


NRAS
NM_002524
−2.563


NRBP2
NM_178564
2.311


NSF /// LOC641522
NM_006178
−2.505


NTN4
NM_021229
3.147


NUFIP1
NM_012345
−2.064


NUP160
NM_015231
−2.055


NUP205
NM_015135
−2.050


NUP35
NM_001008544 /// NM_138285
−3.113


NUP37
NM_024057
−2.080


NUP50
NM_007172 /// NM_153645 /// NM_153684
−2.083


NUP98
NM_005387 /// NM_016320 /// NM_139131 /// NM_139132
−3.648


NUPL1
NM_001008564 /// NM_001008565 /// NM_014089
−2.031


NY-REN-41
NM_030771 /// NM_080654
−2.489


NY-SAR-48
NM_001011699 /// NM_033417
−2.002


OAS1
NM_001032409 /// NM_002534 /// NM_016816
2.024


OPTN
NM_001008211 /// NM_001008212 /// NM_001008213 /// NM_021980
2.192


ORC1L
NM_004153
−2.644


ORC6L
NM_014321
−2.268


ORM1
NM_000607
−3.646


ORM1 /// ORM2
NM_000607 /// NM_000608
−3.184


ORM2
NM_000608
−3.528


OSTbeta
NM_178859
−2.181


OSTM1
NM_014028
2.162


P8
NM_012385
3.789


PA2G4
NM_006191
−2.761


PABPC4
NM_003819
−2.669


PACS2
NM_015197
2.049


PAICS
NM_006452
−2.288


PAK1IP1
NM_017906
−2.110


PANX1
NM_015368
2.031


PAPSS2
NM_001015880 /// NM_004670
2.144


PAQR5
NM_017705
2.302


PARD6B
NM_032521
−2.381


PARP11
NM_020367
2.069


PAX6
NM_000280 /// NM_001604
2.439


PBK
NM_018492
−2.683


PCAF
NM_003884
3.169


PCLKC
NM_017675
2.991


PCTP
NM_021213
−3.039


PCYT1B
NM_004845
−2.007


PDGFA
NM_002607 /// NM_033023
2.105


PDGFC
NM_016205
2.068


PEG3
NM_006210
−3.673


Pfs2
NM_016095
−3.969


PGCP
NM_016134
2.061


PGRMC1
NM_006667
−2.576


PHF19
NM_001009936 /// NM_015651
−2.739


PHF20L1
NM_016018 /// NM_024878 /// NM_032205 /// NM_198513
2.616


PHLDA1
NM_007350
5.217


PHLDB3
NM_198850
2.219


PIGA
NM_002641 /// NM_020472 /// NM_020473
−3.778


PIGC
NM_002642 /// NM_153747
−2.005


PIGL
NM_004278
−2.091


PINK1
NM_032409
2.015


PIP5K1B
NM_001031687 /// NM_003558
−3.370


PITPNC1
NM_012417 /// NM_181671
2.003


PJA2
NM_014819
2.727


PKNOX1
NM_004571 /// NM_197976
2.032


PLAGL1
NM_002656 /// NM_006718
−2.210


PLAGL2
NM_002657
−5.050


PLAU
NM_002658
2.556


PLEKHA2
XM_496973
2.152


PLEKHH2
NM_172069
2.260


PLEKHM1
NM_014798
2.350


PLK1
NM_005030
−2.144


PLK4
NM_014264
−2.560


PLXNB2
XM_371474
2.041


PNN
NM_002687
−2.282


PNRC1
NM_006813
2.333


POLA
NM_016937
−2.150


POLE2
NM_002692
−3.902


POLR1B
NM_019014
−2.388


POLR2D
NM_004805
−2.627


POLR3G
NM_006467
−3.493


POLR3K
NM_016310
−2.120


POPDC3
NM_022361
2.240


PPAT
NM_002703
−2.504


PPIH
NM_006347
−2.170


PPIL5
NM_152329 /// NM_203466 /// NM_203467
−2.440


PPP1R13B
NM_015316
−2.742


PPP4C
NM_002720
−2.176


PQLC3
NM_152391
3.083


PRAF1
NM_022490
−2.021


PRAP1
NM_145202
2.151


PRIM1
NM_000946
−2.588


PRIM2A
NM_000947
−2.124


PRKAR2A
NM_004157
−2.618


PRKCA
NM_002737
2.135


PROCR
NM_006404
2.102


PRTG
XM_370866
−6.751


PSF1
NM_021067
−3.393


PSME4
NM_014614
−3.866


PTP4A1
NM_003463
2.246


PTPRM
NM_002845
2.376


PTPRN2
NM_002847 /// NM_130842 /// NM_130843
2.309


PTX1
NM_016570
−2.405


PUNC
NM_004884
−2.713


PURB
NM_033224
2.249


PYCARD
NM_013258 /// NM_145182 /// NM_145183
2.306


QKI
NM_006775 /// NM_206853 /// NM_206854 /// NM_206855
2.695


RAB11FIP4
NM_032932
−2.066


RAB31
NM_006868
2.585


RABEP2
NM_024816
2.771


RABGGTB
NM_004582
−2.177


RAD18
NM_020165
−4.207


RAD51
NM_002875 /// NM_133487
−2.850


RAD51AP1
NM_006479
−2.986


RALGDS
NM_006266
2.134


RANBP1
NM_002882
−2.161


RAP2B
NM_002886
2.205


RASD1
NM_016084
5.105


RASSF2
NM_014737 /// NM_170773 /// NM_170774
2.947


RBBP7
NM_002893
−2.295


RBM14
NM_006328
−2.481


RBM19
NM_016196
−2.041


RBM24
NM_153020
3.762


RBP1
NM_002899
2.370


RBPMS
NM_001008710 /// NM_001008711 /// NM_001008712 /// NM_006867
−2.087


RECK
NM_021111
2.950


RFC2
NM_002914 /// NM_181471
−2.300


RFC3
NM_002915 /// NM_181558
−3.259


RFC4
NM_002916 /// NM_181573
−2.337


RFC5
NM_007370 /// NM_181578
−3.462


RFFL
NM_001017368 /// NM_057178
−2.044


RFWD3
NM_018124
−3.699


RGS3
NM_017790 /// NM_021106 /// NM_130795 /// NM_134427
−2.786



/// NM_144488 /// NM_144489


RHOB
NM_004040
−2.149


RHOQ
NM_012249
2.563


RHOQ
NM_012249 /// XM_209429
3.585


/// LOC284988


RIF1
NM_018151
−2.269


RIMS3
NM_014747
2.204


RIPK5
NM_015375 /// NM_199462
2.354


RIT1
NM_006912
2.081


RNF144
NM_014746
2.113


RNU22
NR_000008
−2.920


RNU47
XR_000223
−2.614


RPS6
NM_001010
−2.315


RPS6KA3
NM_004586
−2.009


RPUSD3
NM_173659
−3.293


RRAGD
NM_021244
2.188


RRM1
NM_001033
−2.328


RRM2
NM_001034
−4.193


RRM2B
NM_015713
2.704


RRN3
NM_018427
−2.007


RSC1A1
NM_006511
−3.230


RTCD1
NM_003729
−2.223


RTF1
NM_015138
2.048


RTN2
NM_005619 /// NM_206900 /// NM_206901 /// NM_206902
2.095


RTN4IP1
NM_032730
−2.407


RY1
NM_006857
2.180


S100A2
NM_005978
5.992


S100A4
NM_002961 /// NM_019554
2.395


S100A6
NM_014624
3.585


S100PBPR
NM_001017406 /// NM_022753
−2.885


SACS
NM_014363
−2.165


SAR1B
NM_001033503 /// NM_016103
2.287


SASS6
NM_194292
−2.493


SAT
NM_002970
2.290


SCAMP1
NM_004866 /// NM_052822
2.098


SCARB2
NM_005506
2.032


SCD
NM_005063
−2.328


SCGN
NM_006998
−2.461


SCN9A
NM_002977
3.362


SCPEP1
NM_021626
2.260


SELM
NM_080430
2.480


SEMA3B
NM_001005914 /// NM_004636
2.142


SEMA3G
NM_020163
2.055


SEPT6 /// N-PAC
NM_015129 /// NM_032569 /// NM_145799 /// NM_145800
2.143



/// NM_145802


SERP1
NM_014445
−2.007


SERPINA3
NM_001085
2.456


SERPINA6
NM_001756
−2.066


SERPINE1
NM_000602
2.400


SEZ6L2
NM_012410 /// NM_201575
2.116


SFRS1
NM_006924
−2.031


SGCB
NM_000232
2.304


SGK3
NM_001033578 /// NM_013257 /// NM_170709
−2.097


SGOL2
NM_152524
−2.263


SH3BGRL
NM_003022
2.010


SH3BGRL3
NM_031286
2.340


SH3BP5
NM_001018009 /// NM_004844
2.097


SH3GLB1
NM_016009
2.256


SHCBP1
NM_024745
−2.480


SIL
NM_003035
−2.173


SIP1
NM_001009182 /// NM_001009183 /// NM_003616
−2.194


SKP2
NM_005983 /// NM_032637
−4.277


SLC16A10
NM_018593
−2.944


SLC16A6
NM_004694
2.408


SLC17A2
NM_005835
−2.411


SLC20A1
NM_005415
−2.298


SLC22A18
NM_002555 /// NM_183233
2.717


SLC22A7
NM_006672 /// NM_153320
−2.377


SLC23A2
NM_005116 /// NM_203327
2.410


SLC25A13
NM_014251
−2.585


SLC25A24
NM_013386 /// NM_213651
−2.124


SLC25A32
NM_030780
−2.835


SLC26A11
NM_173626
2.537


SLC2A3
NM_006931
−6.221


SLC2A3
NM_006931 /// NM_153449
−5.017


/// SLC2A14


SLC2A8
NM_014580
−2.078


SLC30A10
NM_001004433 /// NM_018713
−2.129


SLC35D2
NM_007001
−2.343


SLC35F5
NM_025181
−3.794


SLC38A5
NM_033518
−2.093


SLC39A14
NM_015359
−3.916


SLC40A1
NM_014585
5.218


SLC43A1
NM_003627
−2.391


SLC44A1
NM_022109 /// NM_080546
2.114


SLC44A5
NM_152697
2.821


SLC4A11
NM_032034
4.907


SLC4A5
NM_021196 /// NM_033323 /// NM_133478 /// NM_133479
−2.069


SLC5A6
NM_021095
−2.583


SLC6A14
NM_007231
−2.725


SLC6A6
NM_003043
2.081


SLC7A11
NM_014331
2.056


SLC7A2
NM_001008539 /// NM_003046
2.115


SLC7A6
NM_003983
−2.170


SLCO4C1
NM_180991
−6.128


SMAD2
NM_001003652 /// NM_005901
2.496


SMARCA2
NM_003070 /// NM_139045
2.328


SMARCC1
NM_003074
−2.014


SMC1L1
NM_006306
−2.248


SMC2L1
NM_006444
−2.288


SMPD1
NM_000543 /// NM_001007593
2.164


SMURF2
NM_022739
2.381


SNAP23
NM_003825 /// NM_130798
−2.346


SNAPC5
NM_006049
−2.093


SNX5
NM_014426 /// NM_152227
−2.669


SOAT2
NM_003578
−2.669


SOCS1
NM_003745
−2.760


SOLH
NM_005632
−2.134


SOX4
NM_003107
2.011


SPBC25
NM_020675
−2.506


SPCS3
NM_021928
−3.408


SPIN2 /// SPIN-2
NM_001006681 /// NM_001006682 /// NM_001006683
2.031



/// NM_019003


SPON2
NM_012445
4.946


SPTAN1
NM_003127
2.050


SPTBN1
NM_003128 /// NM_178313
2.029


SPTLC2L

−2.194


SQSTM1
NM_003900
2.525


SR140
XM_031553
−2.333


SSX2IP
NM_014021
−2.558


ST6GALNAC2
NM_006456
−3.504


STEAP3
NM_001008410 /// NM_018234 /// NM_182915
2.363


STK17A
NM_004760
2.089


STK40
NM_032017
−2.417


STK6
NM_003600 /// NM_198433 /// NM_198434 /// NM_198435 ///
−4.188



NM_198436 /// NM_198437


STS-1
NM_032873
−3.120


STX3A
NM_004177
−2.978


SULT1C1
NM_001056 /// NM_176825
2.091


SUPT16H
NM_007192
−2.214


SUSD2
NM_019601
3.786


SUV39H2
NM_024670
−3.885


SYNGR3
NM_004209
2.892


SYTL1
NM_032872
2.936


SYTL2
NM_032379 /// NM_032943 /// NM_206927 /// NM_206928 ///
4.644



NM_206929



/// NM_206930


TACC2
NM_006997 /// NM_206860 /// NM_206861 /// NM_206862
2.436


TACC3
NM_006342
−2.037


TAF5
NM_006951
−3.117


TAF5L
NM_001025247 /// NM_014409
−2.378


TAGLN
NM_001001522 /// NM_003186
2.095


TBC1D3
NM_001001418 /// NM_032258
3.067


/// TBC1D3C


TBRG4
NM_004749 /// NM_030900 /// NM_199122
−2.044


TBX3
NM_005996 /// NM_016569
2.237


TCERG1
NM_006706
−2.015


TCOF1
NM_000356 /// NM_001008656 /// NM_001008657
−2.455


TCTE1L
NM_006520
2.633


TDE2L
NM_178865
3.110


TDP1
NM_001008744 /// NM_018319
−2.141


TEAD4
NM_003213 /// NM_201441 /// NM_201443
−2.730


TEP1
NM_007110
2.202


TFAM
NM_003201
−2.004


TFDP1
NM_007111
−2.046


TFRC
NM_003234
−2.504


TGFA
NM_003236
2.034


TGFB1
NM_000660
2.104


TGFB1I1
NM_015927
2.701


TGFBR3
NM_003243
−3.258


THEM4
NM_053055 /// NM_176853
−2.356


TIMM8A
NM_004085
−2.159


TIMP2
NM_003255
2.818


TK1
NM_003258
−2.182


TK2
NM_004614
3.123


TM4SF5
NM_003963
2.404


TMCO3
NM_017905
2.169


TMEFF1
NM_003692
2.028


TMEM16K
NM_018075
2.391


TMEM48
NM_018087
−2.540


TMEM55A
NM_018710
2.227


TMEM57
NM_018202 /// NM_145284
2.295


/// LOC159090


TMEM8
NM_021259
−2.039


TMEM87B
NM_032824
2.540


TMPO
NM_001032283 /// NM_001032284 /// NM_003276
−2.608


TMSB4X /// TMSL3
NM_021109 /// NM_183049
2.137


TncRNA

2.342


TNFRSF11A
NM_003839
2.156


TNFRSF14
NM_003820
2.220


TNFSF10
NM_003810
−2.099


TNRC6A
NM_014494 /// NM_020847
2.038


TNRC8

2.767


TOP1MT
NM_052963
2.350


TOP2A
NM_001067
−2.202


TOPBP1
NM_007027
−2.021


TP53I3
NM_004881 /// NM_147184
2.473


TP53INP1
NM_033285
2.382


TPBG
NM_006670
3.351


TPM2
NM_003289 /// NM_213674
3.855


TPR
NM_003292
−2.385


TPX2
NM_012112
−2.044


TRAF5
NM_001033910 /// NM_004619 /// NM_145759
2.173


TRIB2
NM_021643
2.122


TRIM2
NM_015271
3.066


TRIM22
NM_006074
3.115


TRIM24
NM_003852 /// NM_015905
2.249


TRIM56
NM_030961
2.327


TRIP13
NM_004237
−2.384


TRPV2
NM_016113
2.038


TSC22D1
NM_006022 /// NM_183422
2.076


TTC3
NM_001001894 /// NM_003316
2.040


TTC7B
NM_001010854
2.297


TTK
NM_003318
−2.295


TTLL4
NM_014640
−4.693


TTYH2
NM_032646 /// NM_052869
2.176


TUBA3
NM_006009
6.172


TUBB2
NM_001069
2.343


TUBB-PARALOG
NM_178012
3.758


TUBE1
NM_016262
−2.325


TUBG1
NM_001070
−2.279


TUSC2
NM_007275
−2.216


TUSC3
NM_006765 /// NM_178234
2.119


UBE2H
NM_003344 /// NM_182697
2.381


UBE2Q2
NM_173469
2.207


UBE2T
NM_014176
−2.756


UCHL5
NM_015984
−2.974


UGCG
NM_003358
−2.081


UHMK1
NM_175866
2.111


UHRF1
NM_013282
−4.543


UIP1
NM_017518 /// NM_207106 /// NM_207107
−2.016


ULK1
NM_003565
2.003


UNC93A
NM_018974
−2.304


USP10
NM_005153
−2.312


UTP15
NM_032175
−2.352


VAMP1
NM_014231 /// NM_016830 /// NM_199245
2.079


VAMP3
NM_004781
−2.043


VLDLR
NM_001018056 /// NM_003383
2.084


VNN1
NM_004666
2.180


VPS33A
NM_022916
−2.148


VPS54
NM_001005739 /// NM_016516
−2.421


VRK1
NM_003384
−3.224


WBP11
NM_016312
−2.777


WDHD1
NM_001008396 /// NM_007086
−3.432


WDR45
NM_001029896 /// NM_007075
2.493


WIG1
NM_022470 /// NM_152240
2.413


WNK4
NM_032387
2.064


XPO4
NM_022459
−3.104


XPO5
NM_020750
−2.248


YIPF4
NM_032312
2.158


YOD1
NM_018566
−3.320


YPEL3
NM_031477
3.060


YPEL5
NM_016061
3.006


YWHAH
NM_003405
2.764


ZA20D3
NM_019006
2.086


ZBTB20
NM_015642
2.163


ZBTB4
NM_020899
2.731


ZCCHC10
NM_017665
−2.061


ZCCHC9
NM_032280
−3.491


ZCSL2
NM_206831
−4.066


ZDHHC2
NM_016353
2.520


ZFP90
NM_133458
2.099


ZHX3
NM_015035
2.008


ZNF117
NM_024498
2.157


ZNF161
NM_007146
2.163


ZNF200
NM_003454 /// NM_198087 /// NM_198088
−2.419


ZNF226
NM_001032372 /// NM_001032373 /// NM_001032374 /// NM_001032375
3.068



/// NM_015919


ZNF267
NM_003414
−2.131


ZNF329
NM_024620
2.017


ZNF432
NM_014650
2.618


ZNF514
NM_032788
2.073


ZNF678
NM_178549
−2.169


ZNF680
NM_178558
2.339


ZNF689
NM_138447
−2.188


ZNF706
NM_016096
2.074


ZNF708
NM_021269
2.382


ZNF83
NM_018300
2.269


ZRF1
XM_168590 /// XM_379909
−2.004


ZWILCH
NM_017975
−3.135


ZWINT
NM_001005413 /// NM_001005414 /// NM_007057 /// NM_032997
−2.272


ZYX
NM_001010972 /// NM_003461
2.039









Negative fold change values in Table 2 and Table 3 indicate a reduction in mRNA levels for a given gene compared to that observed for the negative controls.


The results demonstrate that let-7 expression altered the expression levels, by at least two-fold, of 558 genes (217 down-regulated, 341 up-regulated) in A549 cells and 1035 genes (531 down-regulated, 504 up-regulated) in HepG2 cells.


Example 3
Predicted Gene Targets of let-7

Gene targets for binding of hsa-let-7a, hsa-let-7b, and hsa-let-7g were predicted using the proprietary algorithm miRNATarget™ (Asuragen) and are shown in Table 4, the content of all database submission incorporated herein by reference in its entirety, as presented on the filing date of this application.









TABLE 4







Target genes of hsa-let-7a, hsa-let-7b, and hsa-let7g.









Gene Symbol
RefSeq
Gene Name





2′-PDE
NM_177966
2′-phosphodiesterase


ABCB9
NM_019624
ATP-binding cassette, sub-family B (MDR/TAP),


ABCC10
NM_033450
ATP-binding cassette, sub-family C, member 10


ABCC5
NM_005688
ATP-binding cassette, sub-family C, member 5


ACSL6
NM_001009185
acyl-CoA synthetase long-chain family member 6


ACTR2
NM_001005386
actin-related protein 2 isoform a


ACVR1B
NM_004302
activin A type IB receptor isoform a precursor


ACVR2A
NM_001616
activin A receptor, type IIA precursor


ADAM15
NM_207191
a disintegrin and metalloproteinase domain 15


ADAMTS5
NM_007038
ADAM metallopeptidase with thrombospondin type 1


ADAMTS8
NM_007037
ADAM metallopeptidase with thrombospondin type 1


ADCY9
NM_001116
adenylate cyclase 9


ADIPOR2
NM_024551
adiponectin receptor 2


ADRB2
NM_000024
adrenergic, beta-2-, receptor, surface


ADRB3
NM_000025
adrenergic, beta-3-, receptor


AHCTF1
NM_015446
transcription factor ELYS


AKAP6
NM_004274
A-kinase anchor protein 6


ANGPTL2
NM_012098
angiopoietin-like 2 precursor


ANKFY1
NM_016376
ankyrin repeat and FYVE domain containing 1


ANKRD43
NM_175873
ankyrin repeat domain 43


ANKRD49
NM_017704
fetal globin inducing factor


AP1S1
NM_057089
adaptor-related protein complex 1, sigma 1


APBB3
NM_006051
amyloid beta precursor protein-binding, family


APPBP2
NM_006380
amyloid beta precursor protein-binding protein


ARHGAP20
NM_020809
Rho GTPase activating protein 20


ARHGAP28
NM_001010000
Rho GTPase activating protein 28 isoform a


ARHGEF15
NM_173728
Rho guanine exchange factor 15


ARID3A
NM_005224
AT rich interactive domain 3A (BRIGHT-like)


ARID3B
NM_006465
AT rich interactive domain 3B (BRIGHT-like)


ARL5A
NM_012097
ADP-ribosylation factor-like 5A isoform 1


ARPP-19
NM_006628
cyclic AMP phosphoprotein, 19 kD


ASAH3L
NM_001010887
N-acylsphingosine amidohydrolase 3-like


ATG16L1
NM_017974
APG16 autophagy 16-like isoform 2


ATP2A2
NM_170665
ATPase, Ca++ transporting, cardiac muscle, slow


ATP2B1
NM_001001323
plasma membrane calcium ATPase 1 isoform 1a


ATP2B3
NM_021949
plasma membrane calcium ATPase 3 isoform 3a


ATP2B4
NM_001001396
plasma membrane calcium ATPase 4 isoform 4a


ATXN1
NM_000332
ataxin 1


BACH1
NM_001186
BTB and CNC homology 1 isoform a


BCAP29
NM_001008405
B-cell receptor-associated protein BAP29 isoform


BCL2L1
NM_001191
BCL2-like 1 isoform 2


BCL7A
NM_001024808
B-cell CLL/lymphoma 7A isoform b


BIN3
NM_018688
bridging integrator 3


BNC2
NM_017637
basonuclin 2


BRD3
NM_007371
bromodomain containing protein 3


BTBD3
NM_014962
BTB/POZ domain containing protein 3 isoform a


BTG2
NM_006763
B-cell translocation gene 2


BZW1
NM_014670
basic leucine zipper and W2 domains 1


BZW2
NM_014038
basic leucine zipper and W2 domains 2


C10orf6
NM_018121
hypothetical protein LOC55719


C11orf11
NM_006133
neural stem cell-derived dendrite regulator


C11orf51
NM_014042
hypothetical protein LOC25906


C11orf57
NM_018195
hypothetical protein LOC55216


C15orf29
NM_024713
hypothetical protein LOC79768


C15orf41
NM_032499
hypothetical protein LOC84529


C1orf22
NM_025191
hypothetical protein LOC80267


C21orf29
NM_144991
chromosome 21 open reading frame 29


C22orf8
NM_017911
hypothetical protein LOC55007


C3orf64
NM_173654
AER61 glycosyltransferase


C3orf9
NM_152305
hypothetical protein LOC56983


C6orf120
NM_001029863
hypothetical protein LOC387263


C6orf211
NM_024573
hypothetical protein LOC79624


C8orf36
NM_173685
hypothetical protein LOC286053


C9orf28
NM_033446
hypothetical protein LOC89853 isoform 1


C9orf7
NM_017586
hypothetical protein LOC11094


CALD1
NM_004342
Caldesmon 1 isoform 2


CAP1
NM_006367
adenylyl cyclase-associated protein


CASP3
NM_004346
caspase 3 preproprotein


CBL
NM_005188
Cas-Br-M (murine) ecotropic retroviral


CBX2
NM_005189
chromobox homolog 2 isoform 1


CCND1
NM_053056
cyclin D1


CCND2
NM_001759
cyclin D2


CCNJ
NM_019084
cyclin J


CCR7
NM_001838
Chemokine (C-C motif) receptor 7 precursor


CD164
NM_006016
CD164 antigen, sialomucin


CDC25A
NM_001789
cell division cycle 25A isoform a


CDC34
NM_004359
cell division cycle 34


CDV3
NM_017548
CDV3 homolog


CDYL
NM_004824
chromodomain protein, Y chromosome-like isoform


CEECAM1
NM_016174
cerebral endothelial cell adhesion molecule 1


CEP164
NM_014956
hypothetical protein LOC22897


CGNL1
NM_032866
cingulin-like 1


CHD7
NM_017780
chromodomain helicase DNA binding protein 7


CHD9
NM_025134
chromodomain helicase DNA binding protein 9


CHES1
NM_005197
checkpoint suppressor 1


CLASP2
NM_015097
CLIP-associating protein 2


CLDN12
NM_012129
claudin 12


COIL
NM_004645
Coilin


COL14A1
NM_021110
collagen, type XIV, alpha 1


COL15A1
NM_001855
alpha 1 type XV collagen precursor


COL19A1
NM_001858
alpha 1 type XIX collagen precursor


COL1A1
NM_000088
alpha 1 type I collagen preproprotein


COL1A2
NM_000089
alpha 2 type I collagen


COL24A1
NM_152890
collagen, type XXIV, alpha 1


COL3A1
NM_000090
procollagen, type III, alpha 1


COL4A1
NM_001845
alpha 1 type IV collagen preproprotein


COL4A5
NM_000495
alpha 5 type IV collagen isoform 1, precursor


COL5A2
NM_000393
alpha 2 type V collagen preproprotein


CPA4
NM_016352
carboxypeptidase A4 preproprotein


CPD
NM_001304
carboxypeptidase D precursor


CPEB2
NM_182485
cytoplasmic polyadenylation element binding


CPEB3
NM_014912
cytoplasmic polyadenylation element binding


CPEB4
NM_030627
cytoplasmic polyadenylation element binding


CPM
NM_001005502
carboxypeptidase M precursor


CPSF4
NM_006693
cleavage and polyadenylation specific factor 4,


CROP
NM_016424
cisplatin resistance-associated overexpressed


CRTAP
NM_006371
cartilage associated protein precursor


CTDSPL2
NM_016396
CTD (carboxy-terminal domain, RNA polymerase II,


CTNS
NM_004937
Cystinosis, nephropathic isoform 2


CTSC
NM_148170
cathepsin C isoform b precursor


CYP19A1
NM_000103
cytochrome P450, family 19


DCUN1D2
NM_001014283
hypothetical protein LOC55208 isoform b


DCUN1D3
NM_173475
hypothetical protein LOC123879


DCX
NM_000555
doublecortin isoform a


DDI2
NM_032341
DNA-damage inducible protein 2


DDX19A
NM_018332
DDX19-like protein


DDX19B
NM_001014449
DEAD (Asp-Glu-Ala-As) box polypeptide 19 isoform


DDX19-DDX19L
NM_001015047
DDX19-DDX19L protein


DHX57
NM_198963
DEAH (Asp-Glu-Ala-Asp/His) box polypeptide 57


DKFZp686K16132
NM_001012987
hypothetical protein LOC388957


DLC1
NM_006094
deleted in liver cancer 1 isoform 2


DLST
NM_001933
dihydrolipoamide S-succinyltransferase (E2


DMD
NM_000109
Dystrophin Dp427c isoform


DMP1
NM_004407
dentin matrix acidic phosphoprotein


DNAJC1
NM_022365
DnaJ (Hsp40) homolog, subfamily C, member 1


DOCK3
NM_004947
dedicator of cytokinesis 3


DPP3
NM_005700
dipeptidyl peptidase III


DSCAM
NM_206887
Down syndrome cell adhesion molecule isoform


DST
NM_015548
dystonin isoform 1eA precursor


DTX2
NM_020892
deltex 2


DUSP1
NM_004417
dual specificity phosphatase 1


DUSP16
NM_030640
dual specificity phosphatase 16


DUSP9
NM_001395
dual specificity phosphatase 9


DYRK1A
NM_001396
dual-specificity tyrosine-(Y)-phosphorylation


DZIP1
NM_014934
DAZ interacting protein 1 isoform 1


E2F5
NM_001951
E2F transcription factor 5


EFHD2
NM_024329
EF hand domain family, member D2


EIF2C4
NM_017629
Eukaryotic translation initiation factor 2C, 4


EIF4G2
NM_001418
Eukaryotic translation initiation factor 4


ELOVL4
NM_022726
Elongation of very long chain fatty acids


EPHA3
NM_005233
ephrin receptor EphA3 isoform a precursor


EPHA4
NM_004438
ephrin receptor EphA4


ERCC6
NM_000124
excision repair cross-complementing rodent


ERGIC1
NM_001031711
endoplasmic reticulum-golgi intermediate


FAM104A
NM_032837
hypothetical protein LOC84923


FAM84B
NM_174911
breast cancer membrane protein 101


FAM96A
NM_001014812
hypothetical protein FLJ22875 isoform b


FARP1
NM_005766
FERM, RhoGEF, and pleckstrin domain protein 1


FASLG
NM_000639
fas ligand


FBXL19
NM_019085
F-box and leucine-rich repeat protein 19


FGF11
NM_004112
fibroblast growth factor 11


FIGN
NM_018086
Fidgetin


FLJ20232
NM_019008
hypothetical protein LOC54471


FLJ20309
NM_017759
hypothetical protein LOC54891


FLJ21986
NM_024913
hypothetical protein LOC79974


FLJ25476
NM_152493
hypothetical protein LOC149076


FLJ31818
NM_152556
hypothetical protein LOC154743


FLJ36031
NM_175884
hypothetical protein LOC168455


FLJ36090
NM_153223
hypothetical protein LOC153241


FLJ39779
NM_207442
hypothetical protein LOC400223


FLJ90709
NM_173514
hypothetical protein LOC153129


FNDC3A
NM_014923
Fibronectin type III domain containing 3A


FNDC3B
NM_022763
Fibronectin type III domain containing 3B


FRAS1
NM_025074
Fraser syndrome 1 isoform 1


GAB2
NM_012296
GRB2-associated binding protein 2 isoform b


GABPA
NM_002040
GA binding protein transcription factor, alpha


GALE
NM_000403
UDP-galactose-4-epimerase


GALNT1
NM_020474
polypeptide N-acetylgalactosaminyltransferase 1


GALNTL2
NM_054110
UDP-N-acetyl-alpha-D-galactosamine:polypeptide


GAN
NM_022041
Gigaxonin


GAS7
NM_003644
growth arrest-specific 7 isoform a


GCNT4
NM_016591
core 2 beta-1,6-N-acetylglucosaminyltransferase


GDPD1
NM_182569
glycerophosphodiester phosphodiesterase domain


GGA3
NM_014001
ADP-ribosylation factor binding protein 3


GHR
NM_000163
growth hormone receptor precursor


GIPC1
NM_005716
regulator of G-protein signaling 19 interacting


GM632
NM_020713
hypothetical protein LOC57473


GNAL
NM_002071
guanine nucleotide binding protein (G protein),


GNG5
NM_005274
guanine nucleotide binding protein (G protein),


GNS
NM_002076
glucosamine (N-acetyl)-6-sulfatase precursor


GOLT1B
NM_016072
golgi transport 1 homolog B


GPATC3
NM_022078
G patch domain containing 3


GPR137
NM_020155
hypothetical protein LOC56834


GTF2I
NM_001518
general transcription factor II, i isoform 4


HAND1
NM_004821
basic helix-loop-helix transcription factor


HDHD1A
NM_012080
haloacid dehalogenase-like hydrolase domain


HDLBP
NM_005336
high density lipoprotein binding protein


HEAB
NM_006831
ATP/GTP-binding protein


HECTD2
NM_182765
HECT domain containing 2 isoform a


HIC2
NM_015094
hypermethylated in cancer 2


HK2
NM_000189
hexokinase 2


HMGA2
NM_001015886
high mobility group AT-hook 2 isoform c


HOMER2
NM_199331
homer 2 isoform 3


HOXA1
NM_153620
Homeobox A1 isoform b


HOXA9
NM_152739
Homeobox A9


HOXC11
NM_014212
Homeobox C11


HOXD1
NM_024501
Homeobox D1


HTR4
NM_000870
5-hydroxytryptamine (serotonin) receptor 4


IDH2
NM_002168
isocitrate dehydrogenase 2 (NADP+),


IGF2BP1
NM_006546
insulin-like growth factor 2 mRNA binding


IGF2BP2
NM_001007225
insulin-like growth factor 2 mRNA binding


IGF2BP3
NM_006547
insulin-like growth factor 2 mRNA binding


IKBKAP
NM_003640
inhibitor of kappa light polypeptide gene


IKBKE
NM_014002
IKK-related kinase epsilon


IL10
NM_000572
Interleukin 10 precursor


IL6
NM_000600
Interleukin 6 (interferon, beta 2)


INPP5A
NM_005539
inositol polyphosphate-5-phosphatase A


IRS2
NM_003749
insulin receptor substrate 2


ITGB3
NM_000212
integrin beta chain, beta 3 precursor


ITSN1
NM_001001132
Intersectin 1 isoform ITSN-s


JMJD1A
NM_018433
jumonji domain containing 1A


KIAA0179
NM_015056
hypothetical protein LOC23076


KIAA0664
NM_015229
hypothetical protein LOC23277


KIAA1539
NM_025182
hypothetical protein LOC80256


KIAA1961
NM_001008738
hypothetical protein LOC96459 isoform 2


KIF2
NM_004520
kinesin heavy chain member 2


KLF9
NM_001206
Kruppel-like factor 9


KLHL6
NM_130446
kelch-like 6


KPNA4
NM_002268
karyopherin alpha 4


LBH
NM_030915
hypothetical protein DKFZp566J091


LEPROTL1
NM_015344
leptin receptor overlapping transcript-like 1


LGR4
NM_018490
leucine-rich repeat-containing G protein-coupled


LIMD1
NM_014240
LIM domains containing 1


LIMD2
NM_030576
hypothetical protein LOC80774


LIN28B
NM_001004317
lin-28 homolog B


LNK
NM_005475
lymphocyte adaptor protein


LOC144097
NM_138471
hypothetical protein LOC144097


LOC220594
NM_145809
TL132 protein


LOC51136
NM_016125
PTD016 protein


LOXL4
NM_032211
lysyl oxidase-like 4 precursor


LPGAT1
NM_014873
lysophosphatidylglycerol acyltransferase 1


LRIG2
NM_014813
leucine-rich repeats and immunoglobulin-like


LRIG3
NM_153377
leucine-rich repeats and immunoglobulin-like


LRRC1
NM_018214
leucine rich repeat containing 1


LRRC17
NM_005824
leucine rich repeat containing 17 isoform 2


LRRFIP1
NM_004735
leucine rich repeat (in FLII) interacting


LSM11
NM_173491
LSM11, U7 small nuclear RNA associated


LYPLA3
NM_012320
lysophospholipase 3 (lysosomal phospholipase


MAP3K3
NM_002401
mitogen-activated protein kinase kinase kinase 3


MAP3K7IP2
NM_015093
mitogen-activated protein kinase kinase kinase 7


MAP4K3
NM_003618
mitogen-activated protein kinase kinase kinase


MAPK6
NM_002748
mitogen-activated protein kinase 6


MARCH9
NM_138396
Membrane-associated RING-CH protein IX


MDFI
NM_005586
MyoD family inhibitor


MECP2
NM_004992
methyl CpG binding protein 2


MED6
NM_005466
mediator of RNA polymerase II transcription,


MEF2D
NM_005920
MADS box transcription enhancer factor 2,


MEIS2
NM_002399
Homeobox protein Meis2 isoform f


MEIS3
NM_001009813
Meis1, myeloid ecotropic viral integration site


MGAT4A
NM_012214
Mannosyl (alpha-1,3-)-glycoprotein


MGC17330
NM_052880
HGFL protein


MGC61598
NM_001004354
hypothetical protein LOC441478


MGLL
NM_001003794
monoglyceride lipase isoform 2


MIB1
NM_020774
Mindbomb homolog 1


MLL5
NM_182931
myeloid/lymphoid or mixed-lineage leukemia 5


MLLT10
NM_001009569
myeloid/lymphoid or mixed-lineage leukemia


MLR1
NM_153686
transcription factor MLR1


MLR2
NM_032440
ligand-dependent corepressor


MMP11
NM_005940
matrix metalloproteinase 11 preproprotein


MNT
NM_020310
MAX binding protein


MTPN
NM_145808
Myotrophin


MYCL1
NM_001033081
l-myc-1 proto-oncogene isoform 1


MYCN
NM_005378
v-myc myelocytomatosis viral related oncogene,


MYRIP
NM_015460
myosin VIIA and Rab interacting protein


NAB1
NM_005966
NGFI-A binding protein 1


NAP1L1
NM_004537
nucleosome assembly protein 1-like 1


NAT12
NM_001011713
hypothetical protein LOC122830


NAT5
NM_181528
N-acetyltransferase 5 isoform c


NCOA1
NM_003743
nuclear receptor coactivator 1 isoform 1


NCOA3
NM_006534
nuclear receptor coactivator 3 isoform b


NDST2
NM_003635
N-deacetylase/N-sulfotransferase (heparan


NID2
NM_007361
nidogen 2


NKIRAS2
NM_001001349
NFKB inhibitor interacting Ras-like 2


NME4
NM_005009
Nucleoside-diphosphate kinase 4


NME6
NM_005793
Nucleoside diphosphate kinase type 6


NOPE
NM_020962
DDM36


NOVA1
NM_002515
neuro-oncological ventral antigen 1 isoform 1


NRAS
NM_002524
neuroblastoma RAS viral (v-ras) oncogene


NRK
NM_198465
Nik related kinase


NUMBL
NM_004756
numb homolog (Drosophila)-like


NUP98
NM_005387
nucleoporin 98 kD isoform 3


NXT2
NM_018698
nuclear transport factor 2-like export factor 2


OLR1
NM_002543
oxidised low density lipoprotein (lectin-like)


OSBPL3
NM_015550
oxysterol-binding protein-like protein 3 isoform


OSMR
NM_003999
Oncostatin M receptor


P18SRP
NM_173829
P18SRP protein


P4HA2
NM_001017973
prolyl 4-hydroxylase, alpha II subunit isoform 2


PAK1
NM_002576
p21-activated kinase 1


PANX2
NM_052839
pannexin 2


PAPPA
NM_002581
Pregnancy-associated plasma protein A


PAX3
NM_181457
paired box gene 3 isoform PAX3


PBX2
NM_002586
pre-B-cell leukemia transcription factor 2


PBX3
NM_006195
pre-B-cell leukemia transcription factor 3


PCDH19
NM_020766
protocadherin 19


PCGF3
NM_006315
ring finger protein 3


PCYT1B
NM_004845
Phosphate cytidylyltransferase 1, choline, beta


PGM2L1
NM_173582
phosphoglucomutase 2-like 1


PGRMC1
NM_006667
progesterone receptor membrane component 1


PHF8
NM_015107
PHD finger protein 8


PIGA
NM_002641
phosphatidylinositol


PLCXD3
NM_001005473
phosphatidylinositol-specific phospholipase C, X


PLDN
NM_012388
Pallidin


PLEKHG6
NM_018173
pleckstrin homology domain containing, family G


PLEKHO1
NM_016274
OC120


PLXND1
NM_015103
plexin D1


POM121
NM_172020
nuclear pore membrane protein 121


PPAPDC2
NM_203453
phosphatidic acid phosphatase type 2 domain


PPARGC1A
NM_013261
peroxisome proliferative activated receptor


PPP1R12B
NM_002481
protein phosphatase 1, regulatory (inhibitor)


PPP1R15B
NM_032833
protein phosphatase 1, regulatory subunit 15B


PPP1R16B
NM_015568
protein phosphatase 1 regulatory inhibitor


PPP3CA
NM_000944
protein phosphatase 3 (formerly 2B), catalytic


PRDM2
NM_001007257
retinoblastoma protein-binding zinc finger


PREI3
NM_015387
preimplantation protein 3 isoform 1


PRPF38B
NM_018061
PRP38 pre-mRNA processing factor 38 (yeast)


PSCD3
NM_004227
Pleckstrin homology, Sec7 and coiled/coil


PSD3
NM_015310
ADP-ribosylation factor guanine nucleotide


PYGO2
NM_138300
pygopus homolog 2


PYY2
NM_021093
peptide YY, 2 (seminalplasmin)


RAB11FIP4
NM_032932
RAB11 family interacting protein 4 (class II)


RAB15
NM_198686
Ras-related protein Rab-15


RAB40C
NM_021168
RAR (RAS like GTPASE) like


RAI16
NM_022749
retinoic acid induced 16


RALB
NM_002881
v-ral simian leukemia viral oncogene homolog B


RALGPS1
NM_014636
Ral GEF with PH domain and SH3 binding motif 1


RANBP2
NM_006267
RAN binding protein 2


RASL10B
NM_033315
RAS-like, family 10, member B


RAVER2
NM_018211
ribonucleoprotein, PTB-binding 2


RB1
NM_000321
retinoblastoma 1


RBM9
NM_001031695
RNA binding motif protein 9 isoform 1


RDH10
NM_172037
retinol dehydrogenase 10


REEP1
NM_022912
receptor expression enhancing protein 1


RFXDC1
NM_173560
Regulatory factor X domain containing 1


RGAG1
NM_020769
retrotransposon gag domain containing 1


RGS16
NM_002928
regulator of G-protein signalling 16


RICTOR
NM_152756
Rapamycin-insensitive companion of mTOR


RIOK3
NM_003831
sudD suppressor of bimD6 homolog isoform 1


RNF38
NM_022781
ring finger protein 38 isoform 1


RNF44
NM_014901
ring finger protein 44


RNF5
NM_006913
ring finger protein 5


RNF7
NM_014245
ring finger protein 7 isoform 1


RNPC1
NM_017495
RNA-binding region containing protein 1 isoform


RORC
NM_001001523
RAR-related orphan receptor C isoform b


RPS6KA3
NM_004586
ribosomal protein S6 kinase, 90 kDa, polypeptide


RRM2
NM_001034
ribonucleotide reductase M2 polypeptide


RRP22
NM_001007279
RAS-related on chromosome 22 isoform b


RSPO2
NM_178565
R-spondin family, member 2


RUFY3
NM_014961
rap2 interacting protein x isoform 2


SBK1
NM_001024401
SH3-binding domain kinase 1


SCN5A
NM_000335
voltage-gated sodium channel type V alpha


SCUBE3
NM_152753
signal peptide, CUB domain, EGF-like 3


SEC14L1
NM_003003
SEC14 (S. cerevisiae)-like 1 isoform a


SEC24C
NM_004922
SEC24-related protein C


SEMA3F
NM_004186
semaphorin 3F


SENP2
NM_021627
SUMO1/sentrin/SMT3 specific protease 2


SENP5
NM_152699
SUMO1/sentrin specific protease 5


SFRS12
NM_139168
splicing factor, arginine/serine-rich 12


SFRS8
NM_152235
splicing factor, arginine/serine-rich 8 isoform


SGCD
NM_000337
delta-sarcoglycan isoform 1


SLC20A1
NM_005415
solute carrier family 20 (phosphate


SLC25A18
NM_031481
solute carrier


SLC25A24
NM_013386
solute carrier family 25 member 24 isoform 1


SLC25A27
NM_004277
solute carrier family 25, member 27


SLC25A4
NM_001151
solute carrier family 25 (mitochondrial carrier;


SLC26A9
NM_052934
solute carrier family 26, member 9 isoform a


SLC30A4
NM_013309
solute carrier family 30 (zinc transporter),


SLC5A6
NM_021095
solute carrier family 5 (sodium-dependent


SLC6A1
NM_003042
solute carrier family 6 (neurotransmitter


SLC9A9
NM_173653
solute carrier family 9 (sodium/hydrogen


SLCO5A1
NM_030958
organic anion transporter polypeptide-related


SMARCAD1
NM_020159
SWI/SNF-related, matrix-associated


SNAP23
NM_003825
synaptosomal-associated protein 23 isoform


SNN
NM_003498
Stannin


SNX16
NM_022133
sorting nexin 16 isoform a


SOCS1
NM_003745
Suppressor of cytokine signaling 1


SOCS4
NM_080867
Suppressor of cytokine signaling 4


SOX13
NM_005686
SRY-box 13


SPATA2
NM_006038
spermatogenesis associated 2


SPRYD4
NM_207344
hypothetical protein LOC283377


STARD3NL
NM_032016
MLN64 N-terminal homolog


STAT3
NM_213662
signal transducer and activator of transcription


STK40
NM_032017
SINK-homologous serine/threonine kinase


STRBP
NM_018387
Spermatid perinuclear RNA-binding protein


STX17
NM_017919
syntaxin 17


STX3A
NM_004177
syntaxin 3A


STXBP5
NM_139244
Tomosyn


SURF4
NM_033161
surfeit 4


SYT1
NM_005639
synaptotagmin I


SYT11
NM_152280
synaptotagmin 12


TARBP2
NM_134324
TAR RNA binding protein 2 isoform b


TBKBP1
NM_014726
ProSAPiP2 protein


TBX5
NM_000192
T-box 5 isoform 1


TMED5
NM_016040
transmembrane emp24 protein transport domain


TMEM65
NM_194291
hypothetical protein LOC157378


TMPRSS2
NM_005656
transmembrane protease, serine 2


TNFRSF1B
NM_001066
tumor necrosis factor receptor 2 precursor


TOB2
NM_016272
Transducer of ERBB2, 2


TPP1
NM_000391
Tripeptidyl-peptidase I precursor


TRHDE
NM_013381
thyrotropin-releasing hormone degrading enzyme


TRIB1
NM_025195
G-protein-coupled receptor induced protein


TRIB2
NM_021643
tribbles homolog 2


TRIM33
NM_015906
tripartite motif-containing 33 protein isoform


TRIM41
NM_033549
tripartite motif-containing 41 isform 1


TRPM6
NM_017662
transient receptor potential cation channel,


TSC22D2
NM_014779
TSC22 domain family 2


TTL
NM_153712
tubulin tyrosine ligase


TTLL4
NM_014640
tubulin tyrosine ligase-like family, member 4


TUSC2
NM_007275
tumor suppressor candidate 2


UBXD2
NM_014607
UBX domain containing 2


UGCGL1
NM_001025777
UDP-glucose ceramide glucosyltransferase-like 1


UHRF2
NM_152896
Np95-like ring finger protein isoform b


ULK2
NM_014683
unc-51-like kinase 2


UNC5A
NM_133369
netrin receptor Unc5h1


USP21
NM_001014443
ubiquitin-specific protease 21


USP32
NM_032582
ubiquitin specific protease 32


USP47
NM_017944
ubiquitin specific protease 47


VANGL2
NM_020335
vang-like 2 (van gogh, Drosophila)


VCPIP1
NM_025054
valosin containing protein (p97)/p47 complex


VSNL1
NM_003385
visinin-like 1


WAPAL
NM_015045
KIAA0261


WDFY3
NM_014991
WD repeat and FYVE domain containing 3 isoform


WNT1
NM_005430
wingless-type MMTV integration site family,


XKR8
NM_018053
X Kell blood group precursor-related family,


YOD1
NM_018566
hypothetical protein LOC55432


ZBTB10
NM_023929
zinc finger and BTB domain containing 10


ZBTB39
NM_014830
zinc finger and BTB domain containing 39


ZBTB5
NM_014872
zinc finger and BTB domain containing 5


ZCCHC5
NM_152694
zinc finger, CCHC domain containing 5


ZFYVE26
NM_015346
zinc finger, FYVE domain containing 26


ZMAT1
NM_001011656
zinc finger, matrin type 1 isoform 2


ZNF294
NM_015565
zinc finger protein 294


ZNF644
NM_016620
zinc finger protein 644 isoform 2


ZNF710
NM_198526
zinc finger protein 710


ZNF740
NM_001004304
zinc finger protein 740


ZSWIM4
NM_023072
zinc finger, SWIM domain containing 4









The predicted gene targets that exhibited altered mRNA expression levels in HepG2 and A549 cells, following transfection with pre-miR hsa-let-7b, are shown in Table 5 below.









TABLE 5







Hsa-let-7 targets that exhibited altered mRNA expression levels in HepG2 and A549


cells 72 hrs after transfection with pre-miR hsa-let-7b.









Gene Symbol
RefSeq
Gene Name










Expression Altered in HepG2 & A549









2′-PDE
NM_177966
2′-phosphodiesterase


ACVR1B
NM_004302
activin A type IB receptor isoform a precursor


C6orf211
NM_024573
hypothetical protein LOC79624


CDC25A
NM_001789
cell division cycle 25A isoform a


CDC34
NM_004359
cell division cycle 34


CHD7
NM_017780
chromodomain helicase DNA binding protein 7


COL4A5
NM_000495
alpha 5 type IV collagen isoform 1, precursor


E2F5
NM_001951
E2F transcription factor 5


FIGN
NM_018086
Fidgetin


GALE
NM_000403
UDP-galactose-4-epimerase


GNG5
NM_005274
guanine nucleotide binding protein (G protein),


HDHD1A
NM_012080
haloacid dehalogenase-like hydrolase domain


HMGA2
NM_001015886
high mobility group AT-hook 2 isoform c


KIAA0179
NM_015056
hypothetical protein LOC23076


LEPROTL1
NM_015344
leptin receptor overlapping transcript-like 1


LIN28B
NM_001004317
Lin-28 homolog B


MED6
NM_005466
mediator of RNA polymerase II transcription,


NAP1L1
NM_004537
nucleosome assembly protein 1-like 1


NME6
NM_005793
nucleoside diphosphate kinase type 6


NRAS
NM_002524
neuroblastoma RAS viral (v-ras) oncogene


NUP98
NM_005387
nucleoporin 98 kD isoform 3


PGRMC1
NM_006667
progesterone receptor membrane component 1


PIGA
NM_002641
phosphatidylinositol


SLC25A24
NM_013386
solute carrier family 25 member 24 isoform 1


SLC5A6
NM_021095
solute carrier family 5 (sodium-dependent


SNAP23
NM_003825
synaptosomal-associated protein 23 isoform







Expression Altered in HepG2 Only









ARID3A
NM_005224
AT rich interactive domain 3A (BRIGHT-like)


ARL5A
NM_012097
ADP-ribosylation factor-like 5A isoform 1


C10orf6
NM_018121
hypothetical protein LOC55719


CCNJ
NM_019084
cyclin J


COIL
NM_004645
coilin


CPEB2
NM_182485
cytoplasmic polyadenylation element binding


CTDSPL2
NM_016396
CTD (carboxy-terminal domain, RNA polymerase II,


CTSC
NM_148170
cathepsin C isoform b precursor


DDX19A
NM_018332
DDX19-like protein


DLC1
NM_006094
deleted in liver cancer 1 isoform 2


DMD
NM_000109
dystrophin Dp427c isoform


DST
NM_015548
dystonin isoform 1eA precursor


DUSP9
NM_001395
dual specificity phosphatase 9


DZIP1
NM_014934
DAZ interacting protein 1 isoform 1


EIF2C4
NM_017629
eukaryotic translation initiation factor 2C, 4


FLJ21986
NM_024913
hypothetical protein LOC79974


GNS
NM_002076
glucosamine (N-acetyl)-6-sulfatase precursor


HEAB
NM_006831
ATP/GTP-binding protein


HIC2
NM_015094
hypermethylated in cancer 2


IGF2BP1
NM_006546
insulin-like growth factor 2 mRNA binding


LRIG3
NM_153377
leucine-rich repeats and immunoglobulin-like


LSM11
NM_173491
LSM11, U7 small nuclear RNA associated


MAPK6
NM_002748
mitogen-activated protein kinase 6


MGAT4A
NM_012214
mannosyl (alpha-1,3-)-glycoprotein


NAB1
NM_005966
NGFI-A binding protein 1


PCYT1B
NM_004845
phosphate cytidylyltransferase 1, choline, beta


RAB11FIP4
NM_032932
RAB11 family interacting protein 4 (class II)


RPS6KA3
NM_004586
ribosomal protein S6 kinase, 90 kDa, polypeptide


RRM2
NM_001034
ribonucleotide reductase M2 polypeptide


SLC20A1
NM_005415
solute carrier family 20 (phosphate


SOCS1
NM_003745
suppressor of cytokine signaling 1


STK40
NM_032017
SINK-homologous serine/threonine kinase


STX3A
NM_004177
syntaxin 3A


TRIB2
NM_021643
tribbles homolog 2


TTLL4
NM_014640
tubulin tyrosine ligase-like family, member 4


TUSC2
NM_007275
tumor suppressor candidate 2


YOD1
NM_018566
hypothetical protein LOC55432







Expression Altered in A549 Only









AP1S1
NM_057089
adaptor-related protein complex 1, sigma 1


ATP2B4
NM_001001396
plasma membrane calcium ATPase 4 isoform 4a


C6orf120
NM_001029863
hypothetical protein LOC387263


CD164
NM_006016
CD164 antigen, sialomucin


DUSP16
NM_030640
dual specificity phosphatase 16


FAM96A
NM_001014812
hypothetical protein FLJ22875 isoform b


FLJ36031
NM_175884
hypothetical protein LOC168455


FLJ90709
NM_173514
hypothetical protein LOC153129


GOLT1B
NM_016072
golgi transport 1 homolog B


GTF2I
NM_001518
general transcription factor II, i isoform 4


HOXA1
NM_153620
homeobox A1 isoform b


LGR4
NM_018490
leucine-rich repeat-containing G protein-coupled


LPGAT1
NM_014873
lysophosphatidylglycerol acyltransferase 1


MTPN
NM_145808
myotrophin


NME4
NM_005009
nucleoside-diphosphate kinase 4


P18SRP
NM_173829
P18SRP protein


PGM2L1
NM_173582
phosphoglucomutase 2-like 1


STARD3NL
NM_032016
MLN64 N-terminal homolog


TMED5
NM_016040
transmembrane emp24 protein transport domain


ZNF294
NM_015565
zinc finger protein 294









The data indicate that these predicted targets of hsa-let-7 exhibit altered mRNA expression within 72 hours of hsa-let-7b transfection into A549 or HepG2 cells. Under these experimental conditions, 26 predicted gene targets had altered mRNA levels in both cell types, 37 additional predicted gene targets had altered mRNA levels in HepG2 cells only, and twenty additional gene targets had altered mRNA levels in A549 cells only.


Example 4
Functional Identification of Genes Mis-Regulated by Let-7 in A549 and HepG2 Cells

Over-expression of hsa-let-7 in A549 and HepG2 cells results in the mis-regulation of numerous genes associated with cell division, cell proliferation, and the cell cycle. A list of those genes, their gene products, and associated protein functions are shown in Table 6.









TABLE 6







Cell cycle, cell division, cell proliferation, and DNA synthesis/replication genes, gene


products, and gene functions that respond to excess hsa-let-7.









Gene
Product
Function










Gene expression reduced in HepG2 & A549









CCNA2
cyclin A2
Binds CDK2 and CDC2 to promote cell cycle G1/S and G2/M phase




transition; aberrantly expressed in acute myeloid and promyelocytic




leukemias


CDC25A
Cell division
binds cyclins and regulates G1-S phase transition, over expressed in many



cycle 25A, a
cancers



protein tyrosine-



threonine



phosphatase


CDC34
cell division
modifies CDKN1B increases the ubiquitination and degradation of



defective 34
CDKN1B


ASK/DBF4
activator of S-
Binds to and activates kinase activity of CDC7, required for the initiation of



phase kinase
DNA replication at the G1 to S transition


AURKA/STK6
Aurora A and
maximally expressed during G2/M phases and may function in cytokinesis,


AURKB/STK12
Aurora B kinases
up regulation in multiple neoplasms


E2F5
E2F
oncogenic in primary rodent cells and is amplified in human breast tumors



transcription



factor 5


CDK8
cyclin-dependent
forms a complex with cyclin C that phosphorylates cyclin H (CCNH), plays



kinase 8
a role in the regulation of transcription and as component of the RNA




polymerase II holoenzyme


PLAGL1 &
pleomorphic
transcription activators, regulate cell proliferation


PLAGL2
adenoma gene-



like transcription



factors


LIN28
homologue of
Putative RNA binding protein



heterochronic



LIN-28


DICER1
RNaseIII
RNase processes pre-miRNAs and dsRNA


GMNN
Geminin
Geminin, regulates DNA replication and proliferation, binds to the licensing




factor CDT1 and negatively regulates its ubiquitination, up regulated in




breast, colon, rectal, and biliary tract neoplasms


CHEK1
checkpoint
required for mitotic G2 checkpoint in response to radiation-induced DNA



homolog 1
damage, associated with lung cancer



Kinase


NRAS
Ras GTPase
signaling molecule, mutated in multiple tumors







Gene expression reduced in HepG2 only









CDC2
cell division
binds B-type cyclins, regulates G2 to M phase transition, promotes cell



cycle 2, a cyclin-
proliferation



dependent kinase


CCNB1
cyclin B1
regulatory subunit of the CCNB1-CDC2 maturation-promoting factor




complex that mediates G2-M phase transition, up-regulated in various




cancers


CCNE2
cyclin E2
G1-specific cyclin-dependent kinase regulatory subunit that interacts with




CDK2 and CDK3, over-expressed in transformed cells and up regulated in




breast and lung cancer


CCNF
cyclin F
a member of the cyclin family of CDK kinase regulatory subunits, forms a




complex with cyclin B1 (CCNB1) and CDC2


CCNJ
cyclin J
Protein containing cyclin C-terminal and N-terminal domains, has a region




of low similarity to a region of cyclin A2 (human CCNA2)


SKP2
S-phase kinase-
a component of a ubiquitin E3 ligase complex, mediates cell cycle



associated
regulatory protein degradation, promotes cell proliferation and invasion,



protein 2
inhibits cell adhesion and apoptosis; over-expressed in many cancers


CKS1B
CDC28 protein
Binds SKP2 and targets it to its substrates, required for ubiquitination of p21



kinase regulatory
Cip1 (CDKN1A) and p27 Kip1 (CDKN1B), highly expressed in non-small



subunit 1B
cell lung, gastric, and colon carcinoma


CDC20
cell division
activates the mitotically phosphorylated form of the anaphase promoting



cycle 20
complex as well as the mitotic spindle checkpoint, over-expressed in gastric




cancer


CDCA1
cell division
mediates stable attachment of microtubules to the kinetochore during mitosis



cycle associated 1
and play a role in the spindle checkpoint


CDAC2
cell division
Novel protein



cycle associated 2


CDAC3/
cell division
a cytosolic protein that is degraded during G1 phase and whose gene


TOME1
cycle associated
promoter activity is stimulated at the G2/M phase



3/trigger of



mitotic entry 1


CDCA5
cell division
Novel protein



cycle associated 5


CDAC7
cell division
a nuclear protein expressed highly in thymus and small intestine, has a role



cycle associated 7
in anchorage-dependent growth, up regulated in Burkitt lymphoma cell




lines; corresponding gene may be a MYC target


CDCA8
cell division
a chromosomal passenger complex component, may target survivin (BIRC5)



cycle associated
and INCENIP to centromere, required for kinetochore function, mitotic



8 (borealin)
spindle stability, and metaphase chromosome alignment during mitosis


RRM1 &
ribonucleotide
DNA synthesis


RRM2
reductase M1



and M2



polypeptides


CDC6
encoding cell
DNA replication, up regulated in cervical intraepithelial neoplasia and



division cycle 6
cervical cancer



homologue


CDC45L
cell division
associates with ORC2L, MCM7, and POLA2, predicted to be involved in



cycle 45 like
the initiation of DNA replication


CDT1
chromatin
ensures replication occurs once per cell cycle, up regulated in non small cell



licensing factor
lung carcinomas


ORC1L &
origin
DNA replication


ORC6L
recognition



complex proteins


MCM2/3/4/5
mini
DNA replication, up-regulated in multiple cancers


MCM6/7/8/10
chromosome



maintenance



deficient



complex


RFC2/3/4/5
replication factor
DNA replication



C complex


E2F6 &
E2F
Regulators of cell cycle


E2F8
transcription



factors


BUB1 &
Budding
acts in spindle assembly checkpoint and chromosome congression, may


BUB1B
uninhibited by
regulate vesicular traffic; mutations are associated with lung cancer, T cell



benzimidazoles
leukemia and colorectal cancer cell chromosomal instability; a protein



1 homologs
kinase of the mitotic spindle checkpoint, inhibits anaphase-promoting




complex activation, marker for colorectal cancer; mutation causes mosaic




variegated aneuploidy with tumors


MAD2L1
MAD2 mitotic
component with BUB1B



arrest deficient-



like 1


CDC23
cell division
a putative component of the anaphase promoting complex (APC) which



cycle 23
promotes the metaphase to anaphase transition, considered a tumor antigen




in ovarian carcinoma; mutation in corresponding gene is associated with




colon cancer


FANCD2
Fanconi anemia
involved in DNA damage response



complementation



group D2


BRCA1 &
Breast Cancer
tumor suppressors; mutations are linked to breast and ovarian cancer


BRCA2
Susceptibility



loci







Gene expression increased in HepG2 & A549









CCNG2
cyclin G2
Down-regulated in thyroid papillary carcinoma


RRM2B
ribonucleotide
DNA Synthesis, up regulated by p53



reductase M2B







Gene expression increased in HepG2 only









CDKN2B
cyclin-dependent
interacts with the D type cyclin dependent kinases CDK4 and CDK6,



kinase inhibitor
inhibits cell proliferation; gene deletion and promoter hypermethylation are



2B
associated with many different neoplasms


MXI1
MAX-interacting
transcription regulator, antagonizes MYC, tumor suppressor in prostatic



protein 1
neoplasms









These data indicate that hsa-let-7 is a key regulator of cell cycle progression. Many of the hsa-let-7-responsive genes are known oncogenes or are over-expressed in tumors. It is likely that in cancer cells with hsa-let-7 deletions or with reduced hsa-let-7 expression, many of these genes would be up-regulated, which would likely stimulate cell cycle and DNA synthesis and hence, cell division.


While the vast majority of altered cell cycle genes exhibited reduced expression following hsa-let-7 application, a few cell cycle genes were up-regulated under the same conditions, indicating a 2° or 3° effect of hsa-let-7 application. These genes (Table 6) included those encoding CDK inhibitor 2B (CDKN2B), the MAX-interacting protein 1 (MXI1)—a transcription regulator that antagonizes MYC, and cyclin G2 (CCNG2), which is down-regulated in thyroid papillary carcinoma (Ito et al., 2003), showing that in tumor cells it has the propensity to act as a tumor antagonist. In let-7-deficient tumor cells, these three genes would likely be down-regulated, which would most likely disable their tumor-suppressing functions.


Hsa-let-7 addition repressed expression of a number of known and putative tumor suppressor genes (Table 6) such as BRCA1, BRCA2, FANCD2, PLAGL1, E2F6, E2F8, and the cell cycle checkpoint genes CHEK1, BUB1, BUB1B, MAD2L1 and CDC23.


Example 5
Identification of Genes Directly Targeted by hsa-let-7

Genes directly targeted by hsa-let-7 may exhibit modified expression prior to 72 hours following hsa-let-7 administration to cells. Therefore, the inventors analyzed gene expression in HepG2 cells harvested at 4, 8, 16, 24, 36, 48, 72, and 128 hours after hsa-let-7 transfection as described in Example 1. Affymetrix U133 plus 2 GeneChips were used in the time course study and processed using Affymetrix MAS 5.0 algorithm as the scaling (value set to 500) and summarization method (Affymetrix Statistical Algorithms Description Document Part Number 701137 Rev 3). Because the time course study was un-replicated, the Wilcoxon Signed Rank test (Wilcoxon, 1945) as implemented in the Affymetrix GCOS1.4 software, was utilized to determine those genes that were differentially expressed relative to time zero. Those genes that were calculated to be absent in 100% of time points were discarded.


Within 36 hours of hsa-let-7 transfection, 167 genes were down-regulated and were designated early-repressed genes (Table 7). The early-repressed genes include many of the same cell cycle genes listed in Table 6 above (e.g., CCNA2, CDC25A, CDK8, SKP2, AURKA/STK6) as well as additional genes (e.g., CDC16, CDK6) whose expression levels were repressed early but returned to normal levels by 72 hours. Of the 167 early-repressed genes, 125 genes first appeared down-regulated at or before 16 hours, 32 genes first appeared down-regulated between 16 and 24 hours, and 10 first appeared down-regulated between 24 and 36 hours. Several transcription factors besides E2F6, including ID2, CBFB, ZNF336, SMAD4, SOX9, NR1H4, ARID3A, PLAGL2, YAP1 and GTF2I, were among the early repressed genes. It is likely that these genes propagate the let-7 effect to their downstream targets. For example, multiple members of the MCM and RFC DNA synthesis complexes were repressed only at later time points and could be targets of these transcription factors.









TABLE 7







Early-repressed genes following transfection of


HepG2 cells with hsa-let-7b.








Gene Symbol
RefSeq Transcript ID










Genes repressed by 16 hours








SEPTIN
NM_018243


ACTB
NM_001101


AGPS
NM_003659


AHCYL1
NM_006621 /// NM_014121


AK3
NM_001005353 /// NM_013410 /// NM_203464


ALDH5A1
NM_001080 /// NM_170740


ANLN
NM_018685


ANP32E
NM_030920


ARHGAP18
NM_033515


ARS2
NM_015908 /// NM_182800


BRP44L
NM_016098


C20orf36
NM_018257


C20orf59
NM_022082


C3
NM_000064


C6orf96
NM_017909


C9orf64
NM_032307


CANX
NM_001746


CAT
NM_001752


CBFB
NM_001755 /// NM_022845


CDC16
NM_003903


CDK6
NM_001259


CDW92
NM_022109 /// NM_080546


CGI-48
NM_016001


CHP
NM_007236


CKAP4
NM_006825


CTSC
NM_001814 /// NM_148170


CTSH
NM_004390 /// NM_148979


CYP51A1
NM_000786


DENR
NM_003677


DKFZP586L0724
NM_015462


DLC1
NM_006094 /// NM_024767 /// NM_182643


DNCLI2
NM_006141


DSCR1
NM_004414 /// NM_203417 /// NM_203418


EIF5
NM_001969 /// NM_183004


ELOVL1
NM_016031 /// NM_022821


FARP1
NM_001001715 /// NM_005766


FBXO2
NM_012168


FLJ10826
NM_018233


FLJ21924
NM_024774


G3BP
NM_005754 /// NM_198395


GIPC2
NM_017655


GLUD1
NM_005271


GORASP2
NM_015530


GRLF1
NM_004491 /// NM_024342


GRSF1
NM_002092


GTF2I /// GTF2IP1
NM_001518 /// NM_032999 /// NM_033000 ///



NM_033001 /// NM_033003 /// XR_000285


HERPUD1
NM_014685


HMGCS1
NM_002130


HP
NM_005143


HRB
NM_004504


ID2
NM_002166


IF
NM_000204


IFNGR1
NM_000416


ITGA6
NM_000210


ITGB1
NM_002211 /// NM_033666 /// NM_033667 ///



NM_033668 /// NM_033669 /// NM_133376


KBTBD6
NM_152903


KIAA0650



LAMP2
NM_002294 /// NM_013995


LIPA
NM_000235


LOC145786



LOC163590
NM_145034


LYAR
NM_017816


LYRIC
NM_178812


MAP3K7IP2
NM_015093 /// NM_145342


MAPRE1
NM_012325


MAT2A
NM_005911


MCCC2
NM_022132


ME2
NM_002396


MGC15396
NM_052855


MGC15397
NM_080652


MGC17943
NM_152261


MGC33302
NM_152778


MINA
NM_032778 /// NM_153182


MLLT4
NM_005936


NDFIP1
NM_030571


NFIL3
NM_005384


NR1H4
NM_005123


NUDT4
NM_019094 /// NM_199040


NXT2
NM_018698


OBRGRP
NM_017526


OK/SW-cl.56
NM_178014


(TUBB)


PAPOLA
NM_032632


PCYOX1
NM_016297


PGM2
NM_018290


PIGW
NM_178517


PLOD2
NM_000935 /// NM_182943


PNN
NM_002687


PPAP2B
NM_003713 /// NM_177414


PPIF
NM_005729


PPP2R5E
NM_006246


PPP4R1
NM_005134


PRPF4
NM_004697


PS1TP4



QKI
NM_006775 /// NM_206853 /// NM_206854 ///



NM_206855


RAB10
NM_016131


RAB14
NM_016322


RNP24
NM_006815


RRBP1
NM_004587


RRM2
NM_001034


SARA1
NM_020150


SARA2
NM_016103


SC4MOL
NM_006745


SDC2
NM_002998


SERP1
NM_014445


SLC35F5
NM_025181


SMAD4
NM_005359


SNRPB2
NM_003092 /// NM_198220


SNX5
NM_014426 /// NM_152227


SNX6
NM_021249 /// NM_152233


SOX9
NM_000346


SPR
NM_003124


SRP68
NM_014230


SRP72
NM_006947


SRPRB
NM_021203


SSR1
NM_003144


STK6
NM_003158 /// NM_003600 /// NM_198433 ///



NM_198434 /// NM_198435 /// NM_198436


SYNCRIP
NM_006372


TIA1
NM_022037 /// NM_022173


TLOC1
NM_003262


TOMM70A
NM_014820


USP14
NM_005151


VAMP3
NM_004781


XPOT
NM_007235


YAP1
NM_006106


ZNF336
NM_022482







Genes repressed by 24 hours








2′-PDE
NM_177966


ARID3A
NM_005224


C13orf23
NM_025138 /// NM_170719


C14orf46



C9orf41
NM_152420


CDC25A
NM_001789 /// NM_201567


CDCA7
NM_031942 /// NM_145810


CEBPA
NM_004364


CPN2



CSNK2A1
NM_001895 /// NM_177559 /// NM_177560


DGAT1
NM_012079


DMD
NM_000109 /// NM_004006 /// NM_004007 ///



NM_004009 /// NM_004010 /// NM_004011


DZIP1
NM_014934 /// NM_198968


ERO1L
NM_014584


FLJ21986
NM_024913


IL6R
NM_000565 /// NM_181359


KLHL14



LOC163782
NM_181712


LOC201194



MAL2
NM_052886


MGC12916



MGC14289
NM_080660


MOV10
NM_020963


MSH6
NM_000179


PAH
NM_000277


PLAGL2
NM_002657


RAMP
NM_016448


SGKL
NM_013257 /// NM_170709


SKP2
NM_005983 /// NM_032637


SLC13A5
NM_177550


SLC5A9



SLCO4C1
NM_018515 /// NM_180991







Genes repressed by 36 hours








AGXT2L1
NM_031279


CCNA2
NM_001237


E2F6
NM_001952 /// NM_198256 /// NM_198257 ///



NM_198258 /// NM_198325 /// NM_212540


GPX7
NM_015696


GSTA1
NM_145740


MCAM
NM_006500


NAP1L1
NM_004537 /// NM_022348 /// NM_139207


OPRS1
NM_005866 /// NM_147157 /// NM_147158 ///



NM_147159 /// NM_147160


Pfs2
NM_016095


SLC30A10
NM_001004433 /// NM_018713









Example 6
Identification of hsa-let-7 Early Repressed Genes with let-7 Complementary Sites

The 3′ untranslated regions (3′ UTRs) of let-7 early repressed genes and of genes repressed after 36 hours were examined for the presence of sequences that displayed features of let-7 complementary sites (LCS) in validated let-7 target genes (Johnson et al., 2005; Reinhart et al., 2000; Grosshans et al., 2005; Lin et al., 2003; Slack et al., 2000; Vella et al., 2004a; Vella et 2004b). Results are shown in Table 8 below.









TABLE 8







Hsa-let-7 repressed genes with let-7 complementary sites (LCSs)









# of let-7 LCSs














Genes repressed by 16 hours




CDK6
10



SSR1
3



RRM2
3



DLC1
3



YAP1
3



SOX9
3



STK6
3



NXT2
3



ZNF336
3



CBFB
2



DSCR1
2



FARP1
2



MAP3K7IP2
1



GTF2I /// GTF2IP1
1



Genes repressed by 24 hours



PLAGL2
9



2′-PDE
5



CDC25A
4



DZIP1
4



CDCA7
2



FLJ21986
2



ARID3A
1



DMD
1



Genes repressed by 36 hours



OPRS1
4



GPX7
3



E2F6
3



Genes repressed after 36 hours



CCNF
4



CCNJ
3



CDC34
2



E2F5
2



LIN28
2










At least 25 of the early-repressed genes contained LCSs in their 3′UTRs and likely represent direct let-7 targets. This set includes the cell cycle regulators CDK6, CDC25A, AURKA/STK6, CDCA7, the DNA synthesis regulator RRM2, and the transcription factors CBFB, PLAGL2, E2F6, SOX9, ZNF336, YAP1, GTF2I, and ARID3A. In addition, other cell cycle genes with LCSs in their 3′UTRs were repressed later than 36 hours (E2F5, CDC34, CCNF CCNJ) suggesting that later repressed genes are also direct let-7 targets. The non-LCS containing genes with altered expression upon let-7 addition are likely to be downstream genes indirectly affected by let-7 expression, perhaps as downstream targets of the transcription factors affected directly by let-7.


Example 7
Gene Pathways Altered by hsa-let-7 Expression in A549 and HepG2 Cells

miRNAs can directly affect mRNA levels of their target genes and will also directly affect protein levels following translational regulation upon binding to target mRNAs. Translational regulation leading to an up or down change in protein expression may lead to changes in activity and expression of downstream gene products and genes that are in turn regulated by those proteins. These regulatory effects would be revealed as changes in the global mRNA expression profile. The identity and nature of the cellular pathways affected by the regulatory cascade induced by hsa-let-7 expression were determined. Cellular pathway analysis was performed using Ingenuity Pathways Analysis (Ingenuity® Systems, Redwood City, Calif.). The most significantly affected pathways following over-expression of hsa-let7b in A549 and HepG2 cells are shown in Table 9.









TABLE 9







Significantly affected functional cellular pathways following hsa-let-7b


over-expression in A549 and HepG2 cells.


Functional Cellular Pathways Altered by hsa-let-7 Over-Expression








A549
HepG2





Amino Acid Metabolism
Amino Acid Metabolism


Behavior


Cancer
Cancer


Carbohydrate Metabolism
Carbohydrate Metabolism


Cardiovascular Disease
Cardiovascular Disease


Cardiovascular System Development and
Cardiovascular System Development and Function


Function


Cell Cycle
Cell Cycle


Cell Death
Cell Death


Cell Morphology
Cell Morphology


Cell Signaling
Cell Signaling


Cell-To-Cell Signaling and Interaction
Cell-To-Cell Signaling and Interaction


Cellular Assembly and Organization
Cellular Assembly and Organization


Cellular Compromise
Cellular Compromise


Cellular Development
Cellular Development


Cellular Function and Maintenance
Cellular Function and Maintenance


Cellular Growth and Proliferation
Cellular Growth and Proliferation


Cellular Movement
Cellular Movement


Cellular Response to Therapeutics


Connective Tissue Development and
Connective Tissue Development and Function


Function


Connective Tissue Disorders
Connective Tissue Disorders


Dermatological Diseases and Conditions
Dermatological Diseases and Conditions



Developmental Disorder


Digestive System Development and
Digestive System Development and Function


Function


DNA Replication, Recombination, and
DNA Replication, Recombination, and Repair


Repair


Drug Metabolism
Drug Metabolism


Embryonic Development
Embryonic Development


Endocrine System Development and
Endocrine System Development and Function


Function


Endocrine System Disorders
Endocrine System Disorders


Free Radical Scavenging


Gastrointestinal Disease
Gastrointestinal Disease


Gene Expression
Gene Expression


Genetic Disorder
Genetic Disorder


Hair and Skin Development and Function
Hair and Skin Development and Function


Hematological Disease
Hematological Disease


Hematological System Development and
Hematological System Development and Function


Function


Hepatic System Development and Function
Hepatic System Development and Function


Hepatic System Disease
Hepatic System Disease


Immune and Lymphatic System
Immune and Lymphatic System Development and


Development and Function
Function


Immune Response
Immune Response


Immunological Disease
Immunological Disease



Infectious Disease


Inflammatory Disease
Inflammatory Disease


Lipid Metabolism
Lipid Metabolism


Metabolic Disease
Metabolic Disease


Molecular Transport
Molecular Transport


Nervous System Development and
Nervous System Development and Function


Function


Neurological Disease
Neurological Disease


Nucleic Acid Metabolism
Nucleic Acid Metabolism



Ophthalmic Disease


Organ Development
Organ Development


Organ Morphology
Organ Morphology


Organismal Development
Organismal Development


Organismal Functions
Organismal Functions


Organismal Injury and Abnormalities
Organismal Injury and Abnormalities


Organismal Survival



Post-Translational Modification



Protein Synthesis


Protein Trafficking
Protein Trafficking


Renal and Urological Disease
Renal and Urological Disease


Renal and Urological System Development
Renal and Urological System Development and


and Function
Function


Reproductive System Development and
Reproductive System Development and Function


Function


Reproductive System Disease
Reproductive System Disease


Respiratory Disease
Respiratory Disease


Respiratory System Development and
Respiratory System Development and Function


Function



RNA Damage and Repair



RNA Post-Transcriptional Modification


Skeletal and Muscular Disorders
Skeletal and Muscular Disorders


Skeletal and Muscular System
Skeletal and Muscular System Development and


Development and Function
Function


Small Molecule Biochemistry
Small Molecule Biochemistry


Tissue Development
Tissue Development


Tissue Morphology
Tissue Morphology


Tumor Morphology
Tumor Morphology


Viral Function
Viral Function



Viral Infection



Visual System Development and Function


Vitamin and Mineral Metabolism
Vitamin and Mineral Metabolism









Additional cellular pathway analyses were performed with gene expression data from HepG2 cells, by grouping differentially expressed genes according to their biological functions and using the Gene Ontology (GO) database (Ashburner et al., 2000). The most significantly affected Gene Ontology categories in HepG2 cells are shown in Table 10 (following hsa-let-7 over-expression for 72 hours as described in Example 1) and in Table 11 (following hsa-let-7 over-expression for 4-108 hours as described in Example 5). mRNAs whose expression levels were affected by greater than 2-fold with p-values below 0.05 were identified and classified using Gene Ontology categories. P-values were calculated with hypergeometric tests to determine whether there was a significant enrichment of affected genes in a Gene Ontology category when compared to all genes represented on the arrays.









TABLE 10







Most significantly affected Gene Ontology categories following


hsa-let-7 over expression in HepG2 cells for 72 hours.











GO ID
GO description
P value







GO: 0006260
DNA replication
5.8E−16



GO: 0000087
M phase of mitotic cell cycle
6.2E−13



GO: 0000278
Mitotic cell cycle
6.4E−13



GO: 0000075
cell cycle checkpoint
1.2E−10



GO: 0051301
cell division
8.1E−10



GO: 0006270
DNA replication initiation
1.2E−09



GO: 0007093
Mitotic checkpoint
2.3E−06



GO: 0007051
spindle organization and biogenesis
3.4E−06

















TABLE 11







Most significantly affected Gene Ontology categories following let-7 over


expression in HepG2 cells over a period of 4 hours to 108 hours.
















% of






# of
genes




# of
genes in
in GO



GO category
altered
cat-
category


GO ID
description
genes
egory
altered
P value















GO: 0000278
Mitotic cell
19
192
10
5.5E−08



cycle


GO: 0051301
cell division
15
135
11
3.1E−07


GO: 0000279
M phase
15
165
9
3.8E−06


GO: 0007088
regulation of
6
34
18
8.9E−05



mitosis


GO: 0016126
sterol
5
24
21
1.5E−04



biosynthesis


GO: 0005525
GTP binding
16
262
6
2.0E−04


GO: 0006260
DNA
11
138
8
2.2E−04



replication


GO: 0051325
Interphase
8
76
11
2.5E−04









These data demonstrate that hsa-let-7 directly or indirectly affects the expression of many cell cycle-related genes and thus primarily affects cellular functional pathways related to the cell cycle, cell division, and DNA replication. Those cellular processes all have integral roles in the development and progression of various cancers.


Example 8
Genes Altered by hsa-let-7 Represent Therapeutic Targets for Treatment of Cancers

Proliferation and survival pathways are commonly altered in tumors (Hanahan and Weinberg, 2000). The inventors have shown that hsa-let-7 expression directly or indirectly regulates multiple cell proliferation genes. Hsa-let-7 directly regulates a few key cell cycle proto-oncogenes, thus controlling cell proliferation pathways. These data strongly support the assertion that let-7 is a tumor suppressor miRNA.


A review of the genes and related pathways that are regulated by let-7 indicates that introduction of hsa-let-7 or an anti-hsa-let-7 (anti-miR) into a variety of cancer cell types would likely result in a therapeutic response. Hsa-let-7 targets that have prognostic and/or therapeutic value for the treatment of various malignancies are shown in Table 12.









TABLE 12







Hsa-let-7 targets having prognostic or therapeutic value for the treatment of various malignancies.











Gene
Gene
Cellular




Symbol
Title
Process
Cancer Type
References





ATRX
ATR-X
transcription
AML, alpha
(Lacayo et al., 2004; Steensma et al.,





thalassemia
2005; Serrano et al., 2006)


AURKA/
aurora
chromosomal
BC, CRC, PaC,
Reiter et al., 2006; Ulisse et al.,


STK6
kinase A
stability
OC, GC, SCCHN,
2006; Keen and Taylor, 2004





TC


AURKB/
aurora
chromosomal
PC, NSCLC, BC,
Keen and Taylor, 2004; Chieffi et al.,


STK12
kinase B
stability
CRC
2006; Smith et al., 2005


BRCA1
BRCA-1
chromosomal
BC, OC
Wooster and Weber, 2003




stability


BRCA2
BRCA-2
chromosomal
BC, OC
Wooster and Weber, 2003




stability


BUB1
BUB1
chromosomal
AML, SGT, ALL,
Shigeishi et al., 2006; Grabsch et al.,




stability
HL, L, CRC, GC
2003; Qian et al., 2002; Ru et al.,






2002; Cahill et al., 1998


BUB1B
BUBR1
chromosomal
LC, GC
Grabsch et al., 2003; Seike et al.,




stability

2002


BZRP
benzodiazepine
apoptosis
L, BC, G, CRC,
(Hardwick et al., 1999; Sutter et al.,



receptor,

AC, PC, FS,
2002; Han et al., 2003; Kletsas et al.,



peripheral

OepC
2004; Furre et al., 2005; Maaser et



type


al., 2005; Pretner et al., 2006;






Vlodavsky and Soustiel, 2007)


CCNA2
cyclin A2
cell cycle
AML
Qian et al., 2002


CCNB1
cyclin B1
cell cycle
HCC, BC, CHN,
Egloff et al., 2006





PC, CRC, LC


CCNE2
cyclin E2
cell cycle
BC, LC, OC, EC
Payton & Coats, 2002; Payton et al.,






2002


CCNG2
cyclin G2
cell cycle
TC, SCCHN
Alevizos et al., 2001; Ito et al., 2003


CDC2
CDK1
cell cycle
NHL, CRC,
(Wolowiec et al., 1999; Egilmez et





SCCHN, OepC
al., 2001; Chang et al., 2005a;






Hansel et al., 2005)


CDC20
cell
cell cycle
GC
Kim et al., 2005



division



cycle 20


CDC23
cell
cell cycle
CRC
Wang et al., 2003



division



cycle 23


CDC25A
cell
cell cycle
HCC, OepC, BC,
Kristjansdottir & Rudolph, 2004



division

CRC, CHN,



cycle 25A

NSCLC, OC, TC,





NHL


CDC6
cell
cell cycle
PC, CeC
Murphy et al., 2005; Robles et al.,



division


2002



cycle 6


CDCA7
JPO1/CDCA7
cell cycle
CRC, OC, LC,
Osthus et al., 2005





GC, EC, AML,





CML


CDK2
CDK-2
cell cycle
OC, CRC, PC
Cipriano & Chen, 1998: Marone et






al., 1998; Yamamoto et al., 1998


CDK6
CDK-6
cell cycle
G, GB, GBM,
Costello et al., 1997; Lam et al.,





MB, B-cell CLL
2000; Hayette et al., 2003; Mendrzyk






et al., 2005


CDKN2B
CDK
cell cycle
PML, BldC,
Christiansen et al., 2003; Teofili et



inhibitor

NHL, MM, AML
al., 2003;



2B/p15INK4B


le Frere-Belda et al., 2001; Martinez-






Delgado et al., 2000; Ng et al., 1997


CDT1
Cdt1
chromosomal
NSCLC
Karakaidos et al., 2004




stability


CEBPD
C/EBP
transcription
PC
(Yang et al., 2001)



delta


CKS1B
Cks1
cell cycle
NSCLC, BC,
Inui et al., 2003; Slotky et al., 2005;





CRC
Shapira et al., 2005


CSF1
CSF-1
signal
HCC, LC
(Budhu et al., 2006; Uemura et al.,




transduction

2006)


EIF4E
eIF-4e
translation
BC, CRC, NHL,
(Graff and Zimmer, 2003; Huusko et





NB, CHN, LXC,
al., 2004; Nakada et al., 2004; Wu et





BldC, PC, GC
al., 2004; Jubb et al., 2005; Guo et






al., 2006; Kokko et al., 2006; Wu et






al., 2006; Davalos et al., 2007)


EPHB2
EPH
signal
PC, GC, CRC,
(Huusko et al., 2004; Nakada et al.,



receptor
transduction
OC, G, BC
2004; Wu et al., 2004; Jubb et al.,



B2


2005; Guo et al., 2006; Kokko et al.,






2006; Wu et al., 2006; Davalos et al.,






2007)


ERBB3
HER-3
signal
PC, BC, pilocytic
(Lemoine et al., 1992; Rajkumar et




transduction
AC, GC, CRC,
al., 1996; Leng et al., 1997; Maurer





OC, BldC
et al., 1998; Kobayashi et al., 2003;






Koumakpayi et al., 2006; Xue et al.,






2006)


FASN
fatty acid
fat
OC, BC, BldC,
(Ye et al., 2000; Camassei et al.,



synthase
metabolism
CeC, PC, RB,
2003; Menendez et al., 2004;





CRC
Kuhajda, 2006)


FGFBP1
FGF-BP
signal
SCCHN, BC,
(Abuharbeid et al., 2006; Tassi et al.,




transduction
CRC, PC, PaC
2006)


FGFR4
FGF
signal
TC, BC, OC, PaC
(Jaakkola et al., 1993; Shah et al.,



receptor-4
transduction

2002; Ezzat et al., 2005)


FH
fumarase
sugar
RCC, LM
(Eng et al., 2003)




metabolism


GMNN
Geminin
DNA
CRC, BC, CeC
Shetty et al., 2005; Bravou et al.,




replication

2005; Wohlschlegel et al., 2002


IGFBP1
IGFBP-1
signal
BC, CRC
(Firth and Baxter, 2002)




transduction


IL8
IL-8
signal
BC, CRC, PaC,
(Akiba et al., 2001; Sparmann and




transduction
NSCLC, PC,
Bar-Sagi, 2004)





HCC


ITGA6
integrin
cell adhesion
BC, CeC, HCC,
Wewer et al., 1997; Aplin et al.,



alpha-6

LC
1996; Begum et al., 1995; Rabinovitz






et al., 1995; Mariani Costantini et al.,






1990


JUN
c-Jun
transcription
HL, HCC
(Eferl et al., 2003; Weiss and






Bohmann, 2004)


JUNB
Jun B
transcription
L, CML, HCC,
(Bossy-Wetzel et al., 1992; Mathas





TCL, HL, FS
et al., 2002; Mao et al., 2003; Yang






et al., 2003; Passegue et al., 2004;






Chang et al., 2005b; Liu et al., 2006;






Ott et al., 2007)


LHFP
lipoma
transcription
Li
(Petit et al., 1999)



HMGIC



fusion



partner


MCAM
MCAM
cell adhesion
M, AS, KS, LMS
McGary et al., 2002


MET
c-Met
signal
SPRC, HCC, GC,
(Boccaccio and Comoglio, 2006)




transduction
SCCHN, OS,





RMS, GB, BC,





M, CRC, GI, PaC,





PC, OC


MVP
major
multi drug
AML, CML,
(Mossink et al., 2003)



vault
resistance
ALL, OC, BC, M,



protein

OS, NB, NSCLC


MXI1
Max-
transcription
M, PC, GB
Ariyanayagam-Baksh et al., 2003;



interacting


Prochownik et al., 1998; Wechsler et



protein 1


al., 1997


MYBL1
A-Myb
transcription
BL
(Golay et al., 1996)


MYBL2
Myb L2
transcription
BC, NSCLC, PC,
(Tanner et al., 2000; Bar-Shira et al.,





OC
2002; Borczuk et al., 2003; Ginestier






et al., 2006)


NRAS
N-Ras
signal
M, TC, MM,
Demunter et al., 2001; Oyama et al.,




transduction
CRC, AML, BC,
1995; Shi et al., 1991; Paquette, et





GC, GB
al., 1990; Neri et al, 1989; Gerosa et






al., 1989; Bos, 1988


P8
P8
transcription
BC, TC, PaC
(Ree et al., 1999; Su et al., 2001; Ito






et al., 2005)


PDCD4
Pdcd-4
apoptosis
G, HCC, L, RCC
(Chen et al., 2003; Jansen et al.,






2004; Zhang et al., 2006; Gao et al.,






2007)


PLK1
polo-like
chromosomal
NSCLC, OrpC,
(Strebhardt and Ullrich, 2006)



kinase 1
stability
OepC, GC, M,





BC, OC, EC,





CRC, GB, PapC,





PaC, PC, HB,





NHL


PRKCA
PKC
signal
BldC, PC, EC,
(Weichert et al., 2003; Jiang et al.,



alpha
transduction
BC, CRC, HCC,
2004; Lahn and Sundell, 2004;





M, GC, OC
Koivunen et al., 2006)


RASSF2
RASSF2
signal
GC, CRC, OC
(Akino et al., 2005; Endoh et al.,




transduction

2005; Lambros et al., 2005)


SIVA
CD27
apoptosis
BC
(Chu et al., 2005)



binding


SKP2
SKP-2
proteasomal
PaC, OC, BC,
Einama et al., 2006; Traub et al.,




degradation
MFS, GB, EC,
2006; Sui et al., 2006; Huang et al.,





NSCLC, PC
2006; Saigusa et al., 2005; Shibahara






et al., 2005; Kamata et al., 2005;






Takanami, 2005


SMAD4
SMAD-4
signal
PaC, CRC, BC,
Miyaki and Kuroki, 2003




transduction
SCCHN, AML,





GC, HCC, OC,





SIC


TACC3
TACC3
cell cycle
OC, NSCLC
(Lauffart et al., 2005; Jung et al.,






2006)


TFDP1
E2F
cell cycle
M, HCC, NHL
(Halaban et al., 2000; Wang et al.,



dimerization


2001; Chan et al., 2002; Yasui et al.,



partner


2002)


TGFBR3
TGF beta
signal
CeC, high grade
Soufla et al., 2005; Woszczyk et al.,



receptor
transduction
NHL, CRC, BC
2004; Bandyopadhyay et al., 2002;



III


Venkatasubbarao et al., 2000


TNFSF10
TRAIL
apoptosis
CRC, G, LC, PC,
(Fesik, 2005)





multiple ML


VIM
vimentin
adhesion and
HCC, M, L, BC,
(Caselitz et al., 1983; Stark et al.,




migration
PC, CeC, CRC,
1984; Ben-Ze'ev and Raz, 1985;





RCC, SCCHN,
Churg, 1985; Upton et al., 1986;





AC, CLL, MT,
Ferrari et al., 1990; Sommers et al.,





LC
1992; Gilles et al., 1996; Rutka et al.,






1999; Islam et al., 2000; Khoury et






al., 2002; Singh et al., 2003; Hu et






al., 2004; Fesik, 2005; McInroy and






Maatta, 2007; Ngan et al., 2007)





Abbreviations:


AC, astrocytoma;


ALL, acute lymphocytic leukemia; alpha thalassemia, alpha thalassemia;


AML, acute myeloid leukemia;


AS, angiosarcoma;


BC, breast carcinoma;


BL, Burkitt's lymphoma;


BldC, bladder carcinoma;


CeC, cervical carcinoma;


CHN, carcinoma of the head and neck;


CLL, chronic lymphocytic leukemia;


CML, chronic myeloblastic leukemia;


CRC, colorectal carcinoma;


EC, endometrial carcinoma;


FS, fibrosarcoma;


G, glioma;


GB, glioblastoma;


GBM, glioblastoma multiforme;


GC, gastric carcinoma;


GI, gastrinoma;


HB, hepatoblastoma;


HCC, hepatocellular carcinoma;


HL, Hodgkin lymphoma;


KS, Kaposi's sarcoma;


L, leukemia;


LC, lung carcinoma;


Li, lipoma;


LM, leiomyoma;


LMS, leiomyosarcoma;


LXC, larynx carcinoma;


M, melanoma;


MB, medulloblastoma;


MFS, myxofibrosarcoma;


ML, myeloid leukemia;


MM, multiple myeloma;


MT, mesothelioma;


NB, neuroblastoma;


NHL, non-Hodgkin lymphoma;


NSCLC, non-small cell lung carcinoma;


OC, ovarian carcinoma;


OecP, oesophageal carcinoma;


OrpC, oropharyngeal carcinoma;


OS, osteosarcoma;


PaC, pancreatic carcinoma;


PapC, papillary carcinoma;


PC, prostate carcinoma;


PML, promyelocytic leukemia;


RB, retinoblastoma;


RCC, renal cell carcinoma;


RMS, rhabdomyosarcoma;


SCCHN, squamous cell carcinoma of the head and neck;


SGT, salivary gland tumor;


SIC, small intestinal carcinoma;


SPRC, sporadic papillary renal carcinoma;


TC, thyroid carcinoma;


TCL, T-cell leukemia;


UC, urothelial carcinoma






These targets are critical regulators of angiogenesis, chromosomal stability, cell adhesion, invasion, cell cycle progression, transcription, DNA replication and intracellular signal transduction. For instance, the serine/threonine kinases CDK2 and CDK6 in complex with their corresponding cyclins phosphorylate RB proteins to promote cells into G1 and S phases of the cell cycle (Malumbres and Barbacid, 2001). CDC25A is a tyrosine/threonine phosphatase that activates CDK2 and CDK6 by removing inhibitory phosphate groups (Kristjansdottir and Rudolph, 2006). CDK2, CDK6 and CDC25A are frequently amplified and overexpressed in human cancers, including cancers of the breast, lung, rectum and brain. Other proteins necessary for proper cell cycle progression that are differentially expressed in numerous cancers and regulated by let-7 include the cyclins A2, B1, E2, G2, the CDK inhibitor 2B, as well as CDC20, CDC23, CDC-A7 and CDC6. Visin-like 1, integrin alpha-6, melanoma adhesion molecule (MCAM) and autotaxin are membrane-bound proteins regulating cell adhesion, contact inhibition and migration. Aberrant expression of these proteins is commonly correlated with tumor invasion, metastasis and poor prognosis (Gonzales Guerrico et al., 2005; Yang et al., 2002; McGary et al., 2002; Rabinovitz et al., 1995).


Mitogen-inducible gene 6 (Mig6) is a novel adaptor protein and negative regulator of EGFR (Ferby et al., 2006). Loss of Mig6 expression in breast carcinoma cells favors resistance to Herceptin (Anastasi et al., 2005). Among the signaling molecules targeted by let-7 are N-Ras, transforming growth factor beta receptor type III, and the tumor suppressor SMAD-4. These proteins are broadly implicated in human cancer. Let-7 also affects the expression of the tumor suppressors BRCA-1 and BRCA-2 (breast cancer antigen 1/2) as well as aurora kinases A and B, all of which function to maintain chromosomal integrity during mitosis (Keen and Taylor, 2004; Wooster and Weber, 2003). While chromosomal instability leads to malignant phenotypes in general, a number of solid tumors (e.g., carcinomas of the breast, ovary, pancreas, head and neck, thyroid gland, lung, prostate and colorectum) show deregulated expression of BRCA-1/2 and aurora kinases A/B in particular (Reiter et al., 2006; Ulisse et al., 2006; Chieffi et al., 2006; Smith et al., 2005; Keen and Taylor, 2004; Wooster and Weber, 2003). In summary, let-7 controls a variety of cancer genes that play key roles in the development or progression of the disease.









TABLE 13







Genes with altered mRNA expression levels in HL-60 cells,


following transfection with pre-miR hsa-let-7b.










RefSeq




Transcript ID
Fold


Gene Symbol
(Pruitt et al., 2005)
Change












AATF
NM_012138
−2.27


AB020674, AF245481
AB020674, AF245481
−2.89


AB032979
AB032979
−2.41


AB033091, SLC39A10
AB033091, NM_020342
−3.26


AB058774
AB058774
2.43


AB062477
AB062477
3.08


AB083483
AB083483
3.71


ABCA3
BC062779, NM_001089
2.05


ABCF2
NM_005692
−2.88


ACADVL
BC020218, NM_000018
−2.65


ACP1
NM_004300, NM_007099, NM_177554
−2.71


ADIPOR2
NM_024551
−2.64


AF011390
AF011390
2.32


AF090928
AF090928
−3.71


AF116680
AF116680
2.75


AF240698
AF240698
−2.14


AF277180
AF277180
−2.27


AF289562
AF289562
2.29


AF289565
AF289565
2.55


AF346307
AF346307
2.55


AF439711
AF439711
2.73


AF445026
AF445026
2.17


AF502589
AF502589
−2.11


AHCY
M61831, NM_000687
−3.55


AJ515384
AJ515384
−3.09


AK001073, BC080641
AK001073, BC080641
2.72


AK001987
AK001987
2.28


AK001998
AK001998
2.31


AK022118
AK022118
2.54


AK024110
AK024110
2.08


AK024190
AK024190
−2.94


AK026367
AK026367
2.11


AK026780
AK026780
2.36


AK027395, AL136861,
AK027395, AL136861, AY358413, BC063012,
2.65


AY358413, BC063012,
CR593410


CR593410


AK027583
AK027583
2.06


AK054654
AK054654
2.7


AK054935, MGC33962
AK054935, NM_152479
2.27


AK056176
AK056176
2.7


AK057017
AK057017
2.65


AK057222, MGC16372
AK057222, NM_145038
3.2


AK057372
AK057372
2.23


AK058196
AK058196
2.19


AK090733, BC003505
AK090733, BC003505
2.92


AK091523
AK091523
2.63


AK093431
AK093431
2.17


AK094354
AK094354
3.32


AK095939, BC003083
AK095939, BC003083
−2.39


AK096571
AK096571
2.1


AK097091, AK097411,
AK097091, AK097411, NM_207331
4.51


LOC153561


AK097411, BC050737,
AK097411, BC050737, NM_207331
4.51


LOC153561


AK123855, BC006300
AK123855, BC006300
2.89


AK124968
AK124968
−2.22


AK125351
AK125351
2.67


AK125522, ATP6V0D1
AK125522, NM_004691
−2.35


AK125850
AK125850
−2.91


AK125850, AL833349
AK125850, AL833349
−2.91


AK126051
AK126051
2.47


AK126465
AK126465
−2.88


AK127284
AK127284
−2.03


AK127639
AK127639
2.17


AK127692, NDUFA11
AK127692, NM_175614
−4.14


AK128554
AK128554
−2.12


AK131383
AK131383
−2.3


AK131517, BC063666
AK131517, BC063666
2.62


AK2
NM_013411
−3.48


AKAP5
NM_004857
4.41


AKAP8L
NM_014371
−2.23


AKR1CL2
AB040821, AB040822, AF263242, NM_031436
2.93


ALDH3A2
NM_000382
3.22


ALG1
NM_019109
−2.31


ALOX15B
AF468053
3.81


ALOX5AP
NM_001629
−2.86


ALS2CR19
AB073472, AF428250, AF428251, AF466152,
−3.48



NM_152526, NM_205863


ALS2CR7
NM_139158
3.02


AMD1
BC000171
−2.78


ANP32C
NM_012403
2.65


ANTXR1
AK001463, NM_053034
3.75


ANXA6
AK130077, NM_001155, NM_004033
−2.37


APBA3
NM_004886
2.01


APG3L
NM_022488
−3.43


APLP2
BC000373
−2.81


ARHGAP18
AL834511, NM_033515
3.11


ARHGAP26
BC068555, NM_015071
2.01


ARID1A
AF231056, AF268913, AF521670, NM_006015,
−3.37



NM_018450, NM_139135


ARPC5, BC057237,
BC057237, BC071857, NM_005717
−2.51


BC071857


ASF1B
NM_018154
−2.61


ASNA1
NM_004317
−2.03


ATF3
AB078026, AY313926, AY313927
−3.8


ATF4
NM_001675
−2.09


ATP2A2
NM_001681, NM_170665
−4.57


ATP5G3
NM_001002256
−2.27


ATP6V1F
NM_004231
−2.76


ATRX
NM_000489, NM_38270, NM_138271, U72937
2.1


ATXN7L2
BC036849
3.95


AY081145
AY081145
−2.05


AY099328, BC002509
AY099328, BC002509
2.53


AY345239, FLJ13798
AY345239, NM_024773
−2.5


AY358738
AY358738
4.71


AY692447, BC040622,
AY692447, BC040622, NM_182761
−2.93


LOC340069


AYP1
NM_032193
3.72


BAG1
AF116273
−2.94


BAG2
NM_004282
−2.84


BAG5
NM_001015049, NM_004873
−2.24


BANF1
NM_003860
−2.92


BAT2
NM_004638, NM_080686
−2.53


BC004492
BC004492
2.02


BC006177
BC006177
−4.17


BC007516
BC007516
4.53


BC009792
BC009792
3.08


BC011671
BC011671
2.63


BC013796
BC013796
−2.96


BC014654
BC014654
−2.39


BC016050
BC016050
−2.4


BC016654
BC016654
−2.16


BC020256
BC020256
−2.36


BC020670
BC020670
2.37


BC021187
BC021187
−2.62


BC025700
BC025700
−3.61


BC029496
BC029496
2.3


BC029580
BC029580
3.49


BC030200
BC030200
2.64


BC032334
BC032334
−2.39


BC032396, BC041379
BC032396, BC041379
2.14


BC032420
BC032420
2.74


BC035554
BC035554
−3.11


BC035875
BC035875
−2.74


BC035935, BC056271,
BC035935, BC056271, NM_016627
−3.34


LOC51321


BC036832
BC036832
−4.43


BC040013
BC040013
4.24


BC040441, BC068599
BC040441, BC068599
2.12


BC041860, BC047720,
BC041860, BC047720, BX647229
2.25


BX647229


BC045618, BC057784
BC045618, BC057784
−3.92


BC062325
BC062325
−4.02


BC064430
BC064430
−3.1


BC064479
BC064479
2.05


BC065557
BC065557
2.03


BC066124, BC066775
BC066124, BC066775
−2.43


BC066644
BC066644
−2.35


BC073829
BC073829
−2.5


BC093044
BC093044
−3.07


BEXL1
BC015794
−2.54


BFAR
NM_016561
−2.77


BIN1
AF068916, NM_139346, NM_139348
2.42


BIN2
BC047686, NM_016293
4.57


BMP2
NM_001200
−5.22


BPI
BC032230, NM_001725
2.96


BRAP
NM_006768
−2.09


BST2
AK223124, NM_004335
−2.06


BZRP
NM_000714, NM_007311
−3.32


C10orf45
BC064407, NM_031453
−2.48


C10orf67
BC035732, NM_153714
2.26


C10orf94
BC034821
−2.45


C12orf12
NM_152638
3.91


C14orf103
NM_018036
2.12


C14orf153
NM_032374
−2.55


C14orf48
AK097741, NM_152777
−3.86


C15orf12
NM_018285
−3.2


C17orf27
BC032220, BX647946, NM_020914
−2.41


C19orf25
BC018441, NM_152482
3.8


C1orf26
BC030781, NM_017673
2.98


C1orf64
NM_178840
2.08


C1QBP
NM_001212
−2.72


C1QTNF2
NM_031908
2.36


C1QTNF3
NM_030945, NM_181435
2.13


C20orf27
BC024036, CR615129, NM_017874
4.34


C2orf29
NM_017546
−2.92


C3orf10
NM_018462
−3


C4orf16
BC009485, BX647702, NM_018569
−2.7


C5orf19
AK223611, NM_016606
3.03


C6orf108
NM_006443
−2.49


C6orf128
BC026012, BC029657, NM_145316
3.24


C6orf136
BC073975, NM_145029
−2.41


C6orf155
NM_024882
−2.56


C6orf62
NM_030939
−2.58


C6orf69
AY305862, BC023525, NM_173562
−4.01


C6orf96
AK000634, NM_017909
−2.69


C8orf6
AJ307469
−2.59


C9orf156
BC002863, NM_016481
2.66


C9orf16
NM_024112
−2.69


C9orf46
NM_018465
3.54


CABP7
NM_182527
−2.56


CACNA1A
AB035727
2.21


CACNA2D3
AF516696, AJ272213, NM_018398
2.23


CAD
NM_004341
−3.71


CAMK1D
NM_020397, NM_153498
2.07


CAMK2N1
NM_018584
2.1


CAPNS1
BC011903, NM_001749
−2.89


CASC3
BC044656
3.03


CASP6
NM_001226
−2.27


CAST
NM_015576
2.29


CBX1
NM_006807
−2.72


CCNDBP1
AK075146, AK128849, BC009689, NM_012142,
−2.62



NM_037370


CCT4
NM_006430
−2.77


CCT7
NM_006429
−2.92


CD81
NM_004356
−2.48


CDC2L1
AB209095, AF067519, AF067520, AF067521,
−2.18



AF067522, AF067523, AF067525, NM_001787,



NM_024011, NM_033486, NM_033488, NM_033489,



NM_033490, NM_033492, NM_033493, NM_033528,



NM_033529, NM_033531, NM_033534, NM_033537,



U04816, U04817, U04818, U04824, U07705


CDC2L2
AB209095, AF067512, AF067514, AF067516, AF067520,
−2.18



AF067521, AF067522, AF067523, AF067525, NM_033534,



NM_033536, NM_033537


CDC45L
AJ223728, CR604288, NM_003504
−3.47


CDKL1
NM_004196
2.35


CEACAM6
BC005008, M18728, NM_002483
3.85


CEBPE
NM_001805
−3.42


CGI-128
NM_016062
−3.04


CGI-63
BC001419, NM_016011
−3.3


CHAD
NM_001267
−4.68


CHCHD1
NM_203298
−2.64


CHMP2A
NM_198426
−2.93


CHRNB1
NM_000747
2.12


CHST3
NM_004273
2.23


CINP
NM_032630
−2.09


CIP29
NM_033082
−2.9


CLC
NM_001828
2.59


CLIC1
NM_001288, X87689
−3.8


CLTA
NM_001833
−3.71


CMAS
BC016609, NM_018686
−2.37


CNTN4
NM_175607, NM_175612
2.23


CNTNAP3
AK054645, NM_033655
2.31


COL1A2
NM_000089
2.35


COPA
BC038447, NM_004371
−3.21


COQ3
CR607786, NM_017421
−2.3


CORO1A
AB209221, NM_007074
−4.94


COTL1
AK127352, NM_021149
−4.4


COX8A
NM_004074
−2.48


CPNE1
NM_152930
−2.68


CR602867
CR602867
−4.41


CR605850
CR605850
−4.54


CR607440
CR607440
2.35


CR933646
CR933646
−2.56


CRHBP
NM_001882
2.31


CRR9
AK126225, BC025305, NM_030782
−2.85


CSF1
NM_000757, NM_172211
2.57


CSMD2
AK122603, AK127722
−3.29


CSNK2B
CR592250, NM_001320
−2.73


CTNS
BC032850, NM_004937
2.58


CUL1
BC034318, NM_003592, U58087
−2.34


CUL7
NM_014780
4.34


CXorf9
NM_018990
−2.24


CXXC1
BC015733, NM_014593
−2.94


CYC1
NM_001916
−3.41


CYP2B6
NM_000767
−2.22


DDOST
D29643
−2.41


DDX39
BC032128, NM_005804, NM_138998
−4.77


DDX50
NM_024045
2.67


DGCR6
BC047039, NM_005675
−2.45


DHX30
BC038417, NM_014966, NM_138614, NM_138615
−2.61


DHX35
AK025541, BC033453, NM_021931
−2.09


DISP1
AK056569, NM_032890
2.42


dJ39G22.2
NM_001008740
2.91


DKFZp451J0118
BC046565, NM_175852
−2.88


DKFZP564J0863
NM_015459
−2.77


DNAJC10
AF314529, AK027647, AL832632, AY089971,
−2.32



AY358577, BC034713, NM_018981


DNAJC12
NM_201262
−2.07


DNAJC6
NM_014787
2


DNCLI1
NM_016141
−2.56


DNCLI2
NM_006141
4.94


DNM2
AK097875, AK124881, NM_001005360,
2.98



NM_001005361, NM_001005362, NM_004945


DONSON
NM_017613, NM_145794, NM_145795
−2.13


DRD3
L20469
−2.47


DRG1
NM_004147
−2.5


DVL1
AK093189, NM_004421, NM_181870, NM_182779,
4.92



U46461


EBF2
AY700779, NM_022659
2.13


EBPL
BC021021, BC073152, NM_032565
−3.09


EDIL3
BC053656, NM_005711
2.06


EEF1A1
AF267861, BC019669, BC071619, BC094687,
−2.82



CR598396, CR623309, NM_001402


EEF1D
NM_001960, NM_032378
−3.63


EEF1G
AF119850, NM_001404
−2.67


EEF2
NM_001961
−3.58


EIF2S3
BC019906
−3.08


EIF3S4
NM_003755
−2.83


EIF3S8
BC001571, NM_003752
−3.92


EIF4A1
NM_001416
−4.52


EIF4EBP1
NM_004095
−2.42


ELF1
BC030507, NM_172373
−3.56


EMP3
NM_001425
−3.12


ENO1
BC073991, NM_001428
−6.06


ENO3
NM_001976
2.02


EPB41
BC039079
4.22


EPM2A
AF454493, NM_005670
2.91


FAM50A
CR612868, D83260, NM_004699
−2.26


FAM54B
AF173891, AK056721, BC017175, NM_019557
−3.41


FASN
BC063242, NM_004104
−3.02


FBL
NM_001436
−4.61


FBP2
NM_003837
'2.01


FBXO17
AK021860, NM_024907, NM_148169
2.09


FBXO40
AB033021, NM_016298
2.78


FBXO42
NM_018994
2.73


FH
NM_000143
−2.05


FIBP
NM_004214, NM_198897
−3.44


FLJ10006
AK056881, BC017012, NM_017969
3.46


FLJ10490
NM_018111
2.01


FLJ10774
NM_024662
−3.89


FLJ11305
NM_018386
−2.45


FLJ12760
NM_001005372
−2.8


FLJ14816
NM_032845
−2.2


FLJ20641
BC050696, NM_017915
3.04


FLJ23322
BC027716, NM_024955
−2.05


FLJ25143
NM_182500
−2.54


FLJ25471
AK058200, NM_144651
−2.19


FLJ31139
BC064898, NM_173657
2.1


FLJ35740
NM_147195
−2.07


FLJ36070
AK131427, NM_182574
−2.37


FLJ36180
BC015684, NM_178556
2.54


FLJ37794
NM_173588
−3.02


FLJ42461
NM_198501
−5.18


FLJ90650
BC094716, NM_173800
2.32


FOXP3
NM_014009
−4.42


FPGS
BC009901, BC064393, M98045, NM_004957
−2.9


FSCN1
NM_003088
3.86


FTL
BC067772
−5.74


FTSJ1
NM_012280, NM_177439
−2.97


FUT8
NM_004480, NM_178155, NM_178157
2.07


FXYD5
AF177940, NM_144779
−2.56


G1P3
NM_002038, NM_022872, NM_022873
4.05


GAA
NM_000152
2.09


GABARAP
NM_007278
−2.82


GABRB2
NM_000813, NM_021911
2.42


GANAB
BC065266, NM_198334, NM_198335
−2.08


GAPDH
NM_002046, X53778
−3.7


GBA2
AB046825, AK057610, NM_020944
−2.44


GBL
AK021536, AK022227, BC052292, NM_022372
−2.59


GBP3
BC063819, CR936755, NM_018284
2.75


GCHFR
NM_005258
−2.56


GDI2
NM_001494
−3.77


GH1
AF185611
−2.17


GIP
NM_004123
2.16


GLT25D1
AK075541, BC020492, NM_024656
−2.99


GLUD2
BC050732, NM_012084
−2.12


GMDS
AF040260, BC000117, NM_001500
−2.83


GNB2
NM_005273
−3.1


GNB2L1
AY336089, CR609042, NM_006098
−2.34


GOR
NM_172239
2.04


GOR
NM_172239
2.04


GOR
NM_172239
2.04


GPR
BC067106, NM_007223
2.9


GPR18
NM_005292
2.11


GPR3
NM_005281
−2.04


GPSN2
CR593648, NM_004868, NM_138501
−2.48


GPX1
BC070258, NM_000581
−4.59


GPX4
BC039849, NM_002085
−3.77


GRN
AK023348, NM_002087
−2.7


GSTP1
NM_000852
−2.4


GTPBP4
NM_012341
−2.25


GUCY1A2
NM_000855, Z50053
2.45


GUK1
AK125698, NM_000858
−3.31


GZMB
AY232654, AY232656, AY372494, NM_004131
2.56


H1F0
CR456502
−3.21


HAND2
NM_021973
2.07


HAX1
NM_006118
−2.45


HDAC7A
AK024469, AK026767, AY302468, BC064840,
5.6



NM_015401, NM_016596


HHAT
BC051191, CR936628, NM_018194
2.19


HIST1H2BN
BC009783, BC011372, NM_003520
2.1


HIST1H3G
NM_003534
−2.62


HIST1H4C
NM_003542
−2.19


HLA-E
NM_005516
−2.12


HLCS
NM_000411
2.08


HMG2L1
NM_001003681, NM_005487
−2.97


HMGA1
BC071863, NM_002131, NM_145899
−2.37


HMGB1
NM_002128
−3.34


HNRPC
BC003394, BC089438, BX247961, CR617382
−2.41


HNRPF
BC016736, NM_004966
−2.88


HNRPL
BC069184, NM_001533
−4.23


HRMT1L2
AY775289, NM_001536, NM_198318, NM_198319
−4.74


HS3ST1
NM_005114
−2.09


HSDL2
BC004331, NM_032303
−2.02


HSPA5
NM_005347
−4.78


HSPA8
BC016179, NM_006597, NM_153201
−3.45


HSPB2
NM_001541
−2.4


HSPC023
NM_014047
−3.13


HSPCB
AF275719, BC012807, NM_007355
−3.64


HSPD1
BC002676, CR619688, NM_002156
−3.13


HYPC
AK123353, BC067364, NM_012272
2.15


ICT1
NM_001545
−3.28


IER2
NM_004907
−2.68


IFIT5
BC025786
2.13


IFRD2
NM_006764, Y12395
−2.45


IGLV6-57
BC023973
4.93


IL22
NM_020525
2.23


IL6ST
AB102799, NM_002184, NM_175767
2.3


ILDR1
AY134857, AY672837, NM_175924
5.04


ILF2
NM_004515
−3.78


ILF3
AJ271747, NM_012218
−2.69


INO80
NM_017553
3.37


ITGA8
NM_003638
2.13


ITGB4BP
NM_181466, NM_181468
−2.33


ITIH1
NM_002215
−2.69


JUNB
NM_002229
4.8


KIAA0082
NM_015050
−2.01


KIAA0284
BC047913, NM_015005
3.61


KIAA0339
NM_014712
3.32


KIAA1393
BC063551, NM_020810
−3.34


KIAA1533
AK074914, BC014077, NM_020895
−2.27


KIF20A
NM_005733
3.95


KIF9
NM_022342, NM_182902, NM_182903
2.77


KIR2DL1
BC069344, NM_014218
2.82


KRTAP19-1
NM_181607
2.15


KRTAP4-2
NM_033062
2.78


LCP1
AK223305, NM_002298
−2.75


LENEP
NM_018655
3.51


LETMD1
AK127540, AY259835, AY259836, BC064943,
−2.46



NM_015416


LFNG
NM_002304
2.39


LGALS1
NM_002305
−3.19


LGI4
BC087848
2.17


LMNB1
NM_005573
−2.69


LOC124402
AF447881, NM_145253
2.57


LOC129607
NM_207315
2.63


LOC152831
NM_175737
2.15


LOC153561
NM_207331
4.51


LOC157697
NM_207332
2.69


LOC220686,
NM_199283, NM_199345
−3.45


LOC375133


LOC284001
NM_198082
2.7


LOC388389
NM_213607
2.52


LOC388882
NM_001006606
−2.64


LOC440503
NM_001013706
2.42


LOC51149
BC069051, NM_001017987, NM_016175
2.2


LOC51233
AL080197, NM_016449
2.94


LOC51234
BC016348, NM_016454
−3.3


LRAT
NM_004744
2.28


LRFN4
NM_024036
−2.09


LRP12
NM_013437
2.13


LRP6
NM_002336
−2.39


LSM2
NM_021177
−2.41


LSM4
NM_012321
−2.63


LSP1
AK129684, NM_001013254, NM_002339
2.51


LY6G6D
AF195764, NM_021246
4.62


LY9
AF244129, AK128573, AY007142, BC027920,
2.88



BC062589, BC064485, L42621, NM_002348


M6PRBP1
AK223054, BC019278, NM_005817
−2.58


MAGEA2
NM_175743
−3.34


MAGEB6
NM_173523
2


MAN1C1
AF318353, NM_020379
2.69


MAP2K3
BC032478, NM_145109
−2.23


MAPKAPK5
NM_003668, NM_139078
−2.28


MARS
NM_004990
−2.41


MAZ
AF489858, BC041629, L01420, M94046
−2.3


MCM2
D83987, NM_004526
−3.33


MCM3
NM_002388
−2.31


MCM5
NM_006739
−2.85


MCM7
AF279900, BC009398, BC013375, NM_005916,
−2.95



NM_182776


MDH2
NM_005918
−2.99


MED6
NM_005466
−2.19


MED8
NM_001001651, NM_001001654, NM_052877, NM_201542
−2.36


MFAP4
NM_002404
4.43


MGAM
NM_004668
2.32


MGAT4A
NM_012214
2.27


MGC14817
NM_032338
−4.52


MGC15416
NM_032371
−2.71


MGC2198
NM_138820
−2.79


MGC3121
NM_024031
−2.65


MGC34032
BC028743, NM_152697
4.33


MGC40157
NM_152350
−4.69


MGC52010
NM_194326
−3.16


MGC7036
NM_145058
2.49


MIB1
AY147849, BC022403, NM_020774
−3.08


MIF
NM_002415
−2.57


MIR16
BC012153, NM_016641
−2.51


MLC1
BC028425, NM_139202
4.78


MLF2
NM_005439
−2.62


MLX
NM_170607, NM_198204
−2.05


MMP21
NM_147191
2.15


MRPL12
AF105278, NM_002949
−3.4


MRPL21
NM_181514
−3.19


MRPL23
NM_021134
−3.25


MRPL27
NM_016504
−3.71


MRPL35
NM_145644
2.94


MRPL37
AY421759, NM_016491
−2.92


MRPL51
NM_016497
2.85


MRPS2
NM_016034
−2.72


MRPS27
BC064902, NM_015084
4.25


MSH2
NM_000251
−2.16


MTCP1
CR600926, NM_014221
2.38


MTSS1
AK027015, BC023998
2.42


MTVR1
BC023991, CR610230, NM_152832
4.71


MUC17
AJ606307, NM_001004430
2.19


MUSTN1
NM_205853
3.94


MYBL2
NM_002466
−3.25


MYO10
AB018342, AL832428, NM_012334
2.68


NALP12
AK095460, AY116204, AY116205, AY116207,
2.49



NM_144687


NAPA
AK126519, NM_003827
−2.11


NCOR2
AF113003, AK127788
−2.64


NDUFA10
NM_004544
−2.97


NDUFB10
BC007509, NM_004548
−2.93


NDUFS8
NM_002496
−3.04


NDUFV1
BC008146, CR624895, NM_007103
−3.4


NES
NM_006617
4.6


NFATC3
NM_173164
−2.28


NFIX
NM_002501
2.22


NID
BC045606, NM_002508
2.9


NLGN4X
AX773938, AY358562, NM_020742
2.05


NME1
NM_000269, NM_198175
−3.78


NOB1P
BC064630, NM_014062
−2.68


NOLA2
NM_017838
−2.43


NP
AK098544, AK126154, CR608316
−2.69


NPEPPS
NM_006310, Y07701
−3.3


NRXN3
AJ316284, AJ493127, AK056530, NM_138970
−2.93


NSEP1
NM_004559
−4.05


NUP205
NM_015135
−2.49


NUP210
AB020713, NM_024923
−2.52


NUTF2
NM_005796
−3.57


OCIAD1
AF324350, NM_017830
−2.73


OCLN
NM_002538
2.23


OR2L2
NM_001004686
2.56


P4HB
BC029617, NM_000918
−3.75


PA2G4
BC069786, NM_006191
−4.4


PABPC4
BC065540, BC071591, NM_003819
−2.77


PAF53
AK091294, NM_022490
−2.77


PARK7
NM_007262
−2.19


PCBP1
NM_006196
−3.81


PCBP2
AB188306, AB208825, NM_005016, NM_031989,
−3.42



X78136


PCSK1N
NM_013271
−2.23


PDXK
BC000123, BC005825
−2.41


PECI
AB209917, AF244138, BC002668, BC034702,
−2.25



NM_006117, NM_206836


PFKFB2
BC069583
2.47


PFN1
NM_005022
−4.27


PGK1
NM_000291
−3.11


PGK2
NM_138733
2.18


PHEMX
AB029488, AK128812, BC016693, NM_139022
4.56


PHF5A
NM_032758
3.44


PKM2
NM_002654, NM_182470
−4.02


PLDN
AK057545, AK091740
−3.06


PLTP
NM_006227, NM_182676
4.65


PNCK
BC064422, CR611192, NM_198452
−3.12


POLD2
NM_006230
−2.73


POLE3
NM_017443
−5.14


POU3F2
NM_005604
2.27


PPHLN1
AK124921, BC025306, NM_016488
3.83


PPM1G
BC000057, NM_177983
−2.7


PPP1CA
CR595463, NM_001008709, NM_002708
−4.32


PPP1R10
NM_002714
2.05


PPP1R3D
NM_006242
3.55


PPP2R2C
BC032954, NM_020416, NM_181876
2.23


PQBP1
AB041833, NM_005710
−2.05


PRCC
NM_005973
−2


PRDX1
NM_002574
−2.87


PRDX5
AF124993, NM_012094
−3.08


PRKCSH
NM_002743
−2.3


PRSS15
AK096626, AK127867, NM_004793, X74215,
−2.42



X76040


PRSS16
AK126160, NM_005865
2.88


PRTN3
M29142, NM_002777
−2.55


PSENEN
NM_172341
−2.28


PSIP1
BC064135, NM_021144
2.64


PSMA3
NM_002788, NM_152132
−3.79


PSMB1
BC020807
−2.49


PSMB3
NM_002795
−3.5


PSMB4
NM_002796
−4.54


PSMB8
NM_004159, NM_148919
−3.33


PSMC3
NM_002804
−2.35


PSMC5
NM_002805
2.94


PSMF1
BC029836, CR592856, NM_006814
−2.69


PTCH2
AF119569, NM_003738
4.17


PTD008
NM_016145
−2.93


PTOV1
AY358168, BC042921, NM_017432
−2.33


PUS1
AF318369, NM_025215
3.01


PVRL4
AF218028, NM_030916
2.04


QARS
AF130067, BC000394, NM_005051
−2.36


QTRTD1
NM_024638
2.79


RAB40C
AY823398, NM_021168
2.9


RABAC1
NM_006423
−2.26


RABGGTB
NM_004582
−2.37


RAD51L1
BX248061, NM_133509
2.03


RALB
AK127675, NM_002881
−2.16


RANBP17
AJ288953, AJ288954, AK027880, NM_022897
−2.08


RASGRP2
AK092882, NM_005825, NM_153819
−2.8


RASGRP3
AB020653, NM_170672
2.06


RBBP4
NM_005610
−3.65


RBM3
AK026664, AY203954, NM_006743
−2.87


RBM6
AK124030, BC046643, NM_005777
−2.22


RBP3
J03912, NM_002900
−2.23


RFC2
NM_002914, NM_181471
−3.01


RFXANK
CR622780, NM_003721, NM_134440
−2.97


RHBDL1
AJ272344, NM_003961
4.81


RHOA
NM_001664
−4.04


RHOG
NM_001665
−2.7


RHOT2
AK090426, NM_138769
3.68


RKHD1
AB107353, NM_203304
−2.08


RNF144
NM_014746
3.24


RNF186
NM_019062
2.42


RNH
NM_002939
6.22


RNPEP
NM_020216
−3.57


RP1L1
AK127545, NM_178857
2.12


RPL11
BC018970, NM_000975
−2.2


RPL14
BC029036, NM_003973
−2.13


RPL18
NM_000979
−4.27


RPL18A
NM_000980
−6.02


RPL22
NM_000983
−2.27


RPL29
NM_000992
−2.19


RPL3
AY320405, NM_000967
−2.97


RPL5
AB208980, BC001882, NM_000969
−3.82


RPL6
BC022444, NM_000970
−2.69


RPL8
NM_033301
−5.39


RPN2
AK096243, NM_002951
−3.92


RPS14
NM_005617
−3.06


RPS19
NM_001022
−2.96


RPS3
BC034149, BC071669, NM_001005
−4.08


RPS5
NM_001009
−3.23


RPS9
NM_001013
−4.54


RSL1D1
NM_015659
−3.37


RUVBL1
NM_003707
−2.63


S82297
S82297
−2.64


SAFB2
NM_014649
5.33


SCGB1C1
NM_145651
2.06


SCN8A
NM_014191
−2.15


SCN9A
NM_002977
2.76


SEC10L1
NM_006544
−3.38


SELO
AY324823, NM_031454
−2.66


SEPT10
BC020502, NM_144710, NM_178584
2.61


SEPT6
AF403061
−3.51


SERF2
BC008214, NM_005770
−4.61


SETDB1
BC009362, D31891, NM_012432
−2.08


SFRP2
NM_003013
2.85


SH3BGR
NM_007341
3.69


SH3YL1
BC008374, BC008375, NM_015677
2.28


SHMT2
BC011911, BC032584, NM_005412
−4.13


SIDT1
NM_017699
−2.84


SIM1
NM_005068
2.28


SIVA
AK128704, NM_006427, NM_021709
−2.66


SLC16A3
NM_004207
−2.43


SLC22A4
NM_003059
2.16


SLC25A3
NM_005888, NM_213611, NM_213612
−2.77


SLC25A6
NM_001636
−4.89


SLC35E1
AK027850, BC062562, NM_024881
−2.3


SLC39A3
NM_144564
−2.69


SLC40A1
NM_014585
2.41


SLC6A13
NM_016615
2.16


SLC7A1
NM_003045
2.28


SLC8A3
AF510501, AF510502, NM_033262, NM_058240,
3.82



NM_182932, NM_182933, NM_182936, NM_183002


SMARCB1
AK024025, NM_001007468, NM_003073
−2.27


SND1
BC017180, NM_014390
−3.44


SNRP70
BC001315, CR592978, NM_001009820, NM_003089
2.83


SNRPA
NM_004596
−4.38


SNRPB
NM_198216
−4.7


SNX17
NM_014748
−2.81


SPHK1
BC030553, NM_021972, NM_182965
2.15


SRM
NM_003132
−4.07


SSR2
BC000341, BX649192, CR600571, NM_003145
−3.46


SSR4
NM_006280
−3.35


STAR
NM_000349
4.48


STIM1
NM_003156
−2.14


STX16
AF038897, AF305817, AF428146, BC073876,
−3.49



NM_001001433, NM_001001434, NM_003763


SULF2
AY358461, BC020962, NM_018837, NM_198596
2.06


SUPT16H
NM_007192
−3.16


SUV420H1
BC012933, NM_017635
3.27


SYNCRIP
AF155568, BC032643, BC040844
−4


SYT9
BC046367, NM_175733
2.76


TBC1D2
AF318370, AK124772, BC028918, BC071978,
2.11



NM_018421


TCEA3
AY540752, NM_003196
2.21


TCF2
NM_000458
2.05


TCP1
NM_030752
−2.98


TEGT
NM_003217
−2.29


TFDP1
NM_007111
−2.66


TGM6
AF540970, NM_198994
2.24


TH1L
AJ238379, AK023310, NM_198976
−3.38


THEM2
NM_018473
2.81


THOC4
NM_005782
−3.1


TIGD5
BC032632, NM_032862
4.05


TIMM17B
BC091473, NM_005834
−2.65


TIMM50
CR617826, NM_001001563
−4.13


TIMP1
BC000866, NM_003254
−2.69


TKT
BC002433, NM_001064
−3.34


TM4SF5
NM_003963
2.91


TMEM49
NM_030938
−2.88


TMPRSS11E
AF064819, NM_014058
2.27


TNFAIP2
NM_006291
2.37


TOMM22
NM_020243
−4.55


TOMM70A
NM_014820
−2.27


TOP1
NM_003286
2.36


TPM3
AK056889, AK056921, AK092712, BC072428,
−3.5



BX648485, NM_153649


TPST2
NM_001008566
−2.27


TRIM28
BC052986, NM_005762
−3.66


TRIM6
CR749260, NM_001003818, NM_058166
2.37


TRIP3
NM_004773
−2.48


TRPM4
AJ575813, AY297046, NM_017636
2.78


TSC
BC015221, NM_017899
−2.77


TSK
NM_015516
3


TTC11
NM_016068
−3.32


TTC19
AK025958, AK056878, NM_017775
−2.46


TUBA6
NM_032704
−2.67


TUBB
BC007605, NM_178014
−3.23


TUFM
BC001633, NM_003321, S75463
−3.29


U16258
U16258
2.05


U5-116KD
BC002360, NM_004247
−2.96


U78723
U78723
−2.57


UBADC1
NM_016172
−2.64


UBE1
AK097343, NM_003334, X52897
−3.72


UBE2L3
NM_003347
−3.22


UBE2M
NM_003969
−3.39


UBE2NL
NM_001012989
−2.88


UBE2S
NM_014501
−3.25


UBE4B
AF043117, BC093696, NM_006048
3.16


UGP2
NM_001001521, NM_006759
−2.35


UNC5B
AY126437, NM_170744
2.19


UNQ473
NM_198477
2.52


UNQ9391
NM_198464
2.19


UQCRC1
CR618343, NM_003365
−2.35


UQCRC2
NM_003366
−3.57


URP2
NM_031471, NM_178443
3.55


UVRAG
NM_003369
2.65


UXT
NM_004182, NM_153477
−2.31


VAMP8
NM_003761
−2.61


VAPB
AF086629, AK127252, AK128422, NM_004738
2.4


VDAC1
NM_003374
−4.67


VDAC2
BC000165, L08666, NM_003375
−3.64


VGLL4
NM_014667
−3.21


VIM
AK093924, NM_003380
−2.71


VIP
NM_003381, NM_194435
2.29


WDR58
AK075330, BC050674, NM_024339
−2.02


WDR60
BC014491, NM_018051
2.42


WDR61
NM_025234
−2.93


WIG1
AK122768, NM_022470
−2.21


XAB2
BC007208, NM_020196
5.29


XRCC6
AK055786, CR456492, NM_001469
−3.91


Y00638
Y00638
−3


YWHAE
NM_006761
−2.37


YWHAH
BC003047, NM_003405
−3.07


ZBTB1
BC050719, NM_014950
2.05


ZDHHC8
AK131238, BC053544, NM_013373
2.37


ZKSCAN1
NM_003439
−2.32


ZNF167
NM_025169
2.2


ZNF207
BC002372, BC008023, CR616570, NM_003457
−3.31


ZNF323
BC008490, NM_030899, NM_145909
2.53


ZNF407
NM_017757
2.31


ZNF436
NM_030634
2.88


ZSWIM4
AK024452
2


ZYX
NM_003461
−2.87





Negative fold change values in Table 13 indicate a reduction in mRNA levels for a given gene compared to that observed for the negative controls.






Example 10
Delivery of Synthetic hsa-let-7 Inhibits Proliferation of Lung Cancer Cells

The inventors have previously demonstrated that hsa-let-7 is involved in the regulation of numerous cell activities that represent intervention points for cancer therapy and for therapy of other diseases and disorders (U.S. patent application Ser. No. 11/141,707 filed May 31, 2005 and Ser. No. 11/273,640 filed Nov. 14, 2005). For example, depending on the cell type, overexpression of hsa-let-7 may increase or decrease the proliferation and/or viability of certain normal or cancerous cell lines, and overexpression of let-7 in cells may also induce a significant shift toward or away from a specific stage of the cell cycle.


The development of effective therapeutic regimens requires evidence that demonstrates efficacy and utility of the therapeutic in various cancer models and multiple cancer cell lines that represent the same disease. The inventors assessed the therapeutic effect of hsa-let-7 for lung cancer by measuring cellular proliferation using six non-small cell lung cancer (NSCLC) cell lines, including cells derived from lung adenocarcinoma (A549, H838, Calu-3, HCC2935), cells derived from lung squamous cell carcinoma (H226), and cells derived from lung adenosquamous cell carcinoma (H596). The inventors also measured proliferation of cells derived from lung large cell carcinoma (H460). Cancer cell lines were obtained from the American Type Culture Collection (Manassas, Va., USA). Synthetic hsa-let-7b, hsa-let-7c, or hsa-let-7g (Pre-miR™-hsa-let-7, Ambion cat. no. AM17100) or negative control (NC) miRNA (Pre-miR™ microRNA Precursor Molecule-Negative Control #2; Ambion cat. no. AM17111) was delivered via lipid-based transfection into A549, H838, Calu-3, HCC2935, and H460 cells and via electroporation into H226 cells. Lipid-based reverse transfections were carried out in triplicate according to a published protocol (Ovcharenko et al., 2005) and the following parameters: 5000-12000 cells per 96 well, 0.1-0.2 μl Lipofectainine™ 2000 (cat. no. 11668-019, Invitrogen Corp., Carlsbad, Calif., USA) in 20 μl OptiMEM (Invitrogen), 30 nM final concentration of miRNA in 100 μl. A549, H838, H460, H596 and HCC2935 cells were harvested 72 hours post transfection to evaluate cellular proliferation; Calu-3 cells were analyzed 10 days post transfection. Proliferation assays were performed using Alamar Blue (Invitrogen) following the manufacturer's instructions. As a control for inhibition of cellular proliferation, siRNA against the motor protein kinesin 11, also known as Eg5, was used. Eg5 is essential for cellular survival of most eukaryotic cells and a lack thereof leads to reduced cell proliferation and cell death (Weil et al., 2002). siEg5 was used in lipid-based transfection following the same experimental parameters that apply to miRNA. The inventors also used a topoisomerase II inhibitor, etoposide, at a final concentration of 10 μM and 50 μM as an internal standard for the potency of miRNAs. Etoposide is an FDA-approved topoisomerase II inhibitor in the treatment of lung cancer. IC50 values for various lung cancer cells have been reported to range between <1-25 μM for SCLC and NSCLC cells (Ohsaki et al., 1992; Tsai et al., 1993). Percent (%) proliferation values from the Alamar Blue assay were normalized to values from cells treated with negative control miRNA (NC). Percent proliferation of hsa-let-7 treated cells relative to cells treated with negative control miRNA (100%) are shown below in Table 14 and in FIG. 1.


Delivery of hsa-let-7b, hsa-let-7c or hsa-let7g inhibits cellular proliferation of lung cancer cells A549, H838, Calu-3, HCC2935, H596, and H460 (Table 14 and FIG. 1). The inhibitory activity of the three let-7 members, hsa-let-7b, hsa-let-7c, and hsa-let-7g, were similar in all cell lines tested, suggesting a redundant role for these miRNAs. On average, hsa-let-7 inhibits cellular proliferation by 26% (Table 14 and FIG. 1). Hsa-let-7b, hsa-let-7c and hsa-let-7g have maximal inhibitory activity in H460 cells, reducing proliferation by 68%, 37%, and 43%, respectively. The growth-inhibitory activity of hsa-let-7 is comparable to that of etoposide at concentrations>10 μM. Since hsa-let-7 induces a therapeutic response in all lung cancer cells tested, hsa-let-7 may provide therapeutic benefit to patients with lung cancer and other malignancies.


The inventors determined sensitivity and specificity of hsa-let-7 by administering hsa-let-7b or negative control miRNA to H460 cells at increasing concentrations, ranging from 0 pM to 3000 pM (Table 15 and FIG. 2). Delivery of miRNA and assessment of cellular proliferation were done as described above. Proliferation values from the Alamar Blue assay were normalized to values obtained from mock-transfected cells (0 pM=100% proliferation). Increasing amounts of negative control miRNA (NC) had no effect on cellular proliferation of H460 cells (Table 15 and FIG. 2). In contrast, the growth-inhibitory phenotype of hsa-let-7b is dose-dependent and correlates with increasing amounts of hsa-let-7b (Table 15 and FIG. 2). Hsa-let-7b induces a specific therapeutic response at concentrations as low as 300 pM.









TABLE 14







Percent (%) proliferation of lung cancer cell lines treated with hsa-let-7, Eg5-specific siRNA (siEg5), etoposide, or negative control miRNA (NC).



















etoposide
etoposide
NC



hsa-let-7b
hsa-let-7c
hsa-let-7g
siEg5
(10 μM)
(50 μM)
(30 nM)






















% prolif-
%
% prolif-
%
% prolif-
%
% prolif-
%
% prolif-
%
% prolif-
%
% prolif-
%


Cells
eration
SD
eration
SD
eration
SD
eration
SD
eration
SD
eration
SD
eration
SD
























A549
69.05
10.53
72.31
11.31
86.00
7.93
37.84
1.06
49.13
2.55
42.18
3.57
100.00
19.53


H460
31.74
1.44
62.75
8.68
57.27
3.92
27.97
0.33
32.13
1.14
27.82
0.58
100.00
2.52


H838
82.75
7.49
88.00
7.21
84.87
6.57
69.14
4.15
89.71
6.17
36.97
0.62
100.00
7.74


H596
86.16
5.56
81.09
0.85
77.41
0.91
83.48
2.82
88.75
1.11
73.39
2.67
100.00
1.89


Calu-3
71.34
4.42
76.03
4.17
78.47
3.78
34.59
1.33
20.81
0.19
13.53
0.64
100.00
5.54


HCC2935
79.79
1.58
77.22
3.91
70.37
3.41
63.61
6.12
n.d.
n.d.
n.d.
n.d.
100.00
13.92





Values are normalized to values obtained from cells transfected with negative control miRNA (100% proliferation).


NC, negative control miRNA;


siEg5, Eg5-specific siRNA;


% SD, standard deviation;


n.d., not determined.













TABLE 15







Dose-dependent inhibition of cellular proliferation


of H460 lung cancer cell lines by hsa-let-7b.










miRNA













hsa-let7b

NC












Concentration
%
%
%
%


[pM]
proliferation
SD
proliferation
SD














0
100.00
8.84
100.00
8.84


3
108.28
0.92
107.60
0.79


30
101.96
1.14
108.04
1.46


300
74.14
1.32
106.99
4.74


3000
27.76
1.54
91.41
2.14





Values are normalized to values obtained from mock-transfected cells (0 pM miRNA). NC, negative control miRNA; % SD, standard deviation.






To evaluate the inhibitory phenotype of hsa-let-7 over an extended period of time, the inventors conducted growth curve experiments in the presence of hsa-let-7 for up to 21 days with H226 cells. Since in vitro transfections of naked interfering RNAs, such as synthetic miRNA, are transient by nature and compromised by the dilution of the oligonucleotide during ongoing cell divisions, hsa-let-7b was administered at multiple time points via electroporation (Bartlett et al., 2006, Bartlett et al., 2007). Equal numbers of H226 cells were electroporated with 1.6 μM synthetic hsa-let-7b (Pre-miR™-hsa-let-7b, Ambion cat. no. AM17100) or negative control miRNA (Pre-miR™ microRNA Precursor Molecule-Negative Control #2; Ambion cat. no. AM17111) using a Gene Pulser Xcell™ electroporation system (BioRad Laboratories, Inc.; Hercules, Calif., USA) (day 0) with the following settings: >0−20×106 cells with 5 μg hsa-let-7b in 200 μl OptiMEM (Invitrogen) (1.6 μM miRNA), square wave pulse at 250 V for 5 ms. Electroporated cells (106) were seeded and propagated in regular growth medium. On days 6, 10, and 17, cells were repeatedly harvested, counted, and electroporated with 1.6 μM hsa-let-7b or negative control miRNA. After electroporation on day 6, all cells were re-seeded onto culture dishes. On days 10 and 17, 50% (cells treated with hsa-let-7b) or 25% (cells treated with negative control miRNA) of the actual cell count was electroporated and propagated to accommodate exponential cell growth. Cell counts from these electroporation events were extrapolated and plotted on a linear scale.


As shown in FIG. 3, four equal doses of synthetic hsa-let-7b miRNA over 21 days in 4-7 day intervals resulted in an approximate 85% inhibition of H226 cell growth relative to cells that received negative control miRNA. The data suggest that multiple administrations of hsa-let-7b enhance the therapeutic effect of let-7 miRNA and reinforce previous data, indicating the therapeutic potential of hsa-let-7 miRNA.


Example 11
hsa-let-7, in Combination with Specific Human Micro-RNAs, Synergistically Inhibits Proliferation of Lung Cancer Cell Lines

miRNAs function in multiple pathways controlling multiple cellular processes. Cancer cells frequently show aberrations in several different pathways, which determine their oncogenic properties. Therefore, administration of multiple miRNAs to cancer patients may result in a superior therapeutic benefit over administration of a single miRNA. The inventors assessed the efficacy of pair-wise miRNA combinations, administering hsa-let-7b, hsa-let-7c or hsa-let-7g concurrently with either hsa-miR-34a, hsa-miR-124a, hsa-miR-126 or hsa-miR-147 (Pre-miR™ miRNA, Ambion cat. no. AM17100). H460 lung cancer cells were transiently reverse-transfected in triplicates with each miRNA at a final concentration of 300 μM, resulting in 600 pM of total oligonucleotide. For negative controls, 600 pM of Pre-miR™ microRNA Precursor Molecule-Negative Control #2 (Ambion cat. no. AM17111) were used. To correlate the effect of various combinations with the effect of the sole miRNA, each miRNA at 300 μM was also combined with 300 pM negative control miRNA. Reverse transfections used the following parameters: 7,000 cells per 96 well, 0.15 μl Lipofectamine™ 2000 (Invitrogen) in 20 μl OptiMEM (Invitrogen), 100 μl total transfection volume. As an internal control for the potency of miRNA, etoposide was added at 10 μM and 50 μM to mock-transfected cells, 24 hours after transfection for the following 48 hours. Cells were harvested 72 hours after transfection and subjected to Alamar Blue assays (Invitrogen). Percent proliferation values from the Alamar Blue assay were normalized to those obtained from cells treated with 600 pM negative control miRNA. Data are expressed as % proliferation relative to negative control miRNA-treated cells (Table 16.).


Transfection of 300 pM hsa-let-7 reduces proliferation of H460 cells by 30.57% (Table 16 and FIG. 4). Additive activity of pair-wise combinations (e.g. hsa-let-7 plus hsa-let-7g) is defined as an activity that is greater than the sole activity of each miRNA (e.g., the activity of hsa-let-7b plus hsa-miR-126 is greater than that observed for hsa-let-7b plus NC and the activity of hsa-let-7b plus hsa-miR-126 is greater than that observed for hsa-miR-126 plus NC). Synergistic activity of pair-wise combinations is defined as an activity that is greater than the sum of the sole activity of each miRNA (e.g., the activity of hsa-let-7b plus hsa-miR-34a is greater than that observed for the sum of the activity of hsa-let-7b plus NC and the activity of hsa-miR-34a plus NC). The data indicate that hsa-let-7c or hsa-let-7g combined with either hsa-miR-34a, hsa-miR-124a, hsa-miR-126, hsa-miR-147, or hsa-let-7b results in synergistic activity (Table 16 and FIG. 4). Therefore, administering combinations of hsa-let-7 with other miRNAs to cancer patients may induce a superior therapeutic response in the treatment of lung cancer. The combinatorial use of miRNAs represents a potentially useful therapy for cancer and other diseases.









TABLE 16







Cellular proliferation of H460 lung cancer cells in the


presence of pair-wise hsa-let-7 miRNA combinations.











%
%



miRNA [300 pM] + miRNA [300 pM]
Proliferation
SD
Effect













NC + NC
100.00
1.45



NC + miR-34a
99.58
1.66


NC + miR-124a
69.43
1.38


NC + miR-126
89.46
2.27


NC + miR-147
76.97
1.46


NC + let-7b
74.92
3.38


NC + let-7c
86.74
2.28


NC + let-7g
91.41
3.26


miR-34a + let-7b
64.85
3.50
S


miR-34a + let-7c
76.41
3.81
S


miR-34a + let-7g
73.83
2.85
S


miR-124a + let-7b
39.77
7.61
S


miR-124a + let-7c
37.35
3.08
S


miR-124a + let-7g
35.15
0.84
S


miR-126 + let-7b
68.76
5.89
A


miR-126 + let-7c
57.03
5.15
S


miR-126 + let-7g
61.89
3.27
S


miR-147 + let-7b
56.55
3.85
A


miR-147 + let-7c
60.74
0.60
S


miR-147 + let-7g
56.19
2.95
S


let-7b + let-7c
48.07
3.75
S


let-7b + let-7g
43.19
1.71
S


let-7c + let-7g
59.85
6.70
S


Etoposide (10 μM)
20.19
1.89


Etoposide (50 μM)
14.94
0.31





Values are normalized to values obtained from cells transfected with 600 pM negative control (NC) miRNA. SD, standard deviation S; synergistic effect; A, additive effect.






Example 12
Delivery of Synthetic hsa-let-7 Inhibits Tumor Growth of Lung Cancer Cells in Mice

The inventors assessed the growth-inhibitory activity of hsa-let-7b in human lung cancer xenografts grown in immunodeficient mice. Hsa-let-7b was delivered into A549 lung cancer cells via electroporation using the Gene Pulser Xcell™ (BioRad) with the following settings: 15×106 cells with 5 μg miRNA in 200 μl OptiMEM, square wave pulse at 150 V for 10 ms. As a negative control, A549 cells were electroporated with negative control (NC) miRNA (Pre-miR™ microRNA Precursor Molecule-Negative Control #2; Ambion cat. no. AM17111) as described above. To assess the anti-oncogenic activity of hsa-let-7b, a group of 4 animals was injected with A459 cells. Electroporated cells (5×106) were mixed with BD Matrigel™, (BD Biosciences; San Jose, Calif., USA; cat. no. 356237) in a 1:1 ratio and injected subcutaneously into the flank of NOD/SCID mice (Charles River Laboratories, Inc.; Wilmington, Mass., USA) (day 0). NC miRNA-treated cells were injected into the opposite flank of the same animal to control for animal-to-animal variability. Once tumors reached a measurable size (day 12), the length and width of tumors were determined daily or every other day for up to 18 days. Tumor volumes were calculated using the formula, Volume=length X width X width/2, in which the length is greater than the width. Tumor volumes derived from NC-treated cells and hsa-let-7b-treated cells were averaged and plotted over time (FIG. 5). Data points with p values<0.05, indicating statistical significance, are indicated by asterisks (days 12-19).


Administration of hsa-let-7b into the A549 lung cancer xenografts inhibited tumor growth in vivo (FIG. 5). Cancer cells that received negative control miRNA developed tumors more rapidly than cells treated with hsa-let-7b. Administration of hsa-let-7b into A549 cells suppressed and delayed the onset of tumor growth.


These data suggest that hsa-let-7 represents a particularly useful candidate in the treatment of lung cancer and potentially other diseases.


REFERENCES

The following references, to the extent that they provide exemplary procedural or other details supplementary to those set forth herein, are specifically incorporated herein by reference.

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Claims
  • 1. A method of modulating gene expression in a lung cancer cell of a subject having or suspected of having lung cancer comprising administering to the cancer cell an amount of an isolated nucleic acid comprising a let-7 nucleic acid sequence in combination with an isolated nucleic acid comprising a miR-34, a miR-124, a miR-126, or miR-147 nucleic acid sequence in an amount sufficient to inhibit proliferation of the lung cancer cell and treat the subject.
  • 2.-7. (canceled)
  • 8. The method of claim 1, wherein the let-7 nucleic acid comprises at least one of hsa-let-7a-1, hsa-let-7a-2, hsa-let-7a-3, hsa-let-7b, hsa-let-7c, hsa-let-7d, hsa-let-7e, hsa-let-7f-1, hsa-let-7f-2, hsa-let-7g, hsa-let-71, or a segment thereof.
  • 9. The method of claim 1, wherein the let-7 nucleic acid is an inhibitor of let-7 function.
  • 10. (canceled)
  • 11. (canceled)
  • 12. The method of claim 1, wherein the isolated let-7 nucleic acid and the miR-34, the miR-124, the miR-126, or the miR-147 nucleic acids are recombinant nucleic acids.
  • 13. The method of claim 12, wherein the recombinant nucleic acid is RNA.
  • 14. The method of claim 12, wherein the recombinant nucleic acid is DNA.
  • 15. The method of claim 14, wherein the recombinant nucleic acid comprises a let-7 expression cassette.
  • 16. (canceled)
  • 17. The method of claim 1, wherein the let-7 nucleic acid and the miR-34, the miR-124, the miR-126, or the miR-147 nucleic acids are synthetic nucleic acid.
  • 18.-34. (canceled)
Priority Claims (1)
Number Date Country Kind
PCT/US07/87037 Dec 2007 US national
Parent Case Info

This application claims priority to U.S. provisional application No. 60/882,728 filed Dec. 29, 2006 and PCT application PCT/US07/87037, filed Dec. 10, 2007, both of which are incorporated herein by reference in their entirety. This application is related to U.S. patent application Ser. No. 11/141,707 filed May 31, 2005 and Ser. No. 11/273,640 filed Nov. 14, 2005, each of which is incorporated herein by reference in its entirety.

Provisional Applications (4)
Number Date Country
60882728 Dec 2006 US
60683736 May 2005 US
60649634 Feb 2005 US
60627171 Nov 2004 US
Divisions (1)
Number Date Country
Parent 11273640 Nov 2005 US
Child 13190232 US
Continuations (2)
Number Date Country
Parent 11967639 Dec 2007 US
Child 13440743 US
Parent 13190232 Jul 2011 US
Child 11967639 US