TARGET GENES FOR CANCER THERAPY

Information

  • Patent Application
  • 20120252028
  • Publication Number
    20120252028
  • Date Filed
    August 16, 2010
    14 years ago
  • Date Published
    October 04, 2012
    12 years ago
Abstract
The invention provides new gene targets for cancer chemotherapy, their use in assays for identifying new small molecule cancer chemotherapeutic agents, methods for inhibiting cancer cell growth comprising contacting a cell with a gene expression blocking agent that inhibits the expression of such genes and methods for therapeutic treatment of cancer in a mammal, comprising administering to the mammal such a gene expression blocking agent. A preferred gene target is coatomer protein zeta-1 subunit (COPZ1).
Description
BACKGROUND OF THE INVENTION

1. Field of the Invention


The invention relates to the discovery of new targets for cancer chemotherapy and to the discovery of new small molecule cancer chemotherapeutics effective against such targets.


2. Summary of the Related Art


There has been much interest in the identification of genes that are essential for cancer cell growth. Such genes can be used as targets for the treatment of cancer. One approach to identifying such genes utilizes expression selection of Transdominant Genetic Inhibitors (TGIs) that inhibit the growth of carcinoma cells in vitro. TGIs are represented by Genetic Suppressor Elements (GSEs) and small hairpin RNA (shRNA) templates. GSEs are biologically active cDNA fragments that interfere with the function of the gene from which they are derived. GSEs may encode antisense RNA molecules that inhibit gene expression or peptides that interfere with the function of the target protein as dominant inhibitors (Holzmayer et al., 1992; Roninson et al., 1995). shRNA templates are small (19-21 bp) cDNA fragments, cloned into an expression vector in the form of inverted repeats and giving rise upon transcription to shRNAs, which are processed by cellular enzymes into double-stranded RNA duplexes, short interfering RNA (siRNA) that cause degradation of their cDNA target via RNA interference (RNAi) (Boutros and Ahringer, 2008). General strategies for the isolation of biologically active TGIs involves the use of expression libraries that express GSEs or shRNAs derived from either a single gene, or several genes, or all the genes expressed in a cell. These libraries are then introduced into recipient cells, followed by selection for the desired phenotype and the recovery of biologically active GSEs, which should be enriched in the selected cells.


Genes that are required for the growth of the recipient cells are expected to give rise to TGIs that would inhibit cell proliferation. Such TGIs can be isolated through negative selection techniques, such as bromodeoxyuridine (BrdU) suicide selection (Stetten et al., 1977). The applicability of this approach to the isolation of growth-inhibitory GSEs was demonstrated by Pestov and Lau (Pestov and Lau, 1994) and Primiano et al. (Primiano et al., 2003). Pestov et al. used an isopropyl-β-thio-galactoside (IPTG)-inducible plasmid expression vector to isolate cytostatic GSEs from a mixture of 19 cDNA clones of murine genes associated with the G0/G1 transition, using the BrdU suicide selection protocol. Through this approach, Pestov and Lau found that three of the genes in their mixture gave rise to growth-inhibitory GSEs. Primiano et al. (2003) used a GSE library derived from normalized (reduced-redundance) cDNA of human MCF7 breast carcinoma cells and cloned into an IPTG-inducible retroviral vector to isolate GSEs that allow MDA-MB-231 human breast carcinoma cells to survive BrdU suicide selection. That study yielded biologically active GSEs from 57 human genes, potential targets for breast cancer therapy.


There remains a need for the identification of new gene targets for cancer therapy.


BRIEF SUMMARY OF THE INVENTION

The invention relates to the discovery of new gene targets for cancer chemotherapy and to the discovery of new small molecule cancer chemotherapeutics effective against such targets. The invention provides new gene targets for cancer chemotherapy, their use in assays for identifying new small molecule cancer chemotherapeutic agents, methods for inhibiting cancer cell growth comprising contacting a cell with a gene expression blocking agent that inhibits the expression of such genes and methods for therapeutic treatment of cancer in a mammal, comprising administering to the mammal such a gene expression blocking agent.


In a first aspect, the invention provides a method for identifying a small molecule anti-cancer compound, the method comprising (a) culturing a mammalian cell in the presence of a test compound; (b) culturing the mammalian cell in the absence of the test compound; (c) assaying the cells from (a) and (b) for the expression or activity of a nucleic acid or its encoded protein selected from the group of nucleic acids identified in Table 1; and (d) identifying the test compound as an anti-cancer compound if the expression or activity of the nucleic acid or its encoded protein is greater in cells cultured as in (b) than in cells cultured as in (a). In certain preferred embodiments, the nucleic acid is selected from the nucleic acids identified in Tables 2, 4, 5 and 6. In particularly preferred embodiments, the nucleic acid is selected from the nucleic acids identified in Tables 2 and 6.


More generally, in a second aspect, the method provides the use, in an assay for identifying a cancer chemotherapeutic small molecule compound, of a recombinant nucleic acid comprising a nucleic acid selected from the nucleic acids identified in Tables 2 and 6.


In a third aspect, the invention provides a method for inhibiting cancer cell growth, comprising inhibiting the expression of a nucleic acid selected from the nucleic acids identified in Tables 2 and 6.


In a fourth aspect, the invention provides a method for therapeutically treating a mammal having cancer, comprising administering to the mammal a gene expression blocking agent that inhibits the expression of a nucleic acid selected from the nucleic acids identified in Tables 2 and 6.


In a fifth aspect, the invention provides a method for selectively inhibiting the growth of cancer cells comprising selectively inhibiting expression or function of coatomer protein zeta-1 subunit gene (COPZ1) or its encoded CopI-ζ1 protein, respectively.


In a sixth aspect, the invention provides a method for identifying a selective small molecule inhibitor or peptide inhibitor of COPZ1 expression comprising: (a) culturing a mammalian cell comprising a recombinant DNA construct comprising a first reporter gene operatively associated with a COPZ1 promoter and a second reporter gene operatively associated with a COPZ2 promoter in the presence of a test compound; (b) culturing the mammalian cell in the absence of the test compound; (c) assaying the cells from (a) and (b) for the expression or activity of the first reporter gene and the second reporter gene, or their encoded proteins; and (d) identifying the test compound as a selective small molecule inhibitor of COPZ1 expression if the expression or activity of the first reporter gene or its encoded protein is inhibited to a greater extent than the expression or activity of the second reporter gene or its encoded protein in cells cultured as in (a), but not in cells cultured as in (b).


In a seventh aspect, the invention provides a method for identifying a selective small molecule inhibitor or peptide inhibitor of CopI-ζ1 protein comprising: (a) providing purified CopI-ζ1 protein and purified CopI-ζ1 protein in the presence of a test compound to allow an interaction of an assayable magnitude between the purified CopI-ζ1 protein and the purified CopI-γ protein; (b) providing purified CopI-ζ2 protein and purified CopI-γ protein in the absence of the test compound to allow an interaction of an assayable magnitude between the purified CopI-ζ1 protein and the purified CopI-γ protein; (c) providing purified CopI-ζ2 protein and purified CopI-ζ1 protein in the presence of the test compound to allow an interaction of an assayable magnitude between the purified CopI-ζ2 protein and the purified CopI-γ protein; (d) providing purified CopI-ζ2 protein and purified CopI-γ protein in the absence of the test compound to allow an interaction of an assayable magnitude between the purified CopI-ζ2 protein and the purified CopI-γ protein; (e) assaying the magnitude of the interaction between purified CopI-ζ1 protein and purified CopI-γ protein in steps (a) and (b); (0 assaying the magnitude of the interaction between purified CopI-ζ2 protein and purified CopI-γ protein in steps (c) and (d); and (g) identifying the test compound as a selective inhibitor of CopI-ζ1 protein if the magnitude of the interaction is lesser in step (a) than in step (c), but the magnitude of the interaction in step (b) is not lesser than the magnitude of the interaction in step (d).


In an eighth aspect, the invention provides a method for identifying a selective small molecule inhibitor or peptide inhibitor of cancer cell growth, the method comprising providing a computer model in the form of three-dimensional structural coordinates of CopI-ζ1 protein, providing three dimensional structural coordinates of a candidate compound, using a docking program to compare the three dimensional structural coordinates of the CopI-ζ1 protein with the three dimensional structural coordinates of the compound and calculate an energy-minimized conformation of the candidate compound in the CopI-ζ1 protein, and evaluating an interaction between the candidate compound and the CopI-ζ1 protein to determine binding affinity of the compound for the CopI-ζ1 protein, wherein the candidate compound is identified as a compound that selectively inhibits cancer cell growth if it has a binding affinity for the CopI-ζ1 protein site of at least 10 μM.


In a ninth aspect, the invention provides a method for determining whether a cancer in an individual is responsive to treatment by selectively inhibiting expression or function of COPZ1 or CopI-ζ1 protein, respectively, comprising obtaining cancer cells from the individual, assaying the expression of COPZ2 and/or mIR-152 in the cancer cells, and determining that the cancer in an individual is responsive to treatment by selectively inhibiting expression or function of COPZ1 or CopI-ζ1 protein, respectively, if the expression of COPZ2 and/or mIR-152 in the cancer cells is lower than in normal cells.





BRIEF DESCRIPTION OF THE DRAWINGS


FIG. 1 shows a scheme for shRNA library construction from a normalized cDNA fragment (GSE) library of MCF7 cells.



FIG. 2 shows testing of gene targets enriched by shRNA selection for BrdU suicide. Panel A shows the analysis of 22 targets that were enriched by shRNA selection; panel B shows the analysis of 12 targets that were unaffected by BrdU suicide selection.



FIG. 3 shows testing of gene targets enriched by GSE selection for BrdU suicide. The analysis was conducted as in FIG. 2. Growth-inhibitory activity of siRNAs was tested in HT1080 fibrosarcoma (A), T24 bladder carcinoma (B), and MDA-MB-231 breast carcinoma cells (C).



FIG. 4 shows results of depletion of COPI subunits in PC3 cells by transfection of the corresponding siRNAs. Panel A shows GFP-LC3 localization analyzed by indirect immunofluorescence with anti-GM 130 antibodies. Scale bar 10 μM. Panel B shows GFP-LC3 electrophoretic mobility analyzed in parallel to (A) by immunoblotting with anti-GFP antibody.



FIG. 5 shows effects of COPI protein knockdown on growth of tumor and normal cell lines transfected with siRNAs targeting the indicated COPI genes. Bars represents means of 3 independent transfections.



FIG. 6 shows results of depletion of the indicated COPI proteins in PC3 and BJ-hTERT cells by siRNA transfection. Bars represents means of 6 independent transfections+/−SD.



FIG. 7 shows that expression of COPZ2 gene is downregulated in transformed cell lines. Panel A shows QPCR analysis of expression of the indicated COPI genes in BJ-hTERT cells and tumor cell lines. Bars represents expression relative to BJ-hTERT. Panel B shows QPCR analysis of expression of the indicated COP1 genes in immortalized normal BJ-EN fibroblasts and their transformed derivates. Bars represent expression relative to BJ-EN.



FIG. 8 shows expression of COPZ1 and COPZ2 genes in normal tissues and tumor cell lines analyzed by QPCR in (A) indicated normal tissues, (B) a panel of tumor cell lines, (C) melanoma cell lines and normal melanocytes.



FIG. 9 shows that overexpression of COPZ2 protects PC3 cells from the growth-inhibitory effect of COPZ1 knockdown. Panel A shows results of immunobloting in lentivirus-transduced PC3 cells, using anti-FLAG, anti-COPZ1 and anti-COPZ2 antibodies. Panel B shows effects of the knockdown of COPI proteins expression with the indicated siRNAs on the proliferation of PC3 cells infected with control vector (PC3-Lenti6-Flag), COPZ1 (PC3-COPZ1-FL) or COPZ2 (PC3-COPZ2-FL) expressing vectors. siRNAs obtained from Qiagen or Thermo Scientific are marked as Q or DH. Bars represent means of 6 independent transfections+/−SD.



FIG. 10 shows that simultaneous knockdown of both COPZ1 and COPZ2 inhibits growth of BJ-hTERT fibroblasts. Panel A shows analysis of knockdown efficacy by QPCR. Bars represents expression levels of the COPA, COPZ1 and COPZ2 mRNAs in cells transfected with the indicated siRNAs relative to the cells transfected with control siRNA. Panel B shows effects of the knockdown of COPI proteins expression with the indicated siRNAs on the proliferation of BJ-HTERT cells. Bars represent means of 6 independent transfections+/−SD.



FIG. 11 shows that knockdown of COPA and simultaneous knockdown of COPZ1 and COPZ2 in BJ-hTERT cells results in accumulation of autophagosomes and dispersion of Golgi. Panel A shows GFP-LC3 localization analyzed by GFP fluorescence and Golgi analyzed by indirect immunofluorescence with anti-GM130 antibodies. Scale bar 10 μM. Panel B shows GFP-LC3 electrophoretic mobility analyzed in parallel to (A) by immunoblotting with anti-GFP antibody.



FIG. 12 shows expression of miR-152 in the indicated tumor cell lines and BJ-HTERT cells measured by QPCR. Bars represent miR-152 expression relative to miR-152 level in BJ-hTERT cells.





DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS

The invention relates to the discovery of new gene targets for cancer chemotherapy and to the discovery of new small molecule cancer chemotherapeutics effective against such targets. The invention provides new gene targets for cancer chemotherapy, their use in assays for identifying new small molecule cancer chemotherapeutic agents, methods for inhibiting cancer cell growth comprising contacting a cell with a gene expression blocking agent that inhibits the expression of such genes and methods for therapeutic treatment of cancer in a mammal, comprising administering to the mammal such a gene expression blocking agent.


The references cited herein reflect the level of knowledge in the art and are hereby incorporated by reference in their entirety. Any conflicts between the teachings of the cited references and the present specification shall be resolved in favor of the latter.


The present inventors have used both GSE and shRNA libraries constructed in tetracycline/doxycline-inducible lentiviral vectors, to select for growth-inhibitory TGIs in several types of human tumor cells, using BrdU suicide selection. As described below, this approach has enabled the inventors to select TGIs that are enriched through BrdU suicide selection. Subsequent testing of synthetic siRNAs against a set of genes enriched by this selection confirmed that the majority of these genes are required for cell growth. Some of the selected TGIs are derived from known oncogenes or known positive regulators of cell growth. Other TGIs are derived from known genes that had not been previously implicated in cell growth regulation. Genes that give rise to the isolated TGIs are identified as positive growth regulators of tumor cells. Such genes may therefore be considered as targets for the development of new anticancer drugs.


In a first aspect, the invention provides a method for identifying a small molecule anti-cancer compound, the method comprising (a) culturing a mammalian cell in the presence of a test compound; (b) culturing the mammalian cell in the absence of the test compound; (c) assaying the cells from (a) and (b) for the expression or activity of a nucleic acid or its encoded protein selected from the group of nucleic acids identified in Table 1; and (d) identifying the test compound as an anti-cancer compound if the expression or activity of the nucleic acid or its encoded protein is greater in cells cultured as in (b) than in cells cultured as in (a). In certain preferred embodiments, the nucleic acid is selected from the nucleic acids identified in Tables 2, 4, 5 and 6. In particularly preferred embodiments, the nucleic acid is selected from the nucleic acids identified in Tables 2 and 6. In some embodiments the expression or activity of more than one nucleic acid or its encoded protein from the tables is assayed in step (c).


More generally, in a second aspect, the method provides the use, in an assay for identifying a cancer chemotherapeutic small molecule compound, of a recombinant nucleic acid comprising a nucleic acid selected from the nucleic acids identified in Tables 2 and 6. For purposes of this aspect of the invention, “a recombinant nucleic acid comprising a nucleic acid selected from” is intended to mean the selected nucleic acid covalently linked to other nucleic acid elements that do not occur in the normal chromosomal locus of the gene. Such other nucleic acid elements may include gene expression elements, such as heterologous promoters and/or enhancers, selectable markers, reporter genes and the like. Preferably, the other nucleic acid elements allow the selected nucleic acid to be expressed in mammalian cells. Such recombinant nucleic acids may frequently be incorporated into a chromosome of the mammalian cell.


In a third aspect, the invention provides a method for inhibiting cancer cell growth, comprising inhibiting the expression of a nucleic acid selected from the nucleic acids identified in Tables 2 and 6. In preferred embodiments of this aspect of the invention, such inhibition of expression of the nucleic acid is achieved by contacting the cell with a gene expression blocking agent. For purposes of the invention, “a gene expression blocking agent” is an agent that prevents an RNA transcribed from the nucleic acid from carrying out its normal cellular function, such function being either regulatory, or being translated into a functional protein. Such prevention may be either steric, e.g., by the agent simply binding to the RNA, or may be through the destruction of the bound RNA by cellular enzymes. Representative gene expression blocking agents include, without limitation, antisense oligonucleotides, ribozymes, short interfering RNAs (siRNA), short hairpin RNAs (shRNA), microRNAs (miRNA) and the like.


In a fourth aspect, the invention provides a method for therapeutically treating a mammal having cancer, comprising administering to the mammal a gene expression blocking agent that inhibits the expression of a nucleic acid selected from the nucleic acids identified in Tables 2 and 6. Such gene expression blocking agent is administered in a therapeutically effective amount. A therapeutically effective amount is an amount sufficient to reduce or ameliorate signs and symptoms of the cancer, such as cell proliferation or metastasis.


The inventors have surprisingly discovered that COPZ1 knockdown selectively kills tumor cells relative to normal cells and the mechanism of this selectivity, which warrants the development of COPZ1-targeting drugs. Such drugs should inhibit the expression or function of COPZ1 but not COPZ2, since the inhibition of both COPZ1 and COPZ2 kills not only tumor but also normal cells. There are several approaches to selective inhibition of COPZ1 preferentially to COPZ2.


In a fifth aspect, the invention provides a method for selectively inhibiting the growth of cancer cells comprising selectively inhibiting expression or function of coatomer protein zeta-1 subunit gene (COPZ1) or its encoded CopI-ζ1 protein, respectively. “Selective inhibition of cancer cell growth” means killing or inhibiting the growth of cancer cells without killing or inhibiting the growth of normal cells.


In some embodiments, the expression of COPZ1 is inhibited by an agent selected from an siRNA, an antisense oligonucleotide, and a ribozyme, wherein the agent selectively targets mRNA encoding CopI-ζ1 protein. siRNAs and their chemically modified variants are being actively developed for therapeutic applications (Ashihara et al., 2010; Vaishnaw et al., 2010). Related approaches targeting RNA sequences that distinguish COPZ1 from COPZ2 include the use of antisense oligonucleotides (Bennett and Swayze, 2010) and ribozymes (Freelove and Zheng, 2002; Asif-Ullah et al., 2007). In some embodiments, the expression of COPZ1 is inhibited by a small molecule that selectively inhibits COPZ1 expression. The terms “selectively targets” and selectively inhibits” mean that expression of the COPZ1 gene is inhibited, but expression of the COPZ2 gene is not inhibited.


In some embodiments, the function of CopI-ζ1 protein is inhibited by a small molecule or peptide that selectively inhibits CopI-ζ1 protein. The term “selectively inhibits CopI-ζ1 protein” means that the small molecule prevents CopI-ζ1 protein from forming CopI-ζ1 protein/CopI-γ protein dimers, to a greater extent than it prevents CopI-ζ2 protein from forming CopI-ζ2 protein/CopI-γ protein dimers.


The term “small molecule” means a molecule having a molecular weight of less than about 1500 daltons. The greater extent includes at least 10-fold, at least 20-fold, at least 50-fold and at least 100-fold. A “peptide” is an oligomer of from about 3 to about 50 naturally occurring or modified amino acids, and thus also includes peptidomimetics. Such peptides may be further modified, e.g., by pegylation.


In some embodiments, the cancer cells are in the body of an individual. Thus, the invention provides a method for treating an individual having cancer, comprising selectively inhibiting in the individual expression or function of expression or function of COPZ1 gene or its encoded CopI-ζ1 protein, respectively. The method comprises administering to the individual any of the agents discussed above in an effective amount. The term “an effective amount” means an amount sufficient to inhibit cancer cell growth in vivo.


In a sixth aspect, the invention provides a method for identifying a selective small molecule inhibitor or peptide inhibitor of COPZ1 expression comprising: (a) culturing a mammalian cell comprising a recombinant DNA construct comprising a first reporter gene operatively associated with a COPZ1 promoter and a second reporter gene operatively associated with a COPZ2 promoter in the presence of a test compound; (b) culturing the mammalian cell in the absence of the test compound; (c) assaying the cells from (a) and (b) for the expression or activity of the first reporter gene and the second reporter gene, or their encoded proteins; and (d) identifying the test compound as a selective small molecule inhibitor of COPZ1 expression if the expression or activity of the first reporter gene or its encoded protein is inhibited to a greater extent than the expression or activity of the second reporter gene or its encoded protein in cells cultured as in (a), but not in cells cultured as in (b). The use of reporter gene/heterologous promoter systems to identify compounds that inhibit specific gene expression has been described previously, for example, in U.S. Pat. No. 7,235,403. A selective small molecule inhibitor of COPZ1 expression is a compound having a molecular weight of less than about 1500 daltons and which inhibits expression of the COPZ1 gene, but not the COPZ2 gene. A peptide is as described previously. A test compound can be a small molecule or a peptide. The term “inhibited to a greater extent” includes extents of at least 10-fold, at least 20-fold, at least 50-fold and at least 100-fold.


The selective small molecule inhibitors or peptide inhibitor of COPZ1 expression selectively inhibit cancer cell growth. Thus, this method is also a method for identifying a selective small molecule or peptide inhibitor of cancer cell growth. “Selective inhibition of cancer cell growth” means that the compound kills or inhibits the growth of cancer cells without killing or inhibiting the growth of normal cells.


In a seventh aspect, the invention provides a method for identifying a selective small molecule inhibitor or peptide inhibitor of CopI-ζ1 protein comprising: (a) providing purified CopI-ζ1 protein and purified CopI-γ protein in the presence of a test compound to allow an interaction of an assayable magnitude between the purified CopI-ζ1 protein and the purified CopI-γ protein; (b) providing purified CopI-ζ1 protein and purified CopI-γ protein in the absence of the test compound to allow an interaction of an assayable magnitude between the purified CopI-ζ1 protein and the purified CopI-γ protein; (c) providing purified CopI-ζ2 protein and purified CopI-γ protein in the presence of the test compound to allow an interaction of an assayable magnitude between the purified CopI-ζ2 protein and the purified CopI-γ protein; (d) providing purified CopI-ζ2 protein and purified CopI-γ protein in the absence of the test compound to allow an interaction of an assayable magnitude between the purified CopI-ζ2 protein and the purified CopI-γ protein; (e) assaying the magnitude of the interaction between purified CopI-ζ1 protein and purified CopI-γ protein in steps (a) and (b); (f) assaying the magnitude of the interaction between purified CopI-ζ2 protein and purified CopI-γ protein in steps (c) and (d); and (g) identifying the test compound as a selective inhibitor of CopI-ζ1 protein if the magnitude of the interaction is lesser in step (a) than in step (c), but the magnitude of the interaction in step (b) is not lesser than the magnitude of the interaction in step (d).


An interaction between CopI-ζ1 protein and CopI-γ protein, or between CopI-ζ1 protein and CopI-γ protein, can involve either CopI-γ1 protein or CopI-γ2 protein. The interaction results in formation of an active coatomer protein complex.


In some embodiments, the purified CopI-ζ1 protein or the purified CopI-γ protein are labeled with a fluorophore suitable for fluorescence resonance energy transfer (FRET), the CopI-ζ2 protein or the purified CopI-γ protein are labeled with a fluorophore suitable for FRET, and the magnitude of the interactions are assayed by FRET. In some embodiments, the CopI-ζ1 protein and the CopI-ζ2 protein are labeled with a different fluorophore, thereby allowing the assays to take place simultaneously in the same vessel. The use of FRET to assay protein-protein interactions has been described, for example, in Boute et al., 2002; Degorce et al., 2009.


A “selective small molecule inhibitor or peptide inhibitor of CopI-ζ1 protein” is a molecule that prevents CopI-ζ1 protein from forming CopI-ζ1 protein/CopI-γ protein dimers, to a greater extent than it prevents CopI-ζ2 protein from forming CopI-ζ2 protein/CopI-γ protein dimers. The term “small molecule” means a molecule having a molecular weight of less than about 1500 daltons. A peptide is as described previously. The greater extent includes at least 10-fold, at least 20-fold, at least 50-fold and at least 100-fold.


The selective small molecule inhibitors or peptide inhibitors of CopI-ζ1 protein selectively inhibit cancer cell growth. Thus, this method is also a method for identifying a selective small molecule inhibitor or peptide inhibitor of cancer cell growth. “Selective inhibition of cancer cell growth” means that the compound kills or inhibits the growth of cancer cells without killing or inhibiting the growth of normal cells.


In an eighth aspect, the invention provides a method for identifying a selective small molecule inhibitor or peptide inhibitor of cancer cell growth, the method comprising providing a computer model in the form of three-dimensional structural coordinates of CopI-ζ1 protein, providing three dimensional structural coordinates of a candidate compound, using a docking program to compare the three dimensional structural coordinates of the CopI-ζ1 protein with the three dimensional structural coordinates of the compound and calculate an energy-minimized conformation of the candidate compound in the CopI-ζ1 protein, and evaluating an interaction between the candidate compound and the CopI-ζ1 protein to determine binding affinity of the compound for the CopI-ζ1 protein, wherein the candidate compound is identified as a compound that selectively inhibits cancer cell growth if it has a binding affinity for the CopI-ζ1 protein site of at least 10 μM. The solution structure of CopI-ζ1 protein has been described by Yu et al., 2009.


siRNAs or other RNA-targeting drugs, inhibitors of COPZ1 expression, and molecules identified in cell-free assays (such as FRET) or predicted by computer modeling to be selective inhibitors of CopI-ζ1 function can be further tested for the expected biological effects in tumor cells. These effects include inhibition of cell proliferation, induction of cell death, disruption of Golgi and inhibition of autophagy. COPZ1-specific inhibitors inducing such biological effects in tumor cells can be considered as therapeutic candidates for further development.


In a ninth aspect, the invention provides a method for determining whether a cancer in an individual is responsive to treatment by selectively inhibiting expression or function of COPZ1 or CopI-ζ1 protein, respectively, comprising, obtaining cancer cells from the individual, assaying the expression of COPZ2 and/or mIR-152 in the cancer cells, and determining that the cancer in an individual is responsive to treatment by selectively inhibiting expression or function of COPZ1 or CopI-ζ1 protein, respectively, if the expression of COPZ2 and/or mIR-152 in the cancer cells is lower than in normal cells. The expression level in normal cells may be measured from any normal cell, meaning a cell that is not neoplastically transformed. Alternatively, a standardized signal may be provided as a surrogate for normal cell expression. Such expression may be at least 10-fold greater, at least 20-fold greater, at least 50-fold greater or at least 100-fold greater.


In the methods for treatment according to of the invention, the gene expression blocking agent may be formulated with a physiologically acceptable carrier, excipient, or diluent. Such physiologically acceptable carriers, excipients and diluents are known in the art and include any agents that are not physiologically toxic and that do not interfere with the function of the gene expression blocking agent. Representative carriers, excipients and diluents include, without limitation, lipids, salts, hydrates, buffers and the like.


Administration of the gene expression blocking agents or formulations thereof may be by any suitable route, including, without limitation, parenteral, mucosal, transdermal and oral administration.


Tables









TABLE 1







Genes giving rise to shRNA sequences enriched by BrdU selection in MDA-MB-231 cells. “Selection to infection ratio” is the


number of sequence reads for the corresponding gene in the sample from BrdU-selected cells relative to the sample from infected


unselected cells. The “enrichment factor” is the “selection to infection ratio” multiplied by the number of different


shRNA sequences for a given gene found in the BrdU-selected sample.















# of
Selection






different
to





shRNA
infection
Enrichment


Unigene_ID
Gene name
Annotation
sequences
ratio
factor















Hs#S4268117
C22orf16
Chromosome 22 open reading frame 16
1
159.76
159.76


Hs#S21296015
EPPB9
B9 protein
1
130.04
130.04


Hs#S29765129

Transcribed locus
1
107.75
107.75


Hs#S4616930
RNF121
Possibly chimeric cluster, Homo sapiens similar to
3
35.58
106.74




Tmem120b protein (LOC100133827),




mRNA.


Hs#S18251876
TFCP2L1
Ring finger protein 121
1
104.03
104.03


Hs#S2334967
ABCA1
Transcription factor CP2-like 1
1
94.74
94.74


Hs#S546732
PDSS2
ATP-binding cassette, sub-family A (ABC1),
1
92.89
92.89




member 1


Hs#S2294640


2
44.58
89.17


Hs#S1642954
KRAS

Homo sapiens v-Ki-ras2 Kirsten rat sarcoma viral

2
43.22
86.45




oncogene homolog (KRAS)


Hs#S3989858
B3GNT1
Prenyl (decaprenyl) diphosphate synthase, subunit 2
1
81.74
81.74


Hs#S1731268
LOC93622
Transcribed locus
1
78.02
78.02


Hs#S21293769

CDNA FLJ31789 fis, clone NT2R12008656
1
78.02
78.02


Hs#S4401294
LOC283575

1
76.10
76.10


Hs#S16818580

Transcribed locus
2
34.59
69.18


Hs#S4619097
HIST1H3D
Chromosome 20 open reading frame 3
6
11.12
66.71


Hs#S24527772
DTD1
CDNA FLJ40638 fis, clone THYMU2016113
1
65.23
65.23


Hs#S4367439

Transcribed locus
1
63.25
63.25


Hs#S4060493

UDP-GlcNAc:betaGal beta-1,3-N-
1
61.30
61.30




acetylglucosaminyltransferase 1


Hs#S4141000

Hypothetical gene supported by BC047417
3
20.19
60.57


Hs#S2550927

Hypothetical protein BC006130
1
59.45
59.45


Hs#S5978514
ZNF33A
Transcribed locus
1
59.45
59.45


Hs#S4613519
SSSCA1
Hypothetical protein LOC146346
1
53.37
53.37


Hs#S3521640
LOC339929
Hypothetical LOC401397
1
53.37
53.37


Hs#S14802153
GLIS3
Transcribed locus, strongly similar to
1
48.43
48.43




XP_001064372.1 similar to WW domain-containing




adapter with a coiled-coil region isoform 3 [Rattus





norvegicus]



Hs#S16884664
LOC146346
Adaptor-related protein complex 1, gamma 1 subunit
2
24.12
48.23


Hs#S33939805
LOC41397
Solute carrier family 23 (nucleobase transporters),
3
16.06
48.18




member 2


Hs#S4773912

CDC42 small effector 2
2
23.72
47.44


Hs#S10817784
ANTXR2
Ubiquitin associated domain containing 1
1
46.45
46.45


Hs#S33760083

Hypothetical protein LOC283575
1
46.44
46.44


Hs#S16818255

SH3-domain binding protein 4
3
15.45
46.36


Hs#S21275669
C1orf66

Homo sapiens actin, beta (ACTB), mRNA

3
15.32
45.96


Hs#S18152358
UBADC1
Obscurin-like 1
4
11.48
45.92


Hs#S3993852

Ring finger protein 187
3
14.83
44.48


Hs#S4613056
SYTL1
Chromosome 14 open reading frame 43
3
14.54
43.63


Hs#S3470133

Niemann-Pick disease, type C1
3
14.50
43.49


Hs#S2140044
KRAS
Histone cluster 1, H3d
1
42.73
42.73


Hs#S26336067
DHX57
DEAH (Asp-Glu-Ala-Asp/His) box polypeptide 57
1
42.50
42.50


Hs#S19132849
LOC254571
Transcribed locus, weakly similar to
1
40.52
40.52




XP_001136957.1 G protein-coupled receptor 175




isoform 1 [Pan troglodytes]


Hs#S17512792
C1orf27
BTB (POZ) domain containing 9
2
20.26
40.52


Hs#S16819291

Ubiquitin family domain containing 1
3
13.37
40.12


Hs#S16906232

PNAS-130
1
39.53
39.53


Hs#S2366249

Solute carrier family 35, member E1
2
19.60
39.20


Hs#S37583284

D-tyrosyl-tRNA deacylase 1 homolog (S. cerevisiae)
1
39.01
39.01


Hs#S16883204
UCHL5
Non-SMC condensin I complex, subunit D2
5
7.74
38.71


Hs#S4284301
FBXL2
Cleavage and polyadenylation specific factor 4,
3
12.77
38.32




30 kDa


Hs#S48391500
LOC44297
BCL2-associated athanogene
2
19.11
38.22


Hs#S5931131

Methylenetetrahydrofolate dehydrogenase (NADP+
3
12.71
38.12




dependent) 1, methenyltetrahydrofolate




cyclohydrolase, formyltetrahydrofolate synthetase


Hs#S31785054
LOC1133827
Ubiquitin carboxyl-terminal hydrolase L5
1
38.05
38.05


Hs#S18152367
TMTC1
F-box and leucine-rich repeat protein 2
1
37.76
37.76


Hs#S1731541
C7orf1
Similar to cytoplasmic beta-actin
1
37.56
37.56


Hs#S41445089

Transcribed locus
1
36.57
36.57


Hs#S11046986

IQ motif containing E
2
18.28
36.57


Hs#S22668594
FXC1
Transmembrane and tetratricopeptide repeat
1
35.58
35.58




containing 1


Hs#S2445725
RHOU
Chromosome 7 open reading frame 10
1
35.58
35.58


Hs#S2652760
MR1
CDNA FLJ34848 fis, clone NT2NE2011684, weakly
1
34.59
34.59




similar to H. sapiens mRNA for plakophilin 2a and b


Hs#S5468493
SEMA4G
Fracture callus 1 homolog (rat)
1
34.20
34.20


Hs#S39298991

Ras homolog gene family, member U
1
33.60
33.60


Hs#S2294357
GPATCH1
G patch domain containing 1
1
32.78
32.78


Hs#S15970758
LOC9661
Hypothetical gene LOC96610
1
31.96
31.96


Hs#S16820105
NDUFS5
Cyclin M4
2
15.94
31.87


Hs#S226144
LOC4443
NADH dehydrogenase (ubiquinone) Fe—S protein 5,
1
31.63
31.63




15 kDa (NADH-coenzyme Q reductase)


Hs#S1732011
NP
Similar to Phosphoglycerate mutase 1
1
31.63
31.63




(Phosphoglycerate mutase isozyme B) (PGAM-B)




(BPG-dependent PGAM 1)


Hs#S1728763
SLC35E2
Nucleoside phosphorylase
1
31.36
31.36


Hs#S15631764

Solute carrier family 35, member E2
1
30.64
30.64


Hs#S34122828
KRT39
S-adenosylhomocysteine hydrolase
4
7.51
30.05


Hs#S4614963
BRWD1

1
29.72
29.72


Hs#S34548570

Zinc finger protein 33A
1
29.72
29.72


Hs#S4262094

Sjogren's syndrome/scleroderma autoantigen 1
1
29.72
29.72


Hs#S3850280

Transcribed locus
1
29.65
29.65


Hs#S5495022
TMCO4
Transmembrane and coiled-coil domains 4
1
29.65
29.65


Hs#S14802446


Homo sapiens heat shock protein 90 kDa alpha

2
14.83
29.65




(cytosolic), class




B member 1 (HSP90AB1)


Hs#S2649948
ICT1
Nuclear cap binding protein subunit 1, 80 kDa
2
14.83
29.65


Hs#S4521257
KIF2A

1
29.16
29.16


Hs#S1824400
SCARNA12

Homo sapiens CD9 molecule (CD9)

2
14.50
28.99


Hs#S3219330

Structure specific recognition protein 1
4
7.23
28.90


Hs#S1368502


Homo sapiens immature colon carcinoma transcript

1
28.78
28.78




1 (ICT1)


Hs#S15644384
AK3
Kinesin heavy chain member 2A
1
28.73
28.73


Hs#S16885877
ITFG1
Small Cajal body-specific RNA 12
1
28.66
28.66


Hs#S2293257
AFG3L1
Transcribed locus
1
28.66
28.66


Hs#S16819731

Transcribed locus
1
28.17
28.17


Hs#S17878167
DLC1
Adenylate kinase 3
1
27.92
27.92


Hs#S15841460

Hypothetical protein LOC339929
1
27.87
27.87


Hs#S4838923

GLIS family zinc finger 3
1
27.87
27.87


Hs#S16886550

Integrin alpha FG-GAP repeat containing 1
1
27.67
27.67


Hs#S16886203

Cyclin D1
5
5.46
27.30


Hs#S4613863

Similar to CG17293-PA
2
13.59
27.18


Hs#S1474084
TMEM25
Thyroid hormone receptor, alpha (erythroblastic
3
8.99
26.96




leukemia viral (v-erb-a) oncogene homolog, avian)


Hs#S20091283
AGPS
AFG3 ATPase family gene 3-like 1 (S. cerevisiae)
1
26.85
26.85


Hs#S3973098
FTH1
Transcribed locus
1
26.69
26.69


Hs#S4618434

Deleted in liver cancer 1
1
26.69
26.69


Hs#S927697
LOC729334

1
26.01
26.01


Hs#S3478912
ZNF292
Anthrax toxin receptor 2
1
26.01
26.01


Hs#S16819818

CDNA FLJ25559 fis, clone JTH02834
1
26.01
26.01


Hs#S1615068

Transmembrane protein 25
1
25.98
25.98


Hs#S1727203

Glutamyl-prolyl-tRNA synthetase
2
12.65
25.30


Hs#S16884987
AP1G1
Alkylglycerone phosphate synthase
1
25.10
25.10


Hs#S2801073
CDC42SE2
Aprataxin
2
12.45
24.91


Hs#S24303272

Ferritin, heavy polypeptide 1
1
24.71
24.71


Hs#S4084609
TOR1A
Transcribed locus, strongly similar to
1
24.71
24.71




XP_001155109.1 similar to Cks1 protein




homologue isoform 2 [Pan troglodytes]


Hs#S14863546

Similar to ribosomal protein S6 kinase, polypeptide 1
1
24.71
24.71


Hs#S17512415

Zinc finger protein 292
1
24.71
24.71


Hs#S29633556
GPR143
Myosin phosphatase-Rho interacting protein
3
8.15
24.46


Hs#S32436017
BCDIN3
Transcribed locus
1
24.38
24.38


Hs#S4613272
MANEAL
Zinc finger and BTB domain containing 38
4
6.07
24.29


Hs#S4283880
UGT2A1

1
24.21
24.21


Hs#S3987156
ZNF67
Vacuolar protein sorting 11 homolog (S. cerevisiae)
2
12.08
24.16


Hs#S34550091

Chromosome 1 open reading frame 66
1
24.15
24.15


Hs#S24303058
ARTN

1
24.13
24.13


Hs#S4620111
LOC3936
CDNA FLJ43227 fis, clone HCHON2000212
1
23.72
23.72


Hs#S3282887

Torsin family 1, member A (torsin A)
1
23.72
23.72


Hs#S16507499
MTIF3
CDNA FLJ40436 fis, clone TESTI2039613
1
23.72
23.72


Hs#S1362510
ESCO2
Transcribed locus
1
23.72
23.72


Hs#S2650087
CNOT4

Homo sapiens tripartite motif-containing 29

3
7.91
23.72




(TRIM29)


Hs#S2943708
NBPF1
G protein-coupled receptor 143
1
23.60
23.60


Hs#S29689535
MAP3K3
Cysteine-rich protein 1 (intestinal)
3
7.84
23.51


Hs#S39704889
GOLGA5
ATP-binding cassette, sub-family C (CFTR/MRP),
3
7.82
23.46




member 3


Hs#S16887890
CSNK2A1
Bin3, bicoid-interacting 3, homolog (Drosophila)
1
22.73
22.73


Hs#S1728947

Transcribed locus
2
11.37
22.73


Hs#S1728579

Ataxin 7-like 3
4
5.58
22.33


Hs#S20091302
LOC283398
CDNA FLJ26579 fis, clone LNF06863
1
22.29
22.29


Hs#S4566561

Synaptotagmin-like 1
1
22.29
22.29


Hs#S4189502
BRD7

1
22.29
22.29


Hs#S34542736
C1orf17

Homo sapiens mannosidase, endo-alpha-like

2
11.15
22.29




(MANEAL)


Hs#S38981964
LOC653519
Neuroblastoma breakpoint family, member 1
1
22.07
22.07


Hs#S1367624
RP5-86
Pleckstrin homology domain containing, family G
2
11.04
22.07



F19.3
(with RhoGef domain) member 2


Hs#S11057621

Transportin 2 (importin 3, karyopherin beta 2b)
3
7.30
21.90


Hs#S36352307
PNPO
Mitogen-activated protein kinase kinase kinase 3
1
21.74
21.74


Hs#S2139023
IKBKB
Golgi autoantigen, golgin subfamily a, 5
1
21.74
21.74


Hs#S3220225


Homo sapiens casein kinase 2, alpha 1 polypeptide

1
21.74
21.74




(CSNK2A1)


Hs#S910697
BTBD9
Transcribed locus
1
21.74
21.74


Hs#S16887487
TUBB1
BCL2-like 1
3
7.24
21.71


Hs#S1728391
LOC427
Family with sequence similarity 120A
5
4.28
21.41


Hs#S3218921

Transcribed locus
1
21.41
21.41


Hs#S848381

Similar to Succinyl-CoA ligase [GDP-forming] beta-
1
21.41
21.41




chain, mitochondrial precursor (Succinyl-CoA




synthetase, betaG chain) (SCS-betaG) (GTP-specific




succinyl-CoA synthetase beta subunit)


Hs#S4300247
SLC35E1

1
21.08
21.08


Hs#S19675751
TIAM1
Bromodomain containing 7
1
21.08
21.08


Hs#S4618683
OSTM1
Chromosome 1 open reading frame 170
1
20.76
20.76


Hs#S1368546

Similar to G protein-coupled receptor 89
1
20.76
20.76


Hs#S2544320
GPR161
KIAA1442 protein
1
20.76
20.76


Hs#S4283612
BAG1
Transcribed locus
1
20.76
20.76


Hs#S38872165
LOC285359
Pyridoxamine 5′-phosphate oxidase
1
20.58
20.58


Hs#S1731363
LOC28598
Inhibitor of kappa light polypeptide gene enhancer in
1
20.51
20.51




B-cells, kinase beta


Hs#S19862928
UPF3B
Hypothetical protein LOC254571
1
20.43
20.43


Hs#S2233274
TBKBP1
Chromosome 1 open reading frame 27
1
20.43
20.43


Hs#S2330604
RPS15A
Transcribed locus
1
20.43
20.43


Hs#S34544442

CDNA: FLJ21228 fis, clone COL00739
1
20.43
20.43


Hs#S3506802

Transcribed locus
1
20.36
20.36


Hs#S4622649

Tubulin, beta 1
1
20.21
20.21


Hs#S4622710
TPP1
Transcribed locus, weakly similar to
1
20.10
20.10




XP_001131248.1 hypothetical protein [Homo





sapiens]



Hs#S5517244
ZNF319
CDNA clone IMAGE: 5736961
1
20.06
20.06


Hs#S16818069
UCP2
T-cell lymphoma invasion and metastasis 1
1
19.57
19.57


Hs#S18928169

Osteopetrosis associated transmembrane protein 1
1
19.57
19.57


Hs#S2935335
NLRX1
Transcribed locus
1
19.52
19.52


Hs#S19132577
LOC644588
G protein-coupled receptor 161
1
19.52
19.52


Hs#S27877558

Ankyrin repeat and SOCS box-containing 1
2
9.70
19.41


Hs#S26153400
EPOR
CTP synthase
2
9.66
19.33


Hs#S19132894

Phosducin-like 3 pseudogene
1
19.03
19.03


Hs#S1729449

Lamin B2
4
4.73
18.91


Hs#S4554552
GPRC5C
Hypothetical protein LOC285908
1
18.78
18.78


Hs#S4426223
IQCE
UPF3 regulator of nonsense transcripts homolog B
1
18.78
18.78




(yeast)


Hs#S23881883
LARP5
TBK1 binding protein 1
1
18.78
18.78


Hs#S21106926

Dual specificity phosphatase 14
2
9.36
18.71


Hs#S4399524

Ribosomal protein S15a
2
9.29
18.58


Hs#S7110390
LOC44286
Transcribed locus
1
18.53
18.53


Hs#S19765522

G protein-coupled receptor, family C, group 5,
1
18.45
18.45




member C


Hs#S24663340
PCMT1
La ribonucleoprotein domain family, member 5
1
18.28
18.28


Hs#S18601684

Transcribed locus, strongly similar to
1
18.28
18.28




XP_001080976.1 similar to microfibrillar-associated




protein 1 [Rattus norvegicus]


Hs#S38688562
LOC162632
CDNA FLJ41419 fis, clone BRHIP2002339
1
17.99
17.99


Hs#S38981978

TAF15 RNA polymerase II, TATA box binding
3
5.96
17.89




protein (TBP)-associated factor, 68 kDa


Hs#S4083130

Similar to ribosomal protein L10
1
17.79
17.79


Hs#S2293359
SLC25A24
Cytidine deaminase
3
5.93
17.79


Hs#S24303314
PYGO2
Transcribed locus
1
17.79
17.79


Hs#S2011438
TERF2
Protein-L-isoaspartate (D-aspartate) O-
1
17.73
17.73




methyltransferase


Hs#S3547136


1
17.71
17.71


Hs#S3776639

TL132 pseudogene
1
17.68
17.68


Hs#S16883107
IPO13
Replication initiator 1
3
5.83
17.49


Hs#S1728033
XRRA1

1
17.46
17.46


Hs#S2139325

Transcribed locus, weakly similar to XP_514093.1
1
17.30
17.30




similar to Ladinin 1 (Lad-1) (120 kDa linear IgA




bullous dermatosis antigen) (97 kDa linear IgA




bullous dermatosis antigen) (Linear IgA disease




antigen homolog) (LadA) [Pan troglodytes]


Hs#S15556062

Solute carrier family 25 (mitochondrial carrier;
1
17.20
17.20




phosphate carrier), member 24


Hs#S4616141
EXPH5
Pygopus homolog 2 (Drosophila)
1
17.17
17.17


Hs#S32813027
PTTG1

Homo sapiens TSC22 domain family, member 2,

3
5.64
16.91




mRNA


Hs#S1731625
GARS
Polymerase I and transcript release factor
3
5.63
16.90


Hs#S2650345
ADAMTS8
Prefoldin subunit 5
2
8.45
16.89


Hs#S3619291
KIAA828
Yippee-like 5 (Drosophila)
2
8.40
16.80


Hs#S16113351
NBEAL2
Telomeric repeat binding factor 2
1
16.80
16.80


Hs#S4044961
C7orf41
Transcribed locus
1
16.80
16.80


Hs#S40597866
SLC23A2

1
16.80
16.80


Hs#S2654982
ATP5I
Chromosome 20 open reading frame 11
2
8.40
16.80


Hs#S1110179
CNNM4
Amino-terminal enhancer of split
2
8.40
16.80


Hs#S1268286

Major histocompatibility complex, class I-related
1
16.72
16.72


Hs#S1415594
ABCB4
Sema domain, immunoglobulin domain (Ig),
1
16.72
16.72




transmembrane domain (TM) and short cytoplasmic




domain, (semaphorin) 4G


Hs#S1730946
SH3BP4
CDNA FLJ44879 fis, clone BRAMY2033895
1
16.72
16.72


Hs#S1971587
C9orf119
Importin 13
1
16.64
16.64


Hs#S2653601
HSPD1
X-ray radiation resistance associated 1
1
16.60
16.60


Hs#S2929368
ACTB

1
16.60
16.60


Hs#S30131655
PCLO
Transcribed locus, strongly similar to
1
16.57
16.57




XP_001145773.1 similar to PI-3-kinase-related




kinase SMG-1 isoform 1homolog [Pan troglodytes]


Hs#S34541296
FLJ22167
Exophilin 5
1
16.55
16.55


Hs#S3990203
LOC645668
Pituitary tumor-transforming 1
1
16.52
16.52


Hs#S4838548
ARHGEF18
Glycyl-tRNA synthetase
1
16.48
16.48


Hs#S7089804

Ubiquitin specific peptidase 19
3
5.44
16.31


Hs#S2961525
MRPL52
ADAM metallopeptidase with thrombospondin type
1
16.27
16.27




1 motif, 8


Hs#S19863275
U1SNRNPBP
Adenosylhomocysteinase 3
1
16.21
16.21


Hs#S21592134
CPEB2
Neurofibromin 2 (bilateral acoustic neuroma)
2
8.10
16.21


Hs#S4372715
TGM1
Neurobeachin-like 2
1
16.18
16.18


Hs#S16889291
RAPGEF5
SAPK substrate protein 1
2
8.07
16.14


Hs#S14273019
FIZ1
Chromosome 7 open reading frame 41
1
16.10
16.10


Hs#S34548677
ANKRD26

Homo sapiens ATP synthase, H+ transporting,

1
16.01
16.01




mitochondrial F0




complex, subunit E (ATP5I), nuclear gene encoding




mitochondrial




protein


Hs#S15116077
PLEKHC1
RNA binding motif protein 20
2
7.91
15.81


Hs#S4324752
AGGF1
CDNA FLJ14366 fis, A-HEMBA1001020
1
15.81
15.81


Hs#S21286877

probably fused seq
2
7.91
15.81


Hs#S21934876


Homo sapiens farnesyl diphosphate synthase

2
7.91
15.81




(farnesyl pyrophosphate synthetase,




dimethylallyltranstransferase,




geranyltranstransferase) (FDPS)


Hs#S38795190

Cofilin 1 (non-muscle)
3
5.19
15.57


Hs#S2138748

ATP-binding cassette, sub-family B (MDR/TAP),
1
15.48
15.48




member 4


Hs#S4808710

Chromosome 9 open reading frame 119
1
15.37
15.37


Hs#S4323658
KRTAP17-1

Homo sapiens heat shock 60 kDa protein 1

1
15.37
15.37




(chaperonin) (HSPD1),




nuclear gene encoding mitochondrial protein


Hs#S2294364

Piccolo (presynaptic cytomatrix protein)
1
15.32
15.32


Hs#S5930916
NKRF
Hypothetical protein FLJ22167
1
15.15
15.15


Hs#S5978605
SLC26A9
Similar to Elongation factor Tu, mitochondrial
1
15.15
15.15




precursor (EF-Tu) (P43)


Hs#S18928610
FBXO8
Chromosome 13 open reading frame 23
2
7.51
15.02


Hs#S4074937

EIF4B eukaryotic translation initiation factor 4B
2
7.47
14.94


Hs#S2653589

Rho/rac guanine nucleotide exchange factor (GEF)
1
14.90
14.90




18


Hs#S1729966

Transcribed locus
1
14.86
14.86


Hs#S17529890

Keratin 39
1
14.86
14.86


Hs#S1972664
LOC28555
Bromodomain and WD repeat domain containing 1
1
14.86
14.86


Hs#S2293860
COQ1B
CDNA FLJ35672 fis, clone SPLEN2018280
1
14.86
14.86


Hs#S4616288
GSK3B
Transcribed locus, moderately similar to
1
14.86
14.86




XP_215201.4 similar to RNA-binding protein 4




(RNA-binding motif protein 4) (Lark homolog)




(Mlark) [Rattus norvegicus]


Hs#S1263783

Poly(A) binding protein, cytoplasmic 3
1
14.83
14.83


Hs#S21592183
C9orf122
Trafficking protein particle complex 2
1
14.83
14.83


Hs#S858884


1
14.83
14.83


Hs#S26122385

Target clone is not clearly identified (homology with
3
4.89
14.67




himeric products)


Hs#S4546062

Chromosome 10 open reading frame 54
1
14.61
14.61


Hs#S2483479
PABPC3
Methionine sulfoxide reductase B3
1
14.58
14.58


Hs#S2138664
RNF187
Testis specific, 14
1
14.53
14.53


Hs#S38795021
TRAPPC2
Transcribed locus
1
14.50
14.50


Hs#S2331695
HSP9AB1
CDNA FLJ20832 fis, clone ADKA03033
1
14.26
14.26


Hs#S16391281
NCBP1
PR domain containing 4
2
7.12
14.23


Hs#S4283309

DEAD (Asp-Glu-Ala-Asp) box polypeptide 3, X-
2
7.07
14.15




linked


Hs#S38981998
C1orf54
TRNA 5-methylaminomethyl-2-thiouridylate
1
14.13
14.13




methyltransferase


Hs#S4833432
MSRB3

1
14.12
14.12


Hs#S5930818
C14orf43
TH1-like (Drosophila)
3
4.67
14.02


Hs#S4296148
TSGA14
Endo-beta-N-acetylglucosaminidase
1
13.94
13.94


Hs#S15640600
CD9
Deoxynucleotidyltransferase, terminal, interacting
1
13.90
13.90




protein 1


Hs#S3602940

Ubiquitin-conjugating enzyme E2O
2
6.92
13.84


Hs#S16819411
NPC1
Transcribed locus
1
13.84
13.84


Hs#S17873428

Transcribed locus
1
13.84
13.84


Hs#S4026358
TRMU
Kringle containing transmembrane protein 2
1
13.84
13.84


Hs#S10817661

Ankyrin repeat and MYND domain containing 2
2
6.92
13.84


Hs#S4773419
FLJ21865
Chromosome X open reading frame 6
2
6.92
13.84


Hs#S34544410
DNTTIP1
Transcribed locus
1
13.64
13.64


Hs#S21390380


Homo sapiens integrin, beta 1 (fibronectin receptor,

2
6.77
13.53




beta polypeptide, antigen CD29 includes MDF2,




MSK12) (ITGB1)


Hs#S3218259

Suppression of tumorigenicity 14 (colon carcinoma)
2
6.72
13.44


Hs#S34542734
KREMEN2

1
13.34
13.34


Hs#S3438578

IMP (inosine monophosphate) dehydrogenase 1
1
13.34
13.34


Hs#S4029085
LOC441891
Transcribed locus, weakly similar to NP_009956.2
1
13.34
13.34




homologue; Rhb1p [Saccharomyces cerevisiae]


Hs#S16885659
UBFD1
La ribonucleoprotein domain family, member 1
2
6.61
13.21


Hs#S11131792

Transcribed locus
1
13.00
13.00


Hs#S15846854
IMPDH1
CDNA FLJ11947 fis, clone HEMBB1000726
1
13.00
13.00


Hs#S15846862

Transcribed locus
1
13.00
13.00


Hs#S16507498


1
13.00
13.00


Hs#S1728022


1
13.00
13.00


Hs#S1824434

Transcribed locus
1
12.90
12.90


Hs#S19862888

Transcribed locus, weakly similar to
1
12.85
12.85




NP_001039643.1 protein LOC514688 [Bos taurus]


Hs#S2139683
CPSF4
Transcribed locus
1
12.85
12.85


Hs#S21592301
MTHFD1
Full-length cDNA clone CS0DL005YA15 of B cells
1
12.85
12.85




(Ramos cell line) Cot 25-normalized of Homo





sapiens (human)



Hs#S2293277

Autocrine motility factor receptor
2
6.42
12.85


Hs#S2650236
EPRS

Homo sapiens neurofibromin 1 (neurofibromatosis,

2
6.42
12.85




von Recklinghausen disese, Watson disease) (NF1)


Hs#S2654955
LOC645615

1
12.68
12.68


Hs#S29440731
HIGD2A
Similar to hepatocellular carcinoma-associated
1
12.60
12.60




antigen 66


Hs#S3197874
APTX

Homo sapiens HIG1 domain family, member 2A

1
12.57
12.57




(HIGD2A)


Hs#S32462690
C9orf142
Chromosome 9 open reading frame 142
1
12.35
12.35


Hs#S3333631

CDNA clone IMAGE: 6106200
1
12.35
12.35


Hs#S3383648
DNAJA2
DnaJ (Hsp40) homolog, subfamily A, member 2
1
12.35
12.35


Hs#S37211091

Full-length cDNA clone CS0DJ012YG05 of T cells
1
12.35
12.35




(Jurkat cell line) Cot 10-normalized of Homo sapiens




(human)


Hs#S3881511
MAPK6
Mitogen-activated protein kinase 6
1
12.35
12.35


Hs#S3940071
ERCC1
Excision repair cross-complementing rodent repair
1
12.35
12.35




deficiency, complementation group 1 (includes




overlapping antisense sequence)


Hs#S4268629

WD repeat domain 57 (U5 snRNP specific)
2
6.15
12.30


Hs#S4324622

C1q and tumor necrosis factor related protein 6
2
6.13
12.26


Hs#S4341465
CYP2S1

1
12.19
12.19


Hs#S4400974
UBE3A

1
12.19
12.19


Hs#S4614668
VPS11
Cytochrome P450, family 2, subfamily S,
1
12.19
12.19




polypeptide 1


Hs#S4615142
AGPAT1

Homo sapiens ribosomal protein L23 (RPL23)

2
6.07
12.14


Hs#S4838504
GSTZ1
Ubiquitin protein ligase E3A (human papilloma virus
1
12.11
12.11




E6-associated protein, Angelman syndrome)


Hs#S5475261
LOC728657
1-acylglycerol-3-phosphate O-acyltransferase 1
1
12.00
12.00




(lysophosphatidic acid acyltransferase, alpha)


Hs#S5517477
SFRS15
Glutathione transferase zeta 1 (maleylacetoacetate
1
11.97
11.97




isomerase)


Hs#S5951324
RBM15
Similar to dual specificity phosphatase 8
1
11.86
11.86


Hs#S6145210
SUMO2
Splicing factor, arginine/serine-rich 15
1
11.86
11.86


Hs#S794414

RNA binding motif protein 15
1
11.86
11.86


Hs#S16056656
PLS1
SMT3 suppressor of mif two 3 homolog 2 (S. cerevisiae)
1
11.86
11.86


Hs#S26643428
USP28
Transcribed locus
1
11.86
11.86


Hs#S23254699
FAM3A
G protein-coupled receptor kinase interactor 2
2
5.93
11.86


Hs#S3255888
AFF4
Solute carrier family 35, member B4
2
5.93
11.86


Hs#S3307627
OBSL1
Plastin 1 (I isoform)
1
11.86
11.86


Hs#S24443601
TNFRSF1A
Ubiquitin specific peptidase 28
1
11.86
11.86


Hs#S26643702

Solute carrier family 38, member 5
2
5.93
11.86


Hs#S4546315

Family with sequence similarity 3, member A
1
11.86
11.86


Hs#S4539222
SET
AF4/FMR2 family, member 4
1
11.67
11.67


Hs#S1970096
SPRY2
Tumor necrosis factor receptor superfamily, member
1
11.46
11.46




1A


Hs#S1824507
LETM2
Transcribed locus, strongly similar to XP_217277.4
1
11.46
11.46




similar to without children CG5965-PA [Rattus





norvegicus]



Hs#S1726632
CAPN2
Toll interacting protein
2
5.68
11.37


Hs#S2293240

Adenosine deaminase, RNA-specific
2
5.66
11.32


Hs#S3792926

SET translocation (myeloid leukemia-associated)
1
11.30
11.30


Hs#S16819337


Homo sapiens SH3KBP1 binding protein 1

2
5.60
11.20




(SHKBP1)


Hs#S1637758
UBL3

Homo sapiens v-maf musculoaponeurotic

2
5.60
11.20




fibrosarcoma oncogene homolog




G (avian) (MAFG)


Hs#S3110506

UDP glucuronosyltransferase 2 family, polypeptide
1
11.15
11.15




A1


Hs#S3219661
MINPP1
Zinc finger protein 607
1
11.15
11.15


Hs#S3377338

Transcribed locus
1
11.15
11.15


Hs#S4320649

Artemin
1
11.15
11.15


Hs#S1970972

Hypothetical LOC390306
1
11.15
11.15


Hs#S3781962


1
11.15
11.15


Hs#S16056988

Mitochondrial translational initiation factor 3
1
11.15
11.15


Hs#S100711

Establishment of cohesion 1 homolog 2 (S. cerevisiae)
1
11.15
11.15


Hs#S1727033
ALOXE3
CCR4-NOT transcription complex, subunit 4
1
11.15
11.15


Hs#S3219600

Sprouty homolog 2 (Drosophila)
2
5.57
11.15


Hs#S1097393
DRAP1
Leucine zipper-EF-hand containing transmembrane
2
5.57
11.15




protein 2


Hs#S1184


Homo sapiens calpain 2, (m/II) large subunit

2
5.57
11.15




(CAPN2)


Hs#S4413186

Oxidative-stress responsive 1
2
5.56
11.12


Hs#S3940065
USP15
Epithelial V-like antigen 1
1
11.07
11.07


Hs#S5515813
CSF3R
Abl interactor 2
1
11.07
11.07


Hs#S5899942
VEGFA
V-rel reticuloendotheliosis viral oncogene homolog
1
10.87
10.87




A, nuclear factor of kappa light polypeptide gene




enhancer in B-cells 3, p65 (avian)


Hs#S6100790

Transcribed locus
1
10.87
10.87


Hs#S1726257


Homo sapiens iduronidase, alpha-L-(IDUA),

2
5.44
10.87


Hs#S1177138

Frizzled homolog 1 (Drosophila)
1
10.87
10.87


Hs#S16884388
FGFR2
KIAA1632
1
10.87
10.87


Hs#S2356728
TNKS2
Transcribed locus
1
10.87
10.87


Hs#S34543533
CEP135
Cyclin-dependent kinase 2
1
10.87
10.87


Hs#S2333982

V-ets erythroblastosis virus E26 oncogene homolog
1
10.87
10.87




1 (avian)


Hs#S1336309

Shroom family member 1
1
10.87
10.87


Hs#S19874976
DMN
Retinol saturase (all-trans-retinol 13,14-reductase)
1
10.62
10.62


Hs#S2140506
ZNF728
Small Cajal body-specific RNA 2
1
10.62
10.62


Hs#S4671903
ATP8A1
Zinc finger protein-like 1
2
5.31
10.62


Hs#S1731389
GK3P

1
10.54
10.54


Hs#S4619377

Apolipoprotein B mRNA editing enzyme, catalytic
1
10.54
10.54




polypeptide-like 3C


Hs#S1730187
DHRS4
CDNA FLJ33736 fis, clone BRAWH2018514
1
10.54
10.54


Hs#S16884579
LOC44456
SUMO1/sentrin specific peptidase 1
1
10.38
10.38


Hs#S30194364
NDEL1
RAD9 homolog A (S. pombe)
1
10.38
10.38


Hs#S4296637
TRAM1
Fragile X mental retardation, autosomal homolog 1
1
10.32
10.32


Hs#S3438145
SV2A
Lactate dehydrogenase A
1
10.28
10.28


Hs#S15967295

Clone 23963 mRNA sequence
1
10.21
10.21


Hs#S4285059


1
10.13
10.13


Hs#S3989863

Transmembrane protein 43
2
5.05
10.10


Hs#S24303044
DDN
Cyclin B1
1
10.02
10.02


Hs#S34545639
LOC643464
Glucosidase, beta; acid (includes
1
9.88
9.88




glucosylceramidase)


Hs#S3993862

Similar to dynein, cytoplasmic, light peptide
1
9.88
9.88


Hs#S11046863


Homo sapiens pregnancy specific beta-1-

2
4.94
9.88




glycoprotein 4 (PSG4)


Hs#S11062731
C2orf3
Polymerase (DNA directed) sigma
2
4.94
9.88


Hs#S3618962
EVA1

Homo sapiens brain protein 13 (BR13)

2
4.94
9.88


Hs#S5918966
ABI2
Vacuolar protein sorting 13 homolog A (S. cerevisiae)
2
4.94
9.88


Hs#S3619207
PLEKHG2
Dolichyl-phosphate (UDP-N-acetylglucosamine) N-
1
9.88
9.88




acetylglucosaminephosphotransferase 1 (GlcNAc-1-




P transferase)


Hs#S1727399
RELA
Mevalonate (diphospho) decarboxylase
2
4.94
9.88


Hs#S3973116

Transcribed locus, moderately similar to
1
9.88
9.88




NP_001072641.1 protein LOC7150097 [Xenopus





tropicalis]



Hs#S3782070
FZD1
ArsA arsenite transporter, ATP-binding, homolog 1
1
9.88
9.88




(bacterial)


Hs#S16887814
KIAA1632
Cholinergic receptor, muscarinic 2
1
9.88
9.88


Hs#S2138915

Enolase superfamily member 1
1
9.88
9.88


Hs#S1728059
CDK2
Chromosome 19 open reading frame 22
1
9.88
9.88


Hs#S29525962
ETS1
Low density lipoprotein receptor-related protein 11
1
9.72
9.72


Hs#S16885581
SHROOM1
MAP-kinase activating death domain
2
4.85
9.70


Hs#S875916
RETSAT
Gap junction protein, beta 3, 31 kDa
1
9.62
9.62


Hs#S3265
SCARNA2
NAD synthetase 1
1
9.49
9.49


Hs#S15515243

Solute carrier family 41, member 3
1
9.46
9.46


Hs#S34542796
APOBEC3C
MRNA; cDNA DKFZp434C0923 (from clone
1
9.39
9.39




DKFZp434C0923)


Hs#S103088

Upstream binding transcription factor, RNA
1
9.29
9.29




polymerase I


Hs#S1101292
SENP1
Transcribed locus
1
9.29
9.29


Hs#S11047073
RAD9A
Transcribed locus
1
9.29
9.29


Hs#S14272999
FXR1
Transcribed locus
1
9.29
9.29


Hs#S1503932
LDHA
Tripeptidyl peptidase I
1
9.29
9.29


Hs#S1570046

Zinc finger protein 319
1
9.29
9.29


Hs#S1579109

Uncoupling protein 2 (mitochondrial, proton carrier)
1
9.29
9.29


Hs#S15974021
CCNB1
Transcribed locus
1
9.29
9.29


Hs#S16102754
GBA
NLR family member X1
1
9.29
9.29


Hs#S1638509
LOC73138
Similar to DnaJ homolog subfamily A member 1
1
9.29
9.29




(Heat shock 40 kDa protein 4) (DnaJ protein




homolog 2) (HSJ-2) (HSDJ)


Hs#S16535341
DPAGT1
CDNA FLJ31443 fis, clone NT2NE2000808
1
9.29
9.29


Hs#S16886868

Erythropoietin receptor
1
9.29
9.29


Hs#S16889882
ASNA1
CDNA clone IMAGE: 5277883
1
9.29
9.29


Hs#S17529224
CHRM2
Cas-Br-M (murine) ecotropic retroviral transforming
2
4.61
9.22




sequence


Hs#S21591426
ENOSF1
Tropomyosin 3 pseudogene
1
9.16
9.16


Hs#S2215784
C19orf22

1
9.14
9.14


Hs#S23099711
LRP11
SCO cytochrome oxidase deficient homolog 1
1
9.09
9.09




(yeast)


Hs#S2331861
ASB1
IQ motif containing GTPase activating protein 1
2
4.53
9.07


Hs#S24302745
CTPS
Sema domain, immunoglobulin domain (Ig),
1
9.05
9.05




transmembrane domain (TM) and short cytoplasmic




domain, (semaphorin) 4C


Hs#S26179767
GJB3
CDK5 regulatory subunit associated protein 1
1
9.00
9.00


Hs#S2649714
NADSYN1

1
8.90
8.90


Hs#S2654228
SLC41A3
Transcribed locus
1
8.90
8.90


Hs#S29684090

Transcribed locus, strongly similar to
1
8.90
8.90




XP_001058360.1 similar to Heterogeneous nuclear




ribonucleoprotein G (hnRNP G) (RNA-binding motif




protein, X chromosome) isoform 1 [Rattus





norvegicus]



Hs#S3355603
DUSP14
Hypothetical LOC349196
1
8.90
8.90


Hs#S3438518
UBTF
MRNA; cDNA DKFZp686I19109 (from clone
1
8.90
8.90




DKFZp686I19109)


Hs#S3438671
LOC646839
Dual specificity phosphatase 1
1
8.90
8.90


Hs#S3511371

Transcribed locus
1
8.90
8.90


Hs#S3914296
SCO1
Transcribed locus
1
8.90
8.90


Hs#S39547751
SEMA4C

Homo sapiens actin related protein ⅔ complex,

1
8.90
8.90




subunit 3, 21 kDa (ARPC3), mRNA.


Hs#S3989629
CDK5RAP1
Transmembrane protein induced by tumor necrosis
1
8.90
8.90




factor alpha


Hs#S4046399
THRA
Hypothetical protein LOC203547
1
8.90
8.90


Hs#S41443272

TRM5 tRNA methyltransferase 5 homolog (S. cerevisiae)
2
4.45
8.90


Hs#S4261892


Homo sapiens keratin 8 (KRT8), mRNA

2
4.45
8.90


Hs#S4273435

Jun B proto-oncogene
1
8.70
8.70


Hs#S4622076
LOC349196
Eukaryotic translation elongation factor 1 alpha 2
2
4.35
8.70


Hs#S4622728

Ribosomal protein L36a
1
8.65
8.65


Hs#S4807467
DUSP1
Zinc finger and BTB domain containing 46
1
8.65
8.65


Hs#S4832001

Clone TESTIS-724 mRNA sequence
1
8.65
8.65


Hs#S5940277

Triggering receptor expressed on myeloid cells-like 2
2
4.32
8.65


Hs#S6120703
ARPC3
Tumor suppressor candidate 4
2
4.28
8.57


Hs#S6140404
TMPIT
Mitochondrial ribosomal protein L48
2
4.28
8.57


Hs#S6158954
LOC23547

Homo sapiens DNA directed RNA polymerase II

1
8.45
8.45




polypeptide J-related




(POLR2J2), mRNA


Hs#S7089884
JUNB
Kelch domain containing 5
1
8.40
8.40


Hs#S793581
RPL36A
Transcribed locus, moderately similar to
1
8.40
8.40




XP_001072116.1 similar to UPF0315 protein




[Rattus norvegicus]


Hs#S932405
ZBTB46
Jub, ajuba homolog (Xenopus laevis)
1
8.40
8.40


Hs#S1729506

Phosphate cytidylyltransferase 2, ethanolamine
1
8.35
8.35


Hs#S1732276
PFDN5

1
8.30
8.30


Hs#S1729763
POLR2J2
Protein kinase N1
2
4.15
8.30


Hs#S29722022
YPEL5
Mediator of RNA polymerase II transcription,
1
8.24
8.24




subunit 8 homolog (S. cerevisiae)


Hs#S1728450
C2orf11
Similar to dishevelled 1 isoform a
2
4.12
8.24


Hs#S2270359
AES
SP100 nuclear antigen
1
8.24
8.24


Hs#S1263959
KLHDC5
Sidekick homolog 1 (chicken)
2
4.11
8.21


Hs#S19626863

Ubiquitin specific peptidase 11
2
4.09
8.19


Hs#S3520094
JUB

1
8.15
8.15


Hs#S1726446
PCYT2
Phosphodiesterase 8A
2
4.06
8.13


Hs#S1729627

Nucleosome assembly protein 1-like 4
1
8.03
8.03


Hs#S4283794
MED8

1
8.01
8.01


Hs#S19656869
SP1
Ribosomal protein L35
1
8.00
8.00


Hs#S16888563
M-RIP
Transcribed locus
1
7.91
7.91


Hs#S5472875

Mesoderm induction early response 1 homolog
1
7.91
7.91




(Xenopus laevis)


Hs#S2357370
NF2
Dual-specificity tyrosine-(Y)-phosphorylation
1
7.91
7.91




regulated kinase 1B


Hs#S4616868
LOC5135
Tissue specific transplantation antigen P35B
1
7.91
7.91


Hs#S4620348
NAP1L4
Zinc finger and BTB domain containing 6
1
7.91
7.91


Hs#S16820078

KIAA0265 protein
1
7.91
7.91


Hs#S1729231
RPL35
Transcribed locus, strongly similar to
1
7.80
7.80




XP_001080201.1 similar to ribosomal protein L10




[Rattus norvegicus]


Hs#S24273099
RBM2
GRIP1 associated protein 1
1
7.58
7.58


Hs#S4022010


1
7.58
7.58


Hs#S953315
MIER1
Zinc finger protein 664
1
7.55
7.55


Hs#S38872148
TRIM29
Keratin 13
1
7.54
7.54


Hs#S4284382
LOC28397
Interferon-related developmental regulator 2
1
7.47
7.47


Hs#S3618391
FDPS
Transcribed locus
1
7.43
7.43


Hs#S17853615
DYRK1B
Mitochondrial ribosomal protein L52
1
7.43
7.43


Hs#S34543862
TSTA3
U11/U12 snRNP 35K
1
7.43
7.43


Hs#S3508192
ZBTB6
Cytoplasmic polyadenylation element binding
1
7.43
7.43




protein 2


Hs#S1732446
KIAA265
Transglutaminase 1 (K polypeptide epidermal type I,
1
7.43
7.43




protein-glutamine-gamma-glutamyltransferase)


Hs#S542952
CRIP1
Rap guanine nucleotide exchange factor (GEF) 5
1
7.43
7.43


Hs#S3782069
ABCC3
FLT3-interacting zinc finger 1
1
7.43
7.43


Hs#S1730888

Ankyrin repeat domain 26
1
7.43
7.43


Hs#S24303175
NCAPD2
Pleckstrin homology domain containing, family C
1
7.43
7.43




(with FERM domain) member 1


Hs#S4725762
GRIPAP1
Angiogenic factor with G patch and FHA domains 1
1
7.43
7.43


Hs#S24573475

CDNA FLJ12096 fis, clone HEMBB1002613
1
7.43
7.43


Hs#S4622791
ZNF664
CDNA: FLJ23530 fis, clone LNG06055
1
7.43
7.43


Hs#S16885485
KRT13
Transcribed locus
1
7.43
7.43


Hs#S4396109
AHCY

1
7.43
7.43


Hs#S11047217
C13orf23
Transcribed locus, strongly similar to
1
7.43
7.43




XP_001164757.1 centromere protein C 1 isoform 2




[Pan troglodytes]


Hs#S1727134
EIF4B
Keratin associated protein 17-1
1
7.43
7.43


Hs#S29965937
IFRD2
Transcribed locus, moderately similar to
1
7.43
7.43




XP_001055131.1 similar to Heat shock protein HSP




90-beta (HSP 84) (Tumor-specific transplantation 84 kDa




antigen) (TSTA) [Rattus norvegicus]


Hs#S4833612
USP37
NF-kappaB repressing factor
1
7.43
7.43


Hs#S16884650
SLC22A18
Solute carrier family 26, member 9
1
7.43
7.43


Hs#S1972910

F-box protein 8
1
7.43
7.43


Hs#S35152794

Transcribed locus, strongly similar to
1
7.43
7.43




XP_001069454.1 similar to Splicing factor,




arginine/serine-rich 3 (Pre-mRNA splicing factor




SRP20) (X16 protein) [Rattus norvegicus]


Hs#S1729605

Transcribed locus
1
7.43
7.43


Hs#S34549106
WBP4
Transcribed locus
1
7.43
7.43


Hs#S2570282

Transcribed locus
1
7.43
7.43


Hs#S1263097

Hypothetical protein LOC285505
1
7.43
7.43


Hs#S1731172

Coenzyme Q10 homolog B (S. cerevisiae)
1
7.43
7.43


Hs#S2293760

Glycogen synthase kinase 3 beta
1
7.43
7.43


Hs#S2139916


1
7.43
7.43


Hs#S3990767

Chromosome 9 open reading frame 122
1
7.43
7.43


Hs#S15915730
STXBP4
Transcribed locus
1
7.43
7.43


Hs#S4792633

Transcribed locus
1
7.43
7.43


Hs#S15918611

Transcribed locus
1
7.43
7.43


Hs#S16819792

Ubiquitin specific peptidase 37
2
3.72
7.43


Hs#S16885025
C6orf113
Family with sequence similarity 98, member A
1
7.41
7.41


Hs#S21504143
STAMBPL1
Acid phosphatase 1, soluble
1
7.41
7.41


Hs#S29128550
KIAA423
Solute carrier family 25, member 36
1
7.41
7.41


Hs#S29441564
GTDC1
Ubiquitin-conjugating enzyme E2D 2 (UBC4/5
1
7.36
7.36




homolog, yeast)


Hs#S34541381
THADA
Transcribed locus, moderately similar to
1
6.92
6.92




XP_235480.4 similar to DEAD box polypeptide 17




isoform p82 [Rattus norvegicus]


Hs#S34547277

Splicing factor 4
1
6.92
6.92


Hs#S4188230


1
6.92
6.92


Hs#S4621795
PIGG
Dynein, axonemal, heavy chain like 1
1
6.92
6.92


Hs#S21300372

Cytochrome P450, family 1, subfamily A,
1
6.92
6.92




polypeptide 1


Hs#S24303340
CSAD
Similar to Glyceraldehyde-3-phosphate
1
6.92
6.92




dehydrogenase (GAPDH)


Hs#S21300293

3′(2′),5′-bisphosphate nucleotidase 1
1
6.92
6.92


Hs#S19863003
PIGC
CDNA clone IMAGE: 2960540
1
6.92
6.92


Hs#S2651797
IBSP
Transcribed locus
1
6.92
6.92


Hs#S26643453
KLRA1
Chromosome 19 open reading frame 43
1
6.92
6.92


Hs#S15644477
YWHAQ
Mitogen-activated protein kinase-activated protein
1
6.81
6.81




kinase 3


Hs#S2140695
TRIM23
Polymerase (DNA directed), alpha 2 (70 kD subunit)
1
6.79
6.79


Hs#S16056802
DDX19B
Polymerase (RNA) III (DNA directed) polypeptide
1
6.78
6.78




A, 155 kDa


Hs#S22414658


1
6.78
6.78


Hs#S2450780

Ribophorin I
1
6.77
6.77


Hs#S3619160
MGC1646
Transforming growth factor beta 1 induced transcript 1
1
6.75
6.75


Hs#S4618103
TSPAN15
Protein (peptidylprolyl cis/trans isomerase) NIMA-
1
6.70
6.70




interacting 1


Hs#S19921576
RLF
Ubiquitin-like, containing PHD and RING finger
1
6.64
6.64




domains, 2


Hs#S24639346

Histocompatibility (minor) HA-1
1
6.59
6.59


Hs#S34550263
FZD4
Transcribed locus, strongly similar to XP_420179.2
1
6.59
6.59




similar to Nucleoporin 62 kDa [Gallus gallus]


Hs#S4022545
LYAR

1
6.54
6.54


Hs#S36352168

Ring finger protein 34
1
6.42
6.42


Hs#S4807559
ZNF574
Protein interacting with PRKCA 1
1
6.42
6.42


Hs#S1729352
RAB12
Transcribed locus, weakly similar to
1
6.42
6.42




NP_001039775.1 homolog B [Bos taurus]


Hs#S3355506

Integral membrane protein 2B
1
6.42
6.42


Hs#S17668848
CIR
Similar to ribosomal protein S15a
1
6.42
6.42


Hs#S1730103
C21orf6
KIAA1602
1
6.35
6.35


Hs#S4553472
SLC4A7

1
6.33
6.33


Hs#S21279396
PCA3
Cytokine-like nuclear factor n-pac
1
6.33
6.33


Hs#S5890230
LOC39637
AKT1 substrate 1 (proline-rich)
1
6.26
6.26


Hs#S5978485
PPP2R5B

1
6.26
6.26


Hs#S1263022
BBS2
PTC7 protein phosphatase homolog (S. cerevisiae)
1
6.26
6.26


Hs#S4614707

Transcribed locus, strongly similar to XP_509149.2
1
6.26
6.26




ATP synthase, H+ transporting, mitochondrial F1




complex, beta subunit isoform 2 [Pan troglodytes]


Hs#S4808034

Rho-related BTB domain containing 2
1
6.21
6.21


Hs#S553751

Transcribed locus, strongly similar to
1
6.21
6.21




XP_001060296.1 similar to ribosomal protein L18a




[Rattus norvegicus]


Hs#S2567063
GNB2L1
Fasciculation and elongation protein zeta 2 (zygin II)
1
6.13
6.13


Hs#S19755103

START domain containing 4, sterol regulated
1
6.09
6.09


Hs#S6131705

RANBP2-like and GRIP domain containing 5
1
6.07
6.07


Hs#S4621282

Glutamine and serine rich 1
1
6.03
6.03


Hs#S21310805

Dynein, cytoplasmic 1, intermediate chain 2
1
5.98
5.98


Hs#S1637843


Homo sapiens Rho GDP dissociation inhibitor (GDI)

1
5.93
5.93




alpha (ARHGDIA)


Hs#S1055253


1
5.93
5.93


Hs#S1083575
FANCF

1
5.93
5.93


Hs#S11047086

Transcribed locus, moderately similar to
1
5.93
5.93




NP_058086.2 nuclear ribonucleoprotein A2/B1




isoform 1 [Mus musculus]


Hs#S11147198
WAS
CDNA FLJ44682 fis, clone BRACE3010435
1
5.93
5.93


Hs#S1263033
ZC3H12A
Phosphatase and tensin homolog (mutated in
1
5.93
5.93




multiple advanced cancers 1)


Hs#S1281580
SLC12A8
Acyl-Coenzyme A dehydrogenase, C-4 to C-12
1
5.93
5.93




straight chain


Hs#S1357226
LOC347422
Monoglyceride lipase
1
5.93
5.93


Hs#S1399072
LOC728919
EBNA1 binding protein 2
1
5.93
5.93


Hs#S15500072
LOC388116
Anthrax toxin receptor 1
1
5.93
5.93


Hs#S15554729
LOC461
Transcribed locus
1
5.93
5.93


Hs#S15589610

RAB6A, member RAS oncogene family
1
5.93
5.93


Hs#S15631516

Polyglutamine binding protein 1
1
5.93
5.93


Hs#S1583106
KCNG4
Transcribed locus
1
5.93
5.93


Hs#S16020110

Transcribed locus, moderately similar to
1
5.93
5.93




NP_001039332.1 [Bos taurus]


Hs#S16050244

Poliovirus receptor-related 1 (herpesvirus entry
1
5.84
5.84




mediator C; nectin)


Hs#S16056808
MRPL47
Ariadne homolog 2 (Drosophila)
1
5.73
5.73


Hs#S16817554
PSMA1
KIAA0258
1
5.73
5.73


Hs#S16817928

Tribbles homolog 1 (Drosophila)
1
5.72
5.72


Hs#S16818981

COMM domain containing 3
1
5.65
5.65


Hs#S16820045
ACP5
MRNA; cDNA DKFZp686E0389 (from clone
1
5.60
5.60




DKFZp686E0389)


Hs#S16885672

Transcribed locus, moderately similar to
1
5.57
5.57




XP_527544.2 RNA-binding motif protein 16 [Pan





troglodytes]



Hs#S16888142

Transcribed locus
1
5.57
5.57


Hs#S16888167

CDNA clone IMAGE: 5297032
1
5.57
5.57


Hs#S16888865

Ubiquitin-like 3
1
5.57
5.57


Hs#S16890023
LOC55426
Transcribed locus, strongly similar to
1
5.57
5.57




XP_001129953.1 similar to Iroquois-class




homeodomain protein IRX-5 (Iroquois homeobox




protein 5) (Homeodomain protein IRXB2) (IRX-2A)




[Homo sapiens]


Hs#S1724424
UCA1
Multiple inositol polyphosphate histidine
1
5.57
5.57




phosphatase, 1


Hs#S1727355

Transcribed locus
1
5.57
5.57


Hs#S1729457
DNM1DN8-2
Transcribed locus
1
5.57
5.57


Hs#S1731007
MGC1276
Transcribed locus
1
5.57
5.57


Hs#S1731370

Clone 24875 mRNA sequence
1
5.57
5.57


Hs#S17311500


1
5.57
5.57


Hs#S1732279
CHMP4B
CDNA FLJ43848 fis, clone TESTI4006412
1
5.57
5.57


Hs#S1760680

Arachidonate lipoxygenase 3
1
5.57
5.57


Hs#S1788883

Transcribed locus
1
5.57
5.57


Hs#S18076913
FANCC
DR1-associated protein 1 (negative cofactor 2 alpha)
1
5.57
5.57


Hs#S1824468
HGSNAT

1
5.57
5.57


Hs#S1824518
SH3GLP1

1
5.57
5.57


Hs#S1845424

Ubiquitin specific peptidase 15
1
5.57
5.57


Hs#S1969005

Colony stimulating factor 3 receptor (granulocyte)
1
5.57
5.57


Hs#S1969727

Vascular endothelial growth factor A
1
5.57
5.57


Hs#S19741388

CDNA FLJ11568 fis, clone HEMBA1003278
1
5.57
5.57


Hs#S19863067
KIAA184
CDNA: FLJ22750 fis, clone KAIA0478
1
5.57
5.57


Hs#S20337965

Transcribed locus
1
5.57
5.57


Hs#S21278248

Fibroblast growth factor receptor 2 (bacteria-
1
5.57
5.57




expressed kinase, keratinocyte growth factor




receptor, craniofacial dysostosis 1, Crouzon




syndrome, Pfeiffer syndrome, Jackson-Weiss




syndrome)


Hs#S21290655

Tankyrase, TRF1-interacting ankyrin-related ADP-
1
5.57
5.57




ribose polymerase 2


Hs#S21309634

Centrosomal protein 135 kDa
1
5.57
5.57


Hs#S2331146

Transcribed locus, moderately similar to
1
5.57
5.57




NP_001070679.2 protein LOC324254 [Danio rerio]


Hs#S2332235
FAM98A

1
5.57
5.57


Hs#S24298108
ACP1
Desmuslin
1
5.57
5.57


Hs#S24303115
SLC25A36
Zinc finger protein 728
1
5.57
5.57


Hs#S24303499
UBE2D2
ATPase, aminophospholipid transporter (APLT),
1
5.57
5.57




Class I, type 8A, member 1


Hs#S2611802
TNPO2
Glycerol kinase 3 pseudogene
1
5.57
5.57


Hs#S2654276
BCL2L1

1
5.57
5.57


Hs#S2654817
SSRP1
Dehydrogenase/reductase (SDR family) member 4
1
5.57
5.57


Hs#S2706477
PRDM4
Similar to pleckstrin homology domain containing,
1
5.57
5.57




family M (with RUN domain) member 1; adapter




protein 162


Hs#S2815585
DDX3X
NudE nuclear distribution gene E homolog (A. nidulans)-
1
5.57
5.57




like 1


Hs#S28437704
UBE2O
Translocation associated membrane protein 1
1
5.57
5.57


Hs#S29223348

Synaptic vesicle glycoprotein 2A
1
5.57
5.57


Hs#S2930469
ANKMY2
Transcribed locus
1
5.57
5.57


Hs#S29625188
CXorf6
Transcribed locus
1
5.57
5.57


Hs#S29705122
SF4
Transcribed locus
1
5.57
5.57


Hs#S3219890

Dendrin
1
5.57
5.57


Hs#S3308636
DNAHL1
Hypothetical LOC643464
1
5.57
5.57


Hs#S3322611
CYP1A1
Transcribed locus
1
5.57
5.57


Hs#S3438621
LOC441893
Transcribed locus
1
5.57
5.57


Hs#S3439001
BPNT1
Carboxypeptidase D
1
5.53
5.53


Hs#S34541250

Roundabout homolog 4, magic roundabout
1
5.44
5.44




(Drosophila)


Hs#S34542798

Smg-5 homolog, nonsense mediated mRNA decay
1
5.41
5.41




factor (C. elegans)


Hs#S34543734
C19orf43
Histone deacetylase 1
1
5.39
5.39


Hs#S34544361
MAPKAPK3
Zinc finger, MYND-type containing 8
1
5.37
5.37


Hs#S3547697
POLA2
Phosphatidylinositol binding clathrin assembly
1
5.34
5.34




protein


Hs#S3549795
POLR3A
Tankyrase 1 binding protein 1, 182 kDa
1
5.34
5.34


Hs#S3618502

Echinoderm microtubule associated protein like 5
1
5.27
5.27


Hs#S3990867
ITGB1

1
5.25
5.25


Hs#S3991248
RPN1
Phosphogluconate dehydrogenase
1
5.21
5.21


Hs#S4019789
TGFB1I1
Microtubule associated serine/threonine kinase 2
1
5.19
5.19


Hs#S4020446
ST14
GTP binding protein 6 (putative)
1
5.19
5.19


Hs#S4084938
PIN1
Hypothetical protein MGC15523
1
5.14
5.14


Hs#S4186073
UHRF2
Phosphatidylinositol glycan anchor biosynthesis,
1
4.94
4.94




class W


Hs#S4188085
LARP1
Ankyrin repeat and SOCS box-containing 13
1
4.94
4.94


Hs#S4331927
HMHA1
Mitogen-activated protein kinase 9
1
4.94
4.94


Hs#S4332296

F-box protein 34
1
4.94
4.94


Hs#S4359392

Transcribed locus
1
4.94
4.94


Hs#S4522802
RNF34
Cytochrome P450, family 4, subfamily V,
1
4.94
4.94




polypeptide 2


Hs#S4613584
AMFR
Family with sequence similarity 89, member A
1
4.94
4.94


Hs#S4619020
NF1
Enhancer of zeste homolog 2 (Drosophila)
1
4.94
4.94


Hs#S4619920
PICK1
Mucolipin 1
1
4.94
4.94


Hs#S4620160

Transcribed locus, moderately similar to
1
4.94
4.94




XP_001170282.1 similar to PSMD4P2 protein




isoform 7 [Pan troglodytes]


Hs#S4620986
ITM2B
Methyltransferase like 5
1
4.94
4.94


Hs#S4622929
LOC64479
Nucleophosmin (nucleolar phosphoprotein B23,
1
4.94
4.94




numatrin)


Hs#S4707124
KIAA162
S-phase kinase-associated protein 2 (p45)
1
4.94
4.94


Hs#S4766878


1
4.94
4.94


Hs#S4797397
N-PAC
Hypothetical protein LOC148189
1
4.94
4.94


Hs#S4805830
AKT1S1
Aldehyde dehydrogenase 16 family, member A1
1
4.94
4.94


Hs#S4805917

Transcribed locus
1
4.94
4.94


Hs#S4807843
PPTC7
Chromosome 6 open reading frame 49
1
4.94
4.94


Hs#S4854304

Hypothetical protein FLJ38482
1
4.94
4.94


Hs#S5511550
RHOBTB2
1-acylglycerol-3-phosphate O-acyltransferase 6
1
4.94
4.94




(lysophosphatidic acid acyltransferase, zeta)


Hs#S5887779

Transcribed locus, strongly similar to XP_512748.2
1
4.94
4.94




similar to Protein fosB (G0/G1 switch regulatory




protein 3) [Pan troglodytes]


Hs#S5902854
WDR57
Intersectin 1 (SH3 domain protein)
1
4.94
4.94


Hs#S5946389
C1QTNF6
SREBF chaperone
1
4.88
4.88


Hs#S5978450
FEZ2
Citrate synthase
1
4.87
4.87


Hs#S6109353
STARD4
WW domain binding protein 11
1
4.86
4.86


Hs#S6128803
ZBTB38
TBC1 domain family, member 9B (with GRAM
1
4.83
4.83




domain)


Hs#S6134648
RPL23
Tumor necrosis factor receptor superfamily, member
1
4.82
4.82




10b


Hs#S7089897
RGPD5
Dystroglycan 1 (dystrophin-associated glycoprotein
1
4.80
4.80




1)


Hs#S785737
QSER1
F-box protein 41
1
4.80
4.80


Hs#S4615264
DYNC1I2
Collagen, type XVIII, alpha 1
1
4.74
4.74


Hs#S1731798
TAF15

1
4.49
4.49


Hs#S40833126
ARHGDIA
Uridine-cytidine kinase 2
1
4.45
4.45


Hs#S16507492
CDA
Eukaryotic translation initiation factor 2, subunit 3
1
4.45
4.45




gamma, 52 kDa


Hs#S4785071
GIT2
Kinesin family member C3
1
4.45
4.45


Hs#S4044799
SLC35B4
Ras homolog gene family, member T1
1
4.45
4.45


Hs#S20047532

Fucosyltransferase 10 (alpha (1,3)
1
4.45
4.45




fucosyltransferase)


Hs#S11046720

Chromosome 10 open reading frame 118
1
4.45
4.45


Hs#S1730518

Tigger transposable element derived 6
1
4.45
4.45


Hs#S34550083

Transcribed locus, strongly similar to
1
4.45
4.45




XP_001174013.1 cortactin isoform 1 [Pan





troglodytes]



Hs#S1730019
PTEN
CDNA FLJ36668 fis, clone UTERU2003926
1
4.45
4.45


Hs#S4840117
ACADM
G protein-coupled receptor 108
1
4.31
4.31


Hs#S6125478
MGLL
Chromosome 20 open reading frame 82
1
4.31
4.31


Hs#S6686750
EBNA1BP2
NADH dehydrogenase (ubiquinone) flavoprotein 1,
1
4.28
4.28




51 kDa


Hs#S19656836
ANTXR1
Sorting nexin 12
1
4.28
4.28


Hs#S1731396

Chromosome 14 open reading frame 32
1
4.28
4.28


Hs#S1731499
RAB6A

Homo sapiens, clone IMAGE: 6016214, mRNA

1
4.15
4.15


Hs#S377406
PQBP1
Crm, cramped-like (Drosophila)
1
4.15
4.15


Hs#S1727714

Laminin, beta 3
1
4.01
4.01


Hs#S16889729
SLC38A5
Solute carrier family 22 (organic cation transporter),
1
3.72
3.72




member 18


Hs#S4618455

Transcribed locus
1
3.72
3.72


Hs#S4395994
PVRL1
CDNA clone IMAGE: 5286699
1
3.72
3.72


Hs#S18388775
REPIN1
Transcribed locus
1
3.72
3.72


Hs#S4271114
ARIH2
WW domain binding protein 4 (formin binding
1
3.72
3.72




protein 21)


Hs#S33737228
KIAA 258
Transcribed locus
1
3.72
3.72


Hs#S17083357
TRIB1
Transcribed locus, moderately similar to
1
3.72
3.72




XP_342747.2 similar to BMS1-like, ribosome




assembly protein [Rattus norvegicus]


Hs#S4618607
TOLLIP
Transcribed locus
1
3.72
3.72


Hs#S15510173
ADAR
Transcribed locus
1
3.72
3.72


Hs#S16056502
COMMD3
Transcribed locus
1
3.72
3.72


Hs#S31785558
KIAA 664
Transcribed locus
1
3.72
3.72


Hs#S39299009
PTRF
Syntaxin binding protein 4
1
3.72
3.72


Hs#S16887491
SHKBP1

1
3.72
3.72


Hs#S5979068

MRNA full length insert cDNA clone EUROIMAGE
1
3.72
3.72




122871


Hs#S4831691
MAFG
Transcribed locus
1
3.72
3.72


Hs#S3334657
ATXN7L3
Chromosome 6 open reading frame 113
1
3.72
3.72


Hs#S21592567
OXSR1
STAM binding protein-like 1
1
3.72
3.72


Hs#S2929936
CPD
KIAA0423
1
3.72
3.72


Hs#S1263776
CCND1
Glycosyltransferase-like domain containing 1
1
3.72
3.72


Hs#S4075831
USP19
Thyroid adenoma associated
1
3.72
3.72


Hs#S33939840
IDUA
CDNA FLJ45088 fis, clone BRAWH3029313
1
3.72
3.72


Hs#S4622777
ROBO4
CDNA FLJ32587 fis, clone SPLEN2000402
1
3.72
3.72


Hs#S4285062
SMG5
Phosphatidylinositol glycan anchor biosynthesis,
1
3.72
3.72




class G


Hs#S35176164
HDAC1
CDNA FLJ41845 fis, clone NT2RI3003095
1
3.72
3.72


Hs#S3990709
ZMYND8
Cysteine sulfinic acid decarboxylase
1
3.72
3.72


Hs#S34542802
PICALM
Transcribed locus
1
3.72
3.72


Hs#S18600699
TNKS1BP1
Phosphatidylinositol glycan anchor biosynthesis,
1
3.72
3.72




class C


Hs#S4364791
ZFPL1
Integrin-binding sialoprotein (bone sialoprotein,
1
3.72
3.72




bone sialoprotein II)


Hs#S3374762
EML5
Killer cell lectin-like receptor subfamily A, member 1
1
3.72
3.72


Hs#S16886064

Tyrosine 3-monooxygenase/tryptophan 5-
1
3.72
3.72




monooxygenase activation protein, theta polypeptide


Hs#S1727540
PGD
Tripartite motif-containing 23
1
3.72
3.72


Hs#S1728251
CFL1
DEAD (Asp-Glu-Ala-As) box polypeptide 19B
1
3.72
3.72


Hs#S1731690
MAST2
MAGOH2 mRNA, partial sequence
1
3.72
3.72


Hs#S21296084
GTPBP6
Transcribed locus
1
3.72
3.72


Hs#S2655773
MGC15523
Hypothetical protein MGC10646
1
3.72
3.72


Hs#S2947943
TMEM43
Tetraspanin 15
1
3.72
3.72


Hs#S3335313
PSG4
Rearranged L-myc fusion
1
3.72
3.72


Hs#S4263754
POLS
Transcribed locus
1
3.72
3.72


Hs#S4622277
BRI3
Frizzled homolog 4 (Drosophila)
1
3.72
3.72


Hs#S4701569
PIGW
Hypothetical protein FLJ20425
1
3.72
3.72


Hs#S1732137
ASB13
Transcribed locus
1
3.72
3.72


Hs#S1730207
MAPK9
Zinc finger protein 574
1
3.72
3.72


Hs#S553744
FBXO34
RAB12, member RAS oncogene family
1
3.72
3.72


Hs#S3438404

Transcribed locus
1
3.72
3.72


Hs#S16819494
CYP4V2
CBF1 interacting corepressor
1
3.72
3.72


Hs#S16820209
FAM89A
Chromosome 21 open reading frame 6
1
3.72
3.72


Hs#S2140550
EZH2
Solute carrier family 4, sodium bicarbonate
1
3.72
3.72




cotransporter, member 7


Hs#S4284292
MCOLN1
Prostate cancer antigen 3
1
3.72
3.72


Hs#S5931028

Similar to RIKEN cDNA D330012F22 gene
1
3.72
3.72


Hs#S16818029
METTL5
Protein phosphatase 2, regulatory subunit B′, beta
1
3.72
3.72




isoform


Hs#S16820269
NPM1
Bardet-Biedl syndrome 2
1
3.72
3.72


Hs#S1731666
SKP2
Transcribed locus
1
3.72
3.72


Hs#S4396123

CDNA: FLJ22799 fis, clone KAIA2625
1
3.72
3.72


Hs#S16849936
LOC148189
CDNA: FLJ23388 fis, clone HEP17008
1
3.72
3.72


Hs#S38656788
ALDH16A1
Guanine nucleotide binding protein (G protein), beta
1
3.72
3.72




polypeptide 2-like 1


Hs#S1731989

Transcribed locus
1
3.72
3.72


Hs#S3601738
VPS13A
Transcribed locus
1
3.72
3.72


Hs#S1054906
MVD
Transcribed locus, moderately similar to
1
3.72
3.72




XP_001137633.1 similar to phosphorylase kinase




[Pan troglodytes]


Hs#S29944162
C6orf49
Transcribed locus
1
3.72
3.72


Hs#S15631509
FLJ38482
Transcribed locus, strongly similar to
1
3.72
3.72




NP_001038577.1 protein LOC566642 [Danio rerio]


Hs#S3837755
AGPAT6
Transcribed locus
1
3.72
3.72


Hs#S4554130

Fanconi anemia, complementation group F
1
3.72
3.72


Hs#S4621421
ITSN1
Transcribed locus, moderately similar to
1
3.72
3.72




XP_577968.2 hypothetical protein [Rattus





norvegicus]



Hs#S1560223

Wiskott-Aldrich syndrome (eczema-
1
3.72
3.72




thrombocytopenia)


Hs#S16817921
SCAP
Zinc finger CCCH-type containing 12A
1
3.72
3.72


Hs#S21284579
CS
Solute carrier family 12 (potassium/chloride
1
3.72
3.72




transporters), member 8


Hs#S24303509
WBP11
Similar to N(2),N(2)-dimethylguanosine tRNA
1
3.72
3.72




methyltransferase (tRNA(guanine-26,N(2)-N(2))




methyltransferase) (tRNA 2,2-dimethylguanosine-26




methyltransferase)




(tRNA(m(2,2)G26)dimethyltransferase)


Hs#S2655303
MADD
Similar to APC11 anaphase promoting complex
1
3.72
3.72




subunit 11 isoform 2


Hs#S3235532
TBC1D9B
Similar to LOC137392
1
3.72
3.72


Hs#S4029823
TNFRSF1B
Hypothetical gene supported by NM_014886
1
3.72
3.72


Hs#S4053965
DAG1

1
3.72
3.72


Hs#S41444297
FBXO41

1
3.72
3.72


Hs#S4552358
COL18A1
Potassium voltage-gated channel, subfamily G,
1
3.72
3.72




member 4


Hs#S4617250
LMNB2
CDNA FLJ30770 fis, clone FEBRA2000734
1
3.72
3.72


Hs#S4631472
TH1L
CDNA FLJ30384 fis, clone BRACE2008114
1
3.72
3.72


Hs#S783506
CBL
Mitochondrial ribosomal protein L47
1
3.72
3.72


Hs#S1972981
IQGAP1
Proteasome (prosome, macropain) subunit, alpha
1
3.72
3.72




type, 1


Hs#S39704905


1
3.72
3.72


Hs#S15631448
UCK2
Transcribed locus
1
3.72
3.72


Hs#S5931482
EIF2S3
Acid phosphatase 5, tartrate resistant
1
3.72
3.72


Hs#S1263912
KIFC3
Transcribed locus
1
3.72
3.72


Hs#S5978643
RHOT1
Transcribed locus, strongly similar to XP_509486.1
1
3.72
3.72




similar to unc-51-like kinase 1; unc-51 (C. elegans)-




like kinase 1 [Pan troglodytes]


Hs#S17821113
TRMT5
Transcribed locus
1
3.72
3.72


Hs#S5517881
KRT8

1
3.72
3.72


Hs#S17865332
FUT1
Hypothetical LOC554206
1
3.72
3.72


Hs#S1731237
C1orf118
Urothelial cancer associated 1
1
3.72
3.72


Hs#S1728873
TIGD6
MRNA; cDNA DKFZp547K189 (from clone
1
3.72
3.72




DKFZp547K189)


Hs#S36352308

FKSG88
1
3.72
3.72


Hs#S998390

Hypothetical protein MGC12760
1
3.72
3.72


Hs#S4808094
EEF1A2
MRNA; cDNA DKFZp434D1229 (from clone
1
3.72
3.72




DKFZp434D1229)


Hs#S16819943
TREML2
Transcribed locus
1
3.72
3.72


Hs#S1726692
GPR18
Chromatin modifying protein 4B
1
3.72
3.72


Hs#S1729841
C2orf82

1
3.72
3.72


Hs#S27074688
FAM12A
CDNA clone IMAGE: 4822326
1
3.72
3.72


Hs#S18076714
TUSC4
Fanconi anemia, complementation group C
1
3.72
3.72


Hs#S2293250
MRPL48
Heparan-alpha-glucosaminide N-acetyltransferase
1
3.72
3.72


Hs#S3547087
NDUFV1
SH3-domain GRB2-like pseudogene 1
1
3.72
3.72


Hs#S4410230
SNX12
Transcribed locus
1
3.72
3.72


Hs#S4617449
C14orf32
Transcribed locus
1
3.72
3.72


Hs#S37452909

Transcribed locus, strongly similar to
1
3.72
3.72




XP_001156507.1 hypothetical protein [Pan





troglodytes]



Hs#S39548371
PKN1
Transcribed locus
1
3.72
3.72


Hs#S3990331
CRAMP1L
Mixed lineage kinase 4
1
3.72
3.72


Hs#S2653639
LOC642469
Transcribed locus
1
3.72
3.72


Hs#S4546024
SDK1
Transcribed locus
1
3.72
3.72


Hs#S11046968
USP11
Transcribed locus
1
3.72
3.72


Hs#S19626865
PDE8A

Homo sapiens, clone IMAGE: 5211852, mRNA

1
3.72
3.72


Hs#S24574386
LAMB3
Transcribed locus
1
3.72
3.72
















TABLE 2







New targets for cancer treatment identified by


shRNA selection and verified by siRNA testing.












growth



Gene

inhibition
Enrichment


Symbol
Annotation
(%)
factor













AP1G1
Adaptor-related protein complex 1, gamma 1 subunit
17.6
48.23


BTBD9
BTB (POZ) domain containing 9
32.9
40.52


FAM120A
Family with sequence similarity 120A (Ossa/C9orf10)
24.1
21.41


FXC1
Fracture callus 1 homolog (rat) (TIM9B, TIMM10B)
43.7
68.39


LOC400027
Hypothetical gene supported by BC047417
20.4
60.57


NCAPD2
Non-SMC condensin I complex, subunit D2
27.8
38.71


NPC1
Niemann-Pick disease, type C1
15.0
43.49


OBSL1
Obscurin-like 1
23.6
45.92


RNF187
Ring finger protein 187
45.1
44.48


UBFD1
Ubiquitin family domain containing 1
23.1
40.12
















TABLE 3







Selection of GSE library.













Enriched two or



Infected
BrdU selected
more times by


Cell lines
Subset
subset
BrdU selection





BJ-hTERT
1842
1622
298


HT1080
2563
1014
344


PC3
1562
1833
430


T24
1862
1027
445


MDA-MB-231
1524
1574
181





Numbers of sequences homologous to Unigene clusters













TABLE 4







Genes giving rise to GSEs enriched by BrdU selection in two or more cell lines. Values representing


over 2-fold enrichment are highlighted in yellow.










Relative enrichment in selected set























MDA-
# of



Gene

BJ-



MB-
selections


Unigene ID
Symbol
Annotation
hTERT
HT1080
PC3
T24
321
enriched


















Hs#S21294316
C5orf13
Chromosome 5
616.52
0.00
2655.34
1947.42
1905.97
4




open reading




frame 13


Hs#S3219417
CYCS
Cytochrome c,
0.00
0.00
4.98
3.63
10.41
3




somatic


Hs#S4042915


0.00
2958.58
2.49
0.00
5.08
3


Hs#S4617512
VIM
Vimentin
3.97
2.08
27.37
0.00
0.00
3


Hs#S34543572
LOC64594
Similar to myosin
3.41
0.00
531.07
0.00
3.23
3




regulatory light




chain-like


Hs#S4712196
ERH
Enhancer of
4315.66
0.00
1062.13
2.42
0.00
3




rudimentary




homolog




(Drosophila)


Hs#S4407757
COX7A2
Cytochrome c
0.00
1.56
531.07
2.72
3.39
3




oxidase subunit




VIIa polypeptide 2




(liver)


Hs#S22515139
CGGBP1
CGG triplet repeat
0.00
2958.58
0.00
973.71
24.21
3




binding protein 1


Hs#S16889222
MGST1
Microsomal
0.00
0.00
7.47
973.71
9.68
3




glutathione S-




transferase 1


Hs#S1731283
GGPS1
Geranylgeranyl
2.84
986.19
0.00
1947.42
0.00
3




diphosphate




synthase 1


Hs#S1730201
PAICS
Phosphoribosylaminoimidazole
0.00
2958.58
2.49
0.00
635.32
3




carboxylase,




phosphoribosylaminoimidazole




succinocarboxamide




synthetase


Hs#S6163313
2H9

616.52
986.19
1.66
0.00
635.32
3


Hs#S4618585
POLE3
Polymerase (DNA
3699.14
3.12
6372.81
1.81
0.00
3




directed), epsilon 3




(p17 subunit)


Hs#S36352304
SR14
U2-associated
0.00
1972.39
531.07
1.81
635.32
3




SR140 protein


Hs#S37211072
THOC2
THO complex 2
0.00
3.12
0.00
1947.42
1905.97
3


Hs#S1732093
RNF13
Ring finger protein
1233.05
0.00
531.07
973.71
0.00
3




13


Hs#S38753720
PDHA1
Pyruvate
2466.09
3.12
0.00
973.71
0.00
3




dehydrogenase




(lipoamide) alpha 1


Hs#S16883457
RPL23
CDNA FLJ26326 fis,
0.00
3944.77
531.07
1947.42
0.00
3




clone HRT01120,




highly similar to




60S ribosomal




protein L23


Hs#S2140320
VPS24
Vacuolar protein
616.52
0.00
531.07
0.00
1270.65
3




sorting 24




homolog (S.cerevisiae)


Hs#S3991088
GTF2H5
General
616.52
2958.58
0.00
1947.42
0.00
3




transcription factor




IIH, polypeptide 5


Hs#S1729262
SEP15
15 kDa
2.04
1.04
0.55
10.88
0.54
2




selenoprotein


Hs#S2813090
UBE2T
Ubiquitin-
1.99
3.43
0.93
0.68
4.96
2




conjugating




enzyme E2T




(putative)


Hs#S1728170
VAPA

11.36
0.39
0.55
0.23
4.15
2


Hs#S6158998
RTN4
Reticulon 4
0.00
986.19
0.00
0.00
2.90
2


Hs#S16886558
AMZ2
Archaemetzincins-2
0.00
2.34
0.41
2921.13
0.00
2


Hs#S4622514
VPS29
Vacuolar protein
3.41
1972.39
0.00
0.91
1.61
2




sorting 29




homolog (S.cerevisiae)


Hs#S24303270
COPS5
COP9 constitutive
0.00
3.90
2.49
0.00
1.29
2




photomorphogenic




homolog subunit 5




(Arabidopsis)


Hs#S34122629
ADH5
Alcohol
0.57
0.00
0.00
973.71
2.58
2




dehydrogenase 5




(class III), chi




polypeptide


Hs#S2294449
MRPL1
Mitochondrial
3699.14
0.00
1062.13
0.00
0.00
2




ribosomal protein




L1


Hs#S4807293

Transcribed locus
1.14
2958.58
0.00
8.16
0.00
2


Hs#S1730224
CCT4
Chaperonin
0.00
4.67
0.00
5.44
0.00
2




containing TCP1,




subunit 4 (delta)


Hs#S21592131
SEC11A
SEC11 homolog A
0.00
0.00
12.44
9.07
0.00
2




(S.cerevisiae)


Hs#S4279806
RPL22
Ribosomal protein
2.27
0.00
531.07
0.00
0.00
2




L22


Hs#S16819791

MRNA; cDNA
0.00
0.00
0.00
3.63
17.91
2




DKFZp686D17123




(from clone




DKFZp686D17123)


Hs#S2821115
DC2
DC2 protein
0.00
986.19
0.00
0.00
4.84
2


Hs#S1731274
CCNI

616.52
0.00
0.83
1947.42
0.00
2


Hs#S16818021
FAM6A
Family with
#######
0.00
0.00
973.71
0.00
2




sequence similarity




60, member A


Hs#S473874


0.00
0.00
1062.13
973.71
0.00
2


Hs#S4719030

Transcribed locus,
1.14
986.19
2124.27
0.00
0.00
2




weakly similar to




XP_001126181.1




similar to Cyclin-L2




(Paneth cell-




enhanced




expression protein)




isoform 2 [Homo





sapiens]



Hs#S2373081

Transcribed locus
0.00
0.00
531.07
0.00
3.39
2


Hs#S27598574
UBA52
Ubiquitin A-52
616.52
0.00
0.00
0.00
4.36
2




residue ribosomal




protein fusion




product 1


Hs#S6155739

Transcribed locus
0.00
0.00
1062.13
973.71
0.00
2


Hs#S4264145

Transcribed locus,
1.14
0.00
2655.34
0.91
3.87
2




strongly similar to




NP_066953.1




isomerase A




isoform 1 [Homo





sapiens]



Hs#S1726877
GSTM3
Glutathione S-
1.14
2.34
3.32
0.60
0.00
2




transferase M3




(brain)


Hs#S2654679
Ndufv2
CDNA fis, A-
616.52
0.00
531.07
0.00
0.97
2




COL04217, highly




similar to Homo





sapiens





mitochondrion,




NADH




dehydrogenase




subunit 2


Hs#S16889285
ATP5J2
ATP synthase, H+
2.27
6.23
0.00
0.91
0.00
2




transporting,




mitochondrial F0




complex, subunit




F2


Hs#S1729877
CALCOCO2
Calcium binding
0.00
3.12
531.07
0.91
0.00
2




and coiled-coil




domain 2


Hs#S38795124
HTATIP2
HIV-1 Tat
0.00
2958.58
531.07
0.00
0.00
2




interactive protein




2, 30 kDa


Hs#S3988730
FAM112B
Family with
616.52
0.78
0.00
7.25
0.00
2




sequence similarity




112, member B


Hs#S1728131
UAP1
UDP-N-
0.00
1972.39
0.83
14.50
0.00
2




acteylglucosamine




pyrophosphorylase 1


Hs#S1730715
MAP1B
3′UTR of
0.00
0.00
531.07
3.63
0.00
2




hypothetical




protein (ORF1)


Hs#S7113046
S1B
S100 calcium
0.00
0.00
531.07
9.07
0.00
2




binding protein B


Hs#S3438442
CYB5B
Cytochrome b5
0.00
986.19
0.00
5.44
0.00
2




type B (outer




mitochondrial




membrane)


Hs#S24303189
Zfp27
Transcribed locus
0.00
0.00
1062.13
0.00
45.51
2


Hs#S40831018
RPP3
Ribonuclease
6.81
1972.39
0.00
0.00
0.00
2




P/MRP 30 kDa




subunit


Hs#S21592214
SDAD1
SDA1 domain
0.00
4.67
0.41
973.71
0.00
2




containing 1


Hs#S2652741
C7orf44
Chromosome 7
6165.23
0.00
0.83
973.71
0.00
2




open reading




frame 44


Hs#S5516781
PLRG1
Pleiotropic
0.00
986.19
0.00
973.71
0.00
2




regulator 1 (PRL1




homolog,





Arabidopsis)



Hs#S16884266
SF3A3
Splicing factor 3a,
0.00
986.19
7.05
0.00
0.00
2




subunit 3, 60 kDa


Hs#S16820013
NOL5A
Nucleolar protein
0.00
3.12
2.49
0.00
0.00
2




5A (56 kDa with




KKE/D repeat)


Hs#S1730191
GOT2
Glutamic-
0.00
2958.58
3.32
0.00
0.00
2




oxaloacetic




transaminase 2,




mitochondrial




(aspartate




aminotransferase




2)


Hs#S2949832
HIGD1A
HIG1 domain
0.00
0.00
531.07
1947.42
0.00
2




family, member 1A


Hs#S305321
PPIG
Peptidylprolyl
616.52
0.00
0.00
973.71
0.00
2




isomerase G




(cyclophilin G)


Hs#S935286

Transcribed locus
1.70
0.00
1062.13
973.71
0.00
2


Hs#S1730674
JUN
Jun oncogene
0.00
0.00
0.00
973.71
46.48
2


Hs#S20337893
IL2RG
Interleukin 2
0.00
0.00
531.07
0.00
3.87
2




receptor, gamma




(severe combined




immunodeficiency)


Hs#S16887291
SERP1
Stress-associated
0.00
1.56
0.00
1947.42
2.90
2




endoplasmic




reticulum protein 1


Hs#S1731293
KDELR2
KDEL (Lys-Asp-Glu-
7.95
1972.39
0.00
0.00
0.00
2




Leu) endoplasmic




reticulum protein




retention receptor 2


Hs#S21280884
H3F3A
H3 histone, family
0.00
1972.39
1062.13
0.00
0.00
2




3A


Hs#S2139380
DLG7
Discs, large
0.00
0.00
1062.13
1947.42
0.00
2




homolog 7




(Drosophila)


Hs#S4033407

Transcribed locus
616.52
0.00
531.07
0.00
0.00
2


Hs#S4613263
PTGES3
Prostaglandin E
0.00
1972.39
0.00
973.71
0.00
2




synthase 3




(cytosolic)


Hs#S21305093
RPL32
Ribosomal protein
2.27
0.00
0.00
3.63
0.00
2




L32


Hs#S4619982
SFRS7
Splicing factor,
3.41
4930.97
0.00
0.00
0.00
2




arginine/serine-




rich 7, 35 kDa


Hs#S11046593
C1orf14
Chromosome 10
0.00
986.19
531.07
0.00
0.00
2




open reading




frame 104


Hs#S3990753

CDNA FLJ30885 fis,
3.41
0.78
0.00
2.72
0.00
2




clone




FEBRA2004987


Hs#S1731677
SUPT16H
Suppressor of Ty
0.00
1972.39
0.00
3.63
0.00
2




16 homolog (S.cerevisiae)


Hs#S1732353
NPEPPS
Aminopeptidase
4.54
0.00
3.32
0.00
0.00
2




puromycin




sensitive


Hs#S16631302
KTN1
Kinectin 1 (kinesin
1233.05
3.12
0.00
0.00
0.00
2




receptor)


Hs#S1242824


0.00
0.00
1593.20
5.44
0.00
2


Hs#S4046545
TCEAL2
Transcription
2.27
0.00
531.07
0.00
0.00
2




elongation factor A




(SII)-like 2


Hs#S1727241
NRD1
Nardilysin (N-
616.52
1972.39
0.00
0.00
0.00
2




arginine dibasic




convertase)


Hs#S1728832
CLTC
Clathrin, heavy
0.00
986.19
531.07
0.00
0.00
2




chain (Hc)


Hs#S19626866
YLPM1
YLP motif
0.00
0.00
531.07
3.63
0.00
2




containing 1


Hs#S27228224
USP16
Ubiquitin specific
616.52
1972.39
0.00
0.00
0.00
2




peptidase 16


Hs#S3218912
CD44
CD44 molecule
0.00
0.00
531.07
0.00
1270.65
2




(Indian blood




group)


Hs#S4192208
CD63
CD63 molecule
616.52
0.00
2124.27
0.00
0.00
2


Hs#S857804


616.52
0.00
0.00
3.63
0.00
2


Hs#S1970929
WDSOF1
WD repeats and
1849.57
4.67
0.00
0.00
0.00
2




SOF1 domain




containing


Hs#S2649909
FDPS
Farnesyl
0.00
986.19
0.00
973.71
0.00
2




diphosphate




synthase (farnesyl




pyrophosphate




synthetase,




dimethylallyltranstransferase,




geranyltranstransferase)


Hs#S4569950

Transcribed locus
616.52
0.00
0.00
0.00
635.32
2


Hs#S16889879
HMGB1
High-mobility
11.92
0.78
0.83
0.00
3811.94
2




group box 1


Hs#S16057065
PDZD11
PDZ domain
0.00
12.47
0.00
973.71
0.00
2




containing 11


Hs#S16889002
DNTTIP2
Deoxynucleotidyltransferase,
616.52
0.00
0.00
973.71
0.00
2




terminal,




interacting protein 2


Hs#S1730362
RAD21
RAD21 homolog (S. pombe)
0.00
986.19
0.00
973.71
0.00
2


Hs#S16975412
S1A4
S100 calcium
0.00
3944.77
0.00
1947.42
0.00
2




binding protein A4


Hs#S2652251
LSM5
LSM5 homolog, U6
0.00
1972.39
2.49
0.00
0.00
2




small nuclear RNA




associated (S.cerevisiae)


Hs#S2816175
TMEM126B
Transmembrane
0.00
1972.39
0.00
973.71
0.00
2




protein 126B


Hs#S4616821
UBE2V2
Ubiquitin-
0.00
1972.39
0.00
973.71
0.00
2




conjugating




enzyme E2 variant 2


Hs#S15115685
CSNK2A1

616.52
1972.39
0.00
0.00
0.00
2


Hs#S16507502
LOC28472
Hypothetical
616.52
0.00
0.00
973.71
0.00
2




protein LOC284702


Hs#S1726314
ATP6V1B2
ATPase, H+
1849.57
1972.39
0.00
0.00
0.00
2




transporting,




lysosomal




56/58 kDa, V1




subunit B2


Hs#S1728180
VIL2
Villin 2 (ezrin)
616.52
0.00
0.00
0.00
635.32
2


Hs#S17853742
TIMM23
Translocase of
1233.05
986.19
0.00
0.00
0.00
2




inner




mitochondrial




membrane 23




homolog (yeast)


Hs#S21592443
MRPL42
Mitochondrial
0.00
0.00
2.49
1947.42
0.00
2




ribosomal protein




L42


Hs#S2293443
SMU1
Smu-1 suppressor
616.52
0.00
0.00
1947.42
0.00
2




of mec-8 and unc-




52 homolog (C. elegans)


Hs#S2293771
CMTM6
CKLF-like MARVEL
0.00
986.19
0.00
973.71
0.00
2




transmembrane




domain containing 6


Hs#S3323029
PDCD1
Programmed cell
0.00
986.19
0.00
973.71
0.00
2




death 10


Hs#S4617593
XBP1
X-box binding
0.00
0.00
2.49
1947.42
0.00
2




protein 1


Hs#S4831715
FIP1L1
FIP1 like 1 (S.cerevisiae)
0.00
0.00
0.00
973.71
635.32
2


Hs#S4026538

Transcribed locus,
0.00
0.52
1062.13
973.71
0.00
2




strongly similar to




XP_001130365.1




similar to S-phase




kinase-associated




protein 1A isoform




b [Homo sapiens]


Hs#S16817574
CNIH4
Cornichon
0.00
0.00
531.07
973.71
0.00
2




homolog 4




(Drosophila)


Hs#S1974192
BFAR
Bifunctional
0.00
1.56
1062.13
0.00
2541.30
2




apoptosis




regulator


Hs#S2434757

Transcribed locus
0.00
7.79
531.07
0.00
0.00
2


Hs#S3220040
RNF2
Ring finger protein
616.52
0.00
531.07
0.00
0.00
2




20


Hs#S4384817
RPS7
Ribosomal protein
0.00
0.00
531.07
3894.84
0.00
2




S7


Hs#S6683006
GABARAPL2
GABA(A) receptor-
616.52
0.00
531.07
0.00
0.00
2




associated protein-




like 2


Hs#S1731150
EIF3S1
Eukaryotic
2.84
0.00
531.07
0.00
0.00
2




translation




initiation factor 3,




subunit 10 theta,




150/170 kDa


Hs#S2652974
WDR61
WD repeat domain
0.00
0.00
531.07
973.71
0.00
2




61


Hs#S3990520
ZMAT2
Zinc finger, matrin
0.00
0.00
531.07
2921.13
0.00
2




type 2


Hs#S1394998

Transcribed locus,
0.00
1972.39
0.00
1947.42
0.00
2




strongly similar to




XP_001069671.1




similar to




peptidylprolyl




isomerase




(cyclophilin)-like 1




[Rattus norvegicus]


Hs#S19656426
GART
Phosphoribosylglycinamide
0.00
0.00
531.07
1947.42
0.00
2




formyltransferase,




phosphoribosylglycinamide




synthetase,




phosphoribosylaminoimidazole




synthetase


Hs#S23238619

Transcribed locus,
2.27
0.00
0.00
973.71
0.00
2




weakly similar to




XP_001165780.1




similar to




ribosomal protein




L11 [Pan





troglodytes]



Hs#S24302642
YWHAB
Tyrosine 3-
0.00
1972.39
0.00
4868.55
0.00
2




monooxygenase/tryptophan




5-




monooxygenase




activation protein,




beta polypeptide


Hs#S2798208
LOC38872
Similar to ubiquitin
2.27
1972.39
0.00
0.00
0.00
2




and ribosomal




protein S27a




precursor


Hs#S4373401
ACAT2
Acetyl-Coenzyme A
0.00
0.00
0.00
973.71
6988.56
2




acetyltransferase 2




(acetoacetyl




Coenzyme A




thiolase)


Hs#S4623136
C6orf173
Chromosome 6
0.00
0.00
531.07
973.71
0.00
2




open reading




frame 173


Hs#S4688195
CKS2
CDC28 protein
0.00
0.00
531.07
3894.84
0.00
2




kinase regulatory




subunit 2


Hs#S11154180
PARN
Poly(A)-specific
0.00
0.00
531.07
973.71
0.00
2




ribonuclease




(deadenylation




nuclease)


Hs#S1503665

Transcribed locus
616.52
0.00
0.00
0.00
635.32
2


Hs#S1560391

Transcribed locus
1849.57
0.00
0.00
973.71
0.00
2


Hs#S16056991
COX15
COX15 homolog,
0.00
0.00
1593.20
973.71
0.00
2




cytochrome c




oxidase assembly




protein (yeast)


Hs#S16818161
ZKSCAN5
Zinc finger with
8631.32
0.00
531.07
0.00
0.00
2




KRAB and SCAN




domains 5


Hs#S16819564
HNRPH1
Heterogeneous
0.00
3944.77
2124.27
0.00
0.00
2




nuclear




ribonucleoprotein




H1 (H)


Hs#S16885038
SLC25A37
Solute carrier
0.00
0.00
1062.13
973.71
0.00
2




family 25, member




37


Hs#S1728272
AGL
Amylo-1,6-
1233.05
0.00
531.07
0.00
0.00
2




glucosidase, 4-




alpha-




glucanotransferase




(glycogen




debranching




enzyme, glycogen




storage disease




type III)


Hs#S1729079
PRDX6
Peroxiredoxin 6
4932.18
986.19
0.00
0.00
0.00
2


Hs#S1729804
G3BP1
GTPase activating
0.00
0.00
2124.27
0.00
635.32
2




protein (SH3




domain) binding




protein 1


Hs#S1729843
SNUPN
Snurportin 1
0.00
986.19
0.00
0.00
635.32
2


Hs#S1730168
CA8
Carbonic
616.52
1972.39
0.00
0.00
0.00
2




anhydrase VIII


Hs#S1732156
CHES1
Checkpoint
0.00
986.19
0.00
973.71
0.00
2




suppressor 1


Hs#S1969051
NDFIP2
Nedd4 family
0.00
0.00
1062.13
973.71
0.00
2




interacting protein 2


Hs#S20986282

Transcribed locus
0.00
986.19
531.07
0.00
0.00
2


Hs#S21274950
SERPINB1
Serpin peptidase
616.52
0.00
531.07
0.00
0.00
2




inhibitor, clade B




(ovalbumin),




member 1


Hs#S21292924
PRPSAP1
Phosphoribosyl
0.00
1972.39
0.00
973.71
0.00
2




pyrophosphate




synthetase-




associated protein 1


Hs#S21312161
UBL5
Ubiquitin-like 5
0.00
0.00
1062.13
0.00
3176.62
2


Hs#S2138838
BAZ1A

0.00
0.00
0.00
973.71
6988.56
2


Hs#S2139186
STAU2
Staufen, RNA
3082.61
0.00
0.00
973.71
0.00
2




binding protein,




homolog 2




(Drosophila)


Hs#S2293866
HIF1AN
Hypoxia-inducible
0.00
2958.58
531.07
0.00
0.00
2




factor 1, alpha




subunit inhibitor


Hs#S2294120
PARL
Presenilin
616.52
0.00
531.07
0.00
0.00
2




associated,




rhomboid-like


Hs#S2359807


0.00
1972.39
0.00
0.00
1905.97
2


Hs#S24849465
NR3C1
Nuclear receptor
616.52
0.00
531.07
0.00
0.00
2




subfamily 3, group




C, member 1




(glucocorticoid




receptor)


Hs#S26153487
SC5DL
Sterol-C5-
616.52
0.00
0.00
973.71
0.00
2




desaturase (ERG3




delta-5-desaturase




homolog, S.cerevisiae)-




like


Hs#S29570898

Transcribed locus
0.00
0.00
0.00
973.71
3176.62
2


Hs#S3293525

Transcribed locus
616.52
0.00
0.00
973.71
0.00
2


Hs#S33939810
SMC2
Structural
0.00
0.00
3186.40
973.71
0.00
2




maintenance of




chromosomes 2


Hs#S34122865
Q9H6U6

616.52
0.00
531.07
0.00
0.00
2


Hs#S3438886
SLTM
SAFB-like,
0.00
2958.58
531.07
0.00
0.00
2




transcription




modulator


Hs#S3488016

Transcribed locus,
0.00
0.00
531.07
1947.42
0.00
2




moderately similar




to NP_066357.1




protein L36a




[Homo sapiens]


Hs#S3646083

Transcribed locus
0.00
0.00
0.00
973.71
1270.65
2


Hs#S38657617

Transcribed locus,
616.52
0.00
1062.13
0.00
0.00
2




weakly similar to




NP_039502.1 b




[Schizosaccharomyces





pombe]



Hs#S4273337
MRPS28
Mitochondrial
0.00
3944.77
0.00
973.71
0.00
2




ribosomal protein




S28


Hs#S4283824
USP33
Ubiquitin specific
0.00
0.00
1062.13
973.71
0.00
2




peptidase 33


Hs#S4618631
SCOC
Short coiled-coil
7398.27
0.00
0.00
1947.42
0.00
2




protein


Hs#S5516731


Homo sapiens,

616.52
4930.97
0.00
0.00
0.00
2




clone




IMAGE: 3923347,




mRNA


Hs#S5949691

Transcribed locus,
0.00
0.00
0.00
973.71
635.32
2




strongly similar to




XP_001064547.1




similar to




translocase of




outer




mitochondrial




membrane 7




homolog [Rattus





norvegicus]

















TABLE 5







Genes giving rise to GSEs enriched by BrdU selection in at least one tumor cell line but


not in BJ-hTERT. Values representing over 2-fold enrichment are highlighted in yellow.










Relative enrichment in selected set
# of















Gene




MDA-
selections


Unigene ID
Symbol
Annotation
HT1080
PC3
T24
MB-321
enriched

















Hs#S16883457
RPL23
CDNA FLJ26326 fis, clone
3944.77
531.07
1947.42
0.00
3




HRT01120, highly similar to 60S




ribosomal protein L23


Hs#S4042915


2958.58
2.49
0.00
5.08
3


Hs#S22515139
CGGBP1
CGG triplet repeat binding
2958.58
0.00
973.71
24.21
3




protein 1


Hs#S1730201
PAICS
Phosphoribosylaminoimidazole
2958.58
2.49
0.00
635.32
3




carboxylase,




phosphoribosylaminoimidazole




succinocarboxamide synthetase


Hs#S36352304
SR14
U2-associated SR140 protein
1972.39
531.07
1.81
635.32
3


Hs#S37211072
THOC2
THO complex 2
3.12
0.00
1947.42
1905.97
3


Hs#S4407757
COX7A2
Cytochrome c oxidase subunit
1.56
531.07
2.72
3.39
3




VIIa polypeptide 2 (liver)


Hs#S3219417
CYCS
Cytochrome c, somatic
0.00
4.98
3.63
10.41
3


Hs#S16889222
MGST1
Microsomal glutathione S-
0.00
7.47
973.71
9.68
3




transferase 1


Hs#S16975412
S1A4
S100 calcium binding protein A4
3944.77
0.00
1947.42
0.00
2


Hs#S16819564
HNRPH1
Heterogeneous nuclear
3944.77
2124.27
0.00
0.00
2




ribonucleoprotein H1 (H)


Hs#S4273337
MRPS28
Mitochondrial ribosomal protein
3944.77
0.00
973.71
0.00
2




S28


Hs#S38795124
HTATIP2
HIV-1 Tat interactive protein 2,
2958.58
531.07
0.00
0.00
2




30 kDa


Hs#S1730191
GOT2
Glutamic-oxaloacetic
2958.58
3.32
0.00
0.00
2




transaminase 2, mitochondrial




(aspartate aminotransferase 2)


Hs#S2293866
HIF1AN
Hypoxia-inducible factor 1, alpha
2958.58
531.07
0.00
0.00
2




subunit inhibitor


Hs#S3438886
SLTM
SAFB-like, transcription
2958.58
531.07
0.00
0.00
2




modulator


Hs#S4807293

Transcribed locus
2958.58
0.00
8.16
0.00
2


Hs#S1728131
UAP1
UDP-N-acteylglucosamine
1972.39
0.83
14.50
0.00
2




pyrophosphorylase 1


Hs#S21280884
H3F3A
H3 histone, family 3A
1972.39
1062.13
0.00
0.00
2


Hs#S4613263
PTGES3
Prostaglandin E synthase 3
1972.39
0.00
973.71
0.00
2




(cytosolic)


Hs#S1731677
SUPT16H
Suppressor of Ty 16 homolog (S.cerevisiae)
1972.39
0.00
3.63
0.00
2


Hs#S2652251
LSM5
LSM5 homolog, U6 small nuclear
1972.39
2.49
0.00
0.00
2




RNA associated (S.cerevisiae)


Hs#S2816175
TMEM126B
Transmembrane protein 126B
1972.39
0.00
973.71
0.00
2


Hs#S4616821
UBE2V2
Ubiquitin-conjugating enzyme E2
1972.39
0.00
973.71
0.00
2




variant 2


Hs#S1394998

Transcribed locus, strongly similar
1972.39
0.00
1947.42
0.00
2




to XP_001069671.1 similar to




peptidylprolyl isomerase




(cyclophilin)-like 1 [Rattus





norvegicus]



Hs#S24302642
YWHAB
Tyrosine 3-
1972.39
0.00
4868.55
0.00
2




monooxygenase/tryptophan 5-




monooxygenase activation




protein, beta polypeptide


Hs#S21292924
PRPSAP1
Phosphoribosyl pyrophosphate
1972.39
0.00
973.71
0.00
2




synthetase-associated protein 1


Hs#S2359807


1972.39
0.00
0.00
1905.97
2


Hs#S6158998
RTN4
Reticulon 4
986.19
0.00
0.00
2.90
2


Hs#S2821115
DC2
DC2 protein
986.19
0.00
0.00
4.84
2


Hs#S3438442
CYB5B
Cytochrome b5 type B (outer
986.19
0.00
5.44
0.00
2




mitochondrial membrane)


Hs#S5516781
PLRG1
Pleiotropic regulator 1 (PRL1
986.19
0.00
973.71
0.00
2




homolog, Arabidopsis)


Hs#S16884266
SF3A3
Splicing factor 3a, subunit 3,
986.19
7.05
0.00
0.00
2




60 kDa


Hs#S11046593
C1orf14
Chromosome 10 open reading
986.19
531.07
0.00
0.00
2




frame 104


Hs#S1728832
CLTC
Clathrin, heavy chain (Hc)
986.19
531.07
0.00
0.00
2


Hs#S2649909
FDPS
Farnesyl diphosphate synthase
986.19
0.00
973.71
0.00
2




(farnesyl pyrophosphate




synthetase,




dimethylallyltranstransferase,




geranyltranstransferase)


Hs#S1730362
RAD21
RAD21 homolog (S. pombe)
986.19
0.00
973.71
0.00
2


Hs#S2293771
CMTM6
CKLF-like MARVEL
986.19
0.00
973.71
0.00
2




transmembrane domain




containing 6


Hs#S3323029
PDCD1
Programmed cell death 10
986.19
0.00
973.71
0.00
2


Hs#S1729843
SNUPN
Snurportin 1
986.19
0.00
0.00
635.32
2


Hs#S1732156
CHES1
Checkpoint suppressor 1
986.19
0.00
973.71
0.00
2


Hs#S20986282

Transcribed locus
986.19
531.07
0.00
0.00
2


Hs#S4719030

Transcribed locus, weakly similar
986.19
2124.27
0.00
0.00
2




to XP_001126181.1 similar to




Cyclin-L2 (Paneth cell-enhanced




expression protein) isoform 2




[Homo sapiens]


Hs#S16057065
PDZD11
PDZ domain containing 11
12.47
0.00
973.71
0.00
2


Hs#S2434757

Transcribed locus
7.79
531.07
0.00
0.00
2


Hs#S1730224
CCT4
Chaperonin containing TCP1,
4.67
0.00
5.44
0.00
2




subunit 4 (delta)


Hs#S21592214
SDAD1
SDA1 domain containing 1
4.67
0.41
973.71
0.00
2


Hs#S24303270
COPS5
COP9 constitutive
3.90
2.49
0.00
1.29
2




photomorphogenic homolog




subunit 5 (Arabidopsis)


Hs#S2813090
UBE2T
Ubiquitin-conjugating enzyme
3.43
0.93
0.68
4.96
2




E2T (putative)


Hs#S1729877
CALCOCO2
Calcium binding and coiled-coil
3.12
531.07
0.91
0.00
2




domain 2


Hs#S16820013
NOL5A
Nucleolar protein 5A (56 kDa with
3.12
2.49
0.00
0.00
2




KKE/D repeat)


Hs#S16886558
AMZ2
Archaemetzincins-2
2.34
0.41
2921.13
0.00
2


Hs#S1726877
GSTM3
Glutathione S-transferase M3
2.34
3.32
0.60
0.00
2




(brain)


Hs#S16887291
SERP1
Stress-associated endoplasmic
1.56
0.00
1947.42
2.90
2




reticulum protein 1


Hs#S1974192
BFAR
Bifunctional apoptosis regulator
1.56
1062.13
0.00
2541.30
2


Hs#S4026538

Transcribed locus, strongly similar
0.52
1062.13
973.71
0.00
2




to XP_001130365.1 similar to S-




phase kinase-associated protein




1A isoform b [Homo sapiens]


Hs#S21592131
SEC11A
SEC11 homolog A (S.cerevisiae)
0.00
12.44
9.07
0.00
2


Hs#S16819791

MRNA; cDNA DKFZp686D17123
0.00
0.00
3.63
17.91
2




(from clone DKFZp686D17123)


Hs#S473874


0.00
1062.13
973.71
0.00
2


Hs#S2373081

Transcribed locus
0.00
531.07
0.00
3.39
2


Hs#S6155739

Transcribed locus
0.00
1062.13
973.71
0.00
2


Hs#S1730715
MAP1B
3′UTR of hypothetical protein
0.00
531.07
3.63
0.00
2




(ORF1)


Hs#S7113046
S1B
S100 calcium binding protein B
0.00
531.07
9.07
0.00
2


Hs#S24303189
Zfp27
Transcribed locus
0.00
1062.13
0.00
45.51
2


Hs#S2949832
HIGD1A
HIG1 domain family, member 1A
0.00
531.07
1947.42
0.00
2


Hs#S1730674
JUN
Jun oncogene
0.00
0.00
973.71
46.48
2


Hs#S20337893
IL2RG
Interleukin 2 receptor, gamma
0.00
531.07
0.00
3.87
2




(severe combined




immunodeficiency)


Hs#S2139380
DLG7
Discs, large homolog 7
0.00
1062.13
1947.42
0.00
2




(Drosophila)


Hs#S1242824


0.00
1593.20
5.44
0.00
2


Hs#S19626866
YLPM1
YLP motif containing 1
0.00
531.07
3.63
0.00
2


Hs#S3218912
CD44
CD44 molecule (Indian blood
0.00
531.07
0.00
1270.65
2




group)


Hs#S21592443
MRPL42
Mitochondrial ribosomal protein
0.00
2.49
1947.42
0.00
2




L42


Hs#S4617593
XBP1
X-box binding protein 1
0.00
2.49
1947.42
0.00
2


Hs#S4831715
FIP1L1
FIP1 like 1 (S.cerevisiae)
0.00
0.00
973.71
635.32
2


Hs#S16817574
CNIH4
Cornichon homolog 4
0.00
531.07
973.71
0.00
2




(Drosophila)


Hs#S4384817
RPS7
Ribosomal protein S7
0.00
531.07
3894.84
0.00
2


Hs#S2652974
WDR61
WD repeat domain 61
0.00
531.07
973.71
0.00
2


Hs#S3990520
ZMAT2
Zinc finger, matrin type 2
0.00
531.07
2921.13
0.00
2


Hs#S19656426
GART
Phosphoribosylglycinamide
0.00
531.07
1947.42
0.00
2




formyltransferase,




phosphoribosylglycinamide




synthetase,




phosphoribosylaminoimidazole




synthetase


Hs#S4373401
ACAT2
Acetyl-Coenzyme A
0.00
0.00
973.71
6988.56
2




acetyltransferase 2 (acetoacetyl




Coenzyme A thiolase)


Hs#S4623136
C6orf173
Chromosome 6 open reading
0.00
531.07
973.71
0.00
2




frame 173


Hs#S4688195
CKS2
CDC28 protein kinase regulatory
0.00
531.07
3894.84
0.00
2




subunit 2


Hs#S11154180
PARN
Poly(A)-specific ribonuclease
0.00
531.07
973.71
0.00
2




(deadenylation nuclease)


Hs#S16056991
COX15
COX15 homolog, cytochrome c
0.00
1593.20
973.71
0.00
2




oxidase assembly protein (yeast)


Hs#S16885038
SLC25A37
Solute carrier family 25, member
0.00
1062.13
973.71
0.00
2




37


Hs#S1729804
G3BP1
GTPase activating protein (SH3
0.00
2124.27
0.00
635.32
2




domain) binding protein 1


Hs#S1969051
NDFIP2
Nedd4 family interacting protein 2
0.00
1062.13
973.71
0.00
2


Hs#S21312161
UBL5
Ubiquitin-like 5
0.00
1062.13
0.00
3176.62
2


Hs#S2138838
BAZ1A

0.00
0.00
973.71
6988.56
2


Hs#S29570898

Transcribed locus
0.00
0.00
973.71
3176.62
2


Hs#S33939810
SMC2
Structural maintenance of
0.00
3186.40
973.71
0.00
2




chromosomes 2


Hs#S3488016

Transcribed locus, moderately
0.00
531.07
1947.42
0.00
2




similar to NP_066357.1 protein




L36a [Homo sapiens]


Hs#S3646083

Transcribed locus
0.00
0.00
973.71
1270.65
2


Hs#S4283824
USP33
Ubiquitin specific peptidase 33
0.00
1062.13
973.71
0.00
2


Hs#S5949691

Transcribed locus, strongly similar
0.00
0.00
973.71
635.32
2




to XP_001064547.1 similar to




translocase of outer




mitochondrial membrane 7




homolog [Rattus norvegicus]


Hs#S34122629
ADH5
Alcohol dehydrogenase 5 (class
0.00
0.00
973.71
2.58
2




III), chi polypeptide


Hs#S4264145

Transcribed locus, strongly similar
0.00
2655.34
0.91
3.87
2




to NP_066953.1 isomerase A




isoform 1 [Homo sapiens]


Hs#S935286

Transcribed locus
0.00
1062.13
973.71
0.00
2
















TABLE 6







New targets for cancer treatment identified by


GSE selection and verified by siRNA testing.









% growth inhibition in













MDA-




Gene

MB-231

HT1080


Symbol
Annotation
cells
T24 cells
cells














COPZ1
Coatomer protein complex,
70.43
34.31
93.14



subunit zeta 1


THOC2
THO complex 2
46.63
7.39
30.94


DPAGT1
Dolichyl-phosphate
51.62
36.67
63.20



(UDP-N-acetylglucosamine)



N-acetylglucosamine-



phosphotransferase 1



(GlcNAc-1-P transferase)


CGGBP1
CGG triplet repeat
25.67
27.23
63.45



binding protein 1


SR140
U2-associated SR140 protein
34.38
26.79
48.14









The following examples are intended to further illustrate the invention and are not intended to be construed to limit the scope of the invention.


Example 1
Preparation of a Normalized Random Fragment shRNA Library from MCF-7 Breast Carcinoma Cells

The shRNA library was prepared as follows. The strategy for shRNA library construction is depicted in FIG. 1. The starting material was a random-fragment (GSE) library of normalized cDNA from MCF7 breast carcinoma cells using previously described procedures (Primiano et al., 2003) and cloned in retroviral vector LmGCX (Kandel et al., 1997). cDNA inserts with their flanking 5′ and 3′ adaptors were amplified from the GSE library by PCR using adaptor-derived primers (Step 1). The primer corresponding to the 5′ adaptor was biotinylated, and the primer corresponding to the 3′ adaptor was sequence-modified to create a MmeI site at a position that allows for MmeI digestion within the cDNA sequence after random octanucleotide reverse transcription priming site. MmeI cuts within the cDNA sequence 18-20 nt away from its recognition site, thus producing a targeting sequence of a size suitable for shRNA. MmeI digestion was used to remove the adaptor and the octanucleotide-derived sequence, generating a two-nucleotide NN overhang at the 3′ end. The MmeI-digested 100-500 by fragments were gel-purified and ligated with hairpin adaptor (step 2), containing a NN overhang at the 3′ end. The ligated material was bound to Dynabeads® M-270 Streptavidin magnetic beads (Invitrogen/Dynal) and digested at the MmeI site in the hairpin adaptor (step 3), so that fragments containing the hairpin adaptor and 19 to 21 by of cDNA sequences could be separated from fragments containing the 5′ adaptor, which remained bound to the streptavidin beads. The purified fragments were then used for ligation with TA and subsequent steps of shRNA template generation, as described for the luciferase-derived library. The MmeI-generated fragments with 3′ NN overhangs were then ligated to a second adapter (the termination adaptor; TA) (step 4), which provides an internal primer for subsequent extension (step 5). TA contains a single-stranded nick that primes the extension with Klenow fragment without the need to denature the hairpin and anneal an external primer. TA also provides a Pol III termination signal and a 3′ (G/A)N overhang, which improves Pol III transcription by placing a purine at +1 position from the promoter (Goomer and Kunkel, 1992). Primer extension from the primer within TA (step 5) was performed with Klenow fragment of DNA polymerase I (Fermentas, Hanover, Md.). 139-bp to 143-bp long extended fragments were purified on an 8% TBE-polyacrylamide gel and digested with MlyI and XbaI restriction enzymes (step 6) to generate shRNA templates containing an inverted repeat followed by Pol III termination signal. The ˜78-80 by digestion product was purified on an 8% TBE-polyacrylamide gel, and then ligated into the LLCEP TU6LX expression vector (Maliyekkel et al., 2006) (step 7), which had been prepared by gel purification of plasmid digested with SrfI and XbaI to remove the CAT-ccdB cassette. The resulting library was transformed into ccdB-sensitive E. Cloni 10G Supreme (Lucigen, Middleton, Wis.), which selects for ccdB-free insert-containing clones. The shRNA library from normalized cDNA contained a total of 2.8×106 clones. Sequence analysis of 676 randomly picked clones showed that 632 of them (93.5%) contained proper stem-and-loop inserts.


Example 2
Preparation of GSE Library from Normalized cDNA of Multiple Tumor Cell Lines

Lung (A549, H69), colon (HCT116, SW480), breast (MCF-7, MDA-MB321), prostate (LNCaP, PC3), cervical (HeLa), ovarian (A2780), renal (ACHN) carcinomas cell lines, fibrosarcoma (HT1080), osteosarcoma (Saos-2) cell lines, melanoma (MALME-3M), glioblastoma (U251), chronic myelogenous leukemia (K562), promyelocytic leukemia (HL60), and acute lymphoblastic leukemia (CCRF-CEM) cell lines were obtained from ATCC. mRNA from these cell lines was used to prepare normalized cDNA, through duplex-specific nuclease (DSN) normalization (Zhulidov et al., 2004); the normalization was carried by Evrogen (Moscow, Russia) as a service. Normalization efficacy was tested by Q-PCR analysis of representation of cDNAs of seven transcripts with high (β-actin, GAPDH, EF1-α), medium (L32, PPMM) and low (Ubch5b, c-Yes) expression levels in parental cells. The representation of highly expressed transcripts decreased up to 70-fold in the normalized mixture, while the level of rare cDNAs increased up to 30-fold after normalization. Normalized cDNA mixture was fragmented by DNAse I digestion to obtain 100-500 by fragments, followed by end repair by treatment with T4 DNA polymerase and Klenow fragment as described (Gudkov and Roninson, 1997). cDNA fragments were amplified by ligation-mediated PCR. For amplification, adaptors containing translation start sites with Age I and Sph I restriction sites were used. cDNA fragments were digested with Age I and Sph I and ligated into a modified tetracycline/doxycycline-inducible vector, pLLCEm (Wiznerowicz and Trono, 2003), under the control of the CMV promoter. The ligation produced a library of approximately 260 million clones. The percent recombination in this library was assessed by direct sequencing of 192 clones. The number of clones containing an insert was >90%. The average length of the inserts was 135 bp.


Example 3
Preparation of Recipient Cell Lines for TGI Selection

As the recipient cell lines for TGI selection, we have chosen four human cancer cell lines and human immortalized fibroblasts. The tumor cell lines are MDA-MB-231 breast carcinoma, PC3 prostate carcinoma, HT108 fibrosarcoma and T24 bladder carcinoma. The immortalized fibroblasts are BJ-hTERT. To obtain tetracycline/doxycycline-inducible cells, tTR-KRAB, a tetracycline/doxycycline-sensitive repressor was overexpressed in all the cell lines, by infecting them with a lentiviral vector expressing tTR-KRAB and dsRED fluorescent protein (Wiznerowicz and Trono, 2003), followed by two rounds of FACS selection for dsRed positive cells. To analyze the tetracycline/doxycycline-dependent regulation, tTR-KRAB expressing cell lines were infected with an EGFP-expressing tetracycline/doxycycline-inducible lentiviral vector. The level of activation of GFP expression by treatment with 100 ng/ml of doxycycline ranged from about 30-fold to 300-fold in different cell lines.


Example 4
Library Transduction and Selection for Doxycycline-Dependent Resistance to BrdU Suicide

The shRNA library in pLLCE-TU6-LX vector described in above was transduced into MDA-MB-231 breast carcinoma cells expressing ttR-KRAB. The GSE library in pLLCEm lentiviral vector, described above, was transduced into all five cell lines. Lentiviral transduction was carried out using a pseudotype packaging system, by co-transfecting plasmid library DNA with Δ8.91 lentiviral packaging plasmid and VSV-G (pantropic receptor) plasmid into 293FT cells in DMEM with 10% FC2 using TransFectin reagent. 2.5×107 recipient cells were infected with the shRNA library, and 1×108 cells of each recipient cell line were infected with the GSE library. The infection rate (as determined by Q-PCR analysis of integrated provirus) was 95%. 25% of the infected cells were subjected to DNA purification, and the rest were plated at a density of 1×106 cells per P150, to a total of 100 million cells. These cells were subjected to selection for Doxycycline-dependent resistance to BrdU suicide, as follows. Cells were treated with 0.1 μg/ml of doxycycline for 18 hrs, then with 0.1 μg/ml of doxycycline and 50 μM BrdU for 48 hrs. Cells were then incubated with 10 μM Hoechst 33258 for 3 hrs and illuminated with fluorescent white light for 15 min on a light box, to destroy the cells that replicated their DNA and incorporated BrdU in the presence of doxycycline. Cells were then washed twice with phosphate-buffered saline and allowed to recover in normal medium (DMEM, 10% FBS) for 7-10 days. The surviving cells were collected, followed by DNA purification. The cDNA fragments were amplified by PCR from genomic DNA extracted from the infected unselected and BrdU-selected cells using vector specific primers and subjected to ultra high throughput sequencing by 454 Life Science Inc (http://www.454.com/enabling-technology/the-process.asp).


Example 5
Enrichment and Functional Validation of Specific shRNA Sequences after BrdU Suicide Selection in MDA-MB-231 Cells

High-throughput sequencing of shRNA sequences recovered by PCR from the genomic DNA of MDA-MB-231 cells before and after BrdU selection, followed by BLAST analysis, yielded 53201 sequences with homology to Unigene database entries before selection and 53803 sequences after selection. These sequences matched 14699 and 3316 Unigene clusters respectively. Among the genes found in the selected subset, 741 were targeted by four or more shRNA sequences (Table 1). The genes in Table 1 are sorted by the “enrichment factor” (EF), a value defined by multiplying the number of different shRNA sequences found to be enriched for each gene after BrdU suicide selection by the fold enrichment in the frequency of any shRNA sequences derived from the corresponding gene. By this criterion, which takes into account both the likelihood that the shRNA target gene has been correctly identified by being targeted by multiple shRNA sequences and the degree of enrichment, one of the most enriched genes was KRAS, a well-known oncogene that has undergone an activating, mutation in MDA-MB-231 cells (Kozma et al., 1987). This result validates the selection system as capable of identifying oncogenes, potential targets for anticancer drugs.


To verify that genes enriched by the selection are required for MDA-MB-231 cell growth, we have selected 22 genes represented by at least two selected shRNA sequences and showing the highest EF value. We then used synthetic short interfering RNA (siRNA) targeting these genes and designed by Qiagen, Inc. according to Qiagen's siRNA design algorithms, for transfection into MDA-MB-231 cells, to determine if such siRNAs will inhibit cell growth. Four siRNAs per gene, obtained from Qiagen, were transfected into MDA-MB231 cells in 96-well plates, in triplicates, using Silentfect® transfection reagent (Biorad) and manufacturer's instructions, and 5 nM of siRNA per well. A cytotoxic mixture of siRNA derived from several essential genes (Qiagen, All-star Cell Death Hs siRNA, #1027298), was used as a positive control, and siRNAs targeting either no known genes (Qiagen, Negative Control siRNA #1022076) or the Green Fluorescent Protein (GFP) (Qiagen, GFP-22 siRNA, #1022064) were used as negative controls. Cells were cultured in DMEM media with 10% FBS serum, and the relative cell number was determined six days after siRNA transfection by staining cellular DNA with Hoechst 33342 (Polysciences Inc; #23491-52-3). As shown in FIG. 2A, 1-4 siRNAs per gene, targeting 19 of 22 tested genes (86%), inhibited cell growth to a greater degree than either of the negative controls, with KRAS targeting siRNAs showing the strongest effect. In contrast, none of siRNAs targeting 10 genes that were not enriched by selection inhibited cell growth (FIG. 2B). Hence, BrdU suicide selection enriches for genes that are required for tumor cell growth. Some of the genes tested and found to be essential fore growth in FIG. 2A have not been previously implicated in cell growth or carcinogenesis. These 12 genes, listed in Table 2, represent potential new targets for cancer treatment.


Example 6
Enrichment and Functional Validation of Specific GSE Sequences after BrdU Suicide Selection in Different Cell Lines

Sequencing of GSE fragments recovered by PCR from the genomic DNA of five different cell lines before and after BrdU selection was followed by BLAST analysis. The numbers of cDNA fragment sequences with homology to Unigene database entries revealed by BLAST analysis in each PCR product and the number of sequences enriched two or more fold by BrdU selection are shown in Table 3. Among the selected genes, 178 were enriched in two or more different cell lines (Table 4), and 98 genes were enriched in tumor cell lines only but not in BJ-hTERT (Table 5). These genes represent potential targets for cancer treatment.


To verify the growth-regulatory activity of 26 genes enriched by GSE selection, we have used transfection of the corresponding siRNAs from Qiagen siRNA collection, four siRNAs per gene, as described in section 5 above. In these assays we have used HT1080 fibrosarcoma cells (3 days analysis after transfection) T24 bladder carcinoma (3 days analysis after transfection), and MDA-MB-231 breast carcinoma cells (6 day analysis after transfection). The results presented in FIG. 3 show significant inhibition of cell growth by siRNAs against 81% (21 of 26) of the tested genes. Some of the genes tested and found to be essential for growth in FIG. 3 have not been previously implicated in cell growth or carcinogenesis. These genes, listed in Table 6, represent potential new targets for cancer treatment.


Example 7
Inhibition of COPZ1 is Cytotoxic for Multiple Tumor Cell Lines Expressing Low Levels of COPZ2

Among the new potential targets listed in Table 6, we have investigated in greater detail COPZ1, which was targeted by GSEs identified in BrdU-selected populations of tumor cell lines HT1080, MDA-MB-231, T24, and PC3, but not in immortalized normal BJ-hTERT fibroblasts. COPZ1 encodes CopI-ζ1, one of the two isoforms of a coatomer of COPI secretory vesicles involved in Golgi to ER and Golgi to Golgi traffic (Beck et al., 2009). The other CopI-ζ isoform, CopI-ζ2, is encoded by the COPZ2 gene; the two CopI-ζ proteins have 75% amino acid identity (Wegmann et al., 2004). CopI-1 and CopI-ζ2 are alternative components of a dimeric complex that also includes one of the two isoforms of CopI-γ, encoded by another pair of closely related genes, COPG1 and COPG2. The CopI-ζ/CopI-γ dimers interact within COPI complexes with additional CopI proteins, which are encoded by the genes COPA, COPB1, COPB2, COPD and COPE (Wegmann et al., 2004; Moelleken et al., 2007).


As shown in FIG. 3, siRNAs targeting COPZ1 inhibited HT1080, MDA-MB-231 and T24 cell proliferation. The target sequences of siRNAs used for COPZ1 knockdown and for the knockdown of other COPI genes analyzed herein are listed in Table 7.









TABLE 7







Target sequences of siRNAs used for the knockdown


of the indicated genes.









Gene
siRNA
Target sequence





COPZ1
Qiagen A
AGCGATTTAAATTGTATTGAA





COPZ1
Qiagen B
TTGGCTGTGGATGAAATTGTA





COPZ1
Qiagen C
TTGGGAATAGTTCATAGGGAA





COPZ1
Qiagen D
TCCCAGCATATTTAGATAATA





COPZ1
Thermo Scientific
GGACAAUGAUGGAGAUCGA



(pool of 4 siRNAs)
CAACAAGACCCAUCGGACU




GGGAAUAGUUCAUAGGGAA




AUUGGAGCUCCUAUGAAA





COPA
Qiagen A
TCCCACTGAGTTCAAATTCAA





COPA
Qiagen B
CTGGATTTCAACAGCTCCAAA





COPA
Qiagen C
CTGGCGCATGAATGAATCAAA





COPA
Qiagen D
AAGCTTAATGACCTCATCCAA





COPA
Qiagen 5
CACACGGGTGAAGGGCAACAA





COPA
Thermo Scientific
ACUCAGAUGGUGUGUAAUA



(pool of 4 siRNAs)
GCAAUAUGCUACACUAUGA




GAACAUUCGUGUCAAGAGU




GCGGAGUGGUUCCAAGUUUU





COPB1
Qiagen A
CAGGATCACACTATCAAGAAA





COPB1
Qiagen B
CAAGGATTGGTTATAATATAA





COPB1
Qiagen C
CAGAATTGCTAGAACCTTTAA





COPB1
Qiagen D
CACCAACATGGTTGATTTAAA





COPB2
Qiagen A
ACGATTCTTCAGAGTATGCAA





COPB2
Qiagen B
CAGGTTTCAAGGGTAGTGAAA





COPB2
Qiagen C
CAGTACGTATTTGGCATTCAA





COPB2
Qiagen D
CTGCTAGATCTGATCGAGTTA





COPE
Qiagen A
CCGGAAGGAGCTGAAGAGAAT





COPE
Qiagen B
CAGAGCTGTCAGGACCATGAA





COPE
Qiagen C
CCCGGAAGGAGCTGAAGAGAA





COPE
Qiagen D
ATCTGTTAATAAATATCTCAA





COPG
Qiagen A
AGGCCCGTGTATTTAATGAAA





COPG
Qiagen B
CCGAGCCACCTTCTACCTAAA





COPG
Qiagen C
CACCGACTCCACTATGTTGAA





COPG
Qiagen D
TCCGTCGGATGTGCTACTTGA





COPG2
Qiagen A
CAGGTGACTGTCAGAAGTAAA





COPG2
Qiagen B
CTGCATCAAGTGATAATATTA





COPG2
Qiagen C
GACGCGATTGTTTCAATCTAA





COPG2
Qiagen D
AGGCTCGTATATTCAATGAAA





COPS8
Qiagen D
CTGCATTTGTTCAATAAATAT





COPZ2
Qiagen A
CTGGCCTTAACTCATATCTTA





COPZ2
Qiagen B
CAGCATTGACCTCTTCCTATA





COPZ2
Qiagen C
AACAAATTAAATGGTCGTTAT





COPZ2
Qiagen D
CCGGCTGCTGGCCAAGTATTA





COPZ2
Thermo Scientific
GGGCUCAUCCUACGAGAAU



(pool of 4 siRNAs)
UCUUGGUGCUGGACGAGAU




CAACAAGACCAGCCGGACU




GAACAAAUUAAAUGGUCGU









The knockdown of COPZ1 by siRNA was verified by quantitative reverse transcription-PCR (QPCR), as described (VanGuilder et al., 2008). The sequences of the primers used to amplify GAPDH and RPL13A (normalization standards), COPZ1 and other COPI component genes analyzed herein are listed in Table 8. QPCR analysis showed that COPZ1 Qiagen B and COPZ1. Qiagen D siRNAs decreased COPZ1 mRNA levels in MDA-MB-231, PC3 and BJ-hTERT cells by >95% relative to cells transfected with a control siRNA targeting no known genes (Qiagen).









TABLE 8







Primer sequences for QPCR of the indicated genes.









Gene
Sense
Antisense





GAPDH
AGGTGAAGGTCGGAGTCA
GGTCATTGATGGCAACAA





RPL13A
AGATGGCGGAGGTGCAG
GGCCCAGCAGTACCTGTTTA





COPZ1
ACACTGGGGTAGGTGTCGTC
AAGATGGAGGCGCTGATTTT





COPZ2
CCTTCTGGATCACTTGCTGG
GGTTGCTGGAGAACATGGAC





COPA
TATCAACCTCCCATGCCTTT
ACCCCACTATGCCCCTTATT





COPB1
TCTGAAACTTGTGGAAAAGC
ACACAATTTCTGTCACTTGC





COPB2
GCTCTGTAGGATGCAGATCCA
GTAGCCGGTAACAAACGAGG





Universal
AACGAGACGACGACAGACTTT



miRNA







miR-152

TCAGTGCATGACAGAACTTG









The knockdown of COPA or COPB was reported to cause the collapse of endoplasmic reticulum and Golgi compartments and cellular traffic arrest (Styers et al., 2008). Disruption of intracellular traffic either by inhibition of COPI complex formation or by blocking COPI assembly on Golgi membrane by inhibition of adenosine diphosphate ribosylation factor with brefeldin A (Donaldson et al., 1991; Fujiwara et al., 1988) resulted in cell death (Citterio et al., 2008; Shao et al., 1996). Additionally COPA or COPB knockdown inhibits the maturation of the autophagosome (Razi et al., 2009), an essential step in autophagy, a process involving the degradation of cell components through lysosomes. Autophagy is a physiological program that plays a role in cell growth, development, and homeostasis (Mizushima et al., 2008), and therefore interference with autophagy may result in cell death (Platini et al., 2010; Filimonenko et al., 2007). To determine if COPZ1 knockdown, like that of COPA or COPB, interferes with autophagy and causes Golgi disruption, we have transfected COPZ1 siRNA (from Thermo Scientific; Table 7), in parallel with siRNAs targeting COPA and COPZ2, into PC3 cells expressing LC3, a protein marker of autophagosomes fused with Green Fluorescent Protein (GFP-LC3) (Fung et al., 2008). The knockdown effects on autophagosome accumulation and Golgi integrity were analyzed 72 hrs later by fluorescence microscopy analysis after staining with monoclonal antibodies against a Golgi marker GM130 (Golgi membrane protein 130 kD, BD Bioscience) and GFP-LC3 localization. Fluorescent microscopy analysis (FIG. 4A) shows that COPA and COPZ1-targeting but not control or COPZ2-targeting siRNAs cause fragmentation and disappearance of GM130 positive structures and accumulation of GFP-positive puncta. Knockdown of COPA and COPZ1 but not of COPZ2 also resulted in the accumulation of a 43 kd form of GFP-LC3 that becomes conjugated with phosphatidilethanolamine (PE) within the autophagosome, increasing its electrophoretic mobility (FIG. 4B); the accumulation of this form is indicative of accumulation of autophagosomes and inhibition of autophagic flux (Klionsky et al., 2008a; Klionsky et al., 2008b; Fass et al., 2006). These events closely resemble the previously reported effects of COPI complex disruption by COPA and COPB knockdown (Razi et al., 2009), indicating that COPZ1 siRNA, as expected, acts by disrupting the formation or function of COPI. We have also analyzed the ability of COPZ1 siRNA to induce cell death, as evidenced by membrane permeability revealed by the uptake of the fluorescent dye DAPI, as measured by flow cytometry. PC3 cells were transfected with COPZ1 siRNA (from Thermo Scientific), with negative control siRNA, and with siRNA targeting COPA (positive control). 4 days after transfection, the fractions of membrane-permeable (DAPI+) dead cells were 1.9% for cells transfected with negative control siRNA, 36.7% for cells transfected with COPA siRNA, 3.8% for cells transfected with COPZ2 siRNA and 29.7% for cells transfected with COPZ1 siRNA, indicating that COPZ1 (but not COPZ2) knockdown efficiently induces cell death. Hence, COPZ1 knockdown produces the phenotypic effects expected from COPI inhibition, and these effects—inhibition of autophagy and the disruption of Golgi—are likely to be responsible for the induction of cell death by COPZ1 knockdown.


To determine if siRNA knockdown of the other COPI components would mimic the antiproliferative effect of COPZ1 siRNA, we have compared the effects of siRNAs targeting COPA, COPB1, COPB2, COPE, COPG1, COPG2, COPZ1 and COPZ2 on the proliferation of HT1080, MDA-MB-231, T24 and PC3 tumor cell lines and immortalized normal BJ-hTERT fibroblasts. This analysis was conducted through the same experimental setup as in the experiments shown in FIG. 2 and FIG. 3, using 4 siRNAs against each gene target (from Qiagen) and the same positive and negative siRNA controls as in FIG. 2 and FIG. 3. The results of this analysis are shown in FIG. 5. 1-4 siRNAs targeting most of the tested genes strongly inhibited the proliferation of all four tumor cell lines. The exceptions were COPG2 and COPZ2, where the corresponding siRNAs largely failed to inhibit the growth of tumor cell lines, with only a single COPG2 siRNA significantly inhibiting the growth of one cell line (PC3), and a single COPZ2 targeting siRNA (COPZ2 Qiagen B) inhibiting HT1080 and MDA-MB-231 proliferation and marginally inhibiting T24 proliferation (the latter effect was statistically insignificant, P>0.4, T-test) (FIG. 5). (As discussed below, inhibition of proliferation of some cell lines by COPZ2 Qiagen B siRNA is likely to represent an off-target effect.) 3-4 siRNAs against most of the tested genes strongly inhibited the proliferation of normal BJ-hTERT cells. The exceptions were COPG2 and COPZ2, where only 1 of 4 siRNAs had a weak growth-inhibitory effect, and COPZ1, where only 1 of 4 siRNAs showed an apparent effect, which, however, was statistically insignificant (P>0.5, T-test). The failure of COPZ1-targeting siRNAs to inhibit BJ-hTERT was in striking contrast to the effects of these siRNAs on the four tumor cell lines, all of which were strongly inhibited by at least one COPZ1-targeting siRNA (FIG. 5).


The differential effect of COPZ1 siRNAs on tumor and normal cells was verified using an independent set of siRNAs (from Thermo Scientific; Table 7). FIG. 6 shows the effects of different siRNAs on the cell number of PC3 prostate carcinoma and BJ-hTERT normal fibroblasts (in this figure, the Y axis shows the cell number rather than % growth inhibition). COPZ1 siRNA from Thermo Scientific and two COPZ1 siRNAs from Qiagen strongly inhibited PC3 cell proliferation but had no effect on the proliferation of BJ-hTERT. BJ-hTERT proliferation, however, was inhibited by all three siRNAs targeting COPA (two from Qiagen and one from Thermo Scientific); COPA siRNA from Thermo Scientific was also tested and found to inhibit the proliferation of PC3 cells. COPZ2 siRNA (from Thermo Scientific) failed to inhibit the proliferation of either PC3 or BJ-hTERT. The results of the experiments in FIG. 5 and FIG. 6 demonstrate that COPZ1 is the only component of the COPI complex (with a possible exception for COPD that was not tested), the knockdown of which selectively inhibits the proliferation of tumor cells but not of normal fibroblasts.


To understand why the knockdown of COPZ1 but not of the other COPI proteins selectively inhibits the proliferation of tumor cells relative to normal fibroblasts, we have measured the expression of COPZ1, COPZ2, COPA, COPB1 and COPB2 in BJ-hTERT, HT1080, MDA-MB-231, T24, and PC3 cell lines by QPCR, using primers listed in Table 8. FIG. 7A shows the results of these measurements, where the levels of the corresponding mRNAs in each cell line are displayed relative to their level in normal BJ-hTERT cells. COPZ1, COPA, COPB I and COPB2 showed comparable expression levels in all the cell lines but, strikingly, the expression of COPZ2 in the four tumor cell lines was negligible relative to its expression in BJ-hTERT (FIG. 7A). The lack of COPZ2 in tumor cell lines explains the failure of most of the tested COPZ2 siRNAs to inhibit the growth of these cell lines and suggests that moderate inhibitory effect of a single COPZ2-targeting siRNA (COPZ2 Qiagen B) in some of these cell lines most likely represents an off-target effect. FIG. 7B compares the expression of the same set of genes in three isogenic cell lines with increasing degrees of neoplastic transformation that were derived by Hahn et al. (Hahn et al., 1999) from normal BJ fibroblasts by sequential transduction with hTERT (cell line BJ-EN, similar to BJ-hTERT), early-region SV40 (cell line BJ-ELB, partially transformed) and KRAS (cell line BJ-ELR, fully transformed). Strikingly, the expression of COPZ2 was decreased 2.5-3 fold in BJ-ELB and BJ-ELR relative to BJ-EN, whereas none of the other genes showed significant changes in their expression. These results indicate that downregulation of COPZ2 but not of other COPI coatomers is associated with neoplastic transformation.


We have expanded the QPCR analysis of COPZ2 and COPZ1 expression to a large set of different normal human tissues (from Ambion) (FIG. 8A) and additional tumor and leukemia cell lines (FIG. 8B). COPZ2 showed comparable expression levels among most of the normal tissues, except for lower expression in the ovary and spleen and very low expression in the thymus; COPZ1 expression was more uniform (FIG. 8A). Almost all the tumor and leukemia cell lines showed greatly decreased expression of COPZ2 relative to BJ-hTERT, but no similar decrease was observed for COPZ1 expression (FIG. 8B). The only COPZ2-expressing tumor cell line in FIG. 8B was WM 793 melanoma line, which was originally isolated from a superficial spreading melanoma and which displays poor tumorigenicity in nude mice (Kobayashi et al., 1994), indicating a relatively benign nature. We have also compared COPZ1 and COPZ2 mRNA levels among four melanoma cell lines and two samples of normal primary melanocytes (a gift of Dr. M. Nikiforov, Roswell Park Cancer Institute, Buffalo, N.Y.). As shown in FIG. 8C, COPZ1 levels were comparable among the normal melanocyte and melanoma cells, but COPZ2 levels were drastically decreased in all four melanoma lines relative to both normal melanocyte populations. Hence, COPZ2 downregulation is a broad and general event in different forms of cancer.


COPZ2 downregulation in cancer cells offers an explanation for tumor-selective cytotoxicity of COPZ1-targeting siRNAs. Since COPZ1 and COPZ2 gene products are alternative components of CopI-ζ/CopI-γ dimers, it is likely that they can substitute for each other, and that COPI complexes remain functional if either COPZ1 or COPZ2 gene products are present. Therefore, COPZ1 knockdown is not toxic to normal cells that express COPZ2.


However, COPZ2 is expressed at very low levels or not at all in tumor cells, and therefore such cells become dependent on COPZ1 for normal COPI function and survival. Therefore, COPZ1 knockdown kills COPZ2-deficient tumor cells but not COPZ2-proficient normal cells. To test this explanation, we asked if the restoration of COPZ2 expression in tumor cells would protect them from killing by COPZ1 siRNA. We have cloned full-length COPZ1 and COPZ2 cDNAs from MGC cDNA collection (distributed by Open Biosystems) into a lentiviral expression vector pLenti6-bsd-FLAG constructed in our laboratory, which expresses the cloned protein with a FLAG tag at the C-terminus. These recombinant lentiviruses (as well as the insert-free vector) were then transduced into PC3 cells. The transduced cells were selected with blasticidine and tested for the expression of COPZ1 and COPZ2 by immunoblotting, using FLAG-specific antibody (M2 Anti-FLAG, Sigma-Aldrich) and antibodies specific for COPZ1 (D20 anti-COPZ antibody, Santa-Cruz Biotechnology) and COPZ2 (a gift of Dr. F. Wieland, University of Heidelberg). The results of this analysis, shown in FIG. 9A, demonstrate the expected expression of FLAG-tagged COPZ1 and COPZ2 in cells transduced with the corresponding vectors. Notably, COPZ1-expressing vector increased cellular levels of the COPZ1 protein more than an order of magnitude relative to endogenous COPZ1 expression (FIG. 9A). Overexpression of either COPZ1 or COPZ2 had no apparent effect on PC3 cell growth.



FIG. 9B shows the effects of siRNAs targeting COPA (three siRNAs), COPZ1 (three siRNAs) and COPZ2 (one siRNA) on cell proliferation of PC3 cells transduced with the insert-free vector or with the vectors expressing COPZ1 or COPZ2. COPA siRNAs inhibited the proliferation of all three cell populations. COPZ1 siRNAs inhibited the proliferation of cells transduced with the insert-free vector, but overexpression of either COPZ1 or COPZ2 rendered cells completely or partially resistant to COPZ1 knockdown (FIG. 9B). The protective effect of COPZ1 overexpression can be explained by a drastic increase in COPZ1 protein levels relative to the endogenous level of this protein (FIG. 9A), suggesting that COPZ1 knockdown by siRNA in COPZ1 lentivirus-transduced cells decreases COPZ1 expression to a level similar to the endogenous level in control cells and therefore sufficient for survival. On the other hand, the resistance of COPZ2-overexpressing cells to COPZ1 siRNA demonstrates that COPZ2 can substitute for COPZ1, in agreement with our hypothesis.


COPZ2 siRNA alone had no effect on the proliferation of any of the three PC3 populations (FIG. 9), as expected since the original PC3 cells express COPZ1 but not COPZ2. We have also analyzed the effects of COPZ1 and COPZ2 knockdown on normal BJ-hTERT cells which, unlike PC3, express both COPZ1 and COPZ2. Knockdown of either COPZ1 or COPZ2 alone had no effect on BJ-hTERT proliferation, but a combination of COPZ1 and COPZ2 siRNAs drastically inhibited BJ-hTERT growth, as did COPA knockdown (FIG. 10A,B). Moreover, fluorescent microscopy and GFP-LC3 electrophoretic mobility analysis showed that the knockdown of either COPZ1 or COPZ2 alone did not affect Golgi structure and autophagy in BJ-hTERT cells, while simultaneous knockdown of both COPZ1 and COPZ2 caused Golgi disruption and inhibition of autophagy in these cells, as also did COPA knockdown (FIG. 11). The results of the experiments in FIGS. 9-11 demonstrate that the sensitivity of tumor cells to COPZ1 knockdown is the consequence of COPZ2 downregulation in such cells. These results also demonstrate that tumor selectivity of the antiproliferative effect of COPZ1 inhibition requires that such inhibition be selective for COPZ1 versus COPZ2, since the inhibition of COPZ1 and COPZ2 together would affect both tumor and normal cells.


The reason for COPZ2 downregulation in tumor cells is presently unknown. However, COPZ2 gene contains in one of its introns a gene encoding the precursor of a microRNA (miRNA) mIR-152 (Weber, 2005; Rodriguez et al., 2004). miRNAs are pleiotropic regulators of gene expression, a number of which have been identified as playing important roles in cancer, either as oncogenes or as tumor suppressors (Ryan et al., 2010). Remarkably, mIR-152 was shown to be downregulated in clinical samples of several types of cancer, including breast cancer where mIR-152 gene is hypermethylated (Lehmann et al., 2008), endometrial serous adenocarcinoma where decreased expression of miR-152 was a statistically independent risk factor for overall survival (Hiroki et al., 2010), cholangiocarcinoma (Braconi et al., 2010) and gastric and colorectal cancers, where low expression of miR-152 was correlated with increased tumor size and advanced pT stage (Chen and Carmichael, 2010). Furthermore, mIR-152 overexpression in cholangiocarcinoma cells decreased cell proliferation (Braconi et al., 2010), and mIR-132 overexpression in a placental human choriocarcinoma cell line sensitized the cells to lysis by natural killer cells (Zhu et al., 2010). Hence, mIR-152 displays expression changes and biological activities indicative of a tumor suppressor. Many miRNAs located within protein-coding genes are transcriptionally linked to the expression of their host genes (Stuart et al., 2004), and a correlation between COPZ2 and mIR-152 expression has been noted among normal tissues (Bak et al., 2008). Therefore, COPZ2 downregulation in cancers could be a corollary of the downregulation of a tumor-suppressive miRNA mIR-152. To test this hypothesis, we have measured mIR-152 expression in a series of cell lines where COPZ2 expression has been determined, using QPCR with a combination of the universal miRNA (Hurteau et al., 2006) and miR-152 specific primers (Table 8). The results of this analysis, shown in FIG. 12, demonstrate that mIR-152, like COPZ2, was strongly downregulated in all the tumor cell lines and in in vitro transformed BJ-ELB and BJ-ELR cells, relative to normal BJ-EN fibroblasts. This result indicates that tumors susceptible to the inhibition of COPZ1 can be identified on the basis of decreased expression of either COPZ2 or mIR-152.


REFERENCES



  • Abagyan, R. and Totrov, M. (2001). High-throughput docking for lead generation. Curr. Opin. Chem. Biol. 5, 375-382.

  • Ashihara, E., Kawata, E., and Maekawa, T. (2010). Future prospect of RNA interference for cancer therapies. Curr. Drug Targets. 11, 345-360.

  • Asif-Ullah, M., Levesque, M., Robichaud, G., and Perreault, J. P. (2007). Development of ribozyme-based gene-inactivations; the example of the hepatitis delta virus ribozyme. Curr. Gene Ther. 7, 205-216.

  • Bak, M., Silahtaroglu, A., Moller, M., Christensen, M., Rath, M. F., Skryabin, B., Tommerup, N., and Kauppinen, S. (2008). MicroRNA expression in the adult mouse central nervous system. RNA. 14, 432-444.

  • Beck, R., Rawet, M., Wieland, F. T., and Cassel, D. (2009). The COPI system: molecular mechanisms and function. FEBS Lett. 583, 2701-2709.

  • Bennett, C. F. and Swayze, E. E. (2010). RNA targeting therapeutics: molecular mechanisms of antisense oligonucleotides as a therapeutic platform. Annu. Rev. Pharmacol. Toxicol. 50, 259-293.

  • Boute, N., Jockers, R., and Issad, T. (2002). The use of resonance energy transfer in high-throughput screening: BRET versus FRET. Trends Pharmacol. Sci. 23, 351-354.

  • Boutros, M. and Ahringer, J. (2008). The art and design of genetic screens: RNA interference. Nat. Rev. Genet. 9, 554-566.

  • Braconi, C., Huang, N., and Patel, T. (2010). MicroRNA-dependent regulation of DNA methyltransferase-1 and tumor suppressor gene expression by interleukin-6 in human malignant cholangiocytes. Hepatology 51, 881-890.

  • Chen, L. L. and Carmichael, G. G. (2010). Decoding the function of nuclear long non-coding RNAs. Curr. Opin. Cell Biol.

  • Citterio, C., Vichi, A., Pacheco-Rodriguez, G., Aponte, A. M., Moss, J., and Vaughan, M. (2008). Unfolded protein response and cell death after depletion of brefeldin A-inhibited guanine nucleotide-exchange protein GBF1. Proc. Natl. Acad. Sci. U.S.A 105, 2877-2882.

  • Degorce, F., Card, A., Soh, S., Trinquet, E., Knapik, G. P., and Xie, B. (2009). HTRF: A technology tailored for drug discovery—a review of theoretical aspects and recent applications. Curr. Chem. Genomics 3, 22-32.

  • Donaldson, J. G., Kahn, R. A., Lippincott-Schwartz, J., and Klausner, R. D. (1991). Binding of ARF and beta-COP to Golgi membranes: possible regulation by a trimeric G protein. Science 254, 1197-1199.

  • Fass, E., Shvets, E., Degani, I., Hirschberg, K., and Elazar, Z. (2006). Microtubules support production of starvation-induced autophagosomes but not their targeting and fusion with lysosomes. J. Biol. Chem. 281, 36303-36316.

  • Filimonenko, M., Stuffers, S., Raiborg, C., Yamamoto, A., Malerod, L., Fisher, E. M., Isaacs, A., Brech, A., Stenmark, H., and Simonsen, A. (2007). Functional multivesicular bodies are required for autophagic clearance of protein aggregates associated with neurodegenerative disease. J. Cell Biol. 179, 485-500.

  • Freelove, A. C. and Zheng, R. (2002). The power of ribozyme technologies: the logical way ahead for molecular medicine and gene therapy? Curr. Opin. Mol. Ther. 4, 419-422.

  • Fujiwara, T., Oda, K., Yokota, S., Takatsuki, A., and Ikehara, Y. (1988). Brefeldin A causes disassembly of the Golgi complex and accumulation of secretory proteins in the endoplasmic reticulum. J. Biol. Chem. 263, 18545-18552.

  • Fung, C., Lock, R., Gao, S., Salas, E., and Debnath, J. (2008). Induction of autophagy during extracellular matrix detachment promotes cell survival. Mol. Biol. Cell 19, 797-806.

  • Goomer, R. S. and Kunkel, G. R. (1992). The transcriptional start site for a human U6 small nuclear RNA gene is dictated by a compound promoter element consisting of the PSE and the TATA box. Nucleic Acids Res 20, 4903-4912.

  • Gudkov, A. and Roninson, I. B. (1997). Isolation of genetic suppressor elements (GSEs) from random fragment cDNA libraries in retroviral vectors. In Methods in Molecular Biology: cDNA library protocols, I. G. Cowell and C. A. Austin, eds. (Totowa, N.J.: Humana Press), pp. 221-240.

  • Hahn, W. C., Counter, C. M., Lundberg, A. S., Beijersbergen, R. L., Brooks, M. W., and Weinberg, R. A. (1999). Creation of human tumour cells with defined genetic elements. Nature 400, 464-468.

  • Hiroki, E., Akahira, J., Suzuki, F., Nagase, S., Ito, K., Suzuki, T., Sasano, H., and Yaegashi, N. (2010). Changes in microRNA expression levels correlate with clinicopathological features and prognoses in endometrial serous adenocarcinomas. Cancer Sci. 101, 241-249.

  • Holzmayer, T. A., Pestov, D. G., and Roninson, I. B. (1992). Isolation of dominant negative mutants and inhibitory antisense RNA sequences by expression selection of random DNA fragments. Nucleic Acids Res. 20, 711-717.

  • Hurteau, G. J., Spivack, S. D., and Brock, G. J. (2006). Potential mRNA degradation targets of hsa-miR-200c, identified using informatics and qRT-PCR. Cell Cycle 5, 1951-1956.

  • Kandel, E. S., Chang, B. D., Schott, B., Shtil, A. A., Gudkov, A. V., and Roninson, I. B. (1997). Applications of green fluorescent protein as a marker of retroviral vectors. Somat. Cell Mol. Genet. 23, 325-340.

  • Klionsky, D. J., Abeliovich, H., Agostinis, P., Agrawal, D. K., Aliev, G., Askew, D. S., Baba, M., Baehrecke, E. H., Bahr, B. A., Ballabio, A., Bamber, B. A., Bassham, D. C., Bergamini, E., Bi, X., Biard-Piechaczyk, M., Blum, J. S., Bredesen, D. E., Brodsky, J. L., Brumell, J. H., Brunk, U. T., Bursch, W., Camougrand, N., Cebollero, E., Cecconi, F., Chen, Y., Chin, L. S., Choi, A., Chu, C. T., Chung, J., Clarke, P. G., Clark, R. S., Clarke, S. G., Clave, C., Cleveland, J. L., Codogno, P., Colombo, M. I, Coto-Montes, A., Cregg, J. M., Cuervo, A. M., Debnath, J., Demarchi, F., Dennis, P. B., Dennis, P. A., Deretic, V., Devenish, R. J., Di Sano, F., Dice, J. F., Difiglia, M., Dinesh-Kumar, S., Distelhorst, C. W., Djavaheri-Mergny, M., Dorsey, F. C., Droge, W., Dron, M., Dunn, W. A., Jr., Duszenko, M., Eissa, N. T., Elazar, Z., Esclatine, A., Eskelinen, E. L., Fesus, L., Finley, K. D., Fuentes, J. M., Fueyo, J., Fujisaki, K., Galliot, B., Gao, F. B., Gewirtz, D. A., Gibson, S. B., Gohla, A., Goldberg, A. L., Gonzalez, R., Gonzalez-Estevez, C., Gorski, S., Gottlieb, R. A., Haussinger, D., He, Y. W., Heidenreich, K., Hill, J. A., Hoyer-Hansen, M., Hu, X., Huang, W. P., Iwasaki, A., Jaattela, M., Jackson, W. T., Jiang, X., Jin, S., Johansen, T., Jung, J. U., Kadowaki, M., Kang, C., Kelekar, A., Kessel, D. H., Kiel, J. A., Kim, H. P., Kimchi, A., Kinsella, T. J., Kiselyov, K., Kitamoto, K., Knecht, E., Komatsu, M., Kominami, E., Kondo, S., Kovacs, A. L., Kroemer, G., Kuan, C. Y., Kumar, R., Kundu, M., Landry, J., Laporte, M., Le, W., Lei, H. Y., Lenardo, M. J., Levine, B., Lieberman, A., Lim, K. L., Lin, F. C., Liou, W., Liu, L. F., Lopez-Berestein, G., Lopez-Otin, C., Lu, B., Macleod, K. F., Malorni, W., Martinet, W., Matsuoka, K., Mautner, J. Meijer, A. J., Melendez, A., Michels, P., Miotto, G., Mistiaen, W. P., Mizushima, N., Mograbi, B., Monastyrska, I., Moore, M. N., Moreira, P. I., Moriyasu, Y., Motyl, T., Munz, C., Murphy, L. O., Naqvi, N. I., Neufeld, T. P., Nishino, I., Nixon, R. A., Noda, T., Nurnberg, B., Ogawa, M., Oleinick, N. L., Olsen, L. J., Ozpolat, B., Paglin, S., Palmer, G. E., Papassideri, I., Parkes, M., Perlmutter, D. H., Perry, G., Piacentini, M., Pinkas-Kramarski, R., Prescott, M., Proikas-Cezanne, T., Raben, N., Rami, A., Reggiori, F., Rohrer, B., Rubinsztein, D. C., Ryan, K. M., Sadoshima, J., Sakagami, H., Sakai, Y., Sandri, M., Sasakawa, C.; Sass, M., Schneider, C., Seglen, P. O., Seleverstov, O., Settleman, J., Shacka, J. J., Shapiro, I. M., Sibirny, A., Silva-Zacarin, E. C., Simon, H. U., Simone, C., Simonsen, A., Smith, M. A., Spanel-Borowski, K., Srinivas, V., Steeves, M., Stenmark, H., Stromhaug, P. E., Subauste, C. S., Sugimoto, S., Sulzer, D., Suzuki, T., Swanson, M. S., Tabas, I., Takeshita, F., Talbot, N. J., Talloczy, Z., Tanaka, K., Tanaka, K., Tanida, I., Taylor, G. S., Taylor, J. P., Terman, A., Tettamanti, G., Thompson, C. B., Thumm, M., Tolkovsky, A. M., Tooze, S. A., Truant, R., Tumanovska, L. V., Uchiyama, Y., Ueno, T., Uzcategui, N. L., van, d. K., I, Vaquero, E. C., Vellai, T., Vogel, M. W., Wang, H. G., Webster, P., Wiley, J. W., Xi, Z., Xiao, G., Yahalom, J., Yang, J. M., Yap, G., Yin, X. M., Yoshimori, T., Yu, L., Yue, Z., Yuzaki, M., Zabirnyk, O., Zheng, X., Zhu, X., and Deter, R. L. (2008a). Guidelines for the use and interpretation of assays for monitoring autophagy in higher eukaryotes. Autophagy. 4, 151-175.

  • Klionsky, D. J., Elazar, Z., Seglen, P. O., and Rubinsztein, D. C. (2008b). Does bafilomycin A1 block the fusion of autophagosomes with lysosomes? Autophagy. 4, 849-950.

  • Kobayashi, H., Man, S., MacDougall, J. R., Graham, C. H., Lu, C., and Kerbel, R. S. (1994). Variant sublines of early-stage human melanomas selected for tumorigenicity in nude mice express a multicytokine-resistant phenotype. Am. J. Pathol. 144, 776-786.

  • Kozma, S. C., Bogaard, M. E., Buser, K., Saurer, S. M., Bos, J. L., Groner, B., and Hynes, N. E. (1987). The human c-Kirsten ras gene is activated by a novel mutation in codon 13 in the breast carcinoma cell line MDA-MB231. Nucleic Acids Res 15, 5963-5971.

  • Lehmann, U., Hasemeier, B., Christgen, M., Muller, M., Romermann, D., Langer, F., and Kreipe, H. (2008). Epigenetic inactivation of microRNA gene hsa-mir-9-1 in human breast cancer. J. Pathol. 214, 17-24.

  • Maliyekkel, A., Davis, B. A., and Roninson I. B. (2006). Cell cycle arrest drastically extends the duration of gene silencing after transient expression of short hairpin RNA. Cell Cycle 5, 2390-2395.

  • Mizushima, N., Levine, B., Cuervo, A. M., and Klionsky, D. J. (2008). Autophagy fights disease through cellular self-digestion. Nature 451, 1069-1075.

  • Moelleken, J., Malsam, J., Betts, M. J., Movafeghi, A., Reckmann, I., Meissner, I., Hellwig, A., Russell, R. B., Sollner, T., Brugger, B., and Wieland, F. T. (2007). Differential localization of coatomer complex isoforms within the Golgi apparatus. Proc. Natl. Acad. Sci. U.S.A 104, 4425-4430.

  • Pestov, D. G. and Lau, L. F. (1994). Genetic selection of growth-inhibitory sequences in mammalian cells. Proc Natl. Acad Sci. U.S.A 91, 12549-12553.

  • Platini, F., Perez-Tomas, R., Ambrosio, S., and Tessitore, L. (2010). Understanding autophagy in cell death control. Curr. Pharm. Des 16, 101-113.

  • Primiano, T., Baig, M., Maliyekkel, A., Chang, B. D., Fellars, S., Sadhu, J., Axenovich, S. A., Holzmayer, T. A., and Roninson, I. B. (2003). Identification of potential anticancer drug targets through the selection of growth-inhibitory genetic suppressor elements. Cancer Cell 4, 41-53.

  • Razi, M., Chan, E. Y., and Tooze, S. A. (2009). Early endosomes and endosomal coatomer are required for autophagy. J. Cell Biol. 185, 305-321.

  • Rodriguez, A., Griffiths-Jones, S., Ashurst, J. L., and Bradley, A. (2004). Identification of mammalian microRNA host genes and transcription units. Genome Res. 14, 1902-1910.

  • Roninson, I. B., Gudkov, A. V., Holzmayer, T. A., Kirschling, D. J., Kazarov, A. R., Zelnick, C. R., Mazo, I. A., Axenovich, S., and Thimmapaya, R. (1995). Genetic suppressor elements: new tools for molecular oncology—thirteenth Cornelius P. Rhoads Memorial Award Lecture. Cancer Res. 55, 4023-4028.

  • Ryan, B. M., Robles, A. I., and Harris, C. C. (2010). Genetic variation in microRNA networks: the implications for cancer research. Nat. Rev. Cancer 10, 389-402.

  • Shao, R. G., Shimizu, T., and Pommier, Y. (1996). Brefeldin A is a potent inducer of apoptosis in human cancer cells independently of p53. Exp. Cell Res. 227, 190-196.

  • Song, C. M., Lim, S. J., and Tong, J. C. (2009). Recent advances in computer-aided drug design. Brief. Bioinform. 10, 579-591.

  • Stetten, G., Davidson, R. L., and Latt, S. A. (1977). 33258 Hoechst enhances the selectivity of the bromodeoxyuridine—light method of isolating conditional lethal mutants. Exp. Cell Res. 108, 447-452.

  • Stuart, R. O., Wachsman, W., Berry, C. C., Wang-Rodriguez, J., Wasserman. L., Klacansky, I., Masys, D., Arden, K., Goodison, S., McClelland, M., Wang, Y., Sawyers, A., Kalcheva, I., Tarin, D., and Mercola, D. (2004). In silico dissection of cell-type-associated patterns of gene expression in prostate cancer. Proc. Natl. Acad. Sci. U.S.A 101, 615-620.

  • Styers, M. L., O'Connor, A. K., Grabski, R., Cormet-Boyaka, E., and Sztul, E. (2008). Depletion of beta-COP reveals a role for COP-1 in compartmentalization of secretory compartments and in biosynthetic transport of caveolin-1. Am. J. Physiol Cell Physiol 294, C1485-C1498.

  • Vaishnaw, A. K., Gollob, J., Gamba-Vitalo, C., Hutabarat, R., Sah, D., Meyers, R., de Fougerolles, T., and Maraganore, J. (2010). A status report on RNAi therapeutics. Silence. 1, 14.

  • VanGuilder, H. D., Vrana, K. E., and Freeman, W. M. (2008). Twenty-five years of quantitative PCR for gene expression analysis. Biotechniques 44, 619-626.

  • Weber, M. J. (2005). New human and mouse microRNA genes found by homology search. FEBS J. 272, 59-73.

  • Wegmann, D., Hess, P., Baier, C., Wieland, F. T., and Reinhard, C. (2004). Novel isotypic gamma/zeta subunits reveal three coatomer complexes in mammals. Mol. Cell Biol. 24, 1070-1080.

  • Wiznerowicz, M. and Trono, D. (2003). Conditional suppression of cellular genes: lentivirus vector-mediated drug-inducible RNA interference. J. Virol. 77, 8957-8961.

  • Yu, W., Lin, J., Jin, C., and Xia, B. (2009). Solution structure of human zeta-COP: direct evidences for structural similarity between COP I and clathrin-adaptor coats. J. Mol. Biol. 386, 903-912.

  • Zhu, X. M., Han, T., Wang, X. H., Li, Y. H., Yang, H. G., Luo, Y. N., Yin, G. W., and Yao, Y. Q. (2010). Overexpression of miR-152 leads to reduced expression of human leukocyte antigen-G and increased natural killer cell mediated cytolysis in JEG-3 cells. Am. J. Obstet. Gynecol. 202, 592-597.

  • Zhulidov, P. A., Bogdanova, E. A., Shcheglov, A. S., Vagner, L. L., Khaspekov, G. L., Kozhemyako, V. B., Matz, M. V., Meleshkevitch, E., Moroz, L. L., Lukyanov, S. A., and Shagin, D. A. (2004). Simple cDNA normalization using kamchatka crab duplex-specific nuclease. Nucleic Acids Res. 32, e37.


Claims
  • 1-10. (canceled)
  • 11. A method for selectively killing tumor cells comprising selectively inhibiting expression or function of coatomer protein zeta-1 subunit (COPZ1) gene or its encoded CopI-ζ1 protein, respectively.
  • 12. The method according to claim 11, wherein the expression of COPZ1 is inhibited by an agent selected from an siRNA, an antisense oligonucleotide, and a ribozyme, wherein the agent selectively targets mRNA encoding CopI-ζ1 protein.
  • 13. The method according to claim 11, wherein the expression of COPZ1 is inhibited by a small molecule that selectively inhibits COPZ1 expression.
  • 14. The method according to claim 11, wherein the function of CopI-ζ1 protein is inhibited by a small molecule that inhibits CopI-ζ1 protein.
  • 15. A method for treating an individual having cancer, comprising selectively inhibiting in the individual expression or function of COPZ1 gene or its encoded CopI-ζ1 protein respectively.
  • 16. The method according to claim 15, wherein the expression of COPZ1 is inhibited by an agent selected from an siRNA, an antisense oligonucleotide, and a ribozyme, wherein the agent selectively targets mRNA encoding CopI-ζ1 protein.
  • 17. The method according to claim 15, wherein the expression of COPZ1 is inhibited by a small molecule that selectively inhibits COPZ1 expression.
  • 18. The method according to claim 15, wherein the function of CopI-ζ1 protein is inhibited by a small molecule that inhibits CopI-ζ1 protein.
  • 19. (canceled)
  • 20. A method for identifying a selective small molecule inhibitor of cancer cell growth comprising: (a) culturing a mammalian cell comprising a recombinant DNA construct comprising a first reporter gene operatively associated with a COPZ1 promoter and a second reporter gene operatively associated with a COPZ2 promoter in the presence of a test compound;(b) culturing the mammalian cell in the absence of the test compound;(c) assaying the cells from (a) and (b) for the expression or activity of the first reporter gene and the second reporter gene, or their encoded proteins; and(d) identifying the test compound as a selective small molecule inhibitor of cancer cell growth if the expression or activity of the first reporter gene or its encoded protein is inhibited to a greater extent than the expression or activity of the second reporter gene or its encoded protein in cells cultured as in (a), but not in cells cultured as in (b).
  • 21-23. (canceled)
  • 24. A method for identifying a selective small molecule inhibitor of cancer cell growth comprising: (a) providing purified CopI-ζ1 protein and purified CopI-γ protein in the presence of a test compound to allow an interaction of an assayable magnitude between the purified CopI-ζ1 protein and the purified CopI-γ protein;(b) providing purified CopI-ζ1 protein and purified CopI-γ protein in the absence of the test compound to allow an interaction of an assayable magnitude between the purified CopI-ζ1 protein and the purified CopI-γ protein;(c) providing purified CopI-ζ2 protein and purified CopI-γ protein in the presence of the test compound to allow an interaction of an assayable magnitude between the purified CopI-ζ2 protein and the purified CopI-γ protein;(d) providing purified CopI-ζ2 protein and purified CopI-γ protein in the absence of the test compound to allow an interaction of an assayable magnitude between the purified CopI-ζ2 protein and the purified CopI-γ protein;(e) assaying the magnitude of the interaction between purified CopI-ζ1 protein and purified CopI-ζ protein in steps (a) and (b);(f) assaying the magnitude of the interaction between purified CopI-ζ2 protein and purified CopI-γ protein in steps (c) and (d); and(g) identifying the test compound as a selective inhibitor of CopI-ζ1 protein if the magnitude of the interaction is lesser in step (a) than in step (c), but the magnitude of the interaction in step (b) is not lesser than the magnitude of the interaction in step (d).
  • 25. The method according to claim 24, wherein the purified CopI-ζ1 protein or the purified CopI-γ protein are labeled with a fluorophore suitable for fluorescence resonance energy transfer (FRET), the CopI-ζ2 protein or the purified CopI-γ protein are labeled with a fluorophore suitable for FRET, and the magnitude of the interactions are assayed by FRET.
  • 26-27. (canceled)
PCT Information
Filing Document Filing Date Country Kind 371c Date
PCT/US10/45600 8/16/2010 WO 00 5/16/2012
Provisional Applications (1)
Number Date Country
61234140 Aug 2009 US