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Advances in Brief

Identification of c-Myc Responsive Genes Using Rat cDNA Microarray

Qingbin M. Guo, Renae L. Malek, Sunkyu Kim, Chia Chiao, Mei He, Mauro Ruffy, Krishna Sanka, Norman H. Lee, Chi V. Dang and Edison T. Liu
Qingbin M. Guo
Molecular Signaling and Oncogenesis Section, Department of Cancer and Cell Biology, Medicine Branch, Division of Clinical Science, National Cancer Institute, Bethesda, Maryland 20892 [Q. M. G., C. C., M. H., M. R., K. S., E. T. L.]; Department of Molecular and Cellular Biology, The Institute for Genomic Research, Rockville, Maryland 20850 [R. L. M., N. H. L.]; and Division of Hematology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland 21205 [S. K., C. V. D.]
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Renae L. Malek
Molecular Signaling and Oncogenesis Section, Department of Cancer and Cell Biology, Medicine Branch, Division of Clinical Science, National Cancer Institute, Bethesda, Maryland 20892 [Q. M. G., C. C., M. H., M. R., K. S., E. T. L.]; Department of Molecular and Cellular Biology, The Institute for Genomic Research, Rockville, Maryland 20850 [R. L. M., N. H. L.]; and Division of Hematology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland 21205 [S. K., C. V. D.]
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Sunkyu Kim
Molecular Signaling and Oncogenesis Section, Department of Cancer and Cell Biology, Medicine Branch, Division of Clinical Science, National Cancer Institute, Bethesda, Maryland 20892 [Q. M. G., C. C., M. H., M. R., K. S., E. T. L.]; Department of Molecular and Cellular Biology, The Institute for Genomic Research, Rockville, Maryland 20850 [R. L. M., N. H. L.]; and Division of Hematology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland 21205 [S. K., C. V. D.]
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Chia Chiao
Molecular Signaling and Oncogenesis Section, Department of Cancer and Cell Biology, Medicine Branch, Division of Clinical Science, National Cancer Institute, Bethesda, Maryland 20892 [Q. M. G., C. C., M. H., M. R., K. S., E. T. L.]; Department of Molecular and Cellular Biology, The Institute for Genomic Research, Rockville, Maryland 20850 [R. L. M., N. H. L.]; and Division of Hematology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland 21205 [S. K., C. V. D.]
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Mei He
Molecular Signaling and Oncogenesis Section, Department of Cancer and Cell Biology, Medicine Branch, Division of Clinical Science, National Cancer Institute, Bethesda, Maryland 20892 [Q. M. G., C. C., M. H., M. R., K. S., E. T. L.]; Department of Molecular and Cellular Biology, The Institute for Genomic Research, Rockville, Maryland 20850 [R. L. M., N. H. L.]; and Division of Hematology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland 21205 [S. K., C. V. D.]
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Mauro Ruffy
Molecular Signaling and Oncogenesis Section, Department of Cancer and Cell Biology, Medicine Branch, Division of Clinical Science, National Cancer Institute, Bethesda, Maryland 20892 [Q. M. G., C. C., M. H., M. R., K. S., E. T. L.]; Department of Molecular and Cellular Biology, The Institute for Genomic Research, Rockville, Maryland 20850 [R. L. M., N. H. L.]; and Division of Hematology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland 21205 [S. K., C. V. D.]
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Krishna Sanka
Molecular Signaling and Oncogenesis Section, Department of Cancer and Cell Biology, Medicine Branch, Division of Clinical Science, National Cancer Institute, Bethesda, Maryland 20892 [Q. M. G., C. C., M. H., M. R., K. S., E. T. L.]; Department of Molecular and Cellular Biology, The Institute for Genomic Research, Rockville, Maryland 20850 [R. L. M., N. H. L.]; and Division of Hematology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland 21205 [S. K., C. V. D.]
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Norman H. Lee
Molecular Signaling and Oncogenesis Section, Department of Cancer and Cell Biology, Medicine Branch, Division of Clinical Science, National Cancer Institute, Bethesda, Maryland 20892 [Q. M. G., C. C., M. H., M. R., K. S., E. T. L.]; Department of Molecular and Cellular Biology, The Institute for Genomic Research, Rockville, Maryland 20850 [R. L. M., N. H. L.]; and Division of Hematology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland 21205 [S. K., C. V. D.]
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Chi V. Dang
Molecular Signaling and Oncogenesis Section, Department of Cancer and Cell Biology, Medicine Branch, Division of Clinical Science, National Cancer Institute, Bethesda, Maryland 20892 [Q. M. G., C. C., M. H., M. R., K. S., E. T. L.]; Department of Molecular and Cellular Biology, The Institute for Genomic Research, Rockville, Maryland 20850 [R. L. M., N. H. L.]; and Division of Hematology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland 21205 [S. K., C. V. D.]
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Edison T. Liu
Molecular Signaling and Oncogenesis Section, Department of Cancer and Cell Biology, Medicine Branch, Division of Clinical Science, National Cancer Institute, Bethesda, Maryland 20892 [Q. M. G., C. C., M. H., M. R., K. S., E. T. L.]; Department of Molecular and Cellular Biology, The Institute for Genomic Research, Rockville, Maryland 20850 [R. L. M., N. H. L.]; and Division of Hematology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland 21205 [S. K., C. V. D.]
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DOI:  Published November 2000
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    Fig. 1.

    Experimental scheme and summary of results. Some of the known genes were represented by more than one EST clone.

  • Fig. 2.
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    Fig. 2.

    Comparisons between WT and Null cells or between Null+MYC and Null cells during log-phase growth. A, comparison of WT and Null cells at log phase. A section of the microarray is shown. Total RNA from WT cells was labeled with cy5-dUTP; total RNA from Null cells was labeled with cy3-dUTP. B, comparison of Null+MYC and Null cells at log phase. The same section of the microarray as in A is shown. Total RNA from Null+MYC cells was labeled with cy5-dUTP; total RNA from Null cells was labeled with cy3-dUTP. C, scatter plot of the calibrated ratios (log scale) in the two independent comparisons between WT cells and Null cells. D, scatter plot of the calibrated ratios (log scale) in the comparisons between WT cells and Null cells (vertical axis) and between Null+MYC cells and Null cells (horizontal axis).

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    Fig. 3.

    Confirmation of differentially expressed genes in microarray analysis by Northern hybridizations. (−/−), Null cells; (+/+), WT cells; (−/−)+Myc, Null+MYC cells; (+/+)+Myc, WT+MYC cells. The cDNA probes were: i, c-myc; ii, CPD (carboxypeptidase D); iii, Cyclin D1; iv, GCN1; v, PGAM (peptidylglycine α-amidating monooxygenase); vi, rp-S12 (ribosomal protein S12); vii, rp-L6 (ribosomal protein L6); viii, NPM (nucleophosmin or nucleolar phosphoprotein B23); ix, α-NAC (nascent polypeptide associated complex); x, LDH-A; xi, 28S rRNA (inverted picture of agarose gel stained with ethidium bromide solution); xii, actin.

Tables

  • Figures
  • Table 1

    Genes up-regulated by c-Myca

    No.Gene nameFunctionRatiob-Serac
    c-mycTranscription2.6
    1 Cdc2 d Cell cycle3.6
    2 cdk regulatory subunit 2 (CKS-2) Cell cycle3.4
    3 Proliferating cell nuclear antigen (PCNA) Cell cycle3.2
    4 AIM-1 Cell cycle2.7
    5 Mitotic feedback protein control protein Cell cycle4.2
    6 Adenine nucleotide translocator Apoptosis3.4
    7 Proliferating cell-associated mRNA Cell growth2.5
    8 JTV-1 protein Cell growth2.6
    9 Lens epithelial protein Cell growth3.4
    10 rab GDP-dissociation inhibitor β Signaling2.6
    11 rhoB Signaling4.0
    12 Protein phosphatase-1 γ1 (pp-1γ1) Signaling2.5
    13 Macrophage migration inhibitory factor (MIF) Signaling2.9
    14 Hyaluronan synthase 2 Signaling2.6
    15 Nucleosome assembly protein Chromosomal3.02.7
    16 Histone H2a.z Chromosomal3.4
    17 HMG-17 non-histone chromosomal protein Chromosomal2.8
    18 APEX endonuclease DNA repair4.7
    19 DNA polymerase α DNA replication3.82.9
    20 Rb-binding protein (RBP1) Transcription3.73.1
    21 Transcriptional regulatory factor (α-NAC) Transcription3.0
    22 Transducin-like enhancer protein 4 (Grg-4) Transcription2.5
    23 C-1 putative transcription factor Transcription2.6
    24 Rat Y-Box binding protein α (RYB-α) Transcription2.7
    25 Glutamine-rich factor 1 Transcription2.7
    26 Small nuclear ribonucleoprotein Sm D3 RNA processing2.9
    27 Heterogeneous nuclear ribonucleoprotein G RNA processing2.4
    28 Splicing factor SC35 RNA processing2.9
    29 Leucyl-tRNA synthetase homologue Protein synthesis2.9
    30 Ribosomal phosphoprotein P1 Protein synthesis3.2
    31 Ribosomal protein L5 Protein synthesis4.72.7
    32 Ribosomal protein L6 Protein synthesis3.6
    33 Ribosomal protein L7 Protein synthesis4.42.3
    34 Ribosomal protein L7a Protein synthesis4.22.4
    35 Ribosomal protein L9 Protein synthesis3.4
    36 Ribosomal protein L10 Protein synthesis4.02.2
    37 Ribosomal protein L12 Protein synthesis3.1
    38 Ribosomal protein L19 Protein synthesis2.8
    39 Ribosomal protein L21 Protein synthesis3.42.2
    40 Ribosomal protein L22 Protein synthesis3.3
    41 Ribosomal protein L23 Protein synthesis4.62.2
    42 Ribosomal protein L26 Protein synthesis4.0
    43 Ribosomal protein L27 Protein synthesis3.0
    44 Ribosomal protein L30 Protein synthesis3.7
    45 Ribosomal protein L32 Protein synthesis4.3
    46 Ribosomal protein L35 Protein synthesis4.0
    47 Ribosomal protein L41 Protein synthesis3.52.5
    48 Ribosomal protein L44 Protein synthesis5.42.4
    49 Ribosomal protein S4 Protein synthesis3.6
    50 Ribosomal protein S7 Protein synthesis3.7
    51 Ribosomal protein S9 Protein synthesis3.3
    52 Ribosomal protein S12 Protein synthesis4.2
    53 Ribosomal protein S13 Protein synthesis4.8
    54 Ribosomal protein S15a Protein synthesis3.1
    55 Ribosomal protein S16 Protein synthesis2.8
    56 Ribosomal protein S18 Protein synthesis4.13
    57 Ribosomal protein S19 Protein synthesis3.0
    58 Ribosomal protein S20 Protein synthesis4.12.2
    59 Ribosomal protein S23 Protein synthesis3.5
    60 Elongation factor 2 (EF-2) Protein synthesis2.82.3
    61 Signal recognition particle subunit (SRP) Protein synthesis4.92.2
    62 Breast basic conserved protein 1 Protein synthesis4.5
    63 RNA helicase p68 Protein synthesis3.9
    64 Nucleophosmin (NPM; B23) Protein synthesis4.22.5
    65 Spermidine synthase Protein/RNA synthesis3.7
    66 Cyclophilin-40 (40 kD) Protein folding2.8
    67 Cyclophilin (18 kD) Protein folding2.7
    68 Ran/TC4 GTP-binding nuclear protein Protein/RNA transport2.9
    69 Ran/TC4 binding protein (RanBP1) Protein/RNA transport3.2
    70 Secretory carrier-associated protein 2 Protein transport3.2
    71 Heat shock protein 60 (HSP60) d Protein folding5.0
    72 Heat shock protein 90 (HSP90) Protein folding3.3
    73 Chaperonin-containing TCP-1 zeta subunit Protein folding2.9
    74 E2-EPF ubiquitin-carrier protein Protein degradation2.6
    75 Ubiquitin-like protein SMT3B Protein degradation2.3
    76 Ubiquitin Protein degradation4.2
    77 R-IOTA (proteasome subunit) Protein degradation2.9
    78 Phosphorylation regulatory protein HP-10 Protein phosphorylation2.6
    79 Lactate dehydrogenase (LDH-A) d Metabolism3.1
    80 Enolase-α Metabolism2.6
    81 Glycerate dehydrogenase (GDH) Metabolism2.6
    82 Thioredoxin Metabolism2.3
  • Table 1A

    Continued

    No.Gene nameFunctionRatiob-Serac
    83Thioredoxin-dependent peroxide reductaseMetabolism2.3
    84Cytochrome cMetabolism2.7
    85Heme oxygenase-2Metabolism3.0
    86β-1,4-GalactosyltransferaseMetabolism3.3
    87Sarcosine dehydrogenaseMetabolism2.9
    88Inosine 5′-monophosphate dehydrogenaseMetabolism3.92.5
    89PEP carboxykinaseMetabolism5.9
    90Acyl-CoA-binding proteinMetabolism2.5
    91ATPase inhibitor protein IF1Metabolism3.0
    92Microsomal glutathione-S-transferase 3Metabolism3.82.3
    93Cysteine-rich intestinal protein (CRIP)Zinc absorption3.3
    94Microtubule-associated protein 4 (MAP4)Cell structure2.7
    95PeripherinCell structure2.9
    96Voltage-dependent anion channel-like proteinChannel2.3
    • a A complete list of the differentially expressed genes, including unknown ESTs, can be found on our web site (http://www-dcs.nci.nih.gov/research/labdata/Liulab.html).

    • b The average of ratios in both WT/Null and Null+MYC/Null comparisons during log-phase growth.

    • c The ratios in the comparison between WT cells and Null cells under the serum starvation condition.

    • d Gene reported previously to be a Myc target.

  • Table 2

    Genes down-regulated by c-Myca

    No.Gene nameFunctionRatiob-Serac
    1 Cyclin D1d Cell cycle0.28
    2 PINCH protein Apoptosis0.350.29
    3 Protein phosphatase 2A regulatory subunit ε Signaling0.22
    4 Protein kinase C-binding protein (Enigma) Signaling0.36
    5 Mitogen activated protein kinase-1 (ERK1) Signaling0.30
    6 Protein kinase (MEKK) Signaling0.40
    7 RAC-α serine/threonine kinase (RAC-PK-α) Signaling0.10
    8 RAC-β serine/threonine kinase (RAC-PK-β) Signaling0.20
    9 Thy-1 glycoprotein Signaling0.38
    10 T-cell receptor, T3-epsilon glycoprotein Signaling0.330.20
    11 unr protein (upstream of N-ras) DNA binding0.10
    12 Calcium-binding protein (nucleobindin, NUCB1) DNA binding0.24
    13 Vascular actin single-stranded DNA-binding factor Transcription0.24
    14 Retinoic acid receptor α2 Transcription0.40
    15 Sp3 transcription factor Transcription0.19
    16 Ubiquitous Kruppel-like factor Transcription0.26
    17 Zinc finger X-linked protein ZXDB Transcription0.34
    18 Red-1 nuclear protein Transcription0.16
    19 Female sterile homeotic homolog RING3 Transcription0.32
    20 Heterogeneous nuclear ribonucleoprotein H RNA processing0.19
    21 Nuclear ribonucleoparticle-associated protein RNA processing0.23
    22 Paraneoplastic encephalomyelitis antigen hud RNA processing0.200.09
    23 GCN1 (translational activator) Protein synthesis0.36
    24 α-B-crystallin Protein folding0.23
    25 Ischemia-responsive 94 kDa protein Protein folding0.11
    26 Carboxypeptidase D (CPD) Protein processing0.23
    27 ATP-dependent metalloprotease FtsH1 Protein degradation0.09
    28 Peptidylglycine α-amidating monooxygenase Protein modification0.34
    29 ARL-6 interacting protein-1 (Aip-1) Protein trafficking0.24
    30 Lysosomal membrane glycoprotein (LAMP-1) Metabolism0.07
    31 ATP-specific succinyl-CoA synthetase-β Metabolism0.12
    32 B-locus C-type lectin Metabolism0.43
    33 β-1,3-Galactosyltransferase Metabolism0.37
    34 Long chain fatty acid-CoA ligase Metabolism0.26
    35 Ganglioside GM2 activator protein Lipid degradation0.230.36
    36 MHC class II RT1.B α chain Immune response0.360.36
    37 MHC class II RT1.D β chain Immune response0.230.17
    38 MHC Class I α-chain antigend Immune response0.31
    39 NCAM-140/180 neural cell adhesion molecule Adhesion0.280.36
    40 Peroxisomal farnesylated protein (PxF) Cell structure0.36
    41 Moesin Cytoskeletal0.40
    42 Tropomyosin α chaind Cytoskeletal0.25
    43 Na-K-Cl cotransporter Channel0.16
    44 Impact Paternally expressed0.28
    45 Tumor protein D52 Expressed in tumor0.40
    46 Proline-rich protein Unknown0.38
    • a A complete list of the differentially expressed genes, including unknown ESTs, can be found on our web site (http://www-dcs.nci.nih.gov/research/labdata/Liulab.html).

    • b The average of ratios in both WT/Null and Null+MYC/Null comparisons during log-phase growth.

    • c The ratios in the comparison between WT cells and Null cells under the serum starvation condition.

    • d Gene reported previously to be a Myc target.

  • Table 3

    Genes regulated by overexpressed c-Myca

    No.Gene nameFunctionRatiob
    c-mycTranscription4.5
    1 PCAF associated factor-β Transcription2.3
    2 DNA polymerase αc DNA synthesis3.6
    3 Cyclin-dependent kinase-4 (cdk-4)d Cell cycle2.9
    4 Centromere protein (27 kD) Cell cycle2.5
    5 Phosphatidylinositol 4-phosphate 5-kinase Iα Signaling3.5
    6 Sigma receptor type 1 (SigmaR1) Signaling2.6
    7 Heparin-binding growth factor 8 (HBGF-8) Signaling2.4
    8 Scavenger receptor class B type I (SR-B1) Metabolism2.5
    9 Stearyl-CoA desaturase 2 Metabolism5.6
    10 Thioredoxin-dependent peroxide reductasec Metabolism2.4
    11 Fibrillin 2 Extracellular matrix2.4
    12 PINCH proteinc Apoptosis0.32
    13 GADD45d DNA repair0.45
    14 Histone H3.3B Chromosomal0.37
    15 HSP27 Protein folding0.46
    16 Serine protease Protein degradation0.41
    17 Ubiquitin-homology domain protein (PIC1) Protein degradation0.35
    18 Peripheral-type benzodiazepine receptor Metabolism0.44
    19 Drosophila frizzled gene homologue Signaling0.47
    20 Nuclear dual-specificity phosphatase Signaling0.30
    21 Prolactin receptor associated protein Signaling0.42
    22 γ-PAK Signaling0.21
    23 PAK-interacting exchange factor (β-PIX) Signaling0.23
    24 PE31/TALLA Signaling0.35
    25 Thy-I glycoproteinc Signaling0.41
    26 Vascular endothelial growth factor D Signaling0.44
    27 Channel integral membrane protein 28 Water channel0.37
    28 Osteonectin Cell growth0.33
    29 UP50 (EGF-like serum-suppressed gene) Cell growth0.34
    30 TGF-β responsive adhesion-inhibition gene Tumor suppression0.29
    31 Thrombospondind Metastasis0.23
    32 Collagen α1(V) Cell structure0.32
    • a A complete list of the differentially expressed genes, including unknown ESTs, can be found on our web site (http://www-dcs.nci.nih.gov/research/labdata/Liulab.html).

    • b The average of ratios in comparison between WT+MYC and WT cells during log-phase growth. Values of more than 1 represent c-Myc up-regulated genes. Values of less than 1 represent the c-Myc down-regulated genes.

    • c Genes present in Tables 1 <$REFLINK> and 2 <$REFLINK> .

    • d Gene reported previously to be a Myc target.

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Identification of c-Myc Responsive Genes Using Rat cDNA Microarray
Qingbin M. Guo, Renae L. Malek, Sunkyu Kim, Chia Chiao, Mei He, Mauro Ruffy, Krishna Sanka, Norman H. Lee, Chi V. Dang and Edison T. Liu
Cancer Res November 1 2000 (60) (21) 5922-5928;

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Identification of c-Myc Responsive Genes Using Rat cDNA Microarray
Qingbin M. Guo, Renae L. Malek, Sunkyu Kim, Chia Chiao, Mei He, Mauro Ruffy, Krishna Sanka, Norman H. Lee, Chi V. Dang and Edison T. Liu
Cancer Res November 1 2000 (60) (21) 5922-5928;
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