Genomic Approaches That Aid in the Identification of Transcription Factor Target 2004

It is well-established that deregulation of the transcriptional activity of many different genes has been causatively linked to human diseases. In cancer, altered patterns of gene expression are often the result of the inappropriate expression of a specific transcriptional activator or repressor. Functional studies of cancer-specific transcription factors have relied upon the study of candidate target genes. More recently, gene expression profiling using DNA microarrays that contain tens of thousands of cDNAs corresponding to human mRNAs has allowed for a large-scale identification of genes that respond to increased or decreased levels of a particular transcription factor. However, such experiments do not distinguish direct versus indirect target genes. Coupling chromatin immunoprecipitation to microarrays that contain genomic regions (ChIP-chip) has provided investigators with the ability to identify, in a high-throughput manner, promoters directly bound by specific transcription factors. Clearly, knowledge gained from both types of arrays provides complementary information, allowing greater confidence that a transcription factor regulates a particular gene. In this review, we focus on Polycomb group (PcG) complexes as an example of transcriptional regulators that are implicated in various cellular processes but about which very little is known concerning their target gene specificity. We provide examples of how both expression arrays and ChIP-chip microarray-based assays can be used to identify target genes of a particular PcG complex and suggest improvements in the application of array technology for faster and more comprehensive identification of directly regulated target genes.

[1]  A. Shearn,et al.  A screen for new trithorax group genes identified little imaginal discs, the Drosophila melanogaster homologue of human retinoblastoma binding protein 2. , 2000, Genetics.

[2]  N. Brockdorff,et al.  Establishment of histone h3 methylation on the inactive X chromosome requires transient recruitment of Eed-Enx1 polycomb group complexes. , 2003, Developmental cell.

[3]  Peggy J. Farnham,et al.  Analysis of Myc Bound Loci Identified by CpG Island Arrays Shows that Max Is Essential for Myc-Dependent Repression , 2003, Current Biology.

[4]  Mouse Genome Sequencing Consortium Initial sequencing and comparative analysis of the mouse genome , 2002, Nature.

[5]  G. Church,et al.  Finding DNA regulatory motifs within unaligned noncoding sequences clustered by whole-genome mRNA quantitation , 1998, Nature Biotechnology.

[6]  D. Lockhart,et al.  Expression monitoring by hybridization to high-density oligonucleotide arrays , 1996, Nature Biotechnology.

[7]  B. Birren,et al.  Sequencing and comparison of yeast species to identify genes and regulatory elements , 2003, Nature.

[8]  M. Lohuizen,et al.  Bmi1 is essential for cerebellar development and is overexpressed in human medulloblastomas , 2004, Nature.

[9]  S. Weitzman,et al.  Hypermethylation of a Small CpGuanine-Rich Region Correlates with Loss of Activator Protein-2α Expression during Progression of Breast Cancer , 2004, Cancer Research.

[10]  S. Morrison,et al.  Bmi-1 dependence distinguishes neural stem cell self-renewal from progenitor proliferation , 2003, Nature.

[11]  G. Jürgens A group of genes controlling the spatial expression of the bithorax complex in Drosophila , 1985, Nature.

[12]  D. Botstein,et al.  Genomic binding sites of the yeast cell-cycle transcription factors SBF and MBF , 2001, Nature.

[13]  Tim Hui-Ming Huang,et al.  Triple analysis of the cancer epigenome: an integrated microarray system for assessing gene expression, DNA methylation, and histone acetylation. , 2003, Cancer research.

[14]  M. A. Motaleb,et al.  Targeted disruption of the mouse homologue of the Drosophila polyhomeotic gene leads to altered anteroposterior patterning and neural crest defects. , 1997, Development.

[15]  M. Zavortink,et al.  The MCP silencer of the Drosophila Abd-B gene requires both Pleiohomeotic and GAGA factor for the maintenance of repression. , 2001, Development.

[16]  V. Pirrotta,et al.  A Polycomb response element in the Ubx gene that determines an epigenetically inherited state of repression. , 1994, The EMBO journal.

[17]  Hengbin Wang,et al.  Role of Histone H3 Lysine 27 Methylation in X Inactivation , 2003, Science.

[18]  M. Bienz,et al.  Long range repression conferring boundaries of Ultrabithorax expression in the Drosophila embryo. , 1991, The EMBO journal.

[19]  Paul Tempst,et al.  Different EZH2-containing complexes target methylation of histone H1 or nucleosomal histone H3. , 2004, Molecular cell.

[20]  M. Aurrand-Lions,et al.  Altered cellular proliferation and mesoderm patterning in Polycomb-M33-deficient mice. , 1997, Development.

[21]  R. Spang,et al.  Role for E2F in Control of Both DNA Replication and Mitotic Functions as Revealed from DNA Microarray Analysis , 2001, Molecular and Cellular Biology.

[22]  Ronald W. Davis,et al.  Quantitative Monitoring of Gene Expression Patterns with a Complementary DNA Microarray , 1995, Science.

[23]  P. Farnham,et al.  Context-dependent Transcriptional Regulation* , 1999, The Journal of Biological Chemistry.

[24]  John J. Wyrick,et al.  Genome-Wide Distribution of ORC and MCM Proteins in S. cerevisiae: High-Resolution Mapping of Replication Origins , 2001, Science.

[25]  F. Karch,et al.  The iab-7 Polycomb Response Element Maps to a Nucleosome-Free Region of Chromatin and Requires Both GAGA and Pleiohomeotic for Silencing Activity , 2001, Molecular and Cellular Biology.

[26]  T. Volkert,et al.  E2F integrates cell cycle progression with DNA repair, replication, and G(2)/M checkpoints. , 2002, Genes & development.

[27]  D. Botstein,et al.  Cluster analysis and display of genome-wide expression patterns. , 1998, Proceedings of the National Academy of Sciences of the United States of America.

[28]  K. Stankunas,et al.  The enhancer of polycomb gene of Drosophila encodes a chromatin protein conserved in yeast and mammals. , 1998, Development.

[29]  M. Fujioka,et al.  Trithorax- and Polycomb-Group Response Elements within an Ultrabithorax Transcription Maintenance Unit Consist of Closely Situated but Separable Sequences , 1999, Molecular and Cellular Biology.

[30]  W. Gerald,et al.  The Wilms Tumor Suppressor WT1 Encodes a Transcriptional Activator of amphiregulin , 1999, Cell.

[31]  W. Gehring,et al.  The cramped gene of Drosophila is a member of the Polycomb-group, and interacts with mus209, the gene encoding Proliferating Cell Nuclear Antigen. , 1997, Development.

[32]  Thomas E. Royce,et al.  Distribution of NF-κB-binding sites across human chromosome 22 , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[33]  M. Oberley,et al.  E2F6 Negatively Regulates BRCA1 in Human Cancer Cells without Methylation of Histone H3 on Lysine 9* , 2003, Journal of Biological Chemistry.

[34]  P. Farnham,et al.  Identification of the polycomb group protein SU(Z)12 as a potential molecular target for human cancer therapy. , 2003, Molecular cancer therapeutics.

[35]  W. Bender,et al.  Elements of the Drosophila bithorax complex that mediate repression by Polycomb group products. , 1993, Developmental biology.

[36]  A. Birve,et al.  A 1-Megadalton ESC/E(Z) Complex from Drosophila That Contains Polycomblike and RPD3 , 2003, Molecular and Cellular Biology.

[37]  A. Shearn,et al.  E(z): a polycomb group gene or a trithorax group gene? , 1996, Development.

[38]  Irving L. Weissman,et al.  Bmi-1 is required for maintenance of adult self-renewing haematopoietic stem cells , 2003, Nature.

[39]  I. Simon,et al.  The genome-wide localization of Rsc9, a component of the RSC chromatin-remodeling complex, changes in response to stress. , 2002, Molecular cell.

[40]  Michael B. Eisen,et al.  Identification of regulatory elements using a feature selection method , 2002, Bioinform..

[41]  Renato Paro,et al.  Genome-wide prediction of Polycomb/Trithorax response elements in Drosophila melanogaster. , 2003, Developmental cell.

[42]  P. Ingham A gene that regulates the bithorax complex differentially in larval and adult cells of Drosophila , 1984, Cell.

[43]  R. Sharan,et al.  Genome-wide in silico identification of transcriptional regulators controlling the cell cycle in human cells. , 2003, Genome research.

[44]  Y. Schwartz,et al.  Polycomb silencing blocks transcription initiation. , 2004, Molecular cell.

[45]  R. Kingston,et al.  A Drosophila Polycomb group complex includes Zeste and dTAFII proteins , 2001, Nature.

[46]  S. Poux,et al.  Assembly of Polycomb Complexes and Silencing Mechanisms , 2003, Genetica.

[47]  R. Balling,et al.  A role for mel-18, a Polycomb group-related vertebrate gene, during theanteroposterior specification of the axial skeleton. , 1996, Development.

[48]  C. Dang,et al.  Translocations involving c-myc and c-myc function , 2001, Oncogene.

[49]  J. Sklar,et al.  Frequent fusion of the JAZF1 and JJAZ1 genes in endometrial stromal tumors , 2001, Proceedings of the National Academy of Sciences of the United States of America.

[50]  M. Lohuizen,et al.  The Polycomb group--no longer an exclusive club? , 2001, Current opinion in genetics & development.

[51]  S. Dhanasekaran,et al.  The polycomb group protein EZH2 is involved in progression of prostate cancer , 2002, Nature.

[52]  M. Solomon,et al.  Formaldehyde-mediated DNA-protein crosslinking: a probe for in vivo chromatin structures. , 1985, Proceedings of the National Academy of Sciences of the United States of America.

[53]  S. Nishiguchi,et al.  Lack of the Polycomb-group gene rae28 causes maturation arrest at the early B-cell developmental stage. , 2001, Experimental hematology.

[54]  Mark Gerstein,et al.  CREB Binds to Multiple Loci on Human Chromosome 22 , 2004, Molecular and Cellular Biology.

[55]  P. Santamaria,et al.  Characterization of a region of the X chromosome of Drosophila including multi sex combs (mxc), a Polycomb group gene which also functions as a tumour suppressor , 1995, Molecular and General Genetics MGG.

[56]  Kristian Helin,et al.  EZH2 is downstream of the pRB‐E2F pathway, essential for proliferation and amplified in cancer , 2003, The EMBO journal.

[57]  D. Lindsley,et al.  Genetic variations of Drosophila melanogaster , 1967 .

[58]  F. Christians,et al.  E2Fs regulate the expression of genes involved in differentiation, development, proliferation, and apoptosis. , 2001, Genes & development.

[59]  Alexey G. Murzin,et al.  Structure of the HP1 chromodomain bound to histone H3 methylated at lysine 9 , 2002, Nature.

[60]  B. Edgar,et al.  Genomic binding by the Drosophila Myc, Max, Mad/Mnt transcription factor network. , 2003, Genes & development.

[61]  Tim Hui-Ming Huang,et al.  Isolating human transcription factor targets by coupling chromatin immunoprecipitation and CpG island microarray analysis. , 2002, Genes & development.

[62]  Michael Q. Zhang,et al.  Use of Chromatin Immunoprecipitation To Clone Novel E2F Target Promoters , 2001, Molecular and Cellular Biology.

[63]  Mark Gerstein,et al.  Distribution of NF-kappaB-binding sites across human chromosome 22. , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[64]  Brigitte Wild,et al.  Histone Methyltransferase Activity of a Drosophila Polycomb Group Repressor Complex , 2002, Cell.

[65]  M. Whitfield,et al.  Stem-Loop Binding Protein, the Protein That Binds the 3′ End of Histone mRNA, Is Cell Cycle Regulated by Both Translational and Posttranslational Mechanisms , 2000, Molecular and Cellular Biology.

[66]  K. Persson Modification of the eye colour mutant zeste by suppressor, enhancer and minute genes in Drosophila melanogaster. , 2009, Hereditas.

[67]  Kevin Struhl,et al.  Genome-wide location and regulated recruitment of the RSC nucleosome-remodeling complex. , 2002, Genes & development.

[68]  D. Beach,et al.  Polycomb CBX7 has a unifying role in cellular lifespan , 2004, Nature Cell Biology.

[69]  V. Orlando,et al.  General transcription factors bind promoters repressed by Polycomb group proteins , 2001, Nature.

[70]  H. Bussemaker,et al.  Regulatory element detection using correlation with expression , 2001, Nature Genetics.

[71]  R. Kingston,et al.  Stabilization of Chromatin Structure by PRC1, a Polycomb Complex , 1999, Cell.

[72]  J. Dura,et al.  Polyhomeotic: A gene of Drosophila melanogaster required for correct expression of segmental identity , 2004, Molecular and General Genetics MGG.

[73]  C. Denny,et al.  The Ewing's sarcoma EWS/FLI-1 fusion gene encodes a more potent transcriptional activator and is a more powerful transforming gene than FLI-1 , 1993, Molecular and cellular biology.

[74]  H. Clevers,et al.  APC, Signal transduction and genetic instability in colorectal cancer , 2001, Nature Reviews Cancer.

[75]  I. Duncan,et al.  Maternal expression of genes that regulate the bithorax complex of Drosophila melanogaster. , 1986, Developmental biology.

[76]  Jürg Müller,et al.  The DNA-binding polycomb group protein pleiohomeotic mediates silencing of a Drosophila homeotic gene. , 1999, Development.

[77]  Hengbin Wang,et al.  Role of Histone H3 Lysine 27 Methylation in Polycomb-Group Silencing , 2002, Science.

[78]  Andrew J. Bannister,et al.  Selective recognition of methylated lysine 9 on histone H3 by the HP1 chromo domain , 2001, Nature.

[79]  G. Sauvageau,et al.  Bmi-1 determines the proliferative capacity of normal and leukaemic stem cells , 2003, Nature.

[80]  Michael Ruogu Zhang,et al.  Computational identification of promoters and first exons in the human genome , 2002, Nature Genetics.

[81]  D. Reinberg,et al.  Histone methyltransferase activity associated with a human multiprotein complex containing the Enhancer of Zeste protein. , 2002, Genes & development.

[82]  T. Magnuson,et al.  Imprinted X inactivation maintained by a mouse Polycomb group gene , 2001, Nature Genetics.

[83]  P. Farnham,et al.  Myc versus USF: discrimination at the cad gene is determined by core promoter elements , 1997, Molecular and cellular biology.

[84]  W. Bender,et al.  Ten different Polycomb group genes are required for spatial control of the abdA and AbdB homeotic products. , 1992, Development.

[85]  John J. Wyrick,et al.  Genome-wide location and function of DNA binding proteins. , 2000, Science.

[86]  L. Penland,et al.  Use of a cDNA microarray to analyse gene expression patterns in human cancer , 1996, Nature Genetics.

[87]  R. Kingston,et al.  The Core of the Polycomb Repressive Complex Is Compositionally and Functionally Conserved in Flies and Humans , 2002, Molecular and Cellular Biology.

[88]  Jun S. Liu,et al.  An algorithm for finding protein–DNA binding sites with applications to chromatin-immunoprecipitation microarray experiments , 2002, Nature Biotechnology.

[89]  J. Burr,et al.  Functional analysis of repressor binding sites in the iab-2 regulatory region of the abdominal-A homeotic gene. , 2000, Developmental biology.

[90]  C. Rieder,et al.  Greatwall kinase , 2004, The Journal of cell biology.

[91]  Colin N. Dewey,et al.  Initial sequencing and comparative analysis of the mouse genome. , 2002 .

[92]  Nicola J. Rinaldi,et al.  Transcriptional Regulatory Networks in Saccharomyces cerevisiae , 2002, Science.

[93]  Jun S. Liu,et al.  Integrating regulatory motif discovery and genome-wide expression analysis , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[94]  I. Duncan Polycomblike: a gene that appears to be required for the normal expression of the bithorax and antennapedia gene complexes of Drosophila melanogaster. , 1982, Genetics.

[95]  David Botstein,et al.  Promoter-specific binding of Rap1 revealed by genome-wide maps of protein–DNA association , 2001, Nature Genetics.

[96]  R. Eisenman,et al.  Myc‐Max heterodimers activate a DEAD box gene and interact with multiple E box‐related sites in vivo. , 1996, The EMBO journal.

[97]  W. Bender,et al.  Polycomb Group Repression Reduces DNA Accessibility , 2001, Molecular and Cellular Biology.

[98]  Nicola J. Rinaldi,et al.  Control of Pancreas and Liver Gene Expression by HNF Transcription Factors , 2004, Science.

[99]  Jürg Müller,et al.  Molecular and genetic analysis of the Polycomb group gene Sex combs extra/Ring in Drosophila , 2003, Mechanisms of Development.

[100]  J. Charlton,et al.  Genetic interactions of the suppressor 2 of zeste region genes. , 1989, Developmental genetics.

[101]  P. Brown,et al.  Parallel human genome analysis: microarray-based expression monitoring of 1000 genes. , 1996, Proceedings of the National Academy of Sciences of the United States of America.

[102]  Youngchang Kim,et al.  Molecular basis for the discrimination of repressive methyl-lysine marks in histone H3 by Polycomb and HP1 chromodomains. , 2003, Genes & development.

[103]  K Kornfeld,et al.  Multiple docking sites on substrate proteins form a modular system that mediates recognition by ERK MAP kinase. , 1999, Genes & development.

[104]  D. Reinberg,et al.  Silencing of human polycomb target genes is associated with methylation of histone H3 Lys 27. , 2004, Genes & development.

[105]  M. Sofroniew,et al.  Posterior transformation, neurological abnormalities, and severe hematopoietic defects in mice with a targeted deletion of the bmi-1 proto-oncogene. , 1994, Genes & development.

[106]  J. Nevins,et al.  The Rb/E2F pathway and cancer. , 2001, Human molecular genetics.

[107]  Franco Cerrina,et al.  Gene expression analysis using oligonucleotide arrays produced by maskless photolithography. , 2002, Genome research.

[108]  D. Botstein,et al.  The transcriptional program in the response of human fibroblasts to serum. , 1999, Science.

[109]  V. Pirrotta,et al.  Drosophila Enhancer of Zeste/ESC Complexes Have a Histone H3 Methyltransferase Activity that Marks Chromosomal Polycomb Sites , 2002, Cell.

[110]  K. Helin,et al.  Polycomb Group Proteins in Cell Cycle Progression and Cancer , 2004, Cell cycle.

[111]  A. Otte,et al.  The Polycomb Group Protein EED Interacts with YY1, and Both Proteins Induce Neural Tissue in XenopusEmbryos , 2001, Molecular and Cellular Biology.

[112]  L. Glimcher,et al.  Mouse ATF-2 Null Mutants Display Features of a Severe Type of Meconium Aspiration Syndrome* , 1999, The Journal of Biological Chemistry.

[113]  Michael Ruogu Zhang,et al.  Computer-assisted identification of cell cycle-related genes: new targets for E2F transcription factors. , 2001, Journal of molecular biology.

[114]  A. Birve,et al.  Su(z)12, a novel Drosophila Polycomb group gene that is conserved in vertebrates and plants. , 2001, Development.

[115]  R. Kingston,et al.  Reconstitution of a functional core polycomb repressive complex. , 2001, Molecular cell.

[116]  Pearlly S Yan,et al.  Identification of novel pRb binding sites using CpG microarrays suggests that E2F recruits pRb to specific genomic sites during S phase , 2003, Oncogene.

[117]  S. Cawley,et al.  Unbiased Mapping of Transcription Factor Binding Sites along Human Chromosomes 21 and 22 Points to Widespread Regulation of Noncoding RNAs , 2004, Cell.

[118]  G. Struhl,et al.  A gene product required for correct initiation of segmental determination in Drosophila , 1981, Nature.

[119]  E. Lewis A gene complex controlling segmentation in Drosophila , 1978, Nature.

[120]  Debashis Ghosh,et al.  EZH2 is a marker of aggressive breast cancer and promotes neoplastic transformation of breast epithelial cells , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[121]  Michael Q. Zhang,et al.  A global transcriptional regulatory role for c-Myc in Burkitt's lymphoma cells , 2003, Proceedings of the National Academy of Sciences of the United States of America.