Integrated approach for the identification of human hepatocyte nuclear factor 4α target genes using protein binding microarrays

Hepatocyte nuclear factor 4 alpha (HNF4α), a member of the nuclear receptor superfamily, is essential for liver function and is linked to several diseases including diabetes, hemophilia, atherosclerosis, and hepatitis. Although many DNA response elements and target genes have been identified for HNF4α, the complete repertoire of binding sites and target genes in the human genome is unknown. Here, we adapt protein binding microarrays (PBMs) to examine the DNA‐binding characteristics of two HNF4α species (rat and human) and isoforms (HNF4α2 and HNF4α8) in a high‐throughput fashion. We identified ∼1400 new binding sequences and used this dataset to successfully train a Support Vector Machine (SVM) model that predicts an additional ∼10,000 unique HNF4α‐binding sequences; we also identify new rules for HNF4α DNA binding. We performed expression profiling of an HNF4α RNA interference knockdown in HepG2 cells and compared the results to a search of the promoters of all human genes with the PBM and SVM models, as well as published genome‐wide location analysis. Using this integrated approach, we identified ∼240 new direct HNF4α human target genes, including new functional categories of genes not typically associated with HNF4α, such as cell cycle, immune function, apoptosis, stress response, and other cancer‐related genes. Conclusion: We report the first use of PBMs with a full‐length liver‐enriched transcription factor and greatly expand the repertoire of HNF4α‐binding sequences and target genes, thereby identifying new functions for HNF4α. We also establish a web‐based tool, HNF4 Motif Finder, that can be used to identify potential HNF4α‐binding sites in any sequence. (HEPATOLOGY 2009.)

[1]  F. Sladek,et al.  The DNA Binding Domain of Hepatocyte Nuclear Factor 4 Mediates Cooperative, Specific Binding to DNA and Heterodimerization with the Retinoid X Receptor α* , 1997, The Journal of Biological Chemistry.

[2]  H. Aburatani,et al.  Dysregulated expression of P1 and P2 promoter‐driven hepatocyte nuclear factor‐4α in the pathogenesis of human cancer , 2006, The Journal of pathology.

[3]  P. Edwards,et al.  Peroxisome proliferator-activated receptor-gamma coactivator 1alpha (PGC-1alpha) regulates triglyceride metabolism by activation of the nuclear receptor FXR. , 2004, Genes & development.

[4]  K. Kaestner,et al.  HNF-4α: from MODY to late-onset type 2 diabetes , 2004 .

[5]  J. Darnell,et al.  Liver-enriched transcription factor HNF-4 is a novel member of the steroid hormone receptor superfamily. , 1990, Genes & development.

[6]  Eugene Bolotin,et al.  Identification of an Endogenous Ligand Bound to a Native Orphan Nuclear Receptor , 2009, PloS one.

[7]  Sean Davis,et al.  Statistics for ChIP-chip and DNase hypersensitivity experiments on NimbleGen arrays. , 2006, Methods in enzymology.

[8]  Eugene Bolotin,et al.  Prevalence of the initiator over the TATA box in human and yeast genes and identification of DNA motifs enriched in human TATA-less core promoters. , 2007, Gene.

[9]  M. Fried,et al.  Structural Basis of Natural Promoter Recognition by a Unique Nuclear Receptor, HNF4α , 2008, Journal of Biological Chemistry.

[10]  Jennifer L Luebke-Wheeler,et al.  Hepatocyte nuclear factor 4α is implicated in endoplasmic reticulum stress–induced acute phase response by regulating expression of cyclic adenosine monophosphate responsive element binding protein H , 2008, Hepatology.

[11]  Jun-Ping Zhang,et al.  Differentiation therapy of hepatocellular carcinoma in mice with recombinant adenovirus carrying hepatocyte nuclear factor‐4α gene , 2008, Hepatology.

[12]  N. Hayashi,et al.  Ninjurin1 increases p21 expression and induces cellular senescence in human hepatoma cells. , 2004, Journal of hepatology.

[13]  F. Gonzalez Regulation of Hepatocyte Nuclear Factor 4α-mediated Transcription , 2008 .

[14]  F. Gonzalez Regulation of hepatocyte nuclear factor 4 alpha-mediated transcription. , 2008, Drug metabolism and pharmacokinetics.

[15]  Daniel E. Newburger,et al.  Variation in Homeodomain DNA Binding Revealed by High-Resolution Analysis of Sequence Preferences , 2008, Cell.

[16]  G. Crooks,et al.  WebLogo: a sequence logo generator. , 2004, Genome research.

[17]  Frances M. Sladek,et al.  Hepatocyte Nuclear Factor 4α , 2001 .

[18]  F. Sladek,et al.  Proposed mechanism for the stabilization of nuclear receptor DNA binding via protein dimerization , 1997, Molecular and cellular biology.

[19]  F. Sladek,et al.  Exclusive homodimerization of the orphan receptor hepatocyte nuclear factor 4 defines a new subclass of nuclear receptors , 1995, Molecular and cellular biology.

[20]  S. Duncan,et al.  HNF4: A central regulator of hepatocyte differentiation and function , 2003, Hepatology.

[21]  F. Gonzalez,et al.  Role of the hepatocyte nuclear factor 4α in control of the pregnane X receptor during fetal liver development , 2003, Hepatology.

[22]  Jerrold M. Ward,et al.  Hepatocyte Nuclear Factor 4α (Nuclear Receptor 2A1) Is Essential for Maintenance of Hepatic Gene Expression and Lipid Homeostasis , 2001, Molecular and Cellular Biology.

[23]  Terry Speed,et al.  Normalization of cDNA microarray data. , 2003, Methods.

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

[25]  Jiannis Ragoussis,et al.  Quantitative high-throughput analysis of transcription factor binding specificities. , 2004, Nucleic acids research.

[26]  T. Kodama,et al.  Hepatocyte Nuclear Factor 4 (cid:2) Contributes to Thyroid Hormone Homeostasis by Cooperatively Regulating the Type 1 Iodothyronine Deiodinase Gene with GATA4 and Kru¨ppel-Like Transcription Factor 9 (cid:1) † , 2008 .

[27]  M. Daveau,et al.  Down‐regulated expression of the TSAP6 protein in liver is associated with a transition from cirrhosis to hepatocellular carcinoma , 2009, Histopathology.

[28]  F. Sladek,et al.  Nuclear receptor hepatocyte nuclear factor 4alpha1 competes with oncoprotein c-Myc for control of the p21/WAF1 promoter. , 2008, Molecular endocrinology.

[29]  P. Edwards,et al.  Peroxisome proliferator-activated receptor-γ coactivator 1α (PGC-1α) regulates triglyceride metabolism by activation of the nuclear receptor FXR , 2004 .

[30]  K. Kaestner,et al.  HNF-4alpha: from MODY to late-onset type 2 diabetes. , 2004, Trends in molecular medicine.

[31]  Kurt Hornik,et al.  kernlab - An S4 Package for Kernel Methods in R , 2004 .

[32]  Daniel E. Newburger,et al.  Diversity and Complexity in DNA Recognition by Transcription Factors , 2009, Science.

[33]  Ernest Fraenkel,et al.  Core transcriptional regulatory circuitry in human hepatocytes , 2006, Molecular systems biology.

[34]  Jan Komorowski,et al.  Binding sites for metabolic disease related transcription factors inferred at base pair resolution by chromatin immunoprecipitation and genomic microarrays. , 2005, Human molecular genetics.

[35]  Martha L Bulyk,et al.  Analysis of sequence specificities of DNA-binding proteins with protein binding microarrays. , 2006, Methods in enzymology.

[36]  P. Reitsma,et al.  Disruption of a binding site for hepatocyte nuclear factor 4 results in hemophilia B Leyden. , 1992, Proceedings of the National Academy of Sciences of the United States of America.

[37]  M. Berger,et al.  Universal protein-binding microarrays for the comprehensive characterization of the DNA-binding specificities of transcription factors , 2009, Nature Protocols.

[38]  Qing Yang,et al.  Serine/threonine phosphorylation of orphan receptor hepatocyte nuclear factor 4. , 1997, Archives of biochemistry and biophysics.

[39]  Emmanuel Barillot,et al.  Spatial normalization of array-CGH data , 2006, BMC Bioinformatics.

[40]  Terence P. Speed,et al.  A comparison of normalization methods for high density oligonucleotide array data based on variance and bias , 2003, Bioinform..

[41]  K. Zaret,et al.  Liver development update: new embryo models, cell lineage control, and morphogenesis. , 2004, Current opinion in genetics & development.

[42]  S. Ellard,et al.  Mutations in the genes encoding the transcription factors hepatocyte nuclear factor 1 alpha (HNF1A) and 4 alpha (HNF4A) in maturity‐onset diabetes of the young , 2006, Human mutation.

[43]  Brad T. Sherman,et al.  DAVID: Database for Annotation, Visualization, and Integrated Discovery , 2003, Genome Biology.

[44]  Tao Jiang,et al.  Identifying transcription factor binding sites through Markov chain optimization , 2002, ECCB.

[45]  F. Cohen,et al.  Analysis of protein dimerization and ligand binding of orphan receptor HNF4alpha. , 2000, Journal of molecular biology.