cis-Expression QTL Analysis of Established Colorectal Cancer Risk Variants in Colon Tumors and Adjacent Normal Tissue

Genome-wide association studies (GWAS) have identified 19 risk variants associated with colorectal cancer. As most of these risk variants reside outside the coding regions of genes, we conducted cis-expression quantitative trait loci (cis-eQTL) analyses to investigate possible regulatory functions on the expression of neighboring genes. Forty microsatellite stable and CpG island methylator phenotype-negative colorectal tumors and paired adjacent normal colon tissues were used for genome-wide SNP and gene expression profiling. We found that three risk variants (rs10795668, rs4444235 and rs9929218, using near perfect proxies rs706771, rs11623717 and rs2059252, respectively) were significantly associated (FDR q-value ≤0.05) with expression levels of nearby genes (<2 Mb up- or down-stream). We observed an association between the low colorectal cancer risk allele (A) for rs10795668 at 10p14 and increased expression of ATP5C1 (q = 0.024) and between the colorectal cancer high risk allele (C) for rs4444235 at 14q22.2 and increased expression of DLGAP5 (q = 0.041), both in tumor samples. The colorectal cancer low risk allele (A) for rs9929218 at 16q22.1 was associated with a significant decrease in expression of both NOL3 (q = 0.017) and DDX28 (q = 0.046) in the adjacent normal colon tissue samples. Of the four genes, DLGAP5 and NOL3 have been previously reported to play a role in colon carcinogenesis and ATP5C1 and DDX28 are mitochondrial proteins involved in cellular metabolism and division, respectively. The combination of GWAS findings, prior functional studies, and the cis-eQTL analyses described here suggest putative functional activities for three of the colorectal cancer GWAS identified risk loci as regulating the expression of neighboring genes.

[1]  C. Carlson,et al.  Principles for the post-GWAS functional characterization of cancer risk loci , 2011, Nature Genetics.

[2]  T. Köcher,et al.  HURP Is Part of a Ran-Dependent Complex Involved in Spindle Formation , 2006, Current Biology.

[3]  John D. Storey,et al.  Mapping the Genetic Architecture of Gene Expression in Human Liver , 2008, PLoS biology.

[4]  Jean-Baptiste Cazier,et al.  Meta-analysis of three genome-wide association studies identifies susceptibility loci for colorectal cancer at 1q41, 3q26.2, 12q13.13 and 20q13.33 , 2010, Nature Genetics.

[5]  Steven Gallinger,et al.  Genome-wide association scan identifies a colorectal cancer susceptibility locus on chromosome 8q24 , 2007, Nature Genetics.

[6]  中川 義仁 Overexpression of rck/p54, a DEAD box protein, in human colorectal tumours , 2000 .

[7]  L. Prokunina-Olsson,et al.  No effect of cancer-associated SNP rs6983267 in the 8q24 region on co-expression of MYC and TCF7L2 in normal colon tissue , 2009, Molecular Cancer.

[8]  N. Cox,et al.  Trait-Associated SNPs Are More Likely to Be eQTLs: Annotation to Enhance Discovery from GWAS , 2010, PLoS genetics.

[9]  R. Stoughton,et al.  Genetics of gene expression surveyed in maize, mouse and man , 2003, Nature.

[10]  Julian Peto,et al.  A genome-wide association study identifies colorectal cancer susceptibility loci on chromosomes 10p14 and 8q23.3 , 2008, Nature Genetics.

[11]  Olle Melander,et al.  From noncoding variant to phenotype via SORT1 at the 1p13 cholesterol locus , 2010, Nature.

[12]  L. Liang,et al.  A genome-wide association study of global gene expression , 2007, Nature Genetics.

[13]  Otto Warburn,et al.  THE METABOLISM OF TUMORS , 1931 .

[14]  John C Reed,et al.  The bioenergetic signature of cancer: a marker of tumor progression. , 2002, Cancer research.

[15]  M. Stephens,et al.  High-Resolution Mapping of Expression-QTLs Yields Insight into Human Gene Regulation , 2008, PLoS genetics.

[16]  A. Levine,et al.  The Control of the Metabolic Switch in Cancers by Oncogenes and Tumor Suppressor Genes , 2010, Science.

[17]  G. Fang,et al.  HURP controls spindle dynamics to promote proper interkinetochore tension and efficient kinetochore capture , 2006, The Journal of cell biology.

[18]  Kathleen R. Cho,et al.  Identification of a chromosome 18q gene that is altered in colorectal cancers. , 1990, Science.

[19]  Oliver Sieber,et al.  A genome-wide association scan of tag SNPs identifies a susceptibility variant for colorectal cancer at 8q24.21 , 2007, Nature Genetics.

[20]  I. Ellis,et al.  Abstract 313: Regulation of p53 Tetramerization and Nuclear Export by ARC , 2006 .

[21]  Rafael A Irizarry,et al.  Exploration, normalization, and summaries of high density oligonucleotide array probe level data. , 2003, Biostatistics.

[22]  C. Molony,et al.  Genetic analysis of genome-wide variation in human gene expression , 2004, Nature.

[23]  Chi-Ying F. Huang,et al.  Identification of a novel cell cycle regulated gene, HURP, overexpressed in human hepatocellular carcinoma , 2003, Oncogene.

[24]  Y. Benjamini,et al.  Controlling the false discovery rate: a practical and powerful approach to multiple testing , 1995 .

[25]  Chang-Young Jang,et al.  Aurora A regulates the activity of HURP by controlling the accessibility of its microtubule-binding domain. , 2008, Molecular biology of the cell.

[26]  John D Potter,et al.  Colon Cancer Family Registry: An International Resource for Studies of the Genetic Epidemiology of Colon Cancer , 2007, Cancer Epidemiology Biomarkers & Prevention.

[27]  R. Redon,et al.  Relative Impact of Nucleotide and Copy Number Variation on Gene Expression Phenotypes , 2007, Science.

[28]  M. Crow,et al.  Induction of the Apoptosis Inhibitor ARC by Ras in Human Cancers* , 2010, The Journal of Biological Chemistry.

[29]  Chi-Ying F. Huang,et al.  Phosphorylation and Stabilization of HURP by Aurora-A: Implication of HURP as a Transforming Target of Aurora-A , 2005, Molecular and Cellular Biology.

[30]  J. Lynch,et al.  Repression of the Desmocollin 2 Gene Expression in Human Colon Cancer Cells Is Relieved by the Homeodomain Transcription Factors Cdx1 and Cdx2 , 2008, Molecular Cancer Research.

[31]  S. Hunt,et al.  Genome-Wide Associations of Gene Expression Variation in Humans , 2005, PLoS genetics.

[32]  Steven Gallinger,et al.  Meta-analysis of genome-wide association data identifies four new susceptibility loci for colorectal cancer , 2008, Nature Genetics.

[33]  D. Kerr,et al.  Fine-mapping of colorectal cancer susceptibility loci at 8q23.3, 16q22.1 and 19q13.11: refinement of association signals and use of in silico analysis to suggest functional variation and unexpected candidate target genes. , 2011, Human molecular genetics.

[34]  T. Rafnar,et al.  Gene Expression Analysis of Hematopoietic Progenitor Cells Identifies Dlg7 as a Potential Stem Cell Gene , 2007, Stem cells.

[35]  P. Laird,et al.  CpG island methylator phenotype underlies sporadic microsatellite instability and is tightly associated with BRAF mutation in colorectal cancer , 2006, Nature Genetics.

[36]  Tyson A. Clark,et al.  Genetic architecture of transcript-level variation in humans. , 2008, American journal of human genetics.

[37]  W. Birchmeier,et al.  MACC1, a newly identified key regulator of HGF-MET signaling, predicts colon cancer metastasis , 2009, Nature Medicine.

[38]  J. Grande,et al.  Involvement of RNA helicases p68 and p72 in colon cancer. , 2007, Cancer research.

[39]  N. Nomura,et al.  Characterization of a novel human cell-cycle-regulated homologue of Drosophila dlg1. , 2001, Genomics.

[40]  Daniel J Sargent,et al.  Immunohistochemistry versus microsatellite instability testing in phenotyping colorectal tumors. , 2002, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[41]  Bert Vogelstein,et al.  APC mutations occur early during colorectal tumorigenesis , 1992, Nature.

[42]  Oliver Sieber,et al.  A genome-wide association study shows that common alleles of SMAD7 influence colorectal cancer risk , 2007, Nature Genetics.

[43]  I. Deary,et al.  Genome-wide association scan identifies a colorectal cancer susceptibility locus on 11q23 and replicates risk loci at 8q24 and 18q21 , 2008, Nature Genetics.

[44]  P. Gao,et al.  Knockdown of RCK/p54 expression by RNAi inhibits proliferation of human colorectal cancer cells in vitro and in vivo , 2008, Cancer biology & therapy.

[45]  J. Mariadason,et al.  ARC (apoptosis repressor with caspase recruitment domain) is a novel marker of human colon cancer , 2008, Cell cycle.

[46]  Matthew L. Freedman,et al.  Analysis of the 10q11 Cancer Risk Locus Implicates MSMB and NCOA4 in Human Prostate Tumorigenesis , 2010, PLoS genetics.

[47]  J. Castle,et al.  An integrative genomics approach to infer causal associations between gene expression and disease , 2005, Nature Genetics.

[48]  P. Fernández,et al.  Selective inhibition of beta-F1-ATPase mRNA translation in human tumours. , 2010, The Biochemical journal.

[49]  R. Spielman,et al.  Genetics of quantitative variation in human gene expression. , 2003, Cold Spring Harbor symposia on quantitative biology.

[50]  C. Mahotka,et al.  Caspase-8 and its inhibitors in RCCs in vivo: the prominent role of ARC , 2008, Apoptosis.