Meta-analysis of new genome-wide association studies of colorectal cancer risk
Open Access
- 15 July 2011
- journal article
- research article
- Published by Springer Nature in Human Genetics
- Vol. 131 (2) , 217-234
- https://doi.org/10.1007/s00439-011-1055-0
Abstract
Colorectal cancer is the second leading cause of cancer death in developed countries. Genome-wide association studies (GWAS) have successfully identified novel susceptibility loci for colorectal cancer. To follow up on these findings, and try to identify novel colorectal cancer susceptibility loci, we present results for GWAS of colorectal cancer (2,906 cases, 3,416 controls) that have not previously published main associations. Specifically, we calculated odds ratios and 95% confidence intervals using log-additive models for each study. In order to improve our power to detect novel colorectal cancer susceptibility loci, we performed a meta-analysis combining the results across studies. We selected the most statistically significant single nucleotide polymorphisms (SNPs) for replication using ten independent studies (8,161 cases and 9,101 controls). We again used a meta-analysis to summarize results for the replication studies alone, and for a combined analysis of GWAS and replication studies. We measured ten SNPs previously identified in colorectal cancer susceptibility loci and found eight to be associated with colorectal cancer (p value range 0.02 to 1.8 × 10−8). When we excluded studies that have previously published on these SNPs, five SNPs remained significant at p < 0.05 in the combined analysis. No novel susceptibility loci were significant in the replication study after adjustment for multiple testing, and none reached genome-wide significance from a combined analysis of GWAS and replication. We observed marginally significant evidence for a second independent SNP in the BMP2 region at chromosomal location 20p12 (rs4813802; replication p value 0.03; combined p value 7.3 × 10−5). In a region on 5p33.15, which includes the coding regions of the TERT-CLPTM1L genes and has been identified in GWAS to be associated with susceptibility to at least seven other cancers, we observed a marginally significant association with rs2853668 (replication p value 0.03; combined p value 1.9 × 10−4). Our study suggests a complex nature of the contribution of common genetic variants to risk for colorectal cancer.Keywords
This publication has 66 references indexed in Scilit:
- Hundreds of variants clustered in genomic loci and biological pathways affect human heightNature, 2010
- A Genome-wide Association Study of Lung Cancer Identifies a Region of Chromosome 5p15 Associated with Risk for AdenocarcinomaAmerican Journal of Human Genetics, 2009
- Finding the missing heritability of complex diseasesNature, 2009
- A Unified Approach to Genotype Imputation and Haplotype-Phase Inference for Large Data Sets of Trios and Unrelated IndividualsAmerican Journal of Human Genetics, 2009
- Estimation of significance thresholds for genomewide association scansGenetic Epidemiology, 2008
- Genome-wide association scan identifies a colorectal cancer susceptibility locus on chromosome 8q24Nature Genetics, 2007
- A genome-wide association scan of tag SNPs identifies a susceptibility variant for colorectal cancer at 8q24.21Nature Genetics, 2007
- Genome-wide association study of 14,000 cases of seven common diseases and 3,000 shared controlsNature, 2007
- Replicating genotype–phenotype associationsNature, 2007
- A haplotype map of the human genomeNature, 2005