Copy Number Variants and Common Disorders: Filling the Gaps and Exploring Complexity in Genome-Wide Association Studies
Open Access
- 19 October 2007
- journal article
- Published by Public Library of Science (PLoS) in PLoS Genetics
- Vol. 3 (10), e190-99
- https://doi.org/10.1371/journal.pgen.0030190
Abstract
Genome-wide association scans (GWASs) using single nucleotide polymorphisms (SNPs) have been completed successfully for several common disorders and have detected over 30 new associations. Considering the large sample sizes and genome-wide SNP coverage of the scans, one might have expected many of the common variants underpinning the genetic component of various disorders to have been identified by now. However, these studies have not evaluated the contribution of other forms of genetic variation, such as structural variation, mainly in the form of copy number variants (CNVs). Known CNVs account for over 15% of the assembled human genome sequence. Since CNVs are not easily tagged by SNPs, might have a wide range of copy number variability, and often fall in genomic regions not well covered by whole-genome arrays or not genotyped by the HapMap project, current GWASs have largely missed the contribution of CNVs to complex disorders. In fact, some CNVs have already been reported to show association with several complex disorders using candidate gene/region approaches, underpinning the importance of regions not investigated in current GWASs. This reveals the need for new generation arrays (some already in the market) and the use of tailored approaches to explore the full dimension of genome variability beyond the single nucleotide scale.Keywords
This publication has 82 references indexed in Scilit:
- Genome-wide association study identifies novel breast cancer susceptibility lociNature, 2007
- Genome-Wide Association Analysis Identifies Loci for Type 2 Diabetes and Triglyceride LevelsScience, 2007
- FCGR3B copy number variation is associated with susceptibility to systemic, but not organ-specific, autoimmunityNature Genetics, 2007
- Strong Association of De Novo Copy Number Mutations with AutismScience, 2007
- Genome-wide association study identifies a second prostate cancer susceptibility variant at 8q24Nature Genetics, 2007
- A Genome-Wide Association Study Identifies IL23R as an Inflammatory Bowel Disease GeneScience, 2006
- A Chromosome 8 Gene-Cluster Polymorphism with Low Human Beta-Defensin 2 Gene Copy Number Predisposes to Crohn Disease of the ColonAmerican Journal of Human Genetics, 2006
- Copy number polymorphism in Fcgr3 predisposes to glomerulonephritis in rats and humansNature, 2006
- Efficiency and power in genetic association studiesNature Genetics, 2005
- Recent Segmental Duplications in the Human GenomeScience, 2002