Extending genome-wide association studies to copy-number variation.

Appreciating the contribution of human genome copy-number variation (CNV) to clinical phenotypes is one of the compelling genetics challenges of the coming years. It is increasingly possible to pursue such investigations as an extension of genome-wide association studies (GWAS), enabled by innovations in the design and analysis of SNP (single nucleotide polymorphism) arrays and by progress in determining the genomic locations and population-genetic properties of the CNVs that segregate in the human population. Extensions of GWAS to CNV have already resulted in discoveries of both de novo and inherited CNV that are associated with risk of common disease. This review will discuss new approaches, recent findings and the analytical challenges involved in expanding GWAS to appreciate the contribution of CNV to human phenotypes.

[1]  Kenny Q. Ye,et al.  Large-Scale Copy Number Polymorphism in the Human Genome , 2004, Science.

[2]  Jonathan C. Cohen,et al.  Multiple Rare Alleles Contribute to Low Plasma Levels of HDL Cholesterol , 2004, Science.

[3]  M. Daly,et al.  Methods for high-density admixture mapping of disease genes. , 2004, American journal of human genetics.

[4]  L. Feuk,et al.  Detection of large-scale variation in the human genome , 2004, Nature Genetics.

[5]  D. Clayton,et al.  Population structure, differential bias and genomic control in a large-scale, case-control association study , 2005, Nature Genetics.

[6]  E. Eichler,et al.  Fine-scale structural variation of the human genome , 2005, Nature Genetics.

[7]  B. Rovin,et al.  The Influence of CCL 3 L 1 Gene – Containing Segmental Duplications on HIV-1 / AIDS Susceptibility , 2009 .

[8]  D. Conrad,et al.  A high-resolution survey of deletion polymorphism in the human genome , 2006, Nature Genetics.

[9]  D. Conrad,et al.  Global variation in copy number in the human genome , 2006, Nature.

[10]  K. Frazer,et al.  Common deletions and SNPs are in linkage disequilibrium in the human genome , 2006, Nature Genetics.

[11]  Jonathan C. Cohen,et al.  Sequence variations in PCSK9, low LDL, and protection against coronary heart disease. , 2006, The New England journal of medicine.

[12]  Simon Smyth,et al.  Diabetes and obesity: the twin epidemics , 2006, Nature Medicine.

[13]  D. Reich,et al.  Principal components analysis corrects for stratification in genome-wide association studies , 2006, Nature Genetics.

[14]  Pardis C Sabeti,et al.  Common deletion polymorphisms in the human genome , 2006, Nature Genetics.

[15]  Enrico Petretto,et al.  Copy number polymorphism in Fcgr3 predisposes to glomerulonephritis in rats and humans , 2006, Nature.

[16]  E. Eichler,et al.  Linkage disequilibrium and heritability of copy-number polymorphisms within duplicated regions of the human genome. , 2006, American journal of human genetics.

[17]  J. Lupski,et al.  Genomic rearrangements and sporadic disease , 2007, Nature Genetics.

[18]  Kenny Q. Ye,et al.  Strong Association of De Novo Copy Number Mutations with Autism , 2007, Science.

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

[20]  Philip M. Kim,et al.  Paired-End Mapping Reveals Extensive Structural Variation in the Human Genome , 2007, Science.

[21]  Philippe Froguel,et al.  FCGR3B copy number variation is associated with susceptibility to systemic, but not organ-specific, autoimmunity , 2007, Nature Genetics.

[22]  S. Mccarroll,et al.  Copy-number variation and association studies of human disease , 2007, Nature Genetics.

[23]  Simon C. Potter,et al.  Genome-wide association study of 14,000 cases of seven common diseases and 3,000 shared controls , 2007, Nature.

[24]  Alastair Forbes,et al.  Sequence variants in the autophagy gene IRGM and multiple other replicating loci contribute to Crohn's disease susceptibility , 2007, Nature Genetics.

[25]  Joseph A. Gogos,et al.  Strong association of de novo copy number mutations with sporadic schizophrenia , 2008, Nature Genetics.

[26]  P. Visscher,et al.  Rare chromosomal deletions and duplications increase risk of schizophrenia , 2008, Nature.

[27]  Joshua M. Korn,et al.  Integrated detection and population-genetic analysis of SNPs and copy number variation , 2008, Nature Genetics.

[28]  Joshua M. Korn,et al.  Association between microdeletion and microduplication at 16p11.2 and autism , 2008 .

[29]  K. Mossman The Wellcome Trust Case Control Consortium, U.K. , 2008 .

[30]  Thomas W. Mühleisen,et al.  Large recurrent microdeletions associated with schizophrenia , 2008, Nature.

[31]  A. Tsalenko,et al.  The fine-scale and complex architecture of human copy-number variation. , 2008, American journal of human genetics.

[32]  S. Mccarroll Copy-number analysis goes more than skin deep , 2008, Nature Genetics.

[33]  Joshua M. Korn,et al.  Integrated genotype calling and association analysis of SNPs, common copy number polymorphisms and rare CNVs , 2008, Nature Genetics.

[34]  Joshua M. Korn,et al.  Mapping and sequencing of structural variation from eight human genomes , 2008, Nature.

[35]  Judy H Cho,et al.  Deletion polymorphism upstream of IRGM associated with altered IRGM expression and Crohn's disease , 2008, Nature Genetics.

[36]  E. Eichler,et al.  Systematic assessment of copy number variant detection via genome-wide SNP genotyping , 2008, Nature Genetics.

[37]  Tomas W. Fitzgerald,et al.  A robust statistical method for case-control association testing with copy number variation , 2008, Nature Genetics.

[38]  A. Singleton,et al.  Rare Structural Variants Disrupt Multiple Genes in Neurodevelopmental Pathways in Schizophrenia , 2008, Science.

[39]  André Reis,et al.  Psoriasis is associated with increased beta-defensin genomic copy number. , 2008, Nature genetics.

[40]  J. Stockman Association between Microdeletion and Microduplication at 16p11.2 and Autism , 2009 .