Abstract
Recent studies have highlighted the potential prevalence of copy number variation (CNV) in mammalian genomes, including the human genome. These studies suggest that CNVs may play a potentially important role in human phenotypic diversity and disease susceptibility. Here, we consider some of the in silico challenges of characterizing genomic structural variants. While the phenotypic impact of the vast majority of CNVs is likely to be neutral, some CNVs will clearly impact phenotype. Here, we review some of the key databases hosting CNV data and discuss some of the caveats in the analysis of CNV data. The task is now to translate some of the initial associations between CNVs and disease into causal variants.
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References
Lee, A.S., Gutierrez-Arcelus, M., Perry, G.H., Vallender, E.J., Johnson, W.E., Miller, G.M., Korbel, J.O. and Lee, C. (2008) Analysis of copy number variation in the rhesus macaque genome identifies candidate loci for evolutionary and human disease studies. Hum. Mol. Genet., 17, 1127–1136.
Henrichsen, C.N., Chaignat, E. and Reymond, A. (2009) Copy number variants, diseases and gene expression. Hum. Mol. Genet., 18, R1-R8.
Freeman, J.L., Perry, G.H., Feuk, L., Redon, R., McCarroll, S.A., Altshuler, D.M., et al. (2006) Copy number variation: new insights in genome diversity. Genome Res., 16, 949–961.
Wellcome Trust Case Control Consortium (2007) Genome-wide association study of 14,000 cases of seven common diseases and 3,000 shared controls. Nature, 447, 661–678.
McDermid, H.E. and Morrow, B.E. (2002) Genomic disorders on 22q11. Am. J. Hum. Genet., 70, 1077–1088.
Walsh, T., McClellan, J.M., McCarthy, S.E., Addington, A.M., Pierce, S.B., Cooper, G.M., et al. (2008) Rare structural variants disrupt multiple genes in neurodevelopmental pathways in schizophrenia. Science, 320, 539–543.
Pritchard, J.K. (2001) Are rare variants responsible for susceptibility to complex diseases? Am. J. Hum. Genet., 69, 124–137.
Stefansson, H., Rujescu, D., Cichon, S., Pietilainen, O.P., Ingason, A., Steinberg, S., et al. (2008) Large recurrent microdeletions associated with schizophrenia. Nature, 455, 232–236.
Scherer, S.W., Lee, C., Birney, E., Altshuler, D.M., Eichler, E.E., Carter, N.P., Hurles, M.E. and Feuk, L. (2007) Challenges and standards in integrating surveys of structural variation. Nat. Genet., 39, S7-S15.
Redon, R., Ishikawa, S., Fitch, K.R., Feuk, L., Perry, G.H., Andrews, T.D., et al. (2006) Global variation in copy number in the human genome. Nature, 444, 444–454.
Emanuel, B.S. and Saitta, S.C. (2007) From microscopes to microarrays: dissecting recurrent chromosomal rearrangements. Nat. Rev. Genet., 8, 869–883.
Khaja, R., Zhang, J., MacDonald, J.R., He, Y., Joseph-George, A.M., Wei, J., et al. (2006) Genome assembly comparison identifies structural variants in the human genome. Nat. Genet., 38, 1413–1418.
Fredman, D., White, S.J., Potter, S., Eichler, E.E., Den Dunnen, J.T. and Brookes, A.J. (2004) Complex SNP-related sequence variation in segmental genome duplications. Nat. Genet., 36, 861–866.
Shen, F., Huang, J., Fitch, K.R., Truong, V.B., Kirby, A., Chen, W., et al. (2008) Improved detection of global copy number variation using high density, non-polymorphic oligonucleotide probes. BMC Genet., 9, 27.
Peiffer, D.A. and Gunderson, K.L. (2009) Design of tag SNP whole genome genotyping arrays. Methods Mol. Biol., 529, 51–61.
Colella, S., Yau, C., Taylor, J.M., Mirza, G., Butler, H., Clouston, P., Bassett, A.S., Seller, A., Holmes, C.C. and Ragoussis, J. (2007) QuantiSNP: an Objective Bayes Hidden-Markov Model to detect and accurately map copy number variation using SNP genotyping data. Nucleic Acids Res., 35, 2013–2025.
Wang, K., Li, M., Hadley, D., Liu, R., Glessner, J., Grant, S.F., Hakonarson, H. and Bucan, M. (2007) PennCNV: an integrated hidden Markov model designed for high-resolution copy number variation detection in whole-genome SNP genotyping data. Genome Res., 17, 1665–1674.
Lin, C.H., Huang, M.C., Li, L.H., Wu, J.Y., Chen, Y.T. and Fann, C.S. (2008) Genome-wide copy number analysis using copy number inferring tool (CNIT) and DNA pooling. Hum. Mutat., 29, 1055–1062.
Xu, B., Roos, J.L., Levy, S., van Rensburg, E.J., Gogos, J.A. and Karayiorgou, M. (2008) Strong association of de novo copy number mutations with sporadic schizophrenia. Nat. Genet., 40, 880–885.
Marshall, C.R., Noor, A., Vincent, J.B., Lionel, A.C., Feuk, L., Skaug, J., et al. (2008) Structural variation of chromosomes in autism spectrum disorder. Am. J. Hum. Genet., 82, 477–488.
Yau, C. and Holmes, C.C. (2008) CNV discovery using SNP genotyping arrays. Cytogenet. Genome Res., 123, 307–312.
Casilli, F., Di Rocco, Z.C., Gad, S., Tournier, I., Stoppa-Lyonnet, D., Frebourg, T. and Tosi, M. (2002) Rapid detection of novel BRCA1 rearrangements in high-risk breast-ovarian cancer families using multiplex PCR of short fluorescent fragments. Hum. Mutat., 20, 218–226.
Wu, Y.L., Savelli, S.L., Yang, Y., Zhou, B., Rovin, B.H., Birmingham, D.J., Nagaraja, H.N., Hebert, L.A. and Yu, C.Y. (2007) Sensitive and specific real-time polymerase chain reaction assays to accurately determine copy number variations (CNVs) of human complement C4A, C4B, C4-long, C4-short, and RCCX modules: elucidation of C4 CNVs in 50 consanguineous subjects with defined HLA genotypes. J. Immunol., 179, 3012–3025.
Sellner, L.N. and Taylor, G.R. (2004) MLPA and MAPH: new techniques for detection of gene deletions. Hum. Mutat., 23, 413–419.
Sebat, J., Lakshmi, B., Malhotra, D., Troge, J., Lese-Martin, C., Walsh, T., et al. (2007) Strong association of de novo copy number mutations with autism. Science, 316, 445–449.
Pugh, T.J., Delaney, A.D., Farnoud, N., Flibotte, S., Griffith, M., Li, H.I., Qian, H., Farinha, P., Gascoyne, R.D. and Marra, M.A. (2008) Impact of whole genome amplification on analysis of copy number variants. Nucleic Acids Res., 36, e80.
Bediaga, N.G., Alfonso-Sanchez, M.A., de Renobales, M., Rocandio, A.M., Arroyo, M. and de Pancorbo, M.M. (2008) GSTT1 and GSTM1 gene copy number analysis in paraffin-embedded tissue using quantitative real-time PCR. Anal. Biochem., 378, 221–223.
Cukier, H.N., Pericak-Vance, M.A., Gilbert, J.R. and Hedges, D.J. (2009) Sample degradation leads to false-positive copy number variation calls in multiplex real-time polymerase chain reaction assays. Anal. Biochem., 386, 288–290.
Curtis, D., Vine, A.E. and Knight, J. (2008) Study of regions of extended homozygosity provides a powerful method to explore haplotype structure of human populations. Ann. Hum. Genet., 72, 261–278.
Bailey, J.A., Yavor, A.M., Massa, H.F., Trask, B.J. and Eichler, E.E. (2001) Segmental duplications: organization and impact within the current human genome project assembly. Genome Res., 11, 1005–1017.
Silva, A.L. and Romao, L. (2009) The mammalian nonsense-mediated mRNA decay pathway: to decay or not to decay! Which players make the decision? FEBS Lett., 583, 499–505.
Pan, Q., Shai, O., Lee, L.J., Frey, B.J. and Blencowe, B.J. (2008) Deep surveying of alternative splicing complexity in the human transcriptome by high-throughput sequencing. Nat. Genet., 40, 1413–1415.
Rujescu, D., Ingason, A., Cichon, S., Pietilainen, O.P., Barnes, M.R., Toulopoulou, T., et al. (2009) Disruption of the neurexin 1 gene is associated with schizophrenia. Hum. Mol. Genet., 18, 988–996.
Rowen, L., Young, J., Birditt, B., Kaur, A., Madan, A., Philipps, D.L., et al. (2002) Analysis of the human neurexin genes: alternative splicing and the generation of protein diversity. Genomics, 79, 587–597.
Beglopoulos, V., Montag-Sallaz, M., Rohlmann, A., Piechotta, K., Ahmad, M., Montag, D. and Missler, M. (2005) Neurexophilin 3 is highly localized in cortical and cerebellar regions and is functionally important for sensorimotor gating and motor coordination. Mol. Cell Biol., 25, 7278–7288.
Liu, Q., Dinu, I., Adewale, A.J., Potter, J.D. and Yasui, Y. (2007) Comparative evaluation of gene-set analysis methods. BMC Bioinformatics, 8, 431.
Baranzini, S.E., Galwey, N.W., Wang, J., Khankhanian, P., Lindberg, R., Pelletier, D., et al. (2009) Pathway and network-based analysis of genome-wide association studies in multiple sclerosis. Hum. Mol. Genet. 18, 2078–2090.
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Barnes, M.R., Breen, G. (2010). A Short Primer on the Functional Analysis of Copy Number Variation for Biomedical Scientists. In: Barnes, M., Breen, G. (eds) Genetic Variation. Methods in Molecular Biology, vol 628. Humana Press, Totowa, NJ. https://doi.org/10.1007/978-1-60327-367-1_7
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DOI: https://doi.org/10.1007/978-1-60327-367-1_7
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