Abstract
The abundance and dynamics of copy number variants (CNVs) in mammalian genomes poses new challenges in the identification of their impact on natural and disease phenotypes. We used computational and experimental methods to catalog CNVs in rat and found that they share important functional characteristics with those in human. In addition, 113 one-to-one orthologous genes overlap CNVs in both human and rat, 80 of which are implicated in human disease. CNVs are nonrandomly distributed throughout the genome. Chromosome 18 is a cold spot for CNVs as well as evolutionary rearrangements and segmental duplications, suggesting stringent selective mechanisms underlying CNV genesis or maintenance. By exploiting gene expression data available for rat recombinant inbred lines, we established the functional relationship of CNVs underlying 22 expression quantitative trait loci. These characteristics make the rat an excellent model for studying phenotypic effects of structural variation in relation to human complex traits and disease.
This is a preview of subscription content, access via your institution
Access options
Subscribe to this journal
Receive 12 print issues and online access
$209.00 per year
only $17.42 per issue
Buy this article
- Purchase on SpringerLink
- Instant access to full article PDF
Prices may be subject to local taxes which are calculated during checkout
Similar content being viewed by others
Accession codes
References
Feuk, L., Carson, A.R. & Scherer, S.W. Structural variation in the human genome. Nat. Rev. Genet. 7, 85–97 (2006).
Redon, R. et al. Global variation in copy number in the human genome. Nature 444, 444–454 (2006).
Sebat, J. et al. Large-scale copy number polymorphism in the human genome. Science 305, 525–528 (2004).
Sharp, A.J. et al. Segmental duplications and copy-number variation in the human genome. Am. J. Hum. Genet. 77, 78–88 (2005).
Cooper, G.M., Nickerson, D.A. & Eichler, E.E. Mutational and selective effects on copy-number variants in the human genome. Nat. Genet. 39, S22–S29 (2007).
Dumas, L. et al. Gene copy number variation spanning 60 million years of human and primate evolution. Genome Res. 17, 1266–1277 (2007).
Egan, C.M., Sridhar, S., Wigler, M. & Hall, I.M. Recurrent DNA copy number variation in the laboratory mouse. Nat. Genet. 39, 1384–1389 (2007).
Sebat, J. et al. Strong association of de novo copy number mutations with autism. Science 316, 445–449 (2007).
Stranger, B.E. et al. Relative impact of nucleotide and copy number variation on gene expression phenotypes. Science 315, 848–853 (2007).
Drake, T.A., Schadt, E.E. & Lusis, A.J. Integrating genetic and gene expression data: application to cardiovascular and metabolic traits in mice. Mamm. Genome 17, 466–479 (2006).
Flint, J., Valdar, W., Shifman, S. & Mott, R. Strategies for mapping and cloning quantitative trait genes in rodents. Nat. Rev. Genet. 6, 271–286 (2005).
Petretto, E. et al. Heritability and tissue specificity of expression quantitative trait loci. PLoS Genet. 2, e172 (2006).
Jacob, H.J. & Kwitek, A.E. Rat genetics: attaching physiology and pharmacology to the genome. Nat. Rev. Genet. 3, 33–42 (2002).
Kwitek, A.E. et al. BN phenome: detailed characterization of the cardiovascular, renal, and pulmonary systems of the sequenced rat. Physiol. Genomics 25, 303–313 (2006).
Malek, R.L. et al. Physiogenomic resources for rat models of heart, lung and blood disorders. Nat. Genet. 38, 234–239 (2006).
Graubert, T.A. et al. A high-resolution map of segmental DNA copy number variation in the mouse genome. PLoS Genet. 3, e3 (2007).
Nguyen, D.Q., Webber, C. & Ponting, C.P. Bias of selection on human copy-number variants. PLoS Genet. 2, e20 (2006).
Gibbs, R.A. et al. Genome sequence of the Brown Norway rat yields insights into mammalian evolution. Nature 428, 493–521 (2004).
Bailey, J.A. et al. Recent segmental duplications in the human genome. Science 297, 1003–1007 (2002).
Gibbs, R.A. et al. Evolutionary and biomedical insights from the rhesus macaque genome. Science 316, 222–234 (2007).
The STAR Consortium. SNP and haplotype mapping for genetic analysis in the rat. Nat. Genet. advance online publication, doi: 10.1038/ng.124 (28 April 2008).
Pravenec, M. & Kren, V. Genetic analysis of complex cardiovascular traits in the spontaneously hypertensive rat. Exp. Physiol. 90, 273–276 (2005).
Korbel, J.O. et al. Paired-end mapping reveals extensive structural variation in the human genome. Science 318, 420–426 (2007).
Tuzun, E., Bailey, J.A. & Eichler, E.E. Recent segmental duplications in the working draft assembly of the brown Norway rat. Genome Res. 14, 493–506 (2004).
Cutler, G., Marshall, L.A., Chin, N., Baribault, H. & Kassner, P.D. Significant gene content variation characterizes the genomes of inbred mouse strains. Genome Res. 17, 1743–1754 (2007).
Li, J. et al. Genomic segmental polymorphisms in inbred mouse strains. Nat. Genet. 36, 952–954 (2004).
Snijders, A.M. et al. Mapping segmental and sequence variations among laboratory mice using BAC array CGH. Genome Res. 15, 302–311 (2005).
Bejerano, G. et al. Ultraconserved elements in the human genome. Science 304, 1321–1325 (2004).
Berriz, G.F., King, O.D., Bryant, B., Sander, C. & Roth, F.P. Characterizing gene sets with FuncAssociate. Bioinformatics 19, 2502–2504 (2003).
Iafrate, A.J. et al. Detection of large-scale variation in the human genome. Nat. Genet. 36, 949–951 (2004).
Tuzun, E. et al. Fine-scale structural variation of the human genome. Nat. Genet. 37, 727–732 (2005).
Pravenec, M. & Kren, V. Genetic analysis of complex cardiovascular traits in the spontaneously hypertensive rat. Exp. Physiol. 90, 273–276 (2005).
Hubner, N. Expressing physiology. Nat. Genet. 38, 140–141 (2006).
Glazier, A.M., Scott, J. & Aitman, T.J. Molecular basis of the Cd36 chromosomal deletion underlying SHR defects in insulin action and fatty acid metabolism. Mamm. Genome 13, 108–113 (2002).
McCarroll, S.A. & Altshuler, D.M. Copy-number variation and association studies of human disease. Nat. Genet. 39, S37–S42 (2007).
Somerville, M.J. et al. Severe expressive-language delay related to duplication of the Williams-Beuren locus. N. Engl. J. Med. 353, 1694–1701 (2005).
Lee, J.A. et al. Spastic paraplegia type 2 associated with axonal neuropathy and apparent PLP1 position effect. Ann. Neurol. 59, 398–403 (2006).
Aitman, T.J. et al. Copy number polymorphism in Fcgr3 predisposes to glomerulonephritis in rats and humans. Nature 439, 851–855 (2006).
Wu, T.D. & Watanabe, C.K. GMAP: a genomic mapping and alignment program for mRNA and EST sequences. Bioinformatics 21, 1859–1875 (2005).
Smith, T.F. & Waterman, M.S. Identification of common molecular subsequences. J. Mol. Biol. 147, 195–197 (1981).
Pravenec, M., Klir, P., Kren, V., Zicha, J. & Kunes, J. An analysis of spontaneous hypertension in spontaneously hypertensive rats by means of new recombinant inbred strains. J. Hypertens. 7, 217–221 (1989).
Selzer, R.R. et al. Analysis of chromosome breakpoints in neuroblastoma at sub-kilobase resolution using fine-tiling oligonucleotide array CGH. Genes Chromosom. Cancer 44, 305–319 (2005).
Irizarry, R.A., Ooi, S.L., Wu, Z. & Boeke, J.D. Use of mixture models in a microarray-based screening procedure for detecting differentially represented yeast mutants. Stat. Appl. Genet. Mol. Biol. 2, 1 (2003).
Acknowledgements
We thank S. Kurz for technical assistance. This work was supported by the award “Exploiting natural and induced genetic variation in the laboratory rat” to E.C. from the European Heads of Research Councils and European Science Foundation EURYI (European Young Investigator) Award scheme, the EURATools integrated project funded by the Sixth Framework Programme of the European Union, grants from the Ministry of Education of the Czech Republic and support from the Howard Hughes Medical Institute to M.P., and US National Institutes of Health grant CA77876 to J.D.S.
Author information
Authors and Affiliations
Contributions
V.G. generated data, performed bioinformatic analyses and wrote the manuscript. K.S., T. Adamovic, M.V., S.A.A.C.v.H. and S.C. performed microarray and quantitative PCR experiments. M.P., T. Aitman., H.J., J.D.S. and N.H. contributed material, data and discussion. E.C. supervised the project and wrote the manuscript.
Corresponding author
Supplementary information
Supplementary Text and Figures
Supplementary Figures 1–4, Supplementary Tables 1–9 (PDF 3081 kb)
Rights and permissions
About this article
Cite this article
Guryev, V., Saar, K., Adamovic, T. et al. Distribution and functional impact of DNA copy number variation in the rat. Nat Genet 40, 538–545 (2008). https://doi.org/10.1038/ng.141
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1038/ng.141
This article is cited by
-
Paralog transcriptional differentiation in the D. melanogaster-specific gene family Sdic across populations and spermatogenesis stages
Communications Biology (2023)
-
A global analysis of CNVs in Chinese indigenous fine-wool sheep populations using whole-genome resequencing
BMC Genomics (2021)
-
Functional and population genetic features of copy number variations in two dairy cattle populations
BMC Genomics (2020)
-
Probe-based association analysis identifies several deletions associated with average daily gain in beef cattle
BMC Genomics (2019)
-
Genome-wide detection of copy number variations in polled yak using the Illumina BovineHD BeadChip
BMC Genomics (2019)