Skip to main content
Log in

Complex patterns of copy number variation at sites of segmental duplications: an important category of structural variation in the human genome

  • Original Investigation
  • Published:
Human Genetics Aims and scope Submit manuscript

Abstract

The structural diversity of the human genome is much higher than previously assumed although its full extent remains unknown. To investigate the association between segmental duplications that display constitutive copy number differences (CNDs) between humans and the great apes and those which exhibit polymorphic copy number variations (CNVs) between humans, we analysed a BAC array enriched with segmental duplications displaying such CNDs. This study documents for the first time that in addition to human-specific gains common to all humans, these duplication clusters (DCs) also exhibit polymorphic CNVs > 40 kb. Segmental duplication is known to have been a frequent event during human genome evolution. Importantly, among the CNV-associated genes identified here, those involved in transcriptional regulation were found to be significantly overrepresented. Complex patterns of variation were evident at sites of DCs, manifesting as inter-individual differentially sized copy number alterations at the same genomic loci. Thus, CNVs associated with segmental duplications do not simply represent insertion/deletion polymorphisms, but rather constitute a wide variety of rearrangements involving differential amplification and partial gains and losses with high inter-individual variability. Although the number of CNVs was not found to differ between Africans and Caucasians/Asians, the average number of variant patterns per locus was significantly lower in Africans. Thus, complex variation patterns characterizing segmental duplications result from relatively recent genomic rearrangements. The high number of these rearrangements, some of which are potentially recurrent, together with differences in population size and expansion dynamics, may account for the greater diversity of CNV in Caucasians/Asians as compared with Africans.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6

Similar content being viewed by others

References

  • Armengol L, Pujana MA, Cheung J, Scherer SW, Estivill X (2003) Enrichment of segmental duplications in regions of breaks of synteny between the human and mouse genomes suggest their involvement in evolutionary rearrangements. Hum Mol Genet 12:2201–2208

    Article  PubMed  CAS  Google Scholar 

  • Ashburner M, Ball CA, Blake JA, Botstein D, Butler H, Cherry JM, Davis AP, Dolinski K, Dwight SS, Eppig JT, Harris MA, Hill DP, Issel-Tarver L, Kasarskis A, Lewis S, Matese JC, Richardson JE, Ringwald M, Rubin GM, Sherlock G (2000) Gene ontology: tool for the unification of biology. The Gene Ontology Consortium. Nat Genet 25:25–29

    Article  PubMed  CAS  Google Scholar 

  • Bailey JA, Gu Z, Clark RA, Reinert K, Samonte RV, Schwartz S, Adams MD, Myers EW, Li PW, Eichler EE (2002) Recent segmental duplications in the human genome. Science 297:1003–1007

    Article  PubMed  CAS  Google Scholar 

  • Bailey JA, Baertsch R, Kent WJ, Haussler D, Eichler EE (2004) Hotspots of mammalian chromosomal evolution. Genome Biol 5:R23

    Article  PubMed  Google Scholar 

  • Baldini A, Ried T, Shridhar V, Ogura K, D’Aiuto L, Rocchi M, Ward DC (1993) An alphoid DNA sequence conserved in all human and great ape chromosomes: evidence for ancient centromeric sequences at human chromosomal regions 2q21 and 9q13. Hum Genet 90:577–583

    Article  PubMed  CAS  Google Scholar 

  • Bhangale TR, Rieder MJ, Livingston RJ, Nickerson DA (2005) Comprehensive identification and characterization of diallelic insertion-deletion polymorphisms in 330 human candidate genes. Hum Mol Genet 14:59–69

    Article  PubMed  CAS  Google Scholar 

  • Brewer C, Holloway S, Zawalnyski P, Schinzel A, FitzPatrick D (1999) A chromosomal duplication map of malformations: regions of suspected haplo- and triplolethality—and tolerance of segmental aneuploidy—in humans. Am J Hum Genet 64:1702–1708

    Article  PubMed  CAS  Google Scholar 

  • Buckland PR (2003) Polymorphically duplicated genes: their relevance to phenotypic variation in humans. Ann Med 35:308–315

    Article  PubMed  CAS  Google Scholar 

  • Buckley PG, Mantripragada KK, Piotrowski A, Diaz de Stahl T, Dumanski JP (2005) Copy-number polymorphisms: mining the tip of an iceberg. Trends Genet 21:315–317

    Article  PubMed  CAS  Google Scholar 

  • Bustamante CD, Fledel-Alon A, Williamson S, Nielsen R, Hubisz MT, Glanowski S, Tanenbaum DM, White TJ, Sninsky JJ, Hernandez RD, Civello D, Adams MD, Cargill M, Clark AG (2005) Natural selection on protein-coding genes in the human genome. Nature 437:1153–1157

    Article  PubMed  CAS  Google Scholar 

  • Carter NP (2004) As normal as normal can be? Nat Genet 36:931–932

    Article  PubMed  CAS  Google Scholar 

  • Cheng Z, Ventura M, She X, Khaitovich P, Graves T, Osoegawa K, Church D, DeJong P, Wilson RK, Pääbo S, Rocchi M, Eichler EE (2005) A genome-wide comparison of recent chimpanzee and human segmental duplications. Nature 437:88–93

    Article  PubMed  CAS  Google Scholar 

  • Cheung J, Estivill X, Khaja R, MacDonald JR, Lau K, Tsui LC, Scherer SW (2003) Genome-wide detection of segmental duplications and potential assembly errors in the human genome sequence. Genome Biol 4:R25

    Article  PubMed  Google Scholar 

  • Conrad DF, Andrews TD, Carter NP, Hurles ME, Pritchard JK (2006) A high-resolution survey of deletion polymorphism in the human genome. Nat Genet 38:75–81

    Article  PubMed  CAS  Google Scholar 

  • Courseaux A, Nahon JL (2001) Birth of two chimeric genes in the Hominidae lineage. Science 291:1293-1297

    Article  PubMed  CAS  Google Scholar 

  • Courseaux A, Richard F, Grosgeorge J, Ortola C, Viale A, Turc-Carel C, Dutrillaux B, Gaudray P, Nahon JL (2003) Segmental duplications in euchromatic regions of human chromosome 5: a source of evolutionary instability and transcriptional innovation. Genome Res 13:369–381

    Article  PubMed  CAS  Google Scholar 

  • Crosier M, Viggiano L, Guy J, Misceo D, Stones R, Wei W, Hearn T, Ventura M, Archidiacono N, Rocchi M, Jackson MS (2002) Human paralogs of KIAA0187 were created through independent pericentromeric-directed and chromosome-specific duplication mechanisms. Genome Res 12:67–80

    Article  PubMed  CAS  Google Scholar 

  • Eady JJ, Wortley GM, Wormstone YM, Hughes JC, Astley SB, Foxall RJ, Doleman JF, Elliott RM (2005) Variation in gene expression profiles of peripheral blood mononuclear cells from healthy volunteers. Physiol Genomics 22:402–411

    Article  PubMed  CAS  Google Scholar 

  • Eichler EE, Lu F, Shen Y, Antonacci R, Jurecic V, Doggett NA, Moyzis RK, Baldini A, Gibbs RA, Nelson DL (1996) Duplication of a gene-rich cluster between 16p11.1 and Xq28: a novel pericentromeric-directed mechanism for paralogous genome evolution. Hum Mol Genet 5:899-912

    Article  PubMed  CAS  Google Scholar 

  • Eichler EE (2001) Recent duplication, domain accretion and the dynamic mutation of the human genome. Trends Genet 17:661–669

    Article  PubMed  CAS  Google Scholar 

  • Eichler EE (2006) Widening the spectrum of human genetic variation. Nat Genet 38:9–11

    Article  PubMed  CAS  Google Scholar 

  • Feuk L, Carson AR, Scherer SW (2006) Structural variation in the human genome. Nat Rev Genet 7:85–97

    Article  PubMed  CAS  Google Scholar 

  • Fortna A, Kim Y, MacLaren E, Marshall K, Hahn G, Meltesen L, Brenton M, Hink R, Burgers S, Hernandez-Boussard T, Karimpour-Fard A, Glueck D, McGavran L, Berry R, Pollack J, Sikela JM (2004) Lineage-specific gene duplication and loss in human and great ape evolution. PLoS Biol 2:E207

    Article  PubMed  Google Scholar 

  • Fredman D, White SJ, Potter S, Eichler EE, Den Dunnen JT, Brookes AJ (2004) Complex SNP-related sequence variation in segmental genome duplications. Nat Genet 36:861–866

    Article  PubMed  CAS  Google Scholar 

  • Gilad Y, Oshlack A, Smyth GK, Speed TP, White KP (2006) Expression profiling in primates reveals a rapid evolution of human transcription factors. Nature 440:242–2455

    Article  PubMed  CAS  Google Scholar 

  • Glusman G, Yanai I, Rubin I, Lancet D (2001) The complete human olfactory subgenome. Genome Res 11:685–702

    Article  PubMed  CAS  Google Scholar 

  • Goidts V, Szamalek JM, Hameister H, Kehrer-Sawatzki H (2004) Segmental duplication associated with the human-specific inversion of chromosome 18: a further example of the impact of segmental duplications on karyotype and genome evolution in primates. Hum Genet 115:116–122

    Article  PubMed  CAS  Google Scholar 

  • Goidts V, Szamalek JM, de Jong PJ, Cooper DN, Chuzhanova N, Hameister H, Kehrer-Sawatzki H (2005) Independent intrachromosomal recombination events underlie the pericentric inversions of chimpanzee and gorilla chromosomes homologous to human chromosome 16. Genome Res 15:1232–1242

    Article  PubMed  CAS  Google Scholar 

  • Goidts V, Armengol L, Schempp W, Conroy J, Nowak N, Muller S, Cooper DN, Estivill X, Enard W, Szamalek JM, Hameister H, Kehrer-Sawatzki H (2006) Identification of large-scale human-specific copy number differences by inter-species array comparative genomic hybridization. Hum Genet 119:185–198

    Article  PubMed  CAS  Google Scholar 

  • Gonzalez E, Kulkarni H, Bolivar H, Mangano A, Sanchez R, Catano G, Nibbs RJ, Freedman BI, Quinones MP, Bamshad MJ, Murthy KK, Rovin BH, Bradley W, Clark RA, Anderson SA, O’connell RJ, Agan BK, Ahuja SS, Bologna R, Sen L, Dolan MJ, Ahuja SK (2005) The influence of CCL3L1 gene-containing segmental duplications on HIV-1/AIDS susceptibility. Science 307:1434–1440

    Article  PubMed  CAS  Google Scholar 

  • Hinds DA, Kloek AP, Jen M, Chen X, Frazer KA (2006) Common deletions and SNPs are in linkage disequilibrium in the human genome. Nat Genet 38:82–85

    Article  PubMed  CAS  Google Scholar 

  • Iafrate AJ, Feuk L, Rivera MN, Listewnik ML, Donahoe PK, Qi Y, Scherer SW, Lee C (2004) Detection of large-scale variation in the human genome. Nat Genet 36:949-951

    Article  PubMed  CAS  Google Scholar 

  • Ji Y, Eichler EE, Schwartz S, Nicholls RD (2000) Structure of chromosomal duplicons and their role in mediating human genomic disorders. Genome Res 10:597–610

    Article  PubMed  CAS  Google Scholar 

  • Johnson ME, Viggiano L, Bailey JA, Abdul-Rauf M, Goodwin G, Rocchi M, Eichler EE (2001) Positive selection of a gene family during the emergence of humans and African apes. Nature 413:514–519

    Article  PubMed  CAS  Google Scholar 

  • Kriek M, White SJ, Szuhai K, Knijnenburg J, van Ommen GJ, den Dunnen JT, Breuning MH (2006) Copy number variation in regions flanked (or unflanked) by duplicons among patients with developmental delay and/or congenital malformations; detection of reciprocal and partial Williams-Beuren duplications. Eur J Hum Genet 14:180–189

    Article  PubMed  CAS  Google Scholar 

  • Linardopoulou EV, Williams EM, Fan Y, Friedman C, Young JM, Trask BJ (2005) Human subtelomeres are hot spots of interchromosomal recombination and segmental duplication. Nature 437:94–100

    Article  PubMed  CAS  Google Scholar 

  • Lindsley DL, Sandler L, Baker BS, Carpenter AT, Denell RE, Hall JC, Jacobs PA, Miklos GL, Davis BK, Gethmann RC, Hardy RW, Steven AH, Miller M, Nozawa H, Parry DM, Gould-Somero M, Gould-Somero M (1972) Segmental aneuploidy and the genetic gross structure of the Drosophila genome. Genetics 71:157–184

    PubMed  CAS  Google Scholar 

  • Locke DP, Archidiacono N, Misceo D, Cardone MF, Deschamps S, Roe B, Rocchi M, Eichler EE (2003a) Refinement of a chimpanzee pericentric inversion breakpoint to a segmental duplication cluster. Genome Biol 4:R50

    Article  Google Scholar 

  • Locke DP, Segraves R, Carbone L, Archidiacono N, Albertson DG, Pinkel D, Eichler EE (2003b) Large-scale variation among human and great ape genomes determined by array comparative genomic hybridization. Genome Res 13:347–357

    Article  CAS  Google Scholar 

  • McCarroll SA, Hadnott TN, Perry GH, Sabeti PC, Zody MC, Barrett JC, Dallaire S, Gabriel SB, Lee C, Daly MJ, Altshuler DM, The International HapMap Consortium (2006) Common deletion polymorphisms in the human genome. Nat Genet 38:86–92

    Article  PubMed  CAS  Google Scholar 

  • Mefford HC, Trask BJ (2002) The complex structure and dynamic evolution of human subtelomeres. Nat Rev Genet 3:91–102

    Article  PubMed  CAS  Google Scholar 

  • Mehan MR, Freimer NB, Ophoff R (2004) A genome-wide survey of segmental duplications that mediate common human genetic variation of chromosomal architecture. Hum Genomics 1:335–344

    PubMed  CAS  Google Scholar 

  • Mikkelsen TS, Hillier LW, Eichler EE, Zody MC, Jaffe DB, Yang S-P, Enard W, Hellmann I, Lindblad-Toh K, Altheide TK, Archidiacono N, Bork P, Butler J, Chang JL, Cheng Z, Chinwalla AT, deJong P, Delehaunty KD, Fronick CC, Fulton LL, Gilad Y, Glusman G, Gnerre S, Graves TA, Hayakawa T, Hayden KE, Huang X, Ji H, Kent WJ, King M-C, Kulbokas EJ, Lee MK, Liu G, Lopez-Otin C, Makova KD, Man O, Mardis ER, Mauceli E, Miner TL, Nash WE, Nelson JO, Pääbo S, Patterson NJ, Poh CS, Pollard KS, Prüfer K, Puente XS, Reich D, Rocchi M, Rosenbloom K, Ruvolo M, Richter DJ, Schaffner SF, Smit AFA, Smith SM, Suyama M, Taylor J, Torrents D, Tuzun E, Varki A, Velasco G, Ventura M, Wallis JW, Wend MC, Wilson RK, Lander ES, Waterston RJ (2005) Initial sequence of the chimpanzee genome and comparison with the human genome. Nature 437:69–87

    Article  CAS  Google Scholar 

  • Newman TL, Tuzun E, Morrison VA, Hayden KE, Ventura M, McGrath SD, Rocchi M, Eichler EE (2005) A genome-wide survey of structural variation between human and chimpanzee. Genome Res 15:1344–1356

    Article  PubMed  CAS  Google Scholar 

  • Newman TL, Rieder MJ, Morrison VA, Sharp AJ, Smith JD, Sprague LJ, Kaul R, Carlson CS, Olson MV, Nickerson DA, Eichler EE (2006) High-throughput genotyping of intermediate-size structural variation. Hum Mol Genet 15:1159–1167

    Article  PubMed  CAS  Google Scholar 

  • Nguyen DQ, Webber C, Ponting CP (2006) Bias of selection on human copy-number variants. PLoS Genet 2:e20

    Article  PubMed  Google Scholar 

  • Nielsen R (2006) Comparative genomics: difference of expression. Nature 440:161

    Article  PubMed  CAS  Google Scholar 

  • Samonte RV, Eichler EE (2002) Segmental duplications and the evolution of the primate genome. Nat Rev Genet 3:65–72

    Article  PubMed  CAS  Google Scholar 

  • Sebat J, Lakshmi B, Troge J, Alexander J, Young J, Lundin P, Maner S, Massa H, Walker M, Chi M, Navin N, Lucito R, Healy J, Hicks J, Ye K, Reiner A, Gilliam TC, Trask B, Patterson N, Zetterberg A, Wigler M (2004) Large-scale copy number polymorphism in the human genome. Science 305:525-528

    Article  PubMed  CAS  Google Scholar 

  • Shaw CJ, Lupski JR (2004) Implications of human genome architecture for rearrangement-based disorders: the genomic basis of disease. Hum Mol Genet 13:R57–64

    Article  PubMed  CAS  Google Scholar 

  • Sharp AJ, Locke DP, McGrath SD, Cheng Z, Bailey JA, Vallente RU, Pertz LM, Clark RA, Schwartz S, Segraves R, Oseroff VV, Albertson DG, Pinkel D, Eichler EE (2005) Segmental duplications and copy number variation in the human genome. Am J Hum Genet 77:78-88

    Article  PubMed  CAS  Google Scholar 

  • She X, Horvath JE, Jiang Z, Liu G, Furey TS, Christ L, Clark R, Graves T, Gulden CL, Alkan C, Bailey JA, Sahinalp C, Rocchi M, Haussler D, Wilson RK, Miller W, Schwartz S, Eichler EE (2004) The structure and evolution of centromeric transition regions within the human genome. Nature 430:857-864

    Article  PubMed  CAS  Google Scholar 

  • Snijders AM, Nowak N, Segraves R, Blackwood S, Brown N, Conroy J, Hamilton G, Hindle AK, Huey B, Kimura K, Law S, Myambo K, Palmer J, Ylstra B, Yue JP, Gray JW, Jain AN, Pinkel D, Albertson DG (2001) Assembly of microarrays for genome-wide measurement of DNA copy number. Nat Genet 29:263–264

    Article  PubMed  CAS  Google Scholar 

  • Stankiewicz P, Lupski JR (2002) Genome architecture, rearrangements and genomic disorders. Trends Genet 18:74–82

    Article  PubMed  CAS  Google Scholar 

  • Stankiewicz P, Inoue K, Bi W, Walz K, Park SS, Kurotaki N, Shaw CJ, Fonseca P, Yan J, Lee JA, Khajavi M, Lupski JR (2003) Genomic disorders: genome architecture results in susceptibility to DNA rearrangements causing common human traits. Cold Spring Harb Symp Quant Biol 68:445–454

    Article  PubMed  CAS  Google Scholar 

  • Stankiewicz P, Shaw CJ, Withers M, Inoue K, Lupski JR (2004) Serial segmental duplications during primate evolution result in complex human genome architecture. Genome Res 14:2209–2220

    Article  PubMed  CAS  Google Scholar 

  • Trask BJ, Friedman C, Martin-Gallardo A, Rowen L, Akinbami C, Blankenship J, Collins C, Giorgi D, Iadonato S, Johnson F, Kuo WL, Massa H, Morrish T, Naylor S, Nguyen OT, Rouquier S, Smith T, Wong DJ, Youngblom J, van den Engh G (1998) Members of the olfactory receptor gene family are contained in large blocks of DNA duplicated polymorphically near the ends of human chromosomes. Hum Mol Genet 7:13-26

    Article  PubMed  CAS  Google Scholar 

  • Tuzun E, Sharp AJ, Bailey JA, Kaul R, Morrison VA, Pertz LM, Haugen E, Hayden H, Albertson D, Pinkel D, Olson MV, Eichler EE (2005) Fine-scale structural variation of the human genome. Nat Genet 37:727–732

    Article  PubMed  CAS  Google Scholar 

  • Urban AE, Korbel JO, Selzer R, Richmond T, Hacker A, Popescu GV, Cubells JF, Green R, Emanuel BS, Gerstein MB, Weissman SM, Snyder M (2006) High-resolution mapping of DNA copy alterations in human chromosome 22 using high-density tiling oligonucleotide arrays. Proc Natl Acad Sci USA 103:4534–4539

    Article  PubMed  CAS  Google Scholar 

  • Weber JL, David D, Heil J, Fan Y, Zhao C, Marth G (2002) Human diallelic insertion/deletion polymorphisms. Am J Hum Genet 71:854–862

    Article  PubMed  Google Scholar 

  • Wilson GM, Flibotte S, Missirlis PI, Marra MA, Jones S, Thornton K, Clark AG, Holt RA (2006) Identification by full-coverage array CGH of human DNA copy number increases relative to chimpanzee and gorilla. Genome Res 16:173–181

    Article  PubMed  CAS  Google Scholar 

  • Zhang L, Lu HH, Chung WY, Yang J, Li WH (2005) Patterns of segmental duplication in the human genome. Mol Biol Evol 22:135–141

    Article  PubMed  CAS  Google Scholar 

Download references

Acknowledgements

We thank Antje Kollak, Helene Spöri and Stefanie Raith for technical assistance. This research was funded by the Deutsche Forschungsgemeinschaft (DFG KE 724/2-1). L.A. is supported by Genome Spain and the „Generaliyay de Catalunya”.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Hildegard Kehrer-Sawatzki.

Electronic supplementary material

Rights and permissions

Reprints and permissions

About this article

Cite this article

Goidts, V., Cooper, D.N., Armengol, L. et al. Complex patterns of copy number variation at sites of segmental duplications: an important category of structural variation in the human genome. Hum Genet 120, 270–284 (2006). https://doi.org/10.1007/s00439-006-0217-y

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00439-006-0217-y

Keywords

Navigation