Mapping copy number variation by population-scale genome sequencing

Genomic structural variants (SVs) are abundant in humans, differing from other forms of variation in extent, origin and functional impact. Despite progress in SV characterization, the nucleotide resolution architecture of most SVs remains unknown. We constructed a map of unbalanced SVs (that is, cop...

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Veröffentlicht in:Nature (London) 2011-02, Vol.470 (7332), p.59-65
Hauptverfasser: Mills, Ryan E., Walter, Klaudia, Stewart, Chip, Handsaker, Robert E., Chen, Ken, Alkan, Can, Abyzov, Alexej, Yoon, Seungtai Chris, Ye, Kai, Cheetham, R. Keira, Chinwalla, Asif, Conrad, Donald F., Fu, Yutao, Grubert, Fabian, Hajirasouliha, Iman, Hormozdiari, Fereydoun, Iakoucheva, Lilia M., Iqbal, Zamin, Kang, Shuli, Kidd, Jeffrey M., Konkel, Miriam K., Korn, Joshua, Khurana, Ekta, Kural, Deniz, Lam, Hugo Y. K., Leng, Jing, Li, Ruiqiang, Li, Yingrui, Lin, Chang-Yun, Luo, Ruibang, Mu, Xinmeng Jasmine, Nemesh, James, Peckham, Heather E., Rausch, Tobias, Scally, Aylwyn, Shi, Xinghua, Stromberg, Michael P., Stütz, Adrian M., Urban, Alexander Eckehart, Walker, Jerilyn A., Wu, Jiantao, Zhang, Yujun, Zhang, Zhengdong D., Batzer, Mark A., Ding, Li, Marth, Gabor T., McVean, Gil, Sebat, Jonathan, Snyder, Michael, Wang, Jun, Ye, Kenny, Eichler, Evan E., Gerstein, Mark B., Hurles, Matthew E., Lee, Charles, McCarroll, Steven A., Korbel, Jan O.
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container_end_page 65
container_issue 7332
container_start_page 59
container_title Nature (London)
container_volume 470
creator Mills, Ryan E.
Walter, Klaudia
Stewart, Chip
Handsaker, Robert E.
Chen, Ken
Alkan, Can
Abyzov, Alexej
Yoon, Seungtai Chris
Ye, Kai
Cheetham, R. Keira
Chinwalla, Asif
Conrad, Donald F.
Fu, Yutao
Grubert, Fabian
Hajirasouliha, Iman
Hormozdiari, Fereydoun
Iakoucheva, Lilia M.
Iqbal, Zamin
Kang, Shuli
Kidd, Jeffrey M.
Konkel, Miriam K.
Korn, Joshua
Khurana, Ekta
Kural, Deniz
Lam, Hugo Y. K.
Leng, Jing
Li, Ruiqiang
Li, Yingrui
Lin, Chang-Yun
Luo, Ruibang
Mu, Xinmeng Jasmine
Nemesh, James
Peckham, Heather E.
Rausch, Tobias
Scally, Aylwyn
Shi, Xinghua
Stromberg, Michael P.
Stütz, Adrian M.
Urban, Alexander Eckehart
Walker, Jerilyn A.
Wu, Jiantao
Zhang, Yujun
Zhang, Zhengdong D.
Batzer, Mark A.
Ding, Li
Marth, Gabor T.
McVean, Gil
Sebat, Jonathan
Snyder, Michael
Wang, Jun
Ye, Kenny
Eichler, Evan E.
Gerstein, Mark B.
Hurles, Matthew E.
Lee, Charles
McCarroll, Steven A.
Korbel, Jan O.
description Genomic structural variants (SVs) are abundant in humans, differing from other forms of variation in extent, origin and functional impact. Despite progress in SV characterization, the nucleotide resolution architecture of most SVs remains unknown. We constructed a map of unbalanced SVs (that is, copy number variants) based on whole genome DNA sequencing data from 185 human genomes, integrating evidence from complementary SV discovery approaches with extensive experimental validations. Our map encompassed 22,025 deletions and 6,000 additional SVs, including insertions and tandem duplications. Most SVs (53%) were mapped to nucleotide resolution, which facilitated analysing their origin and functional impact. We examined numerous whole and partial gene deletions with a genotyping approach and observed a depletion of gene disruptions amongst high frequency deletions. Furthermore, we observed differences in the size spectra of SVs originating from distinct formation mechanisms, and constructed a map of SV hotspots formed by common mechanisms. Our analytical framework and SV map serves as a resource for sequencing-based association studies. Fine-scale mapping of genetic variation Copy number variations (or CNVs) are large-scale deletions, duplications and insertions that contribute significantly to genetic variation in the human genome, and many CNVs are linked to susceptibility to disease. A high-resolution map of CNVs has now been produced by harnessing information from whole-genome sequencing in 185 individuals. Nucleotide resolution of the map facilitates analysis of structural variant distribution and identification of the mechanisms of their origin. The study provides a resource for sequence-based association studies. Harnessing information from whole genome sequencing in 185 individuals, this study generates a high-resolution map of copy number variants. Nucleotide resolution of the map facilitates analysis of structural variant distribution and identification of the mechanisms of their origin. The study provides a resource for sequence-based association studies.
doi_str_mv 10.1038/nature09708
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Fine-scale mapping of genetic variation Copy number variations (or CNVs) are large-scale deletions, duplications and insertions that contribute significantly to genetic variation in the human genome, and many CNVs are linked to susceptibility to disease. A high-resolution map of CNVs has now been produced by harnessing information from whole-genome sequencing in 185 individuals. Nucleotide resolution of the map facilitates analysis of structural variant distribution and identification of the mechanisms of their origin. The study provides a resource for sequence-based association studies. Harnessing information from whole genome sequencing in 185 individuals, this study generates a high-resolution map of copy number variants. Nucleotide resolution of the map facilitates analysis of structural variant distribution and identification of the mechanisms of their origin. 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Despite progress in SV characterization, the nucleotide resolution architecture of most SVs remains unknown. We constructed a map of unbalanced SVs (that is, copy number variants) based on whole genome DNA sequencing data from 185 human genomes, integrating evidence from complementary SV discovery approaches with extensive experimental validations. Our map encompassed 22,025 deletions and 6,000 additional SVs, including insertions and tandem duplications. Most SVs (53%) were mapped to nucleotide resolution, which facilitated analysing their origin and functional impact. We examined numerous whole and partial gene deletions with a genotyping approach and observed a depletion of gene disruptions amongst high frequency deletions. Furthermore, we observed differences in the size spectra of SVs originating from distinct formation mechanisms, and constructed a map of SV hotspots formed by common mechanisms. Our analytical framework and SV map serves as a resource for sequencing-based association studies. Fine-scale mapping of genetic variation Copy number variations (or CNVs) are large-scale deletions, duplications and insertions that contribute significantly to genetic variation in the human genome, and many CNVs are linked to susceptibility to disease. A high-resolution map of CNVs has now been produced by harnessing information from whole-genome sequencing in 185 individuals. Nucleotide resolution of the map facilitates analysis of structural variant distribution and identification of the mechanisms of their origin. The study provides a resource for sequence-based association studies. Harnessing information from whole genome sequencing in 185 individuals, this study generates a high-resolution map of copy number variants. Nucleotide resolution of the map facilitates analysis of structural variant distribution and identification of the mechanisms of their origin. 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Keira ; Chinwalla, Asif ; Conrad, Donald F. ; Fu, Yutao ; Grubert, Fabian ; Hajirasouliha, Iman ; Hormozdiari, Fereydoun ; Iakoucheva, Lilia M. ; Iqbal, Zamin ; Kang, Shuli ; Kidd, Jeffrey M. ; Konkel, Miriam K. ; Korn, Joshua ; Khurana, Ekta ; Kural, Deniz ; Lam, Hugo Y. K. ; Leng, Jing ; Li, Ruiqiang ; Li, Yingrui ; Lin, Chang-Yun ; Luo, Ruibang ; Mu, Xinmeng Jasmine ; Nemesh, James ; Peckham, Heather E. ; Rausch, Tobias ; Scally, Aylwyn ; Shi, Xinghua ; Stromberg, Michael P. ; Stütz, Adrian M. ; Urban, Alexander Eckehart ; Walker, Jerilyn A. ; Wu, Jiantao ; Zhang, Yujun ; Zhang, Zhengdong D. ; Batzer, Mark A. ; Ding, Li ; Marth, Gabor T. ; McVean, Gil ; Sebat, Jonathan ; Snyder, Michael ; Wang, Jun ; Ye, Kenny ; Eichler, Evan E. ; Gerstein, Mark B. ; Hurles, Matthew E. ; Lee, Charles ; McCarroll, Steven A. ; Korbel, Jan O.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c642t-1115ed24e203c52e64526a39e87d47adbd76748fd110fe179156475a03db53603</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2011</creationdate><topic>631/1647/1513/1382</topic><topic>631/181/457/649/2157</topic><topic>692/420/2489/144</topic><topic>Algorithms</topic><topic>Biological and medical sciences</topic><topic>DNA Copy Number Variations - genetics</topic><topic>Fundamental and applied biological sciences. Psychology</topic><topic>Gene Duplication - genetics</topic><topic>Genetic Predisposition to Disease - genetics</topic><topic>Genetics of eukaryotes. Biological and molecular evolution</topic><topic>Genetics, Population</topic><topic>Genome, Human - genetics</topic><topic>Genomics</topic><topic>Genotype</topic><topic>Genotype &amp; phenotype</topic><topic>Human</topic><topic>Humanities and Social Sciences</topic><topic>Humans</topic><topic>Methods</topic><topic>multidisciplinary</topic><topic>Mutagenesis, Insertional - genetics</topic><topic>Population genetics, reproduction patterns</topic><topic>Reproducibility of Results</topic><topic>Science</topic><topic>Science (multidisciplinary)</topic><topic>Sequence Analysis, DNA</topic><topic>Sequence Deletion - genetics</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Mills, Ryan E.</creatorcontrib><creatorcontrib>Walter, Klaudia</creatorcontrib><creatorcontrib>Stewart, Chip</creatorcontrib><creatorcontrib>Handsaker, Robert E.</creatorcontrib><creatorcontrib>Chen, Ken</creatorcontrib><creatorcontrib>Alkan, Can</creatorcontrib><creatorcontrib>Abyzov, Alexej</creatorcontrib><creatorcontrib>Yoon, Seungtai Chris</creatorcontrib><creatorcontrib>Ye, Kai</creatorcontrib><creatorcontrib>Cheetham, R. Keira</creatorcontrib><creatorcontrib>Chinwalla, Asif</creatorcontrib><creatorcontrib>Conrad, Donald F.</creatorcontrib><creatorcontrib>Fu, Yutao</creatorcontrib><creatorcontrib>Grubert, Fabian</creatorcontrib><creatorcontrib>Hajirasouliha, Iman</creatorcontrib><creatorcontrib>Hormozdiari, Fereydoun</creatorcontrib><creatorcontrib>Iakoucheva, Lilia M.</creatorcontrib><creatorcontrib>Iqbal, Zamin</creatorcontrib><creatorcontrib>Kang, Shuli</creatorcontrib><creatorcontrib>Kidd, Jeffrey M.</creatorcontrib><creatorcontrib>Konkel, Miriam K.</creatorcontrib><creatorcontrib>Korn, Joshua</creatorcontrib><creatorcontrib>Khurana, Ekta</creatorcontrib><creatorcontrib>Kural, Deniz</creatorcontrib><creatorcontrib>Lam, Hugo Y. K.</creatorcontrib><creatorcontrib>Leng, Jing</creatorcontrib><creatorcontrib>Li, Ruiqiang</creatorcontrib><creatorcontrib>Li, Yingrui</creatorcontrib><creatorcontrib>Lin, Chang-Yun</creatorcontrib><creatorcontrib>Luo, Ruibang</creatorcontrib><creatorcontrib>Mu, Xinmeng Jasmine</creatorcontrib><creatorcontrib>Nemesh, James</creatorcontrib><creatorcontrib>Peckham, Heather E.</creatorcontrib><creatorcontrib>Rausch, Tobias</creatorcontrib><creatorcontrib>Scally, Aylwyn</creatorcontrib><creatorcontrib>Shi, Xinghua</creatorcontrib><creatorcontrib>Stromberg, Michael P.</creatorcontrib><creatorcontrib>Stütz, Adrian M.</creatorcontrib><creatorcontrib>Urban, Alexander Eckehart</creatorcontrib><creatorcontrib>Walker, Jerilyn A.</creatorcontrib><creatorcontrib>Wu, Jiantao</creatorcontrib><creatorcontrib>Zhang, Yujun</creatorcontrib><creatorcontrib>Zhang, Zhengdong D.</creatorcontrib><creatorcontrib>Batzer, Mark A.</creatorcontrib><creatorcontrib>Ding, Li</creatorcontrib><creatorcontrib>Marth, Gabor T.</creatorcontrib><creatorcontrib>McVean, Gil</creatorcontrib><creatorcontrib>Sebat, Jonathan</creatorcontrib><creatorcontrib>Snyder, Michael</creatorcontrib><creatorcontrib>Wang, Jun</creatorcontrib><creatorcontrib>Ye, Kenny</creatorcontrib><creatorcontrib>Eichler, Evan E.</creatorcontrib><creatorcontrib>Gerstein, Mark B.</creatorcontrib><creatorcontrib>Hurles, Matthew E.</creatorcontrib><creatorcontrib>Lee, Charles</creatorcontrib><creatorcontrib>McCarroll, Steven A.</creatorcontrib><creatorcontrib>Korbel, Jan O.</creatorcontrib><creatorcontrib>1000 Genomes Project</creatorcontrib><collection>Pascal-Francis</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Animal Behavior Abstracts</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Calcium &amp; 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Aerospace Collection</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Environmental Science Database</collection><collection>Earth, Atmospheric &amp; Aquatic Science Database</collection><collection>Materials Science Collection</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest One Psychology</collection><collection>Engineering Collection</collection><collection>Environmental Science Collection</collection><collection>ProQuest Central Basic</collection><collection>University of Michigan</collection><collection>Genetics Abstracts</collection><collection>SIRS Editorial</collection><collection>Environment Abstracts</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Nature (London)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Mills, Ryan E.</au><au>Walter, Klaudia</au><au>Stewart, Chip</au><au>Handsaker, Robert E.</au><au>Chen, Ken</au><au>Alkan, Can</au><au>Abyzov, Alexej</au><au>Yoon, Seungtai Chris</au><au>Ye, Kai</au><au>Cheetham, R. Keira</au><au>Chinwalla, Asif</au><au>Conrad, Donald F.</au><au>Fu, Yutao</au><au>Grubert, Fabian</au><au>Hajirasouliha, Iman</au><au>Hormozdiari, Fereydoun</au><au>Iakoucheva, Lilia M.</au><au>Iqbal, Zamin</au><au>Kang, Shuli</au><au>Kidd, Jeffrey M.</au><au>Konkel, Miriam K.</au><au>Korn, Joshua</au><au>Khurana, Ekta</au><au>Kural, Deniz</au><au>Lam, Hugo Y. K.</au><au>Leng, Jing</au><au>Li, Ruiqiang</au><au>Li, Yingrui</au><au>Lin, Chang-Yun</au><au>Luo, Ruibang</au><au>Mu, Xinmeng Jasmine</au><au>Nemesh, James</au><au>Peckham, Heather E.</au><au>Rausch, Tobias</au><au>Scally, Aylwyn</au><au>Shi, Xinghua</au><au>Stromberg, Michael P.</au><au>Stütz, Adrian M.</au><au>Urban, Alexander Eckehart</au><au>Walker, Jerilyn A.</au><au>Wu, Jiantao</au><au>Zhang, Yujun</au><au>Zhang, Zhengdong D.</au><au>Batzer, Mark A.</au><au>Ding, Li</au><au>Marth, Gabor T.</au><au>McVean, Gil</au><au>Sebat, Jonathan</au><au>Snyder, Michael</au><au>Wang, Jun</au><au>Ye, Kenny</au><au>Eichler, Evan E.</au><au>Gerstein, Mark B.</au><au>Hurles, Matthew E.</au><au>Lee, Charles</au><au>McCarroll, Steven A.</au><au>Korbel, Jan O.</au><aucorp>1000 Genomes Project</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Mapping copy number variation by population-scale genome sequencing</atitle><jtitle>Nature (London)</jtitle><stitle>Nature</stitle><addtitle>Nature</addtitle><date>2011-02-03</date><risdate>2011</risdate><volume>470</volume><issue>7332</issue><spage>59</spage><epage>65</epage><pages>59-65</pages><issn>0028-0836</issn><eissn>1476-4687</eissn><coden>NATUAS</coden><abstract>Genomic structural variants (SVs) are abundant in humans, differing from other forms of variation in extent, origin and functional impact. Despite progress in SV characterization, the nucleotide resolution architecture of most SVs remains unknown. We constructed a map of unbalanced SVs (that is, copy number variants) based on whole genome DNA sequencing data from 185 human genomes, integrating evidence from complementary SV discovery approaches with extensive experimental validations. Our map encompassed 22,025 deletions and 6,000 additional SVs, including insertions and tandem duplications. Most SVs (53%) were mapped to nucleotide resolution, which facilitated analysing their origin and functional impact. We examined numerous whole and partial gene deletions with a genotyping approach and observed a depletion of gene disruptions amongst high frequency deletions. Furthermore, we observed differences in the size spectra of SVs originating from distinct formation mechanisms, and constructed a map of SV hotspots formed by common mechanisms. Our analytical framework and SV map serves as a resource for sequencing-based association studies. Fine-scale mapping of genetic variation Copy number variations (or CNVs) are large-scale deletions, duplications and insertions that contribute significantly to genetic variation in the human genome, and many CNVs are linked to susceptibility to disease. A high-resolution map of CNVs has now been produced by harnessing information from whole-genome sequencing in 185 individuals. Nucleotide resolution of the map facilitates analysis of structural variant distribution and identification of the mechanisms of their origin. The study provides a resource for sequence-based association studies. Harnessing information from whole genome sequencing in 185 individuals, this study generates a high-resolution map of copy number variants. Nucleotide resolution of the map facilitates analysis of structural variant distribution and identification of the mechanisms of their origin. The study provides a resource for sequence-based association studies.</abstract><cop>London</cop><pub>Nature Publishing Group UK</pub><pmid>21293372</pmid><doi>10.1038/nature09708</doi><tpages>7</tpages><oa>free_for_read</oa></addata></record>
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issn 0028-0836
1476-4687
language eng
recordid cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_3077050
source MEDLINE; Springer Nature - Complete Springer Journals; Nature
subjects 631/1647/1513/1382
631/181/457/649/2157
692/420/2489/144
Algorithms
Biological and medical sciences
DNA Copy Number Variations - genetics
Fundamental and applied biological sciences. Psychology
Gene Duplication - genetics
Genetic Predisposition to Disease - genetics
Genetics of eukaryotes. Biological and molecular evolution
Genetics, Population
Genome, Human - genetics
Genomics
Genotype
Genotype & phenotype
Human
Humanities and Social Sciences
Humans
Methods
multidisciplinary
Mutagenesis, Insertional - genetics
Population genetics, reproduction patterns
Reproducibility of Results
Science
Science (multidisciplinary)
Sequence Analysis, DNA
Sequence Deletion - genetics
title Mapping copy number variation by population-scale genome sequencing
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