A structural variation reference for medical and population genetics

被引:484
|
作者
Collins, Ryan L. [1 ,2 ,3 ]
Brand, Harrison [1 ,2 ,4 ,5 ]
Karczewski, Konrad J. [1 ,6 ]
Zhao, Xuefang [1 ,2 ,4 ,5 ]
Alfoldi, Jessica [1 ,6 ]
Francioli, Laurent C. [1 ,6 ,7 ]
Khera, Amit, V [1 ,2 ]
Lowther, Chelsea [1 ,2 ,4 ,5 ]
Gauthier, Laura D. [1 ,8 ]
Wang, Harold [1 ,2 ]
Watts, Nicholas A. [1 ,6 ]
Solomonson, Matthew [1 ,6 ]
O'Donnell-Luria, Anne [1 ,6 ]
Baumann, Alexander [8 ]
Munshi, Ruchi [8 ]
Walker, Mark [1 ,8 ]
Whelan, Christopher W. [8 ]
Huang, Yongqing [8 ]
Brookings, Ted [8 ]
Sharpe, Ted [8 ]
Stone, Matthew R. [1 ,2 ]
Valkanas, Elise [1 ,2 ,3 ]
Fu, Jack [1 ,2 ,4 ,5 ]
Tiao, Grace [1 ,6 ]
Laricchia, Kristen M. [1 ,6 ]
Ruano-Rubio, Valentin [8 ]
Stevens, Christine [1 ]
Gupta, Namrata [1 ]
Cusick, Caroline [1 ]
Margolin, Lauren [1 ]
Taylor, Kent D. [9 ]
Lin, Henry J. [9 ]
Rich, Stephen S. [10 ]
Post, Wendy S. [11 ]
Chen, Yii-Der Ida [9 ]
Rotter, Jerome, I [9 ]
Nusbaum, Chad [1 ,16 ]
Philippakis, Anthony [8 ]
Lander, Eric [1 ,12 ,13 ]
Gabriel, Stacey [1 ]
Neale, Benjamin M. [1 ,2 ,6 ,14 ]
Kathiresan, Sekar [1 ,2 ,7 ,15 ]
Daly, Mark J. [1 ,2 ,6 ,14 ]
Banks, Eric [8 ]
MacArthur, Daniel G. [1 ,2 ,6 ,7 ,17 ,18 ,19 ]
Talkowski, Michael E. [1 ,2 ,4 ,5 ,14 ]
机构
[1] Broad Inst MIT & Harvard, Program Med & Populat Genet, Cambridge, MA 02142 USA
[2] Massachusetts Gen Hosp, Ctr Genom Med, Boston, MA 02114 USA
[3] Harvard Med Sch, Div Med Sci, Boston, MA 02115 USA
[4] Massachusetts Gen Hosp, Dept Neurol, Boston, MA 02114 USA
[5] Harvard Med Sch, Boston, MA 02115 USA
[6] Massachusetts Gen Hosp, Analyt & Translat Genet Unit, Boston, MA 02114 USA
[7] Harvard Med Sch, Dept Med, Boston, MA 02115 USA
[8] Broad Inst MIT & Harvard, Data Sci Platform, Cambridge, MA 02142 USA
[9] Harbor UCLA Med Ctr, Los Angeles Biomed Res Inst, Inst Translat Genom & Populat Sci, Torrance, CA 90509 USA
[10] Univ Virginia, Ctr Publ Hlth Genom, Charlottesville, VA USA
[11] Johns Hopkins Univ, Sch Med, Baltimore, MD USA
[12] Harvard Med Sch, Dept Syst Biol, Boston, MA 02115 USA
[13] MIT, Dept Biol, Cambridge, MA USA
[14] Broad Inst MIT & Harvard, Stanley Ctr Psychiat Res, Cambridge, MA 02142 USA
[15] Massachusetts Gen Hosp, Div Cardiol, Boston, MA 02114 USA
[16] Cellarity Inc, Cambridge, MA USA
[17] Garvan Inst Med Res, Ctr Populat Genom, Sydney, NSW, Australia
[18] UNSW Sydney, Sydney, NSW, Australia
[19] Murdoch Childrens Res Inst, Ctr Populat Genom, Melbourne, Vic, Australia
基金
美国国家卫生研究院;
关键词
COPY NUMBER VARIATION; GENOME; IMPACT; REARRANGEMENTS; EVOLUTION; VARIANTS; PATTERNS; DELETION;
D O I
10.1038/s41586-020-2287-8
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Structural variants (SVs) rearrange large segments of DNA(1) and can have profound consequences in evolution and human disease(2,3). As national biobanks, disease-association studies, and clinical genetic testing have grown increasingly reliant on genome sequencing, population references such as the Genome Aggregation Database (gnomAD)(4) have become integral in the interpretation of single-nucleotide variants (SNVs)(5). However, there are no reference maps of SVs from high-coverage genome sequencing comparable to those for SNVs. Here we present a reference of sequence-resolved SVs constructed from 14,891 genomes across diverse global populations (54% non-European) in gnomAD. We discovered a rich and complex landscape of 433,371 SVs, from which we estimate that SVs are responsible for 25-29% of all rare protein-truncating events per genome. We found strong correlations between natural selection against damaging SNVs and rare SVs that disrupt or duplicate protein-coding sequence, which suggests that genes that are highly intolerant to loss-of-function are also sensitive to increased dosage(6). We also uncovered modest selection against noncoding SVs in cis-regulatory elements, although selection against protein-truncating SVs was stronger than all noncoding effects. Finally, we identified very large (over one megabase), rare SVs in 3.9% of samples, and estimate that 0.13% of individuals may carry an SV that meets the existing criteria for clinically important incidental findings(7). This SV resource is freely distributed via the gnomAD browser(8) and will have broad utility in population genetics, disease-association studies, and diagnostic screening.
引用
收藏
页码:444 / +
页数:17
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  • [1] A structural variation reference for medical and population genetics
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  • [2] Author Correction: A structural variation reference for medical and population genetics
    Ryan L. Collins
    Harrison Brand
    Konrad J. Karczewski
    Xuefang Zhao
    Jessica Alföldi
    Laurent C. Francioli
    Amit V. Khera
    Chelsea Lowther
    Laura D. Gauthier
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