Influences of rare copy-number variation on human complex traits

被引:16
|
作者
Hujoel, Margaux L. A. [1 ,2 ,3 ,4 ]
Sherman, Maxwell A. [1 ,2 ,3 ,4 ,5 ]
Barton, Alison R. [1 ,2 ,3 ,6 ]
Mukamel, Ronen E. [1 ,2 ,3 ,4 ]
Sankaran, Vijay G. [4 ,7 ,8 ]
Terao, Chikashi [9 ,10 ]
Loh, Po-Ru [1 ,2 ,3 ,4 ]
机构
[1] Brigham & Womens Hosp, Dept Med, Div Genet, Boston, MA 02115 USA
[2] Harvard Med Sch, Boston, MA 02115 USA
[3] Brigham & Womens Hosp, Ctr Data Sci, Harvard Med Sch, Boston, MA 02115 USA
[4] Broad Inst MIT & Harvard, Program Med & Populat Genet, Cambridge, MA 02142 USA
[5] MIT, Comp Sci & Artificial Intelligence Lab, Cambridge, MA USA
[6] Harvard Med Sch, Bioinformat & Integrat Genom Program, Boston, MA USA
[7] Boston Childrens Hosp, Harvard Med Sch, Div Hematol Oncol, Boston, MA USA
[8] Harvard Med Sch, Dana Farber Canc Inst, Dept Pediat Oncol, Boston, MA USA
[9] RIKEN Ctr Integrat Med Sci, Lab Stat & Translat Genet, Yokohama, Japan
[10] Univ Shizuoka, Sch Pharmaceut Sci, Dept Appl Genet, Shizuoka, Japan
基金
日本学术振兴会;
关键词
GENOME-WIDE ASSOCIATION; HIDDEN-MARKOV MODEL; STRUCTURAL VARIATION; ALPHA-THALASSEMIA; POPULATION; MAP; DISCOVERY; VARIANTS; SNP; MUTATIONS;
D O I
10.1016/j.cell.2022.09.028
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
The human genome contains hundreds of thousands of regions harboring copy-number variants (CNV). However, the phenotypic effects of most such polymorphisms are unknown because only larger CNVs have been ascertainable from SNP-array data generated by large biobanks. We developed a computational approach leveraging haplotype sharing in biobank cohorts to more sensitively detect CNVs. Applied to UK Biobank, this approach accounted for approximately half of all rare gene inactivation events produced by genomic structural variation. This CNV call set enabled a detailed analysis of associations between CNVs and 56 quantitative traits, identifying 269 independent associations (p < 5 3 10-8) likely to be caus-ally driven by CNVs. Putative target genes were identifiable for nearly half of the loci, enabling insights into dosage sensitivity of these genes and uncovering several gene-trait relationships. These results demonstrate the ability of haplotype-informed analysis to provide insights into the genetic basis of human complex traits.
引用
收藏
页码:4233 / 4248
页数:16
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