Whole-exome imputation within UK Biobank powers rare coding variant association and fine-mapping analyses

被引:186
作者
Barton, Alison R. [1 ,2 ,3 ,4 ]
Sherman, Maxwell A. [1 ,2 ,3 ,5 ]
Mukamel, Ronen E. [1 ,2 ,3 ]
Loh, Po-Ru [1 ,2 ,3 ]
机构
[1] Brigham & Womens Hosp, Dept Med, Div Genet, 75 Francis St, Boston, MA 02115 USA
[2] Harvard Med Sch, Boston, MA 02115 USA
[3] Broad Inst MIT & Harvard, Cambridge, MA 02142 USA
[4] Harvard Med Sch, Dept Biomed Informat, Bioinformat & Integrat Genom Program, Boston, MA 02115 USA
[5] MIT, Comp Sci & Artificial Intelligence Lab, 77 Massachusetts Ave, Cambridge, MA 02139 USA
基金
英国医学研究理事会;
关键词
GENOTYPE IMPUTATION; TRAITS; COMMON;
D O I
10.1038/s41588-021-00892-1
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Exome association studies to date have generally been underpowered to systematically evaluate the phenotypic impact of very rare coding variants. We leveraged extensive haplotype sharing between 49,960 exome-sequenced UK Biobank participants and the remainder of the cohort (total n approximate to 500,000) to impute exome-wide variants with accuracy R-2 > 0.5 down to minor allele frequency (MAF) -0.00005. Association and fine-mapping analyses of 54 quantitative traits identified 1,189 significant associations (P < 5 x 10(-8)) involving 675 distinct rare protein-altering variants (MAF < 0.01) that passed stringent filters for likely causality. Across all traits, 49% of associations (578/1,189) occurred in genes with two or more hits; follow-up analyses of these genes identified allelic series containing up to 45 distinct 'likely-causal' variants. Our results demonstrate the utility of within-cohort imputation in population-scale genome-wide association studies, provide a catalog of likely-causal, large-effect coding variant associations and foreshadow the insights that will be revealed as genetic biobank studies continue to grow.
引用
收藏
页码:1260 / +
页数:13
相关论文
共 56 条
[1]   Medical sequencing at the extremes of human body mass [J].
Ahituv, Nadav ;
Kavaslar, Nihan ;
Schackwitz, Wendy ;
Ustaszewska, Anna ;
Martin, Joel ;
Hebert, Sybil ;
Doelle, Heather ;
Ersoy, Baran ;
Kryukov, Gregory ;
Schmidt, Steffen ;
Yosef, Nir ;
Ruppin, Eytan ;
Sharan, Roded ;
Vaisse, Christian ;
Sunyaev, Shamil ;
Dent, Robert ;
Cohen, Jonathan ;
McPherson, Ruth ;
Pennacchio, Len A. .
AMERICAN JOURNAL OF HUMAN GENETICS, 2007, 80 (04) :779-791
[2]   Rho GTPases in platelet function [J].
Aslan, J. E. ;
Mccarty, O. J. T. .
JOURNAL OF THROMBOSIS AND HAEMOSTASIS, 2013, 11 (01) :35-46
[3]   FINEMAP: efficient variable selection using summary data from genome-wide association studies [J].
Benner, Christian ;
Spencer, Chris C. A. ;
Havulinna, Aki S. ;
Salomaa, Veikko ;
Ripatti, Samuli ;
Pirinen, Matti .
BIOINFORMATICS, 2016, 32 (10) :1493-1501
[4]   The Protein Data Bank [J].
Berman, HM ;
Westbrook, J ;
Feng, Z ;
Gilliland, G ;
Bhat, TN ;
Weissig, H ;
Shindyalov, IN ;
Bourne, PE .
NUCLEIC ACIDS RESEARCH, 2000, 28 (01) :235-242
[5]   The SWISS-MODEL Repository-new features and functionality [J].
Bienert, Stefan ;
Waterhouse, Andrew ;
de Beer, Tjaart A. P. ;
Tauriello, Gerardo ;
Studer, Gabriel ;
Bordoli, Lorenza ;
Schwede, Torsten .
NUCLEIC ACIDS RESEARCH, 2017, 45 (D1) :D313-D319
[6]   Structures of Angptl3 and Angptl4, modulators of triglyceride levels and coronary artery disease [J].
Biterova, Ekaterina ;
Esmaeeli, Mariam ;
Alanen, Heli I. ;
Saaranen, Mirva ;
Ruddock, Lloyd W. .
SCIENTIFIC REPORTS, 2018, 8
[7]   An Expanded View of Complex Traits: From Polygenic to Omnigenic [J].
Boyle, Evan A. ;
Li, Yang I. ;
Pritchard, Jonathan K. .
CELL, 2017, 169 (07) :1177-1186
[8]   Genotype Imputation with Millions of Reference Samples [J].
Browning, Brian L. ;
Browning, Sharon R. .
AMERICAN JOURNAL OF HUMAN GENETICS, 2016, 98 (01) :116-126
[9]   The NHGRI-EBI GWAS Catalog of published genome-wide association studies, targeted arrays and summary statistics 2019 [J].
Buniello, Annalisa ;
MacArthur, Jacqueline A. L. ;
Cerezo, Maria ;
Harris, Laura W. ;
Hayhurst, James ;
Malangone, Cinzia ;
McMahon, Aoife ;
Morales, Joannella ;
Mountjoy, Edward ;
Sollis, Elliot ;
Suveges, Daniel ;
Vrousgou, Olga ;
Whetzel, Patricia L. ;
Amode, Ridwan ;
Guillen, Jose A. ;
Riat, Harpreet S. ;
Trevanion, Stephen J. ;
Hall, Peggy ;
Junkins, Heather ;
Flicek, Paul ;
Burdett, Tony ;
Hindorff, Lucia A. ;
Cunningham, Fiona ;
Parkinson, Helen .
NUCLEIC ACIDS RESEARCH, 2019, 47 (D1) :D1005-D1012
[10]   The UK Biobank resource with deep phenotyping and genomic data [J].
Bycroft, Clare ;
Freeman, Colin ;
Petkova, Desislava ;
Band, Gavin ;
Elliott, Lloyd T. ;
Sharp, Kevin ;
Motyer, Allan ;
Vukcevic, Damjan ;
Delaneau, Olivier ;
O'Connell, Jared ;
Cortes, Adrian ;
Welsh, Samantha ;
Young, Alan ;
Effingham, Mark ;
McVean, Gil ;
Leslie, Stephen ;
Allen, Naomi ;
Donnelly, Peter ;
Marchini, Jonathan .
NATURE, 2018, 562 (7726) :203-+