A genome-wide study of Hardy-Weinberg equilibrium with next generation sequence data

被引:70
作者
Graffelman, Jan [1 ,2 ]
Jain, Deepti [2 ]
Weir, Bruce [2 ]
机构
[1] Univ Politecn Cataluna, Dept Stat & Operat Res, Avinguda Diagonal 647, E-08028 Barcelona, Spain
[2] Univ Washington, Dept Biostat, Univ Tower,15th Floor,4333 Brooklyn Ave, Seattle, WA 98105 USA
基金
美国国家卫生研究院;
关键词
GENOTYPING ERRORS; GENETIC-MARKERS; EXACT TESTS; ASSOCIATION;
D O I
10.1007/s00439-017-1786-7
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Statistical tests for Hardy-Weinberg equilibrium have been an important tool for detecting genotyping errors in the past, and remain important in the quality control of next generation sequence data. In this paper, we analyze complete chromosomes of the 1000 genomes project by using exact test procedures for autosomal and X-chromosomal variants. We find that the rate of disequilibrium largely exceeds what might be expected by chance alone for all chromosomes. Observed disequilibrium is, in about 60% of the cases, due to heterozygote excess. We suggest that most excess disequilibrium can be explained by sequencing problems, and hypothesize mechanisms that can explain exceptional heterozygosities. We report higher rates of disequilibrium for the MHC region on chromosome 6, regions flanking centromeres and p-arms of acrocentric chromosomes. We also detected long-range haplotypes and areas with incidental high disequilibrium. We report disequilibrium to be related to read depth, with variants having extreme read depths being more likely to be out of equilibrium. Disequilibrium rates were found to be 11 times higher in segmental duplications and simple tandem repeat regions. The variants with significant disequilibrium are seen to be concentrated in these areas. For next generation sequence data, Hardy-Weinberg disequilibrium seems to be a major indicator for copy number variation.
引用
收藏
页码:727 / 741
页数:15
相关论文
共 27 条
[1]   A global reference for human genetic variation [J].
Altshuler, David M. ;
Durbin, Richard M. ;
Abecasis, Goncalo R. ;
Bentley, David R. ;
Chakravarti, Aravinda ;
Clark, Andrew G. ;
Donnelly, Peter ;
Eichler, Evan E. ;
Flicek, Paul ;
Gabriel, Stacey B. ;
Gibbs, Richard A. ;
Green, Eric D. ;
Hurles, Matthew E. ;
Knoppers, Bartha M. ;
Korbel, Jan O. ;
Lander, Eric S. ;
Lee, Charles ;
Lehrach, Hans ;
Mardis, Elaine R. ;
Marth, Gabor T. ;
McVean, Gil A. ;
Nickerson, Deborah A. ;
Wang, Jun ;
Wilson, Richard K. ;
Boerwinkle, Eric ;
Doddapaneni, Harsha ;
Han, Yi ;
Korchina, Viktoriya ;
Kovar, Christie ;
Lee, Sandra ;
Muzny, Donna ;
Reid, Jeffrey G. ;
Zhu, Yiming ;
Chang, Yuqi ;
Feng, Qiang ;
Fang, Xiaodong ;
Guo, Xiaosen ;
Jian, Min ;
Jiang, Hui ;
Jin, Xin ;
Lan, Tianming ;
Li, Guoqing ;
Li, Jingxiang ;
Li, Yingrui ;
Liu, Shengmao ;
Liu, Xiao ;
Lu, Yao ;
Ma, Xuedi ;
Tang, Meifang ;
Wang, Bo .
NATURE, 2015, 526 (7571) :68-+
[2]  
[Anonymous], 1997, PRINCIPLES POPULATIO
[3]   Recent segmental duplications in the human genome [J].
Bailey, JA ;
Gu, ZP ;
Clark, RA ;
Reinert, K ;
Samonte, RV ;
Schwartz, S ;
Adams, MD ;
Myers, EW ;
Li, PW ;
Eichler, EE .
SCIENCE, 2002, 297 (5583) :1003-1007
[4]   Complete sequence and gene map of a human major histocompatibility complex [J].
Beck, S ;
Geraghty, D ;
Inoko, H ;
Rowen, L ;
Aguado, B ;
Bahram, S ;
Campbell, RD ;
Forbes, SA ;
Guillaudeux, T ;
Hood, L ;
Horton, R ;
Janer, M ;
Jasoni, C ;
Madan, A ;
Milne, S ;
Neville, M ;
Oka, A ;
Qin, S ;
Ribas-Despuig, G ;
Rogers, J ;
Shiina, T ;
Spies, T ;
Tamiya, G ;
Tashiro, H ;
Trowsdale, J ;
Vu, Q ;
Williams, L ;
Yamazaki, M .
NATURE, 1999, 401 (6756) :921-923
[5]   Copy number variants and genetic traits: closer to the resolution of phenotypic to genotypic variability [J].
Beckmann, Jacques S. ;
Estivill, Xavier ;
Antonarakis, Stylianos E. .
NATURE REVIEWS GENETICS, 2007, 8 (08) :639-646
[6]   Tandem repeats finder: a program to analyze DNA sequences [J].
Benson, G .
NUCLEIC ACIDS RESEARCH, 1999, 27 (02) :573-580
[7]   Identification of Null Alleles and Deletions from SNP Genotypes for an Intercross Between Domestic and Wild Chickens [J].
Crooks, Lucy ;
Carlborg, Orjan ;
Marklund, Stefan ;
Johansson, Anna M. .
G3-GENES GENOMES GENETICS, 2013, 3 (08) :1253-1260
[8]   The variant call format and VCFtools [J].
Danecek, Petr ;
Auton, Adam ;
Abecasis, Goncalo ;
Albers, Cornelis A. ;
Banks, Eric ;
DePristo, Mark A. ;
Handsaker, Robert E. ;
Lunter, Gerton ;
Marth, Gabor T. ;
Sherry, Stephen T. ;
McVean, Gilean ;
Durbin, Richard .
BIOINFORMATICS, 2011, 27 (15) :2156-2158
[9]   A COMPARISON OF TESTS FOR HARDY-WEINBERG EQUILIBRIUM [J].
EMIGH, TH .
BIOMETRICS, 1980, 36 (04) :627-642
[10]   A second generation human haplotype map of over 3.1 million SNPs [J].
Frazer, Kelly A. ;
Ballinger, Dennis G. ;
Cox, David R. ;
Hinds, David A. ;
Stuve, Laura L. ;
Gibbs, Richard A. ;
Belmont, John W. ;
Boudreau, Andrew ;
Hardenbol, Paul ;
Leal, Suzanne M. ;
Pasternak, Shiran ;
Wheeler, David A. ;
Willis, Thomas D. ;
Yu, Fuli ;
Yang, Huanming ;
Zeng, Changqing ;
Gao, Yang ;
Hu, Haoran ;
Hu, Weitao ;
Li, Chaohua ;
Lin, Wei ;
Liu, Siqi ;
Pan, Hao ;
Tang, Xiaoli ;
Wang, Jian ;
Wang, Wei ;
Yu, Jun ;
Zhang, Bo ;
Zhang, Qingrun ;
Zhao, Hongbin ;
Zhao, Hui ;
Zhou, Jun ;
Gabriel, Stacey B. ;
Barry, Rachel ;
Blumenstiel, Brendan ;
Camargo, Amy ;
Defelice, Matthew ;
Faggart, Maura ;
Goyette, Mary ;
Gupta, Supriya ;
Moore, Jamie ;
Nguyen, Huy ;
Onofrio, Robert C. ;
Parkin, Melissa ;
Roy, Jessica ;
Stahl, Erich ;
Winchester, Ellen ;
Ziaugra, Liuda ;
Altshuler, David ;
Shen, Yan .
NATURE, 2007, 449 (7164) :851-U3