A cost-effective sequencing method for genetic studies combining high-depth whole exome and low-depth whole genome

被引:6
作者
Bherer, Claude [1 ,2 ,3 ]
Eveleigh, Robert [2 ,4 ]
Trajanoska, Katerina [1 ,2 ,3 ]
St-Cyr, Janick [2 ]
Paccard, Antoine [2 ]
Ravindran, Praveen Nadukkalam [2 ,3 ]
Caron, Elizabeth [2 ]
Asbah, Nimara Bader [1 ,2 ]
McClelland, Peyton [1 ,2 ,3 ]
Wei, Clare [2 ,3 ]
Baumgartner, Iris [5 ,6 ]
Schindewolf, Marc [5 ,6 ]
Doering, Yvonne [5 ,6 ,7 ]
Perley, Danielle [2 ,4 ]
Lefebvre, Francois [2 ,4 ]
Lepage, Pierre [2 ]
Bourgey, Mathieu [8 ]
Bourque, Guillaume [1 ,2 ,4 ]
Ragoussis, Jiannis [1 ,2 ]
Mooser, Vincent [1 ,2 ,3 ]
Taliun, Daniel [1 ,2 ,3 ]
机构
[1] McGill Univ, Fac Med & Hlth Sci, Dept Human Genet, Montreal, PQ, Canada
[2] McGill Univ, Victor Phillip Dahdaleh Inst Genom Med, Montreal, PQ, Canada
[3] McGill Univ, Canada Excellence Res Chair Genom Med, Montreal, PQ, Canada
[4] McGill Univ, Canadian Ctr Computat Genom, Montreal, PQ, Canada
[5] Bern Univ Hosp, Univ Bern, Div Angiol Swiss Cardiovasc Ctr, Div Angiol,Swiss Cardiovasc Ctr, Bern, Switzerland
[6] Univ Bern, Dept Biomed Res DBMR, Bern, Switzerland
[7] Ludwig Maximilians Univ Munchen, Inst Cardiovasc Prevent IPEK, Pettenkoferstr 9, D-80336 Munich, Germany
[8] Mila Quebec AI Inst, Montreal, PQ, Canada
关键词
GENOTYPE IMPUTATION; RARE;
D O I
10.1038/s41525-024-00390-3
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Whole genome sequencing (WGS) at high-depth (30X) allows the accurate discovery of variants in the coding and non-coding DNA regions and helps elucidate the genetic underpinnings of human health and diseases. Yet, due to the prohibitive cost of high-depth WGS, most large-scale genetic association studies use genotyping arrays or high-depth whole exome sequencing (WES). Here we propose a cost-effective method which we call "Whole Exome Genome Sequencing" (WEGS), that combines low-depth WGS and high-depth WES with up to 8 samples pooled and sequenced simultaneously (multiplexed). We experimentally assess the performance of WEGS with four different depth of coverage and sample multiplexing configurations. We show that the optimal WEGS configurations are 1.7-2.0 times cheaper than standard WES (no-plexing), 1.8-2.1 times cheaper than high-depth WGS, reach similar recall and precision rates in detecting coding variants as WES, and capture more population-specific variants in the rest of the genome that are difficult to recover when using genotype imputation methods. We apply WEGS to 862 patients with peripheral artery disease and show that it directly assesses more known disease-associated variants than a typical genotyping array and thousands of non-imputable variants per disease-associated locus.
引用
收藏
页数:12
相关论文
共 51 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]   Exome sequencing and analysis of 454,787 UK Biobank participants [J].
Backman, Joshua D. ;
Li, Alexander H. ;
Marcketta, Anthony ;
Sun, Dylan ;
Mbatchou, Joelle ;
Kessler, Michael D. ;
Benner, Christian ;
Liu, Daren ;
Locke, Adam E. ;
Balasubramanian, Suganthi ;
Yadav, Ashish ;
Banerjee, Nilanjana ;
Gillies, Christopher E. ;
Damask, Amy ;
Liu, Simon ;
Bai, Xiaodong ;
Hawes, Alicia ;
Maxwell, Evan ;
Gurski, Lauren ;
Watanabe, Kyoko ;
Kosmicki, Jack A. ;
Rajagopal, Veera ;
Mighty, Jason ;
Jones, Marcus ;
Mitnaul, Lyndon ;
Stahl, Eli ;
Coppola, Giovanni ;
Jorgenson, Eric ;
Habegger, Lukas ;
Salerno, William J. ;
Shuldiner, Alan R. ;
Lotta, Luca A. ;
Overton, John D. ;
Cantor, Michael N. ;
Reid, Jeffrey G. ;
Yancopoulos, George ;
Kang, Hyun M. ;
Marchini, Jonathan ;
Baras, Aris ;
Abecasis, Goncalo R. ;
Ferreira, Manuel A. R. .
NATURE, 2021, 599 (7886) :628-+
[3]   A public resource facilitating clinical use of genomes [J].
Ball, Madeleine P. ;
Thakuria, Joseph V. ;
Zaranek, Alexander Wait ;
Clegg, Tom ;
Rosenbaum, Abraham M. ;
Wu, Xiaodi ;
Angrist, Misha ;
Bhak, Jong ;
Bobe, Jason ;
Callow, Matthew J. ;
Cano, Carlos ;
Chou, Michael F. ;
Chung, Wendy K. ;
Douglas, Shawn M. ;
Estep, Preston W. ;
Gore, Athurva ;
Hulick, Peter ;
Labarga, Alberto ;
Lee, Je-Hyuk ;
Lunshof, Jeantine E. ;
Kim, Byung Chul ;
Kim, Jong-Il ;
Li, Zhe ;
Murray, Michael F. ;
Nilsen, Geoffrey B. ;
Peters, Brock A. ;
Raman, Anugraha M. ;
Rienhoff, Hugh Y. ;
Robasky, Kimberly ;
Wheeler, Matthew T. ;
Vandewege, Ward ;
Vorhaus, Daniel B. ;
Yang, Joyce L. ;
Yang, Luhan ;
Aach, John ;
Ashley, Euan A. ;
Drmanac, Radoje ;
Kim, Seong-Jin ;
Li, Jin Billy ;
Peshkin, Leonid ;
Seidman, Christine E. ;
Seo, Jeong-Sun ;
Zhang, Kun ;
Rehm, Heidi L. ;
Church, George M. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2012, 109 (30) :11920-11927
[4]   Opinion - The Human Genome Diversity Project: past, present and future [J].
Cavalli-Sforza, LL .
NATURE REVIEWS GENETICS, 2005, 6 (04) :333-340
[5]   A combined reference panel from the 1000 Genomes and UK10K projects improved rare variant imputation in European and Chinese samples [J].
Chou, Wen-Chi ;
Zheng, Hou-Feng ;
Cheng, Chia-Ho ;
Yan, Han ;
Wang, Li ;
Han, Fang ;
Richards, J. Brent ;
Karasik, David ;
Kiel, Douglas P. ;
Hsu, Yi-Hsiang .
SCIENTIFIC REPORTS, 2016, 6
[6]   Combined Effect of a Polygenic Risk Score and Rare Genetic Variants on Prostate Cancer Risk [J].
Darst, Burcu F. ;
Sheng, Xin ;
Eeles, Rosalind A. ;
Kote-Jarai, Zsofia ;
Conti, David V. ;
Haiman, Christopher A. .
EUROPEAN UROLOGY, 2021, 80 (02) :134-138
[7]   Next-generation genotype imputation service and methods [J].
Das, Sayantan ;
Forer, Lukas ;
Schoenherr, Sebastian ;
Sidore, Carlo ;
Locke, Adam E. ;
Kwong, Alan ;
Vrieze, Scott I. ;
Chew, Emily Y. ;
Levy, Shawn ;
McGue, Matt ;
Schlessinger, David ;
Stambolian, Dwight ;
Loh, Po-Ru ;
Iacono, William G. ;
Swaroop, Anand ;
Scott, Laura J. ;
Cucca, Francesco ;
Kronenberg, Florian ;
Boehnke, Michael ;
Abecasis, Goncalo R. ;
Fuchsberger, Christian .
NATURE GENETICS, 2016, 48 (10) :1284-1287
[8]   GATK hard filtering: tunable parameters to improve variant calling for next generation sequencing targeted gene panel data [J].
De Summa, Simona ;
Malerba, Giovanni ;
Pinto, Rosamaria ;
Mori, Antonio ;
Mijatovic, Vladan ;
Tommasi, Stefania .
BMC BIOINFORMATICS, 2017, 18
[9]   Accurate, scalable and integrative haplotype estimation [J].
Delaneau, Olivier ;
Zagury, Jean-Francois ;
Robinson, Matthew R. ;
Marchini, Jonathan L. ;
Dermitzakis, Emmanouil T. .
NATURE COMMUNICATIONS, 2019, 10 (1)
[10]   A framework for variation discovery and genotyping using next-generation DNA sequencing data [J].
DePristo, Mark A. ;
Banks, Eric ;
Poplin, Ryan ;
Garimella, Kiran V. ;
Maguire, Jared R. ;
Hartl, Christopher ;
Philippakis, Anthony A. ;
del Angel, Guillermo ;
Rivas, Manuel A. ;
Hanna, Matt ;
McKenna, Aaron ;
Fennell, Tim J. ;
Kernytsky, Andrew M. ;
Sivachenko, Andrey Y. ;
Cibulskis, Kristian ;
Gabriel, Stacey B. ;
Altshuler, David ;
Daly, Mark J. .
NATURE GENETICS, 2011, 43 (05) :491-+