Publications

Sequencing of 53,831 diverse genomes from the NHLBI TOPMed Program

The Trans-Omics for Precision Medicine (TOPMed) programme seeks to elucidate the genetic architecture and biology of heart, lung, blood and sleep disorders, with the ultimate goal of improving diagnosis, treatment and prevention of these diseases. The initial phases of the programme focused on whole-genome sequencing of individuals with rich phenotypic data and diverse backgrounds. Here we describe the TOPMed goals and design as well as the available resources and early insights obtained from the sequence data. The resources include a variant browser, a genotype imputation server, and genomic and phenotypic data that are available through dbGaP (Database of Genotypes and Phenotypes)1. In the first 53,831 TOPMed samples, we detected more than 400 million single-nucleotide and insertion or deletion variants after alignment with the reference genome. Additional previously undescribed variants were detected through assembly of unmapped reads and customized analysis in highly variable loci. Among the more than 400 million detected variants, 97% have frequencies of less than 1% and 46% are singletons that are present in only one individual (53% among unrelated individuals). These rare variants provide insights into mutational processes and recent human evolutionary history. The extensive catalogue of genetic variation in TOPMed studies provides unique opportunities for exploring the contributions of rare and noncoding sequence variants to phenotypic variation. Furthermore, combining TOPMed haplotypes with modern imputation methods improves the power and reach of genome-wide association studies to include variants down to a frequency of approximately 0.01%.

 

Nature . 2021 Feb;590(7845):290-299. doi: 10.1038/s41586-021-03205-y. Epub 2021 Feb 10.

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Daniel Taliun # 1 2Daniel N Harris # 3 4 5Michael D Kessler # 3 4 5Jedidiah Carlson # 6 7Zachary A Szpiech # 8 9Raul Torres # 10Sarah A Gagliano Taliun # 1 2André Corvelo # 11Stephanie M Gogarten 12Hyun Min Kang 1 2Achilleas N Pitsillides 13Jonathon LeFaive 1 2Seung-Been Lee 7Xiaowen Tian 12Brian L Browning 14Sayantan Das 1 2Anne-Katrin Emde 11Wayne E Clarke 11Douglas P Loesch 3 4 5Amol C Shetty 3 4 5Thomas W Blackwell 1 2Albert V Smith 1 2Quenna Wong 12Xiaoming Liu 15Matthew P Conomos 12Dean M Bobo 16François Aguet 17Christine Albert 18Alvaro Alonso 19Kristin G Ardlie 17Dan E Arking 20Stella Aslibekyan 21Paul L Auer 22John Barnard 23R Graham Barr 24 25Lucas Barwick 26Lewis C Becker 27Rebecca L Beer 28Emelia J Benjamin 29 30 31Lawrence F Bielak 32John Blangero 33 34Michael Boehnke 1 2Donald W Bowden 35Jennifer A Brody 36 37Esteban G Burchard 38 39Brian E Cade 40 41James F Casella 42 43Brandon Chalazan 44Daniel I Chasman 45 46Yii-Der Ida Chen 47Michael H Cho 48Seung Hoan Choi 17Mina K Chung 49 50 51Clary B Clish 52Adolfo Correa 53 54 55Joanne E Curran 33 34Brian Custer 56 57Dawood Darbar 58Michelle Daya 59Mariza de Andrade 60Dawn L DeMeo 48Susan K Dutcher 61 62Patrick T Ellinor 63Leslie S Emery 12Celeste Eng 39Diane Fatkin 64 65 66Tasha Fingerlin 67Lukas Forer 68Myriam Fornage 69Nora Franceschini 70Christian Fuchsberger 1 2 68 71Stephanie M Fullerton 72Soren Germer 11Mark T Gladwin 73 74 75Daniel J Gottlieb 76 77Xiuqing Guo 47Michael E Hall 53Jiang He 78 79Nancy L Heard-Costa 31 80Susan R Heckbert 37 81Marguerite R Irvin 82Jill M Johnsen 36 83Andrew D Johnson 31 84Robert Kaplan 85Sharon L R Kardia 32Tanika Kelly 78Shannon Kelly 86 87 88Eimear E Kenny 16Douglas P Kiel 17 40 89 90Robert Klemmer 1 2Barbara A Konkle 36 83Charles Kooperberg 91Anna Köttgen 92 93Leslie A Lange 94Jessica Lasky-Su 40 41 48 95Daniel Levy 29 31 84Xihong Lin 96Keng-Han Lin 1 2Chunyu Liu 13Ruth J F Loos 97 98Lori Garman 99Robert Gerszten 100Steven A Lubitz 18Kathryn L Lunetta 13Angel C Y Mak 39Ani Manichaikul 101 102Alisa K Manning 40 103 104Rasika A Mathias 105David D McManus 106Stephen T McGarvey 107 108 109James B Meigs 110Deborah A Meyers 111Julie L Mikulla 28Mollie A Minear 28Braxton D Mitchell 4 5 112Sanghamitra Mohanty 113 114May E Montasser 4 5Courtney Montgomery 99Alanna C Morrison 115Joanne M Murabito 29Andrea Natale 113Pradeep Natarajan 40 63 116 117Sarah C Nelson 12Kari E North 70Jeffrey R O’Connell 4 5Nicholette D Palmer 35Nathan Pankratz 118Gina M Peloso 13Patricia A Peyser 32Jacob Pleiness 1 2Wendy S Post 119Bruce M Psaty 36 37 81 120 121D C Rao 122Susan Redline 40 41Alexander P Reiner 81 91Dan Roden 123Jerome I Rotter 47Ingo Ruczinski 124Chloé Sarnowski 13Sebastian Schoenherr 68David A Schwartz 125Jeong-Sun Seo 126 127 128Sudha Seshadri 31 129Vivien A Sheehan 130 131Wayne H Sheu 132M Benjamin Shoemaker 123Nicholas L Smith 81 121 133Jennifer A Smith 32 134Nona Sotoodehnia 37Adrienne M Stilp 12Weihong Tang 135Kent D Taylor 47Marilyn Telen 136Timothy A Thornton 12Russell P Tracy 137David J Van Den Berg 138Ramachandran S Vasan 29 31Karine A Viaud-Martinez 139Scott Vrieze 140Daniel E Weeks 141 142Bruce S Weir 12Scott T Weiss 40 41 48 95Lu-Chen Weng 18Cristen J Willer 6 143 144Yingze Zhang 73 74 75Xutong Zhao 1 2Donna K Arnett 145Allison E Ashley-Koch 146Kathleen C Barnes 59Eric Boerwinkle 147 148Stacey Gabriel 17Richard Gibbs 148Kenneth M Rice 12Stephen S Rich 101 102Edwin K Silverman 48Pankaj Qasba 28Weiniu Gan 28NHLBI Trans-Omics for Precision Medicine (TOPMed) ConsortiumGeorge J Papanicolaou 28Deborah A Nickerson 7 149 150Sharon R Browning 12Michael C Zody 11Sebastian Zöllner 1 2 151James G Wilson 152L Adrienne Cupples 153 154Cathy C Laurie 155Cashell E Jaquish 156Ryan D Hernandez 157 158 159 160 161Timothy D O’Connor 162 163 164Gonçalo R Abecasis 165

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