An integrated map of structural variation in 2,504 human genomes
Peter H. Sudmant,Tobias Rausch,Eugene J. Gardner,Robert E. Handsaker,Robert E. Handsaker,Alexej Abyzov,John Huddleston,Yan Zhang,Kai Ye,Goo Jun,Goo Jun,Markus His Yang Fritz,Miriam K. Konkel,Ankit Malhotra,Adrian M. Stütz,Xinghua Shi,Francesco Paolo Casale,Jieming Chen,Fereydoun Hormozdiari,Gargi Dayama,Ken Chen,Maika Malig,Mark Chaisson,Klaudia Walter,Sascha Meiers,Seva Kashin,Seva Kashin,Erik Garrison,Adam Auton,Hugo Y. K. Lam,Xinmeng Jasmine Mu,Xinmeng Jasmine Mu,Can Alkan,Danny Antaki,Taejeong Bae,Eliza Cerveira,Peter S. Chines,Zechen Chong,Laura Clarke,Elif Dal,Li Ding,S. Emery,Xian Fan,Madhusudan Gujral,Fatma Kahveci,Jeffrey M. Kidd,Yu Kong,Eric-Wubbo Lameijer,Shane A. McCarthy,Paul Flicek,Richard A. Gibbs,Gabor T. Marth,Christopher E. Mason,Androniki Menelaou,Androniki Menelaou,Donna M. Muzny,Bradley J. Nelson,Amina Noor,Nicholas F. Parrish,Matthew Pendleton,Andrew Quitadamo,Benjamin Raeder,Eric E. Schadt,Mallory Romanovitch,Andreas Schlattl,Robert Sebra,Andrey A. Shabalin,Andreas Untergasser,Jerilyn A. Walker,Min Wang,Fuli Yu,Chengsheng Zhang,Jing Zhang,Xiangqun Zheng-Bradley,Wanding Zhou,Thomas Zichner,Jonathan Sebat,Mark A. Batzer,Steven A. McCarroll,Steven A. McCarroll,Ryan E. Mills,Mark Gerstein,Ali Bashir,Oliver Stegle,Scott E. Devine,Charles Lee,Evan E. Eichler,Jan O. Korbel +87 more
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In this paper, the authors describe an integrated set of eight structural variant classes comprising both balanced and unbalanced variants, which are constructed using short-read DNA sequencing data and statistically phased onto haplotype blocks in 26 human populations.Abstract:
Structural variants are implicated in numerous diseases and make up the majority of varying nucleotides among human genomes. Here we describe an integrated set of eight structural variant classes comprising both balanced and unbalanced variants, which we constructed using short-read DNA sequencing data and statistically phased onto haplotype blocks in 26 human populations. Analysing this set, we identify numerous gene-intersecting structural variants exhibiting population stratification and describe naturally occurring homozygous gene knockouts that suggest the dispensability of a variety of human genes. We demonstrate that structural variants are enriched on haplotypes identified by genome-wide association studies and exhibit enrichment for expression quantitative trait loci. Additionally, we uncover appreciable levels of structural variant complexity at different scales, including genic loci subject to clusters of repeated rearrangement and complex structural variants with multiple breakpoints likely to have formed through individual mutational events. Our catalogue will enhance future studies into structural variant demography, functional impact and disease association.read more
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Journal ArticleDOI
Transposable element detection from whole genome sequence data.
TL;DR: It is demonstrated that the current state-of-the-art methods still do not produce highly concordant results and resources are provided to assist future development in transposable element detection methods.
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Differential methylation between ethnic sub-groups reflects the effect of genetic ancestry and environmental exposures.
Joshua Galanter,Christopher R. Gignoux,Sam S. Oh,Dara G. Torgerson,Maria Pino-Yanes,Neeta Thakur,Celeste Eng,Donglei Hu,Scott Huntsman,Harold J. Farber,Pedro C. Avila,Emerita Brigino-Buenaventura,Michael A. LeNoir,Kelly Meade,Denise Serebrisky,William Rodriguez-Cintron,Rajesh Kumar,Jose R. Rodriguez-Santana,Max A. Seibold,Luisa N. Borrell,Esteban G. Burchard,Noah Zaitlen +21 more
TL;DR: It is concluded that differential methylation between ethnic groups is partially explained by the shared genetic ancestry but that environmental factors not captured by ancestry significantly contribute to variation in methylation.
Journal ArticleDOI
Large-Scale Profiling Reveals the Influence of Genetic Variation on Gene Expression in Human Induced Pluripotent Stem Cells
Christopher DeBoever,He Li,David Jakubosky,Paola Benaglio,Joaquin Reyna,Katrina M. Olson,Hui Huang,William H. Biggs,Efren Sandoval,Matteo D’Antonio,Kristen Jepsen,Hiroko Matsui,Angelo Arias,Bing Ren,Naoki Nariai,Erin N. Smith,Agnieszka D'Antonio-Chronowska,Emma K. Farley,Kelly A. Frazer +18 more
TL;DR: This work used whole-genome sequencing and gene expression profiling of 215 human induced pluripotent stem cell lines from different donors to identify genetic variants associated with RNA expression for 5,746 genes and predicted causal variants for these expression quantitative trait loci (eQTLs) that disrupt transcription factor binding.
Journal ArticleDOI
Coregulation of tandem duplicate genes slows evolution of subfunctionalization in mammals
TL;DR: RNA-sequencing data from 46 human and 26 mouse tissues indicate that subfunctionalization of expression evolves slowly and is rare among duplicates that arose within the placental mammals, possibly because tandem duplicates are coregulated by shared genomic elements.
Journal ArticleDOI
Resistance to malaria through structural variation of red blood cell invasion receptors
Ellen M. Leffler,Ellen M. Leffler,Gavin Band,Gavin Band,George B.J. Busby,Katja Kivinen,Quang Si Le,Geraldine M. Clarke,Kalifa Bojang,David J. Conway,David J. Conway,Muminatou Jallow,Muminatou Jallow,Fatoumatta Sisay-Joof,Edith C. Bougouma,Valentina D. Mangano,David Modiano,Sodiomon B. Sirima,Eric A. Achidi,Tobias O. Apinjoh,Kevin Marsh,Carolyne M. Ndila,Norbert Peshu,Thomas N. Williams,Thomas N. Williams,Chris Drakeley,Alphaxard Manjurano,Alphaxard Manjurano,Hugh Reyburn,Eleanor M. Riley,David Kachala,Malcolm E. Molyneux,Malcolm E. Molyneux,Vysaul Nyirongo,Terrie Taylor,Nicole Thornton,Louise Tilley,Shane Grimsley,Eleanor Drury,Jim Stalker,Victoria Cornelius,Christina Hubbart,Anna E. Jeffreys,Kate Rowlands,Kirk A. Rockett,Kirk A. Rockett,Chris C. A. Spencer,Dominic P. Kwiatkowski,Dominic P. Kwiatkowski +48 more
TL;DR: A complex CNV called DUP4 is associated with resistance to severe malaria and fully explains the previously reported signal of association, and a systematic catalog of CNVs is provided, describing structural diversity that may have functional importance at this locus.
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An integrated encyclopedia of DNA elements in the human genome
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A global reference for human genetic variation.
Adam Auton,Gonçalo R. Abecasis,David Altshuler,Richard Durbin,David R. Bentley,Aravinda Chakravarti,Andrew G. Clark,Peter Donnelly,Evan E. Eichler,Paul Flicek,Stacey Gabriel,Richard A. Gibbs,Eric D. Green,Matthew E. Hurles,Bartha Maria Knoppers,Jan O. Korbel,Eric S. Lander,Charles Lee,Hans Lehrach,Elaine R. Mardis,Gabor T. Marth,Gil McVean,Deborah A. Nickerson,Jeanette Schmidt,Stephen T. Sherry,Jun Wang,Richard K. Wilson,Eric Boerwinkle,Harsha Doddapaneni,Yi Han,Viktoriya Korchina,Christie Kovar,Sandra L. Lee,Donna M. Muzny,Jeffrey G. Reid,Yiming Zhu,Yuqi Chang,Qiang Feng,Qiang Feng,Xiaodong Fang,Xiaodong Fang,Xiaosen Guo,Xiaosen Guo,Min Jian,Min Jian,Hui Jiang,Hui Jiang,Xin Jin,Tianming Lan,Guoqing Li,Jingxiang Li,Yingrui Li,Shengmao Liu,Xiao Liu,Xiao Liu,Yao Lu,Xuedi Ma,Meifang Tang,Bo Wang,Guangbiao Wang,Honglong Wu,Renhua Wu,Xun Xu,Ye Yin,Dandan Zhang,Wenwei Zhang,Jiao Zhao,Meiru Zhao,Xiaole Zheng,Namrata Gupta,Neda Gharani,Lorraine Toji,Norman P. Gerry,Alissa M. Resch,Jonathan Barker,Laura Clarke,Laurent Gil,Sarah E. Hunt,Gavin Kelman,Eugene Kulesha,Rasko Leinonen,William M. McLaren,Rajesh Radhakrishnan,Asier Roa,Dmitriy Smirnov,Richard Smith,Ian Streeter,Anja Thormann,Iliana Toneva,Brendan Vaughan,Xiangqun Zheng-Bradley,Russell J. Grocock,Sean Humphray,Terena James,Zoya Kingsbury,Ralf Sudbrak,M. Albrecht,Vyacheslav Amstislavskiy,Tatiana A. Borodina,Matthias Lienhard,Florian Mertes,Marc Sultan,Bernd Timmermann,Marie-Laure Yaspo,Lucinda Fulton,Victor Ananiev,Zinaida Belaia,Dimitriy Beloslyudtsev,Nathan Bouk,Chao Chen,Deanna M. Church,Robert M. Cohen,Charles Cook,John Garner,Timothy Hefferon,Mikhail Kimelman,Chunlei Liu,John Lopez,Peter Meric,Chris O’Sullivan,Yuri Ostapchuk,Lon Phan,Sergiy Ponomarov,Valerie A. Schneider,Eugene Shekhtman,Karl Sirotkin,Douglas J. Slotta,Hua Zhang,Senduran Balasubramaniam,John Burton,Petr Danecek,Thomas M. Keane,Anja Kolb-Kokocinski,Shane A. McCarthy,James Stalker,Michael A. Quail,Christopher Davies,Jeremy Gollub,Teresa Webster,Brant Wong,Yiping Zhan,Christopher L. Campbell,Yu Kong,Anthony Marcketta,Fuli Yu,Lilian Antunes,Matthew N. Bainbridge,Aniko Sabo,Zhuoyi Huang,Lachlan J. M. Coin,Lin Fang,Lin Fang,Qibin Li,Zhenyu Li,Haoxiang Lin,Binghang Liu,Ruibang Luo,Haojing Shao,Haojing Shao,Yinlong Xie,Chen Ye,Chang Yu,Fan Zhang,Hancheng Zheng,Zhu Hongmei,Can Alkan,Elif Dal,Fatma Kahveci,Erik Garrison,Deniz Kural,Wan-Ping Lee,Wen Fung Leong,Michael Strömberg,Alistair Ward,Jiantao Wu,Mengyao Zhang,Mark J. Daly,Mark A. DePristo,Robert E. Handsaker,Robert E. Handsaker,Eric Banks,Gaurav Bhatia,Guillermo del Angel,Giulio Genovese,Heng Li,Seva Kashin,Seva Kashin,Steven A. McCarroll,Steven A. McCarroll,James Nemesh,Ryan Poplin,Seungtai Yoon,Jayon Lihm,Vladimir Makarov,Srikanth Gottipati,Alon Keinan,Juan L. Rodriguez-Flores,Tobias Rausch,Markus Hsi-Yang Fritz,Adrian M. Stütz,Kathryn Beal,Avik Datta,Javier Herrero,Graham R. S. Ritchie,Daniel R. Zerbino,Pardis C. 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Welch,Mary Kate Wing,Xiaowei Zhan,Philip Awadalla,Philip Awadalla,Alan Hodgkinson,Yun Li,Xinghua Shi,Andrew Quitadamo,Gerton Lunter,Jonathan Marchini,Simon Myers,Claire Churchhouse,Olivier Delaneau,Olivier Delaneau,Anjali Gupta-Hinch,Warren W. Kretzschmar,Zamin Iqbal,Iain Mathieson,Androniki Menelaou,Androniki Menelaou,Andy Rimmer,Dionysia Kiara Xifara,Taras K. Oleksyk,Yunxin Fu,Xiaoming Liu,Momiao Xiong,Lynn B. Jorde,David J. Witherspoon,Jinchuan Xing,Brian L. Browning,Sharon R. Browning,Fereydoun Hormozdiari,Peter H. Sudmant,Ekta Khurana,Chris Tyler-Smith,Cornelis A. Albers,Qasim Ayub,Yuan Chen,Vincenza Colonna,Vincenza Colonna,Luke Jostins,Klaudia Walter,Yali Xue,Mark Gerstein,Alexej Abyzov,Suganthi Balasubramanian,Jieming Chen,Declan Clarke,Yao Fu,Arif Harmanci,Mike Jin,Dong-Hoon Lee,Jeremy Liu,Xinmeng Jasmine Mu,Xinmeng Jasmine Mu,Jing Zhang,Yan Zhang,Christopher Hartl,Khalid Shakir,Jeremiah D. 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Grant,Carla Gallo,Giovanni Poletti,Danish Saleheen,Asif Rasheed,Lisa D. Brooks,Adam Felsenfeld,Jean E. McEwen,Yekaterina Vaydylevich,Audrey Duncanson,Michael Dunn,Jeffery A. Schloss +517 more
TL;DR: The 1000 Genomes Project set out to provide a comprehensive description of common human genetic variation by applying whole-genome sequencing to a diverse set of individuals from multiple populations, and has reconstructed the genomes of 2,504 individuals from 26 populations using a combination of low-coverage whole-generation sequencing, deep exome sequencing, and dense microarray genotyping.
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An integrated encyclopedia of DNA elements in the human genome.
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Journal ArticleDOI
An integrated map of genetic variation from 1,092 human genomes
Gonçalo R. Abecasis,Adam Auton,Lisa D. Brooks,Mark A. DePristo,Richard Durbin,Robert E. Handsaker,Robert E. Handsaker,Hyun Min Kang,Gabor T. Marth,Gil McVean +9 more
TL;DR: It is shown that evolutionary conservation and coding consequence are key determinants of the strength of purifying selection, that rare-variant load varies substantially across biological pathways, and that each individual contains hundreds of rare non-coding variants at conserved sites, such as motif-disrupting changes in transcription-factor-binding sites.
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