Large eQTL meta-analysis reveals differing patterns between cerebral cortical and cerebellar brain regions.
Solveig K. Sieberts,Thanneer M. Perumal,Minerva M. Carrasquillo,Mariet Allen,Joseph S. Reddy,Gabriel E. Hoffman,Kristen K. Dang,John N. Calley,Phillip J. Ebert,James A. Eddy,Xue Wang,Anna K. Greenwood,Sara Mostafavi,Sara Mostafavi,S Akbarian,J Bendl,M S Breen,K Brennand,L Brown,A Browne,J D Buxbaum,A Charney,Andrew Chess,Couto L,Gregory E. Crawford,Devillers O,Bernie Devlin,Amanda Dobbyn,E Domenici,M Filosi,E Flatow,Nancy Francoeur,John F. Fullard,S E Gil,Kiran Girdhar,A Gulyás-Kovács,R.E. Gur,C G Hahn,Vahram Haroutunian,Mads E. Hauberg,Laura M. Huckins,Rivka Jacobov,Y Jiang,Jessica S. Johnson,Bibi Kassim,Y Kim,Lambertus Klei,Robin Kramer,Mario Lauria,Thomas Lehner,David A. Lewis,Barbara K. Lipska,Kelsey S. Montgomery,R Park,C Rosenbluh,Panagiotis Roussos,Douglas M. Ruderfer,G Senthil,Hardik Shah,Laura G. Sloofman,L Song,E Stahl,P.F. Sullivan,R Visintainer,J Wang,Y C Wang,Jennifer Wiseman,E Xia,W Zhang,Elizabeth Zharovsky,L Addis,S N Addo,David C. Airey,Matthias Arnold,David A. Bennett,Y Bi,K Biber,Colette Blach,E Bradhsaw,Paul Brennan,R Canet-Aviles,S Cao,A Cavalla,Yooree Chae,W W Chen,J Cheng,David A. Collier,J L Dage,Eric B. Dammer,J W Davis,John B. Davis,Derek Drake,D Duong,Brian J. Eastwood,Michelle E. Ehrlich,B Ellingson,B W Engelmann,S Esmaeelinieh,Daniel Felsky,Cory C. Funk,Chris Gaiteri +100 more
Reads0
Chats0
TLDR
A colocalization analysis is applied to identify genes underlying the GWAS association peaks for schizophrenia and identify a potentially novel gene colocalized with lncRNA RP11-677M14.Abstract:
The availability of high-quality RNA-sequencing and genotyping data of post-mortem brain collections from consortia such as CommonMind Consortium (CMC) and the Accelerating Medicines Partnership for Alzheimer’s Disease (AMP-AD) Consortium enable the generation of a large-scale brain cis-eQTL meta-analysis. Here we generate cerebral cortical eQTL from 1433 samples available from four cohorts (identifying >4.1 million significant eQTL for >18,000 genes), as well as cerebellar eQTL from 261 samples (identifying 874,836 significant eQTL for >10,000 genes). We find substantially improved power in the meta-analysis over individual cohort analyses, particularly in comparison to the Genotype-Tissue Expression (GTEx) Project eQTL. Additionally, we observed differences in eQTL patterns between cerebral and cerebellar brain regions. We provide these brain eQTL as a resource for use by the research community. As a proof of principle for their utility, we apply a colocalization analysis to identify genes underlying the GWAS association peaks for schizophrenia and identify a potentially novel gene colocalization with lncRNA RP11-677M14.2 (posterior probability of colocalization 0.975).read more
Citations
More filters
Journal ArticleDOI
Selecting critical features for data classification based on machine learning methods
TL;DR: This paper adopts Random Forest to select the important feature in classification and compares the result of the dataset with and without essential features selection by RF methods varImp(), Boruta, and Recursive Feature Elimination to get the best percentage accuracy and kappa.
Journal ArticleDOI
FungalTraits: a user-friendly traits database of fungi and fungus-like stramenopiles
Sergei Põlme,Sergei Põlme,Kessy Abarenkov,R. Henrik Nilsson,Björn D. Lindahl,Karina E. Clemmensen,Håvard Kauserud,Nhu H. Nguyen,Rasmus Kjøller,Scott T. Bates,Petr Baldrian,Tobias Guldberg Frøslev,Kristjan Adojaan,Alfredo Vizzini,Ave Suija,Donald H. Pfister,Hans Otto Baral,Helle Järv,Hugo Madrid,Hugo Madrid,Jenni Nordén,Jian-Kui Liu,Julia Pawłowska,Kadri Põldmaa,Kadri Pärtel,Kadri Runnel,Karen Hansen,Karl-Henrik Larsson,Kevin D. Hyde,Marcelo Sandoval-Denis,Matthew E. Smith,Merje Toome-Heller,Nalin N. Wijayawardene,Nelson Menolli,Nicole K. Reynolds,Rein Drenkhan,Sajeewa S. N. Maharachchikumbura,Tatiana Baptista Gibertoni,Thomas Læssøe,William J. Davis,Yuri Tokarev,Adriana Corrales,Adriene Mayra Soares,Ahto Agan,A. R. Machado,Andrés Argüelles-Moyao,Andrew P. Detheridge,Angelina de Meiras-Ottoni,Annemieke Verbeken,Arun Kumar Dutta,Bao-Kai Cui,C. K. Pradeep,César Marín,Daniel E. Stanton,Daniyal Gohar,Dhanushka N. Wanasinghe,Eveli Otsing,Farzad Aslani,Gareth W. Griffith,Thorsten Lumbsch,Hans-Peter Grossart,Hans-Peter Grossart,Hossein Masigol,Ina Timling,Inga Hiiesalu,Jane Oja,John Y. Kupagme,József Geml,Julieta Alvarez-Manjarrez,Kai Ilves,Kaire Loit,Kalev Adamson,Kazuhide Nara,Kati Küngas,Keilor Rojas-Jimenez,Krišs Bitenieks,Laszlo Irinyi,Laszlo Irinyi,Laszlo Nagy,Liina Soonvald,Li-Wei Zhou,Lysett Wagner,M. Catherine Aime,Maarja Öpik,María Isabel Mujica,Martin Metsoja,Martin Ryberg,Martti Vasar,Masao Murata,Matthew P. Nelsen,Michelle Cleary,Milan C. Samarakoon,Mingkwan Doilom,Mohammad Bahram,Mohammad Bahram,Niloufar Hagh-Doust,Olesya Dulya,Peter R. Johnston,Petr Kohout,Qian Chen,Qing Tian,Rajasree Nandi,Rasekh Amiri,Rekhani H. Perera,Renata dos Santos Chikowski,Renato Lucio Mendes-Alvarenga,Roberto Garibay-Orijel,Robin Gielen,Rungtiwa Phookamsak,Ruvishika S. Jayawardena,Saleh Rahimlou,Samantha C. Karunarathna,Saowaluck Tibpromma,Shawn P. Brown,Siim-Kaarel Sepp,Sunil Mundra,Sunil Mundra,Zhu Hua Luo,Tanay Bose,Tanel Vahter,Tarquin Netherway,Teng Yang,Tom W. May,Torda Varga,Wei Li,Victor R. M. Coimbra,Virton Rodrigo Targino de Oliveira,Vitor Xavier de Lima,Vladimir S. Mikryukov,Yong-Zhong Lu,Yosuke Matsuda,Yumiko Miyamoto,Urmas Kõljalg,Urmas Kõljalg,Leho Tedersoo,Leho Tedersoo +135 more
TL;DR: Fungal traits and character database FungalTraits operating at genus and species hypothesis levels is presented in this article, which includes 17 lifestyle related traits of fungal and Stramenopila genera.
Journal ArticleDOI
Genome-wide meta-analysis, fine-mapping and integrative prioritization implicate new Alzheimer’s disease risk genes
Jeremy Schwartzentruber,Jeremy Schwartzentruber,Sarah Cooper,Jimmy Z. Liu,Inigo Barrio-Hernandez,Erica Bello,Natsuhiko Kumasaka,Adam Young,Robin J.M. Franklin,Toby Johnson,K. Estrada,Daniel J. Gaffney,Pedro Beltrao,Andrew R. Bassett +13 more
TL;DR: In this paper, the authors performed an updated genome-wide AD meta-analysis, which identified 37 risk loci, including new associations near CCDC6, TSPAN14, NCK2 and SPRED2.
Journal ArticleDOI
A meta-analysis of global cropland soil carbon changes due to cover cropping
TL;DR: In this article, the authors performed a comprehensive assessment of interactions between cover crops, environmental and management factors, and changes in soil organic carbon (SOC) and showed that including cover crops into agricultural rotations significantly increased SOC, with an overall mean change of 15.5%.
Journal ArticleDOI
Changes of nitrogen deposition in China from 1980 to 2018.
Zhang Wen,Wen Xu,Qi Li,Mengjuan Han,Aohan Tang,Ying Zhang,Xiaosheng Luo,Jianlin Shen,Wei Wang,Kaihui Li,Yuepeng Pan,Lin Zhang,Wenqing Li,J. L. Collett,Buqing Zhong,Xuemei Wang,Keith Goulding,Fusuo Zhang,Xuejun Liu +18 more
TL;DR: Current emission controls are reducing Nr emissions and deposition but further mitigation measures are needed, especially of NH3, built on broader regional emission control strategies.
References
More filters
Journal ArticleDOI
STAR: ultrafast universal RNA-seq aligner
Alexander Dobin,Carrie A. Davis,Felix Schlesinger,Jorg Drenkow,Chris Zaleski,Sonali Jha,Philippe Batut,Mark Chaisson,Thomas R. Gingeras +8 more
TL;DR: The Spliced Transcripts Alignment to a Reference (STAR) software based on a previously undescribed RNA-seq alignment algorithm that uses sequential maximum mappable seed search in uncompressed suffix arrays followed by seed clustering and stitching procedure outperforms other aligners by a factor of >50 in mapping speed.
Journal ArticleDOI
limma powers differential expression analyses for RNA-sequencing and microarray studies
Matthew E. Ritchie,Belinda Phipson,Di Wu,Yifang Hu,Charity W. Law,Wei Shi,Gordon K. Smyth,Gordon K. Smyth +7 more
TL;DR: The philosophy and design of the limma package is reviewed, summarizing both new and historical features, with an emphasis on recent enhancements and features that have not been previously described.
Journal ArticleDOI
featureCounts: an efficient general-purpose program for assigning sequence reads to genomic features
TL;DR: FeatureCounts as discussed by the authors is a read summarization program suitable for counting reads generated from either RNA or genomic DNA sequencing experiments, which implements highly efficient chromosome hashing and feature blocking techniques.
Journal ArticleDOI
Neuropathological stageing of Alzheimer-related changes.
Heiko Braak,Eva Braak +1 more
TL;DR: The investigation showed that recognition of the six stages required qualitative evaluation of only a few key preparations, permitting the differentiation of six stages.
Journal ArticleDOI
LIII. On lines and planes of closest fit to systems of points in space
TL;DR: This paper is concerned with the construction of planes of closest fit to systems of points in space and the relationships between these planes and the planes themselves.
Related Papers (5)
Genome-wide meta-analysis identifies new loci and functional pathways influencing Alzheimer's disease risk.
Iris E. Jansen,Jeanne E. Savage,Kyoko Watanabe,Julien Bryois,Dylan M. Williams,Stacy Steinberg,Julia Sealock,Ida K. Karlsson,Ida K. Karlsson,Sara Hägg,Lavinia Athanasiu,Lavinia Athanasiu,Nicola Voyle,Petroula Proitsi,Aree Witoelar,Sven Stringer,Dag Aarsland,Dag Aarsland,Ina S. Almdahl,Ina S. Almdahl,Ina S. Almdahl,Fred Andersen,Sverre Bergh,Francesco Bettella,Sigurbjorn Bjornsson,Anne Brækhus,Geir Bråthen,Christiaan de Leeuw,Rahul S. Desikan,Srdjan Djurovic,Srdjan Djurovic,Logan Dumitrescu,Tormod Fladby,Tormod Fladby,Timothy J. Hohman,Palmi V. Jonsson,Steven J. Kiddle,Arvid Rongve,Ingvild Saltvedt,Sigrid Botne Sando,Geir Selbæk,Maryam Shoai,Nathan G. Skene,Nathan G. Skene,Jon Snaedal,Eystein Stordal,Eystein Stordal,Ingun Ulstein,Yunpeng Wang,Linda R. White,John Hardy,Jens Hjerling-Leffler,Patrick F. Sullivan,Patrick F. Sullivan,Wiesje M. van der Flier,Richard Dobson,Lea K. Davis,Hreinn Stefansson,Kari Stefansson,Nancy L. Pedersen,Stephan Ripke,Stephan Ripke,Stephan Ripke,Ole A. Andreassen,Danielle Posthuma,Danielle Posthuma +65 more
Meta-analysis of 74,046 individuals identifies 11 new susceptibility loci for Alzheimer's disease
Jean-Charles Lambert,Jean-Charles Lambert,Jean-Charles Lambert,Carla A. Ibrahim-Verbaas,Denise Harold,Adam C. Naj,Rebecca Sims,Céline Bellenguez,Céline Bellenguez,Céline Bellenguez,Gyungah Jun,Anita L. DeStefano,Joshua C. Bis,Gary W. Beecham,Benjamin Grenier-Boley,Benjamin Grenier-Boley,Benjamin Grenier-Boley,Giancarlo Russo,Tricia A. Thornton-Wells,Nicola Jones,Albert V. Smith,Vincent Chouraki,Vincent Chouraki,Vincent Chouraki,Charlene Thomas,M. Arfan Ikram,Diana Zelenika,Badri N. Vardarajan,Yoichiro Kamatani,Chiao-Feng Lin,Amy Gerrish,Helena Schmidt,Brian W. Kunkle,Melanie L. Dunstan,Agustín Ruiz,Marie-Thérèse Bihoreau,Seung Hoan Choi,Christiane Reitz,Florence Pasquier,Paul Hollingworth,Alfredo Ramirez,Olivier Hanon,Annette L. Fitzpatrick,Joseph D. Buxbaum,Dominique Campion,Paul K. Crane,Clinton T. Baldwin,Tim Becker,Tim Becker,Vilmundur Gudnason,Carlos Cruchaga,David Craig,Najaf Amin,Claudine Berr,Oscar L. Lopez,Philip L. De Jager,Philip L. De Jager,Vincent Deramecourt,Janet A. Johnston,Denis A. Evans,Simon Lovestone,Luc Letenneur,Francisco J. Morón,David C. Rubinsztein,Gudny Eiriksdottir,Kristel Sleegers,Kristel Sleegers,Alison Goate,Nathalie Fievet,Nathalie Fievet,Matthew J. Huentelman,Michael Gill,Kristelle Brown,M. Ilyas Kamboh,Lina Keller,Pascale Barberger-Gateau,Bernadette McGuinness,Eric B. Larson,Eric B. Larson,Robert C. Green,Amanda J. Myers,Carole Dufouil,Stephen Todd,David Wallon,Seth Love,Ekaterina Rogaeva,John Gallacher,Peter St George-Hyslop,Peter St George-Hyslop,Jordi Clarimón,Alberto Lleó,Anthony Bayer,Debby W. Tsuang,Lei Yu,Magda Tsolaki,Paola Bossù,Gianfranco Spalletta,Petroula Proitsi,John Collinge,Sandro Sorbi,Florentino Sanchez-Garcia,Nick C. Fox,John Hardy,Maria Candida Deniz Naranjo,Paolo Bosco,Robert Clarke,Carol Brayne,Daniela Galimberti,Michelangelo Mancuso,Fiona E. Matthews,Genetic,Environmental Risk in Alzheimer's Disease,Environmental Risk in Alzheimer's Disease,Cohorts for Heart,Cohorts for Heart,Susanne Moebus,Patrizia Mecocci,Maria Del Zompo,Wolfgang Maier,Wolfgang Maier,Harald Hampel,Harald Hampel,Alberto Pilotto,María J. Bullido,María J. Bullido,Francesco Panza,Paolo Caffarra,Paolo Caffarra,Benedetta Nacmias,John R. Gilbert,Manuel Mayhaus,Lars Lannfelt,Hakon Hakonarson,Sabrina Pichler,Minerva M. Carrasquillo,Martin Ingelsson,Duane Beekly,Victoria Alvarez,Fanggeng Zou,Otto Valladares,Steven G. Younkin,Eliecer Coto,Kara L. Hamilton-Nelson,Wei Gu,Cristina Razquin,Pau Pastor,Ignacio Mateo,Michael John Owen,Kelley Faber,Palmi V. Jonsson,Onofre Combarros,Michael Conlon O'Donovan,Laura B. Cantwell,Hilkka Soininen,Deborah Blacker,Simon Mead,Thomas H. Mosley,David A. Bennett,Tamara B. Harris,Laura Fratiglioni,Laura Fratiglioni,Clive Holmes,Renée F.A.G. de Bruijn,Peter Passmore,Thomas J. Montine,Karolien Bettens,Karolien Bettens,Jerome I. Rotter,Alexis Brice,Alexis Brice,Kevin Morgan,Tatiana Foroud,Walter A. Kukull,Didier Hannequin,John Powell,Mike A. Nalls,Karen Ritchie,Kathryn L. Lunetta,John S. K. Kauwe,Eric Boerwinkle,Eric Boerwinkle,Matthias Riemenschneider,Mercè Boada,Mikko Hiltunen,Eden R. Martin,Reinhold Schmidt,Dan Rujescu,Li-San Wang,Jean-François Dartigues,Jean-François Dartigues,Richard Mayeux,Christophe Tzourio,Albert Hofman,Markus M. Nöthen,Caroline Graff,Caroline Graff,Bruce M. Psaty,Bruce M. Psaty,Lesley Jones,Jonathan L. Haines,Peter Holmans,Mark Lathrop,Mark Lathrop,Margaret A. Pericak-Vance,Lenore J. Launer,Lindsay A. Farrer,Cornelia M. van Duijn,Christine Van Broeckhoven,Christine Van Broeckhoven,Valentina Moskvina,Sudha Seshadri,Julie Williams,Gerard D. Schellenberg,Philippe Amouyel,Philippe Amouyel,Philippe Amouyel +215 more
Next-generation genotype imputation service and methods.
Sayantan Das,Lukas Forer,Sebastian Schönherr,Carlo Sidore,Carlo Sidore,Adam E. Locke,Alan Kwong,Scott I. Vrieze,Emily Y. Chew,Shawn Levy,Matt McGue,David Schlessinger,Dwight Stambolian,Po-Ru Loh,William G. Iacono,Anand Swaroop,Laura J. Scott,Francesco Cucca,Florian Kronenberg,Michael Boehnke,Gonçalo R. Abecasis,Christian Fuchsberger,Christian Fuchsberger,Christian Fuchsberger +23 more
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. Sabeti,Pardis C. Sabeti,Ilya Shlyakhter,Ilya Shlyakhter,Stephen F. Schaffner,Stephen F. Schaffner,Joseph J. Vitti,Joseph J. Vitti,David Neil Cooper,Edward V. Ball,Peter D. Stenson,Bret Barnes,Markus J. Bauer,R. Keira Cheetham,Anthony J. Cox,Michael A. Eberle,Scott Kahn,Lisa Murray,John F. Peden,Richard Shaw,Eimear E. Kenny,Mark A. Batzer,Miriam K. Konkel,Jerilyn A. Walker,Daniel G. MacArthur,Monkol Lek,Ralf Herwig,Li Ding,Daniel C. Koboldt,David E. Larson,Kai Ye,Simon Gravel,Anand Swaroop,Emily Y. Chew,Tuuli Lappalainen,Yaniv Erlich,Melissa Gymrek,Melissa Gymrek,Thomas Willems,Jared T. Simpson,Mark D. Shriver,Jeffrey A. Rosenfeld,Carlos Bustamante,Stephen B. Montgomery,Francisco M. De La Vega,Jake K. Byrnes,Andrew Carroll,Marianne K. DeGorter,Phil Lacroute,Brian K. Maples,Alicia R. Martin,Andrés Moreno-Estrada,Andrés Moreno-Estrada,Suyash Shringarpure,Fouad Zakharia,Eran Halperin,Eran Halperin,Yael Baran,Eliza Cerveira,Jaeho Hwang,Ankit Malhotra,Dariusz Plewczynski,Kamen Radew,Mallory Romanovitch,Chengsheng Zhang,Fiona Hyland,David Craig,Alexis Christoforides,Nils Homer,Tyler Izatt,Ahmet Kurdoglu,Shripad Sinari,Kevin Squire,Chunlin Xiao,Jonathan Sebat,Danny Antaki,Madhusudan Gujral,Amina Noor,Kenny Ye,Esteban G. Burchard,Ryan D. Hernandez,Christopher R. Gignoux,David Haussler,David Haussler,Sol Katzman,W. James Kent,Bryan Howie,Andres Ruiz-Linares,Emmanouil T. Dermitzakis,Emmanouil T. Dermitzakis,Scott E. Devine,Hyun Min Kang,Jeffrey M. Kidd,Thomas W. Blackwell,Sean Caron,Wei Chen,S. Emery,Lars G. Fritsche,Christian Fuchsberger,Goo Jun,Goo Jun,Bingshan Li,Robert H. Lyons,Chris Scheller,Carlo Sidore,Carlo Sidore,Carlo Sidore,Shiya Song,Elzbieta Sliwerska,Daniel Taliun,Adrian Tan,Ryan P. 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. Degenhardt,Sascha Meiers,Benjamin Raeder,Francesco Paolo Casale,Oliver Stegle,Eric-Wubbo Lameijer,Ira M. Hall,Vineet Bafna,Jacob J. Michaelson,Eugene J. Gardner,Ryan E. Mills,Gargi Dayama,Ken Chen,Xian Fan,Zechen Chong,Tenghui Chen,Mark Chaisson,John Huddleston,Maika Malig,Bradley J. Nelson,Nicholas F. Parrish,Ben Blackburne,Sarah J. Lindsay,Zemin Ning,Yujun Zhang,Hugo Y. K. Lam,Cristina Sisu,Danny Challis,Uday S. Evani,James T. Lu,Uma Nagaswamy,Jin Yu,Wangshen Li,Lukas Habegger,Haiyuan Yu,Fiona Cunningham,Ian Dunham,Kasper Lage,Kasper Lage,Jakob Berg Jespersen,Jakob Berg Jespersen,Jakob Berg Jespersen,Heiko Horn,Heiko Horn,Donghoon Kim,Rob DeSalle,Apurva Narechania,Melissa A. Wilson Sayres,Fernando L. Mendez,G. David Poznik,Peter A. Underhill,David Mittelman,Ruby Banerjee,Maria Cerezo,Thomas W. Fitzgerald,Sandra Louzada,Andrea Massaia,Fengtang Yang,Divya Kalra,Walker Hale,Xu Dan,Kathleen C. Barnes,Christine Beiswanger,Hongyu Cai,Hongzhi Cao,Hongzhi Cao,Brenna M. Henn,Danielle Jones,Jane Kaye,Alastair Kent,Angeliki Kerasidou,Rasika A. Mathias,Pilar N. Ossorio,Michael Parker,Charles N. Rotimi,Charmaine D.M. Royal,Karla Sandoval,Yeyang Su,Zhongming Tian,Sarah A. Tishkoff,Marc Via,Yuhong Wang,Huanming Yang,Ling Yang,Jiayong Zhu,Walter F. Bodmer,Gabriel Bedoya,Zhiming Cai,Yang Gao,Jiayou Chu,Leena Peltonen,Andrés C. García-Montero,Alberto Orfao,Julie Dutil,Juan Carlos Martínez-Cruzado,R. Mathias,Anselm Hennis,Harold Watson,Colin A. McKenzie,Firdausi Qadri,Regina C. LaRocque,Xiaoyan Deng,Danny Asogun,Onikepe A. Folarin,Christian T. Happi,Omonwunmi Omoniwa,Matt Stremlau,Matt Stremlau,Ridhi Tariyal,Ridhi Tariyal,M Jallow,M Jallow,Fatoumatta Sisay Joof,Fatoumatta Sisay Joof,Tumani Corrah,Tumani Corrah,Kirk A. Rockett,Kirk A. Rockett,Dominic P. Kwiatkowski,Dominic P. Kwiatkowski,Jaspal S. Kooner,Tran Tinh Hien,Sarah J. Dunstan,Sarah J. Dunstan,Nguyen ThuyHang,Richard Fonnie,Robert F. Garry,Lansana Kanneh,Lina M. Moses,John S. Schieffelin,Donald S. 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