RAREMETAL: fast and powerful meta-analysis for rare variants.
TLDR
RAREMETAL facilitates analyses of individual studies, accommodates a variety of input file formats, handles related and unrelated individuals, executes both single variant and burden tests and performs conditional association analyses.Abstract:
Summary: RAREMETAL is a computationally efficient tool for meta-analysis of rare variants genotyped using sequencing or arrays. RAREMETAL facilitates analyses of individual studies, accommodates a variety of input file formats, handles related and unrelated individuals, executes both single variant and burden tests and performs conditional association analyses.
Availability and implementation: http://genome.sph.umich.edu/wiki/RAREMETAL for executables, source code, documentation and tutorial.
Contact: ude.hcimu@hpsgnefs or ude.hcimu@olacnogread more
Citations
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Journal ArticleDOI
Rare and low-frequency coding variants alter human adult height
TL;DR: In this paper, the authors report 83 height-associated coding variants with lower minor-allele frequencies (in the range of 0.1-4.8%) and effects of up to 2'centimetres per allele (such as those in IHH, STC2, AR and CRISPLD2), greater than ten times the average effect of common variants.
Journal ArticleDOI
Exome-wide association study of plasma lipids in > 300,000 individuals
Dajiang J. Liu,Gina M. Peloso,Gina M. Peloso,Haojie Yu,Adam S. Butterworth,Adam S. Butterworth,Xiao Wang,Anubha Mahajan,Danish Saleheen,Danish Saleheen,Connor A. Emdin,Connor A. Emdin,Dewan S. Alam,Alexessander Couto Alves,Philippe Amouyel,Emanuele Di Angelantonio,Emanuele Di Angelantonio,Dominique Arveiler,Themistocles L. Assimes,Themistocles L. Assimes,Paul L. Auer,Usman Baber,Christie M. Ballantyne,Lia E. Bang,Marianne Benn,Joshua C. Bis,Michael Boehnke,Eric Boerwinkle,Eric Boerwinkle,Jette Bork-Jensen,Erwin P. Bottinger,Ivan Brandslund,Morris J. Brown,Fabio Busonero,Mark J. Caulfield,John C. Chambers,John C. Chambers,John C. Chambers,Daniel I. Chasman,Daniel I. Chasman,Y. Eugene Chen,Yii-Der Ida Chen,Rajiv Chowdhury,Cramer Christensen,Audrey Y. Chu,Audrey Y. Chu,John M. C. Connell,Francesco Cucca,L. Adrienne Cupples,L. Adrienne Cupples,Scott M. Damrauer,Scott M. Damrauer,Gail Davies,Ian J. Deary,George Dedoussis,Joshua C. Denny,Anna F. Dominiczak,Marie-Pierre Dubé,Marie-Pierre Dubé,Tapani Ebeling,Gudny Eiriksdottir,Tõnu Esko,Tõnu Esko,Aliki-Eleni Farmaki,Mary F. Feitosa,Marco M Ferrario,Jean Ferrières,Ian Ford,Myriam Fornage,Paul W. Franks,Paul W. Franks,Paul W. Franks,Timothy M. Frayling,Ruth Frikke-Schmidt,Lars G. Fritsche,Philippe M. Frossard,Valentin Fuster,Valentin Fuster,Santhi K. Ganesh,Wei Gao,Melissa E. Garcia,Christian Gieger,Franco Giulianini,Mark O. Goodarzi,Harald Grallert,Niels Grarup,Leif Groop,Megan L. Grove,Vilmundur Gudnason,Torben Hansen,Torben Hansen,Tamara B. Harris,Caroline Hayward,Joel N. Hirschhorn,Joel N. Hirschhorn,Oddgeir L. Holmen,Jennifer E. Huffman,Yong Huo,Kristian Hveem,Sehrish Jabeen,Anne U. Jackson,Johanna Jakobsdottir,Marjo-Riitta Järvelin,Gorm B. Jensen,Marit E. Jørgensen,Marit E. Jørgensen,J. Wouter Jukema,Johanne Marie Justesen,Pia R. Kamstrup,Stavroula Kanoni,Fredrik Karpe,Frank Kee,Amit Khera,Amit Khera,Derek Klarin,Derek Klarin,Derek Klarin,Heikki A. Koistinen,Heikki A. Koistinen,Heikki A. Koistinen,Jaspal S. Kooner,Jaspal S. Kooner,Jaspal S. Kooner,Charles Kooperberg,Kari Kuulasmaa,Johanna Kuusisto,Markku Laakso,Timo A. Lakka,Claudia Langenberg,Anne Langsted,Anne Langsted,Lenore J. Launer,Torsten Lauritzen,David C. Liewald,Li-An Lin,Allan Linneberg,Ruth J. F. Loos,Yingchang Lu,Xiangfeng Lu,Xiangfeng Lu,Reedik Mägi,Anders Mälarstig,Anders Mälarstig,Ani Manichaikul,Alisa K. Manning,Alisa K. Manning,Pekka Mäntyselkä,Eirini Marouli,Nicholas G. D. Masca,Nicholas G. D. Masca,Andrea Maschio,James B. Meigs,James B. Meigs,Olle Melander,Andres Metspalu,Andrew P. Morris,Andrew P. Morris,Alanna C. Morrison,Antonella Mulas,Martina Müller-Nurasyid,Patricia B. Munroe,Matt Neville,Jonas B. Nielsen,Sune F. Nielsen,Sune F. Nielsen,Børge G. Nordestgaard,Børge G. Nordestgaard,Jose M. Ordovas,Jose M. Ordovas,Roxana Mehran,C.J. O'Donnell,C.J. O'Donnell,Marju Orho-Melander,Cliona Molony,Pieter Muntendam,Sandosh Padmanabhan,Colin N. A. Palmer,Dorota Pasko,Aniruddh P. Patel,Oluf Pedersen,Markus Perola,Markus Perola,Annette Peters,Charlotta Pisinger,Giorgio Pistis,Ozren Polasek,Ozren Polasek,Neil Poulter,Bruce M. Psaty,Bruce M. Psaty,Daniel J. Rader,Asif Rasheed,Rainer Rauramaa,Dermot F. Reilly,Alexander P. Reiner,Alexander P. Reiner,Frida Renström,Frida Renström,Stephen S. Rich,Paul M. Ridker,John D. Rioux,Neil R. Robertson,Neil R. Robertson,Dan M. Roden,Jerome I. Rotter,Igor Rudan,Veikko Salomaa,Nilesh J. Samani,Nilesh J. Samani,Serena Sanna,Naveed Sattar,Naveed Sattar,Ellen M. Schmidt,Robert A. Scott,Peter S. Sever,Raquel S. Sevilla,Christian M. Shaffer,Xueling Sim,Xueling Sim,Suthesh Sivapalaratnam,Kerrin S. Small,Albert V. Smith,Blair H. Smith,Blair H. Smith,Blair H. Smith,Sangeetha Somayajula,Lorraine Southam,Lorraine Southam,Tim D. Spector,Elizabeth K. Speliotes,John M. Starr,Kathleen Stirrups,Kathleen Stirrups,Nathan O. Stitziel,Konstantin Strauch,Heather M. Stringham,Praveen Surendran,Hayato Tada,Alan R. Tall,Hua Tang,Jean-Claude Tardif,Jean-Claude Tardif,Kent D. Taylor,Stella Trompet,Philip S. Tsao,Philip S. Tsao,Jaakko Tuomilehto,Anne Tybjærg-Hansen,Natalie R. van Zuydam,Natalie R. van Zuydam,Anette Varbo,Anette Varbo,Tibor V. Varga,Jarmo Virtamo,Melanie Waldenberger,Nan Wang,Nicholas J. Wareham,Helen R. Warren,Peter Weeke,Peter Weeke,Joshua S. Weinstock,Jennifer Wessel,James G. Wilson,Peter W.F. Wilson,Peter W.F. Wilson,Ming Xu,Hanieh Yaghootkar,Robin Young,Eleftheria Zeggini,He Zhang,Neil S Zheng,Weihua Zhang,Yan Zhang,Wei Zhou,Yanhua Zhou,Magdalena Zoledziewska,Joanna M. M. Howson,John Danesh,John Danesh,John Danesh,Mark I. McCarthy,Mark I. McCarthy,Chad A. Cowan,Gonçalo R. Abecasis,Panos Deloukas,Panos Deloukas,Kiran Musunuru,Cristen J. Willer,Sekar Kathiresan +288 more
TL;DR: It is found that beta-thalassemia trait carriers displayed lower TC and were protected from coronary artery disease (CAD), and only some mechanisms of lowering LDL-C appeared to increase risk for type 2 diabetes (T2D); and TG-lowering alleles involved in hepatic production of TG-rich lipoproteins tracked with higher liver fat, higher risk for T2D, and lower risk for CAD.
Rare and low-frequency coding variants alter human adult height
Eirini Marouli,Mariaelisa Graff,Carolina Medina-Gomez,Ken Sin Lo,Andrew R. Wood,Troels R. Kjaer,Rebecca S. Fine,Yingchang Lu,Claudia Schurmann,Heather M. Highland,Sina Rüeger,Gudmar Thorleifsson,Anne E. Justice,David Lamparter,Kathleen Stirrups,Valérie Turcot,Kristin L. Young,Thomas W. Winkler,Tõnu Esko,Tugce Karaderi,Adam E. Locke,Nicholas G. D. Masca,Maggie C.Y. Ng,Poorva Mudgal,Manuel A. Rivas,Sailaja Vedantam,Anubha Mahajan,Xiuqing Guo,Gonçalo R. Abecasis,Katja K.H. Aben,Linda S. Adair,Dewan S. Alam,Eva Albrecht,Kristine H. Allin,Matthew A. Allison,Philippe Amouyel,Emil V. R. Appel,Dominique Arveiler,Folkert W. Asselbergs,Paul L. Auer,Beverley Balkau,Bernhard Banas,Lia E. Bang,Marianne Benn,Sven Bergmann,Lawrence F. Bielak,Matthias Blueher,Heiner Boeing,Eric Boerwinkle,Carsten A. Boeger,Lori L. Bonnycastle,Jette Bork-Jensen,Michiel L. Bots,Erwin P. Bottinger,Donald W. Bowden,Ivan Brandslund,Gerome Breen,Murray H. Brilliant,Linda Broer,Amber A. Burt,Adam S. Butterworth,David J. Carey,Mark J. Caulfield,John C. Chambers,Daniel I. Chasman,Yii-Der Ida Chen,Rajiv Chowdhury,Cramer Christensen,Audrey Y. Chu,Massimiliano Cocca,Francis S. Collins,James P. Cook,Janie Corley,Jordi Corominas Galbany,Amanda J. Cox,Gabriel Cuellar-Partida,John Danesh,Gail Davies,Paul I.W. de Bakker,Gert J. de Borst,Simon de Denus,Mark C.H. De Groot,Renée de Mutsert,Ian J. Deary,George Dedoussis,Ellen W. Demerath,Anneke I. den Hollander,Joe Dennis,Emanuele Di Angelantonio,Fotios Drenos,Mengmeng Du,Alison M. Dunning,Douglas F. Easton,Tapani Ebeling,Todd L. Edwards,Patrick T. Ellinor,Paul Elliott,Evangelos Evangelou,Aliki-Eleni Farmaki,Jessica D. Faul,Mary F. Feitosa,Shuang Feng,Ele Ferrannini,Marco M Ferrario,Jean Ferrières,Jose C. Florez,Ian Ford,Myriam Fornage,Paul W. Franks,Ruth Frikke-Schmidt,Tessel E. Galesloot,Wei Gan,Ilaria Gandin,Paolo Gasparini,Vilmantas Giedraitis,Ayush Giri,Giorgia Girotto,Scott D. Gordon,Penny Gordon-Larsen,Mathias Gorski,Niels Grarup,Megan L. Grove,Vilmundur Gudnason,Stefan Gustafsson,Torben Hansen,Kathleen Mullan Harris,Tamara B. Harris,Andrew T. Hattersley,Caroline Hayward,Liang He,Iris M. Heid,Kauko Heikkilä,Øyvind Helgeland,Jussi Hernesniemi,Alex W. Hewitt,Lynne J. Hocking,Mette Hollensted,Oddgeir L. Holmen,G. Kees Hovingh,Joanna M. M. Howson,Carel B. Hoyng,Paul L. Huang,Kristian Hveem,M. Arfan Ikram,Erik Ingelsson,Anne U. Jackson,Jan-Håkan Jansson,Gail P. Jarvik,Gorm B. Jensen,Min A. Jhun,Yucheng Jia,Xuejuan Jiang,Stefan Johansson,Marit E. Jørgensen,Torben Jørgensen,Pekka Jousilahti,J. Wouter Jukema,Bratati Kahali,René S. Kahn,Mika Kähönen,Pia R. Kamstrup,Stavroula Kanoni,Jaakko Kaprio,Maria Karaleftheri,Sharon L.R. Kardia,Fredrik Karpe,Frank Kee,Renske Keeman,Lambertus A. Kiemeney,Hidetoshi Kitajima,Kirsten B. Kluivers,Thomas D. Kocher,Pirjo Komulainen,Jukka Kontto,Jaspal S. Kooner,Charles Kooperberg,Peter Kovacs,Jennifer Kriebel,Helena Kuivaniemi,Sébastien Küry,Johanna Kuusisto,Martina La Bianca,Markku Laakso,Timo A. Lakka,Ethan M. Lange,Leslie A. Lange,Carl D. Langefeld,Claudia Langenberg,Eric B. Larson,I-Te Lee,Terho Lehtimäki,Cora E. Lewis,Huaixing Li,Jin Li,Ruifang Li-Gao,Honghuang Lin,Li-An Lin,Xu Lin,Lars Lind,Jaana Lindström,Allan Linneberg,Y Liu,Yongmei Liu,Artitaya Lophatananon,Jian'an Luan,Steven A. Lubitz,Leo-Pekka Lyytikäinen,David A. Mackey,Pamela A. F. Madden,Alisa K. Manning,Satu Männistö,Gaëlle Marenne,Jonathan Marten,Nicholas G. Martin,Angela L. Mazul,Karina Meidtner,Andres Metspalu,Paul Mitchell,Karen L. Mohlke,Dennis O. Mook-Kanamori,Anna Morgan,Andrew D. Morris,Andrew P. Morris,Martina Mueller-Nurasyid,Patricia B. Munroe,Mike A. Nalls,Matthias Nauck,Christopher P. Nelson,Matt Neville,Sune F. Nielsen,Kjell Nikus,Pål R. Njølstad,Børge G. Nordestgaard,Ioanna Ntalla,Jeffrey R. O'Connel,Heikki Oksa,Loes M. Olde Loohuis,Roel A. Ophoff,Katharine R. Owen,Chris J. Packard,Sandosh Padmanabhan,Colin N. A. Palmer,Gerard Pasterkamp,Aniruddh P. Patel,Alison Pattie,Oluf Pedersen,Peggy L. Peissig,Gina M. Peloso,Craig E. Pennell,Markus Perola,James A. Perry,John R. B. Perry,Thomas N. Person,Ailith Pirie,Ozren Polasek,Danielle Posthuma,Olli T. Raitakari,Asif Rasheed,Rainer Rauramaa,Dermot F. Reilly,Alexander P. Reiner,Frida Renström,Paul M. Ridker,John D. Rioux,Neil Robertson,Antonietta Robino,Olov Rolandsson,Igor Rudan,Katherine S. Ruth,Danish Saleheen,Veikko Salomaa,Nilesh J. Samani,Kevin Sandow,Yadav Sapkota,Naveed Sattar,Marjanka K. Schmidt,Pamela J. Schreiner,Matthias B. Schulze,Robert A. Scott,Marcelo P. Segura-Lepe,Svati H. Shah,Xueling Sim,Suthesh Sivapalaratnam,Kerrin S. Small,Albert V. Smith,Jennifer A. Smith,Lorraine Southam,Tim D. Spector,Elizabeth K. Speliotes,John M. Starr,Valgerdur Steinthorsdottir,Heather M. Stringham,Michael Stumvoll,Praveen Surendran,Leen M 't Hart,Katherine E. Tansey,Jean-Claude Tardif,Kent D. Taylor,Alexander Teumer,Deborah J. Thompson,Unnur Thorsteinsdottir,Betina H. Thuesen,Anke Toenjes,Gerard Tromp,Stella Trompet,Emmanouil Tsafantakis,Jaakko Tuomilehto,Anne Tybjærg-Hansen,Jonathan Tyrer,Rudolf Uher,André G. Uitterlinden,Sheila Ulivi,Sander W. van der Laan,Andries R. van der Leij,Cornelia M. van Duijn,Natasja M. van Schoor,Jessica van Setten,Anette Varbo,Tibor V. Varga,Rohit Varma,Digna R. Velez Edwards,Sita H. Vermeulen,Henrik Vestergaard,Veronique Vitart,Thomas F. Vogt,Diego Vozzi,Mark Walker,Feijie Wang,Carol A. Wang,Shuai Wang,Yiqin Wang,Nicholas J. Wareham,Helen R. Warren,Jennifer Wessel,Sara M. Willems,James G. Wilson,Daniel R. Witte,Michael O. Woods,Ying Wu,Hanieh Yaghootkar,Jie Yao,Pang Yao,Laura M. Yerges-Armstrong,Robin Young,Eleftheria Zeggini,Xiaowei Zhan,Weihua Zhang,Jing Hua Zhao,Wei Zhao,He Zheng,Wei Zhou,Jerome I. Rotter,Michael Boehnke,Sekar Kathiresan,Mark I. McCarthy,Cristen J. Willer,Kari Stefansson,Ingrid B. Borecki,Dajiang J. Liu,Kari E. North,Nancy L. Heard-Costa,Tune H. Pers,Cecilia M. Lindgren,Claus Oxvig,Zoltán Kutalik,Fernando Rivadeneira,Ruth J. F. Loos,Timothy M. Frayling,Joel N. Hirschhorn,Panos Deloukas,Guillaume Lettre +370 more
TL;DR: The results demonstrate that sufficiently large sample sizes can uncover rare and low-frequency variants of moderate-to-large effect associated with polygenic human phenotypes, and that these variants implicate relevant genes and pathways.
Journal ArticleDOI
RVTESTS: an efficient and comprehensive tool for rare variant association analysis using sequence data.
TL;DR: RVTESTS is developed, which implements a broad set of rare variant association statistics and supports the analysis of autosomal and X-linked variants for both unrelated and related individuals and provides useful companion features for annotating sequence variants, integrating bioinformatics databases, performing data quality control and sample selection.
Exome-wide association study of plasma lipids in > 300,000 individuals
Dajiang J. Liu,Gina M. Peloso,Haojie Yu,Adam S. Butterworth,Xiao Wang,Anubha Mahajan,Danish Saleheen,Connor A. Emdin,Dewan S. Alam,Alexessander Couto Alves,Philippe Amouyel,Emanuele Di Angelantonio,Dominique Arveiler,Themistocles L. Assimes,Paul L. Auer,Usman Baber,Christie M. Ballantyne,Lia E. Bang,Marianne Benn,Joshua C. Bis,Michael Boehnke,Eric Boerwinkle,Jette Bork-Jensen,Erwin P. Bottinger,Ivan Brandslund,Morris J. Brown,Fabio Busonero,Mark J. Caulfield,John C. Chambers,Daniel I. Chasman,Y. Eugene Chen,Yii-Der Ida Chen,Rajiv Chowdhury,Cramer Christensen,Audrey Y. Chu,John M. C. Connell,Francesco Cucca,L. Adrienne Cupples,Scott M. Damrauer,Gail Davies,Ian J. Deary,George Dedoussis,Joshua C. Denny,Anna F. Dominiczak,Marie-Pierre Dubé,Tapani Ebeling,Gudny Eiriksdottir,Tõnu Esko,Aliki-Eleni Farmaki,Mary F. Feitosa,Marco M Ferrario,Jean Ferrières,Ian Ford,Myriam Fornage,Paul W. Franks,Timothy M. Frayling,Ruth Frikke-Schmidt,Lars G. Fritsche,Philippe M. Frossard,Valentin Fuster,Santhi K. Ganesh,Wei Gao,Melissa E. Garcia,Christian Gieger,Franco Giulianini,Mark O. Goodarzi,Harald Grallert,Niels Grarup,Leif Groop,Megan L. Grove,Vilmundur Gudnason,Torben Hansen,Tamara B. Harris,Caroline Hayward,Joel N. Hirschhorn,Oddgeir L. Holmen,Jennifer E. Huffman,Yong Huo,Kristian Hveem,Sehrish Jabeen,Anne U. Jackson,Johanna Jakobsdottir,Marjo-Riitta Järvelin,Gorm B. Jensen,Marit E. Jørgensen,J. Wouter Jukema,Johanne Marie Justesen,Pia R. Kamstrup,Stavroula Kanoni,Fredrik Karpe,Frank Kee,Amit Khera,Derek Klarin,Heikki A. Koistinen,Jaspal S. Kooner,Charles Kooperberg,Kari Kuulasmaa,Johanna Kuusisto,Markku Laakso,Timo A. Lakka,Claudia Langenberg,Anne Langsted,Lenore J. Launer,Torsten Lauritzen,David C. Liewald,Li-An Lin,Allan Linneberg,Ruth J. F. Loos,Yingchang Lu,Xiangfeng Lu,Reedik Mägi,Anders Mälarstig,Ani Manichaikul,Alisa K. Manning,Pekka Mäntyselkä,Eirini Marouli,Nicholas G. D. Masca,Andrea Maschio,James B. Meigs,Olle Melander,Andres Metspalu,Andrew P. Morris,Alanna C. Morrison,Antonella Mulas,Martina Mueller-Nurasyid,Patricia B. Munroe,Matt Neville,Jonas B. Nielsen,Sune F. Nielsen,Børge G. Nordestgaard,Jose M. Ordovas,Roxana Mehran,C.J. O'Donnell,Marju Orho-Melander,Cliona Molony,Pieter Muntendam,Sandosh Padmanabhan,Colin N. A. Palmer,Dorota Pasko,Aniruddh P. Patel,Oluf Pedersen,Markus Perola,Annette Peters,Charlotta Pisinger,Giorgio Pistis,Ozren Polasek,Neil Poulter,Bruce M. Psaty,Daniel J. Rader,Asif Rasheed,Rainer Rauramaa,Dermot F. Reilly,Alexander P. Reiner,Frida Renström,Stephen S. Rich,Paul M. Ridker,John D. Rioux,Neil R. Robertson,Dan M. Roden,Jerome I. Rotter,Igor Rudan,Veikko Salomaa,Nilesh J. Samani,Serena Sanna,Naveed Sattar,Ellen M. Schmidt,Robert A. Scott,Peter S. Sever,Raquel S. Sevilla,Christian M. Shaffer,Xueling Sim,Suthesh Sivapalaratnam,Kerrin S. Small,Albert V. Smith,Blair H. Smith,Sangeetha Somayajula,Lorraine Southam,Tim D. Spector,Elizabeth K. Speliotes,John M. Starr,Kathleen Stirrups,Nathan O. Stitziel,Konstantin Strauch,Heather M. Stringham,Praveen Surendran,Hayato Tada,Alan R. Tall,Hua Tang,Jean-Claude Tardif,Kent D. Taylor,Stella Trompet,Philip S. Tsao,Jaakko Tuomilehto,Anne Tybjærg-Hansen,Natalie R. van Zuydam,Anette Varbo,Tibor V. Varga,Jarmo Virtamo,Melanie Waldenberger,Nan Wang,Nicholas J. Wareham,Helen R. Warren,Peter Weeke,Joshua S. Weinstock,Jennifer Wessel,James G. Wilson,Peter W.F. Wilson,Ming Xu,Hanieh Yaghootkar,Robin Young,Eleftheria Zeggini,He Zhang,Neil S Zheng,Weihua Zhang,Yan Zhang,Wei Zhou,Yanhua Zhou,Magdalena Zoledziewska,Joanna M. M. Howson,John Danesh,Mark I. McCarthy,Chad A. Cowan,Gonçalo R. Abecasis,Panos Deloukas,Kiran Musunuru,Cristen J. Willer,Sekar Kathiresan +226 more
References
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Journal ArticleDOI
The variant call format and VCFtools
Petr Danecek,Adam Auton,Gonçalo R. Abecasis,Cornelis A. Albers,Eric Banks,Mark A. DePristo,Robert E. Handsaker,Gerton Lunter,Gabor T. Marth,Stephen T. Sherry,Gilean McVean,Richard Durbin +11 more
TL;DR: VCFtools is a software suite that implements various utilities for processing VCF files, including validation, merging, comparing and also provides a general Perl API.
Journal ArticleDOI
METAL: fast and efficient meta-analysis of genomewide association scans.
TL;DR: METAL provides a computationally efficient tool for meta-analysis of genome-wide association scans, which is a commonly used approach for improving power complex traits gene mapping studies.
Journal ArticleDOI
Merlin--rapid analysis of dense genetic maps using sparse gene flow trees.
TL;DR: The multipoint engine for rapid likelihood inference (Merlin) is a computer program that uses sparse inheritance trees for pedigree analysis; it performs rapid haplotyping, genotype error detection and affected pair linkage analyses and can handle more markers than other pedigree analysis packages.
Journal ArticleDOI
Variance component model to account for sample structure in genome-wide association studies
Hyun Min Kang,Jae Hoon Sul,Noah Zaitlen,Sit Yee Kong,Nelson B. Freimer,Chiara Sabatti,Eleazar Eskin +6 more
TL;DR: A variance component approach implemented in publicly available software, EMMA eXpedited (EMMAX), that reduces the computational time for analyzing large GWAS data sets from years to hours is reported.
Journal ArticleDOI
Rare-Variant Association Testing for Sequencing Data with the Sequence Kernel Association Test
TL;DR: The sequence kernel association test (SKAT) is proposed, a supervised, flexible, computationally efficient regression method to test for association between genetic variants (common and rare) in a region and a continuous or dichotomous trait while easily adjusting for covariates.
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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