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Research |
Dynamic incorporation of multiple in silico functional annotations empowers rare variant association analysis of large whole-genome sequencing studies at scale
- Xihao Li
- , Zilin Li
- , Hufeng Zhou
- , Sheila M. Gaynor
- , Yaowu Liu
- , Han Chen
- , Ryan Sun
- , Rounak Dey
- , Donna K. Arnett
- , Stella Aslibekyan
- , Christie M. Ballantyne
- , Lawrence F. Bielak
- , John Blangero
- , Eric Boerwinkle
- , Donald W. Bowden
- , Jai G. Broome
- , Matthew P. Conomos
- , Adolfo Correa
- , L. Adrienne Cupples
- , Joanne E. Curran
- , Barry I. Freedman
- , Xiuqing Guo
- , George Hindy
- , Marguerite R. Irvin
- , Sharon L. R. Kardia
- , Sekar Kathiresan
- , Alyna T. Khan
- , Charles L. Kooperberg
- , Cathy C. Laurie
- , X. Shirley Liu
- , Michael C. Mahaney
- , Ani W. Manichaikul
- , Lisa W. Martin
- , Rasika A. Mathias
- , Stephen T. McGarvey
- , Braxton D. Mitchell
- , May E. Montasser
- , Jill E. Moore
- , Alanna C. Morrison
- , Jeffrey R. O’Connell
- , Nicholette D. Palmer
- , Akhil Pampana
- , Juan M. Peralta
- , Patricia A. Peyser
- , Bruce M. Psaty
- , Susan Redline
- , Kenneth M. Rice
- , Stephen S. Rich
- , Jennifer A. Smith
- , Hemant K. Tiwari
- , Michael Y. Tsai
- , Ramachandran S. Vasan
- , Fei Fei Wang
- , Daniel E. Weeks
- , Zhiping Weng
- , James G. Wilson
- , Lisa R. Yanek
- , Namiko Abe
- , Gonçalo R. Abecasis
- , Francois Aguet
- , Christine Albert
- , Laura Almasy
- , Alvaro Alonso
- , Seth Ament
- , Peter Anderson
- , Pramod Anugu
- , Deborah Applebaum-Bowden
- , Kristin Ardlie
- , Dan Arking
- , Donna K. Arnett
- , Allison Ashley-Koch
- , Stella Aslibekyan
- , Tim Assimes
- , Paul Auer
- , Dimitrios Avramopoulos
- , John Barnard
- , Kathleen Barnes
- , R. Graham Barr
- , Emily Barron-Casella
- , Lucas Barwick
- , Terri Beaty
- , Gerald Beck
- , Diane Becker
- , Lewis Becker
- , Rebecca Beer
- , Amber Beitelshees
- , Emelia Benjamin
- , Takis Benos
- , Marcos Bezerra
- , Lawrence F. Bielak
- , Joshua Bis
- , Thomas Blackwell
- , John Blangero
- , Eric Boerwinkle
- , Donald W. Bowden
- , Russell Bowler
- , Jennifer Brody
- , Ulrich Broeckel
- , Jai G. Broome
- , Karen Bunting
- , Esteban Burchard
- , Carlos Bustamante
- , Erin Buth
- , Brian Cade
- , Jonathan Cardwell
- , Vincent Carey
- , Cara Carty
- , Richard Casaburi
- , James Casella
- , Peter Castaldi
- , Mark Chaffin
- , Christy Chang
- , Yi-Cheng Chang
- , Daniel Chasman
- , Sameer Chavan
- , Bo-Juen Chen
- , Wei-Min Chen
- , Yii-Der Ida Chen
- , Michael Cho
- , Seung Hoan Choi
- , Lee-Ming Chuang
- , Mina Chung
- , Ren-Hua Chung
- , Clary Clish
- , Suzy Comhair
- , Matthew P. Conomos
- , Elaine Cornell
- , Adolfo Correa
- , Carolyn Crandall
- , James Crapo
- , L. Adrienne Cupples
- , Joanne E. Curran
- , Jeffrey Curtis
- , Brian Custer
- , Coleen Damcott
- , Dawood Darbar
- , Sayantan Das
- , Sean David
- , Colleen Davis
- , Michelle Daya
- , Mariza de Andrade
- , Lisa de las Fuentes
- , Michael DeBaun
- , Ranjan Deka
- , Dawn DeMeo
- , Scott Devine
- , Qing Duan
- , Ravi Duggirala
- , Jon Peter Durda
- , Susan Dutcher
- , Charles Eaton
- , Lynette Ekunwe
- , Adel El Boueiz
- , Patrick Ellinor
- , Leslie Emery
- , Serpil Erzurum
- , Charles Farber
- , Tasha Fingerlin
- , Matthew Flickinger
- , Myriam Fornage
- , Nora Franceschini
- , Chris Frazar
- , Mao Fu
- , Stephanie M. Fullerton
- , Lucinda Fulton
- , Stacey Gabriel
- , Weiniu Gan
- , Shanshan Gao
- , Yan Gao
- , Margery Gass
- , Bruce Gelb
- , Xiaoqi (Priscilla) Geng
- , Mark Geraci
- , Soren Germer
- , Robert Gerszten
- , Auyon Ghosh
- , Richard Gibbs
- , Chris Gignoux
- , Mark Gladwin
- , David Glahn
- , Stephanie Gogarten
- , Da-Wei Gong
- , Harald Goring
- , Sharon Graw
- , Daniel Grine
- , C. Charles Gu
- , Yue Guan
- , Xiuqing Guo
- , Namrata Gupta
- , Jeff Haessler
- , Michael Hall
- , Daniel Harris
- , Nicola L. Hawley
- , Jiang He
- , Susan Heckbert
- , Ryan Hernandez
- , David Herrington
- , Craig Hersh
- , Bertha Hidalgo
- , James Hixson
- , Brian Hobbs
- , John Hokanson
- , Elliott Hong
- , Karin Hoth
- , Chao (Agnes) Hsiung
- , Yi-Jen Hung
- , Haley Huston
- , Chii Min Hwu
- , Marguerite R. Irvin
- , Rebecca Jackson
- , Deepti Jain
- , Cashell Jaquish
- , Min A. Jhun
- , Jill Johnsen
- , Andrew Johnson
- , Craig Johnson
- , Rich Johnston
- , Kimberly Jones
- , Hyun Min Kang
- , Robert Kaplan
- , Sharon L. R. Kardia
- , Sekar Kathiresan
- , Shannon Kelly
- , Eimear Kenny
- , Michael Kessler
- , Alyna T. Khan
- , Wonji Kim
- , Greg Kinney
- , Barbara Konkle
- , Charles L. Kooperberg
- , Holly Kramer
- , Christoph Lange
- , Ethan Lange
- , Leslie Lange
- , Cathy C. Laurie
- , Cecelia Laurie
- , Meryl LeBoff
- , Jiwon Lee
- , Seunggeun Shawn Lee
- , Wen-Jane Lee
- , Jonathon LeFaive
- , David Levine
- , Dan Levy
- , Joshua Lewis
- , Xiaohui Li
- , Yun Li
- , Henry Lin
- , Honghuang Lin
- , Keng Han Lin
- , Xihong Lin
- , Simin Liu
- , Yongmei Liu
- , Yu Liu
- , Ruth J. F. Loos
- , Steven Lubitz
- , Kathryn Lunetta
- , James Luo
- , Michael C. Mahaney
- , Barry Make
- , Ani W. Manichaikul
- , JoAnn Manson
- , Lauren Margolin
- , Lisa W. Martin
- , Susan Mathai
- , Rasika A. Mathias
- , Susanne May
- , Patrick McArdle
- , Merry-Lynn McDonald
- , Sean McFarland
- , Stephen T. McGarvey
- , Daniel McGoldrick
- , Caitlin McHugh
- , Hao Mei
- , Luisa Mestroni
- , Deborah A. Meyers
- , Julie Mikulla
- , Nancy Min
- , Mollie Minear
- , Ryan L. Minster
- , Braxton D. Mitchell
- , Matt Moll
- , May E. Montasser
- , Courtney Montgomery
- , Arden Moscati
- , Solomon Musani
- , Stanford Mwasongwe
- , Josyf C. Mychaleckyj
- , Girish Nadkarni
- , Rakhi Naik
- , Take Naseri
- , Pradeep Natarajan
- , Sergei Nekhai
- , Sarah C. Nelson
- , Bonnie Neltner
- , Deborah Nickerson
- , Kari North
- , Jeffrey R. O’Connell
- , Tim O’Connor
- , Heather Ochs-Balcom
- , David Paik
- , Nicholette D. Palmer
- , James Pankow
- , George Papanicolaou
- , Afshin Parsa
- , Juan M. Peralta
- , Marco Perez
- , James Perry
- , Ulrike Peters
- , Patricia A. Peyser
- , Lawrence S. Phillips
- , Toni Pollin
- , Wendy Post
- , Julia Powers Becker
- , Meher Preethi Boorgula
- , Michael Preuss
- , Bruce M. Psaty
- , Pankaj Qasba
- , Dandi Qiao
- , Zhaohui Qin
- , Nicholas Rafaels
- , Laura Raffield
- , Ramachandran S. Vasan
- , D. C. Rao
- , Laura Rasmussen-Torvik
- , Aakrosh Ratan
- , Susan Redline
- , Robert Reed
- , Elizabeth Regan
- , Alex Reiner
- , Muagututi‘a Sefuiva Reupena
- , Kenneth M. Rice
- , Stephen S. Rich
- , Dan Roden
- , Carolina Roselli
- , Jerome I. Rotter
- , Ingo Ruczinski
- , Pamela Russell
- , Sarah Ruuska
- , Kathleen Ryan
- , Ester Cerdeira Sabino
- , Danish Saleheen
- , Shabnam Salimi
- , Steven Salzberg
- , Kevin Sandow
- , Vijay G. Sankaran
- , Christopher Scheller
- , Ellen Schmidt
- , Karen Schwander
- , David Schwartz
- , Frank Sciurba
- , Christine Seidman
- , Jonathan Seidman
- , Vivien Sheehan
- , Stephanie L. Sherman
- , Amol Shetty
- , Aniket Shetty
- , Wayne Hui-Heng Sheu
- , M. Benjamin Shoemaker
- , Brian Silver
- , Edwin Silverman
- , Jennifer A. Smith
- , Josh Smith
- , Nicholas Smith
- , Tanja Smith
- , Sylvia Smoller
- , Beverly Snively
- , Michael Snyder
- , Tamar Sofer
- , Nona Sotoodehnia
- , Adrienne M. Stilp
- , Garrett Storm
- , Elizabeth Streeten
- , Jessica Lasky Su
- , Yun Ju Sung
- , Jody Sylvia
- , Adam Szpiro
- , Carole Sztalryd
- , Daniel Taliun
- , Hua Tang
- , Margaret Taub
- , Kent D. Taylor
- , Matthew Taylor
- , Simeon Taylor
- , Marilyn Telen
- , Timothy A. Thornton
- , Machiko Threlkeld
- , Lesley Tinker
- , David Tirschwell
- , Sarah Tishkoff
- , Hemant K. Tiwari
- , Catherine Tong
- , Russell Tracy
- , Michael Y. Tsai
- , Dhananjay Vaidya
- , David Van Den Berg
- , Peter VandeHaar
- , Scott Vrieze
- , Tarik Walker
- , Robert Wallace
- , Avram Walts
- , Fei Fei Wang
- , Heming Wang
- , Karol Watson
- , Daniel E. Weeks
- , Bruce Weir
- , Scott Weiss
- , Lu-Chen Weng
- , Jennifer Wessel
- , Cristen J. Willer
- , Kayleen Williams
- , L. Keoki Williams
- , Carla Wilson
- , James G. Wilson
- , Quenna Wong
- , Joseph Wu
- , Huichun Xu
- , Lisa R. Yanek
- , Ivana Yang
- , Rongze Yang
- , Norann Zaghloul
- , Maryam Zekavat
- , Yingze Zhang
- , Snow Xueyan Zhao
- , Wei Zhao
- , Degui Zhi
- , Xiang Zhou
- , Xiaofeng Zhu
- , Michael Zody
- , Sebastian Zoellner
- , Moustafa Abdalla
- , Gonçalo R. Abecasis
- , Donna K. Arnett
- , Stella Aslibekyan
- , Tim Assimes
- , Elizabeth Atkinson
- , Christie M. Ballantyne
- , Amber Beitelshees
- , Lawrence F. Bielak
- , Joshua Bis
- , Corneliu Bodea
- , Eric Boerwinkle
- , Donald W. Bowden
- , Jennifer Brody
- , Brian Cade
- , Jenna Carlson
- , I-Shou Chang
- , Yii-Der Ida Chen
- , Sung Chun
- , Ren-Hua Chung
- , Matthew P. Conomos
- , Adolfo Correa
- , L. Adrienne Cupples
- , Coleen Damcott
- , Paul de Vries
- , Ron Do
- , Amanda Elliott
- , Mao Fu
- , Andrea Ganna
- , Da-Wei Gong
- , Sarah Graham
- , Mary Haas
- , Bernhard Haring
- , Jiang He
- , Susan Heckbert
- , Blanca Himes
- , James Hixson
- , Marguerite R. Irvin
- , Deepti Jain
- , Gail Jarvik
- , Min A. Jhun
- , Jicai Jiang
- , Goo Jun
- , Rita Kalyani
- , Sharon L. R. Kardia
- , Sekar Kathiresan
- , Amit Khera
- , Derek Klarin
- , Charles L. Kooperberg
- , Brian Kral
- , Leslie Lange
- , Cathy C. Laurie
- , Cecelia Laurie
- , Rozenn Lemaitre
- , Zilin Li
- , Xihao Li
- , Xihong Lin
- , Michael C. Mahaney
- , Ani W. Manichaikul
- , Lisa W. Martin
- , Rasika A. Mathias
- , Ravi Mathur
- , Stephen T. McGarvey
- , Caitlin McHugh
- , John McLenithan
- , Julie Mikulla
- , Braxton D. Mitchell
- , May E. Montasser
- , Andrew Moran
- , Alanna C. Morrison
- , Tetsushi Nakao
- , Pradeep Natarajan
- , Deborah Nickerson
- , Kari North
- , Jeffrey R. O’Connell
- , Christopher O’Donnell
- , Nicholette D. Palmer
- , Akhil Pampana
- , Aniruddh Patel
- , Gina M. Peloso
- , James Perry
- , Ulrike Peters
- , Patricia A. Peyser
- , James Pirruccello
- , Toni Pollin
- , Michael Preuss
- , Bruce M. Psaty
- , D. C. Rao
- , Susan Redline
- , Robert Reed
- , Alex Reiner
- , Stephen S. Rich
- , Samantha Rosenthal
- , Jerome I. Rotter
- , Jenny Schoenberg
- , Margaret Sunitha Selvaraj
- , Wayne Hui-Heng Sheu
- , Jennifer A. Smith
- , Tamar Sofer
- , Adrienne M. Stilp
- , Shamil R. Sunyaev
- , Ida Surakka
- , Carole Sztalryd
- , Hua Tang
- , Kent D. Taylor
- , Michael Y. Tsai
- , Md Mesbah Uddin
- , Sarah Urbut
- , Marie Verbanck
- , Ann Von Holle
- , Heming Wang
- , Fei Fei Wang
- , Kerri Wiggins
- , Cristen J. Willer
- , James G. Wilson
- , Brooke Wolford
- , Huichun Xu
- , Lisa R. Yanek
- , Norann Zaghloul
- , Maryam Zekavat
- , Jingwen Zhang
- , Benjamin M. Neale
- , Shamil R. Sunyaev
- , Gonçalo R. Abecasis
- , Jerome I. Rotter
- , Cristen J. Willer
- , Gina M. Peloso
- , Pradeep Natarajan
- & Xihong Lin
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Multi-ancestry study of blood lipid levels identifies four loci interacting with physical activity
- Tuomas O. Kilpeläinen
- , Amy R. Bentley
- , Raymond Noordam
- , Yun Ju Sung
- , Karen Schwander
- , Thomas W. Winkler
- , Hermina Jakupović
- , Daniel I. Chasman
- , Alisa Manning
- , Ioanna Ntalla
- , Hugues Aschard
- , Michael R. Brown
- , Lisa de las Fuentes
- , Nora Franceschini
- , Xiuqing Guo
- , Dina Vojinovic
- , Stella Aslibekyan
- , Mary F. Feitosa
- , Minjung Kho
- , Solomon K. Musani
- , Melissa Richard
- , Heming Wang
- , Zhe Wang
- , Traci M. Bartz
- , Lawrence F. Bielak
- , Archie Campbell
- , Rajkumar Dorajoo
- , Virginia Fisher
- , Fernando P. Hartwig
- , Andrea R. V. R. Horimoto
- , Changwei Li
- , Kurt K. Lohman
- , Jonathan Marten
- , Xueling Sim
- , Albert V. Smith
- , Salman M. Tajuddin
- , Maris Alver
- , Marzyeh Amini
- , Mathilde Boissel
- , Jin Fang Chai
- , Xu Chen
- , Jasmin Divers
- , Evangelos Evangelou
- , Chuan Gao
- , Mariaelisa Graff
- , Sarah E. Harris
- , Meian He
- , Fang-Chi Hsu
- , Anne U. Jackson
- , Jing Hua Zhao
- , Aldi T. Kraja
- , Brigitte Kühnel
- , Federica Laguzzi
- , Leo-Pekka Lyytikäinen
- , Ilja M. Nolte
- , Rainer Rauramaa
- , Muhammad Riaz
- , Antonietta Robino
- , Rico Rueedi
- , Heather M. Stringham
- , Fumihiko Takeuchi
- , Peter J. van der Most
- , Tibor V. Varga
- , Niek Verweij
- , Erin B. Ware
- , Wanqing Wen
- , Xiaoyin Li
- , Lisa R. Yanek
- , Najaf Amin
- , Donna K. Arnett
- , Eric Boerwinkle
- , Marco Brumat
- , Brian Cade
- , Mickaël Canouil
- , Yii-Der Ida Chen
- , Maria Pina Concas
- , John Connell
- , Renée de Mutsert
- , H. Janaka de Silva
- , Paul S. de Vries
- , Ayşe Demirkan
- , Jingzhong Ding
- , Charles B. Eaton
- , Jessica D. Faul
- , Yechiel Friedlander
- , Kelley P. Gabriel
- , Mohsen Ghanbari
- , Franco Giulianini
- , Chi Charles Gu
- , Dongfeng Gu
- , Tamara B. Harris
- , Jiang He
- , Sami Heikkinen
- , Chew-Kiat Heng
- , Steven C. Hunt
- , M. Arfan Ikram
- , Jost B. Jonas
- , Woon-Puay Koh
- , Pirjo Komulainen
- , Jose E. Krieger
- , Stephen B. Kritchevsky
- , Zoltán Kutalik
- , Johanna Kuusisto
- , Carl D. Langefeld
- , Claudia Langenberg
- , Lenore J. Launer
- , Karin Leander
- , Rozenn N. Lemaitre
- , Cora E. Lewis
- , Jingjing Liang
- , Behrooz Z. Alizadeh
- , H. Marike Boezen
- , Lude Franke
- , Gerjan Navis
- , Marianne Rots
- , Morris Swertz
- , Bruce H. R. Wolffenbuttel
- , Cisca Wijmenga
- , Jianjun Liu
- , Reedik Mägi
- , Ani Manichaikul
- , Thomas Meitinger
- , Andres Metspalu
- , Yuri Milaneschi
- , Karen L. Mohlke
- , Thomas H. Mosley Jr.
- , Alison D. Murray
- , Mike A. Nalls
- , Ei-Ei Khaing Nang
- , Christopher P. Nelson
- , Sotoodehnia Nona
- , Jill M. Norris
- , Chiamaka Vivian Nwuba
- , Jeff O’Connell
- , Nicholette D. Palmer
- , George J. Papanicolau
- , Raha Pazoki
- , Nancy L. Pedersen
- , Annette Peters
- , Patricia A. Peyser
- , Ozren Polasek
- , David J. Porteous
- , Alaitz Poveda
- , Olli T. Raitakari
- , Stephen S. Rich
- , Neil Risch
- , Jennifer G. Robinson
- , Lynda M. Rose
- , Igor Rudan
- , Pamela J. Schreiner
- , Robert A. Scott
- , Stephen S. Sidney
- , Mario Sims
- , Jennifer A. Smith
- , Harold Snieder
- , Tamar Sofer
- , John M. Starr
- , Barbara Sternfeld
- , Konstantin Strauch
- , Hua Tang
- , Kent D. Taylor
- , Michael Y. Tsai
- , Jaakko Tuomilehto
- , André G. Uitterlinden
- , M. Yldau van der Ende
- , Diana van Heemst
- , Trudy Voortman
- , Melanie Waldenberger
- , Patrik Wennberg
- , Gregory Wilson
- , Yong-Bing Xiang
- , Jie Yao
- , Caizheng Yu
- , Jian-Min Yuan
- , Wei Zhao
- , Alan B. Zonderman
- , Diane M. Becker
- , Michael Boehnke
- , Donald W. Bowden
- , Ulf de Faire
- , Ian J. Deary
- , Paul Elliott
- , Tõnu Esko
- , Barry I. Freedman
- , Philippe Froguel
- , Paolo Gasparini
- , Christian Gieger
- , Norihiro Kato
- , Markku Laakso
- , Timo A. Lakka
- , Terho Lehtimäki
- , Patrik K. E. Magnusson
- , Albertine J. Oldehinkel
- , Brenda W. J. H. Penninx
- , Nilesh J. Samani
- , Xiao-Ou Shu
- , Pim van der Harst
- , Jana V. Van Vliet-Ostaptchouk
- , Peter Vollenweider
- , Lynne E. Wagenknecht
- , Ya X. Wang
- , Nicholas J. Wareham
- , David R. Weir
- , Tangchun Wu
- , Wei Zheng
- , Xiaofeng Zhu
- , Michele K. Evans
- , Paul W. Franks
- , Vilmundur Gudnason
- , Caroline Hayward
- , Bernardo L. Horta
- , Tanika N. Kelly
- , Yongmei Liu
- , Kari E. North
- , Alexandre C. Pereira
- , Paul M. Ridker
- , E. Shyong Tai
- , Rob M. van Dam
- , Ervin R. Fox
- , Sharon L. R. Kardia
- , Ching-Ti Liu
- , Dennis O. Mook-Kanamori
- , Michael A. Province
- , Susan Redline
- , Cornelia M. van Duijn
- , Jerome I. Rotter
- , Charles B. Kooperberg
- , W. James Gauderman
- , Bruce M. Psaty
- , Kenneth Rice
- , Patricia B. Munroe
- , Myriam Fornage
- , L. Adrienne Cupples
- , Charles N. Rotimi
- , Alanna C. Morrison
- , Dabeeru C. Rao
- & Ruth J. F. Loos
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Lipids, obesity and gallbladder disease in women: insights from genetic studies using the cardiovascular gene-centric 50K SNP array
- Santiago Rodriguez
- , Tom R Gaunt
- , Yiran Guo
- , Jie Zheng
- , Michael R Barnes
- , Weihang Tang
- , Fazal Danish
- , Andrew Johnson
- , Berta A Castillo
- , Yun R Li
- , Hakon Hakonarson
- , Sarah G Buxbaum
- , Tom Palmer
- , Michael Y Tsai
- , Leslie A Lange
- , Shah Ebrahim
- , George Davey Smith
- , Debbie A Lawlor
- , Aaron R Folsom
- , Ron Hoogeveen
- , Alex Reiner
- , Brendan Keating
- & Ian NM Day
