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PMID: 21917140 Published · epublish English Journal Article Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't

The functional spectrum of low-frequency coding variation.

Genome biology ·Vol. 12 ·No. 9 ·2011-09-14 ·Pages R84

Marth GT, Yu F, Indap AR, Garimella K, Gravel S, Leong WF, Tyler-Smith C, Bainbridge M, Blackwell T, Zheng-Bradley X, Chen Y, Challis D, Clarke L, Ball EV, Cibulskis K, Cooper DN, Fulton B, Hartl C, Koboldt D, Muzny D, Smith R, Sougnez C, Stewart C, Ward A, Yu J, Xue Y, Altshuler D, Bustamante CD, Clark AG, Daly M, DePristo M, Flicek P, Gabriel S, Mardis E, Palotie A, Gibbs R, 1000 Genomes Project

Abstract

Rare coding variants constitute an important class of human genetic variation, but are underrepresented in current databases that are based on small population samples. Recent studies show that variants altering amino acid sequence and protein function are enriched at low variant allele frequency, 2 to 5%, but because of insufficient sample size it is not clear if the same trend holds for rare variants below 1% allele frequency. The 1000 Genomes Exon Pilot Project has collected deep-coverage exon-capture data in roughly 1,000 human genes, for nearly 700 samples. Although medical whole-exome projects are currently afoot, this is still the deepest reported sampling of a large number of human genes with next-generation technologies. According to the goals of the 1000 Genomes Project, we created effective informatics pipelines to process and analyze the data, and discovered 12,758 exonic SNPs, 70% of them novel, and 74% below 1% allele frequency in the seven population samples we examined. Our analysis confirms that coding variants below 1% allele frequency show increased population-specificity and are enriched for functional variants. This study represents a large step toward detecting and interpreting low frequency coding variation, clearly lays out technical steps for effective analysis of DNA capture data, and articulates functional and population properties of this important class of genetic variation.

MeSH Terms
Algorithms Alleles Base Sequence Exons Gene Frequency Genetics, Population Genome, Human Genotype Humans INDEL Mutation Oligonucleotide Array Sequence Analysis Polymorphism, Single Nucleotide Sensitivity and Specificity Sequence Alignment/methods Sequence Analysis, DNA/methods
Authors & Affiliations
37 authors, click to expand affiliations / ORCID
Marth Gabor T
Department of Biology, Boston College, 140 Commonwealth Avenue, Chestnut Hill, MA 02467, USA. [email protected]
Yu Fuli
Indap Amit R
Garimella Kiran
Gravel Simon
Leong Wen Fung
Tyler-Smith Chris
Bainbridge Matthew
Blackwell Tom
Zheng-Bradley Xiangqun
Chen Yuan
Challis Danny
Clarke Laura
Ball Edward V
Cibulskis Kristian
Cooper David N
Fulton Bob
Hartl Chris
Koboldt Dan
Muzny Donna
Smith Richard
Sougnez Carrie
Stewart Chip
Ward Alistair
Yu Jin
Xue Yali
Altshuler David
Bustamante Carlos D
Clark Andrew G
Daly Mark
DePristo Mark
Flicek Paul
Gabriel Stacey
Mardis Elaine
Palotie Aarno
Gibbs Richard
1000 Genomes Project
Investigators
373 investigators, click to expand
Durbin Richard M
Burton John
Carter David M
Churcher Carol
Coffey Alison
Cox Anthony
Palotie Aarno
Quail Michael
Skelly Tom
Stalker James
Swerdlow Harold P
Turner Daniel
Ayub Qasim
Balasubramaniam Senduran
Barrett Jeffrey C
Chen Yuan
Conrad Donald F
Danecek Petr
Hu Min
Huang Ni
Hurles Matt E
Jostins Luke
Keane Thomas M
Le Si Quang
Lindsay Sarah
Long Quan
MacArthur Daniel G
Parts Leopold
Tyler-Smith Chris
Walter Klaudia
Xue Yali
Zhang Yujun
Coffey Allison
Scott Carol
Gabriel Stacey B
Lander Eric S
Lander Eric S
Altshuler David
Ambrogio Lauren
Bloom Toby
Cibulskis Kristian
Fennell Tim J
Gabriel Stacey B
Jaffe David B
Shefler Erica
Sougnez Carrie L
Daly Mark J
DePristo Mark A
Ball Aaron D
Banks Eric
Garimella Kiran V
Grossman Sharon R
Handsaker Robert E
Hanna Matt
Hartl Chris
Kernytsky Andrew M
Korn Joshua M
Li Heng
Maguire Jared R
McCarroll Steven A
McKenna Aaron
Nemesh James C
Philippakis Anthony A
Poplin Ryan E
Rivas Manuel A
Sabeti Pardis C
Schaffner Stephen F
Shlyakhter Ilya A
DePristo Mark A
Wilkinson Jane
Altshuler David
Altshuler David
McCarroll Steven A
Li Yun
Anderson Paul
Blackwell Tom
Chen Wei
Ding Jun
Kang Hyun Min
Sidore Carlo
Snyder Matthew
Zhan Xiaowei
Zllner Sebastian
Abecasis Gonßalo R
Bentley David R
Gormley Niall
Humphray Sean
Kingsbury Zoya
Kokko-Gonzales Paula
Stone Jennifer
Cheetham R Keira
Cox Tony
Eberle Michael
James Terena
Kahn Scott
Murray Lisa
Chakravarti Aravinda
Clark Andrew G
Degenhardt Jeremiah
Collins Francis S
De la Vega Francisco M
Hyland Fiona C L
Sakarya Onur
Sun Yongming A
Donnelly Peter
McVean Gil A
Auton Adam
Iqbal Zamin
Lunter Gerton
Marchini Jonathan L
Myers Simon
Egholm Michael
Flicek Paul
Clarke Laura
Cunningham Fiona
Herrero Javier
Keenen Stephen
Kulesha Eugene
Leinonen Rasko
McLaren William M
Radhakrishnan Rajesh
Smith Richard E
Zalunin Vadim
Zheng-Bradley Xiangqun
Gibbs Richard A
Deiros David
Metzker Mike
Muzny Donna
Reid Jeff
Wheeler David
Bainbridge Matthew
Challis Danny
Sabo Aniko
Yu Fuli
Yu Jin
Coafra Cristian
Dinh Huyen
Kovar Christie
Lee Sandy
Nazareth Lynne
Knoppers Bartha M
Lehrach Hans
Sudbrak Ralf
Borodina Tatiana A
Davydov Alexey N
Marquardt Peter
Mertes Florian
Nietfeld Wilfiried
Soldatov Aleksey V
Timmermann Bernd
Tolzmann Marius
Albrecht Marcus W
Amstislavskiy Vyacheslav S
Herwig Ralf
Parkhomchuk Dimitri V
Mardis Elaine R
Wilson Richard K
Dooling David
Fulton Lucinda
Fulton Robert
Weinstock George
Chen Ken
Chinwalla Asif
Ding Li
Koboldt Daniel C
McLellan Mike D
Wallis John W
Wendl Michael C
Zhang Qunyuan
Marchini Jonathan L
Moutsianas Loukas
Myers Simon
Tumian Afidalina
McVean Gil A
Nickerson Deborah A
Aksay Gozde
Kidd Jeffrey M
Schafer Alan J
Duncanson Audrey
Sherry Stephen T
Agarwala Richa
Khouri Hoda M
Morgulis Aleksandr O
Paschall Justin E
Phan Lon D
Rotmistrovsky Kirill E
Sanders Robert D
Shumway Martin F
Xiao Chunlin
Wang Jun
Jian Min
Li Guoqing
Li Ruiqiang
Liang Huiqing
Tian Geng
Wang Bo
Wang Jian
Wang Wei
Yang Huanming
Zhang Xiuqing
Zheng Huisong
Wang Jun
Fang Xiaodong
Guo Xiaosen
Li Yingrui
Luo Ruibang
Tai Shuaishuai
Wu Honglong
Zheng Hancheng
Zheng Xiaole
Zhou Yan
Li Taosha
Su Yeyang
Wang Jun
Li Ruiqiang
McKernan Kevin J
Costa Gina L
Ichikawa Jeffry K
Lee Clarence C
Fu Yutao
Manning Jonathan M
McLaughlin Stephen F
Peckham Heather E
Tsung Eric F
Dahl Andreas
Rosenstiel Philip
Schreiber Stefan
Affourtit Jason
Ashworth Dana
Attiya Said
Bachorski Melissa
Buglione Eli
Burke Adam
Caprio Amanda
Celone Christopher
Clark Shauna
Conners David
Desany Brian
Gu Lisa
Guccione Lorri
Kao Kalvin
Kebbel Andrew
Knowlton Jennifer
Labrecque Matthew
McDade Louise
Mealmaker Craig
Minderman Melissa
Nawrocki Anne
Niazi Faheem
Pareja Kristen
Ramenani Ravi
Riches David
Song Wanmin
Turcotte Cynthia
Wang Shally
Knight James
Winer Roger
Palotie Aarno
De Witte Anniek
Giles Shane
Marth Gabor T
Garrison Erik P
Indap Amit
Kural Deniz
Lee Wan-Ping
Leong Wen Fung
Stewart Chip
Ward Alistair N
Wu Jiantao
Huang Weichun
Quinlan Aaron R
Stromberg Michael P
Lee Charles
Mills Ryan E
Shi Xinghua
Altshuler David
Browning Brian L
Grossman Sharon R
Sabeti Pardis C
Shlyakhter Ilya A
Price Alkes
Cooper David N
Ball Edward V
Mort Matthew
Phillips Andrew D
Stenson Peter D
Sebat Jonathan
Makarov Vladimir
Yoon Seungtai C
Ye Kenny
Bustamante Carlos D
Snyder Michael
Grubert Fabian
Lam Hugo Y K
Urban Alexander E
Kaganovich Mark
Kidd Jeffrey M
Gravel Simon
Sttz Adrian M
Korbel Jan O
Ye Kai
Batzer Mark A
Konkel Miriam K
Walker Jerilyn A
Craig David W
Beckstrom-Sternberg Steve M
Christoforides Alexis
Kurdoglu Ahmet A
Pearson John V
Sinari Shripad A
Tembe Waibhav D
Haussler David
Hinrichs Angie S
Katzman Sol J
Kern Andrew
Kuhn Robert M
Przeworski Molly
Hernandez Ryan D
Howie Bryan
Kelley Joanna L
Melton S Cord
Cookson William O
Moffatt Miriam F
Lathrop Mark
Liang Liming
Scheet Paul
Awadalla Philip
Casals Ferran
Idaghdour Youssef
Keebler Jonathan
Stone Eric A
Zilversmit Martine
Xing Jinchuan
Jorde Lynn
Eichler Evan E
Alkan Can
Hajirasouliha Iman
Hormozdiari Fereydoun
Albers Cornelis A
Dermitzakis Emmanouil T
Montgomery Stephen B
Jin Hanjun
Gerstein Mark B
Abyzov Alexej
Habegger Lukas
Haraksingh Rajini
Jee Justin
Leng Jing
Mu Xinmeng Jasmine
Bjornson Robert
Du Jiang
Gerstein Mark B
Balasubramanian Suganthi
Khurana Ekta
Zhang Zhengdong
Urban Alexander E
Gharani Neda
Toji Lorraine H
Kaye Jane S
Kent Alastair
McGuire Amy L
Ossorio Pilar N
Rotimi Charles N
Brooks Lisa D
Felsenfeld Adam L
McEwen Jean E
Clemm Nicholas C
Guyer Mark S
Peterson Jane L
Abdallah Assya
Juenger Christopher R
Green Eric D
Cartwright Reed A
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Article Info
Journal
Genome biology
Abbr.
Genome Biol
ISSN
1474-760X
Published
2011-09-14
Epub
2011-00-14
Pages
R84
Language
English
Region
England
NLM ID
100960660
PMCID
PMC3308047
Subset
IM
Grants
NHGRI NIH HHS · 1U01HG005211-0109 · United States
Wellcome Trust · WT 077009 · United Kingdom
NHGRI NIH HHS · U54 HG003067 · United States
NHGRI NIH HHS · R01 HG003229 · United States
NHGRI NIH HHS · U54 HG003273 · United States
Wellcome Trust · 090532 · United Kingdom
NHGRI NIH HHS · R01 HG004719 · United States
NHGRI NIH HHS · 5U54HG003273 · United States
NIDDK NIH HHS · P30 DK043351 · United States
NHGRI NIH HHS · RC2 HG005552 · United States
Wellcome Trust · 085532 · United Kingdom
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