Literature DB >> 18589396

Evaluating the effects of imputation on the power, coverage, and cost efficiency of genome-wide SNP platforms.

Carl A Anderson1, Fredrik H Pettersson, Jeffrey C Barrett, Joanna J Zhuang, Jiannis Ragoussis, Lon R Cardon, Andrew P Morris.   

Abstract

Genotype imputation is potentially a zero-cost method for bridging gaps in coverage and power between genotyping platforms. Here, we quantify these gains in power and coverage by using 1,376 population controls that are from the 1958 British Birth Cohort and were genotyped by the Wellcome Trust Case-Control Consortium with the Illumina HumanHap 550 and Affymetrix SNP Array 5.0 platforms. Approximately 50% of genotypes at single-nucleotide polymorphisms (SNPs) exclusively on the HumanHap 550 can be accurately imputed from direct genotypes on the SNP Array 5.0 or Illumina HumanHap 300. This roughly halves differences in coverage and power between the platforms. When the relative cost of currently available genome-wide SNP platforms is accounted for, and finances are limited but sample size is not, the highest-powered strategy in European populations is to genotype a larger number of individuals with the HumanHap 300 platform and carry out imputation. Platforms consisting of around 1 million SNPs offer poor cost efficiency for SNP association in European populations.

Mesh:

Year:  2008        PMID: 18589396      PMCID: PMC2443836          DOI: 10.1016/j.ajhg.2008.06.008

Source DB:  PubMed          Journal:  Am J Hum Genet        ISSN: 0002-9297            Impact factor:   11.025


  11 in total

1.  A haplotype map of the human genome.

Authors: 
Journal:  Nature       Date:  2005-10-27       Impact factor: 49.962

2.  Cohort profile: 1958 British birth cohort (National Child Development Study).

Authors:  Chris Power; Jane Elliott
Journal:  Int J Epidemiol       Date:  2005-09-09       Impact factor: 7.196

3.  Evaluating coverage of genome-wide association studies.

Authors:  Jeffrey C Barrett; Lon R Cardon
Journal:  Nat Genet       Date:  2006-05-21       Impact factor: 38.330

4.  A new multipoint method for genome-wide association studies by imputation of genotypes.

Authors:  Jonathan Marchini; Bryan Howie; Simon Myers; Gil McVean; Peter Donnelly
Journal:  Nat Genet       Date:  2007-06-17       Impact factor: 38.330

5.  A genome-wide association study of nonsynonymous SNPs identifies a type 1 diabetes locus in the interferon-induced helicase (IFIH1) region.

Authors:  Deborah J Smyth; Jason D Cooper; Rebecca Bailey; Sarah Field; Oliver Burren; Luc J Smink; Cristian Guja; Constantin Ionescu-Tirgoviste; Barry Widmer; David B Dunger; David A Savage; Neil M Walker; David G Clayton; John A Todd
Journal:  Nat Genet       Date:  2006-05-14       Impact factor: 38.330

6.  Genome-wide association study identifies new susceptibility loci for Crohn disease and implicates autophagy in disease pathogenesis.

Authors:  John D Rioux; Ramnik J Xavier; Kent D Taylor; Mark S Silverberg; Philippe Goyette; Alan Huett; Todd Green; Petric Kuballa; M Michael Barmada; Lisa Wu Datta; Yin Yao Shugart; Anne M Griffiths; Stephan R Targan; Andrew F Ippoliti; Edmond-Jean Bernard; Ling Mei; Dan L Nicolae; Miguel Regueiro; L Philip Schumm; A Hillary Steinhart; Jerome I Rotter; Richard H Duerr; Judy H Cho; Mark J Daly; Steven R Brant
Journal:  Nat Genet       Date:  2007-04-15       Impact factor: 38.330

7.  A common allele on chromosome 9 associated with coronary heart disease.

Authors:  Ruth McPherson; Alexander Pertsemlidis; Nihan Kavaslar; Alexandre Stewart; Robert Roberts; David R Cox; David A Hinds; Len A Pennacchio; Anne Tybjaerg-Hansen; Aaron R Folsom; Eric Boerwinkle; Helen H Hobbs; Jonathan C Cohen
Journal:  Science       Date:  2007-05-03       Impact factor: 47.728

8.  Evaluating cost efficiency of SNP chips in genome-wide association studies.

Authors:  Chun Li; Mingyao Li; Ji-Rong Long; Qiuyin Cai; Wei Zheng
Journal:  Genet Epidemiol       Date:  2008-07       Impact factor: 2.135

Review 9.  Challenges and standards in integrating surveys of structural variation.

Authors:  Stephen W Scherer; Charles Lee; Ewan Birney; David M Altshuler; Evan E Eichler; Nigel P Carter; Matthew E Hurles; Lars Feuk
Journal:  Nat Genet       Date:  2007-07       Impact factor: 38.330

10.  A second generation human haplotype map of over 3.1 million SNPs.

Authors:  Kelly A Frazer; Dennis G Ballinger; David R Cox; David A Hinds; Laura L Stuve; Richard A Gibbs; John W Belmont; Andrew Boudreau; Paul Hardenbol; Suzanne M Leal; Shiran Pasternak; David A Wheeler; Thomas D Willis; Fuli Yu; Huanming Yang; Changqing Zeng; Yang Gao; Haoran Hu; Weitao Hu; Chaohua Li; Wei Lin; Siqi Liu; Hao Pan; Xiaoli Tang; Jian Wang; Wei Wang; Jun Yu; Bo Zhang; Qingrun Zhang; Hongbin Zhao; Hui Zhao; Jun Zhou; Stacey B Gabriel; Rachel Barry; Brendan Blumenstiel; Amy Camargo; Matthew Defelice; Maura Faggart; Mary Goyette; Supriya Gupta; Jamie Moore; Huy Nguyen; Robert C Onofrio; Melissa Parkin; Jessica Roy; Erich Stahl; Ellen Winchester; Liuda Ziaugra; David Altshuler; Yan Shen; Zhijian Yao; Wei Huang; Xun Chu; Yungang He; Li Jin; Yangfan Liu; Yayun Shen; Weiwei Sun; Haifeng Wang; Yi Wang; Ying Wang; Xiaoyan Xiong; Liang Xu; Mary M Y Waye; Stephen K W Tsui; Hong Xue; J Tze-Fei Wong; Luana M Galver; Jian-Bing Fan; Kevin Gunderson; Sarah S Murray; Arnold R Oliphant; Mark S Chee; Alexandre Montpetit; Fanny Chagnon; Vincent Ferretti; Martin Leboeuf; Jean-François Olivier; Michael S Phillips; Stéphanie Roumy; Clémentine Sallée; Andrei Verner; Thomas J Hudson; Pui-Yan Kwok; Dongmei Cai; Daniel C Koboldt; Raymond D Miller; Ludmila Pawlikowska; Patricia Taillon-Miller; Ming Xiao; Lap-Chee Tsui; William Mak; You Qiang Song; Paul K H Tam; Yusuke Nakamura; Takahisa Kawaguchi; Takuya Kitamoto; Takashi Morizono; Atsushi Nagashima; Yozo Ohnishi; Akihiro Sekine; Toshihiro Tanaka; Tatsuhiko Tsunoda; Panos Deloukas; Christine P Bird; Marcos Delgado; Emmanouil T Dermitzakis; Rhian Gwilliam; Sarah Hunt; Jonathan Morrison; Don Powell; Barbara E Stranger; Pamela Whittaker; David R Bentley; Mark J Daly; Paul I W de Bakker; Jeff Barrett; Yves R Chretien; Julian Maller; Steve McCarroll; Nick Patterson; Itsik Pe'er; Alkes Price; Shaun Purcell; Daniel J Richter; Pardis Sabeti; Richa Saxena; Stephen F Schaffner; Pak C Sham; Patrick Varilly; David Altshuler; Lincoln D Stein; Lalitha Krishnan; Albert Vernon Smith; Marcela K Tello-Ruiz; Gudmundur A Thorisson; Aravinda Chakravarti; Peter E Chen; David J Cutler; Carl S Kashuk; Shin Lin; Gonçalo R Abecasis; Weihua Guan; Yun Li; Heather M Munro; Zhaohui Steve Qin; Daryl J Thomas; Gilean McVean; Adam Auton; Leonardo Bottolo; Niall Cardin; Susana Eyheramendy; Colin Freeman; Jonathan Marchini; Simon Myers; Chris Spencer; Matthew Stephens; Peter Donnelly; Lon R Cardon; Geraldine Clarke; David M Evans; Andrew P Morris; Bruce S Weir; Tatsuhiko Tsunoda; James C Mullikin; Stephen T Sherry; Michael Feolo; Andrew Skol; Houcan Zhang; Changqing Zeng; Hui Zhao; Ichiro Matsuda; Yoshimitsu Fukushima; Darryl R Macer; Eiko Suda; Charles N Rotimi; Clement A Adebamowo; Ike Ajayi; Toyin Aniagwu; Patricia A Marshall; Chibuzor Nkwodimmah; Charmaine D M Royal; Mark F Leppert; Missy Dixon; Andy Peiffer; Renzong Qiu; Alastair Kent; Kazuto Kato; Norio Niikawa; Isaac F Adewole; Bartha M Knoppers; Morris W Foster; Ellen Wright Clayton; Jessica Watkin; Richard A Gibbs; John W Belmont; Donna Muzny; Lynne Nazareth; Erica Sodergren; George M Weinstock; David A Wheeler; Imtaz Yakub; Stacey B Gabriel; Robert C Onofrio; Daniel J Richter; Liuda Ziaugra; Bruce W Birren; Mark J Daly; David Altshuler; Richard K Wilson; Lucinda L Fulton; Jane Rogers; John Burton; Nigel P Carter; Christopher M Clee; Mark Griffiths; Matthew C Jones; Kirsten McLay; Robert W Plumb; Mark T Ross; Sarah K Sims; David L Willey; Zhu Chen; Hua Han; Le Kang; Martin Godbout; John C Wallenburg; Paul L'Archevêque; Guy Bellemare; Koji Saeki; Hongguang Wang; Daochang An; Hongbo Fu; Qing Li; Zhen Wang; Renwu Wang; Arthur L Holden; Lisa D Brooks; Jean E McEwen; Mark S Guyer; Vivian Ota Wang; Jane L Peterson; Michael Shi; Jack Spiegel; Lawrence M Sung; Lynn F Zacharia; Francis S Collins; Karen Kennedy; Ruth Jamieson; John Stewart
Journal:  Nature       Date:  2007-10-18       Impact factor: 49.962

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  51 in total

1.  Evaluating the effective numbers of independent tests and significant p-value thresholds in commercial genotyping arrays and public imputation reference datasets.

Authors:  Miao-Xin Li; Juilian M Y Yeung; Stacey S Cherny; Pak C Sham
Journal:  Hum Genet       Date:  2011-12-06       Impact factor: 4.132

2.  Performance of genotype imputations using data from the 1000 Genomes Project.

Authors:  Yun Ju Sung; Lihua Wang; Tuomo Rankinen; Claude Bouchard; D C Rao
Journal:  Hum Hered       Date:  2011-12-30       Impact factor: 0.444

3.  Mapping of the UGT1A locus identifies an uncommon coding variant that affects mRNA expression and protects from bladder cancer.

Authors:  Wei Tang; Yi-Ping Fu; Jonine D Figueroa; Núria Malats; Montserrat Garcia-Closas; Nilanjan Chatterjee; Manolis Kogevinas; Dalsu Baris; Michael Thun; Jennifer L Hall; Immaculata De Vivo; Demetrius Albanes; Patricia Porter-Gill; Mark P Purdue; Laurie Burdett; Luyang Liu; Amy Hutchinson; Timothy Myers; Adonina Tardón; Consol Serra; Alfredo Carrato; Reina Garcia-Closas; Josep Lloreta; Alison Johnson; Molly Schwenn; Margaret R Karagas; Alan Schned; Amanda Black; Eric J Jacobs; W Ryan Diver; Susan M Gapstur; Jarmo Virtamo; David J Hunter; Joseph F Fraumeni; Stephen J Chanock; Debra T Silverman; Nathaniel Rothman; Ludmila Prokunina-Olsson
Journal:  Hum Mol Genet       Date:  2012-01-06       Impact factor: 6.150

4.  Using Ascertainment for Targeted Resequencing to Increase Power to Identify Causal Variants.

Authors:  M D Swartz; B Peng; C Reyes-Gibby; S Shete
Journal:  Stat Interface       Date:  2011       Impact factor: 0.582

Review 5.  Genome-wide significant associations for variants with minor allele frequency of 5% or less--an overview: A HuGE review.

Authors:  Orestis A Panagiotou; Evangelos Evangelou; John P A Ioannidis
Journal:  Am J Epidemiol       Date:  2010-09-28       Impact factor: 4.897

6.  Practical Consideration of Genotype Imputation: Sample Size, Window Size, Reference Choice, and Untyped Rate.

Authors:  Boshao Zhang; Degui Zhi; Kui Zhang; Guimin Gao; Nita N Limdi; Nianjun Liu
Journal:  Stat Interface       Date:  2011       Impact factor: 0.582

7.  Genotype imputation for African Americans using data from HapMap phase II versus 1000 genomes projects.

Authors:  Yun J Sung; C Charles Gu; Hemant K Tiwari; Donna K Arnett; Ulrich Broeckel; Dabeeru C Rao
Journal:  Genet Epidemiol       Date:  2012-05-29       Impact factor: 2.135

8.  Securing the use of existing sample collections for future human genetic research.

Authors:  George Kanoungi; Peter Nürnberg; Michael Nothnagel
Journal:  Eur J Hum Genet       Date:  2017-02-01       Impact factor: 4.246

9.  A comprehensive evaluation of SNP genotype imputation.

Authors:  Michael Nothnagel; David Ellinghaus; Stefan Schreiber; Michael Krawczak; Andre Franke
Journal:  Hum Genet       Date:  2008-12-17       Impact factor: 4.132

Review 10.  Missing data imputation and haplotype phase inference for genome-wide association studies.

Authors:  Sharon R Browning
Journal:  Hum Genet       Date:  2008-10-11       Impact factor: 4.132

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