首页 | 本学科首页   官方微博 | 高级检索  
   检索      


Evaluating the effects of imputation on the power, coverage, and cost efficiency of genome-wide SNP platforms
Authors:Anderson Carl A  Pettersson Fredrik H  Barrett Jeffrey C  Zhuang Joanna J  Ragoussis Jiannis  Cardon Lon R  Morris Andrew P
Institution:1 The Wellcome Trust Centre for Human Genetics, University of Oxford, Roosevelt Drive, OX3 7BN Oxford, UK
2 Fred Hutchinson Cancer Research Center, Mail Stop C3-168, P.O. Box 19024, Seattle, WA 98109-1024, USA
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.
Keywords:
本文献已被 ScienceDirect PubMed 等数据库收录!
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号