Department of Rheumatology, Shanghai Changzheng Hospital, The Second Military Medical University, 200003 Shanghai, China.
G3 (Bethesda). 2013 Jan;3(1):23-9. doi: 10.1534/g3.112.004069. Epub 2013 Jan 1.
Most genome-wide association studies to date have been performed in populations of European descent, but there is increasing interest in expanding these studies to other populations. The performance of genotyping chips in Asian populations is not well established. Therefore, we sought to test the performance of widely used fixed-marker, genome-wide association studies chips in the Han Chinese population. Non-HapMap Chinese samples (n = 396) were genotyped using the Illumina OmniExpress and Affymetrix 6.0 platforms, whereas a subset also were genotyped using the Immunochip. Genotyped markers from the Affymetrix 6.0 and Illumina OmniExpress were used for full genome imputation based on the HapMap 2 JPT+CHB (Japanese from Tokyo, Japan and Chinese from Beijing, China) reference panel. The concordance between markers genotypes for the three platforms was very high whether directly genotyped or genotyped and imputed single nucleotide polymorphisms (SNPs; >99.8% for directly genotyped and >99.5% for genotyped and imputed SNPs, respectively) were compared. The OmniExpress chip data enabled more SNPs to be imputed, particularly SNPs with minor allele frequency >5%. The OmniExpress chip achieved better coverage of HapMap SNPs than the Affymetrix 6.0 chip (73.6% vs. 65.9%, respectively, for minor allele frequency >5%). The Affymetrix 6.0 and Illumina OmniExpress chip have similar genotyping accuracy and provide similar accuracy of imputed SNPs. The OmniExpress chip however provides better coverage of Asian HapMap SNPs, although its coverage of HapMap SNPs is moderate.
迄今为止,大多数全基因组关联研究都是在欧洲血统的人群中进行的,但人们越来越有兴趣将这些研究扩展到其他人群。基因分型芯片在亚洲人群中的性能尚未得到很好的确定。因此,我们试图测试广泛使用的固定标记全基因组关联研究芯片在汉族人群中的性能。非 HapMap 中国样本(n = 396)使用 Illumina OmniExpress 和 Affymetrix 6.0 平台进行基因分型,而一部分样本也使用 Immunochip 进行基因分型。基于 HapMap 2 JPT+CHB(日本东京和中国北京的日本人及中国人)参考面板,使用 Affymetrix 6.0 和 Illumina OmniExpress 基因分型标记进行全基因组单核苷酸多态性(SNP)的全基因组推测。直接基因分型或基因分型和推测 SNP 时,三种平台的标记基因型之间的一致性非常高(直接基因分型的 SNP >99.8%,基因分型和推测 SNP >99.5%)。OmniExpress 芯片数据可实现更多 SNP 的推测,尤其是次要等位基因频率>5%的 SNP。OmniExpress 芯片比 Affymetrix 6.0 芯片更好地覆盖 HapMap SNP(次要等位基因频率>5%时,分别为 73.6%和 65.9%)。Affymetrix 6.0 和 Illumina OmniExpress 芯片具有相似的基因分型准确性,并提供相似的 SNP 推测准确性。然而,OmniExpress 芯片对亚洲 HapMap SNP 的覆盖更好,尽管其对 HapMap SNP 的覆盖中等。