Hosking Louise, Lumsden Sheena, Lewis Karen, Yeo Astrid, McCarthy Linda, Bansal Aruna, Riley John, Purvis Ian, Xu Chun-Fang
GlaxoSmithKline Medicines Research Centre, Gunnels Wood Rd, Stevenage, Hertfordshire SG1 2NY, UK.
Eur J Hum Genet. 2004 May;12(5):395-9. doi: 10.1038/sj.ejhg.5201164.
Genotyping data sets may contain errors that, in some instances, lead to false conclusions. Deviation from Hardy-Weinberg equilibrium (HWE) in random samples may be indicative of problematic assays. This study has analysed 107,000 genotypes generated by TaqMan, RFLP, sequencing or mass spectrometric methods from 443 single-nucleotide polymorphisms (SNPs). These SNPs are distributed both within genes and in intergenic regions. Genotype distributions for 36 out of 313 assays (11.5%) whose minor allele frequencies were >0.05 deviated from HWE (P<0.05). Some of the possible reasons for this deviation were explored: assays for five SNPs proved nonspecific, and genotyping errors were identified in 21 SNPs. For the remaining 10 SNPs, no reasons for deviation from HWE were identified. We demonstrate the successful identification of a proportion of nonspecific assays, and assays harbouring genotyping error. Consequently, our current high-throughput genotyping system incorporates tests for both assay specificity and deviation from HWE, to minimise the genotype error rate and therefore improve data quality.
基因分型数据集可能包含错误,在某些情况下会导致错误结论。随机样本中偏离哈迪-温伯格平衡(HWE)可能表明检测存在问题。本研究分析了通过TaqMan、限制性片段长度多态性(RFLP)、测序或质谱方法从443个单核苷酸多态性(SNP)产生的107,000个基因型。这些SNP分布在基因内部和基因间区域。在313项次要等位基因频率>0.05的检测中,有36项(11.5%)的基因型分布偏离了HWE(P<0.05)。探讨了这种偏差的一些可能原因:5个SNP的检测被证明是非特异性的,并且在21个SNP中发现了基因分型错误。对于其余10个SNP,未发现偏离HWE的原因。我们证明了成功识别出一部分非特异性检测以及存在基因分型错误的检测。因此,我们当前的高通量基因分型系统纳入了检测特异性和偏离HWE的测试,以最小化基因型错误率,从而提高数据质量。