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Clinical utility of the low-density Infinium QC genotyping Array in a genomics-based diagnostics laboratory

机译:低密度Infinium QC基因分型阵列在基于基因组学的诊断实验室中的临床应用

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Background With 15,949 markers, the low-density Infinium QC Array-24 BeadChip enables linkage analysis, HLA haplotyping, fingerprinting, ethnicity determination, mitochondrial genome variations, blood groups and pharmacogenomics. It represents an attractive independent QC option for NGS-based diagnostic laboratories, and provides cost-efficient means for determining gender, ethnic ancestry, and sample kinships, that are important for data interpretation of NGS-based genetic tests. Methods We evaluated accuracy and reproducibility of Infinium QC genotyping calls by comparing them with genotyping data of the same samples from other genotyping platforms, whole genome/exome sequencing. Accuracy and robustness of determining gender, provenance, and kinships were assessed. Results Concordance of genotype calls between Infinium QC and other platforms was above 99%. Here we show that the chip’s ancestry informative markers are sufficient for ethnicity determination at continental and sometimes subcontinental levels, with assignment accuracy varying with the coverage for a particular region and ethnic groups. Mean accuracies of provenance prediction at a regional level were varied from 81% for Asia, to 89% for Americas, 86% for Africa, 97% for Oceania, 98% for Europe, and 100% for India. Mean accuracy of ethnicity assignment predictions was 63%. Pairwise concordances of AFR samples with the samples from any other super populations were the lowest (0.39–0.43), while the concordances within the same population were relatively high (0.55–0.61). For all populations except African, cross-population comparisons were similar in their concordance ranges to the range of within-population concordances (0.54–0.57). Gender determination was correct in all tested cases. Conclusions Our results indicate that the Infinium QC Array-24 chip is suitable for cost-efficient, independent QC assaying in the settings of an NGS-based molecular diagnostic laboratory; hence, we recommend its integration into the standard laboratory workflow. Low-density chips can provide sample-specific measures for variant call accuracy, prevent sample mix-ups, validate self-reported ethnicities, and detect consanguineous cases. Integration of low-density chips into QC procedures aids proper interpretation of candidate sequence variants. To enhance utility of this low-density chip, we recommend expansion of ADME and mitochondrial markers. Inexpensive Infinium-like low-density human chips have a potential to become a “Swiss army knife” among genotyping assays suitable for many applications requiring high-throughput assays.
机译:背景低密度Infinium QC Array-24 BeadChip具有15949个标记,可进行连锁分析,HLA单倍型分析,指纹识别,种族确定,线粒体基因组变异,血型和药物基因组学。它代表了基于NGS的诊断实验室的一种有吸引力的独立质量控制选项,并提供了经济高效的方法来确定性别,种族血统和样本血缘,这对于基于NGS的基因测试的数据解释至关重要。方法我们通过将Infinium QC基因分型调用与来自其他基因分型平台的相同样品的基因分型数据,全基因组/外显子组测序进行比较,评估了准确性和可重复性。评估了确定性别,出身和血统的准确性和鲁棒性。结果Infinium QC与其他平台之间的基因型调用一致性高于99%。在这里,我们证明了该芯片的祖先信息标记足以确定大陆乃至次大陆级别的种族,分配准确度随特定地区和种族的覆盖范围而变化。区域一级的起源预测的平均准确度从亚洲的81%到美洲的89%,非洲的86%,大洋洲的97%,欧洲的98%和印度的100%不等。种族分配预测的平均准确性为63%。 AFR样本与其他任何超级种群的样本的成对一致性最低(0.39–0.43),而同一种群内的一致性相对较高(0.55-0.61)。对于除非洲以外的所有人口,跨人口比较的一致性范围与人口内部一致性的范围相似(0.54-0.57)。在所有测试案例中,性别确定都是正确的。结论我们的结果表明,在基于NGS的分子诊断实验室中,Infinium QC Array-24芯片适用于经济高效的独立QC测定。因此,我们建议将其集成到标准实验室工作流程中。低密度芯片可提供特定于样品的测量方法,以提高变种检出率的准确性,防止样品混淆,验证自我报告的种族以及发现近亲病例。将低密度芯片整合到QC程序中有助于正确解释候选序列变体。为了增强这种低密度芯片的实用性,我们建议扩展ADME和线粒体标记。廉价的类似Infinium的低密度人体芯片有可能在基因分型分析中成为“瑞士军刀”,适用于需要高通量分析的许多应用。

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