桑格测序
外显子组测序
DNA测序
假阳性悖论
离子半导体测序
生物
外显子组
真阳性率
计算生物学
深度测序
大规模并行测序
遗传学
基因
突变
基因组
计算机科学
机器学习
人工智能
作者
Ya Ling Chang,Hsien Da Huang,Kun-Tu Yeh,Jan-Gowth Chang
标识
DOI:10.1016/j.cca.2017.06.015
摘要
Targeted gene sequencing (TGS) and whole exome sequencing (WES) are being used in clinical testing in laboratories. We compared the performances of TGS and WES using the same DNA samples.DNA was extracted from 10 endometrial tumor tissue specimens. Sequencing were performed with an Illumina HiSeq 2000. We randomly selected variants to confirm through Sanger sequencing or mutant-enriched PCR with Sanger sequencing.We found that the variants identified in both TGS and WES were true positives (47/47), regardless of the sequencing depth. Most variants found in TGS only were true positives (34/40), and most of the variants found by WES only were false positives (8/18). From these results, we suggest that the sequencing depth may not play important role in the accuracy of NGS-based methods. After analysis, we found that WES had a sensitivity of 72.70%, specificity of 96.27%, precision of 99.44%, and accuracy of 75.03%.The results of NGS-based methods must currently be validated, especially for important reported variants regardless of the methods used, and for the use of WES in cancers a higher false negative rate must be considered. More sensitive methods should be used to confirm the NGS results in uneven cancer tissues.
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