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Validation of Customized Cancer Panel for Detecting Somatic Mutations and Copy Number Alterations

机译:验证定制的癌症小组以检测体细胞突变和拷贝数变化

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摘要

Accurate detection of genomic alterations, especially druggable hotspot mutations in tumors, has become an essential part of precision medicine. With targeted sequencing, we can obtain deeper coverage of reads and handle data more easily with a relatively lower cost and less time than whole-exome or whole-genome sequencing. Recently, we designed a customized gene panel for targeted sequencing of major solid cancers. In this study, we aimed to validate its performance. The cancer panel targets 95 cancer-related genes. In terms of the limit of detection, more than 86% of target mutations with a mutant allele frequency (MAF) <1% can be identified, and any mutation with >3% MAF can be detected. When we applied this system for the analysis of Acrometrix Oncology Hotspot Control DNA, which contains more than 500 COSMIC mutations across 53 genes, 99% of the expected mutations were robustly detected. We also confirmed the high reproducibility of the detection of mutations in multiple independent analyses. When we explored copy number alterations (CNAs), the expected CNAs were successfully detected, and this result was confirmed by target-specific genomic quantitative polymerase chain reaction. Taken together, these results support the reliability and accuracy of our cancer panel in detecting mutations. This panel could be useful for key mutation profiling research in solid tumors and clinical translation.
机译:准确检测基因组改变,尤其是肿瘤中可治疗的热点突变,已成为精密医学的重要组成部分。通过靶向测序,与全外显子或全基因组测序相比,我们可以以相对较低的成本和更少的时间,更深入地覆盖读取并更轻松地处理数据。最近,我们设计了一种针对主要实体癌的靶向测序的定制基因板。在本研究中,我们旨在验证其性能。癌症小组的目标是95个与癌症相关的基因。就检测限而言,可以鉴定出突变等位基因频率(MAF)<1%的目标突变超过86%,并且可以检测出MAF> 3%的任何突变。当我们将该系统用于Acrometrix肿瘤热点控制DNA的分析时,该DNA包含跨越53个基因的500多个COSMIC突变,可以可靠地检测到99%的预期突变。我们还证实了在多个独立分析中检测突变的高度可重复性。当我们探索拷贝数变化(CNA)时,成功检测到预期的CNA,并且该结果已通过靶标特异性基因组定量聚合酶链反应得到证实。综上所述,这些结果支持我们的癌症专家组检测突变的可靠性和准确性。该小组可用于实体瘤的关键突变谱研究和临床翻译。

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