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评估循环肿瘤 DNA 测序分析在精准肿瘤学中的分析有效性。

Evaluating the analytical validity of circulating tumor DNA sequencing assays for precision oncology.

机构信息

Kinghorn Centre for Clinical Genomics, Garvan Institute of Medical Research, Sydney, NSW, Australia.

St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, NSW, Australia.

出版信息

Nat Biotechnol. 2021 Sep;39(9):1115-1128. doi: 10.1038/s41587-021-00857-z. Epub 2021 Apr 12.

Abstract

Circulating tumor DNA (ctDNA) sequencing is being rapidly adopted in precision oncology, but the accuracy, sensitivity and reproducibility of ctDNA assays is poorly understood. Here we report the findings of a multi-site, cross-platform evaluation of the analytical performance of five industry-leading ctDNA assays. We evaluated each stage of the ctDNA sequencing workflow with simulations, synthetic DNA spike-in experiments and proficiency testing on standardized, cell-line-derived reference samples. Above 0.5% variant allele frequency, ctDNA mutations were detected with high sensitivity, precision and reproducibility by all five assays, whereas, below this limit, detection became unreliable and varied widely between assays, especially when input material was limited. Missed mutations (false negatives) were more common than erroneous candidates (false positives), indicating that the reliable sampling of rare ctDNA fragments is the key challenge for ctDNA assays. This comprehensive evaluation of the analytical performance of ctDNA assays serves to inform best practice guidelines and provides a resource for precision oncology.

摘要

循环肿瘤 DNA(ctDNA)测序在精准肿瘤学中得到了迅速应用,但 ctDNA 检测的准确性、灵敏度和重现性尚未得到充分了解。本研究报告了对五种领先的 ctDNA 检测方法在多地点、跨平台的分析性能评估结果。我们通过模拟、合成 DNA 加标实验以及对标准化的细胞系衍生参考样本进行能力验证,对 ctDNA 测序工作流程的各个阶段进行了评估。在变异等位基因频率高于 0.5%时,所有五种检测方法均能高度敏感、精确和重现地检测到 ctDNA 突变,而低于该阈值时,检测结果变得不可靠,并且在不同检测方法之间差异很大,尤其是当输入材料有限时。漏检的突变(假阴性)比错误的候选者(假阳性)更为常见,这表明稀有 ctDNA 片段的可靠采样是 ctDNA 检测方法的关键挑战。本研究对 ctDNA 检测方法的分析性能进行了全面评估,为最佳实践指南提供了信息,并为精准肿瘤学提供了资源。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d577/8434938/115a3c2ff828/nihms-1674229-f0001.jpg

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