4.8 Article

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

期刊

NATURE BIOTECHNOLOGY
卷 39, 期 9, 页码 1115-+

出版社

NATURE PORTFOLIO
DOI: 10.1038/s41587-021-00857-z

关键词

-

资金

  1. NHMRC [APP1108254, APP1114016]
  2. Shanghai Municipal Science and Technology Major Project [2017SHZDZX01]
  3. National Natural Science Foundation of China [31720103909]
  4. Cancer Institute NSW Early Career Fellowship [2018/ECF013]
  5. BAA grant [HHSF223201510172C]
  6. MRFF grant [MRF1173594]

向作者/读者索取更多资源

This study evaluated the performance of five industry-leading ctDNA assays and found that all assays showed high sensitivity, precision, and reproducibility above 0.5% variant allele frequency. However, below this limit, detection became unreliable, especially when input material was limited. The key challenge for ctDNA assays is the reliable sampling of rare ctDNA fragments, with missed mutations being more common than erroneous candidates.
Reliable detection of mutations below 0.5% variant allele frequency remains a key challenge for circulating tumor DNA sequencing assays. 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.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.8
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

暂无数据
暂无数据