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

精确肿瘤学 循环肿瘤DNA 计算生物学 DNA测序 医学 癌症 肿瘤科 DNA 生物 内科学 遗传学
作者
Ira W. Deveson,Binsheng Gong,Kevin Lai,Jennifer S. LoCoco,Todd Richmond,Jeoffrey Schageman,Zhihong Zhang,Natalia Novoradovskaya,James C. Willey,Wendell Jones,Rebecca Kusko,Guangchun Chen,Bindu Swapna Madala,James Blackburn,Igor Stevanovski,Ambica Bhandari,Devin Close,Jeffrey Conroy,Michael Hubank,Narasimha Marella,Piotr A. Mieczkowski,Fujun Qiu,Robert Sebra,Daniel Stetson,Lihyun Sun,Philippe Szankasi,Haowen Tan,Lin‐Ya Tang,Hanane Arib,Hunter Best,Blake Burgher,Pierre R. Bushel,Fergal Casey,Simon Cawley,Chia-Jung Chang,Jonathan Choi,Jorge M. Dinis,Daniel Duncan,Agda Karina Eterovic,Liang Feng,Abhisek Ghosal,Kristina Giorda,Sean T. Glenn,Scott Happe,Nathan Haseley,Kyle Horvath,Li-Yuan Hung,Mirna Jarosz,Garima Kushwaha,Dan Li,Quan‐Zhen Li,Zhiguang Li,Liang-Chun Liu,Zhichao Liu,Marie‐Aline Charles,Christopher E. Mason,Dalila B. Megherbi,Tom Morrison,Carlos Pabón-Peña,Mehdi Pirooznia,Paula Proszek,Amelia Raymond,Paul M. Rindler,Rebecca Ringler,Andreas Scherer,Rita Shaknovich,Tieliu Shi,Melissa Smith,Ping Song,Maya Strahl,Venkat J. Thodima,Nikola Tom,Suman Verma,Jiashi Wang,Leihong Wu,Wenzhong Xiao,Chang Xu,Mary Qu Yang,Guangliang Zhang,Sa Zhang,Yilin Zhang,Leming Shi,Weida Tong,Donald J. Johann,Tim R. Mercer,Joshua Xu
出处
期刊:Nature Biotechnology [Nature Portfolio]
卷期号:39 (9): 1115-1128 被引量:166
标识
DOI:10.1038/s41587-021-00857-z
摘要

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. Reliable detection of mutations below 0.5% variant allele frequency remains a key challenge for circulating tumor DNA sequencing assays.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
wnll完成签到,获得积分10
刚刚
小小发布了新的文献求助10
1秒前
wnll发布了新的文献求助10
2秒前
2秒前
无辜秋珊发布了新的文献求助10
4秒前
4秒前
4秒前
科研通AI5应助xiao采纳,获得10
5秒前
小樊同学发布了新的文献求助10
5秒前
打打应助在曼谷的春采纳,获得10
7秒前
TYKI完成签到,获得积分10
8秒前
大个应助狂野静曼采纳,获得10
8秒前
小小完成签到,获得积分10
8秒前
科研通AI5应助不会取名字采纳,获得10
8秒前
9秒前
瓜酱酱完成签到,获得积分10
9秒前
11秒前
12秒前
14秒前
周小鱼发布了新的文献求助10
14秒前
谷粱初晴完成签到,获得积分10
15秒前
流星雨发布了新的文献求助10
16秒前
云雨发布了新的文献求助10
17秒前
快乐小韩完成签到 ,获得积分10
19秒前
碧蓝若男完成签到,获得积分10
19秒前
科研小白完成签到,获得积分10
20秒前
24秒前
英姑应助细腻的山水采纳,获得10
25秒前
科研通AI5应助烤地瓜采纳,获得10
27秒前
害怕的擎宇完成签到,获得积分10
31秒前
幸福时光发布了新的文献求助30
31秒前
健忘绮南完成签到 ,获得积分10
32秒前
32秒前
YP发布了新的文献求助10
34秒前
GAGALA完成签到,获得积分10
35秒前
自由雁兰完成签到,获得积分10
37秒前
37秒前
actor2006完成签到,获得积分10
39秒前
早睡早起身体好完成签到,获得积分10
39秒前
上官若男应助冰凌心恋采纳,获得10
40秒前
高分求助中
Les Mantodea de Guyane Insecta, Polyneoptera 2500
Technologies supporting mass customization of apparel: A pilot project 450
Tip60 complex regulates eggshell formation and oviposition in the white-backed planthopper, providing effective targets for pest control 400
A Field Guide to the Amphibians and Reptiles of Madagascar - Frank Glaw and Miguel Vences - 3rd Edition 400
China Gadabouts: New Frontiers of Humanitarian Nursing, 1941–51 400
The Healthy Socialist Life in Maoist China, 1949–1980 400
Walking a Tightrope: Memories of Wu Jieping, Personal Physician to China's Leaders 400
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 有机化学 物理 生物化学 纳米技术 计算机科学 化学工程 内科学 复合材料 物理化学 电极 遗传学 量子力学 基因 冶金 催化作用
热门帖子
关注 科研通微信公众号,转发送积分 3789385
求助须知:如何正确求助?哪些是违规求助? 3334371
关于积分的说明 10269729
捐赠科研通 3050864
什么是DOI,文献DOI怎么找? 1674189
邀请新用户注册赠送积分活动 802532
科研通“疑难数据库(出版商)”最低求助积分说明 760714