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

Authors :
Agda Karina Eterovic
Rebecca Ringler
Binsheng Gong
Jiashi Wang
Christopher E. Mason
Garima Kushwaha
Abhisek Ghosal
James C. Willey
Zhihong Zhang
Wenzhong Xiao
Natalia Novoradovskaya
Joshua Xu
Mary Yang
Zhiguang Li
Leihong Wu
Philippe Szankasi
Paul Rindler
Suman Verma
Simon Cawley
Daniel Stetson
Yilin Zhang
Fergal Casey
Nathan Haseley
Fujun Qiu
Paula Proszek
Mirna Jarosz
Ira W. Deveson
Kevin Lai
Donald J. Johann
Rebecca Kusko
Haowen Tan
Tim R. Mercer
Chia Jung Chang
Kristina Giorda
Tieliu Shi
Blake Burgher
Kyle Horvath
Leming Shi
Pierre R. Bushel
Guangchun Chen
Melissa Smith
Igor Stevanovski
Devin W. Close
Liang Feng
Lin-ya Tang
Liang-Chun Liu
Todd Richmond
Wendell D. Jones
Daniel Duncan
Andreas Scherer
Jorge Dinis
Chang Xu
Rita Shaknovich
Tom Morrison
Ping Song
Nikola Tom
Weida Tong
Quan Zhen Li
Lihyun Sun
Charles Ma
Dalila B. Megherbi
Robert Sebra
Sean Glenn
Narasimha Marella
Ambica Bhandari
Jennifer S. LoCoco
Zhichao Liu
Jeoffrey Schageman
Mehdi Pirooznia
Scott Happe
Hanane Arib
Maya Strahl
Dan Li
Hunter Best
Venkat J. Thodima
Amelia Raymond
Jeffrey Conroy
Mike Hubank
Piotr A. Mieczkowski
Carlos Pabón-Peña
James Blackburn
Li-Yuan Hung
Sa Zhang
Bindu Swapna Madala
Guangliang Zhang
Jonathan Choi
Source :
Nature biotechnology
Publication Year :
2021

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.<br />Editorial summary: Reliable detection of mutations below 0.5% variant allele frequency remains a key challenge for circulating tumor DNA sequencing assays.

Details

Language :
English
ISSN :
15461696 and 10870156
Volume :
39
Issue :
9
Database :
OpenAIRE
Journal :
Nature biotechnology
Accession number :
edsair.doi.dedup.....3f3d76ae77be6b6d242d19ba6f29eaf8