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Advancing quality-control for NGS measurement of actionable mutations in circulating tumor DNA

James C. Willey, Tom Morrison, Brad Austermiller, Erin L. Crawford, Daniel J. Craig, Thomas M. Blomquist, Wendell D. Jones, Aminah Wali, Jennifer S. Lococo, Nathan Haseley, Todd A. Richmond, Natalia Novoradovskaya, Rebecca Kusko, Guangchun Chen, Quan-Zhen Li, Don Johann, Ira W. Deveson, Tim Mercer, Leihong Wu, Joshua Xu
doi: https://doi.org/10.1101/2021.04.06.438497
James C. Willey
1College of Medicine and Life Sciences, University of Toledo, Toledo, OH 43614, USA
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  • For correspondence: james.willey2@utoledo.edu tmorrison@accugenomics.com joshua.xu@fda.hhs.gov
Tom Morrison
2AccuGenomics Inc., The Atrium, Suite 105, 1410 Commonwealth Drive, Wilmington, NC 28403
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  • For correspondence: james.willey2@utoledo.edu tmorrison@accugenomics.com joshua.xu@fda.hhs.gov
Brad Austermiller
2AccuGenomics Inc., The Atrium, Suite 105, 1410 Commonwealth Drive, Wilmington, NC 28403
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Erin L. Crawford
1College of Medicine and Life Sciences, University of Toledo, Toledo, OH 43614, USA
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Daniel J. Craig
1College of Medicine and Life Sciences, University of Toledo, Toledo, OH 43614, USA
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Thomas M. Blomquist
1College of Medicine and Life Sciences, University of Toledo, Toledo, OH 43614, USA
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Wendell D. Jones
32, Morrisville, NC 27560, USA
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Aminah Wali
32, Morrisville, NC 27560, USA
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Jennifer S. Lococo
4Illumina Inc., 5200 Illumina Way, San Diego, CA 92122, USA
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Nathan Haseley
4Illumina Inc., 5200 Illumina Way, San Diego, CA 92122, USA
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Todd A. Richmond
5Roche Sequencing Solutions Inc., Pleasanton, CA 94588, USA
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Natalia Novoradovskaya
6Agilent Technologies, La Jolla, CA 92037, USA
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Rebecca Kusko
7Immuneering Corporation, Cambridge, MA 02142, USA
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Guangchun Chen
8University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
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Quan-Zhen Li
8University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
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Don Johann
10Winthrop P Rockefeller Cancer Institute, University of Arkansas for Medical Sciences, 4301 W Markham St, Little Rock, AR 72205
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Ira W. Deveson
11Garvan Institute of Medical Research, Sydney, NSW 2010, Australia
12St Vincent’s Clinical School, University of New South Wales, Sydney, NSW 2010, Australia
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Tim Mercer
11Garvan Institute of Medical Research, Sydney, NSW 2010, Australia
12St Vincent’s Clinical School, University of New South Wales, Sydney, NSW 2010, Australia
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Leihong Wu
13Division of Bioinformatics and Biostatistics, National Center for Toxicological Research, US Food and Drug Administration, Jefferson, AR 72079, USA
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Joshua Xu
13Division of Bioinformatics and Biostatistics, National Center for Toxicological Research, US Food and Drug Administration, Jefferson, AR 72079, USA
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  • For correspondence: james.willey2@utoledo.edu tmorrison@accugenomics.com joshua.xu@fda.hhs.gov
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SUMMARY

The primary objective of the FDA-led Sequencing and Quality Control Phase 2 (SEQC2) project is to develop standard analysis protocols and quality control metrics for use in DNA testing to enhance scientific research and precision medicine. This study reports a targeted next generation sequencing (NGS) method that enables more accurate detection of actionable mutations in circulating tumor DNA (ctDNA) clinical specimens. This advancement was enabled by designing a synthetic internal standard spike-in for each actionable mutation target, suitable for use in NGS following hybrid-capture enrichment and unique molecular index (UMI) or non-UMI library preparation. When mixed with contrived ctDNA reference samples, internal standards enabled calculation of technical error rate, limit of blank, and limit of detection for each variant at each nucleotide position, in each sample. True positive mutations with variant allele fraction too low for detection by current practice were detected with this method, thereby increasing sensitivity.

Competing Interest Statement

JCW has 5-10% equity interest in and serves as a consultant to AccuGenomics, Inc. Technology relevant to this manuscript was developed and patented by JCW, ELC, and TB, and is licensed to AccuGenomics, Inc. These relationships do not alter our adherence to all policies on sharing data and materials. The views presented in this article do not necessarily reflect the current or future opinion or policy of the U.S. Food and Drug Administration. Any mention of commercial products is for clarification and not intended as an endorsement.

Footnotes

  • http://accugenomicspublic.s3-website-us-east-1.amazonaws.com/LBMS/

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. All rights reserved. No reuse allowed without permission.
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Advancing quality-control for NGS measurement of actionable mutations in circulating tumor DNA
James C. Willey, Tom Morrison, Brad Austermiller, Erin L. Crawford, Daniel J. Craig, Thomas M. Blomquist, Wendell D. Jones, Aminah Wali, Jennifer S. Lococo, Nathan Haseley, Todd A. Richmond, Natalia Novoradovskaya, Rebecca Kusko, Guangchun Chen, Quan-Zhen Li, Don Johann, Ira W. Deveson, Tim Mercer, Leihong Wu, Joshua Xu
bioRxiv 2021.04.06.438497; doi: https://doi.org/10.1101/2021.04.06.438497
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Advancing quality-control for NGS measurement of actionable mutations in circulating tumor DNA
James C. Willey, Tom Morrison, Brad Austermiller, Erin L. Crawford, Daniel J. Craig, Thomas M. Blomquist, Wendell D. Jones, Aminah Wali, Jennifer S. Lococo, Nathan Haseley, Todd A. Richmond, Natalia Novoradovskaya, Rebecca Kusko, Guangchun Chen, Quan-Zhen Li, Don Johann, Ira W. Deveson, Tim Mercer, Leihong Wu, Joshua Xu
bioRxiv 2021.04.06.438497; doi: https://doi.org/10.1101/2021.04.06.438497

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