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Evaluating the analytical validity of circulating tumor DNA sequencing assays for precision oncology
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-lead...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8434938/ https://www.ncbi.nlm.nih.gov/pubmed/33846644 http://dx.doi.org/10.1038/s41587-021-00857-z |
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author | Deveson, Ira W. Gong, Binsheng Lai, Kevin LoCoco, Jennifer S. Richmond, Todd A. Schageman, Jeoffrey Zhang, Zhihong Novoradovskaya, Natalia Willey, James C. Jones, Wendell Kusko, Rebecca Chen, Guangchun Madala, Bindu Swapna Blackburn, James Stevanovski, Igor Bhandari, Ambica Close, Devin Conroy, Jeffrey Hubank, Michael Marella, Narasimha Mieczkowski, Piotr A. Qiu, Fujun Sebra, Robert Stetson, Daniel Sun, Lihyun Szankasi, Philippe Tan, Haowen Tang, Lin-ya Arib, Hanane Best, Hunter Burgher, Blake Bushel, Pierre R. Casey, Fergal Cawley, Simon Chang, Chia-Jung Choi, Jonathan Dinis, Jorge Duncan, Daniel Eterovic, Agda Karina Feng, Liang Ghosal, Abhisek Giorda, Kristina Glenn, Sean Happe, Scott Haseley, Nathan Horvath, Kyle Hung, Li-Yuan Jarosz, Mirna Kushwaha, Garima Li, Dan Li, Quan-Zhen Li, Zhiguang Liu, Liang-Chun Liu, Zhichao Ma, Charles Mason, Christopher E. Megherbi, Dalila B. Morrison, Tom Pabón-Peña, Carlos Pirooznia, Mehdi Proszek, Paula Z. Raymond, Amelia Rindler, Paul Ringler, Rebecca Scherer, Andreas Shaknovich, Rita Shi, Tieliu Smith, Melissa Song, Ping Strahl, Maya Thodima, Venkat J. Tom, Nikola Verma, Suman Wang, Jiashi Wu, Leihong Xiao, Wenzhong Xu, Chang Yang, Mary Zhang, Guangliang Zhang, Sa Zhang, Yilin Shi, Leming Tong, Weida Johann, Donald J Mercer, Timothy R. Xu, Joshua |
author_facet | Deveson, Ira W. Gong, Binsheng Lai, Kevin LoCoco, Jennifer S. Richmond, Todd A. Schageman, Jeoffrey Zhang, Zhihong Novoradovskaya, Natalia Willey, James C. Jones, Wendell Kusko, Rebecca Chen, Guangchun Madala, Bindu Swapna Blackburn, James Stevanovski, Igor Bhandari, Ambica Close, Devin Conroy, Jeffrey Hubank, Michael Marella, Narasimha Mieczkowski, Piotr A. Qiu, Fujun Sebra, Robert Stetson, Daniel Sun, Lihyun Szankasi, Philippe Tan, Haowen Tang, Lin-ya Arib, Hanane Best, Hunter Burgher, Blake Bushel, Pierre R. Casey, Fergal Cawley, Simon Chang, Chia-Jung Choi, Jonathan Dinis, Jorge Duncan, Daniel Eterovic, Agda Karina Feng, Liang Ghosal, Abhisek Giorda, Kristina Glenn, Sean Happe, Scott Haseley, Nathan Horvath, Kyle Hung, Li-Yuan Jarosz, Mirna Kushwaha, Garima Li, Dan Li, Quan-Zhen Li, Zhiguang Liu, Liang-Chun Liu, Zhichao Ma, Charles Mason, Christopher E. Megherbi, Dalila B. Morrison, Tom Pabón-Peña, Carlos Pirooznia, Mehdi Proszek, Paula Z. Raymond, Amelia Rindler, Paul Ringler, Rebecca Scherer, Andreas Shaknovich, Rita Shi, Tieliu Smith, Melissa Song, Ping Strahl, Maya Thodima, Venkat J. Tom, Nikola Verma, Suman Wang, Jiashi Wu, Leihong Xiao, Wenzhong Xu, Chang Yang, Mary Zhang, Guangliang Zhang, Sa Zhang, Yilin Shi, Leming Tong, Weida Johann, Donald J Mercer, Timothy R. Xu, Joshua |
author_sort | Deveson, Ira W. |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-8434938 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
record_format | MEDLINE/PubMed |
spelling | pubmed-84349382021-10-12 Evaluating the analytical validity of circulating tumor DNA sequencing assays for precision oncology Deveson, Ira W. Gong, Binsheng Lai, Kevin LoCoco, Jennifer S. Richmond, Todd A. Schageman, Jeoffrey Zhang, Zhihong Novoradovskaya, Natalia Willey, James C. Jones, Wendell Kusko, Rebecca Chen, Guangchun Madala, Bindu Swapna Blackburn, James Stevanovski, Igor Bhandari, Ambica Close, Devin Conroy, Jeffrey Hubank, Michael Marella, Narasimha Mieczkowski, Piotr A. Qiu, Fujun Sebra, Robert Stetson, Daniel Sun, Lihyun Szankasi, Philippe Tan, Haowen Tang, Lin-ya Arib, Hanane Best, Hunter Burgher, Blake Bushel, Pierre R. Casey, Fergal Cawley, Simon Chang, Chia-Jung Choi, Jonathan Dinis, Jorge Duncan, Daniel Eterovic, Agda Karina Feng, Liang Ghosal, Abhisek Giorda, Kristina Glenn, Sean Happe, Scott Haseley, Nathan Horvath, Kyle Hung, Li-Yuan Jarosz, Mirna Kushwaha, Garima Li, Dan Li, Quan-Zhen Li, Zhiguang Liu, Liang-Chun Liu, Zhichao Ma, Charles Mason, Christopher E. Megherbi, Dalila B. Morrison, Tom Pabón-Peña, Carlos Pirooznia, Mehdi Proszek, Paula Z. Raymond, Amelia Rindler, Paul Ringler, Rebecca Scherer, Andreas Shaknovich, Rita Shi, Tieliu Smith, Melissa Song, Ping Strahl, Maya Thodima, Venkat J. Tom, Nikola Verma, Suman Wang, Jiashi Wu, Leihong Xiao, Wenzhong Xu, Chang Yang, Mary Zhang, Guangliang Zhang, Sa Zhang, Yilin Shi, Leming Tong, Weida Johann, Donald J Mercer, Timothy R. Xu, Joshua Nat Biotechnol Article 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. 2021-04-12 2021-09 /pmc/articles/PMC8434938/ /pubmed/33846644 http://dx.doi.org/10.1038/s41587-021-00857-z Text en http://www.nature.com/authors/editorial_policies/license.html#termsUsers may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use:http://www.nature.com/authors/editorial_policies/license.html#terms |
spellingShingle | Article Deveson, Ira W. Gong, Binsheng Lai, Kevin LoCoco, Jennifer S. Richmond, Todd A. Schageman, Jeoffrey Zhang, Zhihong Novoradovskaya, Natalia Willey, James C. Jones, Wendell Kusko, Rebecca Chen, Guangchun Madala, Bindu Swapna Blackburn, James Stevanovski, Igor Bhandari, Ambica Close, Devin Conroy, Jeffrey Hubank, Michael Marella, Narasimha Mieczkowski, Piotr A. Qiu, Fujun Sebra, Robert Stetson, Daniel Sun, Lihyun Szankasi, Philippe Tan, Haowen Tang, Lin-ya Arib, Hanane Best, Hunter Burgher, Blake Bushel, Pierre R. Casey, Fergal Cawley, Simon Chang, Chia-Jung Choi, Jonathan Dinis, Jorge Duncan, Daniel Eterovic, Agda Karina Feng, Liang Ghosal, Abhisek Giorda, Kristina Glenn, Sean Happe, Scott Haseley, Nathan Horvath, Kyle Hung, Li-Yuan Jarosz, Mirna Kushwaha, Garima Li, Dan Li, Quan-Zhen Li, Zhiguang Liu, Liang-Chun Liu, Zhichao Ma, Charles Mason, Christopher E. Megherbi, Dalila B. Morrison, Tom Pabón-Peña, Carlos Pirooznia, Mehdi Proszek, Paula Z. Raymond, Amelia Rindler, Paul Ringler, Rebecca Scherer, Andreas Shaknovich, Rita Shi, Tieliu Smith, Melissa Song, Ping Strahl, Maya Thodima, Venkat J. Tom, Nikola Verma, Suman Wang, Jiashi Wu, Leihong Xiao, Wenzhong Xu, Chang Yang, Mary Zhang, Guangliang Zhang, Sa Zhang, Yilin Shi, Leming Tong, Weida Johann, Donald J Mercer, Timothy R. Xu, Joshua Evaluating the analytical validity of circulating tumor DNA sequencing assays for precision oncology |
title | Evaluating the analytical validity of circulating tumor DNA sequencing assays for precision oncology |
title_full | Evaluating the analytical validity of circulating tumor DNA sequencing assays for precision oncology |
title_fullStr | Evaluating the analytical validity of circulating tumor DNA sequencing assays for precision oncology |
title_full_unstemmed | Evaluating the analytical validity of circulating tumor DNA sequencing assays for precision oncology |
title_short | Evaluating the analytical validity of circulating tumor DNA sequencing assays for precision oncology |
title_sort | evaluating the analytical validity of circulating tumor dna sequencing assays for precision oncology |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8434938/ https://www.ncbi.nlm.nih.gov/pubmed/33846644 http://dx.doi.org/10.1038/s41587-021-00857-z |
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