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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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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2021
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.
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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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