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A verified genomic reference sample for assessing performance of cancer panels detecting small variants of low allele frequency

BACKGROUND: Oncopanel genomic testing, which identifies important somatic variants, is increasingly common in medical practice and especially in clinical trials. Currently, there is a paucity of reliable genomic reference samples having a suitably large number of pre-identified variants for properly...

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Autores principales: Jones, Wendell, Gong, Binsheng, Novoradovskaya, Natalia, Li, Dan, Kusko, Rebecca, Richmond, Todd A., Johann, Donald J., Bisgin, Halil, Sahraeian, Sayed Mohammad Ebrahim, Bushel, Pierre R., Pirooznia, Mehdi, Wilkins, Katherine, Chierici, Marco, Bao, Wenjun, Basehore, Lee Scott, Lucas, Anne Bergstrom, Burgess, Daniel, Butler, Daniel J., Cawley, Simon, Chang, Chia-Jung, Chen, Guangchun, Chen, Tao, Chen, Yun-Ching, Craig, Daniel J., del Pozo, Angela, Foox, Jonathan, Francescatto, Margherita, Fu, Yutao, Furlanello, Cesare, Giorda, Kristina, Grist, Kira P., Guan, Meijian, Hao, Yingyi, Happe, Scott, Hariani, Gunjan, Haseley, Nathan, Jasper, Jeff, Jurman, Giuseppe, Kreil, David Philip, Łabaj, Paweł, Lai, Kevin, Li, Jianying, Li, Quan-Zhen, Li, Yulong, Li, Zhiguang, Liu, Zhichao, López, Mario Solís, Miclaus, Kelci, Miller, Raymond, Mittal, Vinay K., Mohiyuddin, Marghoob, Pabón-Peña, Carlos, Parsons, Barbara L., Qiu, Fujun, Scherer, Andreas, Shi, Tieliu, Stiegelmeyer, Suzy, Suo, Chen, Tom, Nikola, Wang, Dong, Wen, Zhining, Wu, Leihong, Xiao, Wenzhong, Xu, Chang, Yu, Ying, Zhang, Jiyang, Zhang, Yifan, Zhang, Zhihong, Zheng, Yuanting, Mason, Christopher E., Willey, James C., Tong, Weida, Shi, Leming, Xu, Joshua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8051128/
https://www.ncbi.nlm.nih.gov/pubmed/33863366
http://dx.doi.org/10.1186/s13059-021-02316-z
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author Jones, Wendell
Gong, Binsheng
Novoradovskaya, Natalia
Li, Dan
Kusko, Rebecca
Richmond, Todd A.
Johann, Donald J.
Bisgin, Halil
Sahraeian, Sayed Mohammad Ebrahim
Bushel, Pierre R.
Pirooznia, Mehdi
Wilkins, Katherine
Chierici, Marco
Bao, Wenjun
Basehore, Lee Scott
Lucas, Anne Bergstrom
Burgess, Daniel
Butler, Daniel J.
Cawley, Simon
Chang, Chia-Jung
Chen, Guangchun
Chen, Tao
Chen, Yun-Ching
Craig, Daniel J.
del Pozo, Angela
Foox, Jonathan
Francescatto, Margherita
Fu, Yutao
Furlanello, Cesare
Giorda, Kristina
Grist, Kira P.
Guan, Meijian
Hao, Yingyi
Happe, Scott
Hariani, Gunjan
Haseley, Nathan
Jasper, Jeff
Jurman, Giuseppe
Kreil, David Philip
Łabaj, Paweł
Lai, Kevin
Li, Jianying
Li, Quan-Zhen
Li, Yulong
Li, Zhiguang
Liu, Zhichao
López, Mario Solís
Miclaus, Kelci
Miller, Raymond
Mittal, Vinay K.
Mohiyuddin, Marghoob
Pabón-Peña, Carlos
Parsons, Barbara L.
Qiu, Fujun
Scherer, Andreas
Shi, Tieliu
Stiegelmeyer, Suzy
Suo, Chen
Tom, Nikola
Wang, Dong
Wen, Zhining
Wu, Leihong
Xiao, Wenzhong
Xu, Chang
Yu, Ying
Zhang, Jiyang
Zhang, Yifan
Zhang, Zhihong
Zheng, Yuanting
Mason, Christopher E.
Willey, James C.
Tong, Weida
Shi, Leming
Xu, Joshua
author_facet Jones, Wendell
Gong, Binsheng
Novoradovskaya, Natalia
Li, Dan
Kusko, Rebecca
Richmond, Todd A.
Johann, Donald J.
Bisgin, Halil
Sahraeian, Sayed Mohammad Ebrahim
Bushel, Pierre R.
Pirooznia, Mehdi
Wilkins, Katherine
Chierici, Marco
Bao, Wenjun
Basehore, Lee Scott
Lucas, Anne Bergstrom
Burgess, Daniel
Butler, Daniel J.
Cawley, Simon
Chang, Chia-Jung
Chen, Guangchun
Chen, Tao
Chen, Yun-Ching
Craig, Daniel J.
del Pozo, Angela
Foox, Jonathan
Francescatto, Margherita
Fu, Yutao
Furlanello, Cesare
Giorda, Kristina
Grist, Kira P.
Guan, Meijian
Hao, Yingyi
Happe, Scott
Hariani, Gunjan
Haseley, Nathan
Jasper, Jeff
Jurman, Giuseppe
Kreil, David Philip
Łabaj, Paweł
Lai, Kevin
Li, Jianying
Li, Quan-Zhen
Li, Yulong
Li, Zhiguang
Liu, Zhichao
López, Mario Solís
Miclaus, Kelci
Miller, Raymond
Mittal, Vinay K.
Mohiyuddin, Marghoob
Pabón-Peña, Carlos
Parsons, Barbara L.
Qiu, Fujun
Scherer, Andreas
Shi, Tieliu
Stiegelmeyer, Suzy
Suo, Chen
Tom, Nikola
Wang, Dong
Wen, Zhining
Wu, Leihong
Xiao, Wenzhong
Xu, Chang
Yu, Ying
Zhang, Jiyang
Zhang, Yifan
Zhang, Zhihong
Zheng, Yuanting
Mason, Christopher E.
Willey, James C.
Tong, Weida
Shi, Leming
Xu, Joshua
author_sort Jones, Wendell
collection PubMed
description BACKGROUND: Oncopanel genomic testing, which identifies important somatic variants, is increasingly common in medical practice and especially in clinical trials. Currently, there is a paucity of reliable genomic reference samples having a suitably large number of pre-identified variants for properly assessing oncopanel assay analytical quality and performance. The FDA-led Sequencing and Quality Control Phase 2 (SEQC2) consortium analyze ten diverse cancer cell lines individually and their pool, termed Sample A, to develop a reference sample with suitably large numbers of coding positions with known (variant) positives and negatives for properly evaluating oncopanel analytical performance. RESULTS: In reference Sample A, we identify more than 40,000 variants down to 1% allele frequency with more than 25,000 variants having less than 20% allele frequency with 1653 variants in COSMIC-related genes. This is 5–100× more than existing commercially available samples. We also identify an unprecedented number of negative positions in coding regions, allowing statistical rigor in assessing limit-of-detection, sensitivity, and precision. Over 300 loci are randomly selected and independently verified via droplet digital PCR with 100% concordance. Agilent normal reference Sample B can be admixed with Sample A to create new samples with a similar number of known variants at much lower allele frequency than what exists in Sample A natively, including known variants having allele frequency of 0.02%, a range suitable for assessing liquid biopsy panels. CONCLUSION: These new reference samples and their admixtures provide superior capability for performing oncopanel quality control, analytical accuracy, and validation for small to large oncopanels and liquid biopsy assays. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13059-021-02316-z.
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spelling pubmed-80511282021-04-19 A verified genomic reference sample for assessing performance of cancer panels detecting small variants of low allele frequency Jones, Wendell Gong, Binsheng Novoradovskaya, Natalia Li, Dan Kusko, Rebecca Richmond, Todd A. Johann, Donald J. Bisgin, Halil Sahraeian, Sayed Mohammad Ebrahim Bushel, Pierre R. Pirooznia, Mehdi Wilkins, Katherine Chierici, Marco Bao, Wenjun Basehore, Lee Scott Lucas, Anne Bergstrom Burgess, Daniel Butler, Daniel J. Cawley, Simon Chang, Chia-Jung Chen, Guangchun Chen, Tao Chen, Yun-Ching Craig, Daniel J. del Pozo, Angela Foox, Jonathan Francescatto, Margherita Fu, Yutao Furlanello, Cesare Giorda, Kristina Grist, Kira P. Guan, Meijian Hao, Yingyi Happe, Scott Hariani, Gunjan Haseley, Nathan Jasper, Jeff Jurman, Giuseppe Kreil, David Philip Łabaj, Paweł Lai, Kevin Li, Jianying Li, Quan-Zhen Li, Yulong Li, Zhiguang Liu, Zhichao López, Mario Solís Miclaus, Kelci Miller, Raymond Mittal, Vinay K. Mohiyuddin, Marghoob Pabón-Peña, Carlos Parsons, Barbara L. Qiu, Fujun Scherer, Andreas Shi, Tieliu Stiegelmeyer, Suzy Suo, Chen Tom, Nikola Wang, Dong Wen, Zhining Wu, Leihong Xiao, Wenzhong Xu, Chang Yu, Ying Zhang, Jiyang Zhang, Yifan Zhang, Zhihong Zheng, Yuanting Mason, Christopher E. Willey, James C. Tong, Weida Shi, Leming Xu, Joshua Genome Biol Research BACKGROUND: Oncopanel genomic testing, which identifies important somatic variants, is increasingly common in medical practice and especially in clinical trials. Currently, there is a paucity of reliable genomic reference samples having a suitably large number of pre-identified variants for properly assessing oncopanel assay analytical quality and performance. The FDA-led Sequencing and Quality Control Phase 2 (SEQC2) consortium analyze ten diverse cancer cell lines individually and their pool, termed Sample A, to develop a reference sample with suitably large numbers of coding positions with known (variant) positives and negatives for properly evaluating oncopanel analytical performance. RESULTS: In reference Sample A, we identify more than 40,000 variants down to 1% allele frequency with more than 25,000 variants having less than 20% allele frequency with 1653 variants in COSMIC-related genes. This is 5–100× more than existing commercially available samples. We also identify an unprecedented number of negative positions in coding regions, allowing statistical rigor in assessing limit-of-detection, sensitivity, and precision. Over 300 loci are randomly selected and independently verified via droplet digital PCR with 100% concordance. Agilent normal reference Sample B can be admixed with Sample A to create new samples with a similar number of known variants at much lower allele frequency than what exists in Sample A natively, including known variants having allele frequency of 0.02%, a range suitable for assessing liquid biopsy panels. CONCLUSION: These new reference samples and their admixtures provide superior capability for performing oncopanel quality control, analytical accuracy, and validation for small to large oncopanels and liquid biopsy assays. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13059-021-02316-z. BioMed Central 2021-04-16 /pmc/articles/PMC8051128/ /pubmed/33863366 http://dx.doi.org/10.1186/s13059-021-02316-z Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Jones, Wendell
Gong, Binsheng
Novoradovskaya, Natalia
Li, Dan
Kusko, Rebecca
Richmond, Todd A.
Johann, Donald J.
Bisgin, Halil
Sahraeian, Sayed Mohammad Ebrahim
Bushel, Pierre R.
Pirooznia, Mehdi
Wilkins, Katherine
Chierici, Marco
Bao, Wenjun
Basehore, Lee Scott
Lucas, Anne Bergstrom
Burgess, Daniel
Butler, Daniel J.
Cawley, Simon
Chang, Chia-Jung
Chen, Guangchun
Chen, Tao
Chen, Yun-Ching
Craig, Daniel J.
del Pozo, Angela
Foox, Jonathan
Francescatto, Margherita
Fu, Yutao
Furlanello, Cesare
Giorda, Kristina
Grist, Kira P.
Guan, Meijian
Hao, Yingyi
Happe, Scott
Hariani, Gunjan
Haseley, Nathan
Jasper, Jeff
Jurman, Giuseppe
Kreil, David Philip
Łabaj, Paweł
Lai, Kevin
Li, Jianying
Li, Quan-Zhen
Li, Yulong
Li, Zhiguang
Liu, Zhichao
López, Mario Solís
Miclaus, Kelci
Miller, Raymond
Mittal, Vinay K.
Mohiyuddin, Marghoob
Pabón-Peña, Carlos
Parsons, Barbara L.
Qiu, Fujun
Scherer, Andreas
Shi, Tieliu
Stiegelmeyer, Suzy
Suo, Chen
Tom, Nikola
Wang, Dong
Wen, Zhining
Wu, Leihong
Xiao, Wenzhong
Xu, Chang
Yu, Ying
Zhang, Jiyang
Zhang, Yifan
Zhang, Zhihong
Zheng, Yuanting
Mason, Christopher E.
Willey, James C.
Tong, Weida
Shi, Leming
Xu, Joshua
A verified genomic reference sample for assessing performance of cancer panels detecting small variants of low allele frequency
title A verified genomic reference sample for assessing performance of cancer panels detecting small variants of low allele frequency
title_full A verified genomic reference sample for assessing performance of cancer panels detecting small variants of low allele frequency
title_fullStr A verified genomic reference sample for assessing performance of cancer panels detecting small variants of low allele frequency
title_full_unstemmed A verified genomic reference sample for assessing performance of cancer panels detecting small variants of low allele frequency
title_short A verified genomic reference sample for assessing performance of cancer panels detecting small variants of low allele frequency
title_sort verified genomic reference sample for assessing performance of cancer panels detecting small variants of low allele frequency
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8051128/
https://www.ncbi.nlm.nih.gov/pubmed/33863366
http://dx.doi.org/10.1186/s13059-021-02316-z
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AT mittalvinayk verifiedgenomicreferencesampleforassessingperformanceofcancerpanelsdetectingsmallvariantsoflowallelefrequency
AT mohiyuddinmarghoob verifiedgenomicreferencesampleforassessingperformanceofcancerpanelsdetectingsmallvariantsoflowallelefrequency
AT pabonpenacarlos verifiedgenomicreferencesampleforassessingperformanceofcancerpanelsdetectingsmallvariantsoflowallelefrequency
AT parsonsbarbaral verifiedgenomicreferencesampleforassessingperformanceofcancerpanelsdetectingsmallvariantsoflowallelefrequency
AT qiufujun verifiedgenomicreferencesampleforassessingperformanceofcancerpanelsdetectingsmallvariantsoflowallelefrequency
AT schererandreas verifiedgenomicreferencesampleforassessingperformanceofcancerpanelsdetectingsmallvariantsoflowallelefrequency
AT shitieliu verifiedgenomicreferencesampleforassessingperformanceofcancerpanelsdetectingsmallvariantsoflowallelefrequency
AT stiegelmeyersuzy verifiedgenomicreferencesampleforassessingperformanceofcancerpanelsdetectingsmallvariantsoflowallelefrequency
AT suochen verifiedgenomicreferencesampleforassessingperformanceofcancerpanelsdetectingsmallvariantsoflowallelefrequency
AT tomnikola verifiedgenomicreferencesampleforassessingperformanceofcancerpanelsdetectingsmallvariantsoflowallelefrequency
AT wangdong verifiedgenomicreferencesampleforassessingperformanceofcancerpanelsdetectingsmallvariantsoflowallelefrequency
AT wenzhining verifiedgenomicreferencesampleforassessingperformanceofcancerpanelsdetectingsmallvariantsoflowallelefrequency
AT wuleihong verifiedgenomicreferencesampleforassessingperformanceofcancerpanelsdetectingsmallvariantsoflowallelefrequency
AT xiaowenzhong verifiedgenomicreferencesampleforassessingperformanceofcancerpanelsdetectingsmallvariantsoflowallelefrequency
AT xuchang verifiedgenomicreferencesampleforassessingperformanceofcancerpanelsdetectingsmallvariantsoflowallelefrequency
AT yuying verifiedgenomicreferencesampleforassessingperformanceofcancerpanelsdetectingsmallvariantsoflowallelefrequency
AT zhangjiyang verifiedgenomicreferencesampleforassessingperformanceofcancerpanelsdetectingsmallvariantsoflowallelefrequency
AT zhangyifan verifiedgenomicreferencesampleforassessingperformanceofcancerpanelsdetectingsmallvariantsoflowallelefrequency
AT zhangzhihong verifiedgenomicreferencesampleforassessingperformanceofcancerpanelsdetectingsmallvariantsoflowallelefrequency
AT zhengyuanting verifiedgenomicreferencesampleforassessingperformanceofcancerpanelsdetectingsmallvariantsoflowallelefrequency
AT masonchristophere verifiedgenomicreferencesampleforassessingperformanceofcancerpanelsdetectingsmallvariantsoflowallelefrequency
AT willeyjamesc verifiedgenomicreferencesampleforassessingperformanceofcancerpanelsdetectingsmallvariantsoflowallelefrequency
AT tongweida verifiedgenomicreferencesampleforassessingperformanceofcancerpanelsdetectingsmallvariantsoflowallelefrequency
AT shileming verifiedgenomicreferencesampleforassessingperformanceofcancerpanelsdetectingsmallvariantsoflowallelefrequency
AT xujoshua verifiedgenomicreferencesampleforassessingperformanceofcancerpanelsdetectingsmallvariantsoflowallelefrequency