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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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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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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. |
format | Online Article Text |
id | pubmed-8051128 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
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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