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Concordance Between Genomic Alterations Detected by Tumor and Germline Sequencing: Results from a Tertiary Care Academic Center Molecular Tumor Board

OBJECTIVE: The majority of tumor sequencing currently performed on cancer patients does not include a matched normal control, and in cases where germline testing is performed, it is usually run independently of tumor testing. The rates of concordance between variants identified via germline and tumo...

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Autores principales: Green, Michelle F, Watson, Catherine H, Tait, Sarah, He, Jie, Pavlick, Dean C, Frampton, Garrett, Riedel, Jinny, Plichta, Jennifer K, Armstrong, Andrew J, Previs, Rebecca A, Kauff, Noah, Strickler, John H, Datto, Michael B, Berchuck, Andrew, Menendez, Carolyn S
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9847540/
https://www.ncbi.nlm.nih.gov/pubmed/35962742
http://dx.doi.org/10.1093/oncolo/oyac164
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author Green, Michelle F
Watson, Catherine H
Tait, Sarah
He, Jie
Pavlick, Dean C
Frampton, Garrett
Riedel, Jinny
Plichta, Jennifer K
Armstrong, Andrew J
Previs, Rebecca A
Kauff, Noah
Strickler, John H
Datto, Michael B
Berchuck, Andrew
Menendez, Carolyn S
author_facet Green, Michelle F
Watson, Catherine H
Tait, Sarah
He, Jie
Pavlick, Dean C
Frampton, Garrett
Riedel, Jinny
Plichta, Jennifer K
Armstrong, Andrew J
Previs, Rebecca A
Kauff, Noah
Strickler, John H
Datto, Michael B
Berchuck, Andrew
Menendez, Carolyn S
author_sort Green, Michelle F
collection PubMed
description OBJECTIVE: The majority of tumor sequencing currently performed on cancer patients does not include a matched normal control, and in cases where germline testing is performed, it is usually run independently of tumor testing. The rates of concordance between variants identified via germline and tumor testing in this context are poorly understood. We compared tumor and germline sequencing results in patients with breast, ovarian, pancreatic, and prostate cancer who were found to harbor alterations in genes associated with homologous recombination deficiency (HRD) and increased hereditary cancer risk. We then evaluated the potential for a computational somatic-germline-zygosity (SGZ) modeling algorithm to predict germline status based on tumor-only comprehensive genomic profiling (CGP) results. METHODS: A retrospective chart review was performed using an academic cancer center’s databases of somatic and germline sequencing tests, and concordance between tumor and germline results was assessed. SGZ modeling from tumor-only CGP was compared to germline results to assess this method’s accuracy in determining germline mutation status. RESULTS: A total of 115 patients with 146 total alterations were identified. Concordance rates between somatic and germline alterations ranged from 0% to 85.7% depending on the gene and variant classification. After correcting for differences in variant classification and filtering practices, SGZ modeling was found to have 97.2% sensitivity and 90.3% specificity for the prediction of somatic versus germline origin. CONCLUSIONS: Mutations in HRD genes identified by tumor-only sequencing are frequently germline. Providers should be aware that technical differences related to assay design, variant filtering, and variant classification can contribute to discordance between tumor-only and germline sequencing test results. In addition, SGZ modeling had high predictive power to distinguish between mutations of somatic and germline origin without the need for a matched normal control, and could potentially be considered to inform clinical decision-making.
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spelling pubmed-98475402023-01-20 Concordance Between Genomic Alterations Detected by Tumor and Germline Sequencing: Results from a Tertiary Care Academic Center Molecular Tumor Board Green, Michelle F Watson, Catherine H Tait, Sarah He, Jie Pavlick, Dean C Frampton, Garrett Riedel, Jinny Plichta, Jennifer K Armstrong, Andrew J Previs, Rebecca A Kauff, Noah Strickler, John H Datto, Michael B Berchuck, Andrew Menendez, Carolyn S Oncologist Cancer Diagnostics and Molecular Pathology OBJECTIVE: The majority of tumor sequencing currently performed on cancer patients does not include a matched normal control, and in cases where germline testing is performed, it is usually run independently of tumor testing. The rates of concordance between variants identified via germline and tumor testing in this context are poorly understood. We compared tumor and germline sequencing results in patients with breast, ovarian, pancreatic, and prostate cancer who were found to harbor alterations in genes associated with homologous recombination deficiency (HRD) and increased hereditary cancer risk. We then evaluated the potential for a computational somatic-germline-zygosity (SGZ) modeling algorithm to predict germline status based on tumor-only comprehensive genomic profiling (CGP) results. METHODS: A retrospective chart review was performed using an academic cancer center’s databases of somatic and germline sequencing tests, and concordance between tumor and germline results was assessed. SGZ modeling from tumor-only CGP was compared to germline results to assess this method’s accuracy in determining germline mutation status. RESULTS: A total of 115 patients with 146 total alterations were identified. Concordance rates between somatic and germline alterations ranged from 0% to 85.7% depending on the gene and variant classification. After correcting for differences in variant classification and filtering practices, SGZ modeling was found to have 97.2% sensitivity and 90.3% specificity for the prediction of somatic versus germline origin. CONCLUSIONS: Mutations in HRD genes identified by tumor-only sequencing are frequently germline. Providers should be aware that technical differences related to assay design, variant filtering, and variant classification can contribute to discordance between tumor-only and germline sequencing test results. In addition, SGZ modeling had high predictive power to distinguish between mutations of somatic and germline origin without the need for a matched normal control, and could potentially be considered to inform clinical decision-making. Oxford University Press 2023-01-18 /pmc/articles/PMC9847540/ /pubmed/35962742 http://dx.doi.org/10.1093/oncolo/oyac164 Text en © The Author(s) 2022. Published by Oxford University Press. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Cancer Diagnostics and Molecular Pathology
Green, Michelle F
Watson, Catherine H
Tait, Sarah
He, Jie
Pavlick, Dean C
Frampton, Garrett
Riedel, Jinny
Plichta, Jennifer K
Armstrong, Andrew J
Previs, Rebecca A
Kauff, Noah
Strickler, John H
Datto, Michael B
Berchuck, Andrew
Menendez, Carolyn S
Concordance Between Genomic Alterations Detected by Tumor and Germline Sequencing: Results from a Tertiary Care Academic Center Molecular Tumor Board
title Concordance Between Genomic Alterations Detected by Tumor and Germline Sequencing: Results from a Tertiary Care Academic Center Molecular Tumor Board
title_full Concordance Between Genomic Alterations Detected by Tumor and Germline Sequencing: Results from a Tertiary Care Academic Center Molecular Tumor Board
title_fullStr Concordance Between Genomic Alterations Detected by Tumor and Germline Sequencing: Results from a Tertiary Care Academic Center Molecular Tumor Board
title_full_unstemmed Concordance Between Genomic Alterations Detected by Tumor and Germline Sequencing: Results from a Tertiary Care Academic Center Molecular Tumor Board
title_short Concordance Between Genomic Alterations Detected by Tumor and Germline Sequencing: Results from a Tertiary Care Academic Center Molecular Tumor Board
title_sort concordance between genomic alterations detected by tumor and germline sequencing: results from a tertiary care academic center molecular tumor board
topic Cancer Diagnostics and Molecular Pathology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9847540/
https://www.ncbi.nlm.nih.gov/pubmed/35962742
http://dx.doi.org/10.1093/oncolo/oyac164
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