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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...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2023
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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. |
format | Online Article Text |
id | pubmed-9847540 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
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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