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Integration of functional assay data results provides strong evidence for classification of hundreds of BRCA1 variants of uncertain significance
PURPOSE: BRCA1 pathogenic variant heterozygotes are at a substantially increased risk for breast and ovarian cancer. The widespread uptake of testing has led to a significant increase in the detection of missense variants in BRCA1, the vast majority of which are variants of uncertain clinical signif...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group US
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7862071/ https://www.ncbi.nlm.nih.gov/pubmed/33087888 http://dx.doi.org/10.1038/s41436-020-00991-0 |
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author | Lyra, Paulo C. M. Nepomuceno, Thales C. de Souza, Marcele L. M. Machado, Géssica F. Veloso, Mariana F. Henriques, Taciane B. dos Santos, Diandra Z. Ribeiro, Iuly G. Ribeiro, Roberto S. Rangel, Leticia B. A. Richardson, Marcy Iversen, Edwin S. Goldgar, David Couch, Fergus J. Carvalho, Marcelo A. Monteiro, Alvaro N. A. |
author_facet | Lyra, Paulo C. M. Nepomuceno, Thales C. de Souza, Marcele L. M. Machado, Géssica F. Veloso, Mariana F. Henriques, Taciane B. dos Santos, Diandra Z. Ribeiro, Iuly G. Ribeiro, Roberto S. Rangel, Leticia B. A. Richardson, Marcy Iversen, Edwin S. Goldgar, David Couch, Fergus J. Carvalho, Marcelo A. Monteiro, Alvaro N. A. |
author_sort | Lyra, Paulo C. M. |
collection | PubMed |
description | PURPOSE: BRCA1 pathogenic variant heterozygotes are at a substantially increased risk for breast and ovarian cancer. The widespread uptake of testing has led to a significant increase in the detection of missense variants in BRCA1, the vast majority of which are variants of uncertain clinical significance (VUS), posing a challenge to genetic counseling. Here, we harness a wealth of functional data for thousands of variants to aid in variant classification. METHODS: We have collected, curated, and harmonized functional data for 2701 missense variants representing 24.5% of possible missense variants in BRCA1. Results were harmonized across studies by converting data into binary categorical variables (functional impact versus no functional impact). Using a panel of reference variants we identified a subset of assays with high sensitivity and specificity (≥80%) and apply the American College of Medical Genetics and Genomics/Association for Molecular Pathology (ACMG/AMP) variant interpretation guidelines to assign evidence criteria for classification. RESULTS: Integration of data from validated assays provided ACMG/AMP evidence criteria in favor of pathogenicity for 297 variants or against pathogenicity for 2058 representing 96.2% of current VUS functionally assessed. We also explore discordant results and identify limitations in the approach. CONCLUSION: High quality functional data are available for BRCA1 missense variants and provide evidence for classification of 2355 VUS according to their pathogenicity. |
format | Online Article Text |
id | pubmed-7862071 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group US |
record_format | MEDLINE/PubMed |
spelling | pubmed-78620712021-02-16 Integration of functional assay data results provides strong evidence for classification of hundreds of BRCA1 variants of uncertain significance Lyra, Paulo C. M. Nepomuceno, Thales C. de Souza, Marcele L. M. Machado, Géssica F. Veloso, Mariana F. Henriques, Taciane B. dos Santos, Diandra Z. Ribeiro, Iuly G. Ribeiro, Roberto S. Rangel, Leticia B. A. Richardson, Marcy Iversen, Edwin S. Goldgar, David Couch, Fergus J. Carvalho, Marcelo A. Monteiro, Alvaro N. A. Genet Med Article PURPOSE: BRCA1 pathogenic variant heterozygotes are at a substantially increased risk for breast and ovarian cancer. The widespread uptake of testing has led to a significant increase in the detection of missense variants in BRCA1, the vast majority of which are variants of uncertain clinical significance (VUS), posing a challenge to genetic counseling. Here, we harness a wealth of functional data for thousands of variants to aid in variant classification. METHODS: We have collected, curated, and harmonized functional data for 2701 missense variants representing 24.5% of possible missense variants in BRCA1. Results were harmonized across studies by converting data into binary categorical variables (functional impact versus no functional impact). Using a panel of reference variants we identified a subset of assays with high sensitivity and specificity (≥80%) and apply the American College of Medical Genetics and Genomics/Association for Molecular Pathology (ACMG/AMP) variant interpretation guidelines to assign evidence criteria for classification. RESULTS: Integration of data from validated assays provided ACMG/AMP evidence criteria in favor of pathogenicity for 297 variants or against pathogenicity for 2058 representing 96.2% of current VUS functionally assessed. We also explore discordant results and identify limitations in the approach. CONCLUSION: High quality functional data are available for BRCA1 missense variants and provide evidence for classification of 2355 VUS according to their pathogenicity. Nature Publishing Group US 2020-10-22 2021 /pmc/articles/PMC7862071/ /pubmed/33087888 http://dx.doi.org/10.1038/s41436-020-00991-0 Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License, which permits any non-commercial 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 license, and indicate if changes were made. If you remix, transform, or build upon this article or a part thereof, you must distribute your contributions under the same license as the original. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by-nc-sa/4.0/. |
spellingShingle | Article Lyra, Paulo C. M. Nepomuceno, Thales C. de Souza, Marcele L. M. Machado, Géssica F. Veloso, Mariana F. Henriques, Taciane B. dos Santos, Diandra Z. Ribeiro, Iuly G. Ribeiro, Roberto S. Rangel, Leticia B. A. Richardson, Marcy Iversen, Edwin S. Goldgar, David Couch, Fergus J. Carvalho, Marcelo A. Monteiro, Alvaro N. A. Integration of functional assay data results provides strong evidence for classification of hundreds of BRCA1 variants of uncertain significance |
title | Integration of functional assay data results provides strong evidence for classification of hundreds of BRCA1 variants of uncertain significance |
title_full | Integration of functional assay data results provides strong evidence for classification of hundreds of BRCA1 variants of uncertain significance |
title_fullStr | Integration of functional assay data results provides strong evidence for classification of hundreds of BRCA1 variants of uncertain significance |
title_full_unstemmed | Integration of functional assay data results provides strong evidence for classification of hundreds of BRCA1 variants of uncertain significance |
title_short | Integration of functional assay data results provides strong evidence for classification of hundreds of BRCA1 variants of uncertain significance |
title_sort | integration of functional assay data results provides strong evidence for classification of hundreds of brca1 variants of uncertain significance |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7862071/ https://www.ncbi.nlm.nih.gov/pubmed/33087888 http://dx.doi.org/10.1038/s41436-020-00991-0 |
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