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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...

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Autores principales: 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group US 2020
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.
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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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