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Using whole-genome sequencing data to derive the homologous recombination deficiency scores

The homologous recombination deficiency (HRD) score was developed using whole-genome copy number data derived from arrays as a way to infer deficiency in the homologous recombination DNA damage repair pathway (in particular BRCA1 or BRCA2 deficiency) in breast cancer samples. The score has utility i...

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Autores principales: de Luca, Xavier M., Newell, Felicity, Kazakoff, Stephen H., Hartel, Gunter, McCart Reed, Amy E., Holmes, Oliver, Xu, Qinying, Wood, Scott, Leonard, Conrad, Pearson, John V., Lakhani, Sunil R., Waddell, Nicola, Nones, Katia, Simpson, Peter T.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7414867/
https://www.ncbi.nlm.nih.gov/pubmed/32818150
http://dx.doi.org/10.1038/s41523-020-0172-0
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author de Luca, Xavier M.
Newell, Felicity
Kazakoff, Stephen H.
Hartel, Gunter
McCart Reed, Amy E.
Holmes, Oliver
Xu, Qinying
Wood, Scott
Leonard, Conrad
Pearson, John V.
Lakhani, Sunil R.
Waddell, Nicola
Nones, Katia
Simpson, Peter T.
author_facet de Luca, Xavier M.
Newell, Felicity
Kazakoff, Stephen H.
Hartel, Gunter
McCart Reed, Amy E.
Holmes, Oliver
Xu, Qinying
Wood, Scott
Leonard, Conrad
Pearson, John V.
Lakhani, Sunil R.
Waddell, Nicola
Nones, Katia
Simpson, Peter T.
author_sort de Luca, Xavier M.
collection PubMed
description The homologous recombination deficiency (HRD) score was developed using whole-genome copy number data derived from arrays as a way to infer deficiency in the homologous recombination DNA damage repair pathway (in particular BRCA1 or BRCA2 deficiency) in breast cancer samples. The score has utility in understanding tumour biology and may be indicative of response to certain therapeutic strategies. Studies have used whole-exome sequencing to derive the HRD score, however, with increasing use of whole-genome sequencing (WGS) to characterise tumour genomes, there has yet to be a comprehensive comparison between HRD scores derived by array versus WGS. Here we demonstrate that there is both a high correlation and a good agreement between array- and WGS-derived HRD scores and between the scores derived from WGS and downsampled WGS to represent shallow WGS. For samples with an HRD score close to threshold for stratifying HR proficiency or deficiency there was however some disagreement in the HR status between array and WGS data, highlighting the importance of not relying on a single method of ascertaining the homologous recombination status of a tumour.
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spelling pubmed-74148672020-08-17 Using whole-genome sequencing data to derive the homologous recombination deficiency scores de Luca, Xavier M. Newell, Felicity Kazakoff, Stephen H. Hartel, Gunter McCart Reed, Amy E. Holmes, Oliver Xu, Qinying Wood, Scott Leonard, Conrad Pearson, John V. Lakhani, Sunil R. Waddell, Nicola Nones, Katia Simpson, Peter T. NPJ Breast Cancer Article The homologous recombination deficiency (HRD) score was developed using whole-genome copy number data derived from arrays as a way to infer deficiency in the homologous recombination DNA damage repair pathway (in particular BRCA1 or BRCA2 deficiency) in breast cancer samples. The score has utility in understanding tumour biology and may be indicative of response to certain therapeutic strategies. Studies have used whole-exome sequencing to derive the HRD score, however, with increasing use of whole-genome sequencing (WGS) to characterise tumour genomes, there has yet to be a comprehensive comparison between HRD scores derived by array versus WGS. Here we demonstrate that there is both a high correlation and a good agreement between array- and WGS-derived HRD scores and between the scores derived from WGS and downsampled WGS to represent shallow WGS. For samples with an HRD score close to threshold for stratifying HR proficiency or deficiency there was however some disagreement in the HR status between array and WGS data, highlighting the importance of not relying on a single method of ascertaining the homologous recombination status of a tumour. Nature Publishing Group UK 2020-08-07 /pmc/articles/PMC7414867/ /pubmed/32818150 http://dx.doi.org/10.1038/s41523-020-0172-0 Text en © The Author(s) 2020 Open Access This 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 license, and indicate if changes were made. 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/4.0/.
spellingShingle Article
de Luca, Xavier M.
Newell, Felicity
Kazakoff, Stephen H.
Hartel, Gunter
McCart Reed, Amy E.
Holmes, Oliver
Xu, Qinying
Wood, Scott
Leonard, Conrad
Pearson, John V.
Lakhani, Sunil R.
Waddell, Nicola
Nones, Katia
Simpson, Peter T.
Using whole-genome sequencing data to derive the homologous recombination deficiency scores
title Using whole-genome sequencing data to derive the homologous recombination deficiency scores
title_full Using whole-genome sequencing data to derive the homologous recombination deficiency scores
title_fullStr Using whole-genome sequencing data to derive the homologous recombination deficiency scores
title_full_unstemmed Using whole-genome sequencing data to derive the homologous recombination deficiency scores
title_short Using whole-genome sequencing data to derive the homologous recombination deficiency scores
title_sort using whole-genome sequencing data to derive the homologous recombination deficiency scores
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7414867/
https://www.ncbi.nlm.nih.gov/pubmed/32818150
http://dx.doi.org/10.1038/s41523-020-0172-0
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