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Germline variant burden in cancer genes correlates with age at diagnosis and somatic mutation burden
Cancers harbor many somatic mutations and germline variants, we hypothesized that the combined effect of germline variants that alter the structure, expression, or function of protein-coding regions of cancer-biology related genes (gHFI) determines which and how many somatic mutations (sM) must occu...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7228928/ https://www.ncbi.nlm.nih.gov/pubmed/32415133 http://dx.doi.org/10.1038/s41467-020-16293-7 |
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author | Qing, Tao Mohsen, Hussein Marczyk, Michal Ye, Yixuan O’Meara, Tess Zhao, Hongyu Townsend, Jeffrey P. Gerstein, Mark Hatzis, Christos Kluger, Yuval Pusztai, Lajos |
author_facet | Qing, Tao Mohsen, Hussein Marczyk, Michal Ye, Yixuan O’Meara, Tess Zhao, Hongyu Townsend, Jeffrey P. Gerstein, Mark Hatzis, Christos Kluger, Yuval Pusztai, Lajos |
author_sort | Qing, Tao |
collection | PubMed |
description | Cancers harbor many somatic mutations and germline variants, we hypothesized that the combined effect of germline variants that alter the structure, expression, or function of protein-coding regions of cancer-biology related genes (gHFI) determines which and how many somatic mutations (sM) must occur for malignant transformation. We show that gHFI and sM affect overlapping genes and the average number of gHFI in cancer hallmark genes is higher in patients who develop cancer at a younger age (r = −0.77, P = 0.0051), while the average number of sM increases in increasing age groups (r = 0.92, P = 0.000073). A strong negative correlation exists between average gHFI and average sM burden in increasing age groups (r = −0.70, P = 0.017). In early-onset cancers, the larger gHFI burden in cancer genes suggests a greater contribution of germline alterations to the transformation process while late-onset cancers are more driven by somatic mutations. |
format | Online Article Text |
id | pubmed-7228928 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-72289282020-06-05 Germline variant burden in cancer genes correlates with age at diagnosis and somatic mutation burden Qing, Tao Mohsen, Hussein Marczyk, Michal Ye, Yixuan O’Meara, Tess Zhao, Hongyu Townsend, Jeffrey P. Gerstein, Mark Hatzis, Christos Kluger, Yuval Pusztai, Lajos Nat Commun Article Cancers harbor many somatic mutations and germline variants, we hypothesized that the combined effect of germline variants that alter the structure, expression, or function of protein-coding regions of cancer-biology related genes (gHFI) determines which and how many somatic mutations (sM) must occur for malignant transformation. We show that gHFI and sM affect overlapping genes and the average number of gHFI in cancer hallmark genes is higher in patients who develop cancer at a younger age (r = −0.77, P = 0.0051), while the average number of sM increases in increasing age groups (r = 0.92, P = 0.000073). A strong negative correlation exists between average gHFI and average sM burden in increasing age groups (r = −0.70, P = 0.017). In early-onset cancers, the larger gHFI burden in cancer genes suggests a greater contribution of germline alterations to the transformation process while late-onset cancers are more driven by somatic mutations. Nature Publishing Group UK 2020-05-15 /pmc/articles/PMC7228928/ /pubmed/32415133 http://dx.doi.org/10.1038/s41467-020-16293-7 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 Qing, Tao Mohsen, Hussein Marczyk, Michal Ye, Yixuan O’Meara, Tess Zhao, Hongyu Townsend, Jeffrey P. Gerstein, Mark Hatzis, Christos Kluger, Yuval Pusztai, Lajos Germline variant burden in cancer genes correlates with age at diagnosis and somatic mutation burden |
title | Germline variant burden in cancer genes correlates with age at diagnosis and somatic mutation burden |
title_full | Germline variant burden in cancer genes correlates with age at diagnosis and somatic mutation burden |
title_fullStr | Germline variant burden in cancer genes correlates with age at diagnosis and somatic mutation burden |
title_full_unstemmed | Germline variant burden in cancer genes correlates with age at diagnosis and somatic mutation burden |
title_short | Germline variant burden in cancer genes correlates with age at diagnosis and somatic mutation burden |
title_sort | germline variant burden in cancer genes correlates with age at diagnosis and somatic mutation burden |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7228928/ https://www.ncbi.nlm.nih.gov/pubmed/32415133 http://dx.doi.org/10.1038/s41467-020-16293-7 |
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