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Germline variants and somatic mutation signatures of breast cancer across populations of African and European ancestry in the US and Nigeria
Somatic mutation signatures may represent footprints of genetic and environmental exposures that cause different cancer. Few studies have comprehensively examined their association with germline variants, and none in an indigenous African population. SomaticSignatures was employed to extract mutatio...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley & Sons, Inc.
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6851589/ https://www.ncbi.nlm.nih.gov/pubmed/31173346 http://dx.doi.org/10.1002/ijc.32498 |
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author | Wang, Shengfeng Pitt, Jason J. Zheng, Yonglan Yoshimatsu, Toshio F. Gao, Guimin Sanni, Ayodele Oluwasola, Olayiwola Ajani, Mustapha Fitzgerald, Dominic Odetunde, Abayomi Khramtsova, Galina Hurley, Ian Popoola, Abiodun Falusi, Adeyinka Ogundiran, Temidayo Obafunwa, John Ojengbede, Oladosu Ibrahim, Nasiru Barretina, Jordi White, Kevin P. Huo, Dezheng Olopade, Olufunmilayo I. |
author_facet | Wang, Shengfeng Pitt, Jason J. Zheng, Yonglan Yoshimatsu, Toshio F. Gao, Guimin Sanni, Ayodele Oluwasola, Olayiwola Ajani, Mustapha Fitzgerald, Dominic Odetunde, Abayomi Khramtsova, Galina Hurley, Ian Popoola, Abiodun Falusi, Adeyinka Ogundiran, Temidayo Obafunwa, John Ojengbede, Oladosu Ibrahim, Nasiru Barretina, Jordi White, Kevin P. Huo, Dezheng Olopade, Olufunmilayo I. |
author_sort | Wang, Shengfeng |
collection | PubMed |
description | Somatic mutation signatures may represent footprints of genetic and environmental exposures that cause different cancer. Few studies have comprehensively examined their association with germline variants, and none in an indigenous African population. SomaticSignatures was employed to extract mutation signatures based on whole‐genome or whole‐exome sequencing data from female patients with breast cancer (TCGA, training set, n = 1,011; Nigerian samples, validation set, n = 170), and to estimate contributions of signatures in each sample. Association between somatic signatures and common single nucleotide polymorphisms (SNPs) or rare deleterious variants were examined using linear regression. Nine stable signatures were inferred, and four signatures (APOBEC C>T, APOBEC C>G, aging and homologous recombination deficiency) were highly similar to known COSMIC signatures and explained the majority (60–85%) of signature contributions. There were significant heritable components associated with APOBEC C>T signature (h (2) = 0.575, p = 0.010) and the combined APOBEC signatures (h (2) = 0.432, p = 0.042). In TCGA dataset, seven common SNPs within or near GNB5 were significantly associated with an increased proportion (beta = 0.33, 95% CI = 0.21–0.45) of APOBEC signature contribution at genome‐wide significance, while rare germline mutations in MTCL1 was also significantly associated with a higher contribution of this signature (p = 6.1 × 10(−6)). This is the first study to identify associations between germline variants and mutational patterns in breast cancer across diverse populations and geography. The findings provide evidence to substantiate causal links between germline genetic risk variants and carcinogenesis. |
format | Online Article Text |
id | pubmed-6851589 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | John Wiley & Sons, Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-68515892019-11-18 Germline variants and somatic mutation signatures of breast cancer across populations of African and European ancestry in the US and Nigeria Wang, Shengfeng Pitt, Jason J. Zheng, Yonglan Yoshimatsu, Toshio F. Gao, Guimin Sanni, Ayodele Oluwasola, Olayiwola Ajani, Mustapha Fitzgerald, Dominic Odetunde, Abayomi Khramtsova, Galina Hurley, Ian Popoola, Abiodun Falusi, Adeyinka Ogundiran, Temidayo Obafunwa, John Ojengbede, Oladosu Ibrahim, Nasiru Barretina, Jordi White, Kevin P. Huo, Dezheng Olopade, Olufunmilayo I. Int J Cancer Cancer Genetics and Epigenetics Somatic mutation signatures may represent footprints of genetic and environmental exposures that cause different cancer. Few studies have comprehensively examined their association with germline variants, and none in an indigenous African population. SomaticSignatures was employed to extract mutation signatures based on whole‐genome or whole‐exome sequencing data from female patients with breast cancer (TCGA, training set, n = 1,011; Nigerian samples, validation set, n = 170), and to estimate contributions of signatures in each sample. Association between somatic signatures and common single nucleotide polymorphisms (SNPs) or rare deleterious variants were examined using linear regression. Nine stable signatures were inferred, and four signatures (APOBEC C>T, APOBEC C>G, aging and homologous recombination deficiency) were highly similar to known COSMIC signatures and explained the majority (60–85%) of signature contributions. There were significant heritable components associated with APOBEC C>T signature (h (2) = 0.575, p = 0.010) and the combined APOBEC signatures (h (2) = 0.432, p = 0.042). In TCGA dataset, seven common SNPs within or near GNB5 were significantly associated with an increased proportion (beta = 0.33, 95% CI = 0.21–0.45) of APOBEC signature contribution at genome‐wide significance, while rare germline mutations in MTCL1 was also significantly associated with a higher contribution of this signature (p = 6.1 × 10(−6)). This is the first study to identify associations between germline variants and mutational patterns in breast cancer across diverse populations and geography. The findings provide evidence to substantiate causal links between germline genetic risk variants and carcinogenesis. John Wiley & Sons, Inc. 2019-06-27 2019-12-15 /pmc/articles/PMC6851589/ /pubmed/31173346 http://dx.doi.org/10.1002/ijc.32498 Text en © 2019 The Authors. International Journal of Cancer published by John Wiley & Sons Ltd on behalf of UICC This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes. |
spellingShingle | Cancer Genetics and Epigenetics Wang, Shengfeng Pitt, Jason J. Zheng, Yonglan Yoshimatsu, Toshio F. Gao, Guimin Sanni, Ayodele Oluwasola, Olayiwola Ajani, Mustapha Fitzgerald, Dominic Odetunde, Abayomi Khramtsova, Galina Hurley, Ian Popoola, Abiodun Falusi, Adeyinka Ogundiran, Temidayo Obafunwa, John Ojengbede, Oladosu Ibrahim, Nasiru Barretina, Jordi White, Kevin P. Huo, Dezheng Olopade, Olufunmilayo I. Germline variants and somatic mutation signatures of breast cancer across populations of African and European ancestry in the US and Nigeria |
title | Germline variants and somatic mutation signatures of breast cancer across populations of African and European ancestry in the US and Nigeria |
title_full | Germline variants and somatic mutation signatures of breast cancer across populations of African and European ancestry in the US and Nigeria |
title_fullStr | Germline variants and somatic mutation signatures of breast cancer across populations of African and European ancestry in the US and Nigeria |
title_full_unstemmed | Germline variants and somatic mutation signatures of breast cancer across populations of African and European ancestry in the US and Nigeria |
title_short | Germline variants and somatic mutation signatures of breast cancer across populations of African and European ancestry in the US and Nigeria |
title_sort | germline variants and somatic mutation signatures of breast cancer across populations of african and european ancestry in the us and nigeria |
topic | Cancer Genetics and Epigenetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6851589/ https://www.ncbi.nlm.nih.gov/pubmed/31173346 http://dx.doi.org/10.1002/ijc.32498 |
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