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Somatic mutations in benign breast disease tissues and association with breast cancer risk
BACKGROUND: Benign breast disease (BBD) is a risk factor for breast cancer (BC); however, little is known about the genetic alterations present at the time of BBD diagnosis and how these relate to risk of incident BC. METHODS: A subset of a long-term BBD cohort was selected to examine DNA variation...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8278587/ https://www.ncbi.nlm.nih.gov/pubmed/34261476 http://dx.doi.org/10.1186/s12920-021-01032-8 |
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author | Winham, Stacey J. Wang, Chen Heinzen, Ethan P. Bhagwate, Aditya Liu, Yuanhang McDonough, Samantha J. Stallings-Mann, Melody L. Frost, Marlene H. Vierkant, Robert A. Denison, Lori A. Carter, Jodi M. Sherman, Mark E. Radisky, Derek C. Degnim, Amy C. Cunningham, Julie M. |
author_facet | Winham, Stacey J. Wang, Chen Heinzen, Ethan P. Bhagwate, Aditya Liu, Yuanhang McDonough, Samantha J. Stallings-Mann, Melody L. Frost, Marlene H. Vierkant, Robert A. Denison, Lori A. Carter, Jodi M. Sherman, Mark E. Radisky, Derek C. Degnim, Amy C. Cunningham, Julie M. |
author_sort | Winham, Stacey J. |
collection | PubMed |
description | BACKGROUND: Benign breast disease (BBD) is a risk factor for breast cancer (BC); however, little is known about the genetic alterations present at the time of BBD diagnosis and how these relate to risk of incident BC. METHODS: A subset of a long-term BBD cohort was selected to examine DNA variation across three BBD groups (42 future estrogen receptor-positive (ER+) BC, 36 future estrogen receptor-negative (ER−) BC, and 42 controls cancer-free for at least 16 years post-BBD). DNA extracted from archival formalin fixed, paraffin-embedded (FFPE) tissue blocks was analyzed for presence of DNA alterations using a targeted panel of 93 BC-associated genes. To address artifacts frequently observed in FFPE tissues (e.g., C>T changes), we applied three filtering strategies based on alternative allele frequencies and nucleotide substitution context. Gene-level associations were performed using two types of burden tests and adjusted for clinical and technical covariates. RESULTS: After filtering, the variant frequency of SNPs in our sample was highly consistent with population allele frequencies reported in 1 KG/ExAC (0.986, p < 1e−16). The top ten genes found to be nominally associated with later cancer status by four of 12 association methods(p < 0.05) were MED12, MSH2, BRIP1, PMS1, GATA3, MUC16, FAM175A, EXT2, MLH1 and TGFB1, although these were not statistically significant in permutation testing. However, all 10 gene-level associations had OR < 1 with lower mutation burden in controls compared to cases, which was marginally statistically significant in permutation testing (p = 0.04). Comparing between the three case groups, BBD ER+ cases were closer to controls in mutation profile, while BBD ER− cases were distinct. Notably, the variant burden was significantly higher in controls than in either ER+ or ER− cases. CD45 expression was associated with mutational burden (p < 0.001). CONCLUSIONS: Somatic mutations were more frequent in benign breast tissue from women who did not develop cancer, opening questions of clonal diversity or immune-mediated restraint on future cancer development. CD45 expression was positively associated with mutational burden, most strongly in controls. Further studies in both normal and premalignant tissues are needed to better understand the role of somatic gene mutations and their contribution to future cancer development. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12920-021-01032-8. |
format | Online Article Text |
id | pubmed-8278587 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-82785872021-07-14 Somatic mutations in benign breast disease tissues and association with breast cancer risk Winham, Stacey J. Wang, Chen Heinzen, Ethan P. Bhagwate, Aditya Liu, Yuanhang McDonough, Samantha J. Stallings-Mann, Melody L. Frost, Marlene H. Vierkant, Robert A. Denison, Lori A. Carter, Jodi M. Sherman, Mark E. Radisky, Derek C. Degnim, Amy C. Cunningham, Julie M. BMC Med Genomics Research Article BACKGROUND: Benign breast disease (BBD) is a risk factor for breast cancer (BC); however, little is known about the genetic alterations present at the time of BBD diagnosis and how these relate to risk of incident BC. METHODS: A subset of a long-term BBD cohort was selected to examine DNA variation across three BBD groups (42 future estrogen receptor-positive (ER+) BC, 36 future estrogen receptor-negative (ER−) BC, and 42 controls cancer-free for at least 16 years post-BBD). DNA extracted from archival formalin fixed, paraffin-embedded (FFPE) tissue blocks was analyzed for presence of DNA alterations using a targeted panel of 93 BC-associated genes. To address artifacts frequently observed in FFPE tissues (e.g., C>T changes), we applied three filtering strategies based on alternative allele frequencies and nucleotide substitution context. Gene-level associations were performed using two types of burden tests and adjusted for clinical and technical covariates. RESULTS: After filtering, the variant frequency of SNPs in our sample was highly consistent with population allele frequencies reported in 1 KG/ExAC (0.986, p < 1e−16). The top ten genes found to be nominally associated with later cancer status by four of 12 association methods(p < 0.05) were MED12, MSH2, BRIP1, PMS1, GATA3, MUC16, FAM175A, EXT2, MLH1 and TGFB1, although these were not statistically significant in permutation testing. However, all 10 gene-level associations had OR < 1 with lower mutation burden in controls compared to cases, which was marginally statistically significant in permutation testing (p = 0.04). Comparing between the three case groups, BBD ER+ cases were closer to controls in mutation profile, while BBD ER− cases were distinct. Notably, the variant burden was significantly higher in controls than in either ER+ or ER− cases. CD45 expression was associated with mutational burden (p < 0.001). CONCLUSIONS: Somatic mutations were more frequent in benign breast tissue from women who did not develop cancer, opening questions of clonal diversity or immune-mediated restraint on future cancer development. CD45 expression was positively associated with mutational burden, most strongly in controls. Further studies in both normal and premalignant tissues are needed to better understand the role of somatic gene mutations and their contribution to future cancer development. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12920-021-01032-8. BioMed Central 2021-07-14 /pmc/articles/PMC8278587/ /pubmed/34261476 http://dx.doi.org/10.1186/s12920-021-01032-8 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Winham, Stacey J. Wang, Chen Heinzen, Ethan P. Bhagwate, Aditya Liu, Yuanhang McDonough, Samantha J. Stallings-Mann, Melody L. Frost, Marlene H. Vierkant, Robert A. Denison, Lori A. Carter, Jodi M. Sherman, Mark E. Radisky, Derek C. Degnim, Amy C. Cunningham, Julie M. Somatic mutations in benign breast disease tissues and association with breast cancer risk |
title | Somatic mutations in benign breast disease tissues and association with breast cancer risk |
title_full | Somatic mutations in benign breast disease tissues and association with breast cancer risk |
title_fullStr | Somatic mutations in benign breast disease tissues and association with breast cancer risk |
title_full_unstemmed | Somatic mutations in benign breast disease tissues and association with breast cancer risk |
title_short | Somatic mutations in benign breast disease tissues and association with breast cancer risk |
title_sort | somatic mutations in benign breast disease tissues and association with breast cancer risk |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8278587/ https://www.ncbi.nlm.nih.gov/pubmed/34261476 http://dx.doi.org/10.1186/s12920-021-01032-8 |
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