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The genetic interplay between body mass index, breast size and breast cancer risk: a Mendelian randomization analysis
BACKGROUND: Evidence linking breast size to breast cancer risk has been inconsistent, and its interpretation is often hampered by confounding factors such as body mass index (BMI). Here, we used linkage disequilibrium score regression and two-sample Mendelian randomization (MR) to examine the geneti...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6659372/ https://www.ncbi.nlm.nih.gov/pubmed/31243447 http://dx.doi.org/10.1093/ije/dyz124 |
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author | Ooi, Brandon Nick Sern Loh, Huiwen Ho, Peh Joo Milne, Roger L Giles, Graham Gao, Chi Kraft, Peter John, Esther M Swerdlow, Anthony Brenner, Hermann Wu, Anna H Haiman, Christopher Evans, D Gareth Zheng, Wei Fasching, Peter A Castelao, Jose Esteban Kwong, Ava Shen, Xia Czene, Kamila Hall, Per Dunning, Alison Easton, Douglas Hartman, Mikael Li, Jingmei |
author_facet | Ooi, Brandon Nick Sern Loh, Huiwen Ho, Peh Joo Milne, Roger L Giles, Graham Gao, Chi Kraft, Peter John, Esther M Swerdlow, Anthony Brenner, Hermann Wu, Anna H Haiman, Christopher Evans, D Gareth Zheng, Wei Fasching, Peter A Castelao, Jose Esteban Kwong, Ava Shen, Xia Czene, Kamila Hall, Per Dunning, Alison Easton, Douglas Hartman, Mikael Li, Jingmei |
author_sort | Ooi, Brandon Nick Sern |
collection | PubMed |
description | BACKGROUND: Evidence linking breast size to breast cancer risk has been inconsistent, and its interpretation is often hampered by confounding factors such as body mass index (BMI). Here, we used linkage disequilibrium score regression and two-sample Mendelian randomization (MR) to examine the genetic associations between BMI, breast size and breast cancer risk. METHODS: Summary-level genotype data from 23andMe, Inc (breast size, n = 33 790), the Breast Cancer Association Consortium (breast cancer risk, n = 228 951) and the Genetic Investigation of ANthropometric Traits (BMI, n = 183 507) were used for our analyses. In assessing causal relationships, four complementary MR techniques [inverse variance weighted (IVW), weighted median, weighted mode and MR-Egger regression] were used to test the robustness of the results. RESULTS: The genetic correlation (rg) estimated between BMI and breast size was high (rg = 0.50, P = 3.89x10(−43)). All MR methods provided consistent evidence that higher genetically predicted BMI was associated with larger breast size [odds ratio (OR(IVW)): 2.06 (1.80–2.35), P = 1.38x10(−26)] and lower overall breast cancer risk [OR(IVW): 0.81 (0.74–0.89), P = 9.44x10(−6)]. No evidence of a relationship between genetically predicted breast size and breast cancer risk was found except when using the weighted median and weighted mode methods, and only with oestrogen receptor (ER)-negative risk. There was no evidence of reverse causality in any of the analyses conducted (P > 0.050). CONCLUSION: Our findings indicate a potential positive causal association between BMI and breast size and a potential negative causal association between BMI and breast cancer risk. We found no clear evidence for a direct relationship between breast size and breast cancer risk. |
format | Online Article Text |
id | pubmed-6659372 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-66593722019-08-02 The genetic interplay between body mass index, breast size and breast cancer risk: a Mendelian randomization analysis Ooi, Brandon Nick Sern Loh, Huiwen Ho, Peh Joo Milne, Roger L Giles, Graham Gao, Chi Kraft, Peter John, Esther M Swerdlow, Anthony Brenner, Hermann Wu, Anna H Haiman, Christopher Evans, D Gareth Zheng, Wei Fasching, Peter A Castelao, Jose Esteban Kwong, Ava Shen, Xia Czene, Kamila Hall, Per Dunning, Alison Easton, Douglas Hartman, Mikael Li, Jingmei Int J Epidemiol Mendelian Randomization BACKGROUND: Evidence linking breast size to breast cancer risk has been inconsistent, and its interpretation is often hampered by confounding factors such as body mass index (BMI). Here, we used linkage disequilibrium score regression and two-sample Mendelian randomization (MR) to examine the genetic associations between BMI, breast size and breast cancer risk. METHODS: Summary-level genotype data from 23andMe, Inc (breast size, n = 33 790), the Breast Cancer Association Consortium (breast cancer risk, n = 228 951) and the Genetic Investigation of ANthropometric Traits (BMI, n = 183 507) were used for our analyses. In assessing causal relationships, four complementary MR techniques [inverse variance weighted (IVW), weighted median, weighted mode and MR-Egger regression] were used to test the robustness of the results. RESULTS: The genetic correlation (rg) estimated between BMI and breast size was high (rg = 0.50, P = 3.89x10(−43)). All MR methods provided consistent evidence that higher genetically predicted BMI was associated with larger breast size [odds ratio (OR(IVW)): 2.06 (1.80–2.35), P = 1.38x10(−26)] and lower overall breast cancer risk [OR(IVW): 0.81 (0.74–0.89), P = 9.44x10(−6)]. No evidence of a relationship between genetically predicted breast size and breast cancer risk was found except when using the weighted median and weighted mode methods, and only with oestrogen receptor (ER)-negative risk. There was no evidence of reverse causality in any of the analyses conducted (P > 0.050). CONCLUSION: Our findings indicate a potential positive causal association between BMI and breast size and a potential negative causal association between BMI and breast cancer risk. We found no clear evidence for a direct relationship between breast size and breast cancer risk. Oxford University Press 2019-06 2019-06-26 /pmc/articles/PMC6659372/ /pubmed/31243447 http://dx.doi.org/10.1093/ije/dyz124 Text en © The Author(s) 2019. Published by Oxford University Press on behalf of the International Epidemiological Association. http://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Mendelian Randomization Ooi, Brandon Nick Sern Loh, Huiwen Ho, Peh Joo Milne, Roger L Giles, Graham Gao, Chi Kraft, Peter John, Esther M Swerdlow, Anthony Brenner, Hermann Wu, Anna H Haiman, Christopher Evans, D Gareth Zheng, Wei Fasching, Peter A Castelao, Jose Esteban Kwong, Ava Shen, Xia Czene, Kamila Hall, Per Dunning, Alison Easton, Douglas Hartman, Mikael Li, Jingmei The genetic interplay between body mass index, breast size and breast cancer risk: a Mendelian randomization analysis |
title | The genetic interplay between body mass index, breast size and breast cancer risk: a Mendelian randomization analysis |
title_full | The genetic interplay between body mass index, breast size and breast cancer risk: a Mendelian randomization analysis |
title_fullStr | The genetic interplay between body mass index, breast size and breast cancer risk: a Mendelian randomization analysis |
title_full_unstemmed | The genetic interplay between body mass index, breast size and breast cancer risk: a Mendelian randomization analysis |
title_short | The genetic interplay between body mass index, breast size and breast cancer risk: a Mendelian randomization analysis |
title_sort | genetic interplay between body mass index, breast size and breast cancer risk: a mendelian randomization analysis |
topic | Mendelian Randomization |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6659372/ https://www.ncbi.nlm.nih.gov/pubmed/31243447 http://dx.doi.org/10.1093/ije/dyz124 |
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