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Genetically Predicted Body Mass Index and Breast Cancer Risk: Mendelian Randomization Analyses of Data from 145,000 Women of European Descent
BACKGROUND: Observational epidemiological studies have shown that high body mass index (BMI) is associated with a reduced risk of breast cancer in premenopausal women but an increased risk in postmenopausal women. It is unclear whether this association is mediated through shared genetic or environme...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4995025/ https://www.ncbi.nlm.nih.gov/pubmed/27551723 http://dx.doi.org/10.1371/journal.pmed.1002105 |
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author | Guo, Yan Warren Andersen, Shaneda Shu, Xiao-Ou Michailidou, Kyriaki Bolla, Manjeet K. Wang, Qin Garcia-Closas, Montserrat Milne, Roger L. Schmidt, Marjanka K. Chang-Claude, Jenny Dunning, Allison Bojesen, Stig E. Ahsan, Habibul Aittomäki, Kristiina Andrulis, Irene L. Anton-Culver, Hoda Arndt, Volker Beckmann, Matthias W. Beeghly-Fadiel, Alicia Benitez, Javier Bogdanova, Natalia V. Bonanni, Bernardo Børresen-Dale, Anne-Lise Brand, Judith Brauch, Hiltrud Brenner, Hermann Brüning, Thomas Burwinkel, Barbara Casey, Graham Chenevix-Trench, Georgia Couch, Fergus J. Cox, Angela Cross, Simon S. Czene, Kamila Devilee, Peter Dörk, Thilo Dumont, Martine Fasching, Peter A. Figueroa, Jonine Flesch-Janys, Dieter Fletcher, Olivia Flyger, Henrik Fostira, Florentia Gammon, Marilie Giles, Graham G. Guénel, Pascal Haiman, Christopher A. Hamann, Ute Hooning, Maartje J. Hopper, John L. Jakubowska, Anna Jasmine, Farzana Jenkins, Mark John, Esther M. Johnson, Nichola Jones, Michael E. Kabisch, Maria Kibriya, Muhammad Knight, Julia A. Koppert, Linetta B. Kosma, Veli-Matti Kristensen, Vessela Le Marchand, Loic Lee, Eunjung Li, Jingmei Lindblom, Annika Luben, Robert Lubinski, Jan Malone, Kathi E. Mannermaa, Arto Margolin, Sara Marme, Frederik McLean, Catriona Meijers-Heijboer, Hanne Meindl, Alfons Neuhausen, Susan L. Nevanlinna, Heli Neven, Patrick Olson, Janet E. Perez, Jose I. A. Perkins, Barbara Peterlongo, Paolo Phillips, Kelly-Anne Pylkäs, Katri Rudolph, Anja Santella, Regina Sawyer, Elinor J. Schmutzler, Rita K. Seynaeve, Caroline Shah, Mitul Shrubsole, Martha J. Southey, Melissa C. Swerdlow, Anthony J. Toland, Amanda E. Tomlinson, Ian Torres, Diana Truong, Thérèse Ursin, Giske Van Der Luijt, Rob B. Verhoef, Senno Whittemore, Alice S. Winqvist, Robert Zhao, Hui Zhao, Shilin Hall, Per Simard, Jacques Kraft, Peter Pharoah, Paul Hunter, David Easton, Douglas F. Zheng, Wei |
author_facet | Guo, Yan Warren Andersen, Shaneda Shu, Xiao-Ou Michailidou, Kyriaki Bolla, Manjeet K. Wang, Qin Garcia-Closas, Montserrat Milne, Roger L. Schmidt, Marjanka K. Chang-Claude, Jenny Dunning, Allison Bojesen, Stig E. Ahsan, Habibul Aittomäki, Kristiina Andrulis, Irene L. Anton-Culver, Hoda Arndt, Volker Beckmann, Matthias W. Beeghly-Fadiel, Alicia Benitez, Javier Bogdanova, Natalia V. Bonanni, Bernardo Børresen-Dale, Anne-Lise Brand, Judith Brauch, Hiltrud Brenner, Hermann Brüning, Thomas Burwinkel, Barbara Casey, Graham Chenevix-Trench, Georgia Couch, Fergus J. Cox, Angela Cross, Simon S. Czene, Kamila Devilee, Peter Dörk, Thilo Dumont, Martine Fasching, Peter A. Figueroa, Jonine Flesch-Janys, Dieter Fletcher, Olivia Flyger, Henrik Fostira, Florentia Gammon, Marilie Giles, Graham G. Guénel, Pascal Haiman, Christopher A. Hamann, Ute Hooning, Maartje J. Hopper, John L. Jakubowska, Anna Jasmine, Farzana Jenkins, Mark John, Esther M. Johnson, Nichola Jones, Michael E. Kabisch, Maria Kibriya, Muhammad Knight, Julia A. Koppert, Linetta B. Kosma, Veli-Matti Kristensen, Vessela Le Marchand, Loic Lee, Eunjung Li, Jingmei Lindblom, Annika Luben, Robert Lubinski, Jan Malone, Kathi E. Mannermaa, Arto Margolin, Sara Marme, Frederik McLean, Catriona Meijers-Heijboer, Hanne Meindl, Alfons Neuhausen, Susan L. Nevanlinna, Heli Neven, Patrick Olson, Janet E. Perez, Jose I. A. Perkins, Barbara Peterlongo, Paolo Phillips, Kelly-Anne Pylkäs, Katri Rudolph, Anja Santella, Regina Sawyer, Elinor J. Schmutzler, Rita K. Seynaeve, Caroline Shah, Mitul Shrubsole, Martha J. Southey, Melissa C. Swerdlow, Anthony J. Toland, Amanda E. Tomlinson, Ian Torres, Diana Truong, Thérèse Ursin, Giske Van Der Luijt, Rob B. Verhoef, Senno Whittemore, Alice S. Winqvist, Robert Zhao, Hui Zhao, Shilin Hall, Per Simard, Jacques Kraft, Peter Pharoah, Paul Hunter, David Easton, Douglas F. Zheng, Wei |
author_sort | Guo, Yan |
collection | PubMed |
description | BACKGROUND: Observational epidemiological studies have shown that high body mass index (BMI) is associated with a reduced risk of breast cancer in premenopausal women but an increased risk in postmenopausal women. It is unclear whether this association is mediated through shared genetic or environmental factors. METHODS: We applied Mendelian randomization to evaluate the association between BMI and risk of breast cancer occurrence using data from two large breast cancer consortia. We created a weighted BMI genetic score comprising 84 BMI-associated genetic variants to predicted BMI. We evaluated genetically predicted BMI in association with breast cancer risk using individual-level data from the Breast Cancer Association Consortium (BCAC) (cases = 46,325, controls = 42,482). We further evaluated the association between genetically predicted BMI and breast cancer risk using summary statistics from 16,003 cases and 41,335 controls from the Discovery, Biology, and Risk of Inherited Variants in Breast Cancer (DRIVE) Project. Because most studies measured BMI after cancer diagnosis, we could not conduct a parallel analysis to adequately evaluate the association of measured BMI with breast cancer risk prospectively. RESULTS: In the BCAC data, genetically predicted BMI was found to be inversely associated with breast cancer risk (odds ratio [OR] = 0.65 per 5 kg/m(2) increase, 95% confidence interval [CI]: 0.56–0.75, p = 3.32 × 10(−10)). The associations were similar for both premenopausal (OR = 0.44, 95% CI:0.31–0.62, p = 9.91 × 10(−8)) and postmenopausal breast cancer (OR = 0.57, 95% CI: 0.46–0.71, p = 1.88 × 10(−8)). This association was replicated in the data from the DRIVE consortium (OR = 0.72, 95% CI: 0.60–0.84, p = 1.64 × 10(−7)). Single marker analyses identified 17 of the 84 BMI-associated single nucleotide polymorphisms (SNPs) in association with breast cancer risk at p < 0.05; for 16 of them, the allele associated with elevated BMI was associated with reduced breast cancer risk. CONCLUSIONS: BMI predicted by genome-wide association studies (GWAS)-identified variants is inversely associated with the risk of both pre- and postmenopausal breast cancer. The reduced risk of postmenopausal breast cancer associated with genetically predicted BMI observed in this study differs from the positive association reported from studies using measured adult BMI. Understanding the reasons for this discrepancy may reveal insights into the complex relationship of genetic determinants of body weight in the etiology of breast cancer. |
format | Online Article Text |
id | pubmed-4995025 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-49950252016-09-12 Genetically Predicted Body Mass Index and Breast Cancer Risk: Mendelian Randomization Analyses of Data from 145,000 Women of European Descent Guo, Yan Warren Andersen, Shaneda Shu, Xiao-Ou Michailidou, Kyriaki Bolla, Manjeet K. Wang, Qin Garcia-Closas, Montserrat Milne, Roger L. Schmidt, Marjanka K. Chang-Claude, Jenny Dunning, Allison Bojesen, Stig E. Ahsan, Habibul Aittomäki, Kristiina Andrulis, Irene L. Anton-Culver, Hoda Arndt, Volker Beckmann, Matthias W. Beeghly-Fadiel, Alicia Benitez, Javier Bogdanova, Natalia V. Bonanni, Bernardo Børresen-Dale, Anne-Lise Brand, Judith Brauch, Hiltrud Brenner, Hermann Brüning, Thomas Burwinkel, Barbara Casey, Graham Chenevix-Trench, Georgia Couch, Fergus J. Cox, Angela Cross, Simon S. Czene, Kamila Devilee, Peter Dörk, Thilo Dumont, Martine Fasching, Peter A. Figueroa, Jonine Flesch-Janys, Dieter Fletcher, Olivia Flyger, Henrik Fostira, Florentia Gammon, Marilie Giles, Graham G. Guénel, Pascal Haiman, Christopher A. Hamann, Ute Hooning, Maartje J. Hopper, John L. Jakubowska, Anna Jasmine, Farzana Jenkins, Mark John, Esther M. Johnson, Nichola Jones, Michael E. Kabisch, Maria Kibriya, Muhammad Knight, Julia A. Koppert, Linetta B. Kosma, Veli-Matti Kristensen, Vessela Le Marchand, Loic Lee, Eunjung Li, Jingmei Lindblom, Annika Luben, Robert Lubinski, Jan Malone, Kathi E. Mannermaa, Arto Margolin, Sara Marme, Frederik McLean, Catriona Meijers-Heijboer, Hanne Meindl, Alfons Neuhausen, Susan L. Nevanlinna, Heli Neven, Patrick Olson, Janet E. Perez, Jose I. A. Perkins, Barbara Peterlongo, Paolo Phillips, Kelly-Anne Pylkäs, Katri Rudolph, Anja Santella, Regina Sawyer, Elinor J. Schmutzler, Rita K. Seynaeve, Caroline Shah, Mitul Shrubsole, Martha J. Southey, Melissa C. Swerdlow, Anthony J. Toland, Amanda E. Tomlinson, Ian Torres, Diana Truong, Thérèse Ursin, Giske Van Der Luijt, Rob B. Verhoef, Senno Whittemore, Alice S. Winqvist, Robert Zhao, Hui Zhao, Shilin Hall, Per Simard, Jacques Kraft, Peter Pharoah, Paul Hunter, David Easton, Douglas F. Zheng, Wei PLoS Med Research Article BACKGROUND: Observational epidemiological studies have shown that high body mass index (BMI) is associated with a reduced risk of breast cancer in premenopausal women but an increased risk in postmenopausal women. It is unclear whether this association is mediated through shared genetic or environmental factors. METHODS: We applied Mendelian randomization to evaluate the association between BMI and risk of breast cancer occurrence using data from two large breast cancer consortia. We created a weighted BMI genetic score comprising 84 BMI-associated genetic variants to predicted BMI. We evaluated genetically predicted BMI in association with breast cancer risk using individual-level data from the Breast Cancer Association Consortium (BCAC) (cases = 46,325, controls = 42,482). We further evaluated the association between genetically predicted BMI and breast cancer risk using summary statistics from 16,003 cases and 41,335 controls from the Discovery, Biology, and Risk of Inherited Variants in Breast Cancer (DRIVE) Project. Because most studies measured BMI after cancer diagnosis, we could not conduct a parallel analysis to adequately evaluate the association of measured BMI with breast cancer risk prospectively. RESULTS: In the BCAC data, genetically predicted BMI was found to be inversely associated with breast cancer risk (odds ratio [OR] = 0.65 per 5 kg/m(2) increase, 95% confidence interval [CI]: 0.56–0.75, p = 3.32 × 10(−10)). The associations were similar for both premenopausal (OR = 0.44, 95% CI:0.31–0.62, p = 9.91 × 10(−8)) and postmenopausal breast cancer (OR = 0.57, 95% CI: 0.46–0.71, p = 1.88 × 10(−8)). This association was replicated in the data from the DRIVE consortium (OR = 0.72, 95% CI: 0.60–0.84, p = 1.64 × 10(−7)). Single marker analyses identified 17 of the 84 BMI-associated single nucleotide polymorphisms (SNPs) in association with breast cancer risk at p < 0.05; for 16 of them, the allele associated with elevated BMI was associated with reduced breast cancer risk. CONCLUSIONS: BMI predicted by genome-wide association studies (GWAS)-identified variants is inversely associated with the risk of both pre- and postmenopausal breast cancer. The reduced risk of postmenopausal breast cancer associated with genetically predicted BMI observed in this study differs from the positive association reported from studies using measured adult BMI. Understanding the reasons for this discrepancy may reveal insights into the complex relationship of genetic determinants of body weight in the etiology of breast cancer. Public Library of Science 2016-08-23 /pmc/articles/PMC4995025/ /pubmed/27551723 http://dx.doi.org/10.1371/journal.pmed.1002105 Text en © 2016 Guo et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Guo, Yan Warren Andersen, Shaneda Shu, Xiao-Ou Michailidou, Kyriaki Bolla, Manjeet K. Wang, Qin Garcia-Closas, Montserrat Milne, Roger L. Schmidt, Marjanka K. Chang-Claude, Jenny Dunning, Allison Bojesen, Stig E. Ahsan, Habibul Aittomäki, Kristiina Andrulis, Irene L. Anton-Culver, Hoda Arndt, Volker Beckmann, Matthias W. Beeghly-Fadiel, Alicia Benitez, Javier Bogdanova, Natalia V. Bonanni, Bernardo Børresen-Dale, Anne-Lise Brand, Judith Brauch, Hiltrud Brenner, Hermann Brüning, Thomas Burwinkel, Barbara Casey, Graham Chenevix-Trench, Georgia Couch, Fergus J. Cox, Angela Cross, Simon S. Czene, Kamila Devilee, Peter Dörk, Thilo Dumont, Martine Fasching, Peter A. Figueroa, Jonine Flesch-Janys, Dieter Fletcher, Olivia Flyger, Henrik Fostira, Florentia Gammon, Marilie Giles, Graham G. Guénel, Pascal Haiman, Christopher A. Hamann, Ute Hooning, Maartje J. Hopper, John L. Jakubowska, Anna Jasmine, Farzana Jenkins, Mark John, Esther M. Johnson, Nichola Jones, Michael E. Kabisch, Maria Kibriya, Muhammad Knight, Julia A. Koppert, Linetta B. Kosma, Veli-Matti Kristensen, Vessela Le Marchand, Loic Lee, Eunjung Li, Jingmei Lindblom, Annika Luben, Robert Lubinski, Jan Malone, Kathi E. Mannermaa, Arto Margolin, Sara Marme, Frederik McLean, Catriona Meijers-Heijboer, Hanne Meindl, Alfons Neuhausen, Susan L. Nevanlinna, Heli Neven, Patrick Olson, Janet E. Perez, Jose I. A. Perkins, Barbara Peterlongo, Paolo Phillips, Kelly-Anne Pylkäs, Katri Rudolph, Anja Santella, Regina Sawyer, Elinor J. Schmutzler, Rita K. Seynaeve, Caroline Shah, Mitul Shrubsole, Martha J. Southey, Melissa C. Swerdlow, Anthony J. Toland, Amanda E. Tomlinson, Ian Torres, Diana Truong, Thérèse Ursin, Giske Van Der Luijt, Rob B. Verhoef, Senno Whittemore, Alice S. Winqvist, Robert Zhao, Hui Zhao, Shilin Hall, Per Simard, Jacques Kraft, Peter Pharoah, Paul Hunter, David Easton, Douglas F. Zheng, Wei Genetically Predicted Body Mass Index and Breast Cancer Risk: Mendelian Randomization Analyses of Data from 145,000 Women of European Descent |
title | Genetically Predicted Body Mass Index and Breast Cancer Risk: Mendelian Randomization Analyses of Data from 145,000 Women of European Descent |
title_full | Genetically Predicted Body Mass Index and Breast Cancer Risk: Mendelian Randomization Analyses of Data from 145,000 Women of European Descent |
title_fullStr | Genetically Predicted Body Mass Index and Breast Cancer Risk: Mendelian Randomization Analyses of Data from 145,000 Women of European Descent |
title_full_unstemmed | Genetically Predicted Body Mass Index and Breast Cancer Risk: Mendelian Randomization Analyses of Data from 145,000 Women of European Descent |
title_short | Genetically Predicted Body Mass Index and Breast Cancer Risk: Mendelian Randomization Analyses of Data from 145,000 Women of European Descent |
title_sort | genetically predicted body mass index and breast cancer risk: mendelian randomization analyses of data from 145,000 women of european descent |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4995025/ https://www.ncbi.nlm.nih.gov/pubmed/27551723 http://dx.doi.org/10.1371/journal.pmed.1002105 |
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