Cargando…
A genome-wide association study of early menopause and the combined impact of identified variants
Early menopause (EM) affects up to 10% of the female population, reducing reproductive lifespan considerably. Currently, it constitutes the leading cause of infertility in the western world, affecting mainly those women who postpone their first pregnancy beyond the age of 30 years. The genetic aetio...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2013
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3596848/ https://www.ncbi.nlm.nih.gov/pubmed/23307926 http://dx.doi.org/10.1093/hmg/dds551 |
_version_ | 1782262566035128320 |
---|---|
author | Perry, John R. B. Corre, Tanguy Esko, Tõnu Chasman, Daniel I. Fischer, Krista Franceschini, Nora He, Chunyan Kutalik, Zoltan Mangino, Massimo Rose, Lynda M. Vernon Smith, Albert Stolk, Lisette Sulem, Patrick Weedon, Michael N. Zhuang, Wei V. Arnold, Alice Ashworth, Alan Bergmann, Sven Buring, Julie E. Burri, Andrea Chen, Constance Cornelis, Marilyn C. Couper, David J. Goodarzi, Mark O. Gudnason, Vilmundur Harris, Tamara Hofman, Albert Jones, Michael Kraft, Peter Launer, Lenore Laven, Joop S. E. Li, Guo McKnight, Barbara Masciullo, Corrado Milani, Lili Orr, Nicholas Psaty, Bruce M. Ridker, Paul M. Rivadeneira, Fernando Sala, Cinzia Salumets, Andres Schoemaker, Minouk Traglia, Michela Waeber, Gérard Chanock, Stephen J. Demerath, Ellen W. Garcia, Melissa Hankinson, Susan E. Hu, Frank B. Hunter, David J. Lunetta, Kathryn L. Metspalu, Andres Montgomery, Grant W. Murabito, Joanne M. Newman, Anne B. Ong, Ken K. Spector, Tim D. Stefansson, Kari Swerdlow, Anthony J. Thorsteinsdottir, Unnur Van Dam, Rob M. Uitterlinden, André G. Visser, Jenny A. Vollenweider, Peter Toniolo, Daniela Murray, Anna |
author_facet | Perry, John R. B. Corre, Tanguy Esko, Tõnu Chasman, Daniel I. Fischer, Krista Franceschini, Nora He, Chunyan Kutalik, Zoltan Mangino, Massimo Rose, Lynda M. Vernon Smith, Albert Stolk, Lisette Sulem, Patrick Weedon, Michael N. Zhuang, Wei V. Arnold, Alice Ashworth, Alan Bergmann, Sven Buring, Julie E. Burri, Andrea Chen, Constance Cornelis, Marilyn C. Couper, David J. Goodarzi, Mark O. Gudnason, Vilmundur Harris, Tamara Hofman, Albert Jones, Michael Kraft, Peter Launer, Lenore Laven, Joop S. E. Li, Guo McKnight, Barbara Masciullo, Corrado Milani, Lili Orr, Nicholas Psaty, Bruce M. Ridker, Paul M. Rivadeneira, Fernando Sala, Cinzia Salumets, Andres Schoemaker, Minouk Traglia, Michela Waeber, Gérard Chanock, Stephen J. Demerath, Ellen W. Garcia, Melissa Hankinson, Susan E. Hu, Frank B. Hunter, David J. Lunetta, Kathryn L. Metspalu, Andres Montgomery, Grant W. Murabito, Joanne M. Newman, Anne B. Ong, Ken K. Spector, Tim D. Stefansson, Kari Swerdlow, Anthony J. Thorsteinsdottir, Unnur Van Dam, Rob M. Uitterlinden, André G. Visser, Jenny A. Vollenweider, Peter Toniolo, Daniela Murray, Anna |
author_sort | Perry, John R. B. |
collection | PubMed |
description | Early menopause (EM) affects up to 10% of the female population, reducing reproductive lifespan considerably. Currently, it constitutes the leading cause of infertility in the western world, affecting mainly those women who postpone their first pregnancy beyond the age of 30 years. The genetic aetiology of EM is largely unknown in the majority of cases. We have undertaken a meta-analysis of genome-wide association studies (GWASs) in 3493 EM cases and 13 598 controls from 10 independent studies. No novel genetic variants were discovered, but the 17 variants previously associated with normal age at natural menopause as a quantitative trait (QT) were also associated with EM and primary ovarian insufficiency (POI). Thus, EM has a genetic aetiology which overlaps variation in normal age at menopause and is at least partly explained by the additive effects of the same polygenic variants. The combined effect of the common variants captured by the single nucleotide polymorphism arrays was estimated to account for ∼30% of the variance in EM. The association between the combined 17 variants and the risk of EM was greater than the best validated non-genetic risk factor, smoking. |
format | Online Article Text |
id | pubmed-3596848 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-35968482013-03-14 A genome-wide association study of early menopause and the combined impact of identified variants Perry, John R. B. Corre, Tanguy Esko, Tõnu Chasman, Daniel I. Fischer, Krista Franceschini, Nora He, Chunyan Kutalik, Zoltan Mangino, Massimo Rose, Lynda M. Vernon Smith, Albert Stolk, Lisette Sulem, Patrick Weedon, Michael N. Zhuang, Wei V. Arnold, Alice Ashworth, Alan Bergmann, Sven Buring, Julie E. Burri, Andrea Chen, Constance Cornelis, Marilyn C. Couper, David J. Goodarzi, Mark O. Gudnason, Vilmundur Harris, Tamara Hofman, Albert Jones, Michael Kraft, Peter Launer, Lenore Laven, Joop S. E. Li, Guo McKnight, Barbara Masciullo, Corrado Milani, Lili Orr, Nicholas Psaty, Bruce M. Ridker, Paul M. Rivadeneira, Fernando Sala, Cinzia Salumets, Andres Schoemaker, Minouk Traglia, Michela Waeber, Gérard Chanock, Stephen J. Demerath, Ellen W. Garcia, Melissa Hankinson, Susan E. Hu, Frank B. Hunter, David J. Lunetta, Kathryn L. Metspalu, Andres Montgomery, Grant W. Murabito, Joanne M. Newman, Anne B. Ong, Ken K. Spector, Tim D. Stefansson, Kari Swerdlow, Anthony J. Thorsteinsdottir, Unnur Van Dam, Rob M. Uitterlinden, André G. Visser, Jenny A. Vollenweider, Peter Toniolo, Daniela Murray, Anna Hum Mol Genet Association Studies Articles Early menopause (EM) affects up to 10% of the female population, reducing reproductive lifespan considerably. Currently, it constitutes the leading cause of infertility in the western world, affecting mainly those women who postpone their first pregnancy beyond the age of 30 years. The genetic aetiology of EM is largely unknown in the majority of cases. We have undertaken a meta-analysis of genome-wide association studies (GWASs) in 3493 EM cases and 13 598 controls from 10 independent studies. No novel genetic variants were discovered, but the 17 variants previously associated with normal age at natural menopause as a quantitative trait (QT) were also associated with EM and primary ovarian insufficiency (POI). Thus, EM has a genetic aetiology which overlaps variation in normal age at menopause and is at least partly explained by the additive effects of the same polygenic variants. The combined effect of the common variants captured by the single nucleotide polymorphism arrays was estimated to account for ∼30% of the variance in EM. The association between the combined 17 variants and the risk of EM was greater than the best validated non-genetic risk factor, smoking. Oxford University Press 2013-04-01 2013-01-09 /pmc/articles/PMC3596848/ /pubmed/23307926 http://dx.doi.org/10.1093/hmg/dds551 Text en © The Author 2013. Published by Oxford University Press. http://creativecommons.org/licenses/by-nc/3.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by-nc/3.0/), which permits non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permission@oup.com. |
spellingShingle | Association Studies Articles Perry, John R. B. Corre, Tanguy Esko, Tõnu Chasman, Daniel I. Fischer, Krista Franceschini, Nora He, Chunyan Kutalik, Zoltan Mangino, Massimo Rose, Lynda M. Vernon Smith, Albert Stolk, Lisette Sulem, Patrick Weedon, Michael N. Zhuang, Wei V. Arnold, Alice Ashworth, Alan Bergmann, Sven Buring, Julie E. Burri, Andrea Chen, Constance Cornelis, Marilyn C. Couper, David J. Goodarzi, Mark O. Gudnason, Vilmundur Harris, Tamara Hofman, Albert Jones, Michael Kraft, Peter Launer, Lenore Laven, Joop S. E. Li, Guo McKnight, Barbara Masciullo, Corrado Milani, Lili Orr, Nicholas Psaty, Bruce M. Ridker, Paul M. Rivadeneira, Fernando Sala, Cinzia Salumets, Andres Schoemaker, Minouk Traglia, Michela Waeber, Gérard Chanock, Stephen J. Demerath, Ellen W. Garcia, Melissa Hankinson, Susan E. Hu, Frank B. Hunter, David J. Lunetta, Kathryn L. Metspalu, Andres Montgomery, Grant W. Murabito, Joanne M. Newman, Anne B. Ong, Ken K. Spector, Tim D. Stefansson, Kari Swerdlow, Anthony J. Thorsteinsdottir, Unnur Van Dam, Rob M. Uitterlinden, André G. Visser, Jenny A. Vollenweider, Peter Toniolo, Daniela Murray, Anna A genome-wide association study of early menopause and the combined impact of identified variants |
title | A genome-wide association study of early menopause and the combined impact of identified variants |
title_full | A genome-wide association study of early menopause and the combined impact of identified variants |
title_fullStr | A genome-wide association study of early menopause and the combined impact of identified variants |
title_full_unstemmed | A genome-wide association study of early menopause and the combined impact of identified variants |
title_short | A genome-wide association study of early menopause and the combined impact of identified variants |
title_sort | genome-wide association study of early menopause and the combined impact of identified variants |
topic | Association Studies Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3596848/ https://www.ncbi.nlm.nih.gov/pubmed/23307926 http://dx.doi.org/10.1093/hmg/dds551 |
work_keys_str_mv | AT perryjohnrb agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT corretanguy agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT eskotonu agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT chasmandanieli agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT fischerkrista agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT franceschininora agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT hechunyan agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT kutalikzoltan agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT manginomassimo agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT roselyndam agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT vernonsmithalbert agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT stolklisette agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT sulempatrick agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT weedonmichaeln agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT zhuangweiv agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT arnoldalice agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT ashworthalan agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT bergmannsven agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT buringjuliee agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT burriandrea agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT chenconstance agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT cornelismarilync agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT couperdavidj agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT goodarzimarko agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT gudnasonvilmundur agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT harristamara agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT hofmanalbert agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT jonesmichael agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT kraftpeter agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT launerlenore agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT lavenjoopse agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT liguo agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT mcknightbarbara agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT masciullocorrado agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT milanilili agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT orrnicholas agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT psatybrucem agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT ridkerpaulm agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT rivadeneirafernando agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT salacinzia agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT salumetsandres agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT schoemakerminouk agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT tragliamichela agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT waebergerard agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT chanockstephenj agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT demerathellenw agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT garciamelissa agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT hankinsonsusane agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT hufrankb agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT hunterdavidj agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT lunettakathrynl agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT metspaluandres agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT montgomerygrantw agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT murabitojoannem agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT newmananneb agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT ongkenk agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT spectortimd agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT stefanssonkari agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT swerdlowanthonyj agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT thorsteinsdottirunnur agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT vandamrobm agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT uitterlindenandreg agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT visserjennya agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT vollenweiderpeter agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT toniolodaniela agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT murrayanna agenomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT perryjohnrb genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT corretanguy genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT eskotonu genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT chasmandanieli genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT fischerkrista genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT franceschininora genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT hechunyan genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT kutalikzoltan genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT manginomassimo genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT roselyndam genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT vernonsmithalbert genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT stolklisette genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT sulempatrick genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT weedonmichaeln genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT zhuangweiv genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT arnoldalice genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT ashworthalan genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT bergmannsven genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT buringjuliee genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT burriandrea genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT chenconstance genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT cornelismarilync genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT couperdavidj genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT goodarzimarko genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT gudnasonvilmundur genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT harristamara genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT hofmanalbert genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT jonesmichael genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT kraftpeter genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT launerlenore genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT lavenjoopse genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT liguo genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT mcknightbarbara genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT masciullocorrado genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT milanilili genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT orrnicholas genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT psatybrucem genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT ridkerpaulm genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT rivadeneirafernando genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT salacinzia genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT salumetsandres genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT schoemakerminouk genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT tragliamichela genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT waebergerard genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT chanockstephenj genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT demerathellenw genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT garciamelissa genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT hankinsonsusane genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT hufrankb genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT hunterdavidj genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT lunettakathrynl genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT metspaluandres genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT montgomerygrantw genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT murabitojoannem genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT newmananneb genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT ongkenk genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT spectortimd genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT stefanssonkari genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT swerdlowanthonyj genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT thorsteinsdottirunnur genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT vandamrobm genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT uitterlindenandreg genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT visserjennya genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT vollenweiderpeter genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT toniolodaniela genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants AT murrayanna genomewideassociationstudyofearlymenopauseandthecombinedimpactofidentifiedvariants |