Cargando…

The genetic underpinnings of variation in ages at menarche and natural menopause among women from the multi-ethnic Population Architecture using Genomics and Epidemiology (PAGE) Study: A trans-ethnic meta-analysis

Current knowledge of the genetic architecture of key reproductive events across the female life course is largely based on association studies of European descent women. The relevance of known loci for age at menarche (AAM) and age at natural menopause (ANM) in diverse populations remains unclear. W...

Descripción completa

Detalles Bibliográficos
Autores principales: Fernández-Rhodes, Lindsay, Malinowski, Jennifer R., Wang, Yujie, Tao, Ran, Pankratz, Nathan, Jeff, Janina M., Yoneyama, Sachiko, Carty, Cara L., Setiawan, V. Wendy, Le Marchand, Loic, Haiman, Christopher, Corbett, Steven, Demerath, Ellen, Heiss, Gerardo, Gross, Myron, Buzkova, Petra, Crawford, Dana C., Hunt, Steven C., Rao, D. C., Schwander, Karen, Chakravarti, Aravinda, Gottesman, Omri, Abul-Husn, Noura S., Bottinger, Erwin P., Loos, Ruth J. F., Raffel, Leslie J., Yao, Jie, Guo, Xiuqing, Bielinski, Suzette J., Rotter, Jerome I., Vaidya, Dhananjay, Chen, Yii-Der Ida, Castañeda, Sheila F., Daviglus, Martha, Kaplan, Robert, Talavera, Gregory A., Ryckman, Kelli K., Peters, Ulrike, Ambite, Jose Luis, Buyske, Steven, Hindorff, Lucia, Kooperberg, Charles, Matise, Tara, Franceschini, Nora, North, Kari E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6059436/
https://www.ncbi.nlm.nih.gov/pubmed/30044860
http://dx.doi.org/10.1371/journal.pone.0200486
_version_ 1783341860592287744
author Fernández-Rhodes, Lindsay
Malinowski, Jennifer R.
Wang, Yujie
Tao, Ran
Pankratz, Nathan
Jeff, Janina M.
Yoneyama, Sachiko
Carty, Cara L.
Setiawan, V. Wendy
Le Marchand, Loic
Haiman, Christopher
Corbett, Steven
Demerath, Ellen
Heiss, Gerardo
Gross, Myron
Buzkova, Petra
Crawford, Dana C.
Hunt, Steven C.
Rao, D. C.
Schwander, Karen
Chakravarti, Aravinda
Gottesman, Omri
Abul-Husn, Noura S.
Bottinger, Erwin P.
Loos, Ruth J. F.
Raffel, Leslie J.
Yao, Jie
Guo, Xiuqing
Bielinski, Suzette J.
Rotter, Jerome I.
Vaidya, Dhananjay
Chen, Yii-Der Ida
Castañeda, Sheila F.
Daviglus, Martha
Kaplan, Robert
Talavera, Gregory A.
Ryckman, Kelli K.
Peters, Ulrike
Ambite, Jose Luis
Buyske, Steven
Hindorff, Lucia
Kooperberg, Charles
Matise, Tara
Franceschini, Nora
North, Kari E.
author_facet Fernández-Rhodes, Lindsay
Malinowski, Jennifer R.
Wang, Yujie
Tao, Ran
Pankratz, Nathan
Jeff, Janina M.
Yoneyama, Sachiko
Carty, Cara L.
Setiawan, V. Wendy
Le Marchand, Loic
Haiman, Christopher
Corbett, Steven
Demerath, Ellen
Heiss, Gerardo
Gross, Myron
Buzkova, Petra
Crawford, Dana C.
Hunt, Steven C.
Rao, D. C.
Schwander, Karen
Chakravarti, Aravinda
Gottesman, Omri
Abul-Husn, Noura S.
Bottinger, Erwin P.
Loos, Ruth J. F.
Raffel, Leslie J.
Yao, Jie
Guo, Xiuqing
Bielinski, Suzette J.
Rotter, Jerome I.
Vaidya, Dhananjay
Chen, Yii-Der Ida
Castañeda, Sheila F.
Daviglus, Martha
Kaplan, Robert
Talavera, Gregory A.
Ryckman, Kelli K.
Peters, Ulrike
Ambite, Jose Luis
Buyske, Steven
Hindorff, Lucia
Kooperberg, Charles
Matise, Tara
Franceschini, Nora
North, Kari E.
author_sort Fernández-Rhodes, Lindsay
collection PubMed
description Current knowledge of the genetic architecture of key reproductive events across the female life course is largely based on association studies of European descent women. The relevance of known loci for age at menarche (AAM) and age at natural menopause (ANM) in diverse populations remains unclear. We investigated 32 AAM and 14 ANM previously-identified loci and sought to identify novel loci in a trans-ethnic array-wide study of 196,483 SNPs on the MetaboChip (Illumina, Inc.). A total of 45,364 women of diverse ancestries (African, Hispanic/Latina, Asian American and American Indian/Alaskan Native) in the Population Architecture using Genomics and Epidemiology (PAGE) Study were included in cross-sectional analyses of AAM and ANM. Within each study we conducted a linear regression of SNP associations with self-reported or medical record-derived AAM or ANM (in years), adjusting for birth year, population stratification, and center/region, as appropriate, and meta-analyzed results across studies using multiple meta-analytic techniques. For both AAM and ANM, we observed more directionally consistent associations with the previously reported risk alleles than expected by chance (p-values(binomial)≤0.01). Eight densely genotyped reproductive loci generalized significantly to at least one non-European population. We identified one trans-ethnic array-wide SNP association with AAM and two significant associations with ANM, which have not been described previously. Additionally, we observed evidence of independent secondary signals at three of six AAM trans-ethnic loci. Our findings support the transferability of reproductive trait loci discovered in European women to women of other race/ethnicities and indicate the presence of additional trans-ethnic associations both at both novel and established loci. These findings suggest the benefit of including diverse populations in future studies of the genetic architecture of female growth and development.
format Online
Article
Text
id pubmed-6059436
institution National Center for Biotechnology Information
language English
publishDate 2018
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-60594362018-08-09 The genetic underpinnings of variation in ages at menarche and natural menopause among women from the multi-ethnic Population Architecture using Genomics and Epidemiology (PAGE) Study: A trans-ethnic meta-analysis Fernández-Rhodes, Lindsay Malinowski, Jennifer R. Wang, Yujie Tao, Ran Pankratz, Nathan Jeff, Janina M. Yoneyama, Sachiko Carty, Cara L. Setiawan, V. Wendy Le Marchand, Loic Haiman, Christopher Corbett, Steven Demerath, Ellen Heiss, Gerardo Gross, Myron Buzkova, Petra Crawford, Dana C. Hunt, Steven C. Rao, D. C. Schwander, Karen Chakravarti, Aravinda Gottesman, Omri Abul-Husn, Noura S. Bottinger, Erwin P. Loos, Ruth J. F. Raffel, Leslie J. Yao, Jie Guo, Xiuqing Bielinski, Suzette J. Rotter, Jerome I. Vaidya, Dhananjay Chen, Yii-Der Ida Castañeda, Sheila F. Daviglus, Martha Kaplan, Robert Talavera, Gregory A. Ryckman, Kelli K. Peters, Ulrike Ambite, Jose Luis Buyske, Steven Hindorff, Lucia Kooperberg, Charles Matise, Tara Franceschini, Nora North, Kari E. PLoS One Research Article Current knowledge of the genetic architecture of key reproductive events across the female life course is largely based on association studies of European descent women. The relevance of known loci for age at menarche (AAM) and age at natural menopause (ANM) in diverse populations remains unclear. We investigated 32 AAM and 14 ANM previously-identified loci and sought to identify novel loci in a trans-ethnic array-wide study of 196,483 SNPs on the MetaboChip (Illumina, Inc.). A total of 45,364 women of diverse ancestries (African, Hispanic/Latina, Asian American and American Indian/Alaskan Native) in the Population Architecture using Genomics and Epidemiology (PAGE) Study were included in cross-sectional analyses of AAM and ANM. Within each study we conducted a linear regression of SNP associations with self-reported or medical record-derived AAM or ANM (in years), adjusting for birth year, population stratification, and center/region, as appropriate, and meta-analyzed results across studies using multiple meta-analytic techniques. For both AAM and ANM, we observed more directionally consistent associations with the previously reported risk alleles than expected by chance (p-values(binomial)≤0.01). Eight densely genotyped reproductive loci generalized significantly to at least one non-European population. We identified one trans-ethnic array-wide SNP association with AAM and two significant associations with ANM, which have not been described previously. Additionally, we observed evidence of independent secondary signals at three of six AAM trans-ethnic loci. Our findings support the transferability of reproductive trait loci discovered in European women to women of other race/ethnicities and indicate the presence of additional trans-ethnic associations both at both novel and established loci. These findings suggest the benefit of including diverse populations in future studies of the genetic architecture of female growth and development. Public Library of Science 2018-07-25 /pmc/articles/PMC6059436/ /pubmed/30044860 http://dx.doi.org/10.1371/journal.pone.0200486 Text en https://creativecommons.org/publicdomain/zero/1.0/ This is an open access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 (https://creativecommons.org/publicdomain/zero/1.0/) public domain dedication.
spellingShingle Research Article
Fernández-Rhodes, Lindsay
Malinowski, Jennifer R.
Wang, Yujie
Tao, Ran
Pankratz, Nathan
Jeff, Janina M.
Yoneyama, Sachiko
Carty, Cara L.
Setiawan, V. Wendy
Le Marchand, Loic
Haiman, Christopher
Corbett, Steven
Demerath, Ellen
Heiss, Gerardo
Gross, Myron
Buzkova, Petra
Crawford, Dana C.
Hunt, Steven C.
Rao, D. C.
Schwander, Karen
Chakravarti, Aravinda
Gottesman, Omri
Abul-Husn, Noura S.
Bottinger, Erwin P.
Loos, Ruth J. F.
Raffel, Leslie J.
Yao, Jie
Guo, Xiuqing
Bielinski, Suzette J.
Rotter, Jerome I.
Vaidya, Dhananjay
Chen, Yii-Der Ida
Castañeda, Sheila F.
Daviglus, Martha
Kaplan, Robert
Talavera, Gregory A.
Ryckman, Kelli K.
Peters, Ulrike
Ambite, Jose Luis
Buyske, Steven
Hindorff, Lucia
Kooperberg, Charles
Matise, Tara
Franceschini, Nora
North, Kari E.
The genetic underpinnings of variation in ages at menarche and natural menopause among women from the multi-ethnic Population Architecture using Genomics and Epidemiology (PAGE) Study: A trans-ethnic meta-analysis
title The genetic underpinnings of variation in ages at menarche and natural menopause among women from the multi-ethnic Population Architecture using Genomics and Epidemiology (PAGE) Study: A trans-ethnic meta-analysis
title_full The genetic underpinnings of variation in ages at menarche and natural menopause among women from the multi-ethnic Population Architecture using Genomics and Epidemiology (PAGE) Study: A trans-ethnic meta-analysis
title_fullStr The genetic underpinnings of variation in ages at menarche and natural menopause among women from the multi-ethnic Population Architecture using Genomics and Epidemiology (PAGE) Study: A trans-ethnic meta-analysis
title_full_unstemmed The genetic underpinnings of variation in ages at menarche and natural menopause among women from the multi-ethnic Population Architecture using Genomics and Epidemiology (PAGE) Study: A trans-ethnic meta-analysis
title_short The genetic underpinnings of variation in ages at menarche and natural menopause among women from the multi-ethnic Population Architecture using Genomics and Epidemiology (PAGE) Study: A trans-ethnic meta-analysis
title_sort genetic underpinnings of variation in ages at menarche and natural menopause among women from the multi-ethnic population architecture using genomics and epidemiology (page) study: a trans-ethnic meta-analysis
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6059436/
https://www.ncbi.nlm.nih.gov/pubmed/30044860
http://dx.doi.org/10.1371/journal.pone.0200486
work_keys_str_mv AT fernandezrhodeslindsay thegeneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT malinowskijenniferr thegeneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT wangyujie thegeneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT taoran thegeneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT pankratznathan thegeneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT jeffjaninam thegeneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT yoneyamasachiko thegeneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT cartycaral thegeneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT setiawanvwendy thegeneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT lemarchandloic thegeneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT haimanchristopher thegeneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT corbettsteven thegeneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT demerathellen thegeneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT heissgerardo thegeneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT grossmyron thegeneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT buzkovapetra thegeneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT crawforddanac thegeneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT huntstevenc thegeneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT raodc thegeneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT schwanderkaren thegeneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT chakravartiaravinda thegeneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT gottesmanomri thegeneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT abulhusnnouras thegeneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT bottingererwinp thegeneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT loosruthjf thegeneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT raffellesliej thegeneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT yaojie thegeneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT guoxiuqing thegeneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT bielinskisuzettej thegeneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT rotterjeromei thegeneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT vaidyadhananjay thegeneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT chenyiiderida thegeneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT castanedasheilaf thegeneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT daviglusmartha thegeneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT kaplanrobert thegeneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT talaveragregorya thegeneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT ryckmankellik thegeneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT petersulrike thegeneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT ambitejoseluis thegeneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT buyskesteven thegeneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT hindorfflucia thegeneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT kooperbergcharles thegeneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT matisetara thegeneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT franceschininora thegeneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT northkarie thegeneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT fernandezrhodeslindsay geneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT malinowskijenniferr geneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT wangyujie geneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT taoran geneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT pankratznathan geneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT jeffjaninam geneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT yoneyamasachiko geneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT cartycaral geneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT setiawanvwendy geneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT lemarchandloic geneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT haimanchristopher geneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT corbettsteven geneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT demerathellen geneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT heissgerardo geneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT grossmyron geneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT buzkovapetra geneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT crawforddanac geneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT huntstevenc geneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT raodc geneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT schwanderkaren geneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT chakravartiaravinda geneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT gottesmanomri geneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT abulhusnnouras geneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT bottingererwinp geneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT loosruthjf geneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT raffellesliej geneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT yaojie geneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT guoxiuqing geneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT bielinskisuzettej geneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT rotterjeromei geneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT vaidyadhananjay geneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT chenyiiderida geneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT castanedasheilaf geneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT daviglusmartha geneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT kaplanrobert geneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT talaveragregorya geneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT ryckmankellik geneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT petersulrike geneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT ambitejoseluis geneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT buyskesteven geneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT hindorfflucia geneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT kooperbergcharles geneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT matisetara geneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT franceschininora geneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis
AT northkarie geneticunderpinningsofvariationinagesatmenarcheandnaturalmenopauseamongwomenfromthemultiethnicpopulationarchitectureusinggenomicsandepidemiologypagestudyatransethnicmetaanalysis