Sex-stratified genome-wide association studies including 270,000 individuals show sexual dimorphism in genetic loci for anthropometric traits

Given the anthropometric differences between men and women and previous evidence of sex-difference in genetic effects, we conducted a genome-wide search for sexually dimorphic associations with height, weight, body mass index, waist circumference, hip circumference, and waist-to-hip-ratio (133,723 i...

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المؤلفون الرئيسيون:	Randall, J, Winkler, T, Kutalik, Z, Berndt, S, Jackson, A, Monda, K, Kilpeläinen, T, Esko, T, Mägi, R, Li, S, Workalemahu, T, Feitosa, M, Croteau-Chonka, D, Day, F, Fall, T, Ferreira, T, Gustafsson, S, Locke, A, Mathieson, I, Scherag, A, Vedantam, S, Wood, A, Liang, L, Steinthorsdottir, V, Thorleifsson, G, Dermitzakis, E, Dimas, A, Karpe, F, Min, J, Nicholson, G, Clegg, D, Person, T, Krohn, J, Bauer, S, Buechler, C, Eisinger, K, Bonnefond, A, Froguel, P, Hottenga, J, Prokopenko, I, Waite, L, Harris, T, Smith, A, Shuldiner, A, McArdle, W, Caulfield, M, Munroe, P, Grönberg, H, Chen, Y, Li, G, Beckmann, J, Johnson, T, Thorsteinsdottir, U, Teder-Laving, M, Khaw, K, Wareham, N, Zhao, J, Amin, N, Oostra, B, Kraja, A, Province, M, Cupples, L, Heard-Costa, N, Kaprio, J, Ripatti, S, Surakka, I, Collins, F, Saramies, J, Tuomilehto, J, Jula, A, Salomaa, V, Erdmann, J, Hengstenberg, C, Loley, C, Schunkert, H, Lamina, C, Wichmann, H, Albrecht, E, Gieger, C, Hicks, A, Johansson, A, Pramstaller, P, Kathiresan, S, Speliotes, E, Penninx, B, Hartikainen, A, Jarvelin, MR, Gyllensten, U, Boomsma, D, Campbell, H, Wilson, J, Chanock, S, Farrall, M, Goel, A, Medina-Gomez, C, Rivadeneira, F, Estrada, K, Uitterlinden, A, Hofman, A, Zillikens, M, Den Heijer, M, Kiemeney, L, Maschio, A, Hall, P, Tyrer, J, Teumer, A, Völzke, H, Kovacs, P, Tönjes, A, Mangino, M, Spector, T, Hayward, C, Rudan, I, Hall, A, Samani, N, Attwood, A, Sambrook, J, Hung, J, Palmer, L, Lokki, M, Sinisalo, J, Boucher, G, Huikuri, H, Lorentzon, M, Ohlsson, C, Eklund, N, Eriksson, J, Barlassina, C, Rivolta, C, Nolte, I, Snieder, H, Van Der Klauw, MM, Van Vliet-Ostaptchouk, J, Gejman, P, Shi, J, Jacobs, K, Wang, Z, Bakker, S, Mateo Leach, I, Navis, G, Van Der Harst, P, Martin, N, Medland, SE, Montgomery, G, Yang, J, Chasman, D, Ridker, P, Rose, L, Lehtimäki, T, Raitakari, O, Absher, D, Iribarren, C, Basart, H, Hovingh, K, Hyppönen, E, Power, C, Anderson, D, Beilby, J, Hui, J, Jolley, J, Sager, H, Bornstein, SR, Schwarz, P, Kristiansson, K, Perola, M, Lindström, J, Swift, A, Uusitupa, M, Atalay, M, Lakka, T, Rauramaa, R, Bolton, J, Fowkes, G, Fraser, R, Price, J, Fischer, K, Krjutå Kov, K, Metspalu, A, Mihailov, E, Langenberg, C, Luan, J, Ong, K, Chines, P, Keinanen-Kiukaanniemi, S, Saaristo, T, Edkins, S, Franks, P, Hallmans, G, Shungin, D, Morris, A, Palmer, C, Erbel, R, Moebus, S, Nöthen, M, Pechlivanis, S, Hveem, K, Narisu, N, Hamsten, A, Humphries, SE, Strawbridge, R, Tremoli, E, Grallert, H, Thorand, B, Illig, T, Koenig, W, Müller-Nurasyid, M, Peters, A, Boehm, B, Kleber, M, März, W, Winkelmann, B, Kuusisto, J, Laakso, M, Arveiler, D, Cesana, G, Kuulasmaa, K, Virtamo, J, Yarnell, J, Kuh, D, Wong, A, Lind, L, De Faire, U, Gigante, B, Magnusson, P, Pedersen, N, Dedoussis, G, Dimitriou, M, Kolovou, G, Kanoni, S, Stirrups, K, Bonnycastle, L, Njølstad, I, Wilsgaard, T, Ganna, A, Rehnberg, E, Hingorani, A, Kivimaki, M, Kumari, M, Assimes, T, Barroso, I, Boehnke, M, Borecki, I, Deloukas, P, Fox, C, Frayling, T, Groop, L, Haritunians, T, Hunter, D, Ingelsson, E, Kaplan, R, Mohlke, K, O'Connell, JR, Schlessinger, D, Strachan, D, Stefansson, K, Van Duijn, C, Abecasis, G, McCarthy, M, Hirschhorn, J, Qi, L, Loos, R, Lindgren, C, North, K, Heid, I
التنسيق:	Journal article
اللغة:	English
منشور في:	Public Library of Science 2013

_version_	1826296689069129728
author	Randall, J Winkler, T Kutalik, Z Berndt, S Jackson, A Monda, K Kilpeläinen, T Esko, T Mägi, R Li, S Workalemahu, T Feitosa, M Croteau-Chonka, D Day, F Fall, T Ferreira, T Gustafsson, S Locke, A Mathieson, I Scherag, A Vedantam, S Wood, A Liang, L Steinthorsdottir, V Thorleifsson, G Dermitzakis, E Dimas, A Karpe, F Min, J Nicholson, G Clegg, D Person, T Krohn, J Bauer, S Buechler, C Eisinger, K Bonnefond, A Froguel, P Hottenga, J Prokopenko, I Waite, L Harris, T Smith, A Shuldiner, A McArdle, W Caulfield, M Munroe, P Grönberg, H Chen, Y Li, G Beckmann, J Johnson, T Thorsteinsdottir, U Teder-Laving, M Khaw, K Wareham, N Zhao, J Amin, N Oostra, B Kraja, A Province, M Cupples, L Heard-Costa, N Kaprio, J Ripatti, S Surakka, I Collins, F Saramies, J Tuomilehto, J Jula, A Salomaa, V Erdmann, J Hengstenberg, C Loley, C Schunkert, H Lamina, C Wichmann, H Albrecht, E Gieger, C Hicks, A Johansson, A Pramstaller, P Kathiresan, S Speliotes, E Penninx, B Hartikainen, A Jarvelin, MR Gyllensten, U Boomsma, D Campbell, H Wilson, J Chanock, S Farrall, M Goel, A Medina-Gomez, C Rivadeneira, F Estrada, K Uitterlinden, A Hofman, A Zillikens, M Den Heijer, M Kiemeney, L Maschio, A Hall, P Tyrer, J Teumer, A Völzke, H Kovacs, P Tönjes, A Mangino, M Spector, T Hayward, C Rudan, I Hall, A Samani, N Attwood, A Sambrook, J Hung, J Palmer, L Lokki, M Sinisalo, J Boucher, G Huikuri, H Lorentzon, M Ohlsson, C Eklund, N Eriksson, J Barlassina, C Rivolta, C Nolte, I Snieder, H Van Der Klauw, MM Van Vliet-Ostaptchouk, J Gejman, P Shi, J Jacobs, K Wang, Z Bakker, S Mateo Leach, I Navis, G Van Der Harst, P Martin, N Medland, SE Montgomery, G Yang, J Chasman, D Ridker, P Rose, L Lehtimäki, T Raitakari, O Absher, D Iribarren, C Basart, H Hovingh, K Hyppönen, E Power, C Anderson, D Beilby, J Hui, J Jolley, J Sager, H Bornstein, SR Schwarz, P Kristiansson, K Perola, M Lindström, J Swift, A Uusitupa, M Atalay, M Lakka, T Rauramaa, R Bolton, J Fowkes, G Fraser, R Price, J Fischer, K Krjutå Kov, K Metspalu, A Mihailov, E Langenberg, C Luan, J Ong, K Chines, P Keinanen-Kiukaanniemi, S Saaristo, T Edkins, S Franks, P Hallmans, G Shungin, D Morris, A Palmer, C Erbel, R Moebus, S Nöthen, M Pechlivanis, S Hveem, K Narisu, N Hamsten, A Humphries, SE Strawbridge, R Tremoli, E Grallert, H Thorand, B Illig, T Koenig, W Müller-Nurasyid, M Peters, A Boehm, B Kleber, M März, W Winkelmann, B Kuusisto, J Laakso, M Arveiler, D Cesana, G Kuulasmaa, K Virtamo, J Yarnell, J Kuh, D Wong, A Lind, L De Faire, U Gigante, B Magnusson, P Pedersen, N Dedoussis, G Dimitriou, M Kolovou, G Kanoni, S Stirrups, K Bonnycastle, L Njølstad, I Wilsgaard, T Ganna, A Rehnberg, E Hingorani, A Kivimaki, M Kumari, M Assimes, T Barroso, I Boehnke, M Borecki, I Deloukas, P Fox, C Frayling, T Groop, L Haritunians, T Hunter, D Ingelsson, E Kaplan, R Mohlke, K O'Connell, JR Schlessinger, D Strachan, D Stefansson, K Van Duijn, C Abecasis, G McCarthy, M Hirschhorn, J Qi, L Loos, R Lindgren, C North, K Heid, I
author_facet	Randall, J Winkler, T Kutalik, Z Berndt, S Jackson, A Monda, K Kilpeläinen, T Esko, T Mägi, R Li, S Workalemahu, T Feitosa, M Croteau-Chonka, D Day, F Fall, T Ferreira, T Gustafsson, S Locke, A Mathieson, I Scherag, A Vedantam, S Wood, A Liang, L Steinthorsdottir, V Thorleifsson, G Dermitzakis, E Dimas, A Karpe, F Min, J Nicholson, G Clegg, D Person, T Krohn, J Bauer, S Buechler, C Eisinger, K Bonnefond, A Froguel, P Hottenga, J Prokopenko, I Waite, L Harris, T Smith, A Shuldiner, A McArdle, W Caulfield, M Munroe, P Grönberg, H Chen, Y Li, G Beckmann, J Johnson, T Thorsteinsdottir, U Teder-Laving, M Khaw, K Wareham, N Zhao, J Amin, N Oostra, B Kraja, A Province, M Cupples, L Heard-Costa, N Kaprio, J Ripatti, S Surakka, I Collins, F Saramies, J Tuomilehto, J Jula, A Salomaa, V Erdmann, J Hengstenberg, C Loley, C Schunkert, H Lamina, C Wichmann, H Albrecht, E Gieger, C Hicks, A Johansson, A Pramstaller, P Kathiresan, S Speliotes, E Penninx, B Hartikainen, A Jarvelin, MR Gyllensten, U Boomsma, D Campbell, H Wilson, J Chanock, S Farrall, M Goel, A Medina-Gomez, C Rivadeneira, F Estrada, K Uitterlinden, A Hofman, A Zillikens, M Den Heijer, M Kiemeney, L Maschio, A Hall, P Tyrer, J Teumer, A Völzke, H Kovacs, P Tönjes, A Mangino, M Spector, T Hayward, C Rudan, I Hall, A Samani, N Attwood, A Sambrook, J Hung, J Palmer, L Lokki, M Sinisalo, J Boucher, G Huikuri, H Lorentzon, M Ohlsson, C Eklund, N Eriksson, J Barlassina, C Rivolta, C Nolte, I Snieder, H Van Der Klauw, MM Van Vliet-Ostaptchouk, J Gejman, P Shi, J Jacobs, K Wang, Z Bakker, S Mateo Leach, I Navis, G Van Der Harst, P Martin, N Medland, SE Montgomery, G Yang, J Chasman, D Ridker, P Rose, L Lehtimäki, T Raitakari, O Absher, D Iribarren, C Basart, H Hovingh, K Hyppönen, E Power, C Anderson, D Beilby, J Hui, J Jolley, J Sager, H Bornstein, SR Schwarz, P Kristiansson, K Perola, M Lindström, J Swift, A Uusitupa, M Atalay, M Lakka, T Rauramaa, R Bolton, J Fowkes, G Fraser, R Price, J Fischer, K Krjutå Kov, K Metspalu, A Mihailov, E Langenberg, C Luan, J Ong, K Chines, P Keinanen-Kiukaanniemi, S Saaristo, T Edkins, S Franks, P Hallmans, G Shungin, D Morris, A Palmer, C Erbel, R Moebus, S Nöthen, M Pechlivanis, S Hveem, K Narisu, N Hamsten, A Humphries, SE Strawbridge, R Tremoli, E Grallert, H Thorand, B Illig, T Koenig, W Müller-Nurasyid, M Peters, A Boehm, B Kleber, M März, W Winkelmann, B Kuusisto, J Laakso, M Arveiler, D Cesana, G Kuulasmaa, K Virtamo, J Yarnell, J Kuh, D Wong, A Lind, L De Faire, U Gigante, B Magnusson, P Pedersen, N Dedoussis, G Dimitriou, M Kolovou, G Kanoni, S Stirrups, K Bonnycastle, L Njølstad, I Wilsgaard, T Ganna, A Rehnberg, E Hingorani, A Kivimaki, M Kumari, M Assimes, T Barroso, I Boehnke, M Borecki, I Deloukas, P Fox, C Frayling, T Groop, L Haritunians, T Hunter, D Ingelsson, E Kaplan, R Mohlke, K O'Connell, JR Schlessinger, D Strachan, D Stefansson, K Van Duijn, C Abecasis, G McCarthy, M Hirschhorn, J Qi, L Loos, R Lindgren, C North, K Heid, I
author_sort	Randall, J
collection	OXFORD
description	Given the anthropometric differences between men and women and previous evidence of sex-difference in genetic effects, we conducted a genome-wide search for sexually dimorphic associations with height, weight, body mass index, waist circumference, hip circumference, and waist-to-hip-ratio (133,723 individuals) and took forward 348 SNPs into follow-up (additional 137,052 individuals) in a total of 94 studies. Seven loci displayed significant sex-difference (FDR<5%), including four previously established (near GRB14/COBLL1, LYPLAL1/SLC30A10, VEGFA, ADAMTS9) and three novel anthropometric trait loci (near MAP3K1, HSD17B4, PPARG), all of which were genome-wide significant in women (P<5×10(-8)), but not in men. Sex-differences were apparent only for waist phenotypes, not for height, weight, BMI, or hip circumference. Moreover, we found no evidence for genetic effects with opposite directions in men versus women. The PPARG locus is of specific interest due to its role in diabetes genetics and therapy. Our results demonstrate the value of sex-specific GWAS to unravel the sexually dimorphic genetic underpinning of complex traits.
first_indexed	2024-03-07T04:20:13Z
format	Journal article
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institution	University of Oxford
language	English
last_indexed	2024-03-07T04:20:13Z
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spelling	oxford-uuid:cac3653e-4da3-4dbd-b346-1d12965b26b52022-03-27T07:10:38ZSex-stratified genome-wide association studies including 270,000 individuals show sexual dimorphism in genetic loci for anthropometric traitsJournal articlehttp://purl.org/coar/resource_type/c_dcae04bcuuid:cac3653e-4da3-4dbd-b346-1d12965b26b5EnglishSymplectic Elements at OxfordPublic Library of Science2013Randall, JWinkler, TKutalik, ZBerndt, SJackson, AMonda, KKilpeläinen, TEsko, TMägi, RLi, SWorkalemahu, TFeitosa, MCroteau-Chonka, DDay, FFall, TFerreira, TGustafsson, SLocke, AMathieson, IScherag, AVedantam, SWood, ALiang, LSteinthorsdottir, VThorleifsson, GDermitzakis, EDimas, AKarpe, FMin, JNicholson, GClegg, DPerson, TKrohn, JBauer, SBuechler, CEisinger, KBonnefond, AFroguel, PHottenga, JProkopenko, IWaite, LHarris, TSmith, AShuldiner, AMcArdle, WCaulfield, MMunroe, PGrönberg, HChen, YLi, GBeckmann, JJohnson, TThorsteinsdottir, UTeder-Laving, MKhaw, KWareham, NZhao, JAmin, NOostra, BKraja, AProvince, MCupples, LHeard-Costa, NKaprio, JRipatti, SSurakka, ICollins, FSaramies, JTuomilehto, JJula, ASalomaa, VErdmann, JHengstenberg, CLoley, CSchunkert, HLamina, CWichmann, HAlbrecht, EGieger, CHicks, AJohansson, APramstaller, PKathiresan, SSpeliotes, EPenninx, BHartikainen, AJarvelin, MRGyllensten, UBoomsma, DCampbell, HWilson, JChanock, SFarrall, MGoel, AMedina-Gomez, CRivadeneira, FEstrada, KUitterlinden, AHofman, AZillikens, MDen Heijer, MKiemeney, LMaschio, AHall, PTyrer, JTeumer, AVölzke, HKovacs, PTönjes, AMangino, MSpector, THayward, CRudan, IHall, ASamani, NAttwood, ASambrook, JHung, JPalmer, LLokki, MSinisalo, JBoucher, GHuikuri, HLorentzon, MOhlsson, CEklund, NEriksson, JBarlassina, CRivolta, CNolte, ISnieder, HVan Der Klauw, MMVan Vliet-Ostaptchouk, JGejman, PShi, JJacobs, KWang, ZBakker, SMateo Leach, INavis, GVan Der Harst, PMartin, NMedland, SEMontgomery, GYang, JChasman, DRidker, PRose, LLehtimäki, TRaitakari, OAbsher, DIribarren, CBasart, HHovingh, KHyppönen, EPower, CAnderson, DBeilby, JHui, JJolley, JSager, HBornstein, SRSchwarz, PKristiansson, KPerola, MLindström, JSwift, AUusitupa, MAtalay, MLakka, TRauramaa, RBolton, JFowkes, GFraser, RPrice, JFischer, KKrjutå Kov, KMetspalu, AMihailov, ELangenberg, CLuan, JOng, KChines, PKeinanen-Kiukaanniemi, SSaaristo, TEdkins, SFranks, PHallmans, GShungin, DMorris, APalmer, CErbel, RMoebus, SNöthen, MPechlivanis, SHveem, KNarisu, NHamsten, AHumphries, SEStrawbridge, RTremoli, EGrallert, HThorand, BIllig, TKoenig, WMüller-Nurasyid, MPeters, ABoehm, BKleber, MMärz, WWinkelmann, BKuusisto, JLaakso, MArveiler, DCesana, GKuulasmaa, KVirtamo, JYarnell, JKuh, DWong, ALind, LDe Faire, UGigante, BMagnusson, PPedersen, NDedoussis, GDimitriou, MKolovou, GKanoni, SStirrups, KBonnycastle, LNjølstad, IWilsgaard, TGanna, ARehnberg, EHingorani, AKivimaki, MKumari, MAssimes, TBarroso, IBoehnke, MBorecki, IDeloukas, PFox, CFrayling, TGroop, LHaritunians, THunter, DIngelsson, EKaplan, RMohlke, KO'Connell, JRSchlessinger, DStrachan, DStefansson, KVan Duijn, CAbecasis, GMcCarthy, MHirschhorn, JQi, LLoos, RLindgren, CNorth, KHeid, IGiven the anthropometric differences between men and women and previous evidence of sex-difference in genetic effects, we conducted a genome-wide search for sexually dimorphic associations with height, weight, body mass index, waist circumference, hip circumference, and waist-to-hip-ratio (133,723 individuals) and took forward 348 SNPs into follow-up (additional 137,052 individuals) in a total of 94 studies. Seven loci displayed significant sex-difference (FDR<5%), including four previously established (near GRB14/COBLL1, LYPLAL1/SLC30A10, VEGFA, ADAMTS9) and three novel anthropometric trait loci (near MAP3K1, HSD17B4, PPARG), all of which were genome-wide significant in women (P<5×10(-8)), but not in men. Sex-differences were apparent only for waist phenotypes, not for height, weight, BMI, or hip circumference. Moreover, we found no evidence for genetic effects with opposite directions in men versus women. The PPARG locus is of specific interest due to its role in diabetes genetics and therapy. Our results demonstrate the value of sex-specific GWAS to unravel the sexually dimorphic genetic underpinning of complex traits.
spellingShingle	Randall, J Winkler, T Kutalik, Z Berndt, S Jackson, A Monda, K Kilpeläinen, T Esko, T Mägi, R Li, S Workalemahu, T Feitosa, M Croteau-Chonka, D Day, F Fall, T Ferreira, T Gustafsson, S Locke, A Mathieson, I Scherag, A Vedantam, S Wood, A Liang, L Steinthorsdottir, V Thorleifsson, G Dermitzakis, E Dimas, A Karpe, F Min, J Nicholson, G Clegg, D Person, T Krohn, J Bauer, S Buechler, C Eisinger, K Bonnefond, A Froguel, P Hottenga, J Prokopenko, I Waite, L Harris, T Smith, A Shuldiner, A McArdle, W Caulfield, M Munroe, P Grönberg, H Chen, Y Li, G Beckmann, J Johnson, T Thorsteinsdottir, U Teder-Laving, M Khaw, K Wareham, N Zhao, J Amin, N Oostra, B Kraja, A Province, M Cupples, L Heard-Costa, N Kaprio, J Ripatti, S Surakka, I Collins, F Saramies, J Tuomilehto, J Jula, A Salomaa, V Erdmann, J Hengstenberg, C Loley, C Schunkert, H Lamina, C Wichmann, H Albrecht, E Gieger, C Hicks, A Johansson, A Pramstaller, P Kathiresan, S Speliotes, E Penninx, B Hartikainen, A Jarvelin, MR Gyllensten, U Boomsma, D Campbell, H Wilson, J Chanock, S Farrall, M Goel, A Medina-Gomez, C Rivadeneira, F Estrada, K Uitterlinden, A Hofman, A Zillikens, M Den Heijer, M Kiemeney, L Maschio, A Hall, P Tyrer, J Teumer, A Völzke, H Kovacs, P Tönjes, A Mangino, M Spector, T Hayward, C Rudan, I Hall, A Samani, N Attwood, A Sambrook, J Hung, J Palmer, L Lokki, M Sinisalo, J Boucher, G Huikuri, H Lorentzon, M Ohlsson, C Eklund, N Eriksson, J Barlassina, C Rivolta, C Nolte, I Snieder, H Van Der Klauw, MM Van Vliet-Ostaptchouk, J Gejman, P Shi, J Jacobs, K Wang, Z Bakker, S Mateo Leach, I Navis, G Van Der Harst, P Martin, N Medland, SE Montgomery, G Yang, J Chasman, D Ridker, P Rose, L Lehtimäki, T Raitakari, O Absher, D Iribarren, C Basart, H Hovingh, K Hyppönen, E Power, C Anderson, D Beilby, J Hui, J Jolley, J Sager, H Bornstein, SR Schwarz, P Kristiansson, K Perola, M Lindström, J Swift, A Uusitupa, M Atalay, M Lakka, T Rauramaa, R Bolton, J Fowkes, G Fraser, R Price, J Fischer, K Krjutå Kov, K Metspalu, A Mihailov, E Langenberg, C Luan, J Ong, K Chines, P Keinanen-Kiukaanniemi, S Saaristo, T Edkins, S Franks, P Hallmans, G Shungin, D Morris, A Palmer, C Erbel, R Moebus, S Nöthen, M Pechlivanis, S Hveem, K Narisu, N Hamsten, A Humphries, SE Strawbridge, R Tremoli, E Grallert, H Thorand, B Illig, T Koenig, W Müller-Nurasyid, M Peters, A Boehm, B Kleber, M März, W Winkelmann, B Kuusisto, J Laakso, M Arveiler, D Cesana, G Kuulasmaa, K Virtamo, J Yarnell, J Kuh, D Wong, A Lind, L De Faire, U Gigante, B Magnusson, P Pedersen, N Dedoussis, G Dimitriou, M Kolovou, G Kanoni, S Stirrups, K Bonnycastle, L Njølstad, I Wilsgaard, T Ganna, A Rehnberg, E Hingorani, A Kivimaki, M Kumari, M Assimes, T Barroso, I Boehnke, M Borecki, I Deloukas, P Fox, C Frayling, T Groop, L Haritunians, T Hunter, D Ingelsson, E Kaplan, R Mohlke, K O'Connell, JR Schlessinger, D Strachan, D Stefansson, K Van Duijn, C Abecasis, G McCarthy, M Hirschhorn, J Qi, L Loos, R Lindgren, C North, K Heid, I Sex-stratified genome-wide association studies including 270,000 individuals show sexual dimorphism in genetic loci for anthropometric traits
title	Sex-stratified genome-wide association studies including 270,000 individuals show sexual dimorphism in genetic loci for anthropometric traits
title_full	Sex-stratified genome-wide association studies including 270,000 individuals show sexual dimorphism in genetic loci for anthropometric traits
title_fullStr	Sex-stratified genome-wide association studies including 270,000 individuals show sexual dimorphism in genetic loci for anthropometric traits
title_full_unstemmed	Sex-stratified genome-wide association studies including 270,000 individuals show sexual dimorphism in genetic loci for anthropometric traits
title_short	Sex-stratified genome-wide association studies including 270,000 individuals show sexual dimorphism in genetic loci for anthropometric traits
title_sort	sex stratified genome wide association studies including 270 000 individuals show sexual dimorphism in genetic loci for anthropometric traits
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sexstratifiedgenomewideassociationstudiesincluding270000individualsshowsexualdimorphismingeneticlociforanthropometrictraits AT barrosoi sexstratifiedgenomewideassociationstudiesincluding270000individualsshowsexualdimorphismingeneticlociforanthropometrictraits AT boehnkem sexstratifiedgenomewideassociationstudiesincluding270000individualsshowsexualdimorphismingeneticlociforanthropometrictraits AT boreckii sexstratifiedgenomewideassociationstudiesincluding270000individualsshowsexualdimorphismingeneticlociforanthropometrictraits AT deloukasp sexstratifiedgenomewideassociationstudiesincluding270000individualsshowsexualdimorphismingeneticlociforanthropometrictraits AT foxc sexstratifiedgenomewideassociationstudiesincluding270000individualsshowsexualdimorphismingeneticlociforanthropometrictraits AT fraylingt sexstratifiedgenomewideassociationstudiesincluding270000individualsshowsexualdimorphismingeneticlociforanthropometrictraits AT groopl sexstratifiedgenomewideassociationstudiesincluding270000individualsshowsexualdimorphismingeneticlociforanthropometrictraits AT haritunianst sexstratifiedgenomewideassociationstudiesincluding270000individualsshowsexualdimorphismingeneticlociforanthropometrictraits AT hunterd sexstratifiedgenomewideassociationstudiesincluding270000individualsshowsexualdimorphismingeneticlociforanthropometrictraits AT ingelssone sexstratifiedgenomewideassociationstudiesincluding270000individualsshowsexualdimorphismingeneticlociforanthropometrictraits AT kaplanr sexstratifiedgenomewideassociationstudiesincluding270000individualsshowsexualdimorphismingeneticlociforanthropometrictraits AT mohlkek sexstratifiedgenomewideassociationstudiesincluding270000individualsshowsexualdimorphismingeneticlociforanthropometrictraits AT oconnelljr sexstratifiedgenomewideassociationstudiesincluding270000individualsshowsexualdimorphismingeneticlociforanthropometrictraits AT schlessingerd sexstratifiedgenomewideassociationstudiesincluding270000individualsshowsexualdimorphismingeneticlociforanthropometrictraits AT strachand sexstratifiedgenomewideassociationstudiesincluding270000individualsshowsexualdimorphismingeneticlociforanthropometrictraits AT stefanssonk sexstratifiedgenomewideassociationstudiesincluding270000individualsshowsexualdimorphismingeneticlociforanthropometrictraits AT vanduijnc sexstratifiedgenomewideassociationstudiesincluding270000individualsshowsexualdimorphismingeneticlociforanthropometrictraits AT abecasisg sexstratifiedgenomewideassociationstudiesincluding270000individualsshowsexualdimorphismingeneticlociforanthropometrictraits AT mccarthym sexstratifiedgenomewideassociationstudiesincluding270000individualsshowsexualdimorphismingeneticlociforanthropometrictraits AT hirschhornj sexstratifiedgenomewideassociationstudiesincluding270000individualsshowsexualdimorphismingeneticlociforanthropometrictraits AT qil sexstratifiedgenomewideassociationstudiesincluding270000individualsshowsexualdimorphismingeneticlociforanthropometrictraits AT loosr sexstratifiedgenomewideassociationstudiesincluding270000individualsshowsexualdimorphismingeneticlociforanthropometrictraits AT lindgrenc sexstratifiedgenomewideassociationstudiesincluding270000individualsshowsexualdimorphismingeneticlociforanthropometrictraits AT northk sexstratifiedgenomewideassociationstudiesincluding270000individualsshowsexualdimorphismingeneticlociforanthropometrictraits AT heidi sexstratifiedgenomewideassociationstudiesincluding270000individualsshowsexualdimorphismingeneticlociforanthropometrictraits

Sex-stratified genome-wide association studies including 270,000 individuals show sexual dimorphism in genetic loci for anthropometric traits

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