A genome-wide association meta-analysis of circulating sex hormone-binding globulin reveals multiple Loci implicated in sex steroid hormone regulation.

Sex hormone-binding globulin (SHBG) is a glycoprotein responsible for the transport and biologic availability of sex steroid hormones, primarily testosterone and estradiol. SHBG has been associated with chronic diseases including type 2 diabetes (T2D) and with hormone-sensitive cancers such as breas...

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Autores principales: Andrea D Coviello, Robin Haring, Melissa Wellons, Dhananjay Vaidya, Terho Lehtimäki, Sarah Keildson, Kathryn L Lunetta, Chunyan He, Myriam Fornage, Vasiliki Lagou, Massimo Mangino, N Charlotte Onland-Moret, Brian Chen, Joel Eriksson, Melissa Garcia, Yong Mei Liu, Annemarie Koster, Kurt Lohman, Leo-Pekka Lyytikäinen, Ann-Kristin Petersen, Jennifer Prescott, Lisette Stolk, Liesbeth Vandenput, Andrew R Wood, Wei Vivian Zhuang, Aimo Ruokonen, Anna-Liisa Hartikainen, Anneli Pouta, Stefania Bandinelli, Reiner Biffar, Georg Brabant, David G Cox, Yuhui Chen, Steven Cummings, Luigi Ferrucci, Marc J Gunter, Susan E Hankinson, Hannu Martikainen, Albert Hofman, Georg Homuth, Thomas Illig, John-Olov Jansson, Andrew D Johnson, David Karasik, Magnus Karlsson, Johannes Kettunen, Douglas P Kiel, Peter Kraft, Jingmin Liu, Östen Ljunggren, Mattias Lorentzon, Marcello Maggio, Marcello R P Markus, Dan Mellström, Iva Miljkovic, Daniel Mirel, Sarah Nelson, Laure Morin Papunen, Petra H M Peeters, Inga Prokopenko, Leslie Raffel, Martin Reincke, Alex P Reiner, Kathryn Rexrode, Fernando Rivadeneira, Stephen M Schwartz, David Siscovick, Nicole Soranzo, Doris Stöckl, Shelley Tworoger, André G Uitterlinden, Carla H van Gils, Ramachandran S Vasan, H-Erich Wichmann, Guangju Zhai, Shalender Bhasin, Martin Bidlingmaier, Stephen J Chanock, Immaculata De Vivo, Tamara B Harris, David J Hunter, Mika Kähönen, Simin Liu, Pamela Ouyang, Tim D Spector, Yvonne T van der Schouw, Jorma Viikari, Henri Wallaschofski, Mark I McCarthy, Timothy M Frayling, Anna Murray, Steve Franks, Marjo-Riitta Järvelin, Frank H de Jong, Olli Raitakari, Alexander Teumer, Claes Ohlsson, Joanne M Murabito, John R B Perry
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Publicado: Public Library of Science (PLoS) 2012
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Acceso en línea:https://doaj.org/article/4a9def3535b34414a48d70d8f4aa1e06
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id oai:doaj.org-article:4a9def3535b34414a48d70d8f4aa1e06
record_format dspace
institution DOAJ
collection DOAJ
language EN
topic Genetics
QH426-470
spellingShingle Genetics
QH426-470
Andrea D Coviello
Robin Haring
Melissa Wellons
Dhananjay Vaidya
Terho Lehtimäki
Sarah Keildson
Kathryn L Lunetta
Chunyan He
Myriam Fornage
Vasiliki Lagou
Massimo Mangino
N Charlotte Onland-Moret
Brian Chen
Joel Eriksson
Melissa Garcia
Yong Mei Liu
Annemarie Koster
Kurt Lohman
Leo-Pekka Lyytikäinen
Ann-Kristin Petersen
Jennifer Prescott
Lisette Stolk
Liesbeth Vandenput
Andrew R Wood
Wei Vivian Zhuang
Aimo Ruokonen
Anna-Liisa Hartikainen
Anneli Pouta
Stefania Bandinelli
Reiner Biffar
Georg Brabant
David G Cox
Yuhui Chen
Steven Cummings
Luigi Ferrucci
Marc J Gunter
Susan E Hankinson
Hannu Martikainen
Albert Hofman
Georg Homuth
Thomas Illig
John-Olov Jansson
Andrew D Johnson
David Karasik
Magnus Karlsson
Johannes Kettunen
Douglas P Kiel
Peter Kraft
Jingmin Liu
Östen Ljunggren
Mattias Lorentzon
Marcello Maggio
Marcello R P Markus
Dan Mellström
Iva Miljkovic
Daniel Mirel
Sarah Nelson
Laure Morin Papunen
Petra H M Peeters
Inga Prokopenko
Leslie Raffel
Martin Reincke
Alex P Reiner
Kathryn Rexrode
Fernando Rivadeneira
Stephen M Schwartz
David Siscovick
Nicole Soranzo
Doris Stöckl
Shelley Tworoger
André G Uitterlinden
Carla H van Gils
Ramachandran S Vasan
H-Erich Wichmann
Guangju Zhai
Shalender Bhasin
Martin Bidlingmaier
Stephen J Chanock
Immaculata De Vivo
Tamara B Harris
David J Hunter
Mika Kähönen
Simin Liu
Pamela Ouyang
Tim D Spector
Yvonne T van der Schouw
Jorma Viikari
Henri Wallaschofski
Mark I McCarthy
Timothy M Frayling
Anna Murray
Steve Franks
Marjo-Riitta Järvelin
Frank H de Jong
Olli Raitakari
Alexander Teumer
Claes Ohlsson
Joanne M Murabito
John R B Perry
A genome-wide association meta-analysis of circulating sex hormone-binding globulin reveals multiple Loci implicated in sex steroid hormone regulation.
description Sex hormone-binding globulin (SHBG) is a glycoprotein responsible for the transport and biologic availability of sex steroid hormones, primarily testosterone and estradiol. SHBG has been associated with chronic diseases including type 2 diabetes (T2D) and with hormone-sensitive cancers such as breast and prostate cancer. We performed a genome-wide association study (GWAS) meta-analysis of 21,791 individuals from 10 epidemiologic studies and validated these findings in 7,046 individuals in an additional six studies. We identified twelve genomic regions (SNPs) associated with circulating SHBG concentrations. Loci near the identified SNPs included SHBG (rs12150660, 17p13.1, p = 1.8 × 10(-106)), PRMT6 (rs17496332, 1p13.3, p = 1.4 × 10(-11)), GCKR (rs780093, 2p23.3, p = 2.2 × 10(-16)), ZBTB10 (rs440837, 8q21.13, p = 3.4 × 10(-09)), JMJD1C (rs7910927, 10q21.3, p = 6.1 × 10(-35)), SLCO1B1 (rs4149056, 12p12.1, p = 1.9 × 10(-08)), NR2F2 (rs8023580, 15q26.2, p = 8.3 × 10(-12)), ZNF652 (rs2411984, 17q21.32, p = 3.5 × 10(-14)), TDGF3 (rs1573036, Xq22.3, p = 4.1 × 10(-14)), LHCGR (rs10454142, 2p16.3, p = 1.3 × 10(-07)), BAIAP2L1 (rs3779195, 7q21.3, p = 2.7 × 10(-08)), and UGT2B15 (rs293428, 4q13.2, p = 5.5 × 10(-06)). These genes encompass multiple biologic pathways, including hepatic function, lipid metabolism, carbohydrate metabolism and T2D, androgen and estrogen receptor function, epigenetic effects, and the biology of sex steroid hormone-responsive cancers including breast and prostate cancer. We found evidence of sex-differentiated genetic influences on SHBG. In a sex-specific GWAS, the loci 4q13.2-UGT2B15 was significant in men only (men p = 2.5 × 10(-08), women p = 0.66, heterogeneity p = 0.003). Additionally, three loci showed strong sex-differentiated effects: 17p13.1-SHBG and Xq22.3-TDGF3 were stronger in men, whereas 8q21.12-ZBTB10 was stronger in women. Conditional analyses identified additional signals at the SHBG gene that together almost double the proportion of variance explained at the locus. Using an independent study of 1,129 individuals, all SNPs identified in the overall or sex-differentiated or conditional analyses explained ~15.6% and ~8.4% of the genetic variation of SHBG concentrations in men and women, respectively. The evidence for sex-differentiated effects and allelic heterogeneity highlight the importance of considering these features when estimating complex trait variance.
format article
author Andrea D Coviello
Robin Haring
Melissa Wellons
Dhananjay Vaidya
Terho Lehtimäki
Sarah Keildson
Kathryn L Lunetta
Chunyan He
Myriam Fornage
Vasiliki Lagou
Massimo Mangino
N Charlotte Onland-Moret
Brian Chen
Joel Eriksson
Melissa Garcia
Yong Mei Liu
Annemarie Koster
Kurt Lohman
Leo-Pekka Lyytikäinen
Ann-Kristin Petersen
Jennifer Prescott
Lisette Stolk
Liesbeth Vandenput
Andrew R Wood
Wei Vivian Zhuang
Aimo Ruokonen
Anna-Liisa Hartikainen
Anneli Pouta
Stefania Bandinelli
Reiner Biffar
Georg Brabant
David G Cox
Yuhui Chen
Steven Cummings
Luigi Ferrucci
Marc J Gunter
Susan E Hankinson
Hannu Martikainen
Albert Hofman
Georg Homuth
Thomas Illig
John-Olov Jansson
Andrew D Johnson
David Karasik
Magnus Karlsson
Johannes Kettunen
Douglas P Kiel
Peter Kraft
Jingmin Liu
Östen Ljunggren
Mattias Lorentzon
Marcello Maggio
Marcello R P Markus
Dan Mellström
Iva Miljkovic
Daniel Mirel
Sarah Nelson
Laure Morin Papunen
Petra H M Peeters
Inga Prokopenko
Leslie Raffel
Martin Reincke
Alex P Reiner
Kathryn Rexrode
Fernando Rivadeneira
Stephen M Schwartz
David Siscovick
Nicole Soranzo
Doris Stöckl
Shelley Tworoger
André G Uitterlinden
Carla H van Gils
Ramachandran S Vasan
H-Erich Wichmann
Guangju Zhai
Shalender Bhasin
Martin Bidlingmaier
Stephen J Chanock
Immaculata De Vivo
Tamara B Harris
David J Hunter
Mika Kähönen
Simin Liu
Pamela Ouyang
Tim D Spector
Yvonne T van der Schouw
Jorma Viikari
Henri Wallaschofski
Mark I McCarthy
Timothy M Frayling
Anna Murray
Steve Franks
Marjo-Riitta Järvelin
Frank H de Jong
Olli Raitakari
Alexander Teumer
Claes Ohlsson
Joanne M Murabito
John R B Perry
author_facet Andrea D Coviello
Robin Haring
Melissa Wellons
Dhananjay Vaidya
Terho Lehtimäki
Sarah Keildson
Kathryn L Lunetta
Chunyan He
Myriam Fornage
Vasiliki Lagou
Massimo Mangino
N Charlotte Onland-Moret
Brian Chen
Joel Eriksson
Melissa Garcia
Yong Mei Liu
Annemarie Koster
Kurt Lohman
Leo-Pekka Lyytikäinen
Ann-Kristin Petersen
Jennifer Prescott
Lisette Stolk
Liesbeth Vandenput
Andrew R Wood
Wei Vivian Zhuang
Aimo Ruokonen
Anna-Liisa Hartikainen
Anneli Pouta
Stefania Bandinelli
Reiner Biffar
Georg Brabant
David G Cox
Yuhui Chen
Steven Cummings
Luigi Ferrucci
Marc J Gunter
Susan E Hankinson
Hannu Martikainen
Albert Hofman
Georg Homuth
Thomas Illig
John-Olov Jansson
Andrew D Johnson
David Karasik
Magnus Karlsson
Johannes Kettunen
Douglas P Kiel
Peter Kraft
Jingmin Liu
Östen Ljunggren
Mattias Lorentzon
Marcello Maggio
Marcello R P Markus
Dan Mellström
Iva Miljkovic
Daniel Mirel
Sarah Nelson
Laure Morin Papunen
Petra H M Peeters
Inga Prokopenko
Leslie Raffel
Martin Reincke
Alex P Reiner
Kathryn Rexrode
Fernando Rivadeneira
Stephen M Schwartz
David Siscovick
Nicole Soranzo
Doris Stöckl
Shelley Tworoger
André G Uitterlinden
Carla H van Gils
Ramachandran S Vasan
H-Erich Wichmann
Guangju Zhai
Shalender Bhasin
Martin Bidlingmaier
Stephen J Chanock
Immaculata De Vivo
Tamara B Harris
David J Hunter
Mika Kähönen
Simin Liu
Pamela Ouyang
Tim D Spector
Yvonne T van der Schouw
Jorma Viikari
Henri Wallaschofski
Mark I McCarthy
Timothy M Frayling
Anna Murray
Steve Franks
Marjo-Riitta Järvelin
Frank H de Jong
Olli Raitakari
Alexander Teumer
Claes Ohlsson
Joanne M Murabito
John R B Perry
author_sort Andrea D Coviello
title A genome-wide association meta-analysis of circulating sex hormone-binding globulin reveals multiple Loci implicated in sex steroid hormone regulation.
title_short A genome-wide association meta-analysis of circulating sex hormone-binding globulin reveals multiple Loci implicated in sex steroid hormone regulation.
title_full A genome-wide association meta-analysis of circulating sex hormone-binding globulin reveals multiple Loci implicated in sex steroid hormone regulation.
title_fullStr A genome-wide association meta-analysis of circulating sex hormone-binding globulin reveals multiple Loci implicated in sex steroid hormone regulation.
title_full_unstemmed A genome-wide association meta-analysis of circulating sex hormone-binding globulin reveals multiple Loci implicated in sex steroid hormone regulation.
title_sort genome-wide association meta-analysis of circulating sex hormone-binding globulin reveals multiple loci implicated in sex steroid hormone regulation.
publisher Public Library of Science (PLoS)
publishDate 2012
url https://doaj.org/article/4a9def3535b34414a48d70d8f4aa1e06
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spelling oai:doaj.org-article:4a9def3535b34414a48d70d8f4aa1e062021-11-18T06:18:21ZA genome-wide association meta-analysis of circulating sex hormone-binding globulin reveals multiple Loci implicated in sex steroid hormone regulation.1553-73901553-740410.1371/journal.pgen.1002805https://doaj.org/article/4a9def3535b34414a48d70d8f4aa1e062012-01-01T00:00:00Zhttps://www.ncbi.nlm.nih.gov/pmc/articles/pmid/22829776/pdf/?tool=EBIhttps://doaj.org/toc/1553-7390https://doaj.org/toc/1553-7404Sex hormone-binding globulin (SHBG) is a glycoprotein responsible for the transport and biologic availability of sex steroid hormones, primarily testosterone and estradiol. SHBG has been associated with chronic diseases including type 2 diabetes (T2D) and with hormone-sensitive cancers such as breast and prostate cancer. We performed a genome-wide association study (GWAS) meta-analysis of 21,791 individuals from 10 epidemiologic studies and validated these findings in 7,046 individuals in an additional six studies. We identified twelve genomic regions (SNPs) associated with circulating SHBG concentrations. Loci near the identified SNPs included SHBG (rs12150660, 17p13.1, p = 1.8 × 10(-106)), PRMT6 (rs17496332, 1p13.3, p = 1.4 × 10(-11)), GCKR (rs780093, 2p23.3, p = 2.2 × 10(-16)), ZBTB10 (rs440837, 8q21.13, p = 3.4 × 10(-09)), JMJD1C (rs7910927, 10q21.3, p = 6.1 × 10(-35)), SLCO1B1 (rs4149056, 12p12.1, p = 1.9 × 10(-08)), NR2F2 (rs8023580, 15q26.2, p = 8.3 × 10(-12)), ZNF652 (rs2411984, 17q21.32, p = 3.5 × 10(-14)), TDGF3 (rs1573036, Xq22.3, p = 4.1 × 10(-14)), LHCGR (rs10454142, 2p16.3, p = 1.3 × 10(-07)), BAIAP2L1 (rs3779195, 7q21.3, p = 2.7 × 10(-08)), and UGT2B15 (rs293428, 4q13.2, p = 5.5 × 10(-06)). These genes encompass multiple biologic pathways, including hepatic function, lipid metabolism, carbohydrate metabolism and T2D, androgen and estrogen receptor function, epigenetic effects, and the biology of sex steroid hormone-responsive cancers including breast and prostate cancer. We found evidence of sex-differentiated genetic influences on SHBG. In a sex-specific GWAS, the loci 4q13.2-UGT2B15 was significant in men only (men p = 2.5 × 10(-08), women p = 0.66, heterogeneity p = 0.003). Additionally, three loci showed strong sex-differentiated effects: 17p13.1-SHBG and Xq22.3-TDGF3 were stronger in men, whereas 8q21.12-ZBTB10 was stronger in women. Conditional analyses identified additional signals at the SHBG gene that together almost double the proportion of variance explained at the locus. Using an independent study of 1,129 individuals, all SNPs identified in the overall or sex-differentiated or conditional analyses explained ~15.6% and ~8.4% of the genetic variation of SHBG concentrations in men and women, respectively. The evidence for sex-differentiated effects and allelic heterogeneity highlight the importance of considering these features when estimating complex trait variance.Andrea D CovielloRobin HaringMelissa WellonsDhananjay VaidyaTerho LehtimäkiSarah KeildsonKathryn L LunettaChunyan HeMyriam FornageVasiliki LagouMassimo ManginoN Charlotte Onland-MoretBrian ChenJoel ErikssonMelissa GarciaYong Mei LiuAnnemarie KosterKurt LohmanLeo-Pekka LyytikäinenAnn-Kristin PetersenJennifer PrescottLisette StolkLiesbeth VandenputAndrew R WoodWei Vivian ZhuangAimo RuokonenAnna-Liisa HartikainenAnneli PoutaStefania BandinelliReiner BiffarGeorg BrabantDavid G CoxYuhui ChenSteven CummingsLuigi FerrucciMarc J GunterSusan E HankinsonHannu MartikainenAlbert HofmanGeorg HomuthThomas IlligJohn-Olov JanssonAndrew D JohnsonDavid KarasikMagnus KarlssonJohannes KettunenDouglas P KielPeter KraftJingmin LiuÖsten LjunggrenMattias LorentzonMarcello MaggioMarcello R P MarkusDan MellströmIva MiljkovicDaniel MirelSarah NelsonLaure Morin PapunenPetra H M PeetersInga ProkopenkoLeslie RaffelMartin ReinckeAlex P ReinerKathryn RexrodeFernando RivadeneiraStephen M SchwartzDavid SiscovickNicole SoranzoDoris StöcklShelley TworogerAndré G UitterlindenCarla H van GilsRamachandran S VasanH-Erich WichmannGuangju ZhaiShalender BhasinMartin BidlingmaierStephen J ChanockImmaculata De VivoTamara B HarrisDavid J HunterMika KähönenSimin LiuPamela OuyangTim D SpectorYvonne T van der SchouwJorma ViikariHenri WallaschofskiMark I McCarthyTimothy M FraylingAnna MurraySteve FranksMarjo-Riitta JärvelinFrank H de JongOlli RaitakariAlexander TeumerClaes OhlssonJoanne M MurabitoJohn R B PerryPublic Library of Science (PLoS)articleGeneticsQH426-470ENPLoS Genetics, Vol 8, Iss 7, p e1002805 (2012)