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dc.contributor.authorLagou, V
dc.contributor.authorMägi, R
dc.contributor.authorHottenga, JJ
dc.contributor.authorGrallert, H
dc.contributor.authorPerry, JRB
dc.contributor.authorBouatia-Naji, N
dc.contributor.authorMarullo, L
dc.contributor.authorRybin, D
dc.contributor.authorJansen, R
dc.contributor.authorMin, JL
dc.contributor.authorDimas, AS
dc.contributor.authorUlrich, A
dc.contributor.authorZudina, L
dc.contributor.authorGådin, JR
dc.contributor.authorJiang, L
dc.contributor.authorFaggian, A
dc.contributor.authorBonnefond, A
dc.contributor.authorFadista, J
dc.contributor.authorStathopoulou, MG
dc.contributor.authorIsaacs, A
dc.contributor.authorWillems, SM
dc.contributor.authorNavarro, P
dc.contributor.authorTanaka, T
dc.contributor.authorJackson, AU
dc.contributor.authorMontasser, ME
dc.contributor.authorO’Connell, JR
dc.contributor.authorBielak, LF
dc.contributor.authorWebster, RJ
dc.contributor.authorSaxena, R
dc.contributor.authorStafford, JM
dc.contributor.authorPourcain, BS
dc.contributor.authorTimpson, NJ
dc.contributor.authorSalo, P
dc.contributor.authorShin, SY
dc.contributor.authorAmin, N
dc.contributor.authorSmith, AV
dc.contributor.authorLi, G
dc.contributor.authorVerweij, N
dc.contributor.authorGoel, A
dc.contributor.authorFord, I
dc.contributor.authorJohnson, PCD
dc.contributor.authorJohnson, T
dc.contributor.authorKapur, K
dc.contributor.authorThorleifsson, G
dc.contributor.authorStrawbridge, RJ
dc.contributor.authorRasmussen-Torvik, LJ
dc.contributor.authorEsko, T
dc.contributor.authorMihailov, E
dc.contributor.authorFall, T
dc.contributor.authorFraser, RM
dc.contributor.authorMahajan, A
dc.contributor.authorKanoni, S
dc.contributor.authorGiedraitis, V
dc.contributor.authorKleber, ME
dc.contributor.authorSilbernagel, G
dc.contributor.authorMeyer, J
dc.contributor.authorMüller-Nurasyid, M
dc.contributor.authorGanna, A
dc.contributor.authorSarin, AP
dc.contributor.authorYengo, L
dc.contributor.authorShungin, D
dc.contributor.authorLuan, J
dc.contributor.authorHorikoshi, M
dc.contributor.authorAn, P
dc.contributor.authorSanna, S
dc.contributor.authorBoettcher, Y
dc.contributor.authorRayner, NW
dc.contributor.authorNolte, IM
dc.contributor.authorZemunik, T
dc.contributor.authorIperen, EV
dc.contributor.authorKovacs, P
dc.contributor.authorHastie, ND
dc.contributor.authorWild, SH
dc.contributor.authorMcLachlan, S
dc.contributor.authorCampbell, S
dc.contributor.authorPolasek, O
dc.contributor.authorCarlson, O
dc.contributor.authorEgan, J
dc.contributor.authorKiess, W
dc.contributor.authorWillemsen, G
dc.contributor.authorKuusisto, J
dc.contributor.authorLaakso, M
dc.contributor.authorDimitriou, M
dc.contributor.authorHicks, AA
dc.contributor.authorRauramaa, R
dc.contributor.authorBandinelli, S
dc.contributor.authorThorand, B
dc.contributor.authorLiu, Y
dc.contributor.authorMiljkovic, I
dc.contributor.authorLind, L
dc.contributor.authorDoney, A
dc.contributor.authorPerola, M
dc.contributor.authorHingorani, A
dc.contributor.authorKivimaki, M
dc.contributor.authorKumari, M
dc.contributor.authorBennett, AJ
dc.contributor.authorGroves, CJ
dc.contributor.authorHerder, C
dc.contributor.authorKoistinen, HA
dc.contributor.authorKinnunen, L
dc.contributor.authorDe Faire, U
dc.contributor.authorBakker, SJL
dc.contributor.authorUusitupa, M
dc.contributor.authorPalmer, CNA
dc.contributor.authorJukema, JW
dc.contributor.authorSattar, N
dc.contributor.authorPouta, A
dc.contributor.authorSnieder, H
dc.contributor.authorBoerwinkle, E
dc.contributor.authorPankow, JS
dc.contributor.authorMagnusson, PK
dc.contributor.authorKrus, U
dc.contributor.authorScapoli, C
dc.contributor.authorDe Geus, EJCN
dc.contributor.authorBlüher, M
dc.contributor.authorWolffenbuttel, BHR
dc.contributor.authorProvince, MA
dc.contributor.authorAbecasis, GR
dc.contributor.authorMeigs, JB
dc.contributor.authorHovingh, GK
dc.contributor.authorLindström, J
dc.contributor.authorWilson, JF
dc.contributor.authorWright, AF
dc.contributor.authorDedoussis, GV
dc.contributor.authorBornstein, SR
dc.contributor.authorSchwartz, PEH
dc.contributor.authorTönjes, A
dc.contributor.authorWinkelmann, BR
dc.contributor.authorBoehm, BO
dc.contributor.authorMärz, W
dc.contributor.authorMetspalu, A
dc.contributor.authorPrice, JF
dc.contributor.authorDeloukas, P
dc.contributor.authorKörner, A
dc.contributor.authorLakka, TA
dc.contributor.authorKeinanen-Kiukaanniemi, SM
dc.contributor.authorSaaristo, TE
dc.contributor.authorBergman, RN
dc.contributor.authorTuomilehto, J
dc.contributor.authorWareham, NJ
dc.contributor.authorLangenberg, C
dc.contributor.authorMännistö, S
dc.contributor.authorFranks, PW
dc.contributor.authorHayward, C
dc.contributor.authorVitart, V
dc.contributor.authorKaprio, J
dc.contributor.authorVisvikis-Siest, S
dc.contributor.authorBalkau, B
dc.contributor.authorAltshuler, D
dc.contributor.authorRudan, I
dc.contributor.authorStumvoll, M
dc.contributor.authorCampbell, H
dc.contributor.authorVan Duijn, CM
dc.contributor.authorGieger, C
dc.contributor.authorIllig, T
dc.contributor.authorFerrucci1, L
dc.contributor.authorPedersen, NL
dc.contributor.authorPramstaller, PP
dc.contributor.authorBoehnke, M
dc.contributor.authorFrayling, TM
dc.contributor.authorShuldiner, AR
dc.contributor.authorPeyser, PA
dc.contributor.authorKardia, SLR
dc.contributor.authorPalmer, LJ
dc.contributor.authorPenninx, BW
dc.contributor.authorMeneton, P
dc.contributor.authorHarris, TB
dc.contributor.authorNavis, G
dc.contributor.authorVan der Harst, P
dc.contributor.authorSmith, GD
dc.contributor.authorForouhi, NG
dc.contributor.authorLoos, RJF
dc.contributor.authorSalomaa, V
dc.contributor.authorSoranzo, N
dc.contributor.authorBoomsma, DI
dc.contributor.authorGroop, L
dc.contributor.authorTuomi, T
dc.contributor.authorHofman, A
dc.contributor.authorMunroe, PB
dc.contributor.authorGudnason, V
dc.contributor.authorSiscovick, DS
dc.contributor.authorWatkins, H
dc.contributor.authorLecoeur, C
dc.contributor.authorVollenweider, P
dc.contributor.authorFranco-Cereceda, A
dc.contributor.authorEriksson, P
dc.contributor.authorJarvelin, M-R
dc.contributor.authorStefansson, K
dc.contributor.authorHamsten, A
dc.contributor.authorNicholson, G
dc.contributor.authorKarpe, F
dc.contributor.authorDermitzakis, ET
dc.contributor.authorLindgren, CM
dc.contributor.authorMcCarthy, MI
dc.contributor.authorFroguel, P
dc.contributor.authorKaakinen, MA
dc.contributor.authorLyssenko, V
dc.contributor.authorWatanabe, RM
dc.contributor.authorIngelsson, E
dc.contributor.authorFlorez, JC
dc.contributor.authorDupuis, J
dc.contributor.authorBarroso, I
dc.contributor.authorMorris, AP
dc.contributor.authorProkopenko, I
dc.date.accessioned2021-05-05T16:08:28Z
dc.date.issued2021-01-05
dc.description.abstractDifferences between sexes contribute to variation in the levels of fasting glucose and insulin. Epidemiological studies established a higher prevalence of impaired fasting glucose in men and impaired glucose tolerance in women, however, the genetic component underlying this phenomenon is not established. We assess sex-dimorphic (73,089/50,404 women and 67,506/47,806 men) and sex-combined (151,188/105,056 individuals) fasting glucose/fasting insulin genetic effects via genome-wide association study meta-analyses in individuals of European descent without diabetes. Here we report sex dimorphism in allelic effects on fasting insulin at IRS1 and ZNF12 loci, the latter showing higher RNA expression in whole blood in women compared to men. We also observe sex-homogeneous effects on fasting glucose at seven novel loci. Fasting insulin in women shows stronger genetic correlations than in men with waist-to-hip ratio and anorexia nervosa. Furthermore, waist-to-hip ratio is causally related to insulin resistance in women, but not in men. These results position dissection of metabolic and glycemic health sex dimorphism as a steppingstone for understanding differences in genetic effects between women and men in related phenotypes.en_GB
dc.description.sponsorshipAcademy of Finlanden_GB
dc.description.sponsorshipADAen_GB
dc.description.sponsorshipBiotechnology and Biological Sciences Research Council (BBSRC)en_GB
dc.description.sponsorshipBHFen_GB
dc.description.sponsorshipClinical Translational Science Instituteen_GB
dc.description.sponsorshipCroatian Ministry of Scienceen_GB
dc.description.sponsorshipDirectorate C - Public Health and Risk Assessment, Health & Consumer Protectionen_GB
dc.description.sponsorshipDutch Kidney Foundationen_GB
dc.description.sponsorshipEstonian Research Councilen_GB
dc.description.sponsorshipEuropean Research Council (ERC)en_GB
dc.description.sponsorshipEuropean Regional Development Fund (ERDF)en_GB
dc.description.sponsorshipEuropean Union Horizon 2020en_GB
dc.description.sponsorshipFederal Ministry of Education and Research (BMBF), Germanyen_GB
dc.description.sponsorshipFinnish Funding Agency for Technology and Innovationen_GB
dc.description.sponsorshipGerman Research Foundationen_GB
dc.description.sponsorshipGreek General Secretary of Research and Technologyen_GB
dc.description.sponsorshipIcelandic National Bioethics Committeeen_GB
dc.description.sponsorshipIFB Adiposity Diseasesen_GB
dc.description.sponsorshipIngaBritt och Arne Lundberg’s Research Foundationen_GB
dc.description.sponsorshipItalian Ministry of Healthen_GB
dc.description.sponsorshipKnut & Alice Wallenberg foundationen_GB
dc.description.sponsorshipKuopio University Hospital from Ministry of Health and Social Affairsen_GB
dc.description.sponsorshipAffymetrix, Incen_GB
dc.description.sponsorshipLundberg Foundationen_GB
dc.description.sponsorshipMedical Research Council (MRC)en_GB
dc.description.sponsorshipMid-Atlantic Nutrition Obesity Research Centeren_GB
dc.description.sponsorshipMinistry of Education and Culture of Finlanden_GB
dc.description.sponsorshipMRC-GSK pilot programmeen_GB
dc.description.sponsorshipNHLBIen_GB
dc.description.sponsorshipNIAen_GB
dc.description.sponsorshipNIHen_GB
dc.description.sponsorshipNordic Centre of Excellence on Systems biology in controlled dietary interventions and cohort studies, SYSDIETen_GB
dc.description.sponsorshipNovo Nordisk Foundationen_GB
dc.description.sponsorshipNWO/ZonMWen_GB
dc.description.sponsorshipSpinozapremieen_GB
dc.description.sponsorshipRutgers University Cell and DNA Repositoryen_GB
dc.description.sponsorshipStockholm County Councilen_GB
dc.description.sponsorshipSwedish Foundation for Strategic Researchen_GB
dc.description.sponsorshipSwedish Heart-Lung Foundationen_GB
dc.description.sponsorshipSwedish Research Councilen_GB
dc.description.sponsorshipSwiss National Science Foundationen_GB
dc.description.sponsorshipTEKESen_GB
dc.description.sponsorshipTorsten och Ragnar Söderbergs Stiftelseren_GB
dc.description.sponsorshipWellcome Trusten_GB
dc.description.sponsorshipYrjö Jahnsson Foundationen_GB
dc.identifier.citationVol. 12, article no. 24en_GB
dc.identifier.doi10.1038/s41467-020-19366-9
dc.identifier.urihttp://hdl.handle.net/10871/125552
dc.language.isoenen_GB
dc.publisherNature Researchen_GB
dc.relation.urlhttps://www.magicinvestigators.org/downloads/
dc.relation.urlhttp://ldsc.broadinstitute.org/ldhub/
dc.relation.urlhttp://www.medscinet.com/nordicislets/
dc.relation.urlhttp://www-huber.embl.de/pub/DEXSeq/analysis/scripts/
dc.rights© The Author(s) 2021, corrected publication 2021. Open Access: This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/ licenses/by/4.0/.en_GB
dc.titleSex-dimorphic genetic effects and novel loci for fasting glucose and insulin variabilityen_GB
dc.typeArticleen_GB
dc.date.available2021-05-05T16:08:28Z
dc.identifier.issn2041-1723
dc.descriptionThis is the final version. Available on open access from Nature Research via the DOI in this record.en_GB
dc.descriptionData availability: GWAS summary statistics for FG/FI analyses presented in this manuscript are deposited on https://www.magicinvestigators.org/downloads/ and will be also be available through the NHGRI-EBI GWAS Catalog https://www.ebi.ac.uk/gwas/downloads/summary-statistics. Raw files for RNA-seq mRNA expression in islet donors have been deposited in NCBI GEO database with the accession code GSE50398. Summary-level GWAS results for genetic correlation analysis with glycemic traits were downloaded from the LDHub database (http://ldsc.broadinstitute.org/ldhub/). Islets from 89 cadaver donors were provided by the Nordic Islet Transplantation Programme (http://www.medscinet.com/nordicislets/). The dexseq_count python script for RNA sequencing analysis in human pancreatic islets was downloaded from http://www-huber.embl.de/pub/DEXSeq/analysis/scripts/. Raw files for RNA-seq mRNA expression in islet donors have been deposited in NCBI GEO database with the accession code GSE50398.
dc.identifier.journalNature Communicationsen_GB
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/en_GB
dc.description.noteNote that the full list of funders and grant numbers is available in the online article and in the PDF in this record
dcterms.dateAccepted2020-09-22
rioxxterms.versionVoRen_GB
rioxxterms.licenseref.startdate2021-01-05
rioxxterms.typeJournal Article/Reviewen_GB
refterms.dateFCD2021-05-05T15:32:43Z
refterms.versionFCDVoR
refterms.dateFOA2021-05-05T16:09:04Z
refterms.panelAen_GB


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© The Author(s) 2021, corrected publication 2021. Open Access: This article is licensed under a Creative Commons
Attribution 4.0 International License, which permits use, sharing,
adaptation, distribution and reproduction in any medium or format, as long as you give
appropriate credit to the original author(s) and the source, provide a link to the Creative
Commons license, and indicate if changes were made. The images or other third party
material in this article are included in the article’s Creative Commons license, unless
indicated otherwise in a credit line to the material. If material is not included in the
article’s Creative Commons license and your intended use is not permitted by statutory
regulation or exceeds the permitted use, you will need to obtain permission directly from
the copyright holder. To view a copy of this license, visit http://creativecommons.org/
licenses/by/4.0/.
Except where otherwise noted, this item's licence is described as © The Author(s) 2021, corrected publication 2021. Open Access: This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/ licenses/by/4.0/.