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Numerous genetic loci have been associated with systolic blood pressure (SBP) and diastolic blood pressure (DBP) in Europeans. We now report genome-wide association studies of pulse pressure (PP) and mean arterial pressure (MAP). In discovery (N = 74,064) and follow-up studies (N = 48,607), we identified at genome-wide significance (P = 2.7 × 10(-8) to P = 2.3 × 10(-13)) four new PP loci (at 4q12 near CHIC2, 7q22.3 near PIK3CG, 8q24.12 in NOV and 11q24.3 near ADAMTS8), two new MAP loci (3p21.31 in MAP4 and 10q25.3 near ADRB1) and one locus associated with both of these traits (2q24.3 near FIGN) that has also recently been associated with SBP in east Asians. For three of the new PP loci, the estimated effect for SBP was opposite of that for DBP, in contrast to the majority of common SBP- and DBP-associated variants, which show concordant effects on both traits. These findings suggest new genetic pathways underlying blood pressure variation, some of which may differentially influence SBP and DBP.
10aArteries10aBlood Pressure10aCase-Control Studies10aFollow-Up Studies10aGenetic Loci10aGenome-Wide Association Study10aHumans10aHypertension10aLinkage Disequilibrium10aPolymorphism, Single Nucleotide1 aWain, Louise, V1 aVerwoert, Germaine, C1 aO'Reilly, Paul, F1 aShi, Gang1 aJohnson, Toby1 aJohnson, Andrew, D1 aBochud, Murielle1 aRice, Kenneth, M1 aHenneman, Peter1 aSmith, Albert, V1 aEhret, Georg, B1 aAmin, Najaf1 aLarson, Martin, G1 aMooser, Vincent1 aHadley, David1 aDörr, Marcus1 aBis, Joshua, C1 aAspelund, Thor1 aEsko, Tõnu1 aJanssens, Cecile, J W1 aZhao, Jing Hua1 aHeath, Simon1 aLaan, Maris1 aFu, Jingyuan1 aPistis, Giorgio1 aLuan, Jian'an1 aArora, Pankaj1 aLucas, Gavin1 aPirastu, Nicola1 aPichler, Irene1 aJackson, Anne, U1 aWebster, Rebecca, J1 aZhang, Feng1 aPeden, John, F1 aSchmidt, Helena1 aTanaka, Toshiko1 aCampbell, Harry1 aIgl, Wilmar1 aMilaneschi, Yuri1 aHottenga, Jouke-Jan1 aVitart, Veronique1 aChasman, Daniel, I1 aTrompet, Stella1 aBragg-Gresham, Jennifer, L1 aAlizadeh, Behrooz, Z1 aChambers, John, C1 aGuo, Xiuqing1 aLehtimäki, Terho1 aKuhnel, Brigitte1 aLopez, Lorna, M1 aPolasek, Ozren1 aBoban, Mladen1 aNelson, Christopher, P1 aMorrison, Alanna, C1 aPihur, Vasyl1 aGanesh, Santhi, K1 aHofman, Albert1 aKundu, Suman1 aMattace-Raso, Francesco, U S1 aRivadeneira, Fernando1 aSijbrands, Eric, J G1 aUitterlinden, André, G1 aHwang, Shih-Jen1 aVasan, Ramachandran, S1 aWang, Thomas, J1 aBergmann, Sven1 aVollenweider, Peter1 aWaeber, Gérard1 aLaitinen, Jaana1 aPouta, Anneli1 aZitting, Paavo1 aMcArdle, Wendy, L1 aKroemer, Heyo, K1 aVölker, Uwe1 aVölzke, Henry1 aGlazer, Nicole, L1 aTaylor, Kent, D1 aHarris, Tamara, B1 aAlavere, Helene1 aHaller, Toomas1 aKeis, Aime1 aTammesoo, Mari-Liis1 aAulchenko, Yurii1 aBarroso, Inês1 aKhaw, Kay-Tee1 aGalan, Pilar1 aHercberg, Serge1 aLathrop, Mark1 aEyheramendy, Susana1 aOrg, Elin1 aSõber, Siim1 aLu, Xiaowen1 aNolte, Ilja, M1 aPenninx, Brenda, W1 aCorre, Tanguy1 aMasciullo, Corrado1 aSala, Cinzia1 aGroop, Leif1 aVoight, Benjamin, F1 aMelander, Olle1 aO'Donnell, Christopher, J1 aSalomaa, Veikko1 ad'Adamo, Adamo, Pio1 aFabretto, Antonella1 aFaletra, Flavio1 aUlivi, Sheila1 aDel Greco, Fabiola, M1 aFacheris, Maurizio1 aCollins, Francis, S1 aBergman, Richard, N1 aBeilby, John, P1 aHung, Joseph1 aMusk, William1 aMangino, Massimo1 aShin, So-Youn1 aSoranzo, Nicole1 aWatkins, Hugh1 aGoel, Anuj1 aHamsten, Anders1 aGider, Pierre1 aLoitfelder, Marisa1 aZeginigg, Marion1 aHernandez, Dena1 aNajjar, Samer, S1 aNavarro, Pau1 aWild, Sarah, H1 aCorsi, Anna Maria1 aSingleton, Andrew1 aGeus, Eco, J C1 aWillemsen, Gonneke1 aParker, Alex, N1 aRose, Lynda, M1 aBuckley, Brendan1 aStott, David1 aOrrù, Marco1 aUda, Manuela1 avan der Klauw, Melanie, M1 aZhang, Weihua1 aLi, Xinzhong1 aScott, James1 aChen, Yii-Der Ida1 aBurke, Gregory, L1 aKähönen, Mika1 aViikari, Jorma1 aDöring, Angela1 aMeitinger, Thomas1 aDavies, Gail1 aStarr, John, M1 aEmilsson, Valur1 aPlump, Andrew1 aLindeman, Jan, H1 aHoen, Peter, A C 't1 aKönig, Inke, R1 aFelix, Janine, F1 aClarke, Robert1 aHopewell, Jemma, C1 aOngen, Halit1 aBreteler, Monique1 aDebette, Stephanie1 aDeStefano, Anita, L1 aFornage, Myriam1 aMitchell, Gary, F1 aSmith, Nicholas, L1 aHolm, Hilma1 aStefansson, Kari1 aThorleifsson, Gudmar1 aThorsteinsdottir, Unnur1 aSamani, Nilesh, J1 aPreuss, Michael1 aRudan, Igor1 aHayward, Caroline1 aDeary, Ian, J1 aWichmann, H-Erich1 aRaitakari, Olli, T1 aPalmas, Walter1 aKooner, Jaspal, S1 aStolk, Ronald, P1 aJukema, Wouter1 aWright, Alan, F1 aBoomsma, Dorret, I1 aBandinelli, Stefania1 aGyllensten, Ulf, B1 aWilson, James, F1 aFerrucci, Luigi1 aSchmidt, Reinhold1 aFarrall, Martin1 aSpector, Tim, D1 aPalmer, Lyle, J1 aTuomilehto, Jaakko1 aPfeufer, Arne1 aGasparini, Paolo1 aSiscovick, David1 aAltshuler, David1 aLoos, Ruth, J F1 aToniolo, Daniela1 aSnieder, Harold1 aGieger, Christian1 aMeneton, Pierre1 aWareham, Nicholas, J1 aOostra, Ben, A1 aMetspalu, Andres1 aLauner, Lenore1 aRettig, Rainer1 aStrachan, David, P1 aBeckmann, Jacques, S1 aWitteman, Jacqueline, C M1 aErdmann, Jeanette1 aDijk, Ko Willems1 aBoerwinkle, Eric1 aBoehnke, Michael1 aRidker, Paul, M1 aJarvelin, Marjo-Riitta1 aChakravarti, Aravinda1 aAbecasis, Goncalo, R1 aGudnason, Vilmundur1 aNewton-Cheh, Christopher1 aLevy, Daniel1 aMunroe, Patricia, B1 aPsaty, Bruce, M1 aCaulfield, Mark, J1 aRao, Dabeeru, C1 aTobin, Martin, D1 aElliott, Paul1 aDuijn, Cornelia, M1 aLifeLines Cohort Study1 aEchoGen consortium1 aAortaGen Consortium1 aCHARGE Consortium Heart Failure Working Group1 aKidneyGen Consortium1 aCKDGen Consortium1 aCardiogenics consortium1 aCardioGram uhttps://chs-nhlbi.org/node/132406092nas a2201597 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2011 eng d a1524-453900aMeta-analysis of genome-wide association studies in >80 000 subjects identifies multiple loci for C-reactive protein levels.0 aMetaanalysis of genomewide association studies in 80 000 subject c2011 Feb 22 a731-80 v1233 aBACKGROUND: C-reactive protein (CRP) is a heritable marker of chronic inflammation that is strongly associated with cardiovascular disease. We sought to identify genetic variants that are associated with CRP levels.
METHODS AND RESULTS: We performed a genome-wide association analysis of CRP in 66 185 participants from 15 population-based studies. We sought replication for the genome-wide significant and suggestive loci in a replication panel comprising 16 540 individuals from 10 independent studies. We found 18 genome-wide significant loci, and we provided evidence of replication for 8 of them. Our results confirm 7 previously known loci and introduce 11 novel loci that are implicated in pathways related to the metabolic syndrome (APOC1, HNF1A, LEPR, GCKR, HNF4A, and PTPN2) or the immune system (CRP, IL6R, NLRP3, IL1F10, and IRF1) or that reside in regions previously not known to play a role in chronic inflammation (PPP1R3B, SALL1, PABPC4, ASCL1, RORA, and BCL7B). We found a significant interaction of body mass index with LEPR (P<2.9×10(-6)). A weighted genetic risk score that was developed to summarize the effect of risk alleles was strongly associated with CRP levels and explained ≈5% of the trait variance; however, there was no evidence for these genetic variants explaining the association of CRP with coronary heart disease.
CONCLUSIONS: We identified 18 loci that were associated with CRP levels. Our study highlights immune response and metabolic regulatory pathways involved in the regulation of chronic inflammation.
10aBiomarkers10aC-Reactive Protein10aCardiovascular Diseases10aGenetic Predisposition to Disease10aGenome-Wide Association Study10aHumans10aRisk Factors10aVasculitis1 aDehghan, Abbas1 aDupuis, Josée1 aBarbalic, Maja1 aBis, Joshua, C1 aEiriksdottir, Gudny1 aLu, Chen1 aPellikka, Niina1 aWallaschofski, Henri1 aKettunen, Johannes1 aHenneman, Peter1 aBaumert, Jens1 aStrachan, David, P1 aFuchsberger, Christian1 aVitart, Veronique1 aWilson, James, F1 aParé, Guillaume1 aNaitza, Silvia1 aRudock, Megan, E1 aSurakka, Ida1 aGeus, Eco, J C1 aAlizadeh, Behrooz, Z1 aGuralnik, Jack1 aShuldiner, Alan1 aTanaka, Toshiko1 aZee, Robert, Y L1 aSchnabel, Renate, B1 aNambi, Vijay1 aKavousi, Maryam1 aRipatti, Samuli1 aNauck, Matthias1 aSmith, Nicholas, L1 aSmith, Albert, V1 aSundvall, Jouko1 aScheet, Paul1 aLiu, Yongmei1 aRuokonen, Aimo1 aRose, Lynda, M1 aLarson, Martin, G1 aHoogeveen, Ron, C1 aFreimer, Nelson, B1 aTeumer, Alexander1 aTracy, Russell, P1 aLauner, Lenore, J1 aBuring, Julie, E1 aYamamoto, Jennifer, F1 aFolsom, Aaron, R1 aSijbrands, Eric, J G1 aPankow, James1 aElliott, Paul1 aKeaney, John, F1 aSun, Wei1 aSarin, Antti-Pekka1 aFontes, João, D1 aBadola, Sunita1 aAstor, Brad, C1 aHofman, Albert1 aPouta, Anneli1 aWerdan, Karl1 aGreiser, Karin, H1 aKuss, Oliver1 aMeyer zu Schwabedissen, Henriette, E1 aThiery, Joachim1 aJamshidi, Yalda1 aNolte, Ilja, M1 aSoranzo, Nicole1 aSpector, Timothy, D1 aVölzke, Henry1 aParker, Alexander, N1 aAspelund, Thor1 aBates, David1 aYoung, Lauren1 aTsui, Kim1 aSiscovick, David, S1 aGuo, Xiuqing1 aRotter, Jerome, I1 aUda, Manuela1 aSchlessinger, David1 aRudan, Igor1 aHicks, Andrew, A1 aPenninx, Brenda, W1 aThorand, Barbara1 aGieger, Christian1 aCoresh, Joe1 aWillemsen, Gonneke1 aHarris, Tamara, B1 aUitterlinden, André, G1 aJarvelin, Marjo-Riitta1 aRice, Kenneth1 aRadke, Dörte1 aSalomaa, Veikko1 avan Dijk, Ko, Willems1 aBoerwinkle, Eric1 aVasan, Ramachandran, S1 aFerrucci, Luigi1 aGibson, Quince, D1 aBandinelli, Stefania1 aSnieder, Harold1 aBoomsma, Dorret, I1 aXiao, Xiangjun1 aCampbell, Harry1 aHayward, Caroline1 aPramstaller, Peter, P1 aDuijn, Cornelia, M1 aPeltonen, Leena1 aPsaty, Bruce, M1 aGudnason, Vilmundur1 aRidker, Paul, M1 aHomuth, Georg1 aKoenig, Wolfgang1 aBallantyne, Christie, M1 aWitteman, Jacqueline, C M1 aBenjamin, Emelia, J1 aPerola, Markus1 aChasman, Daniel, I uhttps://chs-nhlbi.org/node/126707748nas a2202497 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2012 eng d a1546-171800aMeta-analyses identify 13 loci associated with age at menopause and highlight DNA repair and immune pathways.0 aMetaanalyses identify 13 loci associated with age at menopause a c2012 Jan 22 a260-80 v443 aTo newly identify loci for age at natural menopause, we carried out a meta-analysis of 22 genome-wide association studies (GWAS) in 38,968 women of European descent, with replication in up to 14,435 women. In addition to four known loci, we identified 13 loci newly associated with age at natural menopause (at P < 5 × 10(-8)). Candidate genes located at these newly associated loci include genes implicated in DNA repair (EXO1, HELQ, UIMC1, FAM175A, FANCI, TLK1, POLG and PRIM1) and immune function (IL11, NLRP11 and PRRC2A (also known as BAT2)). Gene-set enrichment pathway analyses using the full GWAS data set identified exoDNase, NF-κB signaling and mitochondrial dysfunction as biological processes related to timing of menopause.
10aAge Factors10aDNA Helicases10aDNA Polymerase gamma10aDNA Primase10aDNA Repair10aDNA Repair Enzymes10aDNA-Directed DNA Polymerase10aEuropean Continental Ancestry Group10aExodeoxyribonucleases10aFemale10aGenetic Loci10aGenome-Wide Association Study10aHumans10aImmunity10aMenopause10aPolymorphism, Single Nucleotide10aProteins1 aStolk, Lisette1 aPerry, John, R B1 aChasman, Daniel, I1 aHe, Chunyan1 aMangino, Massimo1 aSulem, Patrick1 aBarbalic, Maja1 aBroer, Linda1 aByrne, Enda, M1 aErnst, Florian1 aEsko, Tõnu1 aFranceschini, Nora1 aGudbjartsson, Daniel, F1 aHottenga, Jouke-Jan1 aKraft, Peter1 aMcArdle, Patrick, F1 aPorcu, Eleonora1 aShin, So-Youn1 aSmith, Albert, V1 avan Wingerden, Sophie1 aZhai, Guangju1 aZhuang, Wei, V1 aAlbrecht, Eva1 aAlizadeh, Behrooz, Z1 aAspelund, Thor1 aBandinelli, Stefania1 aLauc, Lovorka, Barac1 aBeckmann, Jacques, S1 aBoban, Mladen1 aBoerwinkle, Eric1 aBroekmans, Frank, J1 aBurri, Andrea1 aCampbell, Harry1 aChanock, Stephen, J1 aChen, Constance1 aCornelis, Marilyn, C1 aCorre, Tanguy1 aCoviello, Andrea, D1 aD'Adamo, Pio1 aDavies, Gail1 ade Faire, Ulf1 aGeus, Eco, J C1 aDeary, Ian, J1 aDedoussis, George, V Z1 aDeloukas, Panagiotis1 aEbrahim, Shah1 aEiriksdottir, Gudny1 aEmilsson, Valur1 aEriksson, Johan, G1 aFauser, Bart, C J M1 aFerreli, Liana1 aFerrucci, Luigi1 aFischer, Krista1 aFolsom, Aaron, R1 aGarcia, Melissa, E1 aGasparini, Paolo1 aGieger, Christian1 aGlazer, Nicole1 aGrobbee, Diederick, E1 aHall, Per1 aHaller, Toomas1 aHankinson, Susan, E1 aHass, Merli1 aHayward, Caroline1 aHeath, Andrew, C1 aHofman, Albert1 aIngelsson, Erik1 aJanssens, Cecile, J W1 aJohnson, Andrew, D1 aKarasik, David1 aKardia, Sharon, L R1 aKeyzer, Jules1 aKiel, Douglas, P1 aKolcic, Ivana1 aKutalik, Zoltán1 aLahti, Jari1 aLai, Sandra1 aLaisk, Triin1 aLaven, Joop, S E1 aLawlor, Debbie, A1 aLiu, Jianjun1 aLopez, Lorna, M1 aLouwers, Yvonne, V1 aMagnusson, Patrik, K E1 aMarongiu, Mara1 aMartin, Nicholas, G1 aKlaric, Irena, Martinovic1 aMasciullo, Corrado1 aMcKnight, Barbara1 aMedland, Sarah, E1 aMelzer, David1 aMooser, Vincent1 aNavarro, Pau1 aNewman, Anne, B1 aNyholt, Dale, R1 aOnland-Moret, Charlotte, N1 aPalotie, Aarno1 aParé, Guillaume1 aParker, Alex, N1 aPedersen, Nancy, L1 aPeeters, Petra, H M1 aPistis, Giorgio1 aPlump, Andrew, S1 aPolasek, Ozren1 aPop, Victor, J M1 aPsaty, Bruce, M1 aRäikkönen, Katri1 aRehnberg, Emil1 aRotter, Jerome, I1 aRudan, Igor1 aSala, Cinzia1 aSalumets, Andres1 aScuteri, Angelo1 aSingleton, Andrew1 aSmith, Jennifer, A1 aSnieder, Harold1 aSoranzo, Nicole1 aStacey, Simon, N1 aStarr, John, M1 aStathopoulou, Maria, G1 aStirrups, Kathleen1 aStolk, Ronald, P1 aStyrkarsdottir, Unnur1 aSun, Yan, V1 aTenesa, Albert1 aThorand, Barbara1 aToniolo, Daniela1 aTryggvadottir, Laufey1 aTsui, Kim1 aUlivi, Sheila1 avan Dam, Rob, M1 aSchouw, Yvonne, T1 avan Gils, Carla, H1 avan Nierop, Peter1 aVink, Jacqueline, M1 aVisscher, Peter, M1 aVoorhuis, Marlies1 aWaeber, Gérard1 aWallaschofski, Henri1 aWichmann, Erich, H1 aWiden, Elisabeth1 avan Gent, Colette, J M Wijnan1 aWillemsen, Gonneke1 aWilson, James, F1 aWolffenbuttel, Bruce, H R1 aWright, Alan, F1 aYerges-Armstrong, Laura, M1 aZemunik, Tatijana1 aZgaga, Lina1 aZillikens, Carola, M1 aZygmunt, Marek1 aArnold, Alice, M1 aBoomsma, Dorret, I1 aBuring, Julie, E1 aCrisponi, Laura1 aDemerath, Ellen, W1 aGudnason, Vilmundur1 aHarris, Tamara, B1 aHu, Frank, B1 aHunter, David, J1 aLauner, Lenore, J1 aMetspalu, Andres1 aMontgomery, Grant, W1 aOostra, Ben, A1 aRidker, Paul, M1 aSanna, Serena1 aSchlessinger, David1 aSpector, Tim, D1 aStefansson, Kari1 aStreeten, Elizabeth, A1 aThorsteinsdottir, Unnur1 aUda, Manuela1 aUitterlinden, André, G1 aDuijn, Cornelia, M1 aVölzke, Henry1 aMurray, Anna1 aMurabito, Joanne, M1 aVisser, Jenny, A1 aLunetta, Kathryn, L1 aLifeLines Cohort Study uhttps://chs-nhlbi.org/node/136003238nas a2200433 4500008004100000022001400041245012200055210006900177260001600246520194400262100001802206700002202224700002502246700001902271700001902290700001702309700002102326700002202347700002002369700002002389700002002409700002402429700002202453700002502475700001902500700002302519700002502542700002202567700001602589700002402605700001802629700002302647700002002670700002302690700001602713700002302729700001602752856003602768 2017 eng d a1534-779600aBivariate Genome-Wide Association Study of Depressive Symptoms with Type 2 Diabetes and Quantitative Glycemic Traits.0 aBivariate GenomeWide Association Study of Depressive Symptoms wi c2017 Dec 273 aOBJECTIVE: Shared genetic background may explain phenotypic associations between depression and Type-2-Diabetes (T2D). We aimed to study, on a genome-wide level, if genetic correlation and pleiotropic loci exist between depressive symptoms and T2D or glycemic traits.
METHODS: We estimated SNP-based heritability and analyzed genetic correlation between depressive symptoms and T2D and glycemic traits with the LD Score Regression (LDSC) by combining summary statistics of previously conducted meta-analyses for depressive symptoms by CHARGE consortium (N = 51,258), T2D by Diagram consortium (N = 34,840 patients and 114,981 controls), fasting glucose, fasting insulin, HOMA-β, and HOMA-IR by MAGIC consortium (N = 58,074). Finally, we investigated pleiotropic loci using a bivariate GWAS approach with summary statistics from GWAS meta-analyses and reported loci with genome-wide significant bivariate association p-value (p < 5x10). Biological annotation and function of significant pleiotropic SNPs were assessed in several databases.
RESULTS: The SNP-based heritability ranged from 0.04 to 0.10 in each individual trait. In the LDSC analyses, depressive symptoms showed no significant genetic correlation with T2D or glycemic traits (p > 0.37). Yet, we identified pleiotropic genetic variations for depressive symptoms and T2D (in the IGF2BP2, CDKAL1, CDKN2B-AS, and PLEKHA1 genes), and fasting glucose (in the MADD, CDKN2B-AS, PEX16, and MTNR1B genes).
CONCLUSIONS: We found no significant overall genetic correlations between depressive symptoms, T2D or glycemic traits suggesting major differences in underlying biology of these traits. Yet, several potential pleiotropic loci were identified between depressive symptoms, T2D and fasting glucose suggesting that previously established phenotypic associations may be partly explained by genetic variation in these specific loci.
1 aHaljas, Kadri1 aAmare, Azmeraw, T1 aAlizadeh, Behrooz, Z1 aHsu, Yi-Hsiang1 aMosley, Thomas1 aNewman, Anne1 aMurabito, Joanne1 aTiemeier, Henning1 aTanaka, Toshiko1 aDuijn, Cornelia1 aDing, Jingzhong1 aLlewellyn, David, J1 aBennett, David, A1 aTerracciano, Antonio1 aLauner, Lenore1 aLadwig, Karl-Heinz1 aCornelis, Marylin, C1 aTeumer, Alexander1 aGrabe, Hans1 aKardia, Sharon, L R1 aWare, Erin, B1 aSmith, Jennifer, A1 aSnieder, Harold1 aEriksson, Johan, G1 aGroop, Leif1 aRäikkönen, Katri1 aLahti, Jari uhttps://chs-nhlbi.org/node/756511080nas a2202833 4500008004100000022001400041245017500055210006900230260001300299300001300312490000700325520325900332653003003591653002203621653003403643653002603677653001103703653001403714653000903728100002103737700001703758700001803775700002503793700002503818700001903843700001203862700001303874700001703887700001903904700001903923700001803942700001303960700001503973700002203988700002404010700002204034700001704056700002504073700002004098700001804118700001904136700002104155700001404176700002304190700001604213700002404229700001204253700002104265700002204286700002004308700002204328700002104350700002104371700001804392700001804410700002004428700001804448700001904466700001704485700001904502700001904521700002004540700001804560700001404578700002104592700002304613700001804636700002704654700003504681700001704716700001604733700001804749700001504767700003004782700001804812700001704830700002004847700002604867700002204893700001604915700002504931700002204956700002304978700002205001700002405023700002005047700002105067700002205088700001905110700002005129700002205149700002205171700002105193700002005214700002605234700002205260700002405282700001505306700001905321700001805340700002205358700002205380700001905402700002205421700001805443700001705461700001805478700002005496700001705516700001705533700002205550700001805572700002305590700002205613700001805635700001905653700001905672700002105691700002205712700003005734700002205764700002005786700002105806700001905827700002105846700002005867700002805887700002305915700002105938700002305959700001905982700001906001700001606020700002106036700002206057700002006079700002406099700002406123700001506147700001906162700002406181700002006205700001806225700002106243700001806264700002506282700002306307700001906330700002406349700002006373700002006393700001806413700001606431700001906447700001806466700002106484700002306505700002706528700002206555700001806577700001406595700002206609700002106631700002306652700002506675700002206700700002306722700002206745700002206767700002006789700002106809700001906830700002006849700002206869700002006891700002506911700002206936700001606958700002006974700002206994700002207016700002007038700002007058700001907078700001707097700001907114700002207133700001907155700001507174700002207189700001907211700001207230700001707242700002007259700002707279700002007306700002207326700002907348700001607377700002307393700002107416700002007437700002007457700002807477700001807505700002107523700001807544700002307562700002107585700002007606700002407626700002107650700002307671700002007694700002107714700002107735700003007756700002007786700001807806700001907824700002307843700002007866700001707886700002207903700002007925700001907945700001907964700002207983700001808005700002208023700002208045700002408067700001908091700002008110710002408130710002908154710002708183856003608210 2017 eng d a1549-167600aImpact of common genetic determinants of Hemoglobin A1c on type 2 diabetes risk and diagnosis in ancestrally diverse populations: A transethnic genome-wide meta-analysis.0 aImpact of common genetic determinants of Hemoglobin A1c on type c2017 Sep ae10023830 v143 aBACKGROUND: Glycated hemoglobin (HbA1c) is used to diagnose type 2 diabetes (T2D) and assess glycemic control in patients with diabetes. Previous genome-wide association studies (GWAS) have identified 18 HbA1c-associated genetic variants. These variants proved to be classifiable by their likely biological action as erythrocytic (also associated with erythrocyte traits) or glycemic (associated with other glucose-related traits). In this study, we tested the hypotheses that, in a very large scale GWAS, we would identify more genetic variants associated with HbA1c and that HbA1c variants implicated in erythrocytic biology would affect the diagnostic accuracy of HbA1c. We therefore expanded the number of HbA1c-associated loci and tested the effect of genetic risk-scores comprised of erythrocytic or glycemic variants on incident diabetes prediction and on prevalent diabetes screening performance. Throughout this multiancestry study, we kept a focus on interancestry differences in HbA1c genetics performance that might influence race-ancestry differences in health outcomes.
METHODS & FINDINGS: Using genome-wide association meta-analyses in up to 159,940 individuals from 82 cohorts of European, African, East Asian, and South Asian ancestry, we identified 60 common genetic variants associated with HbA1c. We classified variants as implicated in glycemic, erythrocytic, or unclassified biology and tested whether additive genetic scores of erythrocytic variants (GS-E) or glycemic variants (GS-G) were associated with higher T2D incidence in multiethnic longitudinal cohorts (N = 33,241). Nineteen glycemic and 22 erythrocytic variants were associated with HbA1c at genome-wide significance. GS-G was associated with higher T2D risk (incidence OR = 1.05, 95% CI 1.04-1.06, per HbA1c-raising allele, p = 3 × 10-29); whereas GS-E was not (OR = 1.00, 95% CI 0.99-1.01, p = 0.60). In Europeans and Asians, erythrocytic variants in aggregate had only modest effects on the diagnostic accuracy of HbA1c. Yet, in African Americans, the X-linked G6PD G202A variant (T-allele frequency 11%) was associated with an absolute decrease in HbA1c of 0.81%-units (95% CI 0.66-0.96) per allele in hemizygous men, and 0.68%-units (95% CI 0.38-0.97) in homozygous women. The G6PD variant may cause approximately 2% (N = 0.65 million, 95% CI 0.55-0.74) of African American adults with T2D to remain undiagnosed when screened with HbA1c. Limitations include the smaller sample sizes for non-European ancestries and the inability to classify approximately one-third of the variants. Further studies in large multiethnic cohorts with HbA1c, glycemic, and erythrocytic traits are required to better determine the biological action of the unclassified variants.
CONCLUSIONS: As G6PD deficiency can be clinically silent until illness strikes, we recommend investigation of the possible benefits of screening for the G6PD genotype along with using HbA1c to diagnose T2D in populations of African ancestry or groups where G6PD deficiency is common. Screening with direct glucose measurements, or genetically-informed HbA1c diagnostic thresholds in people with G6PD deficiency, may be required to avoid missed or delayed diagnoses.
10aDiabetes Mellitus, Type 210aGenetic Variation10aGenome-Wide Association Study10aGlycated Hemoglobin A10aHumans10aPhenotype10aRisk1 aWheeler, Eleanor1 aLeong, Aaron1 aLiu, Ching-Ti1 aHivert, Marie-France1 aStrawbridge, Rona, J1 aPodmore, Clara1 aLi, Man1 aYao, Jie1 aSim, Xueling1 aHong, Jaeyoung1 aChu, Audrey, Y1 aZhang, Weihua1 aWang, Xu1 aChen, Peng1 aMaruthur, Nisa, M1 aPorneala, Bianca, C1 aSharp, Stephen, J1 aJia, Yucheng1 aKabagambe, Edmond, K1 aChang, Li-Ching1 aChen, Wei-Min1 aElks, Cathy, E1 aEvans, Daniel, S1 aFan, Qiao1 aGiulianini, Franco1 aGo, Min Jin1 aHottenga, Jouke-Jan1 aHu, Yao1 aJackson, Anne, U1 aKanoni, Stavroula1 aKim, Young, Jin1 aKleber, Marcus, E1 aLadenvall, Claes1 aLecoeur, Cécile1 aLim, Sing-Hui1 aLu, Yingchang1 aMahajan, Anubha1 aMarzi, Carola1 aNalls, Mike, A1 aNavarro, Pau1 aNolte, Ilja, M1 aRose, Lynda, M1 aRybin, Denis, V1 aSanna, Serena1 aShi, Yuan1 aStram, Daniel, O1 aTakeuchi, Fumihiko1 aTan, Shu, Pei1 avan der Most, Peter, J1 avan Vliet-Ostaptchouk, Jana, V1 aWong, Andrew1 aYengo, Loic1 aZhao, Wanting1 aGoel, Anuj1 aLarrad, Maria, Teresa Mar1 aRadke, Dörte1 aSalo, Perttu1 aTanaka, Toshiko1 avan Iperen, Erik, P A1 aAbecasis, Goncalo1 aAfaq, Saima1 aAlizadeh, Behrooz, Z1 aBertoni, Alain, G1 aBonnefond, Amélie1 aBöttcher, Yvonne1 aBottinger, Erwin, P1 aCampbell, Harry1 aCarlson, Olga, D1 aChen, Chien-Hsiun1 aCho, Yoon Shin1 aGarvey, Timothy1 aGieger, Christian1 aGoodarzi, Mark, O1 aGrallert, Harald1 aHamsten, Anders1 aHartman, Catharina, A1 aHerder, Christian1 aHsiung, Chao, Agnes1 aHuang, Jie1 aIgase, Michiya1 aIsono, Masato1 aKatsuya, Tomohiro1 aKhor, Chiea-Chuen1 aKiess, Wieland1 aKohara, Katsuhiko1 aKovacs, Peter1 aLee, Juyoung1 aLee, Wen-Jane1 aLehne, Benjamin1 aLi, Huaixing1 aLiu, Jianjun1 aLobbens, Stephane1 aLuan, Jian'an1 aLyssenko, Valeriya1 aMeitinger, Thomas1 aMiki, Tetsuro1 aMiljkovic, Iva1 aMoon, Sanghoon1 aMulas, Antonella1 aMüller, Gabriele1 aMüller-Nurasyid, Martina1 aNagaraja, Ramaiah1 aNauck, Matthias1 aPankow, James, S1 aPolasek, Ozren1 aProkopenko, Inga1 aRamos, Paula, S1 aRasmussen-Torvik, Laura1 aRathmann, Wolfgang1 aRich, Stephen, S1 aRobertson, Neil, R1 aRoden, Michael1 aRoussel, Ronan1 aRudan, Igor1 aScott, Robert, A1 aScott, William, R1 aSennblad, Bengt1 aSiscovick, David, S1 aStrauch, Konstantin1 aSun, Liang1 aSwertz, Morris1 aTajuddin, Salman, M1 aTaylor, Kent, D1 aTeo, Yik-Ying1 aTham, Yih, Chung1 aTönjes, Anke1 aWareham, Nicholas, J1 aWillemsen, Gonneke1 aWilsgaard, Tom1 aHingorani, Aroon, D1 aEgan, Josephine1 aFerrucci, Luigi1 aHovingh, Kees1 aJula, Antti1 aKivimaki, Mika1 aKumari, Meena1 aNjølstad, Inger1 aPalmer, Colin, N A1 aRíos, Manuel, Serrano1 aStumvoll, Michael1 aWatkins, Hugh1 aAung, Tin1 aBlüher, Matthias1 aBoehnke, Michael1 aBoomsma, Dorret, I1 aBornstein, Stefan, R1 aChambers, John, C1 aChasman, Daniel, I1 aChen, Yii-Der Ida1 aChen, Yduan-Tsong1 aCheng, Ching-Yu1 aCucca, Francesco1 aGeus, Eco, J C1 aDeloukas, Panos1 aEvans, Michele, K1 aFornage, Myriam1 aFriedlander, Yechiel1 aFroguel, Philippe1 aGroop, Leif1 aGross, Myron, D1 aHarris, Tamara, B1 aHayward, Caroline1 aHeng, Chew-Kiat1 aIngelsson, Erik1 aKato, Norihiro1 aKim, Bong-Jo1 aKoh, Woon-Puay1 aKooner, Jaspal, S1 aKörner, Antje1 aKuh, Diana1 aKuusisto, Johanna1 aLaakso, Markku1 aLin, Xu1 aLiu, Yongmei1 aLoos, Ruth, J F1 aMagnusson, Patrik, K E1 aMärz, Winfried1 aMcCarthy, Mark, I1 aOldehinkel, Albertine, J1 aOng, Ken, K1 aPedersen, Nancy, L1 aPereira, Mark, A1 aPeters, Annette1 aRidker, Paul, M1 aSabanayagam, Charumathi1 aSale, Michele1 aSaleheen, Danish1 aSaltevo, Juha1 aSchwarz, Peter, Eh1 aSheu, Wayne, H H1 aSnieder, Harold1 aSpector, Timothy, D1 aTabara, Yasuharu1 aTuomilehto, Jaakko1 avan Dam, Rob, M1 aWilson, James, G1 aWilson, James, F1 aWolffenbuttel, Bruce, H R1 aWong, Tien, Yin1 aWu, Jer-Yuarn1 aYuan, Jian-Min1 aZonderman, Alan, B1 aSoranzo, Nicole1 aGuo, Xiuqing1 aRoberts, David, J1 aFlorez, Jose, C1 aSladek, Robert1 aDupuis, Josée1 aMorris, Andrew, P1 aTai, E-Shyong1 aSelvin, Elizabeth1 aRotter, Jerome, I1 aLangenberg, Claudia1 aBarroso, Inês1 aMeigs, James, B1 aEPIC-CVD Consortium1 aEPIC-InterAct Consortium1 aLifeLines Cohort Study uhttps://chs-nhlbi.org/node/759611426nas a2203589 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2018 eng d a1537-660500aGenome Analyses of >200,000 Individuals Identify 58 Loci for Chronic Inflammation and Highlight Pathways that Link Inflammation and Complex Disorders.0 aGenome Analyses of 200000 Individuals Identify 58 Loci for Chron c2018 Nov 01 a691-7060 v1033 aC-reactive protein (CRP) is a sensitive biomarker of chronic low-grade inflammation and is associated with multiple complex diseases. The genetic determinants of chronic inflammation remain largely unknown, and the causal role of CRP in several clinical outcomes is debated. We performed two genome-wide association studies (GWASs), on HapMap and 1000 Genomes imputed data, of circulating amounts of CRP by using data from 88 studies comprising 204,402 European individuals. Additionally, we performed in silico functional analyses and Mendelian randomization analyses with several clinical outcomes. The GWAS meta-analyses of CRP revealed 58 distinct genetic loci (p < 5 × 10). After adjustment for body mass index in the regression analysis, the associations at all except three loci remained. The lead variants at the distinct loci explained up to 7.0% of the variance in circulating amounts of CRP. We identified 66 gene sets that were organized in two substantially correlated clusters, one mainly composed of immune pathways and the other characterized by metabolic pathways in the liver. Mendelian randomization analyses revealed a causal protective effect of CRP on schizophrenia and a risk-increasing effect on bipolar disorder. Our findings provide further insights into the biology of inflammation and could lead to interventions for treating inflammation and its clinical consequences.
1 aLigthart, Symen1 aVaez, Ahmad1 aVõsa, Urmo1 aStathopoulou, Maria, G1 ade Vries, Paul, S1 aPrins, Bram, P1 avan der Most, Peter, J1 aTanaka, Toshiko1 aNaderi, Elnaz1 aRose, Lynda, M1 aWu, Ying1 aKarlsson, Robert1 aBarbalic, Maja1 aLin, Honghuang1 aPool, Rene1 aZhu, Gu1 aMace, Aurelien1 aSidore, Carlo1 aTrompet, Stella1 aMangino, Massimo1 aSabater-Lleal, Maria1 aKemp, John, P1 aAbbasi, Ali1 aKacprowski, Tim1 aVerweij, Niek1 aSmith, Albert, V1 aHuang, Tao1 aMarzi, Carola1 aFeitosa, Mary, F1 aLohman, Kurt, K1 aKleber, Marcus, E1 aMilaneschi, Yuri1 aMueller, Christian1 aHuq, Mahmudul1 aVlachopoulou, Efthymia1 aLyytikäinen, Leo-Pekka1 aOldmeadow, Christopher1 aDeelen, Joris1 aPerola, Markus1 aZhao, Jing Hua1 aFeenstra, Bjarke1 aAmini, Marzyeh1 aLahti, Jari1 aSchraut, Katharina, E1 aFornage, Myriam1 aSuktitipat, Bhoom1 aChen, Wei-Min1 aLi, Xiaohui1 aNutile, Teresa1 aMalerba, Giovanni1 aLuan, Jian'an1 aBak, Tom1 aSchork, Nicholas1 aM, Fabiola, del Greco1 aThiering, Elisabeth1 aMahajan, Anubha1 aMarioni, Riccardo, E1 aMihailov, Evelin1 aEriksson, Joel1 aOzel, Ayse, Bilge1 aZhang, Weihua1 aNethander, Maria1 aCheng, Yu-Ching1 aAslibekyan, Stella1 aAng, Wei1 aGandin, Ilaria1 aYengo, Loic1 aPortas, Laura1 aKooperberg, Charles1 aHofer, Edith1 aRajan, Kumar, B1 aSchurmann, Claudia1 aHollander, Wouter, den1 aAhluwalia, Tarunveer, S1 aZhao, Jing1 aDraisma, Harmen, H M1 aFord, Ian1 aTimpson, Nicholas1 aTeumer, Alexander1 aHuang, Hongyan1 aWahl, Simone1 aLiu, Yongmei1 aHuang, Jie1 aUh, Hae-Won1 aGeller, Frank1 aJoshi, Peter, K1 aYanek, Lisa, R1 aTrabetti, Elisabetta1 aLehne, Benjamin1 aVozzi, Diego1 aVerbanck, Marie1 aBiino, Ginevra1 aSaba, Yasaman1 aMeulenbelt, Ingrid1 aO'Connell, Jeff, R1 aLaakso, Markku1 aGiulianini, Franco1 aMagnusson, Patrik, K E1 aBallantyne, Christie, M1 aHottenga, Jouke Jan1 aMontgomery, Grant, W1 aRivadineira, Fernando1 aRueedi, Rico1 aSteri, Maristella1 aHerzig, Karl-Heinz1 aStott, David, J1 aMenni, Cristina1 aFrånberg, Mattias1 aSt Pourcain, Beate1 aFelix, Stephan, B1 aPers, Tune, H1 aBakker, Stephan, J L1 aKraft, Peter1 aPeters, Annette1 aVaidya, Dhananjay1 aDelgado, Graciela1 aSmit, Johannes, H1 aGroßmann, Vera1 aSinisalo, Juha1 aSeppälä, Ilkka1 aWilliams, Stephen, R1 aHolliday, Elizabeth, G1 aMoed, Matthijs1 aLangenberg, Claudia1 aRäikkönen, Katri1 aDing, Jingzhong1 aCampbell, Harry1 aSale, Michèle, M1 aChen, Yii-der, I1 aJames, Alan, L1 aRuggiero, Daniela1 aSoranzo, Nicole1 aHartman, Catharina, A1 aSmith, Erin, N1 aBerenson, Gerald, S1 aFuchsberger, Christian1 aHernandez, Dena1 aTiesler, Carla, M T1 aGiedraitis, Vilmantas1 aLiewald, David1 aFischer, Krista1 aMellström, Dan1 aLarsson, Anders1 aWang, Yunmei1 aScott, William, R1 aLorentzon, Matthias1 aBeilby, John1 aRyan, Kathleen, A1 aPennell, Craig, E1 aVuckovic, Dragana1 aBalkau, Beverly1 aConcas, Maria, Pina1 aSchmidt, Reinhold1 ade Leon, Carlos, F Mendes1 aBottinger, Erwin, P1 aKloppenburg, Margreet1 aPaternoster, Lavinia1 aBoehnke, Michael1 aMusk, A, W1 aWillemsen, Gonneke1 aEvans, David, M1 aMadden, Pamela, A F1 aKähönen, Mika1 aKutalik, Zoltán1 aZoledziewska, Magdalena1 aKarhunen, Ville1 aKritchevsky, Stephen, B1 aSattar, Naveed1 aLachance, Genevieve1 aClarke, Robert1 aHarris, Tamara, B1 aRaitakari, Olli, T1 aAttia, John, R1 avan Heemst, Diana1 aKajantie, Eero1 aSorice, Rossella1 aGambaro, Giovanni1 aScott, Robert, A1 aHicks, Andrew, A1 aFerrucci, Luigi1 aStandl, Marie1 aLindgren, Cecilia, M1 aStarr, John, M1 aKarlsson, Magnus1 aLind, Lars1 aLi, Jun, Z1 aChambers, John, C1 aMori, Trevor, A1 ade Geus, Eco, J C N1 aHeath, Andrew, C1 aMartin, Nicholas, G1 aAuvinen, Juha1 aBuckley, Brendan, M1 ade Craen, Anton, J M1 aWaldenberger, Melanie1 aStrauch, Konstantin1 aMeitinger, Thomas1 aScott, Rodney, J1 aMcEvoy, Mark1 aBeekman, Marian1 aBombieri, Cristina1 aRidker, Paul, M1 aMohlke, Karen, L1 aPedersen, Nancy, L1 aMorrison, Alanna, C1 aBoomsma, Dorret, I1 aWhitfield, John, B1 aStrachan, David, P1 aHofman, Albert1 aVollenweider, Peter1 aCucca, Francesco1 aJarvelin, Marjo-Riitta1 aJukema, Wouter1 aSpector, Tim, D1 aHamsten, Anders1 aZeller, Tanja1 aUitterlinden, André, G1 aNauck, Matthias1 aGudnason, Vilmundur1 aQi, Lu1 aGrallert, Harald1 aBorecki, Ingrid, B1 aRotter, Jerome, I1 aMärz, Winfried1 aWild, Philipp, S1 aLokki, Marja-Liisa1 aBoyle, Michael1 aSalomaa, Veikko1 aMelbye, Mads1 aEriksson, Johan, G1 aWilson, James, F1 aPenninx, Brenda, W J H1 aBecker, Diane, M1 aWorrall, Bradford, B1 aGibson, Greg1 aKrauss, Ronald, M1 aCiullo, Marina1 aZaza, Gianluigi1 aWareham, Nicholas, J1 aOldehinkel, Albertine, J1 aPalmer, Lyle, J1 aMurray, Sarah, S1 aPramstaller, Peter, P1 aBandinelli, Stefania1 aHeinrich, Joachim1 aIngelsson, Erik1 aDeary, Ian, J1 aMägi, Reedik1 aVandenput, Liesbeth1 aHarst, Pim1 aDesch, Karl, C1 aKooner, Jaspal, S1 aOhlsson, Claes1 aHayward, Caroline1 aLehtimäki, Terho1 aShuldiner, Alan, R1 aArnett, Donna, K1 aBeilin, Lawrence, J1 aRobino, Antonietta1 aFroguel, Philippe1 aPirastu, Mario1 aJess, Tine1 aKoenig, Wolfgang1 aLoos, Ruth, J F1 aEvans, Denis, A1 aSchmidt, Helena1 aSmith, George Davey1 aSlagboom, Eline1 aEiriksdottir, Gudny1 aMorris, Andrew, P1 aPsaty, Bruce, M1 aTracy, Russell, P1 aNolte, Ilja, M1 aBoerwinkle, Eric1 aVisvikis-Siest, Sophie1 aReiner, Alex, P1 aGross, Myron1 aBis, Joshua, C1 aFranke, Lude1 aFranco, Oscar, H1 aBenjamin, Emelia, J1 aChasman, Daniel, I1 aDupuis, Josée1 aSnieder, Harold1 aDehghan, Abbas1 aAlizadeh, Behrooz, Z1 aLifeLines Cohort Study1 aCHARGE Inflammation Working Group uhttps://chs-nhlbi.org/node/792011212nas a2203445 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2021 eng d a1476-468700aGenetic insights into biological mechanisms governing human ovarian ageing.0 aGenetic insights into biological mechanisms governing human ovar c2021 Aug a393-3970 v5963 aReproductive longevity is essential for fertility and influences healthy ageing in women, but insights into its underlying biological mechanisms and treatments to preserve it are limited. Here we identify 290 genetic determinants of ovarian ageing, assessed using normal variation in age at natural menopause (ANM) in about 200,000 women of European ancestry. These common alleles were associated with clinical extremes of ANM; women in the top 1% of genetic susceptibility have an equivalent risk of premature ovarian insufficiency to those carrying monogenic FMR1 premutations. The identified loci implicate a broad range of DNA damage response (DDR) processes and include loss-of-function variants in key DDR-associated genes. Integration with experimental models demonstrates that these DDR processes act across the life-course to shape the ovarian reserve and its rate of depletion. Furthermore, we demonstrate that experimental manipulation of DDR pathways highlighted by human genetics increases fertility and extends reproductive life in mice. Causal inference analyses using the identified genetic variants indicate that extending reproductive life in women improves bone health and reduces risk of type 2 diabetes, but increases the risk of hormone-sensitive cancers. These findings provide insight into the mechanisms that govern ovarian ageing, when they act, and how they might be targeted by therapeutic approaches to extend fertility and prevent disease.
1 aRuth, Katherine, S1 aDay, Felix, R1 aHussain, Jazib1 aMartínez-Marchal, Ana1 aAiken, Catherine, E1 aAzad, Ajuna1 aThompson, Deborah, J1 aKnoblochova, Lucie1 aAbe, Hironori1 aTarry-Adkins, Jane, L1 aGonzalez, Javier, Martin1 aFontanillas, Pierre1 aClaringbould, Annique1 aBakker, Olivier, B1 aSulem, Patrick1 aWalters, Robin, G1 aTerao, Chikashi1 aTuron, Sandra1 aHorikoshi, Momoko1 aLin, Kuang1 aOnland-Moret, Charlotte, N1 aSankar, Aditya1 aHertz, Emil, Peter Thra1 aTimshel, Pascal, N1 aShukla, Vallari1 aBorup, Rehannah1 aOlsen, Kristina, W1 aAguilera, Paula1 aFerrer-Roda, Mònica1 aHuang, Yan1 aStankovic, Stasa1 aTimmers, Paul, R H J1 aAhearn, Thomas, U1 aAlizadeh, Behrooz, Z1 aNaderi, Elnaz1 aAndrulis, Irene, L1 aArnold, Alice, M1 aAronson, Kristan, J1 aAugustinsson, Annelie1 aBandinelli, Stefania1 aBarbieri, Caterina, M1 aBeaumont, Robin, N1 aBecher, Heiko1 aBeckmann, Matthias, W1 aBenonisdottir, Stefania1 aBergmann, Sven1 aBochud, Murielle1 aBoerwinkle, Eric1 aBojesen, Stig, E1 aBolla, Manjeet, K1 aBoomsma, Dorret, I1 aBowker, Nicholas1 aBrody, Jennifer, A1 aBroer, Linda1 aBuring, Julie, E1 aCampbell, Archie1 aCampbell, Harry1 aCastelao, Jose, E1 aCatamo, Eulalia1 aChanock, Stephen, J1 aChenevix-Trench, Georgia1 aCiullo, Marina1 aCorre, Tanguy1 aCouch, Fergus, J1 aCox, Angela1 aCrisponi, Laura1 aCross, Simon, S1 aCucca, Francesco1 aCzene, Kamila1 aSmith, George Davey1 ade Geus, Eco, J C N1 ade Mutsert, Renée1 aDe Vivo, Immaculata1 aDemerath, Ellen, W1 aDennis, Joe1 aDunning, Alison, M1 aDwek, Miriam1 aEriksson, Mikael1 aEsko, Tõnu1 aFasching, Peter, A1 aFaul, Jessica, D1 aFerrucci, Luigi1 aFranceschini, Nora1 aFrayling, Timothy, M1 aGago-Dominguez, Manuela1 aMezzavilla, Massimo1 aGarcía-Closas, Montserrat1 aGieger, Christian1 aGiles, Graham, G1 aGrallert, Harald1 aGudbjartsson, Daniel, F1 aGudnason, Vilmundur1 aGuénel, Pascal1 aHaiman, Christopher, A1 aHåkansson, Niclas1 aHall, Per1 aHayward, Caroline1 aHe, Chunyan1 aHe, Wei1 aHeiss, Gerardo1 aHøffding, Miya, K1 aHopper, John, L1 aHottenga, Jouke, J1 aHu, Frank1 aHunter, David1 aIkram, Mohammad, A1 aJackson, Rebecca, D1 aJoaquim, Micaella, D R1 aJohn, Esther, M1 aJoshi, Peter, K1 aKarasik, David1 aKardia, Sharon, L R1 aKartsonaki, Christiana1 aKarlsson, Robert1 aKitahara, Cari, M1 aKolcic, Ivana1 aKooperberg, Charles1 aKraft, Peter1 aKurian, Allison, W1 aKutalik, Zoltán1 aLa Bianca, Martina1 aLachance, Genevieve1 aLangenberg, Claudia1 aLauner, Lenore, J1 aLaven, Joop, S E1 aLawlor, Deborah, A1 aLe Marchand, Loïc1 aLi, Jingmei1 aLindblom, Annika1 aLindström, Sara1 aLindstrom, Tricia1 aLinet, Martha1 aLiu, Yongmei1 aLiu, Simin1 aLuan, Jian'an1 aMägi, Reedik1 aMagnusson, Patrik, K E1 aMangino, Massimo1 aMannermaa, Arto1 aMarco, Brumat1 aMarten, Jonathan1 aMartin, Nicholas, G1 aMbarek, Hamdi1 aMcKnight, Barbara1 aMedland, Sarah, E1 aMeisinger, Christa1 aMeitinger, Thomas1 aMenni, Cristina1 aMetspalu, Andres1 aMilani, Lili1 aMilne, Roger, L1 aMontgomery, Grant, W1 aMook-Kanamori, Dennis, O1 aMulas, Antonella1 aMulligan, Anna, M1 aMurray, Alison1 aNalls, Mike, A1 aNewman, Anne1 aNoordam, Raymond1 aNutile, Teresa1 aNyholt, Dale, R1 aOlshan, Andrew, F1 aOlsson, Håkan1 aPainter, Jodie, N1 aPatel, Alpa, V1 aPedersen, Nancy, L1 aPerjakova, Natalia1 aPeters, Annette1 aPeters, Ulrike1 aPharoah, Paul, D P1 aPolasek, Ozren1 aPorcu, Eleonora1 aPsaty, Bruce, M1 aRahman, Iffat1 aRennert, Gad1 aRennert, Hedy, S1 aRidker, Paul, M1 aRing, Susan, M1 aRobino, Antonietta1 aRose, Lynda, M1 aRosendaal, Frits, R1 aRossouw, Jacques1 aRudan, Igor1 aRueedi, Rico1 aRuggiero, Daniela1 aSala, Cinzia, F1 aSaloustros, Emmanouil1 aSandler, Dale, P1 aSanna, Serena1 aSawyer, Elinor, J1 aSarnowski, Chloe1 aSchlessinger, David1 aSchmidt, Marjanka, K1 aSchoemaker, Minouk, J1 aSchraut, Katharina, E1 aScott, Christopher1 aShekari, Saleh1 aShrikhande, Amruta1 aSmith, Albert, V1 aSmith, Blair, H1 aSmith, Jennifer, A1 aSorice, Rossella1 aSouthey, Melissa, C1 aSpector, Tim, D1 aSpinelli, John, J1 aStampfer, Meir1 aStöckl, Doris1 avan Meurs, Joyce, B J1 aStrauch, Konstantin1 aStyrkarsdottir, Unnur1 aSwerdlow, Anthony, J1 aTanaka, Toshiko1 aTeras, Lauren, R1 aTeumer, Alexander1 aÞorsteinsdottir, Unnur1 aTimpson, Nicholas, J1 aToniolo, Daniela1 aTraglia, Michela1 aTroester, Melissa, A1 aTruong, Thérèse1 aTyrrell, Jessica1 aUitterlinden, André, G1 aUlivi, Sheila1 aVachon, Celine, M1 aVitart, Veronique1 aVölker, Uwe1 aVollenweider, Peter1 aVölzke, Henry1 aWang, Qin1 aWareham, Nicholas, J1 aWeinberg, Clarice, R1 aWeir, David, R1 aWilcox, Amber, N1 aDijk, Ko Willems1 aWillemsen, Gonneke1 aWilson, James, F1 aWolffenbuttel, Bruce, H R1 aWolk, Alicja1 aWood, Andrew, R1 aZhao, Wei1 aZygmunt, Marek1 aChen, Zhengming1 aLi, Liming1 aFranke, Lude1 aBurgess, Stephen1 aDeelen, Patrick1 aPers, Tune, H1 aGrøndahl, Marie, Louise1 aAndersen, Claus, Yding1 aPujol, Anna1 aLopez-Contreras, Andres, J1 aDaniel, Jeremy, A1 aStefansson, Kari1 aChang-Claude, Jenny1 aSchouw, Yvonne, T1 aLunetta, Kathryn, L1 aChasman, Daniel, I1 aEaston, Douglas, F1 aVisser, Jenny, A1 aOzanne, Susan, E1 aNamekawa, Satoshi, H1 aSolc, Petr1 aMurabito, Joanne, M1 aOng, Ken, K1 aHoffmann, Eva, R1 aMurray, Anna1 aRoig, Ignasi1 aPerry, John, R B1 aBiobank-based Integrative Omics Study (BIOS) Consortium1 aeQTLGen Consortium1 aBioBank Japan Project1 aChina Kadoorie Biobank Collaborative Group1 akConFab Investigators1 aLifeLines Cohort Study1 aInterAct Consortium1 a23andMe Research Team uhttps://chs-nhlbi.org/node/8835