07496nas a2202305 4500008004100000022001400041245006700055210006600122260001600188300001000204490000800214520114000222653001201362653002001374653001401394653002801408653002401436653001101460653003001471653001901501653001801520653003401538653001801572653001101590653001901601653001901620653002901639653002701668653001401695653002301709100002201732700002601754700001601780700001801796700002001814700002001834700002901854700001901883700002301902700001801925700002001943700001801963700002001981700002002001700002002021700002102041700002202062700001702084700001802101700002602119700001902145700002202164700002002186700002402206700002402230700001802254700002202272700001802294700001602312700002002328700002202348700002102370700001802391700002302409700001502432700002602447700002002473700002002493700002102513700002502534700001702559700002902576700001902605700001902624700002302643700002202666700002202688700002102710700001702731700001702748700002302765700001902788700002002807700001802827700002202845700002002867700001802887700001402905700002102919700001902940700002202959700002202981700001903003700002803022700002303050700002803073700001803101700001803119700002003137700002103157700001903178700002103197700003103218700002003249700002503269700001903294700002103313700002003334700002403354700002203378700001803400700002503418700002503443700002103468700002003489700001803509700002003527700001903547700002303566700001803589700002603607700001803633700001903651700002203670700002203692700001903714700001703733700002203750700002303772700002403795700002203819700002403841700001703865700002303882700002003905700001903925700002203944700002303966700002203989700001704011700001904028700002104047700001804068700001704086700001804103700002804121700002304149700001704172700002204189700002204211700002304233700001804256700002004274700001904294700002104313700002504334700002104359700002204380700002104402700001904423700002304442700002004465700002304485700002304508700001804531700001804549700002204567700002204589700002704611700002404638700002304662700002004685700002404705700002504729700002804754700001904782700002004801700002404821700001604845700002204861700001904883700002204902700002104924700002104945700001904966700002104985700002105006700001805027700002105045700002005066700002405086700002405110700002005134856003605154 2011 eng d a1476-468700aNew gene functions in megakaryopoiesis and platelet formation.0 aNew gene functions in megakaryopoiesis and platelet formation c2011 Nov 30 a201-80 v4803 a
Platelets are the second most abundant cell type in blood and are essential for maintaining haemostasis. Their count and volume are tightly controlled within narrow physiological ranges, but there is only limited understanding of the molecular processes controlling both traits. Here we carried out a high-powered meta-analysis of genome-wide association studies (GWAS) in up to 66,867 individuals of European ancestry, followed by extensive biological and functional assessment. We identified 68 genomic loci reliably associated with platelet count and volume mapping to established and putative novel regulators of megakaryopoiesis and platelet formation. These genes show megakaryocyte-specific gene expression patterns and extensive network connectivity. Using gene silencing in Danio rerio and Drosophila melanogaster, we identified 11 of the genes as novel regulators of blood cell formation. Taken together, our findings advance understanding of novel gene functions controlling fate-determining events during megakaryopoiesis and platelet formation, providing a new example of successful translation of GWAS to function.
10aAnimals10aBlood Platelets10aCell Size10aDrosophila melanogaster10aDrosophila Proteins10aEurope10aGene Expression Profiling10aGene Silencing10aGenome, Human10aGenome-Wide Association Study10aHematopoiesis10aHumans10aMegakaryocytes10aPlatelet Count10aProtein Interaction Maps10aTranscription, Genetic10aZebrafish10aZebrafish Proteins1 aGieger, Christian1 aRadhakrishnan, Aparna1 aCvejic, Ana1 aTang, Weihong1 aPorcu, Eleonora1 aPistis, Giorgio1 aSerbanovic-Canic, Jovana1 aElling, Ulrich1 aGoodall, Alison, H1 aLabrune, Yann1 aLopez, Lorna, M1 aMägi, Reedik1 aMeacham, Stuart1 aOkada, Yukinori1 aPirastu, Nicola1 aSorice, Rossella1 aTeumer, Alexander1 aVoss, Katrin1 aZhang, Weihua1 aRamirez-Solis, Ramiro1 aBis, Joshua, C1 aEllinghaus, David1 aGögele, Martin1 aHottenga, Jouke-Jan1 aLangenberg, Claudia1 aKovacs, Peter1 aO'Reilly, Paul, F1 aShin, So-Youn1 aEsko, Tõnu1 aHartiala, Jaana1 aKanoni, Stavroula1 aMurgia, Federico1 aParsa, Afshin1 aStephens, Jonathan1 aHarst, Pim1 avan der Schoot, Ellen1 aAllayee, Hooman1 aAttwood, Antony1 aBalkau, Beverley1 aBastardot, François1 aBasu, Saonli1 aBaumeister, Sebastian, E1 aBiino, Ginevra1 aBomba, Lorenzo1 aBonnefond, Amélie1 aCambien, Francois1 aChambers, John, C1 aCucca, Francesco1 aD'Adamo, Pio1 aDavies, Gail1 ade Boer, Rudolf, A1 aGeus, Eco, J C1 aDöring, Angela1 aElliott, Paul1 aErdmann, Jeanette1 aEvans, David, M1 aFalchi, Mario1 aFeng, Wei1 aFolsom, Aaron, R1 aFrazer, Ian, H1 aGibson, Quince, D1 aGlazer, Nicole, L1 aHammond, Chris1 aHartikainen, Anna-Liisa1 aHeckbert, Susan, R1 aHengstenberg, Christian1 aHersch, Micha1 aIllig, Thomas1 aLoos, Ruth, J F1 aJolley, Jennifer1 aKhaw, Kay, Tee1 aKuhnel, Brigitte1 aKyrtsonis, Marie-Christine1 aLagou, Vasiliki1 aLloyd-Jones, Heather1 aLumley, Thomas1 aMangino, Massimo1 aMaschio, Andrea1 aLeach, Irene, Mateo1 aMcKnight, Barbara1 aMemari, Yasin1 aMitchell, Braxton, D1 aMontgomery, Grant, W1 aNakamura, Yusuke1 aNauck, Matthias1 aNavis, Gerjan1 aNöthlings, Ute1 aNolte, Ilja, M1 aPorteous, David, J1 aPouta, Anneli1 aPramstaller, Peter, P1 aPullat, Janne1 aRing, Susan, M1 aRotter, Jerome, I1 aRuggiero, Daniela1 aRuokonen, Aimo1 aSala, Cinzia1 aSamani, Nilesh, J1 aSambrook, Jennifer1 aSchlessinger, David1 aSchreiber, Stefan1 aSchunkert, Heribert1 aScott, James1 aSmith, Nicholas, L1 aSnieder, Harold1 aStarr, John, M1 aStumvoll, Michael1 aTakahashi, Atsushi1 aTang, W, H Wilson1 aTaylor, Kent1 aTenesa, Albert1 aThein, Swee, Lay1 aTönjes, Anke1 aUda, Manuela1 aUlivi, Sheila1 avan Veldhuisen, Dirk, J1 aVisscher, Peter, M1 aVölker, Uwe1 aWichmann, H-Erich1 aWiggins, Kerri, L1 aWillemsen, Gonneke1 aYang, Tsun-Po1 aZhao, Jing, Hua1 aZitting, Paavo1 aBradley, John, R1 aDedoussis, George, V1 aGasparini, Paolo1 aHazen, Stanley, L1 aMetspalu, Andres1 aPirastu, Mario1 aShuldiner, Alan, R1 avan Pelt, Joost1 aZwaginga, Jaap-Jan1 aBoomsma, Dorret, I1 aDeary, Ian, J1 aFranke, Andre1 aFroguel, Philippe1 aGanesh, Santhi, K1 aJarvelin, Marjo-Riitta1 aMartin, Nicholas, G1 aMeisinger, Christa1 aPsaty, Bruce, M1 aSpector, Timothy, D1 aWareham, Nicholas, J1 aAkkerman, Jan-Willem, N1 aCiullo, Marina1 aDeloukas, Panos1 aGreinacher, Andreas1 aJupe, Steve1 aKamatani, Naoyuki1 aKhadake, Jyoti1 aKooner, Jaspal, S1 aPenninger, Josef1 aProkopenko, Inga1 aStemple, Derek1 aToniolo, Daniela1 aWernisch, Lorenz1 aSanna, Serena1 aHicks, Andrew, A1 aRendon, Augusto1 aFerreira, Manuel, A1 aOuwehand, Willem, H1 aSoranzo, Nicole uhttps://chs-nhlbi.org/node/135508958nas a2202881 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2012 eng d a1546-171800aLarge-scale association analyses identify new loci influencing glycemic traits and provide insight into the underlying biological pathways.0 aLargescale association analyses identify new loci influencing gl c2012 Sep a991-10050 v443 aThrough genome-wide association meta-analyses of up to 133,010 individuals of European ancestry without diabetes, including individuals newly genotyped using the Metabochip, we have increased the number of confirmed loci influencing glycemic traits to 53, of which 33 also increase type 2 diabetes risk (q < 0.05). Loci influencing fasting insulin concentration showed association with lipid levels and fat distribution, suggesting impact on insulin resistance. Gene-based analyses identified further biologically plausible loci, suggesting that additional loci beyond those reaching genome-wide significance are likely to represent real associations. This conclusion is supported by an excess of directionally consistent and nominally significant signals between discovery and follow-up studies. Functional analysis of these newly discovered loci will further improve our understanding of glycemic control.
10aAdult10aAnimals10aBlood Glucose10aFasting10aFemale10aGene Frequency10aGenome-Wide Association Study10aHumans10aInsulin10aMale10aMetabolic Networks and Pathways10aMice10aOsmolar Concentration10aQuantitative Trait Loci1 aScott, Robert, A1 aLagou, Vasiliki1 aWelch, Ryan, P1 aWheeler, Eleanor1 aMontasser, May, E1 aLuan, Jian'an1 aMägi, Reedik1 aStrawbridge, Rona, J1 aRehnberg, Emil1 aGustafsson, Stefan1 aKanoni, Stavroula1 aRasmussen-Torvik, Laura, J1 aYengo, Loic1 aLecoeur, Cécile1 aShungin, Dmitry1 aSanna, Serena1 aSidore, Carlo1 aJohnson, Paul, C D1 aJukema, Wouter1 aJohnson, Toby1 aMahajan, Anubha1 aVerweij, Niek1 aThorleifsson, Gudmar1 aHottenga, Jouke-Jan1 aShah, Sonia1 aSmith, Albert, V1 aSennblad, Bengt1 aGieger, Christian1 aSalo, Perttu1 aPerola, Markus1 aTimpson, Nicholas, J1 aEvans, David, M1 aSt Pourcain, Beate1 aWu, Ying1 aAndrews, Jeanette, S1 aHui, Jennie1 aBielak, Lawrence, F1 aZhao, Wei1 aHorikoshi, Momoko1 aNavarro, Pau1 aIsaacs, Aaron1 aO'Connell, Jeffrey, R1 aStirrups, Kathleen1 aVitart, Veronique1 aHayward, Caroline1 aEsko, Tõnu1 aMihailov, Evelin1 aFraser, Ross, M1 aFall, Tove1 aVoight, Benjamin, F1 aRaychaudhuri, Soumya1 aChen, Han1 aLindgren, Cecilia, M1 aMorris, Andrew, P1 aRayner, Nigel, W1 aRobertson, Neil1 aRybin, Denis1 aLiu, Ching-Ti1 aBeckmann, Jacques, S1 aWillems, Sara, M1 aChines, Peter, S1 aJackson, Anne, U1 aKang, Hyun, Min1 aStringham, Heather, M1 aSong, Kijoung1 aTanaka, Toshiko1 aPeden, John, F1 aGoel, Anuj1 aHicks, Andrew, A1 aAn, Ping1 aMüller-Nurasyid, Martina1 aFranco-Cereceda, Anders1 aFolkersen, Lasse1 aMarullo, Letizia1 aJansen, Hanneke1 aOldehinkel, Albertine, J1 aBruinenberg, Marcel1 aPankow, James, S1 aNorth, Kari, E1 aForouhi, Nita, G1 aLoos, Ruth, J F1 aEdkins, Sarah1 aVarga, Tibor, V1 aHallmans, Göran1 aOksa, Heikki1 aAntonella, Mulas1 aNagaraja, Ramaiah1 aTrompet, Stella1 aFord, Ian1 aBakker, Stephan, J L1 aKong, Augustine1 aKumari, Meena1 aGigante, Bruna1 aHerder, Christian1 aMunroe, Patricia, B1 aCaulfield, Mark1 aAntti, Jula1 aMangino, Massimo1 aSmall, Kerrin1 aMiljkovic, Iva1 aLiu, Yongmei1 aAtalay, Mustafa1 aKiess, Wieland1 aJames, Alan, L1 aRivadeneira, Fernando1 aUitterlinden, André, G1 aPalmer, Colin, N A1 aDoney, Alex, S F1 aWillemsen, Gonneke1 aSmit, Johannes, H1 aCampbell, Susan1 aPolasek, Ozren1 aBonnycastle, Lori, L1 aHercberg, Serge1 aDimitriou, Maria1 aBolton, Jennifer, L1 aFowkes, Gerard, R1 aKovacs, Peter1 aLindström, Jaana1 aZemunik, Tatijana1 aBandinelli, Stefania1 aWild, Sarah, H1 aBasart, Hanneke, V1 aRathmann, Wolfgang1 aGrallert, Harald1 aMaerz, Winfried1 aKleber, Marcus, E1 aBoehm, Bernhard, O1 aPeters, Annette1 aPramstaller, Peter, P1 aProvince, Michael, A1 aBorecki, Ingrid, B1 aHastie, Nicholas, D1 aRudan, Igor1 aCampbell, Harry1 aWatkins, Hugh1 aFarrall, Martin1 aStumvoll, Michael1 aFerrucci, Luigi1 aWaterworth, Dawn, M1 aBergman, Richard, N1 aCollins, Francis, S1 aTuomilehto, Jaakko1 aWatanabe, Richard, M1 aGeus, Eco, J C1 aPenninx, Brenda, W1 aHofman, Albert1 aOostra, Ben, A1 aPsaty, Bruce, M1 aVollenweider, Peter1 aWilson, James, F1 aWright, Alan, F1 aHovingh, Kees1 aMetspalu, Andres1 aUusitupa, Matti1 aMagnusson, Patrik, K E1 aKyvik, Kirsten, O1 aKaprio, Jaakko1 aPrice, Jackie, F1 aDedoussis, George, V1 aDeloukas, Panos1 aMeneton, Pierre1 aLind, Lars1 aBoehnke, Michael1 aShuldiner, Alan, R1 aDuijn, Cornelia, M1 aMorris, Andrew, D1 aToenjes, Anke1 aPeyser, Patricia, A1 aBeilby, John, P1 aKörner, Antje1 aKuusisto, Johanna1 aLaakso, Markku1 aBornstein, Stefan, R1 aSchwarz, Peter, E H1 aLakka, Timo, A1 aRauramaa, Rainer1 aAdair, Linda, S1 aSmith, George Davey1 aSpector, Tim, D1 aIllig, Thomas1 ade Faire, Ulf1 aHamsten, Anders1 aGudnason, Vilmundur1 aKivimaki, Mika1 aHingorani, Aroon1 aKeinanen-Kiukaanniemi, Sirkka, M1 aSaaristo, Timo, E1 aBoomsma, Dorret, I1 aStefansson, Kari1 aHarst, Pim1 aDupuis, Josée1 aPedersen, Nancy, L1 aSattar, Naveed1 aHarris, Tamara, B1 aCucca, Francesco1 aRipatti, Samuli1 aSalomaa, Veikko1 aMohlke, Karen, L1 aBalkau, Beverley1 aFroguel, Philippe1 aPouta, Anneli1 aJarvelin, Marjo-Riitta1 aWareham, Nicholas, J1 aBouatia-Naji, Nabila1 aMcCarthy, Mark, I1 aFranks, Paul, W1 aMeigs, James, B1 aTeslovich, Tanya, M1 aFlorez, Jose, C1 aLangenberg, Claudia1 aIngelsson, Erik1 aProkopenko, Inga1 aBarroso, Inês1 aDIAbetes Genetics Replication and Meta-analysis (DIAGRAM) Consortium uhttps://chs-nhlbi.org/node/609109406nas a2203037 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2013 eng d a1546-171800aGenome-wide association analyses identify 18 new loci associated with serum urate concentrations.0 aGenomewide association analyses identify 18 new loci associated c2013 Feb a145-540 v453 aElevated serum urate concentrations can cause gout, a prevalent and painful inflammatory arthritis. By combining data from >140,000 individuals of European ancestry within the Global Urate Genetics Consortium (GUGC), we identified and replicated 28 genome-wide significant loci in association with serum urate concentrations (18 new regions in or near TRIM46, INHBB, SFMBT1, TMEM171, VEGFA, BAZ1B, PRKAG2, STC1, HNF4G, A1CF, ATXN2, UBE2Q2, IGF1R, NFAT5, MAF, HLF, ACVR1B-ACVRL1 and B3GNT4). Associations for many of the loci were of similar magnitude in individuals of non-European ancestry. We further characterized these loci for associations with gout, transcript expression and the fractional excretion of urate. Network analyses implicate the inhibins-activins signaling pathways and glucose metabolism in systemic urate control. New candidate genes for serum urate concentration highlight the importance of metabolic control of urate production and excretion, which may have implications for the treatment and prevention of gout.
10aAnalysis of Variance10aEuropean Continental Ancestry Group10aGene Frequency10aGenetic Loci10aGenome-Wide Association Study10aGlucose10aGout10aHumans10aInhibins10aPolymorphism, Single Nucleotide10aSignal Transduction10aUric Acid1 aKöttgen, Anna1 aAlbrecht, Eva1 aTeumer, Alexander1 aVitart, Veronique1 aKrumsiek, Jan1 aHundertmark, Claudia1 aPistis, Giorgio1 aRuggiero, Daniela1 aO'Seaghdha, Conall, M1 aHaller, Toomas1 aYang, Qiong1 aTanaka, Toshiko1 aJohnson, Andrew, D1 aKutalik, Zoltán1 aSmith, Albert, V1 aShi, Julia1 aStruchalin, Maksim1 aMiddelberg, Rita, P S1 aBrown, Morris, J1 aGaffo, Angelo, L1 aPirastu, Nicola1 aLi, Guo1 aHayward, Caroline1 aZemunik, Tatijana1 aHuffman, Jennifer1 aYengo, Loic1 aZhao, Jing Hua1 aDemirkan, Ayse1 aFeitosa, Mary, F1 aLiu, Xuan1 aMalerba, Giovanni1 aLopez, Lorna, M1 aHarst, Pim1 aLi, Xinzhong1 aKleber, Marcus, E1 aHicks, Andrew, A1 aNolte, Ilja, M1 aJohansson, Asa1 aMurgia, Federico1 aWild, Sarah, H1 aBakker, Stephan, J L1 aPeden, John, F1 aDehghan, Abbas1 aSteri, Maristella1 aTenesa, Albert1 aLagou, Vasiliki1 aSalo, Perttu1 aMangino, Massimo1 aRose, Lynda, M1 aLehtimäki, Terho1 aWoodward, Owen, M1 aOkada, Yukinori1 aTin, Adrienne1 aMüller, Christian1 aOldmeadow, Christopher1 aPutku, Margus1 aCzamara, Darina1 aKraft, Peter1 aFrogheri, Laura1 aThun, Gian, Andri1 aGrotevendt, Anne1 aGislason, Gauti, Kjartan1 aHarris, Tamara, B1 aLauner, Lenore, J1 aMcArdle, Patrick1 aShuldiner, Alan, R1 aBoerwinkle, Eric1 aCoresh, Josef1 aSchmidt, Helena1 aSchallert, Michael1 aMartin, Nicholas, G1 aMontgomery, Grant, W1 aKubo, Michiaki1 aNakamura, Yusuke1 aTanaka, Toshihiro1 aMunroe, Patricia, B1 aSamani, Nilesh, J1 aJacobs, David, R1 aLiu, Kiang1 aD'Adamo, Pio1 aUlivi, Sheila1 aRotter, Jerome, I1 aPsaty, Bruce, M1 aVollenweider, Peter1 aWaeber, Gérard1 aCampbell, Susan1 aDevuyst, Olivier1 aNavarro, Pau1 aKolcic, Ivana1 aHastie, Nicholas1 aBalkau, Beverley1 aFroguel, Philippe1 aEsko, Tõnu1 aSalumets, Andres1 aKhaw, Kay, Tee1 aLangenberg, Claudia1 aWareham, Nicholas, J1 aIsaacs, Aaron1 aKraja, Aldi1 aZhang, Qunyuan1 aWild, Philipp, S1 aScott, Rodney, J1 aHolliday, Elizabeth, G1 aOrg, Elin1 aViigimaa, Margus1 aBandinelli, Stefania1 aMetter, Jeffrey, E1 aLupo, Antonio1 aTrabetti, Elisabetta1 aSorice, Rossella1 aDöring, Angela1 aLattka, Eva1 aStrauch, Konstantin1 aTheis, Fabian1 aWaldenberger, Melanie1 aWichmann, H-Erich1 aDavies, Gail1 aGow, Alan, J1 aBruinenberg, Marcel1 aStolk, Ronald, P1 aKooner, Jaspal, S1 aZhang, Weihua1 aWinkelmann, Bernhard, R1 aBoehm, Bernhard, O1 aLucae, Susanne1 aPenninx, Brenda, W1 aSmit, Johannes, H1 aCurhan, Gary1 aMudgal, Poorva1 aPlenge, Robert, M1 aPortas, Laura1 aPersico, Ivana1 aKirin, Mirna1 aWilson, James, F1 aLeach, Irene, Mateo1 aGilst, Wiek, H1 aGoel, Anuj1 aOngen, Halit1 aHofman, Albert1 aRivadeneira, Fernando1 aUitterlinden, André, G1 aImboden, Medea1 avon Eckardstein, Arnold1 aCucca, Francesco1 aNagaraja, Ramaiah1 aPiras, Maria, Grazia1 aNauck, Matthias1 aSchurmann, Claudia1 aBudde, Kathrin1 aErnst, Florian1 aFarrington, Susan, M1 aTheodoratou, Evropi1 aProkopenko, Inga1 aStumvoll, Michael1 aJula, Antti1 aPerola, Markus1 aSalomaa, Veikko1 aShin, So-Youn1 aSpector, Tim, D1 aSala, Cinzia1 aRidker, Paul, M1 aKähönen, Mika1 aViikari, Jorma1 aHengstenberg, Christian1 aNelson, Christopher, P1 aMeschia, James, F1 aNalls, Michael, A1 aSharma, Pankaj1 aSingleton, Andrew, B1 aKamatani, Naoyuki1 aZeller, Tanja1 aBurnier, Michel1 aAttia, John1 aLaan, Maris1 aKlopp, Norman1 aHillege, Hans, L1 aKloiber, Stefan1 aChoi, Hyon1 aPirastu, Mario1 aTore, Silvia1 aProbst-Hensch, Nicole, M1 aVölzke, Henry1 aGudnason, Vilmundur1 aParsa, Afshin1 aSchmidt, Reinhold1 aWhitfield, John, B1 aFornage, Myriam1 aGasparini, Paolo1 aSiscovick, David, S1 aPolasek, Ozren1 aCampbell, Harry1 aRudan, Igor1 aBouatia-Naji, Nabila1 aMetspalu, Andres1 aLoos, Ruth, J F1 aDuijn, Cornelia, M1 aBorecki, Ingrid, B1 aFerrucci, Luigi1 aGambaro, Giovanni1 aDeary, Ian, J1 aWolffenbuttel, Bruce, H R1 aChambers, John, C1 aMärz, Winfried1 aPramstaller, Peter, P1 aSnieder, Harold1 aGyllensten, Ulf1 aWright, Alan, F1 aNavis, Gerjan1 aWatkins, Hugh1 aWitteman, Jacqueline, C M1 aSanna, Serena1 aSchipf, Sabine1 aDunlop, Malcolm, G1 aTönjes, Anke1 aRipatti, Samuli1 aSoranzo, Nicole1 aToniolo, Daniela1 aChasman, Daniel, I1 aRaitakari, Olli1 aKao, Linda, W H1 aCiullo, Marina1 aFox, Caroline, S1 aCaulfield, Mark1 aBochud, Murielle1 aGieger, Christian1 aLifeLines Cohort Study1 aCARDIoGRAM consortium1 aDIAGRAM Consortium1 aICBP Consortium1 aMAGIC Consortium uhttps://chs-nhlbi.org/node/607505039nas a2201297 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2013 eng d a1873-240200aA genome-wide association study of depressive symptoms.0 agenomewide association study of depressive symptoms c2013 Apr 01 a667-780 v733 aBACKGROUND: Depression is a heritable trait that exists on a continuum of varying severity and duration. Yet, the search for genetic variants associated with depression has had few successes. We exploit the entire continuum of depression to find common variants for depressive symptoms.
METHODS: In this genome-wide association study, we combined the results of 17 population-based studies assessing depressive symptoms with the Center for Epidemiological Studies Depression Scale. Replication of the independent top hits (p<1×10(-5)) was performed in five studies assessing depressive symptoms with other instruments. In addition, we performed a combined meta-analysis of all 22 discovery and replication studies.
RESULTS: The discovery sample comprised 34,549 individuals (mean age of 66.5) and no loci reached genome-wide significance (lowest p = 1.05×10(-7)). Seven independent single nucleotide polymorphisms were considered for replication. In the replication set (n = 16,709), we found suggestive association of one single nucleotide polymorphism with depressive symptoms (rs161645, 5q21, p = 9.19×10(-3)). This 5q21 region reached genome-wide significance (p = 4.78×10(-8)) in the overall meta-analysis combining discovery and replication studies (n = 51,258).
CONCLUSIONS: The results suggest that only a large sample comprising more than 50,000 subjects may be sufficiently powered to detect genes for depressive symptoms.
10aAged10aAged, 80 and over10aChromosomes, Human, Pair 510aDepression10aFemale10aGenetic Predisposition to Disease10aGenome-Wide Association Study10aHumans10aMale10aMiddle Aged10aPolymorphism, Single Nucleotide1 aHek, Karin1 aDemirkan, Ayse1 aLahti, Jari1 aTerracciano, Antonio1 aTeumer, Alexander1 aCornelis, Marilyn, C1 aAmin, Najaf1 aBakshis, Erin1 aBaumert, Jens1 aDing, Jingzhong1 aLiu, Yongmei1 aMarciante, Kristin1 aMeirelles, Osorio1 aNalls, Michael, A1 aSun, Yan, V1 aVogelzangs, Nicole1 aYu, Lei1 aBandinelli, Stefania1 aBenjamin, Emelia, J1 aBennett, David, A1 aBoomsma, Dorret1 aCannas, Alessandra1 aCoker, Laura, H1 ade Geus, Eco1 aDe Jager, Philip, L1 aDiez-Roux, Ana, V1 aPurcell, Shaun1 aHu, Frank, B1 aRimma, Eric, B1 aHunter, David, J1 aJensen, Majken, K1 aCurhan, Gary1 aRice, Kenneth1 aPenman, Alan, D1 aRotter, Jerome, I1 aSotoodehnia, Nona1 aEmeny, Rebecca1 aEriksson, Johan, G1 aEvans, Denis, A1 aFerrucci, Luigi1 aFornage, Myriam1 aGudnason, Vilmundur1 aHofman, Albert1 aIllig, Thomas1 aKardia, Sharon1 aKelly-Hayes, Margaret1 aKoenen, Karestan1 aKraft, Peter1 aKuningas, Maris1 aMassaro, Joseph, M1 aMelzer, David1 aMulas, Antonella1 aMulder, Cornelis, L1 aMurray, Anna1 aOostra, Ben, A1 aPalotie, Aarno1 aPenninx, Brenda1 aPetersmann, Astrid1 aPilling, Luke, C1 aPsaty, Bruce1 aRawal, Rajesh1 aReiman, Eric, M1 aSchulz, Andrea1 aShulman, Joshua, M1 aSingleton, Andrew, B1 aSmith, Albert, V1 aSutin, Angelina, R1 aUitterlinden, André, G1 aVölzke, Henry1 aWiden, Elisabeth1 aYaffe, Kristine1 aZonderman, Alan, B1 aCucca, Francesco1 aHarris, Tamara1 aLadwig, Karl-Heinz1 aLlewellyn, David, J1 aRäikkönen, Katri1 aTanaka, Toshiko1 aDuijn, Cornelia, M1 aGrabe, Hans, J1 aLauner, Lenore, J1 aLunetta, Kathryn, L1 aMosley, Thomas, H1 aNewman, Anne, B1 aTiemeier, Henning1 aMurabito, Joanne uhttps://chs-nhlbi.org/node/607005839nas a2201429 4500008004100000022001400041245013600055210006900191260000900260300001300269490000600282520178500288653001102073653003402084653001102118653002002129653001902149653000902168653001402177653002602191653003602217653002402253653002402277653001802301653001602319653001402335100002002349700001802369700002002387700002402407700002102431700002102452700002002473700001802493700002402511700002302535700001602558700001602574700002002590700001902610700002602629700002002655700002002675700001802695700002502713700002002738700002302758700002202781700002402803700002302827700002502850700001702875700002802892700001402920700001602934700002502950700002102975700002002996700002603016700001803042700001903060700003603079700002303115700001903138700002603157700001503183700002303198700002203221700002103243700002503264700002203289700002703311700001903338700001803357700002003375700002003395700002303415700002003438700002603458700001703484700001903501700001903520700002503539700002003564700001903584700002003603700002303623700002003646700003003666700002203696700002203718700002303740700001903763700001903782700002603801700002103827700001803848700002103866700001803887700002303905700002003928700002103948700001903969700002703988700002604015700002404041700002304065700002304088700002804111700001804139700002004157700003004177700002304207700002204230700002004252700002104272700002104293700001804314700002204332700001904354856003604373 2013 eng d a1553-740400aA meta-analysis of thyroid-related traits reveals novel loci and gender-specific differences in the regulation of thyroid function.0 ametaanalysis of thyroidrelated traits reveals novel loci and gen c2013 ae10032660 v93 aThyroid hormone is essential for normal metabolism and development, and overt abnormalities in thyroid function lead to common endocrine disorders affecting approximately 10% of individuals over their life span. In addition, even mild alterations in thyroid function are associated with weight changes, atrial fibrillation, osteoporosis, and psychiatric disorders. To identify novel variants underlying thyroid function, we performed a large meta-analysis of genome-wide association studies for serum levels of the highly heritable thyroid function markers TSH and FT4, in up to 26,420 and 17,520 euthyroid subjects, respectively. Here we report 26 independent associations, including several novel loci for TSH (PDE10A, VEGFA, IGFBP5, NFIA, SOX9, PRDM11, FGF7, INSR, ABO, MIR1179, NRG1, MBIP, ITPK1, SASH1, GLIS3) and FT4 (LHX3, FOXE1, AADAT, NETO1/FBXO15, LPCAT2/CAPNS2). Notably, only limited overlap was detected between TSH and FT4 associated signals, in spite of the feedback regulation of their circulating levels by the hypothalamic-pituitary-thyroid axis. Five of the reported loci (PDE8B, PDE10A, MAF/LOC440389, NETO1/FBXO15, and LPCAT2/CAPNS2) show strong gender-specific differences, which offer clues for the known sexual dimorphism in thyroid function and related pathologies. Importantly, the TSH-associated loci contribute not only to variation within the normal range, but also to TSH values outside the reference range, suggesting that they may be involved in thyroid dysfunction. Overall, our findings explain, respectively, 5.64% and 2.30% of total TSH and FT4 trait variance, and they improve the current knowledge of the regulation of hypothalamic-pituitary-thyroid axis function and the consequences of genetic variation for hypo- or hyperthyroidism.
10aFemale10aGenome-Wide Association Study10aHumans10aHyperthyroidism10aHypothyroidism10aMale10aPhenotype10aPolymorphism, Genetic10aPolymorphism, Single Nucleotide10aSex Characteristics10aSignal Transduction10aThyroid Gland10aThyrotropin10aThyroxine1 aPorcu, Eleonora1 aMedici, Marco1 aPistis, Giorgio1 aVolpato, Claudia, B1 aWilson, Scott, G1 aCappola, Anne, R1 aBos, Steffan, D1 aDeelen, Joris1 aHeijer, Martin, den1 aFreathy, Rachel, M1 aLahti, Jari1 aLiu, Chunyu1 aLopez, Lorna, M1 aNolte, Ilja, M1 aO'Connell, Jeffrey, R1 aTanaka, Toshiko1 aTrompet, Stella1 aArnold, Alice1 aBandinelli, Stefania1 aBeekman, Marian1 aBöhringer, Stefan1 aBrown, Suzanne, J1 aBuckley, Brendan, M1 aCamaschella, Clara1 ade Craen, Anton, J M1 aDavies, Gail1 ade Visser, Marieke, C H1 aFord, Ian1 aForsen, Tom1 aFrayling, Timothy, M1 aFugazzola, Laura1 aGögele, Martin1 aHattersley, Andrew, T1 aHermus, Ad, R1 aHofman, Albert1 aHouwing-Duistermaat, Jeanine, J1 aJensen, Richard, A1 aKajantie, Eero1 aKloppenburg, Margreet1 aLim, Ee, M1 aMasciullo, Corrado1 aMariotti, Stefano1 aMinelli, Cosetta1 aMitchell, Braxton, D1 aNagaraja, Ramaiah1 aNetea-Maier, Romana, T1 aPalotie, Aarno1 aPersani, Luca1 aPiras, Maria, G1 aPsaty, Bruce, M1 aRäikkönen, Katri1 aRichards, Brent1 aRivadeneira, Fernando1 aSala, Cinzia1 aSabra, Mona, M1 aSattar, Naveed1 aShields, Beverley, M1 aSoranzo, Nicole1 aStarr, John, M1 aStott, David, J1 aSweep, Fred, C G J1 aUsala, Gianluca1 avan der Klauw, Melanie, M1 avan Heemst, Diana1 avan Mullem, Alies1 aVermeulen, Sita, H1 aVisser, Edward1 aWalsh, John, P1 aWestendorp, Rudi, G J1 aWiden, Elisabeth1 aZhai, Guangju1 aCucca, Francesco1 aDeary, Ian, J1 aEriksson, Johan, G1 aFerrucci, Luigi1 aFox, Caroline, S1 aJukema, Wouter1 aKiemeney, Lambertus, A1 aPramstaller, Peter, P1 aSchlessinger, David1 aShuldiner, Alan, R1 aSlagboom, Eline, P1 aUitterlinden, André, G1 aVaidya, Bijay1 aVisser, Theo, J1 aWolffenbuttel, Bruce, H R1 aMeulenbelt, Ingrid1 aRotter, Jerome, I1 aSpector, Tim, D1 aHicks, Andrew, A1 aToniolo, Daniela1 aSanna, Serena1 aPeeters, Robin, P1 aNaitza, Silvia uhttps://chs-nhlbi.org/node/587708187nas a2202209 4500008004100000022001400041245023300055210006900288260001600357300001200373490000800385520188600393653001502279653001002294653003902304653000902343653002202352653002802374653002802402653004002430653001102470653001502481653001702496653003802513653003402551653002302585653001102608653000902619653001602628653002602644653003602670653001702706653001102723653002702734653001602761100002502777700001502802700002002817700001902837700001902856700002302875700002202898700002002920700002102940700001702961700002402978700002003002700002303022700001803045700001903063700001703082700002303099700001803122700002003140700001603160700002003176700001903196700002803215700002103243700001703264700002503281700002203306700001903328700001703347700002003364700001603384700002003400700001803420700001903438700001903457700002003476700001603496700002003512700001503532700002203547700002103569700002103590700002503611700002303636700002103659700001903680700002003699700001703719700001703736700001703753700002103770700002203791700001903813700002703832700002003859700002403879700002503903700002103928700002003949700002603969700002803995700002104023700001904044700002204063700002304085700002304108700001304131700002504144700002304169700002204192700001904214700002004233700002204253700002004275700002004295700002204315700001804337700002104355700001804376700001904394700001904413700001504432700002704447700001704474700001904491700002204510700002304532700001804555700002404573700002004597700001904617700002404636700001604660700002004676700002204696700002004718700002404738700001804762700002104780700002104801700001904822700002804841700002204869700002004891700002204911700001704933700002104950700002304971700002404994700002305018700002205041700002105063700002205084700001705106700002705123700002205150700002405172700002205196700002405218700002905242700002005271700002305291700001805314700001805332700002005350700003005370700001905400700002205419700002205441700002105463700002105484700001905505700001805524700002005542700002005562700001805582700002205600700002505622700002305647700002005670700002005690700001805710700002305728700002005751700003005771710001905801710002205820710005405842710001905896710002605915856003605941 2013 eng d a1524-453900aMultiethnic meta-analysis of genome-wide association studies in >100 000 subjects identifies 23 fibrinogen-associated Loci but no strong evidence of a causal association between circulating fibrinogen and cardiovascular disease.0 aMultiethnic metaanalysis of genomewide association studies in 10 c2013 Sep 17 a1310-240 v1283 aBACKGROUND: Estimates of the heritability of plasma fibrinogen concentration, an established predictor of cardiovascular disease, range from 34% to 50%. Genetic variants so far identified by genome-wide association studies explain only a small proportion (<2%) of its variation.
METHODS AND RESULTS: We conducted a meta-analysis of 28 genome-wide association studies including >90 000 subjects of European ancestry, the first genome-wide association meta-analysis of fibrinogen levels in 7 studies in blacks totaling 8289 samples, and a genome-wide association study in Hispanics totaling 1366 samples. Evaluation for association of single-nucleotide polymorphisms with clinical outcomes included a total of 40 695 cases and 85 582 controls for coronary artery disease, 4752 cases and 24 030 controls for stroke, and 3208 cases and 46 167 controls for venous thromboembolism. Overall, we identified 24 genome-wide significant (P<5×10(-8)) independent signals in 23 loci, including 15 novel associations, together accounting for 3.7% of plasma fibrinogen variation. Gene-set enrichment analysis highlighted key roles in fibrinogen regulation for the 3 structural fibrinogen genes and pathways related to inflammation, adipocytokines, and thyrotrophin-releasing hormone signaling. Whereas lead single-nucleotide polymorphisms in a few loci were significantly associated with coronary artery disease, the combined effect of all 24 fibrinogen-associated lead single-nucleotide polymorphisms was not significant for coronary artery disease, stroke, or venous thromboembolism.
CONCLUSIONS: We identify 23 robustly associated fibrinogen loci, 15 of which are new. Clinical outcome analysis of these loci does not support a causal relationship between circulating levels of fibrinogen and coronary artery disease, stroke, or venous thromboembolism.
10aAdolescent10aAdult10aAfrican Continental Ancestry Group10aAged10aAged, 80 and over10aCardiovascular Diseases10aCoronary Artery Disease10aEuropean Continental Ancestry Group10aFemale10aFibrinogen10aGenetic Loci10aGenetic Predisposition to Disease10aGenome-Wide Association Study10aHispanic Americans10aHumans10aMale10aMiddle Aged10aMyocardial Infarction10aPolymorphism, Single Nucleotide10aRisk Factors10aStroke10aVenous Thromboembolism10aYoung Adult1 aSabater-Lleal, Maria1 aHuang, Jie1 aChasman, Daniel1 aNaitza, Silvia1 aDehghan, Abbas1 aJohnson, Andrew, D1 aTeumer, Alexander1 aReiner, Alex, P1 aFolkersen, Lasse1 aBasu, Saonli1 aRudnicka, Alicja, R1 aTrompet, Stella1 aMälarstig, Anders1 aBaumert, Jens1 aBis, Joshua, C1 aGuo, Xiuqing1 aHottenga, Jouke, J1 aShin, So-Youn1 aLopez, Lorna, M1 aLahti, Jari1 aTanaka, Toshiko1 aYanek, Lisa, R1 aOudot-Mellakh, Tiphaine1 aWilson, James, F1 aNavarro, Pau1 aHuffman, Jennifer, E1 aZemunik, Tatijana1 aRedline, Susan1 aMehra, Reena1 aPulanic, Drazen1 aRudan, Igor1 aWright, Alan, F1 aKolcic, Ivana1 aPolasek, Ozren1 aWild, Sarah, H1 aCampbell, Harry1 aCurb, David1 aWallace, Robert1 aLiu, Simin1 aEaton, Charles, B1 aBecker, Diane, M1 aBecker, Lewis, C1 aBandinelli, Stefania1 aRäikkönen, Katri1 aWiden, Elisabeth1 aPalotie, Aarno1 aFornage, Myriam1 aGreen, David1 aGross, Myron1 aDavies, Gail1 aHarris, Sarah, E1 aLiewald, David, C1 aStarr, John, M1 aWilliams, Frances, M K1 aGrant, Peter, J1 aSpector, Timothy, D1 aStrawbridge, Rona, J1 aSilveira, Angela1 aSennblad, Bengt1 aRivadeneira, Fernando1 aUitterlinden, André, G1 aFranco, Oscar, H1 aHofman, Albert1 avan Dongen, Jenny1 aWillemsen, Gonneke1 aBoomsma, Dorret, I1 aYao, Jie1 aJenny, Nancy, Swords1 aHaritunians, Talin1 aMcKnight, Barbara1 aLumley, Thomas1 aTaylor, Kent, D1 aRotter, Jerome, I1 aPsaty, Bruce, M1 aPeters, Annette1 aGieger, Christian1 aIllig, Thomas1 aGrotevendt, Anne1 aHomuth, Georg1 aVölzke, Henry1 aKocher, Thomas1 aGoel, Anuj1 aFranzosi, Maria Grazia1 aSeedorf, Udo1 aClarke, Robert1 aSteri, Maristella1 aTarasov, Kirill, V1 aSanna, Serena1 aSchlessinger, David1 aStott, David, J1 aSattar, Naveed1 aBuckley, Brendan, M1 aRumley, Ann1 aLowe, Gordon, D1 aMcArdle, Wendy, L1 aChen, Ming-Huei1 aTofler, Geoffrey, H1 aSong, Jaejoon1 aBoerwinkle, Eric1 aFolsom, Aaron, R1 aRose, Lynda, M1 aFranco-Cereceda, Anders1 aTeichert, Martina1 aIkram, Arfan, M1 aMosley, Thomas, H1 aBevan, Steve1 aDichgans, Martin1 aRothwell, Peter, M1 aSudlow, Cathie, L M1 aHopewell, Jemma, C1 aChambers, John, C1 aSaleheen, Danish1 aKooner, Jaspal, S1 aDanesh, John1 aNelson, Christopher, P1 aErdmann, Jeanette1 aReilly, Muredach, P1 aKathiresan, Sekar1 aSchunkert, Heribert1 aMorange, Pierre-Emmanuel1 aFerrucci, Luigi1 aEriksson, Johan, G1 aJacobs, David1 aDeary, Ian, J1 aSoranzo, Nicole1 aWitteman, Jacqueline, C M1 aGeus, Eco, J C1 aTracy, Russell, P1 aHayward, Caroline1 aKoenig, Wolfgang1 aCucca, Francesco1 aJukema, Wouter1 aEriksson, Per1 aSeshadri, Sudha1 aMarkus, Hugh, S1 aWatkins, Hugh1 aSamani, Nilesh, J1 aWallaschofski, Henri1 aSmith, Nicholas, L1 aTregouet, David1 aRidker, Paul, M1 aTang, Weihong1 aStrachan, David, P1 aHamsten, Anders1 aO'Donnell, Christopher, J1 aVTE Consortium1 aSTROKE Consortium1 aWellcome Trust Case Control Consortium 2 (WTCCC2)1 aC4D Consortium1 aCARDIoGRAM consortium uhttps://chs-nhlbi.org/node/615505936nas a2201453 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2014 eng d a1932-620300aNo evidence for genome-wide interactions on plasma fibrinogen by smoking, alcohol consumption and body mass index: results from meta-analyses of 80,607 subjects.0 aNo evidence for genomewide interactions on plasma fibrinogen by c2014 ae1111560 v93 aPlasma fibrinogen is an acute phase protein playing an important role in the blood coagulation cascade having strong associations with smoking, alcohol consumption and body mass index (BMI). Genome-wide association studies (GWAS) have identified a variety of gene regions associated with elevated plasma fibrinogen concentrations. However, little is yet known about how associations between environmental factors and fibrinogen might be modified by genetic variation. Therefore, we conducted large-scale meta-analyses of genome-wide interaction studies to identify possible interactions of genetic variants and smoking status, alcohol consumption or BMI on fibrinogen concentration. The present study included 80,607 subjects of European ancestry from 22 studies. Genome-wide interaction analyses were performed separately in each study for about 2.6 million single nucleotide polymorphisms (SNPs) across the 22 autosomal chromosomes. For each SNP and risk factor, we performed a linear regression under an additive genetic model including an interaction term between SNP and risk factor. Interaction estimates were meta-analysed using a fixed-effects model. No genome-wide significant interaction with smoking status, alcohol consumption or BMI was observed in the meta-analyses. The most suggestive interaction was found for smoking and rs10519203, located in the LOC123688 region on chromosome 15, with a p value of 6.2 × 10(-8). This large genome-wide interaction study including 80,607 participants found no strong evidence of interaction between genetic variants and smoking status, alcohol consumption or BMI on fibrinogen concentrations. Further studies are needed to yield deeper insight in the interplay between environmental factors and gene variants on the regulation of fibrinogen concentrations.
10aAlcohol Drinking10aBody Mass Index10aFibrinogen10aGene-Environment Interaction10aGenomics10aHumans10aSmoking1 aBaumert, Jens1 aHuang, Jie1 aMcKnight, Barbara1 aSabater-Lleal, Maria1 aSteri, Maristella1 aChu, Audrey, Y1 aTrompet, Stella1 aLopez, Lorna, M1 aFornage, Myriam1 aTeumer, Alexander1 aTang, Weihong1 aRudnicka, Alicja, R1 aMälarstig, Anders1 aHottenga, Jouke-Jan1 aKavousi, Maryam1 aLahti, Jari1 aTanaka, Toshiko1 aHayward, Caroline1 aHuffman, Jennifer, E1 aMorange, Pierre-Emmanuel1 aRose, Lynda, M1 aBasu, Saonli1 aRumley, Ann1 aStott, David, J1 aBuckley, Brendan, M1 ade Craen, Anton, J M1 aSanna, Serena1 aMasala, Marco1 aBiffar, Reiner1 aHomuth, Georg1 aSilveira, Angela1 aSennblad, Bengt1 aGoel, Anuj1 aWatkins, Hugh1 aMüller-Nurasyid, Martina1 aRückerl, Regina1 aTaylor, Kent1 aChen, Ming-Huei1 aGeus, Eco, J C1 aHofman, Albert1 aWitteman, Jacqueline, C M1 ade Maat, Moniek, P M1 aPalotie, Aarno1 aDavies, Gail1 aSiscovick, David, S1 aKolcic, Ivana1 aWild, Sarah, H1 aSong, Jaejoon1 aMcArdle, Wendy, L1 aFord, Ian1 aSattar, Naveed1 aSchlessinger, David1 aGrotevendt, Anne1 aFranzosi, Maria Grazia1 aIllig, Thomas1 aWaldenberger, Melanie1 aLumley, Thomas1 aTofler, Geoffrey, H1 aWillemsen, Gonneke1 aUitterlinden, André, G1 aRivadeneira, Fernando1 aRäikkönen, Katri1 aChasman, Daniel, I1 aFolsom, Aaron, R1 aLowe, Gordon, D1 aWestendorp, Rudi, G J1 aSlagboom, Eline1 aCucca, Francesco1 aWallaschofski, Henri1 aStrawbridge, Rona, J1 aSeedorf, Udo1 aKoenig, Wolfgang1 aBis, Joshua, C1 aMukamal, Kenneth, J1 avan Dongen, Jenny1 aWiden, Elisabeth1 aFranco, Oscar, H1 aStarr, John, M1 aLiu, Kiang1 aFerrucci, Luigi1 aPolasek, Ozren1 aWilson, James, F1 aOudot-Mellakh, Tiphaine1 aCampbell, Harry1 aNavarro, Pau1 aBandinelli, Stefania1 aEriksson, Johan1 aBoomsma, Dorret, I1 aDehghan, Abbas1 aClarke, Robert1 aHamsten, Anders1 aBoerwinkle, Eric1 aJukema, Wouter1 aNaitza, Silvia1 aRidker, Paul, M1 aVölzke, Henry1 aDeary, Ian, J1 aReiner, Alexander, P1 aTrégouët, David-Alexandre1 aO'Donnell, Christopher, J1 aStrachan, David, P1 aPeters, Annette1 aSmith, Nicholas, L uhttps://chs-nhlbi.org/node/666705818nas a2201705 4500008004100000022001400041245009600055210006900151260001600220300001100236490000700247520107200254100002201326700002301348700002501371700002001396700002501416700002201441700001801463700002201481700002501503700002001528700002301548700002001571700003001591700001901621700002301640700002201663700001701685700001901702700001801721700001901739700001901758700002801777700001601805700002401821700002001845700002401865700002001889700002301909700001801932700001701950700001901967700002701986700001802013700001902031700001702050700001502067700001602082700002102098700002302119700001602142700002202158700002502180700002102205700001802226700002002244700002502264700001302289700002002302700002402322700001802346700002002364700002302384700002302407700002102430700002502451700002402476700001602500700003202516700002002548700002102568700002202589700002402611700002002635700002102655700002502676700001902701700002002720700002802740700001902768700001902787700001702806700002602823700001802849700002202867700001502889700002002904700002702924700001502951700002002966700002102986700001903007700002303026700001903049700002303068700001703091700002003108700002003128700002603148700002203174700002003196700001803216700002103234700002003255700002303275700001703298700001903315700002803334700002003362700001903382700002103401700001903422700001603441700002903457700002103486700002403507700002003531700002003551700002303571700001903594700001803613700002103631700002103652700001903673700002003692700002103712700002003733700002403753700002103777700001903798700002303817700002203840700002103862700001903883700001803902700002003920700002103940700002003961700003003981700002304011700002304034700001904057856003604076 2016 eng d a1460-208300aA meta-analysis of 120 246 individuals identifies 18 new loci for fibrinogen concentration.0 ametaanalysis of 120 246 individuals identifies 18 new loci for f c2016 Jan 15 a358-700 v253 aGenome-wide association studies have previously identified 23 genetic loci associated with circulating fibrinogen concentration. These studies used HapMap imputation and did not examine the X-chromosome. 1000 Genomes imputation provides better coverage of uncommon variants, and includes indels. We conducted a genome-wide association analysis of 34 studies imputed to the 1000 Genomes Project reference panel and including ∼120 000 participants of European ancestry (95 806 participants with data on the X-chromosome). Approximately 10.7 million single-nucleotide polymorphisms and 1.2 million indels were examined. We identified 41 genome-wide significant fibrinogen loci; of which, 18 were newly identified. There were no genome-wide significant signals on the X-chromosome. The lead variants of five significant loci were indels. We further identified six additional independent signals, including three rare variants, at two previously characterized loci: FGB and IRF1. Together the 41 loci explain 3% of the variance in plasma fibrinogen concentration.
1 ade Vries, Paul, S1 aChasman, Daniel, I1 aSabater-Lleal, Maria1 aChen, Ming-Huei1 aHuffman, Jennifer, E1 aSteri, Maristella1 aTang, Weihong1 aTeumer, Alexander1 aMarioni, Riccardo, E1 aGrossmann, Vera1 aHottenga, Jouke, J1 aTrompet, Stella1 aMüller-Nurasyid, Martina1 aZhao, Jing Hua1 aBrody, Jennifer, A1 aKleber, Marcus, E1 aGuo, Xiuqing1 aWang, Jie, Jin1 aAuer, Paul, L1 aAttia, John, R1 aYanek, Lisa, R1 aAhluwalia, Tarunveer, S1 aLahti, Jari1 aVenturini, Cristina1 aTanaka, Toshiko1 aBielak, Lawrence, F1 aJoshi, Peter, K1 aRocanin-Arjo, Ares1 aKolcic, Ivana1 aNavarro, Pau1 aRose, Lynda, M1 aOldmeadow, Christopher1 aRiess, Helene1 aMazur, Johanna1 aBasu, Saonli1 aGoel, Anuj1 aYang, Qiong1 aGhanbari, Mohsen1 aWillemsen, Gonneke1 aRumley, Ann1 aFiorillo, Edoardo1 ade Craen, Anton, J M1 aGrotevendt, Anne1 aScott, Robert1 aTaylor, Kent, D1 aDelgado, Graciela, E1 aYao, Jie1 aKifley, Annette1 aKooperberg, Charles1 aQayyum, Rehan1 aLopez, Lorna, M1 aBerentzen, Tina, L1 aRäikkönen, Katri1 aMangino, Massimo1 aBandinelli, Stefania1 aPeyser, Patricia, A1 aWild, Sarah1 aTrégouët, David-Alexandre1 aWright, Alan, F1 aMarten, Jonathan1 aZemunik, Tatijana1 aMorrison, Alanna, C1 aSennblad, Bengt1 aTofler, Geoffrey1 ade Maat, Moniek, P M1 aGeus, Eco, J C1 aLowe, Gordon, D1 aZoledziewska, Magdalena1 aSattar, Naveed1 aBinder, Harald1 aVölker, Uwe1 aWaldenberger, Melanie1 aKhaw, Kay-Tee1 aMcKnight, Barbara1 aHuang, Jie1 aJenny, Nancy, S1 aHolliday, Elizabeth, G1 aQi, Lihong1 aMcevoy, Mark, G1 aBecker, Diane, M1 aStarr, John, M1 aSarin, Antti-Pekka1 aHysi, Pirro, G1 aHernandez, Dena, G1 aJhun, Min, A1 aCampbell, Harry1 aHamsten, Anders1 aRivadeneira, Fernando1 aMcArdle, Wendy, L1 aSlagboom, Eline1 aZeller, Tanja1 aKoenig, Wolfgang1 aPsaty, Bruce, M1 aHaritunians, Talin1 aLiu, Jingmin1 aPalotie, Aarno1 aUitterlinden, André, G1 aStott, David, J1 aHofman, Albert1 aFranco, Oscar, H1 aPolasek, Ozren1 aRudan, Igor1 aMorange, Pierre-Emmanuel1 aWilson, James, F1 aKardia, Sharon, L R1 aFerrucci, Luigi1 aSpector, Tim, D1 aEriksson, Johan, G1 aHansen, Torben1 aDeary, Ian, J1 aBecker, Lewis, C1 aScott, Rodney, J1 aMitchell, Paul1 aMärz, Winfried1 aWareham, Nick, J1 aPeters, Annette1 aGreinacher, Andreas1 aWild, Philipp, S1 aJukema, Wouter1 aBoomsma, Dorret, I1 aHayward, Caroline1 aCucca, Francesco1 aTracy, Russell1 aWatkins, Hugh1 aReiner, Alex, P1 aFolsom, Aaron, R1 aRidker, Paul, M1 aO'Donnell, Christopher, J1 aSmith, Nicholas, L1 aStrachan, David, P1 aDehghan, Abbas uhttps://chs-nhlbi.org/node/693604941nas a2201165 4500008004100000022001400041245010700055210006900162260000900231300001300240490000700253520165900260100002201919700002501941700002301966700002001989700002802009700002202037700002202059700002002081700001902101700001902120700002502139700002202164700001802186700001502204700002002219700002302239700002402262700002002286700001902306700002702325700001902352700001702371700002302388700001602411700002002427700002302447700001602470700002102486700002502507700002102532700002002553700002502573700002002598700002002618700002302638700002102661700002502682700002402707700002002731700002102751700002502772700002502797700002002822700002802842700001902870700002102889700001702910700002202927700001502949700002702964700002002991700001903011700001903030700002303049700001703072700002603089700002203115700002003137700001803157700002003175700002803195700001903223700002003242700001903262700001903281700002103300700002203321700002003343700002003363700001803383700002003401700002403421700002103445700002103466700002303487700001803510700001803528700002003546700001903566700002103585700001903606700001903625700003003644700002303674700002303697700001903720856003603739 2017 eng d a1932-620300aComparison of HapMap and 1000 Genomes Reference Panels in a Large-Scale Genome-Wide Association Study.0 aComparison of HapMap and 1000 Genomes Reference Panels in a Larg c2017 ae01677420 v123 aAn increasing number of genome-wide association (GWA) studies are now using the higher resolution 1000 Genomes Project reference panel (1000G) for imputation, with the expectation that 1000G imputation will lead to the discovery of additional associated loci when compared to HapMap imputation. In order to assess the improvement of 1000G over HapMap imputation in identifying associated loci, we compared the results of GWA studies of circulating fibrinogen based on the two reference panels. Using both HapMap and 1000G imputation we performed a meta-analysis of 22 studies comprising the same 91,953 individuals. We identified six additional signals using 1000G imputation, while 29 loci were associated using both HapMap and 1000G imputation. One locus identified using HapMap imputation was not significant using 1000G imputation. The genome-wide significance threshold of 5×10-8 is based on the number of independent statistical tests using HapMap imputation, and 1000G imputation may lead to further independent tests that should be corrected for. When using a stricter Bonferroni correction for the 1000G GWA study (P-value < 2.5×10-8), the number of loci significant only using HapMap imputation increased to 4 while the number of loci significant only using 1000G decreased to 5. In conclusion, 1000G imputation enabled the identification of 20% more loci than HapMap imputation, although the advantage of 1000G imputation became less clear when a stricter Bonferroni correction was used. More generally, our results provide insights that are applicable to the implementation of other dense reference panels that are under development.
1 ade Vries, Paul, S1 aSabater-Lleal, Maria1 aChasman, Daniel, I1 aTrompet, Stella1 aAhluwalia, Tarunveer, S1 aTeumer, Alexander1 aKleber, Marcus, E1 aChen, Ming-Huei1 aWang, Jie, Jin1 aAttia, John, R1 aMarioni, Riccardo, E1 aSteri, Maristella1 aWeng, Lu-Chen1 aPool, Rene1 aGrossmann, Vera1 aBrody, Jennifer, A1 aVenturini, Cristina1 aTanaka, Toshiko1 aRose, Lynda, M1 aOldmeadow, Christopher1 aMazur, Johanna1 aBasu, Saonli1 aFrånberg, Mattias1 aYang, Qiong1 aLigthart, Symen1 aHottenga, Jouke, J1 aRumley, Ann1 aMulas, Antonella1 ade Craen, Anton, J M1 aGrotevendt, Anne1 aTaylor, Kent, D1 aDelgado, Graciela, E1 aKifley, Annette1 aLopez, Lorna, M1 aBerentzen, Tina, L1 aMangino, Massimo1 aBandinelli, Stefania1 aMorrison, Alanna, C1 aHamsten, Anders1 aTofler, Geoffrey1 ade Maat, Moniek, P M1 aDraisma, Harmen, H M1 aLowe, Gordon, D1 aZoledziewska, Magdalena1 aSattar, Naveed1 aLackner, Karl, J1 aVölker, Uwe1 aMcKnight, Barbara1 aHuang, Jie1 aHolliday, Elizabeth, G1 aMcEvoy, Mark, A1 aStarr, John, M1 aHysi, Pirro, G1 aHernandez, Dena, G1 aGuan, Weihua1 aRivadeneira, Fernando1 aMcArdle, Wendy, L1 aSlagboom, Eline1 aZeller, Tanja1 aPsaty, Bruce, M1 aUitterlinden, André, G1 aGeus, Eco, J C1 aStott, David, J1 aBinder, Harald1 aHofman, Albert1 aFranco, Oscar, H1 aRotter, Jerome, I1 aFerrucci, Luigi1 aSpector, Tim, D1 aDeary, Ian, J1 aMärz, Winfried1 aGreinacher, Andreas1 aWild, Philipp, S1 aCucca, Francesco1 aBoomsma, Dorret, I1 aWatkins, Hugh1 aTang, Weihong1 aRidker, Paul, M1 aJukema, Jan, W1 aScott, Rodney, J1 aMitchell, Paul1 aHansen, Torben1 aO'Donnell, Christopher, J1 aSmith, Nicholas, L1 aStrachan, David, P1 aDehghan, Abbas uhttps://chs-nhlbi.org/node/734309668nas a2203061 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2017 eng d a1546-171800aExome-wide association study of plasma lipids in >300,000 individuals.0 aExomewide association study of plasma lipids in 300000 individua c2017 Dec a1758-17660 v493 aWe screened variants on an exome-focused genotyping array in >300,000 participants (replication in >280,000 participants) and identified 444 independent variants in 250 loci significantly associated with total cholesterol (TC), high-density-lipoprotein cholesterol (HDL-C), low-density-lipoprotein cholesterol (LDL-C), and/or triglycerides (TG). At two loci (JAK2 and A1CF), experimental analysis in mice showed lipid changes consistent with the human data. We also found that: (i) beta-thalassemia trait carriers displayed lower TC and were protected from coronary artery disease (CAD); (ii) excluding the CETP locus, there was not a predictable relationship between plasma HDL-C and risk for age-related macular degeneration; (iii) only some mechanisms of lowering LDL-C appeared to increase risk for type 2 diabetes (T2D); and (iv) TG-lowering alleles involved in hepatic production of TG-rich lipoproteins (TM6SF2 and PNPLA3) tracked with higher liver fat, higher risk for T2D, and lower risk for CAD, whereas TG-lowering alleles involved in peripheral lipolysis (LPL and ANGPTL4) had no effect on liver fat but decreased risks for both T2D and CAD.
10aCoronary Artery Disease10aDiabetes Mellitus, Type 210aExome10aGenetic Association Studies10aGenetic Predisposition to Disease10aGenetic Variation10aGenotype10aHumans10aLipids10aMacular Degeneration10aPhenotype10aRisk Factors1 aLiu, Dajiang, J1 aPeloso, Gina, M1 aYu, Haojie1 aButterworth, Adam, S1 aWang, Xiao1 aMahajan, Anubha1 aSaleheen, Danish1 aEmdin, Connor1 aAlam, Dewan1 aAlves, Alexessander, Couto1 aAmouyel, Philippe1 aDi Angelantonio, Emanuele1 aArveiler, Dominique1 aAssimes, Themistocles, L1 aAuer, Paul, L1 aBaber, Usman1 aBallantyne, Christie, M1 aBang, Lia, E1 aBenn, Marianne1 aBis, Joshua, C1 aBoehnke, Michael1 aBoerwinkle, Eric1 aBork-Jensen, Jette1 aBottinger, Erwin, P1 aBrandslund, Ivan1 aBrown, Morris1 aBusonero, Fabio1 aCaulfield, Mark, J1 aChambers, John, C1 aChasman, Daniel, I1 aChen, Eugene1 aChen, Yii-Der Ida1 aChowdhury, Raj1 aChristensen, Cramer1 aChu, Audrey, Y1 aConnell, John, M1 aCucca, Francesco1 aCupples, Adrienne, L1 aDamrauer, Scott, M1 aDavies, Gail1 aDeary, Ian, J1 aDedoussis, George1 aDenny, Joshua, C1 aDominiczak, Anna1 aDubé, Marie-Pierre1 aEbeling, Tapani1 aEiriksdottir, Gudny1 aEsko, Tõnu1 aFarmaki, Aliki-Eleni1 aFeitosa, Mary, F1 aFerrario, Marco1 aFerrieres, Jean1 aFord, Ian1 aFornage, Myriam1 aFranks, Paul, W1 aFrayling, Timothy, M1 aFrikke-Schmidt, Ruth1 aFritsche, Lars, G1 aFrossard, Philippe1 aFuster, Valentin1 aGanesh, Santhi, K1 aGao, Wei1 aGarcia, Melissa, E1 aGieger, Christian1 aGiulianini, Franco1 aGoodarzi, Mark, O1 aGrallert, Harald1 aGrarup, Niels1 aGroop, Leif1 aGrove, Megan, L1 aGudnason, Vilmundur1 aHansen, Torben1 aHarris, Tamara, B1 aHayward, Caroline1 aHirschhorn, Joel, N1 aHolmen, Oddgeir, L1 aHuffman, Jennifer1 aHuo, Yong1 aHveem, Kristian1 aJabeen, Sehrish1 aJackson, Anne, U1 aJakobsdottir, Johanna1 aJarvelin, Marjo-Riitta1 aJensen, Gorm, B1 aJørgensen, Marit, E1 aJukema, Wouter1 aJustesen, Johanne, M1 aKamstrup, Pia, R1 aKanoni, Stavroula1 aKarpe, Fredrik1 aKee, Frank1 aKhera, Amit, V1 aKlarin, Derek1 aKoistinen, Heikki, A1 aKooner, Jaspal, S1 aKooperberg, Charles1 aKuulasmaa, Kari1 aKuusisto, Johanna1 aLaakso, Markku1 aLakka, Timo1 aLangenberg, Claudia1 aLangsted, Anne1 aLauner, Lenore, J1 aLauritzen, Torsten1 aLiewald, David, C M1 aLin, Li, An1 aLinneberg, Allan1 aLoos, Ruth, J F1 aLu, Yingchang1 aLu, Xiangfeng1 aMägi, Reedik1 aMälarstig, Anders1 aManichaikul, Ani1 aManning, Alisa, K1 aMäntyselkä, Pekka1 aMarouli, Eirini1 aMasca, Nicholas, G D1 aMaschio, Andrea1 aMeigs, James, B1 aMelander, Olle1 aMetspalu, Andres1 aMorris, Andrew, P1 aMorrison, Alanna, C1 aMulas, Antonella1 aMüller-Nurasyid, Martina1 aMunroe, Patricia, B1 aNeville, Matt, J1 aNielsen, Jonas, B1 aNielsen, Sune, F1 aNordestgaard, Børge, G1 aOrdovas, Jose, M1 aMehran, Roxana1 aO'Donnell, Christoper, J1 aOrho-Melander, Marju1 aMolony, Cliona, M1 aMuntendam, Pieter1 aPadmanabhan, Sandosh1 aPalmer, Colin, N A1 aPasko, Dorota1 aPatel, Aniruddh, P1 aPedersen, Oluf1 aPerola, Markus1 aPeters, Annette1 aPisinger, Charlotta1 aPistis, Giorgio1 aPolasek, Ozren1 aPoulter, Neil1 aPsaty, Bruce, M1 aRader, Daniel, J1 aRasheed, Asif1 aRauramaa, Rainer1 aReilly, Dermot, F1 aReiner, Alex, P1 aRenstrom, Frida1 aRich, Stephen, S1 aRidker, Paul, M1 aRioux, John, D1 aRobertson, Neil, R1 aRoden, Dan, M1 aRotter, Jerome, I1 aRudan, Igor1 aSalomaa, Veikko1 aSamani, Nilesh, J1 aSanna, Serena1 aSattar, Naveed1 aSchmidt, Ellen, M1 aScott, Robert, A1 aSever, Peter1 aSevilla, Raquel, S1 aShaffer, Christian, M1 aSim, Xueling1 aSivapalaratnam, Suthesh1 aSmall, Kerrin, S1 aSmith, Albert, V1 aSmith, Blair, H1 aSomayajula, Sangeetha1 aSoutham, Lorraine1 aSpector, Timothy, D1 aSpeliotes, Elizabeth, K1 aStarr, John, M1 aStirrups, Kathleen, E1 aStitziel, Nathan1 aStrauch, Konstantin1 aStringham, Heather, M1 aSurendran, Praveen1 aTada, Hayato1 aTall, Alan, R1 aTang, Hua1 aTardif, Jean-Claude1 aTaylor, Kent, D1 aTrompet, Stella1 aTsao, Philip, S1 aTuomilehto, Jaakko1 aTybjaerg-Hansen, Anne1 avan Zuydam, Natalie, R1 aVarbo, Anette1 aVarga, Tibor, V1 aVirtamo, Jarmo1 aWaldenberger, Melanie1 aWang, Nan1 aWareham, Nick, J1 aWarren, Helen, R1 aWeeke, Peter, E1 aWeinstock, Joshua1 aWessel, Jennifer1 aWilson, James, G1 aWilson, Peter, W F1 aXu, Ming1 aYaghootkar, Hanieh1 aYoung, Robin1 aZeggini, Eleftheria1 aZhang, He1 aZheng, Neil, S1 aZhang, Weihua1 aZhang, Yan1 aZhou, Wei1 aZhou, Yanhua1 aZoledziewska, Magdalena1 aHowson, Joanna, M M1 aDanesh, John1 aMcCarthy, Mark, I1 aCowan, Chad, A1 aAbecasis, Goncalo1 aDeloukas, Panos1 aMusunuru, Kiran1 aWiller, Cristen, J1 aKathiresan, Sekar1 aCharge Diabetes Working Group1 aEPIC-InterAct Consortium1 aEPIC-CVD Consortium1 aGOLD Consortium1 aVA Million Veteran Program uhttps://chs-nhlbi.org/node/757311080nas a2202833 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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/759610328nas a2203505 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2018 eng d a1546-171800aGenetic analysis of over 1 million people identifies 535 new loci associated with blood pressure traits.0 aGenetic analysis of over 1 million people identifies 535 new loc c2018 Oct a1412-14250 v503 aHigh blood pressure is a highly heritable and modifiable risk factor for cardiovascular disease. We report the largest genetic association study of blood pressure traits (systolic, diastolic and pulse pressure) to date in over 1 million people of European ancestry. We identify 535 novel blood pressure loci that not only offer new biological insights into blood pressure regulation but also highlight shared genetic architecture between blood pressure and lifestyle exposures. Our findings identify new biological pathways for blood pressure regulation with potential for improved cardiovascular disease prevention in the future.
1 aEvangelou, Evangelos1 aWarren, Helen, R1 aMosen-Ansorena, David1 aMifsud, Borbala1 aPazoki, Raha1 aGao, He1 aNtritsos, Georgios1 aDimou, Niki1 aCabrera, Claudia, P1 aKaraman, Ibrahim1 aNg, Fu, Liang1 aEvangelou, Marina1 aWitkowska, Katarzyna1 aTzanis, Evan1 aHellwege, Jacklyn, N1 aGiri, Ayush1 aEdwards, Digna, R Velez1 aSun, Yan, V1 aCho, Kelly1 aGaziano, Michael1 aWilson, Peter, W F1 aTsao, Philip, S1 aKovesdy, Csaba, P1 aEsko, Tõnu1 aMägi, Reedik1 aMilani, Lili1 aAlmgren, Peter1 aBoutin, Thibaud1 aDebette, Stephanie1 aDing, Jun1 aGiulianini, Franco1 aHolliday, Elizabeth, G1 aJackson, Anne, U1 aLi-Gao, Ruifang1 aLin, Wei-Yu1 aLuan, Jian'an1 aMangino, Massimo1 aOldmeadow, Christopher1 aPrins, Bram, Peter1 aQian, Yong1 aSargurupremraj, Muralidharan1 aShah, Nabi1 aSurendran, Praveen1 aThériault, Sébastien1 aVerweij, Niek1 aWillems, Sara, M1 aZhao, Jing-Hua1 aAmouyel, Philippe1 aConnell, John1 ade Mutsert, Renée1 aDoney, Alex, S F1 aFarrall, Martin1 aMenni, Cristina1 aMorris, Andrew, D1 aNoordam, Raymond1 aParé, Guillaume1 aPoulter, Neil, R1 aShields, Denis, C1 aStanton, Alice1 aThom, Simon1 aAbecasis, Goncalo1 aAmin, Najaf1 aArking, Dan, E1 aAyers, Kristin, L1 aBarbieri, Caterina, M1 aBatini, Chiara1 aBis, Joshua, C1 aBlake, Tineka1 aBochud, Murielle1 aBoehnke, Michael1 aBoerwinkle, Eric1 aBoomsma, Dorret, I1 aBottinger, Erwin, P1 aBraund, Peter, S1 aBrumat, Marco1 aCampbell, Archie1 aCampbell, Harry1 aChakravarti, Aravinda1 aChambers, John, C1 aChauhan, Ganesh1 aCiullo, Marina1 aCocca, Massimiliano1 aCollins, Francis1 aCordell, Heather, J1 aDavies, Gail1 ade Borst, Martin, H1 ade Geus, Eco, J1 aDeary, Ian, J1 aDeelen, Joris1 aM, Fabiola, del Greco1 aDemirkale, Cumhur, Yusuf1 aDörr, Marcus1 aEhret, Georg, B1 aElosua, Roberto1 aEnroth, Stefan1 aErzurumluoglu, Mesut1 aFerreira, Teresa1 aFrånberg, Mattias1 aFranco, Oscar, H1 aGandin, Ilaria1 aGasparini, Paolo1 aGiedraitis, Vilmantas1 aGieger, Christian1 aGirotto, Giorgia1 aGoel, Anuj1 aGow, Alan, J1 aGudnason, 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aStrawbridge, Rona, J1 aSundström, Johan1 aSwertz, Morris, A1 aTaylor, Kent, D1 aTeumer, Alexander1 aTobin, Martin, D1 aTomaszewski, Maciej1 aToniolo, Daniela1 aTraglia, Michela1 aTrompet, Stella1 aTuomilehto, Jaakko1 aTzourio, Christophe1 aUitterlinden, André, G1 aVaez, Ahmad1 avan der Most, Peter, J1 aDuijn, Cornelia, M1 aVergnaud, Anne-Claire1 aVerwoert, Germaine, C1 aVitart, Veronique1 aVölker, Uwe1 aVollenweider, Peter1 aVuckovic, Dragana1 aWatkins, Hugh1 aWild, Sarah, H1 aWillemsen, Gonneke1 aWilson, James, F1 aWright, Alan, F1 aYao, Jie1 aZemunik, Tatijana1 aZhang, Weihua1 aAttia, John, R1 aButterworth, Adam, S1 aChasman, Daniel, I1 aConen, David1 aCucca, Francesco1 aDanesh, John1 aHayward, Caroline1 aHowson, Joanna, M M1 aLaakso, Markku1 aLakatta, Edward, G1 aLangenberg, Claudia1 aMelander, Olle1 aMook-Kanamori, Dennis, O1 aPalmer, Colin, N A1 aRisch, Lorenz1 aScott, Robert, A1 aScott, Rodney, J1 aSever, Peter1 aSpector, Tim, D1 aHarst, Pim1 aWareham, Nicholas, J1 aZeggini, 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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/792005787nas a2201681 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2018 eng d a2041-172300aGenome-wide analyses identify a role for SLC17A4 and AADAT in thyroid hormone regulation.0 aGenomewide analyses identify a role for SLC17A4 and AADAT in thy c2018 10 26 a44550 v93 aThyroid dysfunction is an important public health problem, which affects 10% of the general population and increases the risk of cardiovascular morbidity and mortality. Many aspects of thyroid hormone regulation have only partly been elucidated, including its transport, metabolism, and genetic determinants. Here we report a large meta-analysis of genome-wide association studies for thyroid function and dysfunction, testing 8 million genetic variants in up to 72,167 individuals. One-hundred-and-nine independent genetic variants are associated with these traits. A genetic risk score, calculated to assess their combined effects on clinical end points, shows significant associations with increased risk of both overt (Graves' disease) and subclinical thyroid disease, as well as clinical complications. By functional follow-up on selected signals, we identify a novel thyroid hormone transporter (SLC17A4) and a metabolizing enzyme (AADAT). Together, these results provide new knowledge about thyroid hormone physiology and disease, opening new possibilities for therapeutic targets.
1 aTeumer, Alexander1 aChaker, Layal1 aGroeneweg, Stefan1 aLi, Yong1 aDi Munno, Celia1 aBarbieri, Caterina1 aSchultheiss, Ulla, T1 aTraglia, Michela1 aAhluwalia, Tarunveer, S1 aAkiyama, Masato1 aAppel, Emil, Vincent R1 aArking, Dan, E1 aArnold, Alice1 aAstrup, Arne1 aBeekman, Marian1 aBeilby, John, P1 aBekaert, Sofie1 aBoerwinkle, Eric1 aBrown, Suzanne, J1 aDe Buyzere, Marc1 aCampbell, Purdey, J1 aCeresini, Graziano1 aCerqueira, Charlotte1 aCucca, Francesco1 aDeary, Ian, J1 aDeelen, Joris1 aEckardt, Kai-Uwe1 aEkici, Arif, B1 aEriksson, Johan, G1 aFerrrucci, Luigi1 aFiers, Tom1 aFiorillo, Edoardo1 aFord, Ian1 aFox, Caroline, S1 aFuchsberger, Christian1 aGalesloot, Tessel, E1 aGieger, Christian1 aGögele, Martin1 aDe Grandi, Alessandro1 aGrarup, Niels1 aGreiser, Karin, Halina1 aHaljas, Kadri1 aHansen, Torben1 aHarris, Sarah, E1 avan Heemst, Diana1 aHeijer, Martin, den1 aHicks, Andrew, A1 aHollander, Wouter, den1 aHomuth, Georg1 aHui, Jennie1 aIkram, Arfan, M1 aIttermann, Till1 aJensen, Richard, A1 aJing, Jiaojiao1 aJukema, Wouter1 aKajantie, Eero1 aKamatani, Yoichiro1 aKasbohm, Elisa1 aKaufman, Jean-Marc1 aKiemeney, Lambertus, A1 aKloppenburg, Margreet1 aKronenberg, Florian1 aKubo, Michiaki1 aLahti, Jari1 aLapauw, Bruno1 aLi, Shuo1 aLiewald, David, C M1 aLim, Ee, Mun1 aLinneberg, Allan1 aMarina, Michela1 aMascalzoni, Deborah1 aMatsuda, Koichi1 aMedenwald, Daniel1 aMeisinger, Christa1 aMeulenbelt, Ingrid1 aDe Meyer, Tim1 aMeyer zu Schwabedissen, Henriette, E1 aMikolajczyk, Rafael1 aMoed, Matthijs1 aNetea-Maier, Romana, T1 aNolte, Ilja, M1 aOkada, Yukinori1 aPala, Mauro1 aPattaro, Cristian1 aPedersen, Oluf1 aPetersmann, Astrid1 aPorcu, Eleonora1 aPostmus, Iris1 aPramstaller, Peter, P1 aPsaty, Bruce, M1 aRamos, Yolande, F M1 aRawal, Rajesh1 aRedmond, Paul1 aRichards, Brent1 aRietzschel, Ernst, R1 aRivadeneira, Fernando1 aRoef, Greet1 aRotter, Jerome, I1 aSala, Cinzia, F1 aSchlessinger, David1 aSelvin, Elizabeth1 aSlagboom, Eline1 aSoranzo, Nicole1 aSørensen, Thorkild, I A1 aSpector, Timothy, D1 aStarr, John, M1 aStott, David, J1 aTaes, Youri1 aTaliun, Daniel1 aTanaka, Toshiko1 aThuesen, Betina1 aTiller, Daniel1 aToniolo, Daniela1 aUitterlinden, André, G1 aVisser, Edward1 aWalsh, John, P1 aWilson, Scott, G1 aWolffenbuttel, Bruce, H R1 aYang, Qiong1 aZheng, Hou-Feng1 aCappola, Anne1 aPeeters, Robin, P1 aNaitza, Silvia1 aVölzke, Henry1 aSanna, Serena1 aKöttgen, Anna1 aVisser, Theo, J1 aMedici, Marco1 aLifeLines Cohort Study uhttps://chs-nhlbi.org/node/792705872nas a2201645 4500008004100000022001400041245013800055210006900193260001600262300000900278490000600287520118400293100002401477700002301501700002001524700002401544700002001568700002001588700002601608700002101634700001901655700002801674700002201702700002201724700002801746700002301774700003001797700001901827700002501846700002401871700002301895700002101918700002201939700002001961700002201981700002002003700001802023700001802041700001702059700002002076700002702096700001902123700001802142700001402160700002402174700002102198700001902219700002402238700001902262700001902281700002202300700001902322700002402341700002002365700002202385700002402407700002202431700002102453700001702474700002202491700001602513700001902529700002102548700002002569700001802589700001702607700002302624700002202647700001902669700001802688700002002706700002202726700002502748700002202773700002402795700002202819700002502841700002002866700002802886700002002914700001802934700002602952700002302978700002203001700001603023700002203039700002403061700002903085700002203114700002303136700002003159700002403179700002403203700002003227700002403247700002303271700002803294700002803322700002603350700001703376700001903393700002603412700002203438700002103460700001803481700001903499700002203518700002503540700002403565700002103589700001803610700002003628700002103648700002403669700002203693700002303715700002103738700001903759700001903778700002203797700001703819700002403836700001803860700001903878700002003897700001803917700002403935700002403959700002103983700002304004700001504027700002304042700002104065700002004086700002504106700001804131700001904149700002204168856003604190 2018 eng d a2041-172300aPR interval genome-wide association meta-analysis identifies 50 loci associated with atrial and atrioventricular electrical activity.0 aPR interval genomewide association metaanalysis identifies 50 lo c2018 Jul 25 a29040 v93 aElectrocardiographic PR interval measures atrio-ventricular depolarization and conduction, and abnormal PR interval is a risk factor for atrial fibrillation and heart block. Our genome-wide association study of over 92,000 European-descent individuals identifies 44 PR interval loci (34 novel). Examination of these loci reveals known and previously not-yet-reported biological processes involved in cardiac atrial electrical activity. Genes in these loci are over-represented in cardiac disease processes including heart block and atrial fibrillation. Variants in over half of the 44 loci were associated with atrial or blood transcript expression levels, or were in high linkage disequilibrium with missense variants. Six additional loci were identified either by meta-analysis of ~105,000 African and European-descent individuals and/or by pleiotropic analyses combining PR interval with heart rate, QRS interval, and atrial fibrillation. These findings implicate developmental pathways, and identify transcription factors, ion-channel genes, and cell-junction/cell-signaling proteins in atrio-ventricular conduction, identifying potential targets for drug development.
1 avan Setten, Jessica1 aBrody, Jennifer, A1 aJamshidi, Yalda1 aSwenson, Brenton, R1 aButler, Anne, M1 aCampbell, Harry1 aDel Greco, Fabiola, M1 aEvans, Daniel, S1 aGibson, Quince1 aGudbjartsson, Daniel, F1 aKerr, Kathleen, F1 aKrijthe, Bouwe, P1 aLyytikäinen, Leo-Pekka1 aMüller, Christian1 aMüller-Nurasyid, Martina1 aNolte, Ilja, M1 aPadmanabhan, Sandosh1 aRitchie, Marylyn, D1 aRobino, Antonietta1 aSmith, Albert, V1 aSteri, Maristella1 aTanaka, Toshiko1 aTeumer, Alexander1 aTrompet, Stella1 aUlivi, Sheila1 aVerweij, Niek1 aYin, Xiaoyan1 aArnar, David, O1 aAsselbergs, Folkert, W1 aBader, Joel, S1 aBarnard, John1 aBis, Josh1 aBlankenberg, Stefan1 aBoerwinkle, Eric1 aBradford, Yuki1 aBuckley, Brendan, M1 aChung, Mina, K1 aCrawford, Dana1 aHoed, Marcel, den1 aDenny, Josh, C1 aDominiczak, Anna, F1 aEhret, Georg, B1 aEijgelsheim, Mark1 aEllinor, Patrick, T1 aFelix, Stephan, B1 aFranco, Oscar, H1 aFranke, Lude1 aHarris, Tamara, B1 aHolm, Hilma1 aIlaria, Gandin1 aIorio, Annamaria1 aKähönen, Mika1 aKolcic, Ivana1 aKors, Jan, A1 aLakatta, Edward, G1 aLauner, Lenore, J1 aLin, Honghuang1 aLin, Henry, J1 aLoos, Ruth, J F1 aLubitz, Steven, A1 aMacfarlane, Peter, W1 aMagnani, Jared, W1 aLeach, Irene, Mateo1 aMeitinger, Thomas1 aMitchell, Braxton, D1 aMünzel, Thomas1 aPapanicolaou, George, J1 aPeters, Annette1 aPfeufer, Arne1 aPramstaller, Peter, P1 aRaitakari, Olli, T1 aRotter, Jerome, I1 aRudan, Igor1 aSamani, Nilesh, J1 aSchlessinger, David1 aAldana, Claudia, T Silva1 aSinner, Moritz, F1 aSmith, Jonathan, D1 aSnieder, Harold1 aSoliman, Elsayed, Z1 aSpector, Timothy, D1 aStott, David, J1 aStrauch, Konstantin1 aTarasov, Kirill, V1 aThorsteinsdottir, Unnur1 aUitterlinden, André, G1 aVan Wagoner, David, R1 aVölker, Uwe1 aVölzke, Henry1 aWaldenberger, Melanie1 aWestra, Harm, Jan1 aWild, Philipp, S1 aZeller, Tanja1 aAlonso, Alvaro1 aAvery, Christy, L1 aBandinelli, Stefania1 aBenjamin, Emelia, J1 aCucca, Francesco1 aDörr, Marcus1 aFerrucci, Luigi1 aGasparini, Paolo1 aGudnason, Vilmundur1 aHayward, Caroline1 aHeckbert, Susan, R1 aHicks, Andrew, A1 aJukema, Wouter1 aKääb, Stefan1 aLehtimäki, Terho1 aLiu, Yongmei1 aMunroe, Patricia, B1 aParsa, Afshin1 aPolasek, Ozren1 aPsaty, Bruce, M1 aRoden, Dan, M1 aSchnabel, Renate, B1 aSinagra, Gianfranco1 aStefansson, Kari1 aStricker, Bruno, H1 aHarst, Pim1 aDuijn, Cornelia, M1 aWilson, James, F1 aGharib, Sina, A1 ade Bakker, Paul, I W1 aIsaacs, Aaron1 aArking, Dan, E1 aSotoodehnia, Nona uhttps://chs-nhlbi.org/node/781504711nas a2201357 4500008004100000022001400041245009500055210006900150260001300219300001000232490000700242520077200249100001601021700002501037700002101062700001701083700002001100700002101120700002401141700002201165700001601187700002001203700003001223700002701253700002201280700002301302700002301325700002101348700001801369700001501387700001301402700002501415700002401440700002001464700002101484700002001505700001901525700003301544700002301577700002101600700002001621700001801641700001901659700002101678700002701699700001501726700002701741700001901768700002001787700001801807700002301825700002101848700001901869700002101888700002301909700001901932700002401951700002101975700001601996700002102012700002302033700001602056700002202072700002002094700002102114700001902135700002402154700001702178700002102195700002402216700002502240700001702265700003002282700001602312700002302328700002002351700001902371700003202390700002302422700002102445700002402466700002202490700002002512700002702532700002302559700002502582700001602607700002102623700001502644700002402659700002002683700002202703700002302725700002202748700002102770700002002791700002402811700002402835700002902859700002302888700001802911700002102929700001802950700002302968700002002991700002803011700002103039700003003060700002103090700002103111710004303132710004803175710006603223710002803289856003603317 2019 eng d a1546-171800aTrans-ethnic association study of blood pressure determinants in over 750,000 individuals.0 aTransethnic association study of blood pressure determinants in c2019 Jan a51-620 v513 aIn this trans-ethnic multi-omic study, we reinterpret the genetic architecture of blood pressure to identify genes, tissues, phenomes and medication contexts of blood pressure homeostasis. We discovered 208 novel common blood pressure SNPs and 53 rare variants in genome-wide association studies of systolic, diastolic and pulse pressure in up to 776,078 participants from the Million Veteran Program (MVP) and collaborating studies, with analysis of the blood pressure clinical phenome in MVP. Our transcriptome-wide association study detected 4,043 blood pressure associations with genetically predicted gene expression of 840 genes in 45 tissues, and mouse renal single-cell RNA sequencing identified upregulated blood pressure genes in kidney tubule cells.
1 aGiri, Ayush1 aHellwege, Jacklyn, N1 aKeaton, Jacob, M1 aPark, Jihwan1 aQiu, Chengxiang1 aWarren, Helen, R1 aTorstenson, Eric, S1 aKovesdy, Csaba, P1 aSun, Yan, V1 aWilson, Otis, D1 aRobinson-Cohen, Cassianne1 aRoumie, Christianne, L1 aChung, Cecilia, P1 aBirdwell, Kelly, A1 aDamrauer, Scott, M1 aDuVall, Scott, L1 aKlarin, Derek1 aCho, Kelly1 aWang, Yu1 aEvangelou, Evangelos1 aCabrera, Claudia, P1 aWain, Louise, V1 aShrestha, Rojesh1 aMautz, Brian, S1 aAkwo, Elvis, A1 aSargurupremraj, Muralidharan1 aDebette, Stephanie1 aBoehnke, Michael1 aScott, Laura, J1 aLuan, Jian'an1 aZhao, Jing-Hua1 aWillems, Sara, M1 aThériault, Sébastien1 aShah, Nabi1 aOldmeadow, Christopher1 aAlmgren, Peter1 aLi-Gao, Ruifang1 aVerweij, Niek1 aBoutin, Thibaud, S1 aMangino, Massimo1 aNtalla, Ioanna1 aFeofanova, Elena1 aSurendran, Praveen1 aCook, James, P1 aKarthikeyan, Savita1 aLahrouchi, Najim1 aLiu, Chunyu1 aSepúlveda, Nuno1 aRichardson, Tom, G1 aKraja, Aldi1 aAmouyel, Philippe1 aFarrall, Martin1 aPoulter, Neil, R1 aLaakso, Markku1 aZeggini, Eleftheria1 aSever, Peter1 aScott, Robert, A1 aLangenberg, Claudia1 aWareham, Nicholas, J1 aConen, David1 aPalmer, Colin, Neil Alexa1 aAttia, John1 aChasman, Daniel, I1 aRidker, Paul, M1 aMelander, Olle1 aMook-Kanamori, Dennis, Owen1 avan der Harst, Pim1 aCucca, Francesco1 aSchlessinger, David1 aHayward, Caroline1 aSpector, Tim, D1 aJarvelin, Marjo-Riitta1 aHennig, Branwen, J1 aTimpson, Nicholas, J1 aWei, Wei-Qi1 aSmith, Joshua, C1 aXu, Yaomin1 aMatheny, Michael, E1 aSiew, Edward, E1 aLindgren, Cecilia1 aHerzig, Karl-Heinz1 aDedoussis, George1 aDenny, Joshua, C1 aPsaty, Bruce, M1 aHowson, Joanna, M M1 aMunroe, Patricia, B1 aNewton-Cheh, Christopher1 aCaulfield, Mark, J1 aElliott, Paul1 aGaziano, Michael1 aConcato, John1 aWilson, Peter, W F1 aTsao, Philip, S1 aEdwards, Digna, R Velez1 aSusztak, Katalin1 aO'Donnell, Christopher, J1 aHung, Adriana, M1 aEdwards, Todd, L1 aUnderstanding Society Scientific Group1 aInternational Consortium for Blood Pressure1 aBlood Pressure-International Consortium of Exome Chip Studies1 aMillion Veteran Program uhttps://chs-nhlbi.org/node/791407958nas a2202377 4500008004100000022001400041245011500055210006900170260001600239300000900255490000700264520122900271100001901500700001801519700002501537700002401562700002701586700002201613700002201635700002101657700002201678700002301700700002001723700002101743700002201764700002101786700002201807700002401829700002101853700002001874700001801894700001901912700001601931700002401947700003201971700002902003700002002032700002902052700002602081700002002107700002002127700002202147700002602169700001602195700002002211700002102231700001902252700001502271700002502286700002202311700002702333700002202360700002202382700002402404700001802428700002002446700002502466700001802491700001702509700002302526700002102549700002502570700002202595700002302617700001902640700002302659700002602682700001702708700001802725700002702743700002602770700002202796700002802818700002302846700002602869700002002895700002002915700002102935700001802956700001702974700002302991700001903014700002403033700002203057700002203079700002103101700002403122700002003146700002403166700002303190700001903213700001303232700001803245700002203263700003003285700002003315700002603335700002103361700002403382700002203406700002703428700001503455700001803470700001903488700002303507700002203530700002403552700002303576700001803599700001803617700001903635700001803654700002403672700001803696700001903714700001903733700002303752700002003775700001803795700002203813700002603835700002703861700002203888700002603910700001403936700001903950700002503969700002003994700001804014700002204032700001704054700001804071700002204089700001604111700002504127700002004152700001704172700002304189700001804212700002204230700002004252700001304272700002304285700001804308700002904326700002104355700002104376700001404397700002304411700001504434700002304449700001704472700001904489700003204508700002404540700002204564700002304586700002004609700002304629700002404652700002804676700002204704700002404726700002404750700001904774700002504793700002104818700001904839700001904858700002104877700002004898700002404918700002204942700002704964700002204991700002105013700002305034700002005057700001705077700001905094700002405113700002205137700001905159700001905178700002905197700002005226700002805246700001605274700001905290700002505309700002805334700002805362700002405390700001905414700002105433700002405454700002005478700002205498700002405520856003605544 2020 eng d a2041-172300aMulti-ancestry GWAS of the electrocardiographic PR interval identifies 202 loci underlying cardiac conduction.0 aMultiancestry GWAS of the electrocardiographic PR interval ident c2020 May 21 a25420 v113 aThe electrocardiographic PR interval reflects atrioventricular conduction, and is associated with conduction abnormalities, pacemaker implantation, atrial fibrillation (AF), and cardiovascular mortality. Here we report a multi-ancestry (N = 293,051) genome-wide association meta-analysis for the PR interval, discovering 202 loci of which 141 have not previously been reported. Variants at identified loci increase the percentage of heritability explained, from 33.5% to 62.6%. We observe enrichment for cardiac muscle developmental/contractile and cytoskeletal genes, highlighting key regulation processes for atrioventricular conduction. Additionally, 8 loci not previously reported harbor genes underlying inherited arrhythmic syndromes and/or cardiomyopathies suggesting a role for these genes in cardiovascular pathology in the general population. We show that polygenic predisposition to PR interval duration is an endophenotype for cardiovascular disease, including distal conduction disease, AF, and atrioventricular pre-excitation. These findings advance our understanding of the polygenic basis of cardiac conduction, and the genetic relationship between PR interval duration and cardiovascular disease.
1 aNtalla, Ioanna1 aWeng, Lu-Chen1 aCartwright, James, H1 aHall, Amelia, Weber1 aSveinbjornsson, Gardar1 aTucker, Nathan, R1 aChoi, Seung, Hoan1 aChaffin, Mark, D1 aRoselli, Carolina1 aBarnes, Michael, R1 aMifsud, Borbala1 aWarren, Helen, R1 aHayward, Caroline1 aMarten, Jonathan1 aCranley, James, J1 aConcas, Maria, Pina1 aGasparini, Paolo1 aBoutin, Thibaud1 aKolcic, Ivana1 aPolasek, Ozren1 aRudan, Igor1 aAraujo, Nathalia, M1 aLima-Costa, Maria, Fernanda1 aRibeiro, Antonio, Luiz P1 aSouza, Renan, P1 aTarazona-Santos, Eduardo1 aGiedraitis, Vilmantas1 aIngelsson, Erik1 aMahajan, Anubha1 aMorris, Andrew, P1 aM, Fabiola, del Greco1 aFoco, Luisa1 aGögele, Martin1 aHicks, Andrew, A1 aCook, James, P1 aLind, Lars1 aLindgren, Cecilia, M1 aSundström, Johan1 aNelson, Christopher, P1 aRiaz, Muhammad, B1 aSamani, Nilesh, J1 aSinagra, Gianfranco1 aUlivi, Sheila1 aKähönen, Mika1 aMishra, Pashupati, P1 aMononen, Nina1 aNikus, Kjell1 aCaulfield, Mark, J1 aDominiczak, Anna1 aPadmanabhan, Sandosh1 aMontasser, May, E1 aO'Connell, Jeff, R1 aRyan, Kathleen1 aShuldiner, Alan, R1 aAeschbacher, Stefanie1 aConen, David1 aRisch, Lorenz1 aThériault, Sébastien1 aHutri-Kähönen, Nina1 aLehtimäki, Terho1 aLyytikäinen, Leo-Pekka1 aRaitakari, Olli, T1 aBarnes, Catriona, L K1 aCampbell, Harry1 aJoshi, Peter, K1 aWilson, James, F1 aIsaacs, Aaron1 aKors, Jan, A1 aDuijn, Cornelia, M1 aHuang, Paul, L1 aGudnason, Vilmundur1 aHarris, Tamara, B1 aLauner, Lenore, J1 aSmith, Albert, V1 aBottinger, Erwin, P1 aLoos, Ruth, J F1 aNadkarni, Girish, N1 aPreuss, Michael, H1 aCorrea, Adolfo1 aMei, Hao1 aWilson, James1 aMeitinger, Thomas1 aMüller-Nurasyid, Martina1 aPeters, Annette1 aWaldenberger, Melanie1 aMangino, Massimo1 aSpector, Timothy, D1 aRienstra, Michiel1 avan de Vegte, Yordi, J1 aHarst, Pim1 aVerweij, Niek1 aKääb, Stefan1 aSchramm, Katharina1 aSinner, Moritz, F1 aStrauch, Konstantin1 aCutler, Michael, J1 aFatkin, Diane1 aLondon, Barry1 aOlesen, Morten1 aRoden, Dan, M1 aShoemaker, Benjamin1 aSmith, Gustav1 aBiggs, Mary, L1 aBis, Joshua, C1 aBrody, Jennifer, A1 aPsaty, Bruce, M1 aRice, Kenneth1 aSotoodehnia, Nona1 aDe Grandi, Alessandro1 aFuchsberger, Christian1 aPattaro, Cristian1 aPramstaller, Peter, P1 aFord, Ian1 aJukema, Wouter1 aMacfarlane, Peter, W1 aTrompet, Stella1 aDörr, Marcus1 aFelix, Stephan, B1 aVölker, Uwe1 aWeiss, Stefan1 aHavulinna, Aki, S1 aJula, Antti1 aSääksjärvi, Katri1 aSalomaa, Veikko1 aGuo, Xiuqing1 aHeckbert, Susan, R1 aLin, Henry, J1 aRotter, Jerome, I1 aTaylor, Kent, D1 aYao, Jie1 ade Mutsert, Renée1 aMaan, Arie, C1 aMook-Kanamori, Dennis, O1 aNoordam, Raymond1 aCucca, Francesco1 aDing, Jun1 aLakatta, Edward, G1 aQian, Yong1 aTarasov, Kirill, V1 aLevy, Daniel1 aLin, Honghuang1 aNewton-Cheh, Christopher, H1 aLunetta, Kathryn, L1 aMurray, Alison, D1 aPorteous, David, J1 aSmith, Blair, H1 aStricker, Bruno, H1 aUitterlinden, Andre1 avan den Berg, Marten, E1 aHaessler, Jeffrey1 aJackson, Rebecca, D1 aKooperberg, Charles1 aPeters, Ulrike1 aReiner, Alexander, P1 aWhitsel, Eric, A1 aAlonso, Alvaro1 aArking, Dan, E1 aBoerwinkle, Eric1 aEhret, Georg, B1 aSoliman, Elsayed, Z1 aAvery, Christy, L1 aGogarten, Stephanie, M1 aKerr, Kathleen, F1 aLaurie, Cathy, C1 aSeyerle, Amanda, A1 aStilp, Adrienne1 aAssa, Solmaz1 aSaid, Abdullah1 avan der Ende, Yldau1 aLambiase, Pier, D1 aOrini, Michele1 aRamirez, Julia1 aVan Duijvenboden, Stefan1 aArnar, David, O1 aGudbjartsson, Daniel, F1 aHolm, Hilma1 aSulem, Patrick1 aThorleifsson, Gudmar1 aThorolfsdottir, Rosa, B1 aThorsteinsdottir, Unnur1 aBenjamin, Emelia, J1 aTinker, Andrew1 aStefansson, Kari1 aEllinor, Patrick, T1 aJamshidi, Yalda1 aLubitz, Steven, A1 aMunroe, Patricia, B uhttps://chs-nhlbi.org/node/836811212nas 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