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Levels of circulating glucose are tightly regulated. To identify new loci influencing glycemic traits, we performed meta-analyses of 21 genome-wide association studies informative for fasting glucose, fasting insulin and indices of beta-cell function (HOMA-B) and insulin resistance (HOMA-IR) in up to 46,186 nondiabetic participants. Follow-up of 25 loci in up to 76,558 additional subjects identified 16 loci associated with fasting glucose and HOMA-B and two loci associated with fasting insulin and HOMA-IR. These include nine loci newly associated with fasting glucose (in or near ADCY5, MADD, ADRA2A, CRY2, FADS1, GLIS3, SLC2A2, PROX1 and C2CD4B) and one influencing fasting insulin and HOMA-IR (near IGF1). We also demonstrated association of ADCY5, PROX1, GCK, GCKR and DGKB-TMEM195 with type 2 diabetes. Within these loci, likely biological candidate genes influence signal transduction, cell proliferation, development, glucose-sensing and circadian regulation. Our results demonstrate that genetic studies of glycemic traits can identify type 2 diabetes risk loci, as well as loci containing gene variants that are associated with a modest elevation in glucose levels but are not associated with overt diabetes.
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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 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2012 eng d a1553-740400aNovel loci for adiponectin levels and their influence on type 2 diabetes and metabolic traits: a multi-ethnic meta-analysis of 45,891 individuals.0 aNovel loci for adiponectin levels and their influence on type 2 c2012 ae10026070 v83 aCirculating levels of adiponectin, a hormone produced predominantly by adipocytes, are highly heritable and are inversely associated with type 2 diabetes mellitus (T2D) and other metabolic traits. We conducted a meta-analysis of genome-wide association studies in 39,883 individuals of European ancestry to identify genes associated with metabolic disease. We identified 8 novel loci associated with adiponectin levels and confirmed 2 previously reported loci (P = 4.5×10(-8)-1.2×10(-43)). Using a novel method to combine data across ethnicities (N = 4,232 African Americans, N = 1,776 Asians, and N = 29,347 Europeans), we identified two additional novel loci. Expression analyses of 436 human adipocyte samples revealed that mRNA levels of 18 genes at candidate regions were associated with adiponectin concentrations after accounting for multiple testing (p<3×10(-4)). We next developed a multi-SNP genotypic risk score to test the association of adiponectin decreasing risk alleles on metabolic traits and diseases using consortia-level meta-analytic data. This risk score was associated with increased risk of T2D (p = 4.3×10(-3), n = 22,044), increased triglycerides (p = 2.6×10(-14), n = 93,440), increased waist-to-hip ratio (p = 1.8×10(-5), n = 77,167), increased glucose two hours post oral glucose tolerance testing (p = 4.4×10(-3), n = 15,234), increased fasting insulin (p = 0.015, n = 48,238), but with lower in HDL-cholesterol concentrations (p = 4.5×10(-13), n = 96,748) and decreased BMI (p = 1.4×10(-4), n = 121,335). These findings identify novel genetic determinants of adiponectin levels, which, taken together, influence risk of T2D and markers of insulin resistance.
10aAdiponectin10aAfrican Americans10aAsian Continental Ancestry Group10aCholesterol, HDL10aDiabetes Mellitus, Type 210aEuropean Continental Ancestry Group10aFemale10aGene Expression10aGenetic Predisposition to Disease10aGenome-Wide Association Study10aGlucose Tolerance Test10aHumans10aInsulin Resistance10aMale10aMetabolic Networks and Pathways10aPolymorphism, Single Nucleotide10aWaist-Hip Ratio1 aDastani, Zari1 aHivert, Marie-France1 aTimpson, Nicholas1 aPerry, John, R B1 aYuan, Xin1 aScott, Robert, A1 aHenneman, Peter1 aHeid, Iris, M1 aKizer, Jorge, R1 aLyytikäinen, Leo-Pekka1 aFuchsberger, Christian1 aTanaka, Toshiko1 aMorris, Andrew, P1 aSmall, Kerrin1 aIsaacs, Aaron1 aBeekman, Marian1 aCoassin, Stefan1 aLohman, Kurt1 aQi, Lu1 aKanoni, Stavroula1 aPankow, James, S1 aUh, Hae-Won1 aWu, Ying1 aBidulescu, Aurelian1 aRasmussen-Torvik, Laura, J1 aGreenwood, Celia, M T1 aLadouceur, Martin1 aGrimsby, Jonna1 aManning, Alisa, K1 aLiu, Ching-Ti1 aKooner, Jaspal1 aMooser, Vincent, E1 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aBrunner, Eric1 aBumpstead, Suzannah, J1 aChen, Yii-Der Ida1 aChines, Peter1 aClarke, Robert1 aCoin, Lachlan, J M1 aCooper, Matthew, N1 aCrisponi, Laura1 aDay, Ian, N M1 aGeus, Eco, J C1 aDelplanque, Jerome1 aFedson, Annette, C1 aFischer-Rosinsky, Antje1 aForouhi, Nita, G1 aFranzosi, Maria Grazia1 aGalan, Pilar1 aGoodarzi, Mark, O1 aGraessler, Jürgen1 aGrundy, Scott1 aGwilliam, Rhian1 aHallmans, Göran1 aHammond, Naomi1 aHan, Xijing1 aHartikainen, Anna-Liisa1 aHayward, Caroline1 aHeath, Simon, C1 aHercberg, Serge1 aHillman, David, R1 aHingorani, Aroon, D1 aHui, Jennie1 aHung, Joe1 aKaakinen, Marika1 aKaprio, Jaakko1 aKesaniemi, Antero, Y1 aKivimaki, Mika1 aKnight, Beatrice1 aKoskinen, Seppo1 aKovacs, Peter1 aKyvik, Kirsten Ohm1 aLathrop, Mark, G1 aLawlor, Debbie, A1 aLe Bacquer, Olivier1 aLecoeur, Cécile1 aLi, Yun1 aMahley, Robert1 aMangino, Massimo1 aMartínez-Larrad, María Teresa1 aMcAteer, Jarred, B1 aMcPherson, Ruth1 aMeisinger, Christa1 aMelzer, David1 aMeyre, David1 aMitchell, 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Sarah, H1 aWillemsen, Gonneke1 aWitteman, Jaqueline, C M1 aYarnell, John, W G1 aZelenika, Diana1 aZethelius, Björn1 aZhai, Guangju1 aZhao, Jing Hua1 aZillikens, Carola, M1 aBorecki, Ingrid, B1 aMeneton, Pierre1 aMagnusson, Patrik, K E1 aNathan, David, M1 aWilliams, Gordon, H1 aSilander, Kaisa1 aBornstein, Stefan, R1 aSchwarz, Peter1 aSpranger, Joachim1 aKarpe, Fredrik1 aShuldiner, Alan, R1 aCooper, Cyrus1 aSerrano-Ríos, Manuel1 aLind, Lars1 aPalmer, Lyle, J1 aHu, Frank, B1 aFranks, Paul, W1 aEbrahim, Shah1 aMarmot, Michael1 aKao, Linda, W H1 aPramstaller, Peter Paul1 aWright, Alan, F1 aStumvoll, Michael1 aHamsten, Anders1 aBuchanan, Thomas, A1 aValle, Timo, T1 aRotter, Jerome, I1 aPenninx, Brenda, W J H1 aBoomsma, Dorret, I1 aCao, Antonio1 aScuteri, Angelo1 aSchlessinger, David1 aUda, Manuela1 aRuokonen, Aimo1 aJarvelin, Marjo-Riitta1 aPeltonen, Leena1 aMooser, Vincent1 aSladek, Robert1 aMusunuru, Kiran1 aSmith, Albert, V1 aEdmondson, Andrew, C1 aStylianou, Ioannis, M1 aKoseki, Masahiro1 aPirruccello, James, P1 aChasman, Daniel, I1 aJohansen, Christopher, T1 aFouchier, Sigrid, W1 aPeloso, Gina, M1 aBarbalic, Maja1 aRicketts, Sally, L1 aBis, Joshua, C1 aFeitosa, Mary, F1 aOrho-Melander, Marju1 aMelander, Olle1 aLi, Xiaohui1 aLi, Mingyao1 aCho, Yoon Shin1 aGo, Min Jin1 aKim, Young, Jin1 aLee, Jong-Young1 aPark, Taesung1 aKim, Kyunga1 aSim, Xueling1 aOng, Rick Twee-Hee1 aCroteau-Chonka, Damien, C1 aLange, Leslie, A1 aSmith, Joshua, D1 aZiegler, Andreas1 aZhang, Weihua1 aZee, Robert, Y L1 aWhitfield, John, B1 aThompson, John, R1 aSurakka, Ida1 aSpector, Tim, D1 aSmit, Johannes, H1 aSinisalo, Juha1 aScott, James1 aSaharinen, Juha1 aSabatti, Chiara1 aRose, Lynda, M1 aRoberts, Robert1 aRieder, Mark1 aParker, Alex, N1 aParé, Guillaume1 aO'Donnell, Christopher, J1 aNieminen, Markku, S1 aNickerson, Deborah, A1 aMontgomery, Grant, W1 aMcArdle, Wendy1 aMasson, David1 aMartin, Nicholas, G1 aMarroni, Fabio1 aLucas, Gavin1 aLuben, Robert1 aLokki, Marja-Liisa1 aLettre, Guillaume1 aLauner, Lenore, J1 aLakatta, Edward, G1 aLaaksonen, Reijo1 aKyvik, Kirsten, O1 aKönig, Inke, R1 aKhaw, Kay-Tee1 aKaplan, Lee, M1 aJohansson, Asa1 aJanssens, Cecile, J W1 aIgl, Wilmar1 aHovingh, Kees1 aHengstenberg, Christian1 aHavulinna, Aki, S1 aHastie, Nicholas, D1 aHarris, Tamara, B1 aHaritunians, Talin1 aHall, Alistair, S1 aGroop, Leif, C1 aGonzalez, Elena1 aFreimer, Nelson, B1 aErdmann, Jeanette1 aEjebe, Kenechi, G1 aDöring, Angela1 aDominiczak, Anna, F1 aDemissie, Serkalem1 aDeloukas, Panagiotis1 ade Faire, Ulf1 aCrawford, Gabriel1 aChen, Yii-der, I1 aCaulfield, Mark, J1 aBoekholdt, Matthijs1 aAssimes, Themistocles, L1 aQuertermous, Thomas1 aSeielstad, Mark1 aWong, Tien, Y1 aTai, E-Shyong1 aFeranil, Alan, B1 aKuzawa, Christopher, W1 aTaylor, Herman, A1 aGabriel, Stacey, B1 aHolm, Hilma1 aGudnason, Vilmundur1 aKrauss, Ronald, M1 aOrdovas, Jose, M1 aMunroe, Patricia, B1 aKooner, Jaspal, S1 aTall, Alan, R1 aHegele, Robert, A1 aKastelein, John, J P1 aSchadt, Eric, E1 aStrachan, David, P1 aReilly, Muredach, P1 aSamani, Nilesh, J1 aSchunkert, Heribert1 aCupples, Adrienne, L1 aSandhu, Manjinder, S1 aRidker, Paul, M1 aRader, Daniel, J1 aKathiresan, Sekar1 aDIAGRAM+ Consortium1 aMAGIC Consortium1 aGLGC Investigators1 aMuTHER Consortium1 aDIAGRAM Consortium1 aGIANT Consortium1 aGlobal B Pgen Consortium1 aProcardis Consortium1 aMAGIC investigators1 aGLGC Consortium uhttps://chs-nhlbi.org/node/137804555nas a2201081 4500008004100000022001400041245014800055210006900203260001300272300001200285490000700297520142500304100002501729700002301754700001701777700002501794700001401819700001801833700001901851700002301870700001401893700002201907700001801929700001801947700002101965700002201986700002202008700002602030700002102056700001902077700001802096700002102114700002202135700002202157700002002179700001802199700002502217700002302242700001602265700002302281700003602304700001902340700002202359700003002381700002102411700003502432700002202467700002002489700002502509700001702534700001502551700002202566700002102588700002202609700003602631700002602667700002202693700002402715700002102739700002102760700002602781700001502807700002302822700001902845700002602864700002202890700001902912700001702931700002402948700002102972700002502993700002203018700002503040700002003065700001603085700002303101700002103124700002403145700002403169700002103193700002303214700002003237700001803257700002203275700002003297700002203317700001903339700002003358700001903378700002003397700002003417856003603437 2016 eng d a1939-327X00aGenome-Wide Association Study of the Modified Stumvoll Insulin Sensitivity Index Identifies BCL2 and FAM19A2 as Novel Insulin Sensitivity Loci.0 aGenomeWide Association Study of the Modified Stumvoll Insulin Se c2016 Oct a3200-110 v653 aGenome-wide association studies (GWAS) have found few common variants that influence fasting measures of insulin sensitivity. We hypothesized that a GWAS of an integrated assessment of fasting and dynamic measures of insulin sensitivity would detect novel common variants. We performed a GWAS of the modified Stumvoll Insulin Sensitivity Index (ISI) within the Meta-Analyses of Glucose and Insulin-Related Traits Consortium. Discovery for genetic association was performed in 16,753 individuals, and replication was attempted for the 23 most significant novel loci in 13,354 independent individuals. Association with ISI was tested in models adjusted for age, sex, and BMI and in a model analyzing the combined influence of the genotype effect adjusted for BMI and the interaction effect between the genotype and BMI on ISI (model 3). In model 3, three variants reached genome-wide significance: rs13422522 (NYAP2; P = 8.87 × 10(-11)), rs12454712 (BCL2; P = 2.7 × 10(-8)), and rs10506418 (FAM19A2; P = 1.9 × 10(-8)). The association at NYAP2 was eliminated by conditioning on the known IRS1 insulin sensitivity locus; the BCL2 and FAM19A2 associations were independent of known cardiometabolic loci. In conclusion, we identified two novel loci and replicated known variants associated with insulin sensitivity. Further studies are needed to clarify the causal variant and function at the BCL2 and FAM19A2 loci.
1 aWalford, Geoffrey, A1 aGustafsson, Stefan1 aRybin, Denis1 aStančáková, Alena1 aChen, Han1 aLiu, Ching-Ti1 aHong, Jaeyoung1 aJensen, Richard, A1 aRice, Ken1 aMorris, Andrew, P1 aMägi, Reedik1 aTönjes, Anke1 aProkopenko, Inga1 aKleber, Marcus, E1 aDelgado, Graciela1 aSilbernagel, Günther1 aJackson, Anne, U1 aAppel, Emil, V1 aGrarup, Niels1 aLewis, Joshua, P1 aMontasser, May, E1 aLandenvall, Claes1 aStaiger, Harald1 aLuan, Jian'an1 aFrayling, Timothy, M1 aWeedon, Michael, N1 aXie, Weijia1 aMorcillo, Sonsoles1 aMartínez-Larrad, María Teresa1 aBiggs, Mary, L1 aChen, Yii-Der Ida1 aCorbaton-Anchuelo, Arturo1 aFærch, Kristine1 aGómez-Zumaquero, Juan, Miguel1 aGoodarzi, Mark, O1 aKizer, Jorge, R1 aKoistinen, Heikki, A1 aLeong, Aaron1 aLind, Lars1 aLindgren, Cecilia1 aMachicao, Fausto1 aManning, Alisa, K1 aMartín-Núñez, Gracia, María1 aRojo-Martínez, Gemma1 aRotter, Jerome, I1 aSiscovick, David, S1 aZmuda, Joseph, M1 aZhang, Zhongyang1 aSerrano-Ríos, Manuel1 aSmith, Ulf1 aSoriguer, Federico1 aHansen, Torben1 aJørgensen, Torben, J1 aLinnenberg, Allan1 aPedersen, Oluf1 aWalker, Mark1 aLangenberg, Claudia1 aScott, Robert, A1 aWareham, Nicholas, J1 aFritsche, Andreas1 aHäring, Hans-Ulrich1 aStefan, Norbert1 aGroop, Leif1 aO'Connell, Jeff, R1 aBoehnke, Michael1 aBergman, Richard, N1 aCollins, Francis, S1 aMohlke, Karen, L1 aTuomilehto, Jaakko1 aMärz, Winfried1 aKovacs, Peter1 aStumvoll, Michael1 aPsaty, Bruce, M1 aKuusisto, Johanna1 aLaakso, Markku1 aMeigs, James, B1 aDupuis, Josée1 aIngelsson, Erik1 aFlorez, Jose, C uhttps://chs-nhlbi.org/node/716704864nas a2200733 4500008004100000022001400041245018700055210006900242260001300311300001200324490000700336520267100343100002303014700002203037700001603059700002403075700003203099700002003131700002003151700002203171700002403193700001703217700002103234700002803255700002903283700001603312700001903328700003103347700001903378700002203397700002403419700002503443700003203468700001703500700002003517700001503537700001903552700002003571700001803591700002003609700002003629700002003649700002403669700001903693700002003712700002003732700002203752700002803774700001903802700002403821700002103845700001903866700002503885700001903910700002503929700002103954700002303975700001103998700002204009700002104031700002204052700002004074856003604094 2018 eng d a1432-042800aSugar-sweetened beverage intake associations with fasting glucose and insulin concentrations are not modified by selected genetic variants in a ChREBP-FGF21 pathway: a meta-analysis.0 aSugarsweetened beverage intake associations with fasting glucose c2018 Feb a317-3300 v613 aAIMS/HYPOTHESIS: Sugar-sweetened beverages (SSBs) are a major dietary contributor to fructose intake. A molecular pathway involving the carbohydrate responsive element-binding protein (ChREBP) and the metabolic hormone fibroblast growth factor 21 (FGF21) may influence sugar metabolism and, thereby, contribute to fructose-induced metabolic disease. We hypothesise that common variants in 11 genes involved in fructose metabolism and the ChREBP-FGF21 pathway may interact with SSB intake to exacerbate positive associations between higher SSB intake and glycaemic traits.
METHODS: Data from 11 cohorts (six discovery and five replication) in the CHARGE (Cohorts for Heart and Aging Research in Genomic Epidemiology) Consortium provided association and interaction results from 34,748 adults of European descent. SSB intake (soft drinks, fruit punches, lemonades or other fruit drinks) was derived from food-frequency questionnaires and food diaries. In fixed-effects meta-analyses, we quantified: (1) the associations between SSBs and glycaemic traits (fasting glucose and fasting insulin); and (2) the interactions between SSBs and 18 independent SNPs related to the ChREBP-FGF21 pathway.
RESULTS: In our combined meta-analyses of discovery and replication cohorts, after adjustment for age, sex, energy intake, BMI and other dietary covariates, each additional serving of SSB intake was associated with higher fasting glucose (β ± SE 0.014 ± 0.004 [mmol/l], p = 1.5 × 10-3) and higher fasting insulin (0.030 ± 0.005 [log e pmol/l], p = 2.0 × 10-10). No significant interactions on glycaemic traits were observed between SSB intake and selected SNPs. While a suggestive interaction was observed in the discovery cohorts with a SNP (rs1542423) in the β-Klotho (KLB) locus on fasting insulin (0.030 ± 0.011 log e pmol/l, uncorrected p = 0.006), results in the replication cohorts and combined meta-analyses were non-significant.
CONCLUSIONS/INTERPRETATION: In this large meta-analysis, we observed that SSB intake was associated with higher fasting glucose and insulin. Although a suggestive interaction with a genetic variant in the ChREBP-FGF21 pathway was observed in the discovery cohorts, this observation was not confirmed in the replication analysis.
TRIAL REGISTRATION: Trials related to this study were registered at clinicaltrials.gov as NCT00005131 (Atherosclerosis Risk in Communities), NCT00005133 (Cardiovascular Health Study), NCT00005121 (Framingham Offspring Study), NCT00005487 (Multi-Ethnic Study of Atherosclerosis) and NCT00005152 (Nurses' Health Study).
1 aMcKeown, Nicola, M1 aDashti, Hassan, S1 aMa, Jiantao1 aHaslam, Danielle, E1 ade Jong, Jessica, C Kiefte-1 aSmith, Caren, E1 aTanaka, Toshiko1 aGraff, Mariaelisa1 aLemaitre, Rozenn, N1 aRybin, Denis1 aSonestedt, Emily1 aFrazier-Wood, Alexis, C1 aMook-Kanamori, Dennis, O1 aLi, Yanping1 aWang, Carol, A1 aLeermakers, Elisabeth, T M1 aMikkilä, Vera1 aYoung, Kristin, L1 aMukamal, Kenneth, J1 aCupples, Adrienne, L1 aSchulz, Christina-Alexandra1 aChen, Tzu-An1 aLi-Gao, Ruifang1 aHuang, Tao1 aOddy, Wendy, H1 aRaitakari, Olli1 aRice, Kenneth1 aMeigs, James, B1 aEricson, Ulrika1 aSteffen, Lyn, M1 aRosendaal, Frits, R1 aHofman, Albert1 aKähönen, Mika1 aPsaty, Bruce, M1 aBrunkwall, Louise1 aUitterlinden, André, G1 aViikari, Jorma1 aSiscovick, David, S1 aSeppälä, Ilkka1 aNorth, Kari, E1 aMozaffarian, Dariush1 aDupuis, Josée1 aOrho-Melander, Marju1 aRich, Stephen, S1 ade Mutsert, Renée1 aQi, Lu1 aPennell, Craig, E1 aFranco, Oscar, H1 aLehtimäki, Terho1 aHerman, Mark, A uhttps://chs-nhlbi.org/node/7576