08212nas a2202197 4500008004100000022001400041245013100055210006900186260001600255300001000271490000800281520207900289653001002368653000902378653002602387653002102413653001502434653002102449653001102470653002002481653001302501653001102514653000902525653003702534653001602571653002402587653003602611653001102647100002302658700002202681700001902703700002702722700001502749700001402764700002502778700001902803700002002822700001702842700002002859700001902879700002502898700001702923700002002940700002102960700002202981700002503003700001903028700002403047700002603071700002803097700001703125700001603142700003103158700001503189700002003204700002103224700001803245700002003263700001903283700002403302700002003326700002103346700001803367700002103385700002003406700001903426700002103445700001903466700001803485700002803503700002103531700002503552700001503577700002303592700001903615700002703634700002403661700002403685700002403709700001803733700002103751700001603772700002603788700002303814700001503837700002103852700002303873700002403896700001803920700002603938700002203964700001903986700001804005700001804023700002104041700001904062700001704081700002104098700001904119700002104138700002404159700002404183700003404207700002004241700002204261700002504283700001904308700002104327700001904348700001804367700002004385700002004405700001504425700001904440700002804459700002004487700001404507700002104521700002404542700002504566700001804591700002004609700002804629700002204657700002304679700001504702700002504717700002904742700003104771700002204802700002204824700002204846700002004868700002304888700001804911700002004929700001904949700001904968700002504987700002205012700002005034700002405054700002305078700001805101700002505119700002405144700002005168700001905188700001805207700001505225700002205240700002505262700002005287700002105307700002105328700001905349700002305368700002205391700002205413700002205435700002105457700002505478700001905503700002705522700001905549700002205568700002005590700002505610700002105635700002005656700002105676700002105697700002005718700002405738700002805762700001805790700001905808700002405827700001905851700002005870700002405890700002105914700001905935710002405954856003605978 2014 eng d a1756-183300aAssociation between alcohol and cardiovascular disease: Mendelian randomisation analysis based on individual participant data.0 aAssociation between alcohol and cardiovascular disease Mendelian c2014 Jul 10 ag41640 v3493 a
OBJECTIVE: To use the rs1229984 variant in the alcohol dehydrogenase 1B gene (ADH1B) as an instrument to investigate the causal role of alcohol in cardiovascular disease.
DESIGN: Mendelian randomisation meta-analysis of 56 epidemiological studies.
PARTICIPANTS: 261 991 individuals of European descent, including 20 259 coronary heart disease cases and 10 164 stroke events. Data were available on ADH1B rs1229984 variant, alcohol phenotypes, and cardiovascular biomarkers.
MAIN OUTCOME MEASURES: Odds ratio for coronary heart disease and stroke associated with the ADH1B variant in all individuals and by categories of alcohol consumption.
RESULTS: Carriers of the A-allele of ADH1B rs1229984 consumed 17.2% fewer units of alcohol per week (95% confidence interval 15.6% to 18.9%), had a lower prevalence of binge drinking (odds ratio 0.78 (95% CI 0.73 to 0.84)), and had higher abstention (odds ratio 1.27 (1.21 to 1.34)) than non-carriers. Rs1229984 A-allele carriers had lower systolic blood pressure (-0.88 (-1.19 to -0.56) mm Hg), interleukin-6 levels (-5.2% (-7.8 to -2.4%)), waist circumference (-0.3 (-0.6 to -0.1) cm), and body mass index (-0.17 (-0.24 to -0.10) kg/m(2)). Rs1229984 A-allele carriers had lower odds of coronary heart disease (odds ratio 0.90 (0.84 to 0.96)). The protective association of the ADH1B rs1229984 A-allele variant remained the same across all categories of alcohol consumption (P=0.83 for heterogeneity). Although no association of rs1229984 was identified with the combined subtypes of stroke, carriers of the A-allele had lower odds of ischaemic stroke (odds ratio 0.83 (0.72 to 0.95)).
CONCLUSIONS: Individuals with a genetic variant associated with non-drinking and lower alcohol consumption had a more favourable cardiovascular profile and a reduced risk of coronary heart disease than those without the genetic variant. This suggests that reduction of alcohol consumption, even for light to moderate drinkers, is beneficial for cardiovascular health.
10aAdult10aAged10aAlcohol Dehydrogenase10aAlcohol Drinking10aBiomarkers10aCoronary Disease10aFemale10aGenetic Markers10aGenotype10aHumans10aMale10aMendelian Randomization Analysis10aMiddle Aged10aModels, Statistical10aPolymorphism, Single Nucleotide10aStroke1 aHolmes, Michael, V1 aDale, Caroline, E1 aZuccolo, Luisa1 aSilverwood, Richard, J1 aGuo, Yiran1 aYe, Zheng1 aPrieto-Merino, David1 aDehghan, Abbas1 aTrompet, Stella1 aWong, Andrew1 aCavadino, Alana1 aDrogan, Dagmar1 aPadmanabhan, Sandosh1 aLi, Shanshan1 aYesupriya, Ajay1 aLeusink, Maarten1 aSundström, Johan1 aHubacek, Jaroslav, A1 aPikhart, Hynek1 aSwerdlow, Daniel, I1 aPanayiotou, Andrie, G1 aBorinskaya, Svetlana, A1 aFinan, Chris1 aShah, Sonia1 aKuchenbaecker, Karoline, B1 aShah, Tina1 aEngmann, Jorgen1 aFolkersen, Lasse1 aEriksson, Per1 aRicceri, Fulvio1 aMelander, Olle1 aSacerdote, Carlotta1 aGamble, Dale, M1 aRayaprolu, Sruti1 aRoss, Owen, A1 aMcLachlan, Stela1 aVikhireva, Olga1 aSluijs, Ivonne1 aScott, Robert, A1 aAdamkova, Vera1 aFlicker, Leon1 avan Bockxmeer, Frank, M1 aPower, Christine1 aMarques-Vidal, Pedro1 aMeade, Tom1 aMarmot, Michael, G1 aFerro, Jose, M1 aPaulos-Pinheiro, Sofia1 aHumphries, Steve, E1 aTalmud, Philippa, J1 aLeach, Irene, Mateo1 aVerweij, Niek1 aLinneberg, Allan1 aSkaaby, Tea1 aDoevendans, Pieter, A1 aCramer, Maarten, J1 aHarst, Pim1 aKlungel, Olaf, H1 aDowling, Nicole, F1 aDominiczak, Anna, F1 aKumari, Meena1 aNicolaides, Andrew, N1 aWeikert, Cornelia1 aBoeing, Heiner1 aEbrahim, Shah1 aGaunt, Tom, R1 aPrice, Jackie, F1 aLannfelt, Lars1 aPeasey, Anne1 aKubinova, Ruzena1 aPajak, Andrzej1 aMalyutina, Sofia1 aVoevoda, Mikhail, I1 aTamosiunas, Abdonas1 avan der Zee, Anke, H Maitland1 aNorman, Paul, E1 aHankey, Graeme, J1 aBergmann, Manuela, M1 aHofman, Albert1 aFranco, Oscar, H1 aCooper, Jackie1 aPalmen, Jutta1 aSpiering, Wilko1 ade Jong, Pim, A1 aKuh, Diana1 aHardy, Rebecca1 aUitterlinden, André, G1 aIkram, Arfan, M1 aFord, Ian1 aHyppönen, Elina1 aAlmeida, Osvaldo, P1 aWareham, Nicholas, J1 aKhaw, Kay-Tee1 aHamsten, Anders1 aHusemoen, Lise, Lotte N1 aTjønneland, Anne1 aTolstrup, Janne, S1 aRimm, Eric1 aBeulens, Joline, W J1 aVerschuren, W, M Monique1 aOnland-Moret, Charlotte, N1 aHofker, Marten, H1 aWannamethee, Goya1 aWhincup, Peter, H1 aMorris, Richard1 aVicente, Astrid, M1 aWatkins, Hugh1 aFarrall, Martin1 aJukema, Wouter1 aMeschia, James1 aCupples, Adrienne, L1 aSharp, Stephen, J1 aFornage, Myriam1 aKooperberg, Charles1 aLaCroix, Andrea, Z1 aDai, James, Y1 aLanktree, Matthew, B1 aSiscovick, David, S1 aJorgenson, Eric1 aSpring, Bonnie1 aCoresh, Josef1 aLi, Yun, R1 aBuxbaum, Sarah, G1 aSchreiner, Pamela, J1 aEllison, Curtis1 aTsai, Michael, Y1 aPatel, Sanjay, R1 aRedline, Susan1 aJohnson, Andrew, D1 aHoogeveen, Ron, C1 aHakonarson, Hakon1 aRotter, Jerome, I1 aBoerwinkle, Eric1 ade Bakker, Paul, I W1 aKivimaki, Mika1 aAsselbergs, Folkert, W1 aSattar, Naveed1 aLawlor, Debbie, A1 aWhittaker, John1 aSmith, George, Davey1 aMukamal, Kenneth1 aPsaty, Bruce, M1 aWilson, James, G1 aLange, Leslie, A1 aHamidovic, Ajna1 aHingorani, Aroon, D1 aNordestgaard, Børge, G1 aBobak, Martin1 aLeon, David, A1 aLangenberg, Claudia1 aPalmer, Tom, M1 aReiner, Alex, P1 aKeating, Brendan, J1 aDudbridge, Frank1 aCasas, Juan, P1 aInterAct Consortium uhttps://chs-nhlbi.org/node/656906926nas a2201669 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2014 eng d a1553-740400aIdentification of novel genetic Loci associated with thyroid peroxidase antibodies and clinical thyroid disease.0 aIdentification of novel genetic Loci associated with thyroid per c2014 Feb ae10041230 v103 aAutoimmune thyroid diseases (AITD) are common, affecting 2-5% of the general population. Individuals with positive thyroid peroxidase antibodies (TPOAbs) have an increased risk of autoimmune hypothyroidism (Hashimoto's thyroiditis), as well as autoimmune hyperthyroidism (Graves' disease). As the possible causative genes of TPOAbs and AITD remain largely unknown, we performed GWAS meta-analyses in 18,297 individuals for TPOAb-positivity (1769 TPOAb-positives and 16,528 TPOAb-negatives) and in 12,353 individuals for TPOAb serum levels, with replication in 8,990 individuals. Significant associations (P<5×10(-8)) were detected at TPO-rs11675434, ATXN2-rs653178, and BACH2-rs10944479 for TPOAb-positivity, and at TPO-rs11675434, MAGI3-rs1230666, and KALRN-rs2010099 for TPOAb levels. Individual and combined effects (genetic risk scores) of these variants on (subclinical) hypo- and hyperthyroidism, goiter and thyroid cancer were studied. Individuals with a high genetic risk score had, besides an increased risk of TPOAb-positivity (OR: 2.18, 95% CI 1.68-2.81, P = 8.1×10(-8)), a higher risk of increased thyroid-stimulating hormone levels (OR: 1.51, 95% CI 1.26-1.82, P = 2.9×10(-6)), as well as a decreased risk of goiter (OR: 0.77, 95% CI 0.66-0.89, P = 6.5×10(-4)). The MAGI3 and BACH2 variants were associated with an increased risk of hyperthyroidism, which was replicated in an independent cohort of patients with Graves' disease (OR: 1.37, 95% CI 1.22-1.54, P = 1.2×10(-7) and OR: 1.25, 95% CI 1.12-1.39, P = 6.2×10(-5)). The MAGI3 variant was also associated with an increased risk of hypothyroidism (OR: 1.57, 95% CI 1.18-2.10, P = 1.9×10(-3)). This first GWAS meta-analysis for TPOAbs identified five newly associated loci, three of which were also associated with clinical thyroid disease. With these markers we identified a large subgroup in the general population with a substantially increased risk of TPOAbs. The results provide insight into why individuals with thyroid autoimmunity do or do not eventually develop thyroid disease, and these markers may therefore predict which TPOAb-positives are particularly at risk of developing clinical thyroid dysfunction.
10aAutoantibodies10aGenetic Loci10aGenome-Wide Association Study10aGraves Disease10aHashimoto Disease10aHumans10aIodide Peroxidase10aRisk Factors10aThyroiditis, Autoimmune10aThyrotropin1 aMedici, Marco1 aPorcu, Eleonora1 aPistis, Giorgio1 aTeumer, Alexander1 aBrown, Suzanne, J1 aJensen, Richard, A1 aRawal, Rajesh1 aRoef, Greet, L1 aPlantinga, Theo, S1 aVermeulen, Sita, H1 aLahti, Jari1 aSimmonds, Matthew, J1 aHusemoen, Lise, Lotte N1 aFreathy, Rachel, M1 aShields, Beverley, M1 aPietzner, Diana1 aNagy, Rebecca1 aBroer, Linda1 aChaker, Layal1 aKorevaar, Tim, I M1 aPlia, Maria, Grazia1 aSala, Cinzia1 aVölker, Uwe1 aRichards, Brent1 aSweep, Fred, C1 aGieger, Christian1 aCorre, Tanguy1 aKajantie, Eero1 aThuesen, Betina1 aTaes, Youri, E1 aVisser, Edward1 aHattersley, Andrew, T1 aKratzsch, Jürgen1 aHamilton, Alexander1 aLi, Wei1 aHomuth, Georg1 aLobina, Monia1 aMariotti, Stefano1 aSoranzo, Nicole1 aCocca, Massimiliano1 aNauck, Matthias1 aSpielhagen, Christin1 aRoss, Alec1 aArnold, Alice1 avan de Bunt, Martijn1 aLiyanarachchi, Sandya1 aHeier, Margit1 aGrabe, Hans, Jörgen1 aMasciullo, Corrado1 aGalesloot, Tessel, E1 aLim, Ee, M1 aReischl, Eva1 aLeedman, Peter, J1 aLai, Sandra1 aDelitala, Alessandro1 aBremner, Alexandra, P1 aPhilips, David, I W1 aBeilby, John, P1 aMulas, Antonella1 aVocale, Matteo1 aAbecasis, Goncalo1 aForsen, Tom1 aJames, Alan1 aWiden, Elisabeth1 aHui, Jennie1 aProkisch, Holger1 aRietzschel, Ernst, E1 aPalotie, Aarno1 aFeddema, Peter1 aFletcher, Stephen, J1 aSchramm, Katharina1 aRotter, Jerome, I1 aKluttig, Alexander1 aRadke, Dörte1 aTraglia, Michela1 aSurdulescu, Gabriela, L1 aHe, Huiling1 aFranklyn, Jayne, A1 aTiller, Daniel1 aVaidya, Bijay1 aDe Meyer, Tim1 aJørgensen, Torben1 aEriksson, Johan, G1 aO'Leary, Peter, C1 aWichmann, Eric1 aHermus, Ad, R1 aPsaty, Bruce, M1 aIttermann, Till1 aHofman, Albert1 aBosi, Emanuele1 aSchlessinger, David1 aWallaschofski, Henri1 aPirastu, Nicola1 aAulchenko, Yurii, S1 ade la Chapelle, Albert1 aNetea-Maier, Romana, T1 aGough, Stephen, C L1 aSchwabedissen, Henriette, Meyer Zu1 aFrayling, Timothy, M1 aKaufman, Jean-Marc1 aLinneberg, Allan1 aRäikkönen, Katri1 aSmit, Johannes, W A1 aKiemeney, Lambertus, A1 aRivadeneira, Fernando1 aUitterlinden, André, G1 aWalsh, John, P1 aMeisinger, Christa1 aHeijer, Martin, den1 aVisser, Theo, J1 aSpector, Timothy, D1 aWilson, Scott, G1 aVölzke, Henry1 aCappola, Anne1 aToniolo, Daniela1 aSanna, Serena1 aNaitza, Silvia1 aPeeters, Robin, P uhttps://chs-nhlbi.org/node/629405324nas a2201021 4500008004100000022001400041245012300055210006900178260001300247300001100260490000800271520242700279653001002706653002002716653001902736653001902755653002802774653000902802653002102811653001802832653004002850653002902890653001102919653003302930653003802963653001103001653000903012653001603021653001203037653003603049653001003085653001603095100002203111700002003133700002003153700002003173700001903193700002403212700001703236700002103253700002503274700002103299700001803320700002503338700001903363700002003382700002403402700001803426700002803444700003103472700001903503700001903522700002403541700001603565700002303581700001503604700001903619700002203638700002303660700001903683700002003702700002003722700001803742700002503760700002403785700002003809700002203829700002403851700002303875700002303898700002203921700002003943700002403963700002503987700002104012700002104033700001904054700002004073700002004093700002304113700002504136700001904161700002104180700002204201700002204223700002104245856003604266 2015 eng d a1938-320700aHabitual sleep duration is associated with BMI and macronutrient intake and may be modified by CLOCK genetic variants.0 aHabitual sleep duration is associated with BMI and macronutrient c2015 Jan a135-430 v1013 aBACKGROUND: Short sleep duration has been associated with greater risks of obesity, hypertension, diabetes, and cardiovascular disease. Also, common genetic variants in the human Circadian Locomotor Output Cycles Kaput (CLOCK) show associations with ghrelin and total energy intake.
OBJECTIVES: We examined associations between habitual sleep duration, body mass index (BMI), and macronutrient intake and assessed whether CLOCK variants modify these associations.
DESIGN: We conducted inverse-variance weighted, fixed-effect meta-analyses of results of adjusted associations of sleep duration and BMI and macronutrient intake as percentages of total energy as well as interactions with CLOCK variants from 9 cohort studies including up to 14,906 participants of European descent from the Cohorts for Heart and Aging Research in Genomic Epidemiology Consortium.
RESULTS: We observed a significant association between sleep duration and lower BMI (β ± SE = 0.16 ± 0.04, P < 0.0001) in the overall sample; however, associations between sleep duration and relative macronutrient intake were evident in age- and sex-stratified analyses only. We observed a significant association between sleep duration and lower saturated fatty acid intake in younger (aged 20-64 y) adults (men: 0.11 ± 0.06%, P = 0.03; women: 0.10 ± 0.05%, P = 0.04) and with lower carbohydrate (-0.31 ± 0.12%, P < 0.01), higher total fat (0.18 ± 0.09%, P = 0.05), and higher PUFA (0.05 ± 0.02%, P = 0.02) intakes in older (aged 65-80 y) women. In addition, the following 2 nominally significant interactions were observed: between sleep duration and rs12649507 on PUFA intake and between sleep duration and rs6858749 on protein intake.
CONCLUSIONS: Our results indicate that longer habitual sleep duration is associated with lower BMI and age- and sex-specific favorable dietary behaviors. Differences in the relative intake of specific macronutrients associated with short sleep duration could, at least in part, explain previously reported associations between short sleep duration and chronic metabolic abnormalities. In addition, the influence of obesity-associated CLOCK variants on the association between sleep duration and macronutrient intake suggests that longer habitual sleep duration could ameliorate the genetic predisposition to obesity via a favorable dietary profile.
10aAdult10aBody Mass Index10aCLOCK Proteins10aCohort Studies10aCross-Sectional Studies10aDiet10aDietary Proteins10aEnergy Intake10aEuropean Continental Ancestry Group10aFatty Acids, Unsaturated10aFemale10aGene-Environment Interaction10aGenetic Predisposition to Disease10aHumans10aMale10aMiddle Aged10aObesity10aPolymorphism, Single Nucleotide10aSleep10aYoung Adult1 aDashti, Hassan, S1 aFollis, Jack, L1 aSmith, Caren, E1 aTanaka, Toshiko1 aCade, Brian, E1 aGottlieb, Daniel, J1 aHruby, Adela1 aJacques, Paul, F1 aLamon-Fava, Stefania1 aRichardson, Kris1 aSaxena, Richa1 aScheer, Frank, A J L1 aKovanen, Leena1 aBartz, Traci, M1 aPerälä, Mia-Maria1 aJonsson, Anna1 aFrazier-Wood, Alexis, C1 aKalafati, Ioanna-Panagiota1 aMikkilä, Vera1 aPartonen, Timo1 aLemaitre, Rozenn, N1 aLahti, Jari1 aHernandez, Dena, G1 aToft, Ulla1 aJohnson, Craig1 aKanoni, Stavroula1 aRaitakari, Olli, T1 aPerola, Markus1 aPsaty, Bruce, M1 aFerrucci, Luigi1 aGrarup, Niels1 aHighland, Heather, M1 aRallidis, Loukianos1 aKähönen, Mika1 aHavulinna, Aki, S1 aSiscovick, David, S1 aRäikkönen, Katri1 aJørgensen, Torben1 aRotter, Jerome, I1 aDeloukas, Panos1 aViikari, Jorma, S A1 aMozaffarian, Dariush1 aLinneberg, Allan1 aSeppälä, Ilkka1 aHansen, Torben1 aSalomaa, Veikko1 aGharib, Sina, A1 aEriksson, Johan, G1 aBandinelli, Stefania1 aPedersen, Oluf1 aRich, Stephen, S1 aDedoussis, George1 aLehtimäki, Terho1 aOrdovas, Jose, M uhttps://chs-nhlbi.org/node/661409013nas a2202797 4500008004100000022001400041245011400055210006900169260000900238300000900247490000600256520115900262653003901421653001801460653003001478653004001508653001001548653001201558653003201570653001701602653003801619653002201657653003701679653002601716653001101742653001201753653001801765653004401783653003601827100002101863700001901884700002101903700001601924700002301940700002301963700001801986700002502004700002402029700002202053700002002075700001502095700002502110700001302135700001802148700003102166700001802197700002102215700001102236700002602247700002502273700002002298700001902318700001702337700002302354700002002377700002302397700002302420700001702443700001602460700001802476700002602494700002102520700002002541700001202561700002002573700002102593700002402614700001902638700002502657700002502682700002302707700002102730700002102751700002202772700002302794700002502817700002002842700002002862700002302882700001602905700002402921700001402945700002302959700002502982700002103007700002303028700002203051700001903073700001703092700001903109700002003128700001903148700002203167700001903189700002003208700002403228700002203252700002503274700002303299700002203322700002303344700002403367700001503391700002003406700002003426700002303446700001403469700002103483700001703504700001803521700002303539700002303562700002503585700002303610700002403633700001903657700002403676700001903700700002203719700002003741700001403761700001803775700001703793700001703810700001603827700001703843700002503860700002103885700002203906700002203928700002003950700002203970700002003992700002704012700001704039700002304056700002104079700002004100700001904120700002604139700001804165700001904183700002104202700002004223700001404243700002004257700002004277700002704297700002304324700002004347700002804367700001804395700002304413700002304436700002704459700001704486700002104503700002704524700001804551700001904569700001904588700002104607700001904628700002004647700002504667700001904692700002004711700002204731700002004753700002304773700002004796700002004816700002104836700002104857700002204878700001704900700002604917700001904943700002404962700002204986700002005008700002005028700002105048700002005069700002205089700002405111700002005135700002205155700002605177700002205203700001905225700002405244700002405268700002205292700001705314700001905331700003005350700002305380700002505403700002105428700001905449700002505468700002105493700002005514700001605534700002505550700002005575700002805595700001705623700001805640700001805658700002405676700001905700700002305719700002305742700001905765700002005784700001905804700002305823700002505846700002405871700002105895700002005916700002005936700002005956700002105976700002505997700002406022700001906046700002206065700002006087700002106107700002206128710002906150856003606179 2015 eng d a2041-172300aLow-frequency and rare exome chip variants associate with fasting glucose and type 2 diabetes susceptibility.0 aLowfrequency and rare exome chip variants associate with fasting c2015 a58970 v63 aFasting glucose and insulin are intermediate traits for type 2 diabetes. Here we explore the role of coding variation on these traits by analysis of variants on the HumanExome BeadChip in 60,564 non-diabetic individuals and in 16,491 T2D cases and 81,877 controls. We identify a novel association of a low-frequency nonsynonymous SNV in GLP1R (A316T; rs10305492; MAF=1.4%) with lower FG (β=-0.09±0.01 mmol l(-1), P=3.4 × 10(-12)), T2D risk (OR[95%CI]=0.86[0.76-0.96], P=0.010), early insulin secretion (β=-0.07±0.035 pmolinsulin mmolglucose(-1), P=0.048), but higher 2-h glucose (β=0.16±0.05 mmol l(-1), P=4.3 × 10(-4)). We identify a gene-based association with FG at G6PC2 (pSKAT=6.8 × 10(-6)) driven by four rare protein-coding SNVs (H177Y, Y207S, R283X and S324P). We identify rs651007 (MAF=20%) in the first intron of ABO at the putative promoter of an antisense lncRNA, associating with higher FG (β=0.02±0.004 mmol l(-1), P=1.3 × 10(-8)). Our approach identifies novel coding variant associations and extends the allelic spectrum of variation underlying diabetes-related quantitative traits and T2D susceptibility.
10aAfrican Continental Ancestry Group10aBlood Glucose10aDiabetes Mellitus, Type 210aEuropean Continental Ancestry Group10aExome10aFasting10aGenetic Association Studies10aGenetic Loci10aGenetic Predisposition to Disease10aGenetic Variation10aGlucagon-Like Peptide-1 Receptor10aGlucose-6-Phosphatase10aHumans10aInsulin10aMutation Rate10aOligonucleotide Array Sequence Analysis10aPolymorphism, Single Nucleotide1 aWessel, Jennifer1 aChu, Audrey, Y1 aWillems, Sara, M1 aWang, Shuai1 aYaghootkar, Hanieh1 aBrody, Jennifer, A1 aDauriz, Marco1 aHivert, Marie-France1 aRaghavan, Sridharan1 aLipovich, Leonard1 aHidalgo, Bertha1 aFox, Keolu1 aHuffman, Jennifer, E1 aAn, Ping1 aLu, Yingchang1 aRasmussen-Torvik, Laura, J1 aGrarup, Niels1 aEhm, Margaret, G1 aLi, Li1 aBaldridge, Abigail, S1 aStančáková, Alena1 aAbrol, Ravinder1 aBesse, Céline1 aBoland, Anne1 aBork-Jensen, Jette1 aFornage, Myriam1 aFreitag, Daniel, F1 aGarcia, Melissa, E1 aGuo, Xiuqing1 aHara, Kazuo1 aIsaacs, Aaron1 aJakobsdottir, Johanna1 aLange, Leslie, A1 aLayton, Jill, C1 aLi, Man1 aZhao, Jing, Hua1 aMeidtner, Karina1 aMorrison, Alanna, C1 aNalls, Mike, A1 aPeters, Marjolein, J1 aSabater-Lleal, Maria1 aSchurmann, Claudia1 aSilveira, Angela1 aSmith, Albert, V1 aSoutham, Lorraine1 aStoiber, Marcus, H1 aStrawbridge, Rona, J1 aTaylor, Kent, D1 aVarga, Tibor, V1 aAllin, Kristine, H1 aAmin, Najaf1 aAponte, Jennifer, L1 aAung, Tin1 aBarbieri, Caterina1 aBihlmeyer, Nathan, A1 aBoehnke, Michael1 aBombieri, Cristina1 aBowden, Donald, W1 aBurns, Sean, M1 aChen, Yuning1 aChen, Yii-DerI1 aCheng, Ching-Yu1 aCorrea, Adolfo1 aCzajkowski, Jacek1 aDehghan, Abbas1 aEhret, Georg, B1 aEiriksdottir, Gudny1 aEscher, Stefan, A1 aFarmaki, Aliki-Eleni1 aFrånberg, Mattias1 aGambaro, Giovanni1 aGiulianini, Franco1 aGoddard, William, A1 aGoel, Anuj1 aGottesman, Omri1 aGrove, Megan, L1 aGustafsson, Stefan1 aHai, Yang1 aHallmans, Göran1 aHeo, Jiyoung1 aHoffmann, Per1 aIkram, Mohammad, K1 aJensen, Richard, A1 aJørgensen, Marit, E1 aJørgensen, Torben1 aKaraleftheri, Maria1 aKhor, Chiea, C1 aKirkpatrick, Andrea1 aKraja, Aldi, T1 aKuusisto, Johanna1 aLange, Ethan, M1 aLee, I, T1 aLee, Wen-Jane1 aLeong, Aaron1 aLiao, Jiemin1 aLiu, Chunyu1 aLiu, Yongmei1 aLindgren, Cecilia, M1 aLinneberg, Allan1 aMalerba, Giovanni1 aMamakou, Vasiliki1 aMarouli, Eirini1 aMaruthur, Nisa, M1 aMatchan, Angela1 aMcKean-Cowdin, Roberta1 aMcLeod, Olga1 aMetcalf, Ginger, A1 aMohlke, Karen, L1 aMuzny, Donna, M1 aNtalla, Ioanna1 aPalmer, Nicholette, D1 aPasko, Dorota1 aPeter, Andreas1 aRayner, Nigel, W1 aRenstrom, Frida1 aRice, Ken1 aSala, Cinzia, F1 aSennblad, Bengt1 aSerafetinidis, Ioannis1 aSmith, Jennifer, A1 aSoranzo, Nicole1 aSpeliotes, Elizabeth, K1 aStahl, Eli, A1 aStirrups, Kathleen1 aTentolouris, Nikos1 aThanopoulou, Anastasia1 aTorres, Mina1 aTraglia, Michela1 aTsafantakis, Emmanouil1 aJavad, Sundas1 aYanek, Lisa, R1 aZengini, Eleni1 aBecker, Diane, M1 aBis, Joshua, C1 aBrown, James, B1 aCupples, Adrienne, L1 aHansen, Torben1 aIngelsson, Erik1 aKarter, Andrew, J1 aLorenzo, Carlos1 aMathias, Rasika, A1 aNorris, Jill, M1 aPeloso, Gina, M1 aSheu, Wayne, H-H1 aToniolo, Daniela1 aVaidya, Dhananjay1 aVarma, Rohit1 aWagenknecht, Lynne, E1 aBoeing, Heiner1 aBottinger, Erwin, P1 aDedoussis, George1 aDeloukas, Panos1 aFerrannini, Ele1 aFranco, Oscar, H1 aFranks, Paul, W1 aGibbs, Richard, A1 aGudnason, Vilmundur1 aHamsten, Anders1 aHarris, Tamara, B1 aHattersley, Andrew, T1 aHayward, Caroline1 aHofman, Albert1 aJansson, Jan-Håkan1 aLangenberg, Claudia1 aLauner, Lenore, J1 aLevy, Daniel1 aOostra, Ben, A1 aO'Donnell, Christopher, J1 aO'Rahilly, Stephen1 aPadmanabhan, Sandosh1 aPankow, James, S1 aPolasek, Ozren1 aProvince, Michael, A1 aRich, Stephen, S1 aRidker, Paul, M1 aRudan, Igor1 aSchulze, Matthias, B1 aSmith, Blair, H1 aUitterlinden, André, G1 aWalker, Mark1 aWatkins, Hugh1 aWong, Tien, Y1 aZeggini, Eleftheria1 aLaakso, Markku1 aBorecki, Ingrid, B1 aChasman, Daniel, I1 aPedersen, Oluf1 aPsaty, Bruce, M1 aTai, Shyong, E1 aDuijn, Cornelia, M1 aWareham, Nicholas, J1 aWaterworth, Dawn, M1 aBoerwinkle, Eric1 aKao, Linda, W H1 aFlorez, Jose, C1 aLoos, Ruth, J F1 aWilson, James, G1 aFrayling, Timothy, M1 aSiscovick, David, S1 aDupuis, Josée1 aRotter, Jerome, I1 aMeigs, James, B1 aScott, Robert, A1 aGoodarzi, Mark, O1 aEPIC-InterAct Consortium uhttps://chs-nhlbi.org/node/668606025nas a2201489 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2016 eng d a1537-660500aExome Genotyping Identifies Pleiotropic Variants Associated with Red Blood Cell Traits.0 aExome Genotyping Identifies Pleiotropic Variants Associated with c2016 Jul 7 a8-210 v993 aRed blood cell (RBC) traits are important heritable clinical biomarkers and modifiers of disease severity. To identify coding genetic variants associated with these traits, we conducted meta-analyses of seven RBC phenotypes in 130,273 multi-ethnic individuals from studies genotyped on an exome array. After conditional analyses and replication in 27,480 independent individuals, we identified 16 new RBC variants. We found low-frequency missense variants in MAP1A (rs55707100, minor allele frequency [MAF] = 3.3%, p = 2 × 10(-10) for hemoglobin [HGB]) and HNF4A (rs1800961, MAF = 2.4%, p < 3 × 10(-8) for hematocrit [HCT] and HGB). In African Americans, we identified a nonsense variant in CD36 associated with higher RBC distribution width (rs3211938, MAF = 8.7%, p = 7 × 10(-11)) and showed that it is associated with lower CD36 expression and strong allelic imbalance in ex vivo differentiated human erythroblasts. We also identified a rare missense variant in ALAS2 (rs201062903, MAF = 0.2%) associated with lower mean corpuscular volume and mean corpuscular hemoglobin (p < 8 × 10(-9)). Mendelian mutations in ALAS2 are a cause of sideroblastic anemia and erythropoietic protoporphyria. Gene-based testing highlighted three rare missense variants in PKLR, a gene mutated in Mendelian non-spherocytic hemolytic anemia, associated with HGB and HCT (SKAT p < 8 × 10(-7)). These rare, low-frequency, and common RBC variants showed pleiotropy, being also associated with platelet, white blood cell, and lipid traits. Our association results and functional annotation suggest the involvement of new genes in human erythropoiesis. We also confirm that rare and low-frequency variants play a role in the architecture of complex human traits, although their phenotypic effect is generally smaller than originally anticipated.
1 aChami, Nathalie1 aChen, Ming-Huei1 aSlater, Andrew, J1 aEicher, John, D1 aEvangelou, Evangelos1 aTajuddin, Salman, M1 aLove-Gregory, Latisha1 aKacprowski, Tim1 aSchick, Ursula, M1 aNomura, Akihiro1 aGiri, Ayush1 aLessard, Samuel1 aBrody, Jennifer, A1 aSchurmann, Claudia1 aPankratz, Nathan1 aYanek, Lisa, R1 aManichaikul, Ani1 aPazoki, Raha1 aMihailov, Evelin1 aHill, David1 aRaffield, Laura, M1 aBurt, Amber1 aBartz, Traci, M1 aBecker, Diane, M1 aBecker, Lewis, C1 aBoerwinkle, Eric1 aBork-Jensen, Jette1 aBottinger, Erwin, P1 aO'Donoghue, Michelle, L1 aCrosslin, David, R1 ade Denus, Simon1 aDubé, Marie-Pierre1 aElliott, Paul1 aEngström, Gunnar1 aEvans, Michele, K1 aFloyd, James, S1 aFornage, Myriam1 aGao, He1 aGreinacher, Andreas1 aGudnason, Vilmundur1 aHansen, Torben1 aHarris, Tamara, B1 aHayward, Caroline1 aHernesniemi, Jussi1 aHighland, Heather, M1 aHirschhorn, Joel, N1 aHofman, Albert1 aIrvin, Marguerite, R1 aKähönen, Mika1 aLange, Ethan1 aLauner, Lenore, J1 aLehtimäki, Terho1 aLi, Jin1 aLiewald, David, C M1 aLinneberg, Allan1 aLiu, Yongmei1 aLu, Yingchang1 aLyytikäinen, Leo-Pekka1 aMägi, Reedik1 aMathias, Rasika, A1 aMelander, Olle1 aMetspalu, Andres1 aMononen, Nina1 aNalls, Mike, A1 aNickerson, Deborah, A1 aNikus, Kjell1 aO'Donnell, Chris, J1 aOrho-Melander, Marju1 aPedersen, Oluf1 aPetersmann, Astrid1 aPolfus, Linda1 aPsaty, Bruce, M1 aRaitakari, Olli, T1 aRaitoharju, Emma1 aRichard, Melissa1 aRice, Kenneth, M1 aRivadeneira, Fernando1 aRotter, Jerome, I1 aSchmidt, Frank1 aSmith, Albert, Vernon1 aStarr, John, M1 aTaylor, Kent, D1 aTeumer, Alexander1 aThuesen, Betina, H1 aTorstenson, Eric, S1 aTracy, Russell, P1 aTzoulaki, Ioanna1 aZakai, Neil, A1 aVacchi-Suzzi, Caterina1 aDuijn, Cornelia, M1 avan Rooij, Frank, J A1 aCushman, Mary1 aDeary, Ian, J1 aEdwards, Digna, R Velez1 aVergnaud, Anne-Claire1 aWallentin, Lars1 aWaterworth, Dawn, M1 aWhite, Harvey, D1 aWilson, James, G1 aZonderman, Alan, B1 aKathiresan, Sekar1 aGrarup, Niels1 aEsko, Tõnu1 aLoos, Ruth, J F1 aLange, Leslie, A1 aFaraday, Nauder1 aAbumrad, Nada, A1 aEdwards, Todd, L1 aGanesh, Santhi, K1 aAuer, Paul, L1 aJohnson, Andrew, D1 aReiner, Alexander, P1 aLettre, Guillaume uhttps://chs-nhlbi.org/node/713805092nas a2201189 4500008004100000022001400041245012100055210006900176260001300245300001100258490000700269520174700276100002202023700001402045700002102059700002002080700002502100700002002125700002102145700002502166700001702191700001802208700002202226700002102248700002002269700001702289700002202306700002002328700003502348700001902383700002002402700002002422700002102442700002202463700001802485700001702503700001702520700002202537700002102559700001902580700003602599700001402635700002102649700002202670700001802692700002102710700002702731700002302758700001902781700001902800700001702819700002102836700002802857700001802885700001702903700001302920700002102933700001702954700002002971700002302991700001803014700002103032700001803053700001703071700002003088700002003108700002003128700002303148700002603171700002103197700002003218700002003238700001803258700002203276700002403298700002303322700002003345700002003365700002003385700002503405700002203430700001603452700001203468700001803480700002003498700002003518700001803538700001803556700001603574700002303590700002203613700002403635700002703659700001703686700002103703700001903724700002503743700002203768710003503790710004103825856003603866 2016 eng d a1474-972600aGenomewide meta-analysis identifies loci associated with IGF-I and IGFBP-3 levels with impact on age-related traits.0 aGenomewide metaanalysis identifies loci associated with IGFI and c2016 Oct a811-240 v153 aThe growth hormone/insulin-like growth factor (IGF) axis can be manipulated in animal models to promote longevity, and IGF-related proteins including IGF-I and IGF-binding protein-3 (IGFBP-3) have also been implicated in risk of human diseases including cardiovascular diseases, diabetes, and cancer. Through genomewide association study of up to 30 884 adults of European ancestry from 21 studies, we confirmed and extended the list of previously identified loci associated with circulating IGF-I and IGFBP-3 concentrations (IGF1, IGFBP3, GCKR, TNS3, GHSR, FOXO3, ASXL2, NUBP2/IGFALS, SORCS2, and CELSR2). Significant sex interactions, which were characterized by different genotype-phenotype associations between men and women, were found only for associations of IGFBP-3 concentrations with SNPs at the loci IGFBP3 and SORCS2. Analyses of SNPs, gene expression, and protein levels suggested that interplay between IGFBP3 and genes within the NUBP2 locus (IGFALS and HAGH) may affect circulating IGF-I and IGFBP-3 concentrations. The IGF-I-decreasing allele of SNP rs934073, which is an eQTL of ASXL2, was associated with lower adiposity and higher likelihood of survival beyond 90 years. The known longevity-associated variant rs2153960 (FOXO3) was observed to be a genomewide significant SNP for IGF-I concentrations. Bioinformatics analysis suggested enrichment of putative regulatory elements among these IGF-I- and IGFBP-3-associated loci, particularly of rs646776 at CELSR2. In conclusion, this study identified several loci associated with circulating IGF-I and IGFBP-3 concentrations and provides clues to the potential role of the IGF axis in mediating effects of known (FOXO3) and novel (ASXL2) longevity-associated loci.
1 aTeumer, Alexander1 aQi, Qibin1 aNethander, Maria1 aAschard, Hugues1 aBandinelli, Stefania1 aBeekman, Marian1 aBerndt, Sonja, I1 aBidlingmaier, Martin1 aBroer, Linda1 aCappola, Anne1 aCeda, Gian, Paolo1 aChanock, Stephen1 aChen, Ming-Huei1 aChen, Tai, C1 aChen, Yii-Der Ida1 aChung, Jonathan1 aMiglianico, Fabiola, Del Greco1 aEriksson, Joel1 aFerrucci, Luigi1 aFriedrich, Nele1 aGnewuch, Carsten1 aGoodarzi, Mark, O1 aGrarup, Niels1 aGuo, Tingwei1 aHammer, Elke1 aHayes, Richard, B1 aHicks, Andrew, A1 aHofman, Albert1 aHouwing-Duistermaat, Jeanine, J1 aHu, Frank1 aHunter, David, J1 aHusemoen, Lise, L1 aIsaacs, Aaron1 aJacobs, Kevin, B1 aJanssen, Joop, A M J L1 aJansson, John-Olov1 aJehmlich, Nico1 aJohnson, Simon1 aJuul, Anders1 aKarlsson, Magnus1 aKilpeläinen, Tuomas, O1 aKovacs, Peter1 aKraft, Peter1 aLi, Chao1 aLinneberg, Allan1 aLiu, Yongmei1 aLoos, Ruth, J F1 aLorentzon, Mattias1 aLu, Yingchang1 aMaggio, Marcello1 aMägi, Reedik1 aMeigs, James1 aMellström, Dan1 aNauck, Matthias1 aNewman, Anne, B1 aPollak, Michael, N1 aPramstaller, Peter, P1 aProkopenko, Inga1 aPsaty, Bruce, M1 aReincke, Martin1 aRimm, Eric, B1 aRotter, Jerome, I1 aPierre, Aude, Saint1 aSchurmann, Claudia1 aSeshadri, Sudha1 aSjögren, Klara1 aSlagboom, Eline1 aStrickler, Howard, D1 aStumvoll, Michael1 aSuh, Yousin1 aSun, Qi1 aZhang, Cuilin1 aSvensson, Johan1 aTanaka, Toshiko1 aTare, Archana1 aTönjes, Anke1 aUh, Hae-Won1 aDuijn, Cornelia, M1 avan Heemst, Diana1 aVandenput, Liesbeth1 aVasan, Ramachandran, S1 aVölker, Uwe1 aWillems, Sara, M1 aOhlsson, Claes1 aWallaschofski, Henri1 aKaplan, Robert, C1 aCHARGE Longevity Working Group1 aBody Composition Genetics Consortium uhttps://chs-nhlbi.org/node/714710963nas a2203529 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2016 eng d a2041-172300aA principal component meta-analysis on multiple anthropometric traits identifies novel loci for body shape.0 aprincipal component metaanalysis on multiple anthropometric trai c2016 11 23 a133570 v73 aLarge consortia have revealed hundreds of genetic loci associated with anthropometric traits, one trait at a time. We examined whether genetic variants affect body shape as a composite phenotype that is represented by a combination of anthropometric traits. We developed an approach that calculates averaged PCs (AvPCs) representing body shape derived from six anthropometric traits (body mass index, height, weight, waist and hip circumference, waist-to-hip ratio). The first four AvPCs explain >99% of the variability, are heritable, and associate with cardiometabolic outcomes. We performed genome-wide association analyses for each body shape composite phenotype across 65 studies and meta-analysed summary statistics. We identify six novel loci: LEMD2 and CD47 for AvPC1, RPS6KA5/C14orf159 and GANAB for AvPC3, and ARL15 and ANP32 for AvPC4. Our findings highlight the value of using multiple traits to define complex phenotypes for discovery, which are not captured by single-trait analyses, and may shed light onto new pathways.
10aAnthropometry10aBody Size10aGenome-Wide Association Study10aGenotype10aHumans10aModels, Genetic10aPrincipal Component Analysis1 aRied, Janina, S1 aM, Janina, Jeff1 aChu, Audrey, Y1 aBragg-Gresham, Jennifer, L1 avan Dongen, Jenny1 aHuffman, Jennifer, E1 aAhluwalia, Tarunveer, S1 aCadby, Gemma1 aEklund, Niina1 aEriksson, Joel1 aEsko, Tõnu1 aFeitosa, Mary, F1 aGoel, Anuj1 aGorski, Mathias1 aHayward, Caroline1 aHeard-Costa, Nancy, L1 aJackson, Anne, U1 aJokinen, Eero1 aKanoni, Stavroula1 aKristiansson, Kati1 aKutalik, Zoltán1 aLahti, Jari1 aLuan, Jian'an1 aMägi, Reedik1 aMahajan, Anubha1 aMangino, Massimo1 aMedina-Gómez, Carolina1 aMonda, Keri, L1 aNolte, Ilja, M1 aPerusse, Louis1 aProkopenko, Inga1 aQi, Lu1 aRose, Lynda, M1 aSalvi, Erika1 aSmith, Megan, T1 aSnieder, Harold1 aStančáková, Alena1 aSung, Yun, Ju1 aTachmazidou, Ioanna1 aTeumer, Alexander1 aThorleifsson, Gudmar1 aHarst, Pim1 aWalker, Ryan, W1 aWang, Sophie, R1 aWild, Sarah, H1 aWillems, Sara, M1 aWong, Andrew1 aZhang, Weihua1 aAlbrecht, Eva1 aAlves, Alexessander, Couto1 aBakker, Stephan, J L1 aBarlassina, Cristina1 aBartz, Traci, M1 aBeilby, John1 aBellis, Claire1 aBergman, Richard, N1 aBergmann, Sven1 aBlangero, John1 aBlüher, Matthias1 aBoerwinkle, Eric1 aBonnycastle, Lori, L1 aBornstein, Stefan, R1 aBruinenberg, Marcel1 aCampbell, Harry1 aChen, Yii-Der Ida1 aChiang, Charleston, W K1 aChines, Peter, S1 aCollins, Francis, S1 aCucca, Fracensco1 aCupples, Adrienne, L1 aD'Avila, Francesca1 aGeus, Eco, J C1 aDedoussis, George1 aDimitriou, Maria1 aDöring, Angela1 aEriksson, Johan, G1 aFarmaki, Aliki-Eleni1 aFarrall, Martin1 aFerreira, Teresa1 aFischer, Krista1 aForouhi, Nita, G1 aFriedrich, Nele1 aGjesing, Anette, Prior1 aGlorioso, Nicola1 aGraff, Mariaelisa1 aGrallert, Harald1 aGrarup, Niels1 aGräßler, Jürgen1 aGrewal, Jagvir1 aHamsten, Anders1 aHarder, Marie, Neergaard1 aHartman, Catharina, A1 aHassinen, Maija1 aHastie, Nicholas1 aHattersley, Andrew, Tym1 aHavulinna, Aki, S1 aHeliövaara, Markku1 aHillege, Hans1 aHofman, Albert1 aHolmen, Oddgeir1 aHomuth, Georg1 aHottenga, Jouke-Jan1 aHui, Jennie1 aHusemoen, Lise, Lotte1 aHysi, Pirro, G1 aIsaacs, Aaron1 aIttermann, Till1 aJalilzadeh, Shapour1 aJames, Alan, L1 aJørgensen, Torben1 aJousilahti, Pekka1 aJula, Antti1 aJustesen, Johanne, Marie1 aJustice, Anne, E1 aKähönen, Mika1 aKaraleftheri, Maria1 aKhaw, Kay, Tee1 aKeinanen-Kiukaanniemi, Sirkka, M1 aKinnunen, Leena1 aKnekt, Paul, B1 aKoistinen, Heikki, A1 aKolcic, Ivana1 aKooner, Ishminder, K1 aKoskinen, Seppo1 aKovacs, Peter1 aKyriakou, Theodosios1 aLaitinen, Tomi1 aLangenberg, Claudia1 aLewin, Alexandra, M1 aLichtner, Peter1 aLindgren, Cecilia, M1 aLindström, Jaana1 aLinneberg, Allan1 aLorbeer, Roberto1 aLorentzon, Mattias1 aLuben, Robert1 aLyssenko, Valeriya1 aMännistö, Satu1 aManunta, Paolo1 aLeach, Irene, Mateo1 aMcArdle, Wendy, L1 aMcKnight, Barbara1 aMohlke, Karen, L1 aMihailov, Evelin1 aMilani, Lili1 aMills, Rebecca1 aMontasser, May, E1 aMorris, Andrew, P1 aMüller, Gabriele1 aMusk, Arthur, W1 aNarisu, Narisu1 aOng, Ken, K1 aOostra, Ben, A1 aOsmond, Clive1 aPalotie, Aarno1 aPankow, James, S1 aPaternoster, Lavinia1 aPenninx, Brenda, W1 aPichler, Irene1 aPilia, Maria, G1 aPolasek, Ozren1 aPramstaller, Peter, P1 aRaitakari, Olli, T1 aRankinen, Tuomo1 aRao, D, C1 aRayner, Nigel, W1 aRibel-Madsen, Rasmus1 aRice, Treva, K1 aRichards, Marcus1 aRidker, Paul, M1 aRivadeneira, Fernando1 aRyan, Kathy, A1 aSanna, Serena1 aSarzynski, Mark, A1 aScholtens, Salome1 aScott, Robert, A1 aSebert, Sylvain1 aSoutham, Lorraine1 aSparsø, Thomas, Hempel1 aSteinthorsdottir, Valgerdur1 aStirrups, Kathleen1 aStolk, Ronald, P1 aStrauch, Konstantin1 aStringham, Heather, M1 aSwertz, Morris, A1 aSwift, Amy, J1 aTönjes, Anke1 aTsafantakis, Emmanouil1 avan der Most, Peter, J1 avan Vliet-Ostaptchouk, Jana, V1 aVandenput, Liesbeth1 aVartiainen, Erkki1 aVenturini, Cristina1 aVerweij, Niek1 aViikari, Jorma, S1 aVitart, Veronique1 aVohl, Marie-Claude1 aVonk, Judith, M1 aWaeber, Gérard1 aWiden, Elisabeth1 aWillemsen, Gonneke1 aWilsgaard, Tom1 aWinkler, Thomas, W1 aWright, Alan, F1 aYerges-Armstrong, Laura, M1 aZhao, Jing, Hua1 aZillikens, Carola, M1 aBoomsma, Dorret, I1 aBouchard, Claude1 aChambers, John, C1 aChasman, Daniel, I1 aCusi, Daniele1 aGansevoort, Ron, T1 aGieger, Christian1 aHansen, Torben1 aHicks, Andrew, A1 aHu, Frank1 aHveem, Kristian1 aJarvelin, Marjo-Riitta1 aKajantie, Eero1 aKooner, Jaspal, S1 aKuh, Diana1 aKuusisto, Johanna1 aLaakso, Markku1 aLakka, Timo, A1 aLehtimäki, Terho1 aMetspalu, Andres1 aNjølstad, Inger1 aOhlsson, Claes1 aOldehinkel, Albertine, J1 aPalmer, Lyle, J1 aPedersen, Oluf1 aPerola, Markus1 aPeters, Annette1 aPsaty, Bruce, M1 aPuolijoki, Hannu1 aRauramaa, Rainer1 aRudan, Igor1 aSalomaa, Veikko1 aSchwarz, Peter, E H1 aShudiner, Alan, R1 aSmit, Jan, H1 aSørensen, Thorkild, I A1 aSpector, Timothy, D1 aStefansson, Kari1 aStumvoll, Michael1 aTremblay, Angelo1 aTuomilehto, Jaakko1 aUitterlinden, André, G1 aUusitupa, Matti1 aVölker, Uwe1 aVollenweider, Peter1 aWareham, Nicholas, J1 aWatkins, Hugh1 aWilson, James, F1 aZeggini, Eleftheria1 aAbecasis, Goncalo, R1 aBoehnke, Michael1 aBorecki, Ingrid, B1 aDeloukas, Panos1 aDuijn, Cornelia, M1 aFox, Caroline1 aGroop, Leif, C1 aHeid, Iris, M1 aHunter, David, J1 aKaplan, Robert, C1 aMcCarthy, Mark, I1 aNorth, Kari, E1 aO'Connell, Jeffrey, R1 aSchlessinger, David1 aThorsteinsdottir, Unnur1 aStrachan, David, P1 aFrayling, Timothy1 aHirschhorn, Joel, N1 aMüller-Nurasyid, Martina1 aLoos, Ruth, J F uhttps://chs-nhlbi.org/node/857006988nas a2201993 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2016 eng d a1533-345000aSOS2 and ACP1 Loci Identified through Large-Scale Exome Chip Analysis Regulate Kidney Development and Function.0 aSOS2 and ACP1 Loci Identified through LargeScale Exome Chip Anal c2016 Dec 053 aGenome-wide association studies have identified >50 common variants associated with kidney function, but these variants do not fully explain the variation in eGFR. We performed a two-stage meta-analysis of associations between genotypes from the Illumina exome array and eGFR on the basis of serum creatinine (eGFRcrea) among participants of European ancestry from the CKDGen Consortium (nStage1: 111,666; nStage2: 48,343). In single-variant analyses, we identified single nucleotide polymorphisms at seven new loci associated with eGFRcrea (PPM1J, EDEM3, ACP1, SPEG, EYA4, CYP1A1, and ATXN2L; PStage1<3.7×10(-7)), of which most were common and annotated as nonsynonymous variants. Gene-based analysis identified associations of functional rare variants in three genes with eGFRcrea, including a novel association with the SOS Ras/Rho guanine nucleotide exchange factor 2 gene, SOS2 (P=5.4×10(-8) by sequence kernel association test). Experimental follow-up in zebrafish embryos revealed changes in glomerular gene expression and renal tubule morphology in the embryonic kidney of acp1- and sos2-knockdowns. These developmental abnormalities associated with altered blood clearance rate and heightened prevalence of edema. This study expands the number of loci associated with kidney function and identifies novel genes with potential roles in kidney formation.
1 aLi, Man1 aLi, Yong1 aWeeks, Olivia1 aMijatovic, Vladan1 aTeumer, Alexander1 aHuffman, Jennifer, E1 aTromp, Gerard1 aFuchsberger, Christian1 aGorski, Mathias1 aLyytikäinen, Leo-Pekka1 aNutile, Teresa1 aSedaghat, Sanaz1 aSorice, Rossella1 aTin, Adrienne1 aYang, Qiong1 aAhluwalia, Tarunveer, S1 aArking, Dan, E1 aBihlmeyer, Nathan, A1 aBöger, Carsten, A1 aCarroll, Robert, J1 aChasman, Daniel, I1 aCornelis, Marilyn, C1 aDehghan, Abbas1 aFaul, Jessica, D1 aFeitosa, Mary, F1 aGambaro, Giovanni1 aGasparini, Paolo1 aGiulianini, Franco1 aHeid, Iris1 aHuang, Jinyan1 aImboden, Medea1 aJackson, Anne, U1 aJeff, Janina1 aJhun, Min, A1 aKatz, Ronit1 aKifley, Annette1 aKilpeläinen, Tuomas, O1 aKumar, Ashish1 aLaakso, Markku1 aLi-Gao, Ruifang1 aLohman, Kurt1 aLu, Yingchang1 aMägi, Reedik1 aMalerba, Giovanni1 aMihailov, Evelin1 aMohlke, Karen, L1 aMook-Kanamori, Dennis, O1 aRobino, Antonietta1 aRuderfer, Douglas1 aSalvi, Erika1 aSchick, Ursula, M1 aSchulz, Christina-Alexandra1 aSmith, Albert, V1 aSmith, Jennifer, A1 aTraglia, Michela1 aYerges-Armstrong, Laura, M1 aZhao, Wei1 aGoodarzi, Mark, O1 aKraja, Aldi, T1 aLiu, Chunyu1 aWessel, Jennifer1 aBoerwinkle, Eric1 aBorecki, Ingrid, B1 aBork-Jensen, Jette1 aBottinger, Erwin, P1 aBraga, Daniele1 aBrandslund, Ivan1 aBrody, Jennifer, A1 aCampbell, Archie1 aCarey, David, J1 aChristensen, Cramer1 aCoresh, Josef1 aCrook, Errol1 aCurhan, Gary, C1 aCusi, Daniele1 ade Boer, Ian, H1 ade Vries, Aiko, P J1 aDenny, Joshua, C1 aDevuyst, Olivier1 aDreisbach, Albert, W1 aEndlich, Karlhans1 aEsko, Tõnu1 aFranco, Oscar, H1 aFulop, Tibor1 aGerhard, Glenn, S1 aGlümer, Charlotte1 aGottesman, Omri1 aGrarup, Niels1 aGudnason, Vilmundur1 aHarris, Tamara, B1 aHayward, Caroline1 aHocking, Lynne1 aHofman, Albert1 aHu, Frank, B1 aHusemoen, Lise, Lotte N1 aJackson, Rebecca, D1 aJørgensen, Torben1 aJørgensen, Marit, E1 aKähönen, Mika1 aKardia, Sharon, L R1 aKönig, Wolfgang1 aKooperberg, Charles1 aKriebel, Jennifer1 aLauner, Lenore, J1 aLauritzen, Torsten1 aLehtimäki, Terho1 aLevy, Daniel1 aLinksted, Pamela1 aLinneberg, Allan1 aLiu, Yongmei1 aLoos, Ruth, J F1 aLupo, Antonio1 aMeisinger, Christine1 aMelander, Olle1 aMetspalu, Andres1 aMitchell, Paul1 aNauck, Matthias1 aNürnberg, Peter1 aOrho-Melander, Marju1 aParsa, Afshin1 aPedersen, Oluf1 aPeters, Annette1 aPeters, Ulrike1 aPolasek, Ozren1 aPorteous, David1 aProbst-Hensch, Nicole, M1 aPsaty, Bruce, M1 aQi, Lu1 aRaitakari, Olli, T1 aReiner, Alex, P1 aRettig, Rainer1 aRidker, Paul, M1 aRivadeneira, Fernando1 aRossouw, Jacques, E1 aSchmidt, Frank1 aSiscovick, David1 aSoranzo, Nicole1 aStrauch, Konstantin1 aToniolo, Daniela1 aTurner, Stephen, T1 aUitterlinden, André, G1 aUlivi, Sheila1 aVelayutham, Dinesh1 aVölker, Uwe1 aVölzke, Henry1 aWaldenberger, Melanie1 aWang, Jie, Jin1 aWeir, David, R1 aWitte, Daniel1 aKuivaniemi, Helena1 aFox, Caroline, S1 aFranceschini, Nora1 aGoessling, Wolfram1 aKöttgen, Anna1 aChu, Audrey, Y1 aCHARGE Glycemic-T2D Working Group,1 aCHARGE Blood Pressure Working Group, uhttps://chs-nhlbi.org/node/725506088nas a2201561 4500008004100000022001400041245007200055210006900127260001600196520173100212100002801943700002101971700002401992700001802016700002002034700002202054700002502076700001602101700001802117700001802135700001802153700002002171700002002191700001502211700002302226700003002249700001902279700001302298700002102311700002802332700002002360700002402380700002002404700001902424700001802443700002102461700002102482700002102503700001702524700002202541700001902563700001902582700002002601700002502621700002302646700002202669700002402691700002102715700002402736700002202760700002202782700001702804700002302821700001902844700002202863700002302885700001902908700002002927700002002947700002402967700001802991700002203009700001203031700001303043700002103056700001503077700002503092700002103117700002203138700002103160700002203181700002703203700001703230700002503247700002003272700002303292700001803315700002003333700001503353700002303368700002603391700002203417700001603439700001903455700001703474700002203491700002403513700002403537700002203561700002603583700002003609700002103629700002403650700002103674700001803695700002403713700001703737700002603754700001603780700002803796700001903824700001903843700002103862700002003883700002303903700002403926700001903950700002703969700002203996700002204018700002404040700001804064700002204082700001904104700002204123700002304145700002304168700001804191700002904209700002004238700001904258700002204277700001804299700002404317700002204341700001904363700002404382700001504406700002204421700002304443700002404466856003604490 2017 eng d a1460-208300aDiscovery of novel heart rate-associated loci using the Exome Chip.0 aDiscovery of novel heart rateassociated loci using the Exome Chi c2017 Apr 033 aBackground Resting heart rate is a heritable trait, and an increase in heart rate is associated with increased mortality risk. GWAS analyses have found loci associated with resting heart rate, at the time of our study these loci explained 0.9% of the variation.Aim To discover new genetic loci associated with heart rate from Exome Chip meta-analyses.Methods Heart rate was measured from either elecrtrocardiograms or pulse recordings. We meta-analysed heart rate association results from 104,452 European-ancestry individuals from 30 cohorts, genotyped using the Exome Chip. Twenty-four variants were selected for follow-up in an independent dataset (UK Biobank, N = 134,251). Conditional and gene-based testing was undertaken, and variants were investigated with bioinformatics methods.Results We discovered five novel heart rate loci, and one new independent low-frequency non-synonymous variant in an established heart rate locus (KIAA1755). Lead variants in four of the novel loci are non-synonymous variants in the genes C10orf71, DALDR3, TESK2, SEC31B. The variant at SEC31B is significantly associated with SEC31B expression in heart and tibial nerve tissue. Further candidate genes were detected from long range regulatory chromatin interactions in heart tissue (SCD, SLF2, MAPK8). We observed significant enrichment in DNase I hypersensitive sites in fetal heart and lung. Moreover, enrichment was seen for the first time in human neuronal progenitor cells (derived from embryonic stem cells) and fetal muscle samples by including our novel variants.Conclusion Our findings advance the knowledge of the genetic architecture of heart rate, and indicate new candidate genes for follow-up functional studies.
1 avan den Berg, Marten, E1 aWarren, Helen, R1 aCabrera, Claudia, P1 aVerweij, Niek1 aMifsud, Borbala1 aHaessler, Jeffrey1 aBihlmeyer, Nathan, A1 aFu, Yi-Ping1 aWeiss, Stefan1 aLin, Henry, J1 aGrarup, Niels1 aLi-Gao, Ruifang1 aPistis, Giorgio1 aShah, Nabi1 aBrody, Jennifer, A1 aMüller-Nurasyid, Martina1 aLin, Honghuang1 aMei, Hao1 aSmith, Albert, V1 aLyytikäinen, Leo-Pekka1 aHall, Leanne, M1 avan Setten, Jessica1 aTrompet, Stella1 aPrins, Bram, P1 aIsaacs, Aaron1 aRadmanesh, Farid1 aMarten, Jonathan1 aEntwistle, Aiman1 aKors, Jan, A1 aSilva, Claudia, T1 aAlonso, Alvaro1 aBis, Joshua, C1 ade Boer, Rudolf1 ade Haan, Hugoline, G1 ade Mutsert, Renée1 aDedoussis, George1 aDominiczak, Anna, F1 aDoney, Alex, S F1 aEllinor, Patrick, T1 aEppinga, Ruben, N1 aFelix, Stephan, B1 aGuo, Xiuqing1 aHagemeijer, Yanick1 aHansen, Torben1 aHarris, Tamara, B1 aHeckbert, Susan, R1 aHuang, Paul, L1 aHwang, Shih-Jen1 aKähönen, Mika1 aKanters, Jørgen, K1 aKolcic, Ivana1 aLauner, Lenore, J1 aLi, Man1 aYao, Jie1 aLinneberg, Allan1 aLiu, Simin1 aMacfarlane, Peter, W1 aMangino, Massimo1 aMorris, Andrew, D1 aMulas, Antonella1 aMurray, Alison, D1 aNelson, Christopher, P1 aOrrù, Marco1 aPadmanabhan, Sandosh1 aPeters, Annette1 aPorteous, David, J1 aPoulter, Neil1 aPsaty, Bruce, M1 aQi, Lihong1 aRaitakari, Olli, T1 aRivadeneira, Fernando1 aRoselli, Carolina1 aRudan, Igor1 aSattar, Naveed1 aSever, Peter1 aSinner, Moritz, F1 aSoliman, Elsayed, Z1 aSpector, Timothy, D1 aStanton, Alice, V1 aStirrups, Kathleen, E1 aTaylor, Kent, D1 aTobin, Martin, D1 aUitterlinden, Andre1 aVaartjes, Ilonca1 aHoes, Arno, W1 avan der Meer, Peter1 aVölker, Uwe1 aWaldenberger, Melanie1 aXie, Zhijun1 aZoledziewska, Magdalena1 aTinker, Andrew1 aPolasek, Ozren1 aRosand, Jonathan1 aJamshidi, Yalda1 aDuijn, Cornelia, M1 aZeggini, Eleftheria1 aJukema, Wouter1 aAsselbergs, Folkert, W1 aSamani, Nilesh, J1 aLehtimäki, Terho1 aGudnason, Vilmundur1 aWilson, James1 aLubitz, Steven, A1 aKääb, Stefan1 aSotoodehnia, Nona1 aCaulfield, Mark, J1 aPalmer, Colin, N A1 aSanna, Serena1 aMook-Kanamori, Dennis, O1 aDeloukas, Panos1 aPedersen, Oluf1 aRotter, Jerome, I1 aDörr, Marcus1 aO'Donnell, Chris, J1 aHayward, Caroline1 aArking, Dan, E1 aKooperberg, Charles1 aHarst, Pim1 aEijgelsheim, Mark1 aStricker, Bruno, H1 aMunroe, Patricia, B uhttps://chs-nhlbi.org/node/736309668nas 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/757303989nas a2201057 4500008004100000022001400041245012200055210006900177260001600246300001000262490000600272520101400278100002101292700002201313700001801335700002501353700002001378700002001398700002101418700002101439700001801460700002201478700002601500700002101526700001301547700001901560700001601579700001401595700001501609700002701624700002101651700001901672700002501691700002101716700001501737700001501752700001801767700001601785700001901801700001901820700002001839700001801859700002001877700002301897700001601920700002701936700001501963700002101978700002101999700002302020700002502043700002202068700002102090700002502111700002102136700002702157700002202184700001602206700002502222700002102247700001702268700002102285700001602306700002002322700001902342700002502361700002502386700002402411700002202435700001902457700001802476700002102494700002302515700001902538700002002557700002202577700002302599700002102622700001902643700001702662700001702679700002402696700002002720700002602740700002402766700002102790700002102811700002102832710004202853856003602895 2017 eng d a2041-172300aLarge-scale GWAS identifies multiple loci for hand grip strength providing biological insights into muscular fitness.0 aLargescale GWAS identifies multiple loci for hand grip strength c2017 Jul 12 a160150 v83 aHand grip strength is a widely used proxy of muscular fitness, a marker of frailty, and predictor of a range of morbidities and all-cause mortality. To investigate the genetic determinants of variation in grip strength, we perform a large-scale genetic discovery analysis in a combined sample of 195,180 individuals and identify 16 loci associated with grip strength (P<5 × 10) in combined analyses. A number of these loci contain genes implicated in structure and function of skeletal muscle fibres (ACTG1), neuronal maintenance and signal transduction (PEX14, TGFA, SYT1), or monogenic syndromes with involvement of psychomotor impairment (PEX14, LRPPRC and KANSL1). Mendelian randomization analyses are consistent with a causal effect of higher genetically predicted grip strength on lower fracture risk. In conclusion, our findings provide new biological insight into the mechanistic underpinnings of grip strength and the causal role of muscular strength in age-related morbidities and mortality.
1 aWillems, Sara, M1 aWright, Daniel, J1 aDay, Felix, R1 aTrajanoska, Katerina1 aJoshi, Peter, K1 aMorris, John, A1 aMatteini, Amy, M1 aGarton, Fleur, C1 aGrarup, Niels1 aOskolkov, Nikolay1 aThalamuthu, Anbupalam1 aMangino, Massimo1 aLiu, Jun1 aDemirkan, Ayse1 aLek, Monkol1 aXu, Liwen1 aWang, Guan1 aOldmeadow, Christopher1 aGaulton, Kyle, J1 aLotta, Luca, A1 aMiyamoto-Mikami, Eri1 aRivas, Manuel, A1 aWhite, Tom1 aLoh, Po-Ru1 aAadahl, Mette1 aAmin, Najaf1 aAttia, John, R1 aAustin, Krista1 aBenyamin, Beben1 aBrage, Søren1 aCheng, Yu-Ching1 aCięszczyk, Paweł1 aDerave, Wim1 aEriksson, Karl-Fredrik1 aEynon, Nir1 aLinneberg, Allan1 aLucia, Alejandro1 aMassidda, Myosotis1 aMitchell, Braxton, D1 aMiyachi, Motohiko1 aMurakami, Haruka1 aPadmanabhan, Sandosh1 aPandey, Ashutosh1 aPapadimitriou, Ioannis1 aRajpal, Deepak, K1 aSale, Craig1 aSchnurr, Theresia, M1 aSessa, Francesco1 aShrine, Nick1 aTobin, Martin, D1 aVarley, Ian1 aWain, Louise, V1 aWray, Naomi, R1 aLindgren, Cecilia, M1 aMacArthur, Daniel, G1 aWaterworth, Dawn, M1 aMcCarthy, Mark, I1 aPedersen, Oluf1 aKhaw, Kay-Tee1 aKiel, Douglas, P1 aPitsiladis, Yannis1 aFuku, Noriyuki1 aFranks, Paul, W1 aNorth, Kathryn, N1 aDuijn, Cornelia, M1 aMather, Karen, A1 aHansen, Torben1 aHansson, Ola1 aSpector, Tim1 aMurabito, Joanne, M1 aRichards, Brent1 aRivadeneira, Fernando1 aLangenberg, Claudia1 aPerry, John, R B1 aWareham, Nick, J1 aScott, Robert, A1 aGEFOS Any-Type of Fracture Consortium uhttps://chs-nhlbi.org/node/768807019nas a2201849 4500008004100000022001400041245009300055210006900148260001300217490000700230520169900237100001901936700001901955700002101974700002301995700001602018700002502034700002202059700001802081700001902099700001702118700002602135700001602161700003002177700002302207700002102230700002502251700002002276700002102296700002302317700001602340700002302356700002002379700001702399700002102416700002302437700002202460700001402482700002502496700002902521700002402550700002102574700001802595700001702613700002502630700001802655700001802673700002002691700002202711700002502733700001302758700002002771700002402791700002502815700001902840700001902859700002102878700002702899700001902926700001402945700002402959700002302983700002203006700002503028700002603053700002303079700002203102700002103124700002003145700001803165700002603183700001703209700001803226700002303244700002403267700001203291700002103303700002103324700002203345700002103367700002703388700002303415700001803438700002203456700002003478700002403498700001803522700001903540700002103559700001603580700002003596700002303616700002003639700002203659700001603681700002103697700001903718700002203737700001703759700002003776700002303796700002703819700002403846700001903870700002203889700001903911700002403930700001503954700002003969700001903989700002204008700001904030700002104049700002204070700002304092700001904115700001904134700002104153700002504174700002004199700002004219700002204239700001604261700002004277700002204297700002004319700001604339700002604355700001904381700001504400700002404415700002304439700002604462700002404488700002504512700002104537700002304558700002104581700002404602700002104626700002504647700001704672700002704689700002004716700002004736700002304756700002304779700001804802700002504820700001704845700002904862700002404891700002404915710004304939710015104982856003605133 2017 eng d a1942-326800aNew Blood Pressure-Associated Loci Identified in Meta-Analyses of 475 000 Individuals.0 aNew Blood PressureAssociated Loci Identified in MetaAnalyses of c2017 Oct0 v103 aBACKGROUND: Genome-wide association studies have recently identified >400 loci that harbor DNA sequence variants that influence blood pressure (BP). Our earlier studies identified and validated 56 single nucleotide variants (SNVs) associated with BP from meta-analyses of exome chip genotype data. An additional 100 variants yielded suggestive evidence of association.
METHODS AND RESULTS: Here, we augment the sample with 140 886 European individuals from the UK Biobank, in whom 77 of the 100 suggestive SNVs were available for association analysis with systolic BP or diastolic BP or pulse pressure. We performed 2 meta-analyses, one in individuals of European, South Asian, African, and Hispanic descent (pan-ancestry, ≈475 000), and the other in the subset of individuals of European descent (≈423 000). Twenty-one SNVs were genome-wide significant (P<5×10-8) for BP, of which 4 are new BP loci: rs9678851 (missense, SLC4A1AP), rs7437940 (AFAP1), rs13303 (missense, STAB1), and rs1055144 (7p15.2). In addition, we identified a potentially independent novel BP-associated SNV, rs3416322 (missense, SYNPO2L) at a known locus, uncorrelated with the previously reported SNVs. Two SNVs are associated with expression levels of nearby genes, and SNVs at 3 loci are associated with other traits. One SNV with a minor allele frequency <0.01, (rs3025380 at DBH) was genome-wide significant.
CONCLUSIONS: We report 4 novel loci associated with BP regulation, and 1 independent variant at an established BP locus. This analysis highlights several candidate genes with variation that alter protein function or gene expression for potential follow-up.
1 aKraja, Aldi, T1 aCook, James, P1 aWarren, Helen, R1 aSurendran, Praveen1 aLiu, Chunyu1 aEvangelou, Evangelos1 aManning, Alisa, K1 aGrarup, Niels1 aDrenos, Fotios1 aSim, Xueling1 aSmith, Albert, Vernon1 aAmin, Najaf1 aBlakemore, Alexandra, I F1 aBork-Jensen, Jette1 aBrandslund, Ivan1 aFarmaki, Aliki-Eleni1 aFava, Cristiano1 aFerreira, Teresa1 aHerzig, Karl-Heinz1 aGiri, Ayush1 aGiulianini, Franco1 aGrove, Megan, L1 aGuo, Xiuqing1 aHarris, Sarah, E1 aHave, Christian, T1 aHavulinna, Aki, S1 aZhang, He1 aJørgensen, Marit, E1 aKäräjämäki, AnneMari1 aKooperberg, Charles1 aLinneberg, Allan1 aLittle, Louis1 aLiu, Yongmei1 aBonnycastle, Lori, L1 aLu, Yingchang1 aMägi, Reedik1 aMahajan, Anubha1 aMalerba, Giovanni1 aMarioni, Riccardo, E1 aMei, Hao1 aMenni, Cristina1 aMorrison, Alanna, C1 aPadmanabhan, Sandosh1 aPalmas, Walter1 aPoveda, Alaitz1 aRauramaa, Rainer1 aRayner, Nigel, William1 aRiaz, Muhammad1 aRice, Ken1 aRichard, Melissa, A1 aSmith, Jennifer, A1 aSoutham, Lorraine1 aStančáková, Alena1 aStirrups, Kathleen, E1 aTragante, Vinicius1 aTuomi, Tiinamaija1 aTzoulaki, Ioanna1 aVarga, Tibor, V1 aWeiss, Stefan1 aYiorkas, Andrianos, M1 aYoung, Robin1 aZhang, Weihua1 aBarnes, Michael, R1 aCabrera, Claudia, P1 aGao, He1 aBoehnke, Michael1 aBoerwinkle, Eric1 aChambers, John, C1 aConnell, John, M1 aChristensen, Cramer, K1 ade Boer, Rudolf, A1 aDeary, Ian, J1 aDedoussis, George1 aDeloukas, Panos1 aDominiczak, Anna, F1 aDörr, Marcus1 aJoehanes, Roby1 aEdwards, Todd, L1 aEsko, Tõnu1 aFornage, Myriam1 aFranceschini, Nora1 aFranks, Paul, W1 aGambaro, Giovanni1 aGroop, Leif1 aHallmans, Göran1 aHansen, Torben1 aHayward, Caroline1 aHeikki, Oksa1 aIngelsson, Erik1 aTuomilehto, Jaakko1 aJarvelin, Marjo-Riitta1 aKardia, Sharon, L R1 aKarpe, Fredrik1 aKooner, Jaspal, S1 aLakka, Timo, A1 aLangenberg, Claudia1 aLind, Lars1 aLoos, Ruth, J F1 aLaakso, Markku1 aMcCarthy, Mark, I1 aMelander, Olle1 aMohlke, Karen, L1 aMorris, Andrew, P1 aPalmer, Colin, N A1 aPedersen, Oluf1 aPolasek, Ozren1 aPoulter, Neil, R1 aProvince, Michael, A1 aPsaty, Bruce, M1 aRidker, Paul, M1 aRotter, Jerome, I1 aRudan, Igor1 aSalomaa, Veikko1 aSamani, Nilesh, J1 aSever, Peter, J1 aSkaaby, Tea1 aStafford, Jeanette, M1 aStarr, John, M1 aHarst, Pim1 avan der Meer, Peter1 aDuijn, Cornelia, M1 aVergnaud, Anne-Claire1 aGudnason, Vilmundur1 aWareham, Nicholas, J1 aWilson, James, G1 aWiller, Cristen, J1 aWitte, Daniel, R1 aZeggini, Eleftheria1 aSaleheen, Danish1 aButterworth, Adam, S1 aDanesh, John1 aAsselbergs, Folkert, W1 aWain, Louise, V1 aEhret, Georg, B1 aChasman, Daniel, I1 aCaulfield, Mark, J1 aElliott, Paul1 aLindgren, Cecilia, M1 aLevy, Daniel1 aNewton-Cheh, Christopher1 aMunroe, Patricia, B1 aHowson, Joanna, M M1 aUnderstanding Society Scientific Group1 aCHARGE EXOME BP, CHD Exome+, Exome BP, GoT2D:T2DGenes Consortia, The UK Biobank Cardio-Metabolic Traits Consortium Blood Pressure Working Group† uhttps://chs-nhlbi.org/node/756905196nas a2201345 4500008004100000022001400041245009400055210006900149260001300218300001200231490000700243520143500250100001901685700002401704700002101728700002501749700002101774700002301795700002101818700001701839700001801856700003001874700002001904700001801924700001801942700002001960700002801980700002102008700001802029700001902047700002202066700002802088700001302116700002202129700002202151700001202173700001902185700002402204700002102228700001902249700001802268700002402286700002002310700001702330700002202347700002202369700001902391700002102410700002402431700001702455700001602472700001902488700002202507700002702529700002402556700002202580700002402602700002002626700002602646700002202672700002302694700001902717700002102736700001602757700002302773700002402796700001302820700001702833700002002850700002202870700002202892700002902914700002002943700002602963700002402989700002203013700002503035700002003060700001903080700002203099700001803121700001703139700002103156700002403177700002103201700001703222700002003239700002303259700002403282700001903306700002403325700002003349700002303369700002403392700002103416700002203437700001903459700001903478700001903497700001503516700002303531700001903554700002303573700002203596700001803618700002003636700002703656700002403683700002203707700002103729700002403750700002203774700001803796856003603814 2018 eng d a2574-830000aCommon and Rare Coding Genetic Variation Underlying the Electrocardiographic PR Interval.0 aCommon and Rare Coding Genetic Variation Underlying the Electroc c2018 May ae0020370 v113 aBACKGROUND: Electrical conduction from the cardiac sinoatrial node to the ventricles is critical for normal heart function. Genome-wide association studies have identified more than a dozen common genetic loci that are associated with PR interval. However, it is unclear whether rare and low-frequency variants also contribute to PR interval heritability.
METHODS: We performed large-scale meta-analyses of the PR interval that included 83 367 participants of European ancestry and 9436 of African ancestry. We examined both common and rare variants associated with the PR interval.
RESULTS: We identified 31 genetic loci that were significantly associated with PR interval after Bonferroni correction (<1.2×10), including 11 novel loci that have not been reported previously. Many of these loci are involved in heart morphogenesis. In gene-based analysis, we found that multiple rare variants at (=5.9×10) and (=1.1×10) were associated with PR interval. locus also was implicated in the common variant analysis, whereas was a novel locus.
CONCLUSIONS: We identified common variants at 11 novel loci and rare variants within 2 gene regions that were significantly associated with PR interval. Our findings provide novel insights to the current understanding of atrioventricular conduction, which is critical for cardiac activity and an important determinant of health.
1 aLin, Honghuang1 avan Setten, Jessica1 aSmith, Albert, V1 aBihlmeyer, Nathan, A1 aWarren, Helen, R1 aBrody, Jennifer, A1 aRadmanesh, Farid1 aHall, Leanne1 aGrarup, Niels1 aMüller-Nurasyid, Martina1 aBoutin, Thibaud1 aVerweij, Niek1 aLin, Henry, J1 aLi-Gao, Ruifang1 avan den Berg, Marten, E1 aMarten, Jonathan1 aWeiss, Stefan1 aPrins, Bram, P1 aHaessler, Jeffrey1 aLyytikäinen, Leo-Pekka1 aMei, Hao1 aHarris, Tamara, B1 aLauner, Lenore, J1 aLi, Man1 aAlonso, Alvaro1 aSoliman, Elsayed, Z1 aConnell, John, M1 aHuang, Paul, L1 aWeng, Lu-Chen1 aJameson, Heather, S1 aHucker, William1 aHanley, Alan1 aTucker, Nathan, R1 aChen, Yii-Der Ida1 aBis, Joshua, C1 aRice, Kenneth, M1 aSitlani, Colleen, M1 aKors, Jan, A1 aXie, Zhijun1 aWen, Chengping1 aMagnani, Jared, W1 aNelson, Christopher, P1 aKanters, Jørgen, K1 aSinner, Moritz, F1 aStrauch, Konstantin1 aPeters, Annette1 aWaldenberger, Melanie1 aMeitinger, Thomas1 aBork-Jensen, Jette1 aPedersen, Oluf1 aLinneberg, Allan1 aRudan, Igor1 ade Boer, Rudolf, A1 avan der Meer, Peter1 aYao, Jie1 aGuo, Xiuqing1 aTaylor, Kent, D1 aSotoodehnia, Nona1 aRotter, Jerome, I1 aMook-Kanamori, Dennis, O1 aTrompet, Stella1 aRivadeneira, Fernando1 aUitterlinden, Andre1 aEijgelsheim, Mark1 aPadmanabhan, Sandosh1 aSmith, Blair, H1 aVölzke, Henry1 aFelix, Stephan, B1 aHomuth, Georg1 aVölker, Uwe1 aMangino, Massimo1 aSpector, Timothy, D1 aBots, Michiel, L1 aPerez, Marco1 aKähönen, Mika1 aRaitakari, Olli, T1 aGudnason, Vilmundur1 aArking, Dan, E1 aMunroe, Patricia, B1 aPsaty, Bruce, M1 aDuijn, Cornelia, M1 aBenjamin, Emelia, J1 aRosand, Jonathan1 aSamani, Nilesh, J1 aHansen, Torben1 aKääb, Stefan1 aPolasek, Ozren1 aHarst, Pim1 aHeckbert, Susan, R1 aJukema, Wouter1 aStricker, Bruno, H1 aHayward, Caroline1 aDörr, Marcus1 aJamshidi, Yalda1 aAsselbergs, Folkert, W1 aKooperberg, Charles1 aLehtimäki, Terho1 aWilson, James, G1 aEllinor, Patrick, T1 aLubitz, Steven, A1 aIsaacs, Aaron uhttps://chs-nhlbi.org/node/780105658nas a2201489 4500008004100000022001400041245010600055210006900161260001500230300000700245490000700252520146500259100001901724700002101743700002301764700002701787700001901814700002501833700002501858700002301883700002501906700002901931700002201960700002301982700001702005700001702022700001802039700002202057700002002079700002102099700001802120700002002138700001902158700001802177700002802195700002102223700001302244700003002257700001902287700002502306700002102331700001902352700002302371700002002394700002402414700002102438700001802459700002102477700001802498700001902516700002002535700002102555700002302576700002402599700002202623700002402645700001702669700002202686700002202708700002202730700002302752700001902775700001702794700002002811700001702831700002202848700002202870700001202892700002102904700002702925700001902952700001702971700002002988700001903008700002003027700002303047700002103070700002203091700002203113700002403135700002003159700002403179700002803203700001903231700002003250700002403270700002103294700002403315700001703339700001903356700002603375700002103401700001603422700002703438700001803465700002303483700002103506700002803527700002403555700001903579700001903598700002403617700002403641700002203665700001803687700002203705700002903727700002403756700003203780700002103812700001603833700002203849700002403871700002003895700001603915700002303931700001803954700002203972700002003994700001504014700002104029700002404050700001904074700001904093700002004112856003604132 2018 eng d a1474-760X00aExome-chip meta-analysis identifies novel loci associated with cardiac conduction, including ADAMTS6.0 aExomechip metaanalysis identifies novel loci associated with car c2018 07 17 a870 v193 aBACKGROUND: Genome-wide association studies conducted on QRS duration, an electrocardiographic measurement associated with heart failure and sudden cardiac death, have led to novel biological insights into cardiac function. However, the variants identified fall predominantly in non-coding regions and their underlying mechanisms remain unclear.
RESULTS: Here, we identify putative functional coding variation associated with changes in the QRS interval duration by combining Illumina HumanExome BeadChip genotype data from 77,898 participants of European ancestry and 7695 of African descent in our discovery cohort, followed by replication in 111,874 individuals of European ancestry from the UK Biobank and deCODE cohorts. We identify ten novel loci, seven within coding regions, including ADAMTS6, significantly associated with QRS duration in gene-based analyses. ADAMTS6 encodes a secreted metalloprotease of currently unknown function. In vitro validation analysis shows that the QRS-associated variants lead to impaired ADAMTS6 secretion and loss-of function analysis in mice demonstrates a previously unappreciated role for ADAMTS6 in connexin 43 gap junction expression, which is essential for myocardial conduction.
CONCLUSIONS: Our approach identifies novel coding and non-coding variants underlying ventricular depolarization and provides a possible mechanism for the ADAMTS6-associated conduction changes.
1 aPrins, Bram, P1 aMead, Timothy, J1 aBrody, Jennifer, A1 aSveinbjornsson, Gardar1 aNtalla, Ioanna1 aBihlmeyer, Nathan, A1 avan den Berg, Marten1 aBork-Jensen, Jette1 aCappellani, Stefania1 aVan Duijvenboden, Stefan1 aKlena, Nikolai, T1 aGabriel, George, C1 aLiu, Xiaoqin1 aGulec, Cagri1 aGrarup, Niels1 aHaessler, Jeffrey1 aHall, Leanne, M1 aIorio, Annamaria1 aIsaacs, Aaron1 aLi-Gao, Ruifang1 aLin, Honghuang1 aLiu, Ching-Ti1 aLyytikäinen, Leo-Pekka1 aMarten, Jonathan1 aMei, Hao1 aMüller-Nurasyid, Martina1 aOrini, Michele1 aPadmanabhan, Sandosh1 aRadmanesh, Farid1 aRamirez, Julia1 aRobino, Antonietta1 aSchwartz, Molly1 avan Setten, Jessica1 aSmith, Albert, V1 aVerweij, Niek1 aWarren, Helen, R1 aWeiss, Stefan1 aAlonso, Alvaro1 aArnar, David, O1 aBots, Michiel, L1 ade Boer, Rudolf, A1 aDominiczak, Anna, F1 aEijgelsheim, Mark1 aEllinor, Patrick, T1 aGuo, Xiuqing1 aFelix, Stephan, B1 aHarris, Tamara, B1 aHayward, Caroline1 aHeckbert, Susan, R1 aHuang, Paul, L1 aJukema, J, W1 aKähönen, Mika1 aKors, Jan, A1 aLambiase, Pier, D1 aLauner, Lenore, J1 aLi, Man1 aLinneberg, Allan1 aNelson, Christopher, P1 aPedersen, Oluf1 aPerez, Marco1 aPeters, Annette1 aPolasek, Ozren1 aPsaty, Bruce, M1 aRaitakari, Olli, T1 aRice, Kenneth, M1 aRotter, Jerome, I1 aSinner, Moritz, F1 aSoliman, Elsayed, Z1 aSpector, Tim, D1 aStrauch, Konstantin1 aThorsteinsdottir, Unnur1 aTinker, Andrew1 aTrompet, Stella1 aUitterlinden, Andre1 aVaartjes, Ilonca1 avan der Meer, Peter1 aVölker, Uwe1 aVölzke, Henry1 aWaldenberger, Melanie1 aWilson, James, G1 aXie, Zhijun1 aAsselbergs, Folkert, W1 aDörr, Marcus1 aDuijn, Cornelia, M1 aGasparini, Paolo1 aGudbjartsson, Daniel, F1 aGudnason, Vilmundur1 aHansen, Torben1 aKääb, Stefan1 aKanters, Jørgen, K1 aKooperberg, Charles1 aLehtimäki, Terho1 aLin, Henry, J1 aLubitz, Steven, A1 aMook-Kanamori, Dennis, O1 aConti, Francesco, J1 aNewton-Cheh, Christopher, H1 aRosand, Jonathan1 aRudan, Igor1 aSamani, Nilesh, J1 aSinagra, Gianfranco1 aSmith, Blair, H1 aHolm, Hilma1 aStricker, Bruno, H1 aUlivi, Sheila1 aSotoodehnia, Nona1 aApte, Suneel, S1 aHarst, Pim1 aStefansson, Kari1 aMunroe, Patricia, B1 aArking, Dan, E1 aLo, Cecilia, W1 aJamshidi, Yalda uhttps://chs-nhlbi.org/node/780905298nas a2201333 4500008004100000022001400041245011200055210006900167260001300236300001200249490000700261520154600268100002501814700002301839700002601862700002101888700001901909700001801928700001801946700002101964700002101985700002002006700001802026700001302044700003002057700002502087700001802112700001702130700001302147700002002160700002502180700001802205700001902223700002402242700002202266700002802288700001202316700001902328700002402347700001902371700001602390700002202406700002002428700002302448700002202471700002502493700002102518700001902539700001602558700002402574700001702598700002102615700002202636700002702658700002102685700002302706700001902729700001902748700002102767700002202788700002002810700002602830700002202856700002002878700001802898700001602916700002302932700002402955700001802979700002002997700002303017700002003040700001903060700001803079700002503097700002603122700002403148700001703172700001803189700001903207700002203226700002103248700002403269700002103293700001703314700002303331700002003354700001803374700002403392700002403416700002203440700002303462700003203485700002203517700002103539700002203560700002403582700002103606700001903627700001903646700001503665700002303680700002203703700002903725700002203754700001803776700002003794700002703814700002403841700002203865700001903887700002203906856003603928 2018 eng d a2574-830000aExomeChip-Wide Analysis of 95 626 Individuals Identifies 10 Novel Loci Associated With QT and JT Intervals.0 aExomeChipWide Analysis of 95 626 Individuals Identifies 10 Novel c2018 Jan ae0017580 v113 aBACKGROUND: QT interval, measured through a standard ECG, captures the time it takes for the cardiac ventricles to depolarize and repolarize. JT interval is the component of the QT interval that reflects ventricular repolarization alone. Prolonged QT interval has been linked to higher risk of sudden cardiac arrest.
METHODS AND RESULTS: We performed an ExomeChip-wide analysis for both QT and JT intervals, including 209 449 variants, both common and rare, in 17 341 genes from the Illumina Infinium HumanExome BeadChip. We identified 10 loci that modulate QT and JT interval duration that have not been previously reported in the literature using single-variant statistical models in a meta-analysis of 95 626 individuals from 23 cohorts (comprised 83 884 European ancestry individuals, 9610 blacks, 1382 Hispanics, and 750 Asians). This brings the total number of ventricular repolarization associated loci to 45. In addition, our approach of using coding variants has highlighted the role of 17 specific genes for involvement in ventricular repolarization, 7 of which are in novel loci.
CONCLUSIONS: Our analyses show a role for myocyte internal structure and interconnections in modulating QT interval duration, adding to previous known roles of potassium, sodium, and calcium ion regulation, as well as autonomic control. We anticipate that these discoveries will open new paths to the goal of making novel remedies for the prevention of lethal ventricular arrhythmias and sudden cardiac arrest.
1 aBihlmeyer, Nathan, A1 aBrody, Jennifer, A1 aSmith, Albert, Vernon1 aWarren, Helen, R1 aLin, Honghuang1 aIsaacs, Aaron1 aLiu, Ching-Ti1 aMarten, Jonathan1 aRadmanesh, Farid1 aHall, Leanne, M1 aGrarup, Niels1 aMei, Hao1 aMüller-Nurasyid, Martina1 aHuffman, Jennifer, E1 aVerweij, Niek1 aGuo, Xiuqing1 aYao, Jie1 aLi-Gao, Ruifang1 avan den Berg, Marten1 aWeiss, Stefan1 aPrins, Bram, P1 avan Setten, Jessica1 aHaessler, Jeffrey1 aLyytikäinen, Leo-Pekka1 aLi, Man1 aAlonso, Alvaro1 aSoliman, Elsayed, Z1 aBis, Joshua, C1 aAustin, Tom1 aChen, Yii-Der Ida1 aPsaty, Bruce, M1 aHarrris, Tamara, B1 aLauner, Lenore, J1 aPadmanabhan, Sandosh1 aDominiczak, Anna1 aHuang, Paul, L1 aXie, Zhijun1 aEllinor, Patrick, T1 aKors, Jan, A1 aCampbell, Archie1 aMurray, Alison, D1 aNelson, Christopher, P1 aTobin, Martin, D1 aBork-Jensen, Jette1 aHansen, Torben1 aPedersen, Oluf1 aLinneberg, Allan1 aSinner, Moritz, F1 aPeters, Annette1 aWaldenberger, Melanie1 aMeitinger, Thomas1 aPerz, Siegfried1 aKolcic, Ivana1 aRudan, Igor1 ade Boer, Rudolf, A1 avan der Meer, Peter1 aLin, Henry, J1 aTaylor, Kent, D1 ade Mutsert, Renée1 aTrompet, Stella1 aJukema, Wouter1 aMaan, Arie, C1 aStricker, Bruno, H C1 aRivadeneira, Fernando1 aUitterlinden, Andre1 aVölker, Uwe1 aHomuth, Georg1 aVölzke, Henry1 aFelix, Stephan, B1 aMangino, Massimo1 aSpector, Timothy, D1 aBots, Michiel, L1 aPerez, Marco1 aRaitakari, Olli, T1 aKähönen, Mika1 aMononen, Nina1 aGudnason, Vilmundur1 aMunroe, Patricia, B1 aLubitz, Steven, A1 aDuijn, Cornelia, M1 aNewton-Cheh, Christopher, H1 aHayward, Caroline1 aRosand, Jonathan1 aSamani, Nilesh, J1 aKanters, Jørgen, K1 aWilson, James, G1 aKääb, Stefan1 aPolasek, Ozren1 aHarst, Pim1 aHeckbert, Susan, R1 aRotter, Jerome, I1 aMook-Kanamori, Dennis, O1 aEijgelsheim, Mark1 aDörr, Marcus1 aJamshidi, Yalda1 aAsselbergs, Folkert, W1 aKooperberg, Charles1 aLehtimäki, Terho1 aArking, Dan, E1 aSotoodehnia, Nona uhttps://chs-nhlbi.org/node/778405787nas a2201681 4500008004100000022001400041245009400055210006900149260001500218300000900233490000600242520110000248100002201348700001801370700002201388700001301410700002001423700002301443700002501466700002101491700002801512700002001540700002701560700001901587700001801606700001701624700002001641700002001661700001901681700002101700700002201721700002101743700002401764700002301788700002501811700002101836700001801857700001801875700002101893700001901914700002301933700002101956700001501977700002201992700001402014700002102028700002702049700002502076700002202101700002002123700002602143700001802169700002702187700001802214700001902232700002102251700002202272700002402294700002102318700002702339700001802366700001602384700002002400700002002420700002302440700001902463700001902482700001902501700002302520700001902543700002302562700002702585700002602612700002402638700001902662700001602681700001802697700001302715700002402728700001702752700002102769700002002790700002402810700002002834700002202854700002302876700002302899700001802922700004102940700002402981700001903005700002703024700001903051700002003070700001603090700002203106700001903128700002303147700002003170700001803190700002603208700002003234700002403254700001803278700001803296700002003314700002503334700002603359700001603385700002203401700002003423700002403443700002203467700002003489700002003509700002903529700002403558700001903582700002003601700001603621700001903637700002003656700002003676700001903696700002103715700002803736700001903764700001903783700002103802700003003823700001603853700002003869700001803889700002203907700001903929700001903948700001803967700001903985700002004004700001804024710002704042856003604069 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/792705089nas a2201429 4500008004100000022001400041245009100055210006900146260000900215300000600224490000600230520111900236100002501355700002601380700002001406700002101426700002001447700002001467700001901487700002501506700001301531700002001544700002301564700002501587700002801612700001801640700001201658700002401670700002101694700002101715700002101736700002301757700002001780700002401800700002001824700001901844700001901863700002201882700001601904700002801920700002401948700002301972700002401995700002302019700001802042700001602060700001602076700001702092700001602109700001702125700002302142700002502165700002102190700002102211700001802232700002102250700002502271700002002296700001702316700002402333700002602357700002202383700001902405700001502424700002202439700001802461700001802479700002002497700001902517700002002536700002302556700001202579700002002591700002802611700001702639700001602656700002402672700001902696700001902715700001902734700002102753700001902774700002102793700002902814700001902843700002002862700002802882700001802910700002302928700002402951700001902975700002002994700001603014700002003030700002403050700001903074700002203093700001903115700002403134700002103158700002403179700002203203700001603225700001803241700001703259700002303276700002003299700002203319700002003341700002603361700001803387700002403405700002203429700002303451700001903474700002403493700001703517700002103534700002503555710004303580856003603623 2018 eng d a2398-502X00aMeta-analysis of exome array data identifies six novel genetic loci for lung function.0 aMetaanalysis of exome array data identifies six novel genetic lo c2018 a40 v33 aOver 90 regions of the genome have been associated with lung function to date, many of which have also been implicated in chronic obstructive pulmonary disease. We carried out meta-analyses of exome array data and three lung function measures: forced expiratory volume in one second (FEV ), forced vital capacity (FVC) and the ratio of FEV to FVC (FEV /FVC). These analyses by the SpiroMeta and CHARGE consortia included 60,749 individuals of European ancestry from 23 studies, and 7,721 individuals of African Ancestry from 5 studies in the discovery stage, with follow-up in up to 111,556 independent individuals. We identified significant (P<2·8x10 ) associations with six SNPs: a nonsynonymous variant in , which is predicted to be damaging, three intronic SNPs ( and ) and two intergenic SNPs near to and Expression quantitative trait loci analyses found evidence for regulation of gene expression at three signals and implicated several genes, including and . Further interrogation of these loci could provide greater understanding of the determinants of lung function and pulmonary disease.
1 aJackson, Victoria, E1 aLatourelle, Jeanne, C1 aWain, Louise, V1 aSmith, Albert, V1 aGrove, Megan, L1 aBartz, Traci, M1 aObeidat, Ma'en1 aProvince, Michael, A1 aGao, Wei1 aQaiser, Beenish1 aPorteous, David, J1 aCassano, Patricia, A1 aAhluwalia, Tarunveer, S1 aGrarup, Niels1 aLi, Jin1 aAltmaier, Elisabeth1 aMarten, Jonathan1 aHarris, Sarah, E1 aManichaikul, Ani1 aPottinger, Tess, D1 aLi-Gao, Ruifang1 aLind-Thomsen, Allan1 aMahajan, Anubha1 aLahousse, Lies1 aImboden, Medea1 aTeumer, Alexander1 aPrins, Bram1 aLyytikäinen, Leo-Pekka1 aEiriksdottir, Gudny1 aFranceschini, Nora1 aSitlani, Colleen, M1 aBrody, Jennifer, A1 aBossé, Yohan1 aTimens, Wim1 aKraja, Aldi1 aLoukola, Anu1 aTang, Wenbo1 aLiu, Yongmei1 aBork-Jensen, Jette1 aJustesen, Johanne, M1 aLinneberg, Allan1 aLange, Leslie, A1 aRawal, Rajesh1 aKarrasch, Stefan1 aHuffman, Jennifer, E1 aSmith, Blair, H1 aDavies, Gail1 aBurkart, Kristin, M1 aMychaleckyj, Josyf, C1 aBonten, Tobias, N1 aEnroth, Stefan1 aLind, Lars1 aBrusselle, Guy, G1 aKumar, Ashish1 aStubbe, Beate1 aKähönen, Mika1 aWyss, Annah, B1 aPsaty, Bruce, M1 aHeckbert, Susan, R1 aHao, Ke1 aRantanen, Taina1 aKritchevsky, Stephen, B1 aLohman, Kurt1 aSkaaby, Tea1 aPisinger, Charlotta1 aHansen, Torben1 aSchulz, Holger1 aPolasek, Ozren1 aCampbell, Archie1 aStarr, John, M1 aRich, Stephen, S1 aMook-Kanamori, Dennis, O1 aJohansson, Asa1 aIngelsson, Erik1 aUitterlinden, André, G1 aWeiss, Stefan1 aRaitakari, Olli, T1 aGudnason, Vilmundur1 aNorth, Kari, E1 aGharib, Sina, A1 aSin, Don, D1 aTaylor, Kent, D1 aO'Connor, George, T1 aKaprio, Jaakko1 aHarris, Tamara, B1 aPederson, Oluf1 aVestergaard, Henrik1 aWilson, James, G1 aStrauch, Konstantin1 aHayward, Caroline1 aKerr, Shona1 aDeary, Ian, J1 aBarr, Graham1 ade Mutsert, Renée1 aGyllensten, Ulf1 aMorris, Andrew, P1 aIkram, Arfan, M1 aProbst-Hensch, Nicole1 aGläser, Sven1 aZeggini, Eleftheria1 aLehtimäki, Terho1 aStrachan, David, P1 aDupuis, Josée1 aMorrison, Alanna, C1 aHall, Ian, P1 aTobin, Martin, D1 aLondon, Stephanie, J1 aUnderstanding Society Scientific Group uhttps://chs-nhlbi.org/node/779509584nas a2203049 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2018 eng d a1546-171800aRefining the accuracy of validated target identification through coding variant fine-mapping in type 2 diabetes.0 aRefining the accuracy of validated target identification through c2018 Apr a559-5710 v503 aWe aggregated coding variant data for 81,412 type 2 diabetes cases and 370,832 controls of diverse ancestry, identifying 40 coding variant association signals (P < 2.2 × 10); of these, 16 map outside known risk-associated loci. We make two important observations. First, only five of these signals are driven by low-frequency variants: even for these, effect sizes are modest (odds ratio ≤1.29). Second, when we used large-scale genome-wide association data to fine-map the associated variants in their regional context, accounting for the global enrichment of complex trait associations in coding sequence, compelling evidence for coding variant causality was obtained for only 16 signals. At 13 others, the associated coding variants clearly represent 'false leads' with potential to generate erroneous mechanistic inference. Coding variant associations offer a direct route to biological insight for complex diseases and identification of validated therapeutic targets; however, appropriate mechanistic inference requires careful specification of their causal contribution to disease predisposition.
1 aMahajan, Anubha1 aWessel, Jennifer1 aWillems, Sara, M1 aZhao, Wei1 aRobertson, Neil, R1 aChu, Audrey, Y1 aGan, Wei1 aKitajima, Hidetoshi1 aTaliun, Daniel1 aRayner, William1 aGuo, Xiuqing1 aLu, Yingchang1 aLi, Man1 aJensen, Richard, A1 aHu, Yao1 aHuo, Shaofeng1 aLohman, Kurt, K1 aZhang, Weihua1 aCook, James, P1 aPrins, Bram, Peter1 aFlannick, Jason1 aGrarup, Niels1 aTrubetskoy, Vassily, Vladimirov1 aKravic, Jasmina1 aKim, Young, Jin1 aRybin, Denis, V1 aYaghootkar, Hanieh1 aMüller-Nurasyid, Martina1 aMeidtner, Karina1 aLi-Gao, Ruifang1 aVarga, Tibor, V1 aMarten, Jonathan1 aLi, Jin1 aSmith, Albert, Vernon1 aAn, Ping1 aLigthart, Symen1 aGustafsson, Stefan1 aMalerba, Giovanni1 aDemirkan, Ayse1 aTajes, Juan, Fernandez1 aSteinthorsdottir, Valgerdur1 aWuttke, Matthias1 aLecoeur, Cécile1 aPreuss, Michael1 aBielak, Lawrence, F1 aGraff, Marielisa1 aHighland, Heather, M1 aJustice, Anne, E1 aLiu, Dajiang, J1 aMarouli, Eirini1 aPeloso, Gina, Marie1 aWarren, Helen, R1 aAfaq, Saima1 aAfzal, Shoaib1 aAhlqvist, Emma1 aAlmgren, Peter1 aAmin, Najaf1 aBang, Lia, B1 aBertoni, Alain, G1 aBombieri, Cristina1 aBork-Jensen, Jette1 aBrandslund, Ivan1 aBrody, Jennifer, A1 aBurtt, Noel, P1 aCanouil, Mickaël1 aChen, Yii-Der Ida1 aCho, Yoon Shin1 aChristensen, Cramer1 aEastwood, Sophie, V1 aEckardt, Kai-Uwe1 aFischer, Krista1 aGambaro, Giovanni1 aGiedraitis, Vilmantas1 aGrove, Megan, L1 ade Haan, Hugoline, G1 aHackinger, Sophie1 aHai, Yang1 aHan, Sohee1 aTybjærg-Hansen, Anne1 aHivert, Marie-France1 aIsomaa, Bo1 aJäger, Susanne1 aJørgensen, Marit, E1 aJørgensen, Torben1 aKäräjämäki, AnneMari1 aKim, Bong-Jo1 aKim, Sung, Soo1 aKoistinen, Heikki, A1 aKovacs, Peter1 aKriebel, Jennifer1 aKronenberg, Florian1 aLäll, Kristi1 aLange, Leslie, A1 aLee, Jung-Jin1 aLehne, Benjamin1 aLi, Huaixing1 aLin, Keng-Hung1 aLinneberg, Allan1 aLiu, Ching-Ti1 aLiu, Jun1 aLoh, Marie1 aMägi, Reedik1 aMamakou, Vasiliki1 aMcKean-Cowdin, Roberta1 aNadkarni, Girish1 aNeville, Matt1 aNielsen, Sune, F1 aNtalla, Ioanna1 aPeyser, Patricia, A1 aRathmann, Wolfgang1 aRice, Kenneth1 aRich, Stephen, S1 aRode, Line1 aRolandsson, Olov1 aSchönherr, Sebastian1 aSelvin, Elizabeth1 aSmall, Kerrin, S1 aStančáková, Alena1 aSurendran, Praveen1 aTaylor, Kent, D1 aTeslovich, Tanya, M1 aThorand, Barbara1 aThorleifsson, Gudmar1 aTin, Adrienne1 aTönjes, Anke1 aVarbo, Anette1 aWitte, Daniel, R1 aWood, Andrew, R1 aYajnik, Pranav1 aYao, Jie1 aYengo, Loic1 aYoung, Robin1 aAmouyel, Philippe1 aBoeing, Heiner1 aBoerwinkle, Eric1 aBottinger, Erwin, P1 aChowdhury, Raj1 aCollins, Francis, S1 aDedoussis, George1 aDehghan, Abbas1 aDeloukas, Panos1 aFerrario, Marco, M1 aFerrieres, Jean1 aFlorez, Jose, C1 aFrossard, Philippe1 aGudnason, Vilmundur1 aHarris, Tamara, B1 aHeckbert, Susan, R1 aHowson, Joanna, M M1 aIngelsson, Martin1 aKathiresan, Sekar1 aKee, Frank1 aKuusisto, Johanna1 aLangenberg, Claudia1 aLauner, Lenore, J1 aLindgren, Cecilia, M1 aMännistö, Satu1 aMeitinger, Thomas1 aMelander, Olle1 aMohlke, Karen, L1 aMoitry, Marie1 aMorris, Andrew, D1 aMurray, Alison, D1 ade Mutsert, Renée1 aOrho-Melander, Marju1 aOwen, Katharine, R1 aPerola, Markus1 aPeters, Annette1 aProvince, Michael, A1 aRasheed, Asif1 aRidker, Paul, M1 aRivadineira, Fernando1 aRosendaal, Frits, R1 aRosengren, Anders, H1 aSalomaa, Veikko1 aSheu, Wayne, H-H1 aSladek, Rob1 aSmith, Blair, H1 aStrauch, Konstantin1 aUitterlinden, André, G1 aVarma, Rohit1 aWiller, Cristen, J1 aBlüher, Matthias1 aButterworth, Adam, S1 aChambers, John, Campbell1 aChasman, Daniel, I1 aDanesh, John1 aDuijn, Cornelia1 aDupuis, Josée1 aFranco, Oscar, H1 aFranks, Paul, W1 aFroguel, Philippe1 aGrallert, Harald1 aGroop, Leif1 aHan, Bok-Ghee1 aHansen, Torben1 aHattersley, Andrew, T1 aHayward, Caroline1 aIngelsson, Erik1 aKardia, Sharon, L R1 aKarpe, Fredrik1 aKooner, Jaspal, Singh1 aKöttgen, Anna1 aKuulasmaa, Kari1 aLaakso, Markku1 aLin, Xu1 aLind, Lars1 aLiu, Yongmei1 aLoos, Ruth, J F1 aMarchini, Jonathan1 aMetspalu, Andres1 aMook-Kanamori, Dennis1 aNordestgaard, Børge, G1 aPalmer, Colin, N A1 aPankow, James, S1 aPedersen, Oluf1 aPsaty, Bruce, M1 aRauramaa, Rainer1 aSattar, Naveed1 aSchulze, Matthias, B1 aSoranzo, Nicole1 aSpector, Timothy, D1 aStefansson, Kari1 aStumvoll, Michael1 aThorsteinsdottir, Unnur1 aTuomi, Tiinamaija1 aTuomilehto, Jaakko1 aWareham, Nicholas, J1 aWilson, James, G1 aZeggini, Eleftheria1 aScott, Robert, A1 aBarroso, Inês1 aFrayling, Timothy, M1 aGoodarzi, Mark, O1 aMeigs, James, B1 aBoehnke, Michael1 aSaleheen, Danish1 aMorris, Andrew, P1 aRotter, Jerome, I1 aMcCarthy, Mark, I1 aExomeBP Consortium1 aMAGIC Consortium1 aGIANT Consortium uhttps://chs-nhlbi.org/node/766808059nas a2201585 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2018 eng d a1474-547X00aRisk thresholds for alcohol consumption: combined analysis of individual-participant data for 599 912 current drinkers in 83 prospective studies.0 aRisk thresholds for alcohol consumption combined analysis of ind c2018 04 14 a1513-15230 v3913 aBACKGROUND: Low-risk limits recommended for alcohol consumption vary substantially across different national guidelines. To define thresholds associated with lowest risk for all-cause mortality and cardiovascular disease, we studied individual-participant data from 599 912 current drinkers without previous cardiovascular disease.
METHODS: We did a combined analysis of individual-participant data from three large-scale data sources in 19 high-income countries (the Emerging Risk Factors Collaboration, EPIC-CVD, and the UK Biobank). We characterised dose-response associations and calculated hazard ratios (HRs) per 100 g per week of alcohol (12·5 units per week) across 83 prospective studies, adjusting at least for study or centre, age, sex, smoking, and diabetes. To be eligible for the analysis, participants had to have information recorded about their alcohol consumption amount and status (ie, non-drinker vs current drinker), plus age, sex, history of diabetes and smoking status, at least 1 year of follow-up after baseline, and no baseline history of cardiovascular disease. The main analyses focused on current drinkers, whose baseline alcohol consumption was categorised into eight predefined groups according to the amount in grams consumed per week. We assessed alcohol consumption in relation to all-cause mortality, total cardiovascular disease, and several cardiovascular disease subtypes. We corrected HRs for estimated long-term variability in alcohol consumption using 152 640 serial alcohol assessments obtained some years apart (median interval 5·6 years [5th-95th percentile 1·04-13·5]) from 71 011 participants from 37 studies.
FINDINGS: In the 599 912 current drinkers included in the analysis, we recorded 40 310 deaths and 39 018 incident cardiovascular disease events during 5·4 million person-years of follow-up. For all-cause mortality, we recorded a positive and curvilinear association with the level of alcohol consumption, with the minimum mortality risk around or below 100 g per week. Alcohol consumption was roughly linearly associated with a higher risk of stroke (HR per 100 g per week higher consumption 1·14, 95% CI, 1·10-1·17), coronary disease excluding myocardial infarction (1·06, 1·00-1·11), heart failure (1·09, 1·03-1·15), fatal hypertensive disease (1·24, 1·15-1·33); and fatal aortic aneurysm (1·15, 1·03-1·28). By contrast, increased alcohol consumption was log-linearly associated with a lower risk of myocardial infarction (HR 0·94, 0·91-0·97). In comparison to those who reported drinking >0-≤100 g per week, those who reported drinking >100-≤200 g per week, >200-≤350 g per week, or >350 g per week had lower life expectancy at age 40 years of approximately 6 months, 1-2 years, or 4-5 years, respectively.
INTERPRETATION: In current drinkers of alcohol in high-income countries, the threshold for lowest risk of all-cause mortality was about 100 g/week. For cardiovascular disease subtypes other than myocardial infarction, there were no clear risk thresholds below which lower alcohol consumption stopped being associated with lower disease risk. These data support limits for alcohol consumption that are lower than those recommended in most current guidelines.
FUNDING: UK Medical Research Council, British Heart Foundation, National Institute for Health Research, European Union Framework 7, and European Research Council.
1 aWood, Angela, M1 aKaptoge, Stephen1 aButterworth, Adam, S1 aWilleit, Peter1 aWarnakula, Samantha1 aBolton, Thomas1 aPaige, Ellie1 aPaul, Dirk, S1 aSweeting, Michael1 aBurgess, Stephen1 aBell, Steven1 aAstle, William1 aStevens, David1 aKoulman, Albert1 aSelmer, Randi, M1 aVerschuren, W, M Monique1 aSato, Shinichi1 aNjølstad, Inger1 aWoodward, Mark1 aSalomaa, Veikko1 aNordestgaard, Børge, G1 aYeap, Bu, B1 aFletcher, Astrid1 aMelander, Olle1 aKuller, Lewis, H1 aBalkau, Beverley1 aMarmot, Michael1 aKoenig, Wolfgang1 aCasiglia, Edoardo1 aCooper, Cyrus1 aArndt, Volker1 aFranco, Oscar, H1 aWennberg, Patrik1 aGallacher, John1 ade la Cámara, Agustin, Gómez1 aVölzke, Henry1 aDahm, Christina, C1 aDale, Caroline, E1 aBergmann, Manuela, M1 aCrespo, Carlos, J1 aSchouw, Yvonne, T1 aKaaks, Rudolf1 aSimons, Leon, A1 aLagiou, Pagona1 aSchoufour, Josje, D1 aBoer, Jolanda, M A1 aKey, Timothy, J1 aRodriguez, Beatriz1 aMoreno-Iribas, Conchi1 aDavidson, Karina, W1 aTaylor, James, O1 aSacerdote, Carlotta1 aWallace, Robert, B1 aQuiros, Ramon1 aTumino, Rosario1 aBlazer, Dan, G1 aLinneberg, Allan1 aDaimon, Makoto1 aPanico, Salvatore1 aHoward, Barbara1 aSkeie, Guri1 aStrandberg, Timo1 aWeiderpass, Elisabete1 aNietert, Paul, J1 aPsaty, Bruce, M1 aKromhout, Daan1 aSalamanca-Fernandez, Elena1 aKiechl, Stefan1 aKrumholz, Harlan, M1 aGrioni, Sara1 aPalli, Domenico1 aHuerta, José, M1 aPrice, Jackie1 aSundström, Johan1 aArriola, Larraitz1 aArima, Hisatomi1 aTravis, Ruth, C1 aPanagiotakos, Demosthenes, B1 aKarakatsani, Anna1 aTrichopoulou, Antonia1 aKühn, Tilman1 aGrobbee, Diederick, E1 aBarrett-Connor, Elizabeth1 avan Schoor, Natasja1 aBoeing, Heiner1 aOvervad, Kim1 aKauhanen, Jussi1 aWareham, Nick1 aLangenberg, Claudia1 aForouhi, Nita1 aWennberg, Maria1 aDesprés, Jean-Pierre1 aCushman, Mary1 aCooper, Jackie, A1 aRodriguez, Carlos, J1 aSakurai, Masaru1 aShaw, Jonathan, E1 aKnuiman, Matthew1 aVoortman, Trudy1 aMeisinger, Christa1 aTjønneland, Anne1 aBrenner, Hermann1 aPalmieri, Luigi1 aDallongeville, Jean1 aBrunner, Eric, J1 aAssmann, Gerd1 aTrevisan, Maurizio1 aGillum, Richard, F1 aFord, Ian1 aSattar, Naveed1 aLazo, Mariana1 aThompson, Simon, G1 aFerrari, Pietro1 aLeon, David, A1 aSmith, George Davey1 aPeto, Richard1 aJackson, Rod1 aBanks, Emily1 aDi Angelantonio, Emanuele1 aDanesh, John1 aEmerging Risk Factors Collaboration/EPIC-CVD/UK Biobank Alcohol Study Group uhttps://chs-nhlbi.org/node/766405243nas a2201489 4500008004100000022001400041245006800055210006300123260001600186300001800202490000800220520113000228100002201358700001701380700001801397700002101415700001801436700001501454700002001469700002301489700002301512700002501535700002201560700001601582700002201598700002801620700002301648700002201671700001801693700001901711700002201730700001701752700001701769700002001786700002001806700002101826700002001847700002301867700002401890700002301914700002601937700002901963700002301992700002002015700001702035700003002052700001602082700002002098700001802118700001602136700002202152700002202174700002002196700001702216700001802233700002002251700001202271700002402283700001902307700001902326700002402345700001502369700002002384700002002404700002002424700002302444700002002467700002402487700002302511700002102534700002202555700002102577700001702598700002802615700002102643700002002664700002102684700001802705700002402723700002402747700001702771700002102788700001902809700002002828700002002848700002302868700002102891700002902912700002302941700002202964700002002986700002803006700002303034700001403057700002403071700002103095700001703116700001903133700002503152700001803177700001203195700001803207700002103225700002003246700002303266700001503289700001203304700002003316700002203336700002003358700001903378700002503397700002003422700002203442700002003464700002303484700001803507700002203525700002503547700002503572700002403597700002203621700002303643700002003666710003103686856003603717 2020 eng d a1097-417200aThe Polygenic and Monogenic Basis of Blood Traits and Diseases.0 aPolygenic and Monogenic Basis of Blood Traits and Diseases c2020 Sep 03 a1214-1231.e110 v1823 aBlood cells play essential roles in human health, underpinning physiological processes such as immunity, oxygen transport, and clotting, which when perturbed cause a significant global health burden. Here we integrate data from UK Biobank and a large-scale international collaborative effort, including data for 563,085 European ancestry participants, and discover 5,106 new genetic variants independently associated with 29 blood cell phenotypes covering a range of variation impacting hematopoiesis. We holistically characterize the genetic architecture of hematopoiesis, assess the relevance of the omnigenic model to blood cell phenotypes, delineate relevant hematopoietic cell states influenced by regulatory genetic variants and gene networks, identify novel splice-altering variants mediating the associations, and assess the polygenic prediction potential for blood traits and clinical disorders at the interface of complex and Mendelian genetics. These results show the power of large-scale blood cell trait GWAS to interrogate clinically meaningful variants across a wide allelic spectrum of human variation.
1 aVuckovic, Dragana1 aBao, Erik, L1 aAkbari, Parsa1 aLareau, Caleb, A1 aMousas, Abdou1 aJiang, Tao1 aChen, Ming-Huei1 aRaffield, Laura, M1 aTardaguila, Manuel1 aHuffman, Jennifer, E1 aRitchie, Scott, C1 aMegy, Karyn1 aPonstingl, Hannes1 aPenkett, Christopher, J1 aAlbers, Patrick, K1 aWigdor, Emilie, M1 aSakaue, Saori1 aMoscati, Arden1 aManansala, Regina1 aLo, Ken, Sin1 aQian, Huijun1 aAkiyama, Masato1 aBartz, Traci, M1 aBen-Shlomo, Yoav1 aBeswick, Andrew1 aBork-Jensen, Jette1 aBottinger, Erwin, P1 aBrody, Jennifer, A1 avan Rooij, Frank, J A1 aChitrala, Kumaraswamy, N1 aWilson, Peter, W F1 aChoquet, Helene1 aDanesh, John1 aDi Angelantonio, Emanuele1 aDimou, Niki1 aDing, Jingzhong1 aElliott, Paul1 aEsko, Tõnu1 aEvans, Michele, K1 aFelix, Stephan, B1 aFloyd, James, S1 aBroer, Linda1 aGrarup, Niels1 aGuo, Michael, H1 aGuo, Qi1 aGreinacher, Andreas1 aHaessler, Jeff1 aHansen, Torben1 aHowson, Joanna, M M1 aHuang, Wei1 aJorgenson, Eric1 aKacprowski, Tim1 aKähönen, Mika1 aKamatani, Yoichiro1 aKanai, Masahiro1 aKarthikeyan, Savita1 aKoskeridis, Fotios1 aLange, Leslie, A1 aLehtimäki, Terho1 aLinneberg, Allan1 aLiu, Yongmei1 aLyytikäinen, Leo-Pekka1 aManichaikul, Ani1 aMatsuda, Koichi1 aMohlke, Karen, L1 aMononen, Nina1 aMurakami, Yoshinori1 aNadkarni, Girish, N1 aNikus, Kjell1 aPankratz, Nathan1 aPedersen, Oluf1 aPreuss, Michael1 aPsaty, Bruce, M1 aRaitakari, Olli, T1 aRich, Stephen, S1 aRodriguez, Benjamin, A T1 aRosen, Jonathan, D1 aRotter, Jerome, I1 aSchubert, Petra1 aSpracklen, Cassandra, N1 aSurendran, Praveen1 aTang, Hua1 aTardif, Jean-Claude1 aGhanbari, Mohsen1 aVölker, Uwe1 aVölzke, Henry1 aWatkins, Nicholas, A1 aWeiss, Stefan1 aCai, Na1 aKundu, Kousik1 aWatt, Stephen, B1 aWalter, Klaudia1 aZonderman, Alan, B1 aCho, Kelly1 aLi, Yun1 aLoos, Ruth, J F1 aKnight, Julian, C1 aGeorges, Michel1 aStegle, Oliver1 aEvangelou, Evangelos1 aOkada, Yukinori1 aRoberts, David, J1 aInouye, Michael1 aJohnson, Andrew, D1 aAuer, Paul, L1 aAstle, William, J1 aReiner, Alexander, P1 aButterworth, Adam, S1 aOuwehand, Willem, H1 aLettre, Guillaume1 aSankaran, Vijay, G1 aSoranzo, Nicole1 aVA Million Veteran Program uhttps://chs-nhlbi.org/node/849005226nas a2201465 4500008004100000022001400041245010900055210006900164260001600233300001800249490000800267520110800275100002001383700002301403700001801426700001801444700002501462700001901487700001901506700001501525700001801540700002201558700001701580700001501597700002201612700002501634700001701659700001701676700001701693700002101710700002301731700001901754700002001773700002001793700002101813700002001834700002301854700002401877700002301901700002601924700003101950700001501981700002001996700001902016700001702035700003002052700001602082700002002098700001802118700001602136700002202152700002002174700001702194700001802211700002002229700002402249700001902273700001902292700002402311700002002335700001502355700002002370700002002390700002002410700002302430700002002453700002402473700002202497700002102519700002202540700002102562700002102583700001702604700002802621700002102649700002202670700002002692700002102712700001802733700002402751700002402775700002002799700001702819700002402836700002102860700001902881700002002900700002002920700002302940700002202963700002102985700002903006700002303035700002203058700002003080700002803100700002303128700001403151700002403165700002503189700002103214700001703235700001903252700002503271700002303296700002303319700001203342700002503354700002803379700002803407700001703435700002003452700002203472700002503494700002303519700002303542700002003565700002003585700002303605700002503628700001803653700002203671710003103693856003603724 2020 eng d a1097-417200aTrans-ethnic and Ancestry-Specific Blood-Cell Genetics in 746,667 Individuals from 5 Global Populations.0 aTransethnic and AncestrySpecific BloodCell Genetics in 746667 In c2020 Sep 03 a1198-1213.e140 v1823 aMost loci identified by GWASs have been found in populations of European ancestry (EUR). In trans-ethnic meta-analyses for 15 hematological traits in 746,667 participants, including 184,535 non-EUR individuals, we identified 5,552 trait-variant associations at p < 5 × 10, including 71 novel associations not found in EUR populations. We also identified 28 additional novel variants in ancestry-specific, non-EUR meta-analyses, including an IL7 missense variant in South Asians associated with lymphocyte count in vivo and IL-7 secretion levels in vitro. Fine-mapping prioritized variants annotated as functional and generated 95% credible sets that were 30% smaller when using the trans-ethnic as opposed to the EUR-only results. We explored the clinical significance and predictive value of trans-ethnic variants in multiple populations and compared genetic architecture and the effect of natural selection on these blood phenotypes between populations. Altogether, our results for hematological traits highlight the value of a more global representation of populations in genetic studies.
1 aChen, Ming-Huei1 aRaffield, Laura, M1 aMousas, Abdou1 aSakaue, Saori1 aHuffman, Jennifer, E1 aMoscati, Arden1 aTrivedi, Bhavi1 aJiang, Tao1 aAkbari, Parsa1 aVuckovic, Dragana1 aBao, Erik, L1 aZhong, Xue1 aManansala, Regina1 aLaplante, Véronique1 aChen, Minhui1 aLo, Ken, Sin1 aQian, Huijun1 aLareau, Caleb, A1 aBeaudoin, Mélissa1 aHunt, Karen, A1 aAkiyama, Masato1 aBartz, Traci, M1 aBen-Shlomo, Yoav1 aBeswick, Andrew1 aBork-Jensen, Jette1 aBottinger, Erwin, P1 aBrody, Jennifer, A1 avan Rooij, Frank, J A1 aChitrala, Kumaraswamynaidu1 aCho, Kelly1 aChoquet, Helene1 aCorrea, Adolfo1 aDanesh, John1 aDi Angelantonio, Emanuele1 aDimou, Niki1 aDing, Jingzhong1 aElliott, Paul1 aEsko, Tõnu1 aEvans, Michele, K1 aFloyd, James, S1 aBroer, Linda1 aGrarup, Niels1 aGuo, Michael, H1 aGreinacher, Andreas1 aHaessler, Jeff1 aHansen, Torben1 aHowson, Joanna, M M1 aHuang, Qin, Qin1 aHuang, Wei1 aJorgenson, Eric1 aKacprowski, Tim1 aKähönen, Mika1 aKamatani, Yoichiro1 aKanai, Masahiro1 aKarthikeyan, Savita1 aKoskeridis, Fotis1 aLange, Leslie, A1 aLehtimäki, Terho1 aLerch, Markus, M1 aLinneberg, Allan1 aLiu, Yongmei1 aLyytikäinen, Leo-Pekka1 aManichaikul, Ani1 aMartin, Hilary, C1 aMatsuda, Koichi1 aMohlke, Karen, L1 aMononen, Nina1 aMurakami, Yoshinori1 aNadkarni, Girish, N1 aNauck, Matthias1 aNikus, Kjell1 aOuwehand, Willem, H1 aPankratz, Nathan1 aPedersen, Oluf1 aPreuss, Michael1 aPsaty, Bruce, M1 aRaitakari, Olli, T1 aRoberts, David, J1 aRich, Stephen, S1 aRodriguez, Benjamin, A T1 aRosen, Jonathan, D1 aRotter, Jerome, I1 aSchubert, Petra1 aSpracklen, Cassandra, N1 aSurendran, Praveen1 aTang, Hua1 aTardif, Jean-Claude1 aTrembath, Richard, C1 aGhanbari, Mohsen1 aVölker, Uwe1 aVölzke, Henry1 aWatkins, Nicholas, A1 aZonderman, Alan, B1 aWilson, Peter, W F1 aLi, Yun1 aButterworth, Adam, S1 aGauchat, Jean-François1 aChiang, Charleston, W K1 aLi, Bingshan1 aLoos, Ruth, J F1 aAstle, William, J1 aEvangelou, Evangelos1 avan Heel, David, A1 aSankaran, Vijay, G1 aOkada, Yukinori1 aSoranzo, Nicole1 aJohnson, Andrew, D1 aReiner, Alexander, P1 aAuer, Paul, L1 aLettre, Guillaume1 aVA Million Veteran Program uhttps://chs-nhlbi.org/node/848106377nas a2201849 4500008004100000022001400041245011300055210006900168260001500237300000900252490000700261520114200268653001001410653003701420653001501457653003001472653001801502653001001520653003801530653001301568653001101581653003101592653001501623653002001638100002301658700002401681700001601705700002001721700001701741700002001758700002001778700001801798700001601816700001901832700001901851700002001870700002101890700001901911700002401930700001501954700003101969700001602000700002902016700001802045700001902063700002102082700002502103700002102128700002202149700002702171700002202198700002002220700001702240700001802257700002002275700001902295700002902314700002102343700001902364700002302383700002802406700001902434700003102453700002802484700002202512700002102534700003602555700002402591700001802615700001602633700001702649700002402666700001502690700002002705700001902725700002602744700002402770700003202794700002102826700002602847700002502873700002002898700001702918700002002935700002502955700002602980700002203006700001903028700001903047700001803066700002003084700001703104700002103121700002103142700001703163700002003180700002303200700002003223700003603243700002003279700002203299700002603321700002103347700002203368700002403390700001903414700002203433700003003455700001903485700002303504700002103527700001903548700001903567700002003586700002003606700002503626700003103651700002103682700002203703700002103725700002303746700001703769700001603786700002103802700001803823700002403841700002403865700001803889700001903907700002203926700001903948700002003967700002103987700002204008700002204030700002304052700002404075700002004099700002704119700002104146700002104167700001904188700001904207700001804226700002204244700002104266700002004287700002004307700002304327700002604350700002104376700002004397700002504417700002104442710002804463856003604491 2021 eng d a2041-172300aDeterminants of penetrance and variable expressivity in monogenic metabolic conditions across 77,184 exomes.0 aDeterminants of penetrance and variable expressivity in monogeni c2021 06 09 a35050 v123 aHundreds of thousands of genetic variants have been reported to cause severe monogenic diseases, but the probability that a variant carrier develops the disease (termed penetrance) is unknown for virtually all of them. Additionally, the clinical utility of common polygenetic variation remains uncertain. Using exome sequencing from 77,184 adult individuals (38,618 multi-ancestral individuals from a type 2 diabetes case-control study and 38,566 participants from the UK Biobank, for whom genotype array data were also available), we apply clinical standard-of-care gene variant curation for eight monogenic metabolic conditions. Rare variants causing monogenic diabetes and dyslipidemias display effect sizes significantly larger than the top 1% of the corresponding polygenic scores. Nevertheless, penetrance estimates for monogenic variant carriers average 60% or lower for most conditions. We assess epidemiologic and genetic factors contributing to risk prediction in monogenic variant carriers, demonstrating that inclusion of polygenic variation significantly improves biomarker estimation for two monogenic dyslipidemias.
10aAdult10aBiological Variation, Population10aBiomarkers10aDiabetes Mellitus, Type 210aDyslipidemias10aExome10aGenetic Predisposition to Disease10aGenotype10aHumans10aMultifactorial Inheritance10aPenetrance10aRisk Assessment1 aGoodrich, Julia, K1 aSinger-Berk, Moriel1 aSon, Rachel1 aSveden, Abigail1 aWood, Jordan1 aEngland, Eleina1 aCole, Joanne, B1 aWeisburd, Ben1 aWatts, Nick1 aCaulkins, Lizz1 aDornbos, Peter1 aKoesterer, Ryan1 aZappala, Zachary1 aZhang, Haichen1 aMaloney, Kristin, A1 aDahl, Andy1 aAguilar-Salinas, Carlos, A1 aAtzmon, Gil1 aBarajas-Olmos, Francisco1 aBarzilai, Nir1 aBlangero, John1 aBoerwinkle, Eric1 aBonnycastle, Lori, L1 aBottinger, Erwin1 aBowden, Donald, W1 aCenteno-Cruz, Federico1 aChambers, John, C1 aChami, Nathalie1 aChan, Edmund1 aChan, Juliana1 aCheng, Ching-Yu1 aCho, Yoon Shin1 aContreras-Cubas, Cecilia1 aCórdova, Emilio1 aCorrea, Adolfo1 aDeFronzo, Ralph, A1 aDuggirala, Ravindranath1 aDupuis, Josée1 aGaray-Sevilla, Ma, Eugenia1 aGarcía-Ortiz, Humberto1 aGieger, Christian1 aGlaser, Benjamin1 aGonzález-Villalpando, Clicerio1 aGonzalez, Ma, Elena1 aGrarup, Niels1 aGroop, Leif1 aGross, Myron1 aHaiman, Christopher1 aHan, Sohee1 aHanis, Craig, L1 aHansen, Torben1 aHeard-Costa, Nancy, L1 aHenderson, Brian, E1 aHernandez, Juan, Manuel Mal1 aHwang, Mi, Yeong1 aIslas-Andrade, Sergio1 aJørgensen, Marit, E1 aKang, Hyun, Min1 aKim, Bong-Jo1 aKim, Young, Jin1 aKoistinen, Heikki, A1 aKooner, Jaspal, Singh1 aKuusisto, Johanna1 aKwak, Soo-Heon1 aLaakso, Markku1 aLange, Leslie1 aLee, Jong-Young1 aLee, Juyoung1 aLehman, Donna, M1 aLinneberg, Allan1 aLiu, Jianjun1 aLoos, Ruth, J F1 aLyssenko, Valeriya1 aMa, Ronald, C W1 aMartínez-Hernández, Angélica1 aMeigs, James, B1 aMeitinger, Thomas1 aMendoza-Caamal, Elvia1 aMohlke, Karen, L1 aMorris, Andrew, D1 aMorrison, Alanna, C1 aC Y Ng, Maggie1 aNilsson, Peter, M1 aO'Donnell, Christopher, J1 aOrozco, Lorena1 aPalmer, Colin, N A1 aPark, Kyong, Soo1 aPost, Wendy, S1 aPedersen, Oluf1 aPreuss, Michael1 aPsaty, Bruce, M1 aReiner, Alexander, P1 aRevilla-Monsalve, Cristina1 aRich, Stephen, S1 aRotter, Jerome, I1 aSaleheen, Danish1 aSchurmann, Claudia1 aSim, Xueling1 aSladek, Rob1 aSmall, Kerrin, S1 aSo, Wing, Yee1 aSpector, Timothy, D1 aStrauch, Konstantin1 aStrom, Tim, M1 aTai, Shyong, E1 aTam, Claudia, H T1 aTeo, Yik, Ying1 aThameem, Farook1 aTomlinson, Brian1 aTracy, Russell, P1 aTuomi, Tiinamaija1 aTuomilehto, Jaakko1 aTusié-Luna, Teresa1 avan Dam, Rob, M1 aVasan, Ramachandran, S1 aWilson, James, G1 aWitte, Daniel, R1 aWong, Tien-Yin1 aBurtt, Noel, P1 aZaitlen, Noah1 aMcCarthy, Mark, I1 aBoehnke, Michael1 aPollin, Toni, I1 aFlannick, Jason1 aMercader, Josep, M1 aO'Donnell-Luria, Anne1 aBaxter, Samantha1 aFlorez, Jose, C1 aMacArthur, Daniel, G1 aUdler, Miriam, S1 aAMP-T2D-GENES Consortia uhttps://chs-nhlbi.org/node/877403927nas a2200709 4500008004100000022001400041245011200055210006900167260001600236520183400252100002102086700001302107700001702120700002902137700002002166700003002186700002202216700002502238700001702263700001302280700002002293700002202313700002302335700002202358700001802380700002302398700002402421700002902445700002702474700002102501700002902522700001902551700002102570700002302591700002102614700002302635700002802658700001802686700001902704700001902723700002102742700002002763700001802783700002502801700001902826700003202845700002902877700002002906700002102926700002302947700001902970700001802989700002203007700002203029700002403051700002103075700002403096700002003120700001803140700002303158856003603181 2021 eng d a1538-783600aFGL1 as a modulator of plasma D-dimer levels: Exome-wide marker analysis of plasma tPA, PAI-1, and D-dimer.0 aFGL1 as a modulator of plasma Ddimer levels Exomewide marker ana c2021 Apr 203 aBACKGROUND: Use of targeted exome-arrays with common, rare variants and functionally enriched variation has led to discovery of new genes contributing to population variation in risk factors. Plasminogen activator-inhibitor 1 (PAI-1), tissue plasminogen activator (tPA), and the plasma product D-dimer are important components of the fibrinolytic system. There have been few large-scale genome-wide or exome-wide studies of PAI-1, tPA, and D-dimer.
OBJECTIVES: We sought to discover new genetic loci contributing to variation in these traits using an exome-array approach.
METHODS: Cohort-level analyses and fixed effects meta-analyses of PAI-1 (n = 15 603), tPA (n = 6876,) and D-dimer (n = 19 306) from 12 cohorts of European ancestry with diverse study design were conducted, including single-variant analyses and gene-based burden testing.
RESULTS: Five variants located in NME7, FGL1, and the fibrinogen locus, all associated with D-dimer levels, achieved genome-wide significance (P < 5 × 10 ). Replication was sought for these 5 variants, as well as 45 well-imputed variants with P < 1 × 10 in the discovery using an independent cohort. Replication was observed for three out of the five significant associations, including a novel and uncommon (0.013 allele frequency) coding variant p.Trp256Leu in FGL1 (fibrinogen-like-1) with increased plasma D-dimer levels. Additionally, a candidate-gene approach revealed a suggestive association for a coding variant (rs143202684-C) in SERPINB2, and suggestive associations with consistent effect in the replication analysis include an intronic variant (rs11057830-A) in SCARB1 associated with increased D-dimer levels.
CONCLUSION: This work provides new evidence for a role of FGL1 in hemostasis.
1 aThibord, Florian1 aSong, Ci1 aPattee, Jack1 aRodriguez, Benjamin, A T1 aChen, Ming-Huei1 aO'Donnell, Christopher, J1 aKleber, Marcus, E1 aDelgado, Graciela, E1 aGuo, Xiuqing1 aYao, Jie1 aTaylor, Kent, D1 aOzel, Ayse, Bilge1 aBrody, Jennifer, A1 aMcKnight, Barbara1 aGyorgy, Beata1 aSimonsick, Eleanor1 aLeonard, Hampton, L1 aCarrasquilla, Germán, D1 aGuindo-Martinez, Marta1 aSilveira, Angela1 aTemprano-Sagrera, Gerard1 aYanek, Lisa, R1 aBecker, Diane, M1 aMathias, Rasika, A1 aBecker, Lewis, C1 aRaffield, Laura, M1 aKilpeläinen, Tuomas, O1 aGrarup, Niels1 aPedersen, Oluf1 aHansen, Torben1 aLinneberg, Allan1 aHamsten, Anders1 aWatkins, Hugh1 aSabater-Lleal, Maria1 aNalls, Mike, A1 aTrégouët, David-Alexandre1 aMorange, Pierre-Emmanuel1 aPsaty, Bruce, M1 aTracy, Russel, P1 aSmith, Nicholas, L1 aDesch, Karl, C1 aCushman, Mary1 aRotter, Jerome, I1 ade Vries, Paul, S1 aPankratz, Nathan, D1 aFolsom, Aaron, R1 aMorrison, Alanna, C1 aMärz, Winfried1 aTang, Weihong1 aJohnson, Andrew, D uhttps://chs-nhlbi.org/node/879113363nas a2204429 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2022 eng d a1546-171800aMulti-ancestry genetic study of type 2 diabetes highlights the power of diverse populations for discovery and translation.0 aMultiancestry genetic study of type 2 diabetes highlights the po c2022 May a560-5720 v543 aWe assembled an ancestrally diverse collection of genome-wide association studies (GWAS) of type 2 diabetes (T2D) in 180,834 affected individuals and 1,159,055 controls (48.9% non-European descent) through the Diabetes Meta-Analysis of Trans-Ethnic association studies (DIAMANTE) Consortium. Multi-ancestry GWAS meta-analysis identified 237 loci attaining stringent genome-wide significance (P < 5 × 10), which were delineated to 338 distinct association signals. Fine-mapping of these signals was enhanced by the increased sample size and expanded population diversity of the multi-ancestry meta-analysis, which localized 54.4% of T2D associations to a single variant with >50% posterior probability. This improved fine-mapping enabled systematic assessment of candidate causal genes and molecular mechanisms through which T2D associations are mediated, laying the foundations for functional investigations. Multi-ancestry genetic risk scores enhanced transferability of T2D prediction across diverse populations. Our study provides a step toward more effective clinical translation of T2D GWAS to improve global health for all, irrespective of genetic background.
10aDiabetes Mellitus, Type 210aEthnicity10aGenetic Predisposition to Disease10aGenome-Wide Association Study10aHumans10aPolymorphism, Single Nucleotide10aRisk Factors1 aMahajan, Anubha1 aSpracklen, Cassandra, N1 aZhang, Weihua1 aC Y Ng, Maggie1 aPetty, Lauren, E1 aKitajima, Hidetoshi1 aYu, Grace, Z1 aRüeger, Sina1 aSpeidel, Leo1 aKim, Young, Jin1 aHorikoshi, Momoko1 aMercader, Josep, M1 aTaliun, Daniel1 aMoon, Sanghoon1 aKwak, Soo-Heon1 aRobertson, Neil, R1 aRayner, Nigel, W1 aLoh, Marie1 aKim, Bong-Jo1 aChiou, Joshua1 aMiguel-Escalada, Irene1 aParolo, Pietro, Della Brio1 aLin, Kuang1 aBragg, Fiona1 aPreuss, Michael, H1 aTakeuchi, Fumihiko1 aNano, Jana1 aGuo, Xiuqing1 aLamri, Amel1 aNakatochi, Masahiro1 aScott, Robert, A1 aLee, Jung-Jin1 aHuerta-Chagoya, Alicia1 aGraff, Mariaelisa1 aChai, Jin-Fang1 aParra, Esteban, J1 aYao, Jie1 aBielak, Lawrence, F1 aTabara, Yasuharu1 aHai, Yang1 aSteinthorsdottir, Valgerdur1 aCook, James, P1 aKals, Mart1 aGrarup, Niels1 aSchmidt, Ellen, M1 aPan, Ian1 aSofer, Tamar1 aWuttke, Matthias1 aSarnowski, Chloe1 aGieger, Christian1 aNousome, Darryl1 aTrompet, Stella1 aLong, Jirong1 aSun, Meng1 aTong, Lin1 aChen, Wei-Min1 aAhmad, Meraj1 aNoordam, Raymond1 aJ Y Lim, Victor1 aTam, Claudia, H T1 aJoo, Yoonjung, Yoonie1 aChen, Chien-Hsiun1 aRaffield, Laura, M1 aLecoeur, Cécile1 aPrins, Bram, Peter1 aNicolas, Aude1 aYanek, Lisa, R1 aChen, Guanjie1 aJensen, Richard, A1 aTajuddin, Salman1 aKabagambe, Edmond, K1 aAn, Ping1 aXiang, Anny, H1 aChoi, Hyeok, Sun1 aCade, Brian, E1 aTan, Jingyi1 aFlanagan, Jack1 aAbaitua, Fernando1 aAdair, Linda, S1 aAdeyemo, Adebowale1 aAguilar-Salinas, Carlos, A1 aAkiyama, Masato1 aAnand, Sonia, S1 aBertoni, Alain1 aBian, Zheng1 aBork-Jensen, Jette1 aBrandslund, Ivan1 aBrody, Jennifer, A1 aBrummett, Chad, M1 aBuchanan, Thomas, A1 aCanouil, Mickaël1 aChan, Juliana, C N1 aChang, Li-Ching1 aChee, Miao-Li1 aChen, Ji1 aChen, Shyh-Huei1 aChen, Yuan-Tsong1 aChen, Zhengming1 aChuang, Lee-Ming1 aCushman, Mary1 aDas, Swapan, K1 ade Silva, Janaka1 aDedoussis, George1 aDimitrov, Latchezar1 aDoumatey, Ayo, P1 aDu, Shufa1 aDuan, Qing1 aEckardt, Kai-Uwe1 aEmery, Leslie, S1 aEvans, Daniel, S1 aEvans, Michele, K1 aFischer, Krista1 aFloyd, James, S1 aFord, Ian1 aFornage, Myriam1 aFranco, Oscar, H1 aFrayling, Timothy, M1 aFreedman, Barry, I1 aFuchsberger, Christian1 aGenter, Pauline1 aGerstein, Hertzel, C1 aGiedraitis, Vilmantas1 aGonzález-Villalpando, Clicerio1 aGonzalez-Villalpando, Maria, Elena1 aGoodarzi, Mark, O1 aGordon-Larsen, Penny1 aGorkin, David1 aGross, Myron1 aGuo, Yu1 aHackinger, Sophie1 aHan, Sohee1 aHattersley, Andrew, T1 aHerder, Christian1 aHoward, Annie-Green1 aHsueh, Willa1 aHuang, Mengna1 aHuang, Wei1 aHung, Yi-Jen1 aHwang, Mi, Yeong1 aHwu, Chii-Min1 aIchihara, Sahoko1 aIkram, Mohammad, Arfan1 aIngelsson, Martin1 aIslam, Md, Tariqul1 aIsono, Masato1 aJang, Hye-Mi1 aJasmine, Farzana1 aJiang, Guozhi1 aJonas, Jost, B1 aJørgensen, Marit, E1 aJørgensen, Torben1 aKamatani, Yoichiro1 aKandeel, Fouad, R1 aKasturiratne, Anuradhani1 aKatsuya, Tomohiro1 aKaur, Varinderpal1 aKawaguchi, Takahisa1 aKeaton, Jacob, M1 aKho, Abel, N1 aKhor, Chiea-Chuen1 aKibriya, Muhammad, G1 aKim, Duk-Hwan1 aKohara, Katsuhiko1 aKriebel, Jennifer1 aKronenberg, Florian1 aKuusisto, Johanna1 aLäll, Kristi1 aLange, Leslie, A1 aLee, Myung-Shik1 aLee, Nanette, R1 aLeong, Aaron1 aLi, Liming1 aLi, Yun1 aLi-Gao, Ruifang1 aLigthart, Symen1 aLindgren, Cecilia, M1 aLinneberg, Allan1 aLiu, Ching-Ti1 aLiu, Jianjun1 aLocke, Adam, E1 aLouie, Tin1 aLuan, Jian'an1 aLuk, Andrea, O1 aLuo, Xi1 aLv, Jun1 aLyssenko, Valeriya1 aMamakou, Vasiliki1 aMani, Radha, K1 aMeitinger, Thomas1 aMetspalu, Andres1 aMorris, Andrew, D1 aNadkarni, Girish, N1 aNadler, Jerry, L1 aNalls, Michael, A1 aNayak, Uma1 aNongmaithem, Suraj, S1 aNtalla, Ioanna1 aOkada, Yukinori1 aOrozco, Lorena1 aPatel, Sanjay, R1 aPereira, Mark, A1 aPeters, Annette1 aPirie, Fraser, J1 aPorneala, Bianca1 aPrasad, Gauri1 aPreissl, Sebastian1 aRasmussen-Torvik, Laura, J1 aReiner, Alexander, P1 aRoden, Michael1 aRohde, Rebecca1 aRoll, Kathryn1 aSabanayagam, Charumathi1 aSander, Maike1 aSandow, Kevin1 aSattar, Naveed1 aSchönherr, Sebastian1 aSchurmann, Claudia1 aShahriar, Mohammad1 aShi, Jinxiu1 aShin, Dong, Mun1 aShriner, Daniel1 aSmith, Jennifer, A1 aSo, Wing, Yee1 aStančáková, Alena1 aStilp, Adrienne, M1 aStrauch, Konstantin1 aSuzuki, Ken1 aTakahashi, Atsushi1 aTaylor, Kent, D1 aThorand, Barbara1 aThorleifsson, Gudmar1 aThorsteinsdottir, Unnur1 aTomlinson, Brian1 aTorres, Jason, M1 aTsai, Fuu-Jen1 aTuomilehto, Jaakko1 aTusié-Luna, Teresa1 aUdler, Miriam, S1 aValladares-Salgado, Adan1 avan Dam, Rob, M1 avan Klinken, Jan, B1 aVarma, Rohit1 aVujkovic, Marijana1 aWacher-Rodarte, Niels1 aWheeler, Eleanor1 aWhitsel, Eric, A1 aWickremasinghe, Ananda, R1 aDijk, Ko Willems1 aWitte, Daniel, R1 aYajnik, Chittaranjan, S1 aYamamoto, Ken1 aYamauchi, Toshimasa1 aYengo, Loic1 aYoon, Kyungheon1 aYu, Canqing1 aYuan, Jian-Min1 aYusuf, Salim1 aZhang, Liang1 aZheng, Wei1 aRaffel, Leslie, J1 aIgase, Michiya1 aIpp, Eli1 aRedline, Susan1 aCho, Yoon Shin1 aLind, Lars1 aProvince, Michael, A1 aHanis, Craig, L1 aPeyser, Patricia, A1 aIngelsson, Erik1 aZonderman, Alan, B1 aPsaty, Bruce, M1 aWang, Ya-Xing1 aRotimi, Charles, N1 aBecker, Diane, M1 aMatsuda, Fumihiko1 aLiu, Yongmei1 aZeggini, Eleftheria1 aYokota, Mitsuhiro1 aRich, Stephen, S1 aKooperberg, Charles1 aPankow, James, S1 aEngert, James, C1 aChen, Yii-Der Ida1 aFroguel, Philippe1 aWilson, James, G1 aSheu, Wayne, H H1 aKardia, Sharon, L R1 aWu, Jer-Yuarn1 aHayes, Geoffrey1 aMa, Ronald, C W1 aWong, Tien-Yin1 aGroop, Leif1 aMook-Kanamori, Dennis, O1 aChandak, Giriraj, R1 aCollins, Francis, S1 aBharadwaj, Dwaipayan1 aParé, Guillaume1 aSale, Michèle, M1 aAhsan, Habibul1 aMotala, Ayesha, A1 aShu, Xiao-Ou1 aPark, Kyong-Soo1 aJukema, Wouter1 aCruz, Miguel1 aMcKean-Cowdin, Roberta1 aGrallert, Harald1 aCheng, Ching-Yu1 aBottinger, Erwin, P1 aDehghan, Abbas1 aTai, E-Shyong1 aDupuis, Josée1 aKato, Norihiro1 aLaakso, Markku1 aKöttgen, Anna1 aKoh, Woon-Puay1 aPalmer, Colin, N A1 aLiu, Simin1 aAbecasis, Goncalo1 aKooner, Jaspal, S1 aLoos, Ruth, J F1 aNorth, Kari, E1 aHaiman, Christopher, A1 aFlorez, Jose, C1 aSaleheen, Danish1 aHansen, Torben1 aPedersen, Oluf1 aMägi, Reedik1 aLangenberg, Claudia1 aWareham, Nicholas, J1 aMaeda, Shiro1 aKadowaki, Takashi1 aLee, Juyoung1 aMillwood, Iona, Y1 aWalters, Robin, G1 aStefansson, Kari1 aMyers, Simon, R1 aFerrer, Jorge1 aGaulton, Kyle, J1 aMeigs, James, B1 aMohlke, Karen, L1 aGloyn, Anna, L1 aBowden, Donald, W1 aBelow, Jennifer, E1 aChambers, John, C1 aSim, Xueling1 aBoehnke, Michael1 aRotter, Jerome, I1 aMcCarthy, Mark, I1 aMorris, Andrew, P1 aFinnGen1 aeMERGE Consortium uhttps://chs-nhlbi.org/node/910408881nas a2202605 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2022 eng d a1537-660500aRare coding variants in 35 genes associate with circulating lipid levels-A multi-ancestry analysis of 170,000 exomes.0 aRare coding variants in 35 genes associate with circulating lipi c2022 01 06 a81-960 v1093 aLarge-scale gene sequencing studies for complex traits have the potential to identify causal genes with therapeutic implications. We performed gene-based association testing of blood lipid levels with rare (minor allele frequency < 1%) predicted damaging coding variation by using sequence data from >170,000 individuals from multiple ancestries: 97,493 European, 30,025 South Asian, 16,507 African, 16,440 Hispanic/Latino, 10,420 East Asian, and 1,182 Samoan. We identified 35 genes associated with circulating lipid levels; some of these genes have not been previously associated with lipid levels when using rare coding variation from population-based samples. We prioritize 32 genes in array-based genome-wide association study (GWAS) loci based on aggregations of rare coding variants; three (EVI5, SH2B3, and PLIN1) had no prior association of rare coding variants with lipid levels. Most of our associated genes showed evidence of association among multiple ancestries. Finally, we observed an enrichment of gene-based associations for low-density lipoprotein cholesterol drug target genes and for genes closest to GWAS index single-nucleotide polymorphisms (SNPs). Our results demonstrate that gene-based associations can be beneficial for drug target development and provide evidence that the gene closest to the array-based GWAS index SNP is often the functional gene for blood lipid levels.
10aAlleles10aBlood Glucose10aCase-Control Studies10aComputational Biology10aDatabases, Genetic10aDiabetes Mellitus, Type 210aExome10aGenetic Predisposition to Disease10aGenetic Variation10aGenetics, Population10aGenome-Wide Association Study10aHumans10aLipid Metabolism10aLipids10aLiver10aMolecular Sequence Annotation10aMultifactorial Inheritance10aOpen Reading Frames10aPhenotype10aPolymorphism, Single Nucleotide1 aHindy, George1 aDornbos, Peter1 aChaffin, Mark, D1 aLiu, Dajiang, J1 aWang, Minxian1 aSelvaraj, Margaret, Sunitha1 aZhang, David1 aPark, Joseph1 aAguilar-Salinas, Carlos, A1 aAntonacci-Fulton, Lucinda1 aArdissino, Diego1 aArnett, Donna, K1 aAslibekyan, Stella1 aAtzmon, Gil1 aBallantyne, Christie, M1 aBarajas-Olmos, Francisco1 aBarzilai, Nir1 aBecker, Lewis, C1 aBielak, Lawrence, F1 aBis, Joshua, C1 aBlangero, John1 aBoerwinkle, Eric1 aBonnycastle, Lori, L1 aBottinger, Erwin1 aBowden, Donald, W1 aBown, Matthew, J1 aBrody, Jennifer, A1 aBroome, Jai, G1 aBurtt, Noel, P1 aCade, Brian, E1 aCenteno-Cruz, Federico1 aChan, Edmund1 aChang, Yi-Cheng1 aChen, Yii-der, I1 aCheng, Ching-Yu1 aChoi, Won, Jung1 aChowdhury, Raj1 aContreras-Cubas, Cecilia1 aCórdova, Emilio, J1 aCorrea, Adolfo1 aCupples, Adrienne, L1 aCurran, Joanne, E1 aDanesh, John1 ade Vries, Paul, S1 aDeFronzo, Ralph, A1 aDoddapaneni, Harsha1 aDuggirala, Ravindranath1 aDutcher, Susan, K1 aEllinor, Patrick, T1 aEmery, Leslie, S1 aFlorez, Jose, C1 aFornage, Myriam1 aFreedman, Barry, I1 aFuster, Valentin1 aGaray-Sevilla, Ma, Eugenia1 aGarcía-Ortiz, Humberto1 aGermer, Soren1 aGibbs, Richard, A1 aGieger, Christian1 aGlaser, Benjamin1 aGonzalez, Clicerio1 aGonzalez-Villalpando, Maria, Elena1 aGraff, Mariaelisa1 aGraham, Sarah, E1 aGrarup, Niels1 aGroop, Leif, C1 aGuo, Xiuqing1 aGupta, Namrata1 aHan, Sohee1 aHanis, Craig, L1 aHansen, Torben1 aHe, Jiang1 aHeard-Costa, Nancy, L1 aHung, Yi-Jen1 aHwang, Mi, Yeong1 aIrvin, Marguerite, R1 aIslas-Andrade, Sergio1 aJarvik, Gail, P1 aKang, Hyun, Min1 aKardia, Sharon, L R1 aKelly, Tanika1 aKenny, Eimear, E1 aKhan, Alyna, T1 aKim, Bong-Jo1 aKim, Ryan, W1 aKim, Young, Jin1 aKoistinen, Heikki, A1 aKooperberg, Charles1 aKuusisto, Johanna1 aKwak, Soo, Heon1 aLaakso, Markku1 aLange, Leslie, A1 aLee, Jiwon1 aLee, Juyoung1 aLee, Seonwook1 aLehman, Donna, M1 aLemaitre, Rozenn, N1 aLinneberg, Allan1 aLiu, Jianjun1 aLoos, Ruth, J F1 aLubitz, Steven, A1 aLyssenko, Valeriya1 aMa, Ronald, C W1 aMartin, Lisa, Warsinger1 aMartínez-Hernández, Angélica1 aMathias, Rasika, A1 aMcGarvey, Stephen, T1 aMcPherson, Ruth1 aMeigs, James, B1 aMeitinger, Thomas1 aMelander, Olle1 aMendoza-Caamal, Elvia1 aMetcalf, Ginger, A1 aMi, Xuenan1 aMohlke, Karen, L1 aMontasser, May, E1 aMoon, Jee-Young1 aMoreno-Macias, Hortensia1 aMorrison, Alanna, C1 aMuzny, Donna, M1 aNelson, Sarah, C1 aNilsson, Peter, M1 aO'Connell, Jeffrey, R1 aOrho-Melander, Marju1 aOrozco, Lorena1 aPalmer, Colin, N A1 aPalmer, Nicholette, D1 aPark, Cheol, Joo1 aPark, Kyong, Soo1 aPedersen, Oluf1 aPeralta, Juan, M1 aPeyser, Patricia, A1 aPost, Wendy, S1 aPreuss, Michael1 aPsaty, Bruce, M1 aQi, Qibin1 aRao, D, C1 aRedline, Susan1 aReiner, Alexander, P1 aRevilla-Monsalve, Cristina1 aRich, Stephen, S1 aSamani, Nilesh1 aSchunkert, Heribert1 aSchurmann, Claudia1 aSeo, Daekwan1 aSeo, Jeong-Sun1 aSim, Xueling1 aSladek, Rob1 aSmall, Kerrin, S1 aSo, Wing, Yee1 aStilp, Adrienne, M1 aTai, Shyong, E1 aTam, Claudia, H T1 aTaylor, Kent, D1 aTeo, Yik, Ying1 aThameem, Farook1 aTomlinson, Brian1 aTsai, Michael, Y1 aTuomi, Tiinamaija1 aTuomilehto, Jaakko1 aTusié-Luna, Teresa1 aUdler, Miriam, S1 avan Dam, Rob, M1 aVasan, Ramachandran, S1 aMartinez, Karine, A Viaud1 aWang, Fei, Fei1 aWang, Xuzhi1 aWatkins, Hugh1 aWeeks, Daniel, E1 aWilson, James, G1 aWitte, Daniel, R1 aWong, Tien-Yin1 aYanek, Lisa, R1 aKathiresan, Sekar1 aRader, Daniel, J1 aRotter, Jerome, I1 aBoehnke, Michael1 aMcCarthy, Mark, I1 aWiller, Cristen, J1 aNatarajan, Pradeep1 aFlannick, Jason, A1 aKhera, Amit, V1 aPeloso, Gina, M1 aAMP-T2D-GENES, Myocardial Infarction Genetics Consortium1 aNHLBI Trans-Omics for Precision Medicine (TOPMed) Consortium1 aNHLBI TOPMed Lipids Working Group uhttps://chs-nhlbi.org/node/897505138nas a2201357 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2023 eng d a2041-172300aGenetic architecture of spatial electrical biomarkers for cardiac arrhythmia and relationship with cardiovascular disease.0 aGenetic architecture of spatial electrical biomarkers for cardia c2023 Mar 14 a14110 v143 aThe 3-dimensional spatial and 2-dimensional frontal QRS-T angles are measures derived from the vectorcardiogram. They are independent risk predictors for arrhythmia, but the underlying biology is unknown. Using multi-ancestry genome-wide association studies we identify 61 (58 previously unreported) loci for the spatial QRS-T angle (N = 118,780) and 11 for the frontal QRS-T angle (N = 159,715). Seven out of the 61 spatial QRS-T angle loci have not been reported for other electrocardiographic measures. Enrichments are observed in pathways related to cardiac and vascular development, muscle contraction, and hypertrophy. Pairwise genome-wide association studies with classical ECG traits identify shared genetic influences with PR interval and QRS duration. Phenome-wide scanning indicate associations with atrial fibrillation, atrioventricular block and arterial embolism and genetically determined QRS-T angle measures are associated with fascicular and bundle branch block (and also atrioventricular block for the frontal QRS-T angle). We identify potential biology involved in the QRS-T angle and their genetic relationships with cardiovascular traits and diseases, may inform future research and risk prediction.
10aArrhythmias, Cardiac10aAtrioventricular Block10aBiomarkers10aCardiovascular Diseases10aElectrocardiography10aGenome-Wide Association Study10aHumans10aRisk Factors1 aYoung, William, J1 aHaessler, Jeffrey1 aBenjamins, Jan-Walter1 aRepetto, Linda1 aYao, Jie1 aIsaacs, Aaron1 aHarper, Andrew, R1 aRamirez, Julia1 aGarnier, Sophie1 aVan Duijvenboden, Stefan1 aBaldassari, Antoine, R1 aConcas, Maria, Pina1 aDuong, ThuyVy1 aFoco, Luisa1 aIsaksen, Jonas, L1 aMei, Hao1 aNoordam, Raymond1 aNursyifa, Casia1 aRichmond, Anne1 aSantolalla, Meddly, L1 aSitlani, Colleen, M1 aSoroush, Negin1 aThériault, Sébastien1 aTrompet, Stella1 aAeschbacher, Stefanie1 aAhmadizar, Fariba1 aAlonso, Alvaro1 aBrody, Jennifer, A1 aCampbell, Archie1 aCorrea, Adolfo1 aDarbar, Dawood1 aDe Luca, Antonio1 aDeleuze, Jean-Francois1 aEllervik, Christina1 aFuchsberger, Christian1 aGoel, Anuj1 aGrace, Christopher1 aGuo, Xiuqing1 aHansen, Torben1 aHeckbert, Susan, R1 aJackson, Rebecca, D1 aKors, Jan, A1 aLima-Costa, Maria, Fernanda1 aLinneberg, Allan1 aMacfarlane, Peter, W1 aMorrison, Alanna, C1 aNavarro, Pau1 aPorteous, David, J1 aPramstaller, Peter, P1 aReiner, Alexander, P1 aRisch, Lorenz1 aSchotten, Ulrich1 aShen, Xia1 aSinagra, Gianfranco1 aSoliman, Elsayed, Z1 aStoll, Monika1 aTarazona-Santos, Eduardo1 aTinker, Andrew1 aTrajanoska, Katerina1 aVillard, Eric1 aWarren, Helen, R1 aWhitsel, Eric, A1 aWiggins, Kerri, L1 aArking, Dan, E1 aAvery, Christy, L1 aConen, David1 aGirotto, Giorgia1 aGrarup, Niels1 aHayward, Caroline1 aJukema, Wouter1 aMook-Kanamori, Dennis, O1 aOlesen, Morten, Salling1 aPadmanabhan, Sandosh1 aPsaty, Bruce, M1 aPattaro, Cristian1 aRibeiro, Antonio, Luiz P1 aRotter, Jerome, I1 aStricker, Bruno, H1 aHarst, Pim1 aDuijn, Cornelia, M1 aVerweij, Niek1 aWilson, James, G1 aOrini, Michele1 aCharron, Philippe1 aWatkins, Hugh1 aKooperberg, Charles1 aLin, Henry, J1 aWilson, James, F1 aKanters, Jørgen, K1 aSotoodehnia, Nona1 aMifsud, Borbala1 aLambiase, Pier, D1 aTereshchenko, Larisa, G1 aMunroe, Patricia, B uhttps://chs-nhlbi.org/node/932213865nas a2204393 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2023 eng d00aMulti-ancestry genome-wide study in >2.5 million individuals reveals heterogeneity in mechanistic pathways of type 2 diabetes and complications.0 aMultiancestry genomewide study in 25 million individuals reveals c2023 Mar 313 aType 2 diabetes (T2D) is a heterogeneous disease that develops through diverse pathophysiological processes. To characterise the genetic contribution to these processes across ancestry groups, we aggregate genome-wide association study (GWAS) data from 2,535,601 individuals (39.7% non-European ancestry), including 428,452 T2D cases. We identify 1,289 independent association signals at genome-wide significance (P<5×10 ) that map to 611 loci, of which 145 loci are previously unreported. We define eight non-overlapping clusters of T2D signals characterised by distinct profiles of cardiometabolic trait associations. These clusters are differentially enriched for cell-type specific regions of open chromatin, including pancreatic islets, adipocytes, endothelial, and enteroendocrine cells. We build cluster-specific partitioned genetic risk scores (GRS) in an additional 137,559 individuals of diverse ancestry, including 10,159 T2D cases, and test their association with T2D-related vascular outcomes. Cluster-specific partitioned GRS are more strongly associated with coronary artery disease and end-stage diabetic nephropathy than an overall T2D GRS across ancestry groups, highlighting the importance of obesity-related processes in the development of vascular outcomes. Our findings demonstrate the value of integrating multi-ancestry GWAS with single-cell epigenomics to disentangle the aetiological heterogeneity driving the development and progression of T2D, which may offer a route to optimise global access to genetically-informed diabetes care.
1 aSuzuki, Ken1 aHatzikotoulas, Konstantinos1 aSoutham, Lorraine1 aTaylor, Henry, J1 aYin, Xianyong1 aLorenz, Kim, M1 aMandla, Ravi1 aHuerta-Chagoya, Alicia1 aRayner, Nigel, W1 aBocher, Ozvan1 ade, S, V Arruda A1 aSonehara, Kyuto1 aNamba, Shinichi1 aLee, Simon, S K1 aPreuss, Michael, H1 aPetty, Lauren, E1 aSchroeder, Philip1 aVanderwerff, Brett1 aKals, Mart1 aBragg, Fiona1 aLin, Kuang1 aGuo, Xiuqing1 aZhang, Weihua1 aYao, Jie1 aKim, Young, Jin1 aGraff, Mariaelisa1 aTakeuchi, Fumihiko1 aNano, Jana1 aLamri, Amel1 aNakatochi, Masahiro1 aMoon, Sanghoon1 aScott, Robert, A1 aCook, James, P1 aLee, Jung-Jin1 aPan, Ian1 aTaliun, Daniel1 aParra, Esteban, J1 aChai, Jin-Fang1 aBielak, Lawrence, F1 aTabara, Yasuharu1 aHai, Yang1 aThorleifsson, Gudmar1 aGrarup, Niels1 aSofer, Tamar1 aWuttke, Matthias1 aSarnowski, Chloe1 aGieger, Christian1 aNousome, Darryl1 aTrompet, Stella1 aKwak, Soo-Heon1 aLong, Jirong1 aSun, Meng1 aTong, Lin1 aChen, Wei-Min1 aNongmaithem, Suraj, S1 aNoordam, Raymond1 aJ Y Lim, Victor1 aTam, Claudia, H T1 aJoo, Yoonjung, Yoonie1 aChen, Chien-Hsiun1 aRaffield, Laura, M1 aPrins, Bram, Peter1 aNicolas, Aude1 aYanek, Lisa, R1 aChen, Guanjie1 aBrody, Jennifer, A1 aKabagambe, Edmond1 aAn, Ping1 aXiang, Anny, H1 aChoi, Hyeok, Sun1 aCade, Brian, E1 aTan, Jingyi1 aBroadaway, Alaine1 aWilliamson, Alice1 aKamali, Zoha1 aCui, Jinrui1 aAdair, Linda, S1 aAdeyemo, Adebowale1 aAguilar-Salinas, Carlos, A1 aAhluwalia, Tarunveer, S1 aAnand, Sonia, S1 aBertoni, Alain1 aBork-Jensen, Jette1 aBrandslund, Ivan1 aBuchanan, Thomas, A1 aBurant, Charles, F1 aButterworth, Adam, S1 aCanouil, Mickaël1 aChan, Juliana, C N1 aChang, Li-Ching1 aChee, Miao-Li1 aChen, Ji1 aChen, Shyh-Huei1 aChen, Yuan-Tsong1 aChen, Zhengming1 aChuang, Lee-Ming1 aCushman, Mary1 aDanesh, John1 aDas, Swapan, K1 ade Silva, Janaka1 aDedoussis, George1 aDimitrov, Latchezar1 aDoumatey, Ayo, P1 aDu, Shufa1 aDuan, Qing1 aEckardt, Kai-Uwe1 aEmery, Leslie, S1 aEvans, Daniel, S1 aEvans, Michele, K1 aFischer, Krista1 aFloyd, James, S1 aFord, Ian1 aFranco, Oscar, H1 aFrayling, Timothy, M1 aFreedman, Barry, I1 aGenter, Pauline1 aGerstein, Hertzel, C1 aGiedraitis, Vilmantas1 aGonzález-Villalpando, Clicerio1 aGonzalez-Villalpando, Maria, Elena1 aGordon-Larsen, Penny1 aGross, Myron1 aGuare, Lindsay, A1 aHackinger, Sophie1 aHan, Sohee1 aHattersley, Andrew, T1 aHerder, Christian1 aHorikoshi, Momoko1 aHoward, Annie-Green1 aHsueh, Willa1 aHuang, Mengna1 aHuang, Wei1 aHung, Yi-Jen1 aHwang, Mi, Yeong1 aHwu, Chii-Min1 aIchihara, Sahoko1 aIkram, Mohammad, Arfan1 aIngelsson, Martin1 aIslam, Md, Tariqul1 aIsono, Masato1 aJang, Hye-Mi1 aJasmine, Farzana1 aJiang, Guozhi1 aJonas, Jost, B1 aJørgensen, Torben1 aKandeel, Fouad, R1 aKasturiratne, Anuradhani1 aKatsuya, Tomohiro1 aKaur, Varinderpal1 aKawaguchi, Takahisa1 aKeaton, Jacob, M1 aKho, Abel, N1 aKhor, Chiea-Chuen1 aKibriya, Muhammad, G1 aKim, Duk-Hwan1 aKronenberg, Florian1 aKuusisto, Johanna1 aLäll, Kristi1 aLange, Leslie, A1 aLee, Kyung, Min1 aLee, Myung-Shik1 aLee, Nanette, R1 aLeong, Aaron1 aLi, Liming1 aLi, Yun1 aLi-Gao, Ruifang1 aLithgart, Symen1 aLindgren, Cecilia, M1 aLinneberg, Allan1 aLiu, Ching-Ti1 aLiu, Jianjun1 aLocke, Adam, E1 aLouie, Tin1 aLuan, Jian'an1 aLuk, Andrea, O1 aLuo, Xi1 aLv, Jun1 aLynch, Julie, A1 aLyssenko, Valeriya1 aMaeda, Shiro1 aMamakou, Vasiliki1 aMansuri, Sohail, Rafik1 aMatsuda, Koichi1 aMeitinger, Thomas1 aMetspalu, Andres1 aMo, Huan1 aMorris, Andrew, D1 aNadler, Jerry, L1 aNalls, Michael, A1 aNayak, Uma1 aNtalla, Ioanna1 aOkada, Yukinori1 aOrozco, Lorena1 aPatel, Sanjay, R1 aPatil, Snehal1 aPei, Pei1 aPereira, Mark, A1 aPeters, Annette1 aPirie, Fraser, J1 aPolikowsky, Hannah, G1 aPorneala, Bianca1 aPrasad, Gauri1 aRasmussen-Torvik, Laura, J1 aReiner, Alexander, P1 aRoden, Michael1 aRohde, Rebecca1 aRoll, Katheryn1 aSabanayagam, Charumathi1 aSandow, Kevin1 aSankareswaran, Alagu1 aSattar, Naveed1 aSchönherr, Sebastian1 aShahriar, Mohammad1 aShen, Botong1 aShi, Jinxiu1 aShin, Dong, Mun1 aShojima, Nobuhiro1 aSmith, Jennifer, A1 aSo, Wing, Yee1 aStančáková, Alena1 aSteinthorsdottir, Valgerdur1 aStilp, Adrienne, M1 aStrauch, Konstantin1 aTaylor, Kent, D1 aThorand, Barbara1 aThorsteinsdottir, Unnur1 aTomlinson, Brian1 aTran, Tam, C1 aTsai, Fuu-Jen1 aTuomilehto, Jaakko1 aTusié-Luna, Teresa1 aUdler, Miriam, S1 aValladares-Salgado, Adan1 avan Dam, Rob, M1 avan Klinken, Jan, B1 aVarma, Rohit1 aWacher-Rodarte, Niels1 aWheeler, Eleanor1 aWickremasinghe, Ananda, R1 aDijk, Ko Willems1 aWitte, Daniel, R1 aYajnik, Chittaranjan, S1 aYamamoto, Ken1 aYamamoto, Kenichi1 aYoon, Kyungheon1 aYu, Canqing1 aYuan, Jian-Min1 aYusuf, Salim1 aZawistowski, Matthew1 aZhang, Liang1 aZheng, Wei1 aProject, Biobank, Japan1 aBioBank, Penn, Medicine1 aCenter, Regeneron, Genetics1 aConsortium, eMERGE1 aRaffel, Leslie, J1 aIgase, Michiya1 aIpp, Eli1 aRedline, Susan1 aCho, Yoon Shin1 aLind, Lars1 aProvince, Michael, A1 aFornage, Myriam1 aHanis, Craig, L1 aIngelsson, Erik1 aZonderman, Alan, B1 aPsaty, Bruce, M1 aWang, Ya-Xing1 aRotimi, Charles, N1 aBecker, Diane, M1 aMatsuda, Fumihiko1 aLiu, Yongmei1 aYokota, Mitsuhiro1 aKardia, Sharon, L R1 aPeyser, Patricia, A1 aPankow, James, S1 aEngert, James, C1 aBonnefond, Amélie1 aFroguel, Philippe1 aWilson, James, G1 aSheu, Wayne, H H1 aWu, Jer-Yuarn1 aHayes, Geoffrey1 aMa, Ronald, C W1 aWong, Tien-Yin1 aMook-Kanamori, Dennis, O1 aTuomi, Tiinamaija1 aChandak, Giriraj, R1 aCollins, Francis, S1 aBharadwaj, Dwaipayan1 aParé, Guillaume1 aSale, Michèle, M1 aAhsan, Habibul1 aMotala, Ayesha, A1 aShu, Xiao-Ou1 aPark, Kyong-Soo1 aJukema, Wouter1 aCruz, Miguel1 aChen, Yii-Der Ida1 aRich, Stephen, S1 aMcKean-Cowdin, Roberta1 aGrallert, Harald1 aCheng, Ching-Yu1 aGhanbari, Mohsen1 aTai, E-Shyong1 aDupuis, Josée1 aKato, Norihiro1 aLaakso, Markku1 aKöttgen, Anna1 aKoh, Woon-Puay1 aBowden, Donald, W1 aPalmer, Colin, N A1 aKooner, Jaspal, S1 aKooperberg, Charles1 aLiu, Simin1 aNorth, Kari, E1 aSaleheen, Danish1 aHansen, Torben1 aPedersen, Oluf1 aWareham, Nicholas, J1 aLee, Juyoung1 aKim, Bong-Jo1 aMillwood, Iona, Y1 aWalters, Robin, G1 aStefansson, Kari1 aGoodarzi, Mark, O1 aMohlke, Karen, L1 aLangenberg, Claudia1 aHaiman, Christopher, A1 aLoos, Ruth, J F1 aFlorez, Jose, C1 aRader, Daniel, J1 aRitchie, Marylyn, D1 aZöllner, Sebastian1 aMägi, Reedik1 aDenny, Joshua, C1 aYamauchi, Toshimasa1 aKadowaki, Takashi1 aChambers, John, C1 aC Y Ng, Maggie1 aSim, Xueling1 aBelow, Jennifer, E1 aTsao, Philip, S1 aChang, Kyong-Mi1 aMcCarthy, Mark, I1 aMeigs, James, B1 aMahajan, Anubha1 aSpracklen, Cassandra, N1 aMercader, Josep, M1 aBoehnke, Michael1 aRotter, Jerome, I1 aVujkovic, Marijana1 aVoight, Benjamin, F1 aMorris, Andrew, P1 aZeggini, Eleftheria1 aVA Million Veteran Program, AMED GRIFIN Diabetes Initiative Japan1 aInternational Consortium for Blood Pressure (ICBP)1 aMeta-Analyses of Glucose and Insulin-Related Traits Consortium (MAGIC) uhttps://chs-nhlbi.org/node/938507212nas a2201753 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2023 eng d00aWhole genome analysis of plasma fibrinogen reveals population-differentiated genetic regulators with putative liver roles.0 aWhole genome analysis of plasma fibrinogen reveals populationdif c2023 Jun 123 aUNLABELLED: Genetic studies have identified numerous regions associated with plasma fibrinogen levels in Europeans, yet missing heritability and limited inclusion of non-Europeans necessitates further studies with improved power and sensitivity. Compared with array-based genotyping, whole genome sequencing (WGS) data provides better coverage of the genome and better representation of non-European variants. To better understand the genetic landscape regulating plasma fibrinogen levels, we meta-analyzed WGS data from the NHLBI's Trans-Omics for Precision Medicine (TOPMed) program (n=32,572), with array-based genotype data from the Cohorts for Heart and Aging Research in Genomic Epidemiology (CHARGE) Consortium (n=131,340) imputed to the TOPMed or Haplotype Reference Consortium panel. We identified 18 loci that have not been identified in prior genetic studies of fibrinogen. Of these, four are driven by common variants of small effect with reported MAF at least 10% higher in African populations. Three ( , and signals contain predicted deleterious missense variants. Two loci, and , each harbor two conditionally distinct, non-coding variants. The gene region encoding the protein chain subunits ( ), contains 7 distinct signals, including one novel signal driven by rs28577061, a variant common (MAF=0.180) in African reference panels but extremely rare (MAF=0.008) in Europeans. Through phenome-wide association studies in the VA Million Veteran Program, we found associations between fibrinogen polygenic risk scores and thrombotic and inflammatory disease phenotypes, including an association with gout. Our findings demonstrate the utility of WGS to augment genetic discovery in diverse populations and offer new insights for putative mechanisms of fibrinogen regulation.
KEY POINTS: Largest and most diverse genetic study of plasma fibrinogen identifies 54 regions (18 novel), housing 69 conditionally distinct variants (20 novel).Sufficient power achieved to identify signal driven by African population variant.Links to (1) liver enzyme, blood cell and lipid genetic signals, (2) liver regulatory elements, and (3) thrombotic and inflammatory disease.
1 aHuffman, Jennifer, E1 aNicolas, Jayna1 aHahn, Julie1 aHeath, Adam, S1 aRaffield, Laura, M1 aYanek, Lisa, R1 aBrody, Jennifer, A1 aThibord, Florian1 aAlmasy, Laura1 aBartz, Traci, M1 aBielak, Lawrence, F1 aBowler, Russell, P1 aCarrasquilla, Germán, D1 aChasman, Daniel, I1 aChen, Ming-Huei1 aEmmert, David, B1 aGhanbari, Mohsen1 aHaessle, Jeffery1 aHottenga, Jouke-Jan1 aKleber, Marcus, E1 aLe, Ngoc-Quynh1 aLee, Jiwon1 aLewis, Joshua, P1 aLi-Gao, Ruifang1 aLuan, Jian'an1 aMalmberg, Anni1 aMangino, Massimo1 aMarioni, Riccardo, E1 aMartinez-Perez, Angel1 aPankratz, Nathan1 aPolasek, Ozren1 aRichmond, Anne1 aRodriguez, Benjamin, At1 aRotter, Jerome, I1 aSteri, Maristella1 aSuchon, Pierre1 aTrompet, Stella1 aWeiss, Stefan1 aZare, Marjan1 aAuer, Paul1 aCho, Michael, H1 aChristofidou, Paraskevi1 aDavies, Gail1 ade Geus, Eco1 aDeleuze, Jean-Francois1 aDelgado, Graciela, E1 aEkunwe, Lynette1 aFaraday, Nauder1 aGögele, Martin1 aGreinacher, Andreas1 aHe, Gao1 aHoward, Tom1 aJoshi, Peter, K1 aKilpeläinen, Tuomas, O1 aLahti, Jari1 aLinneberg, Allan1 aNaitza, Silvia1 aNoordam, Raymond1 aPaüls-Vergés, Ferran1 aRich, Stephen, S1 aRosendaal, Frits, R1 aRudan, Igor1 aRyan, Kathleen, A1 aSouto, Juan, Carlos1 avan Rooij, Frank, Ja1 aWang, Heming1 aZhao, Wei1 aBecker, Lewis, C1 aBeswick, Andrew1 aBrown, Michael, R1 aCade, Brian, E1 aCampbell, Harry1 aCho, Kelly1 aCrapo, James, D1 aCurran, Joanne, E1 ade Maat, Moniek, Pm1 aDoyle, Margaret1 aElliott, Paul1 aFloyd, James, S1 aFuchsberger, Christian1 aGrarup, Niels1 aGuo, Xiuqing1 aHarris, Sarah, E1 aHou, Lifang1 aKolcic, Ivana1 aKooperberg, Charles1 aMenni, Cristina1 aNauck, Matthias1 aO'Connell, Jeffrey, R1 aOrrù, Valeria1 aPsaty, Bruce, M1 aRäikkönen, Katri1 aSmith, Jennifer, A1 aSoria, José, Manuel1 aStott, David, J1 aVlieg, Astrid, van Hylcka1 aWatkins, Hugh1 aWillemsen, Gonneke1 aWilson, Peter1 aBen-Shlomo, Yoav1 aBlangero, John1 aBoomsma, Dorret1 aCox, Simon, R1 aDehghan, Abbas1 aEriksson, Johan, G1 aFiorillo, Edoardo1 aFornage, Myriam1 aHansen, Torben1 aHayward, Caroline1 aIkram, Arfan, M1 aJukema, Wouter1 aKardia, Sharon, Lr1 aLange, Leslie, A1 aMärz, Winfried1 aMathias, Rasika, A1 aMitchell, Braxton, D1 aMook-Kanamori, Dennis, O1 aMorange, Pierre-Emmanuel1 aPedersen, Oluf1 aPramstaller, Peter, P1 aRedline, Susan1 aReiner, Alexander1 aRidker, Paul, M1 aSilverman, Edwin, K1 aSpector, Tim, D1 aVölker, Uwe1 aWareham, Nick1 aWilson, James, F1 aYao, Jie1 aTrégouët, David-Alexandre1 aJohnson, Andrew, D1 aWolberg, Alisa, S1 ade Vries, Paul, S1 aSabater-Lleal, Maria1 aMorrison, Alanna, C1 aSmith, Nicholas, L1 aVA Million Veteran Program1 aNHLBI Trans-Omics for Precision Medicine (TOPMed) Consortium uhttps://chs-nhlbi.org/node/944914002nas a2204477 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2024 eng d a1476-468700aGenetic drivers of heterogeneity in type 2 diabetes pathophysiology.0 aGenetic drivers of heterogeneity in type 2 diabetes pathophysiol c2024 Feb 193 aType 2 diabetes (T2D) is a heterogeneous disease that develops through diverse pathophysiological processes and molecular mechanisms that are often specific to cell type. Here, to characterize the genetic contribution to these processes across ancestry groups, we aggregate genome-wide association study data from 2,535,601 individuals (39.7% not of European ancestry), including 428,452 cases of T2D. We identify 1,289 independent association signals at genome-wide significance (P < 5 × 10) that map to 611 loci, of which 145 loci are, to our knowledge, previously unreported. We define eight non-overlapping clusters of T2D signals that are characterized by distinct profiles of cardiometabolic trait associations. These clusters are differentially enriched for cell-type-specific regions of open chromatin, including pancreatic islets, adipocytes, endothelial cells and enteroendocrine cells. We build cluster-specific partitioned polygenic scores in a further 279,552 individuals of diverse ancestry, including 30,288 cases of T2D, and test their association with T2D-related vascular outcomes. Cluster-specific partitioned polygenic scores are associated with coronary artery disease, peripheral artery disease and end-stage diabetic nephropathy across ancestry groups, highlighting the importance of obesity-related processes in the development of vascular outcomes. Our findings show the value of integrating multi-ancestry genome-wide association study data with single-cell epigenomics to disentangle the aetiological heterogeneity that drives the development and progression of T2D. This might offer a route to optimize global access to genetically informed diabetes care.
1 aSuzuki, Ken1 aHatzikotoulas, Konstantinos1 aSoutham, Lorraine1 aTaylor, Henry, J1 aYin, Xianyong1 aLorenz, Kim, M1 aMandla, Ravi1 aHuerta-Chagoya, Alicia1 aMelloni, Giorgio, E M1 aKanoni, Stavroula1 aRayner, Nigel, W1 aBocher, Ozvan1 aArruda, Ana, Luiza1 aSonehara, Kyuto1 aNamba, Shinichi1 aLee, Simon, S K1 aPreuss, Michael, H1 aPetty, Lauren, E1 aSchroeder, Philip1 aVanderwerff, Brett1 aKals, Mart1 aBragg, Fiona1 aLin, Kuang1 aGuo, Xiuqing1 aZhang, Weihua1 aYao, Jie1 aKim, Young, Jin1 aGraff, Mariaelisa1 aTakeuchi, Fumihiko1 aNano, Jana1 aLamri, Amel1 aNakatochi, Masahiro1 aMoon, Sanghoon1 aScott, Robert, A1 aCook, James, P1 aLee, Jung-Jin1 aPan, Ian1 aTaliun, Daniel1 aParra, Esteban, J1 aChai, Jin-Fang1 aBielak, Lawrence, F1 aTabara, Yasuharu1 aHai, Yang1 aThorleifsson, Gudmar1 aGrarup, Niels1 aSofer, Tamar1 aWuttke, Matthias1 aSarnowski, Chloe1 aGieger, Christian1 aNousome, Darryl1 aTrompet, Stella1 aKwak, Soo-Heon1 aLong, Jirong1 aSun, Meng1 aTong, Lin1 aChen, Wei-Min1 aNongmaithem, Suraj, S1 aNoordam, Raymond1 aJ Y Lim, Victor1 aTam, Claudia, H T1 aJoo, Yoonjung, Yoonie1 aChen, Chien-Hsiun1 aRaffield, Laura, M1 aPrins, Bram, Peter1 aNicolas, Aude1 aYanek, Lisa, R1 aChen, Guanjie1 aBrody, Jennifer, A1 aKabagambe, Edmond1 aAn, Ping1 aXiang, Anny, H1 aChoi, Hyeok, Sun1 aCade, Brian, E1 aTan, Jingyi1 aBroadaway, Alaine1 aWilliamson, Alice1 aKamali, Zoha1 aCui, Jinrui1 aThangam, Manonanthini1 aAdair, Linda, S1 aAdeyemo, Adebowale1 aAguilar-Salinas, Carlos, A1 aAhluwalia, Tarunveer, S1 aAnand, Sonia, S1 aBertoni, Alain1 aBork-Jensen, Jette1 aBrandslund, Ivan1 aBuchanan, Thomas, A1 aBurant, Charles, F1 aButterworth, Adam, S1 aCanouil, Mickaël1 aChan, Juliana, C N1 aChang, Li-Ching1 aChee, Miao-Li1 aChen, Ji1 aChen, Shyh-Huei1 aChen, Yuan-Tsong1 aChen, Zhengming1 aChuang, Lee-Ming1 aCushman, Mary1 aDanesh, John1 aDas, Swapan, K1 ade Silva, Janaka1 aDedoussis, George1 aDimitrov, Latchezar1 aDoumatey, Ayo, P1 aDu, Shufa1 aDuan, Qing1 aEckardt, Kai-Uwe1 aEmery, Leslie, S1 aEvans, Daniel, S1 aEvans, Michele, K1 aFischer, Krista1 aFloyd, James, S1 aFord, Ian1 aFranco, Oscar, H1 aFrayling, Timothy, M1 aFreedman, Barry, I1 aGenter, Pauline1 aGerstein, Hertzel, C1 aGiedraitis, Vilmantas1 aGonzález-Villalpando, Clicerio1 aGonzalez-Villalpando, Maria, Elena1 aGordon-Larsen, Penny1 aGross, Myron1 aGuare, Lindsay, A1 aHackinger, Sophie1 aHakaste, Liisa1 aHan, Sohee1 aHattersley, Andrew, T1 aHerder, Christian1 aHorikoshi, Momoko1 aHoward, Annie-Green1 aHsueh, Willa1 aHuang, Mengna1 aHuang, Wei1 aHung, Yi-Jen1 aHwang, Mi, Yeong1 aHwu, Chii-Min1 aIchihara, Sahoko1 aIkram, Mohammad, Arfan1 aIngelsson, Martin1 aIslam, Md, Tariqul1 aIsono, Masato1 aJang, Hye-Mi1 aJasmine, Farzana1 aJiang, Guozhi1 aJonas, Jost, B1 aJørgensen, Torben1 aKamanu, Frederick, K1 aKandeel, Fouad, R1 aKasturiratne, Anuradhani1 aKatsuya, Tomohiro1 aKaur, Varinderpal1 aKawaguchi, Takahisa1 aKeaton, Jacob, M1 aKho, Abel, N1 aKhor, Chiea-Chuen1 aKibriya, Muhammad, G1 aKim, Duk-Hwan1 aKronenberg, Florian1 aKuusisto, Johanna1 aLäll, Kristi1 aLange, Leslie, A1 aLee, Kyung, Min1 aLee, Myung-Shik1 aLee, Nanette, R1 aLeong, Aaron1 aLi, Liming1 aLi, Yun1 aLi-Gao, Ruifang1 aLigthart, Symen1 aLindgren, Cecilia, M1 aLinneberg, Allan1 aLiu, Ching-Ti1 aLiu, Jianjun1 aLocke, Adam, E1 aLouie, Tin1 aLuan, Jian'an1 aLuk, Andrea, O1 aLuo, Xi1 aLv, Jun1 aLynch, Julie, A1 aLyssenko, Valeriya1 aMaeda, Shiro1 aMamakou, Vasiliki1 aMansuri, Sohail, Rafik1 aMatsuda, Koichi1 aMeitinger, Thomas1 aMelander, Olle1 aMetspalu, Andres1 aMo, Huan1 aMorris, Andrew, D1 aMoura, Filipe, A1 aNadler, Jerry, L1 aNalls, Michael, A1 aNayak, Uma1 aNtalla, Ioanna1 aOkada, Yukinori1 aOrozco, Lorena1 aPatel, Sanjay, R1 aPatil, Snehal1 aPei, Pei1 aPereira, Mark, A1 aPeters, Annette1 aPirie, Fraser, J1 aPolikowsky, Hannah, G1 aPorneala, Bianca1 aPrasad, Gauri1 aRasmussen-Torvik, Laura, J1 aReiner, Alexander, P1 aRoden, Michael1 aRohde, Rebecca1 aRoll, Katheryn1 aSabanayagam, Charumathi1 aSandow, Kevin1 aSankareswaran, Alagu1 aSattar, Naveed1 aSchönherr, Sebastian1 aShahriar, Mohammad1 aShen, Botong1 aShi, Jinxiu1 aShin, Dong, Mun1 aShojima, Nobuhiro1 aSmith, Jennifer, A1 aSo, Wing, Yee1 aStančáková, Alena1 aSteinthorsdottir, Valgerdur1 aStilp, Adrienne, M1 aStrauch, Konstantin1 aTaylor, Kent, D1 aThorand, Barbara1 aThorsteinsdottir, Unnur1 aTomlinson, Brian1 aTran, Tam, C1 aTsai, Fuu-Jen1 aTuomilehto, Jaakko1 aTusié-Luna, Teresa1 aUdler, Miriam, S1 aValladares-Salgado, Adan1 avan Dam, Rob, M1 avan Klinken, Jan, B1 aVarma, Rohit1 aWacher-Rodarte, Niels1 aWheeler, Eleanor1 aWickremasinghe, Ananda, R1 aDijk, Ko Willems1 aWitte, Daniel, R1 aYajnik, Chittaranjan, S1 aYamamoto, Ken1 aYamamoto, Kenichi1 aYoon, Kyungheon1 aYu, Canqing1 aYuan, Jian-Min1 aYusuf, Salim1 aZawistowski, Matthew1 aZhang, Liang1 aZheng, Wei1 aRaffel, Leslie, J1 aIgase, Michiya1 aIpp, Eli1 aRedline, Susan1 aCho, Yoon Shin1 aLind, Lars1 aProvince, Michael, A1 aFornage, Myriam1 aHanis, Craig, L1 aIngelsson, Erik1 aZonderman, Alan, B1 aPsaty, Bruce, M1 aWang, Ya-Xing1 aRotimi, Charles, N1 aBecker, Diane, M1 aMatsuda, Fumihiko1 aLiu, Yongmei1 aYokota, Mitsuhiro1 aKardia, Sharon, L R1 aPeyser, Patricia, A1 aPankow, James, S1 aEngert, James, C1 aBonnefond, Amélie1 aFroguel, Philippe1 aWilson, James, G1 aSheu, Wayne, H H1 aWu, Jer-Yuarn1 aHayes, Geoffrey1 aMa, Ronald, C W1 aWong, Tien-Yin1 aMook-Kanamori, Dennis, O1 aTuomi, Tiinamaija1 aChandak, Giriraj, R1 aCollins, Francis, S1 aBharadwaj, Dwaipayan1 aParé, Guillaume1 aSale, Michèle, M1 aAhsan, Habibul1 aMotala, Ayesha, A1 aShu, Xiao-Ou1 aPark, Kyong-Soo1 aJukema, Wouter1 aCruz, Miguel1 aChen, Yii-Der Ida1 aRich, Stephen, S1 aMcKean-Cowdin, Roberta1 aGrallert, Harald1 aCheng, Ching-Yu1 aGhanbari, Mohsen1 aTai, E-Shyong1 aDupuis, Josée1 aKato, Norihiro1 aLaakso, Markku1 aKöttgen, Anna1 aKoh, Woon-Puay1 aBowden, Donald, W1 aPalmer, Colin, N A1 aKooner, Jaspal, S1 aKooperberg, Charles1 aLiu, Simin1 aNorth, Kari, E1 aSaleheen, Danish1 aHansen, Torben1 aPedersen, Oluf1 aWareham, Nicholas, J1 aLee, Juyoung1 aKim, Bong-Jo1 aMillwood, Iona, Y1 aWalters, Robin, G1 aStefansson, Kari1 aAhlqvist, Emma1 aGoodarzi, Mark, O1 aMohlke, Karen, L1 aLangenberg, Claudia1 aHaiman, Christopher, A1 aLoos, Ruth, J F1 aFlorez, Jose, C1 aRader, Daniel, J1 aRitchie, Marylyn, D1 aZöllner, Sebastian1 aMägi, Reedik1 aMarston, Nicholas, A1 aRuff, Christian, T1 avan Heel, David, A1 aFiner, Sarah1 aDenny, Joshua, C1 aYamauchi, Toshimasa1 aKadowaki, Takashi1 aChambers, John, C1 aC Y Ng, Maggie1 aSim, Xueling1 aBelow, Jennifer, E1 aTsao, Philip, S1 aChang, Kyong-Mi1 aMcCarthy, Mark, I1 aMeigs, James, B1 aMahajan, Anubha1 aSpracklen, Cassandra, N1 aMercader, Josep, M1 aBoehnke, Michael1 aRotter, Jerome, I1 aVujkovic, Marijana1 aVoight, Benjamin, F1 aMorris, Andrew, P1 aZeggini, Eleftheria1 aVA Million Veteran Program uhttps://chs-nhlbi.org/node/9619