07422nas a2202413 4500008004100000022001400041245009100055210006900146260000900215300001300224490000600237520076400243653002201007653000901029653001201038653001401050653002901064653002701093653001801120653004001138653001101178653002201189653003001211653003401241653003101275653001101306653001101317653002801328653000901356653001601365653003401381653001401415100002201429700001901451700002201470700001901492700002301511700002701534700002001561700002001581700001801601700001901619700001201638700001601650700002001666700001601686700002501702700002401727700002601751700001901777700001801796700001801814700002101832700002601853700002301879700002001902700001201922700002301934700002201957700001801979700002001997700002702017700001702044700002502061700001902086700001802105700001902123700002202142700002702164700002102191700002102212700002202233700001602255700002202271700001802293700001902311700002102330700002002351700001902371700002302390700002002413700002202433700002202455700001902477700002402496700002502520700002102545700002002566700002602586700002002612700001702632700001902649700001902668700002302687700002302710700002002733700002502753700002302778700002102801700001802822700002002840700002202860700001802882700002202900700001802922700002102940700002402961700001602985700001903001700001903020700002003039700002003059700002203079700002003101700001903121700001903140700002203159700001903181700001803200700002103218700002003239700002003259700001703279700001903296700001803315700002203333700001803355700001903373700002803392700002603420700002403446700001903470700001703489700002203506700002203528700001903550700002203569700001903591700002003610700001903630700002203649700002203671700002003693700001903713700001603732700002303748700002303771700002503794700001803819700001403837700002403851700001703875700002103892700002403913700001703937700001703954700001903971700001903990700001904009700001904028700002404047700002004071700002104091700001804112700002104130700001904151700001904170700002904189700002404218700002104242700002404263700002304287700001804310700002204328700002004350700002404370700002304394700002004417700002404437700001704461700002004478700001604498700002004514700002104534700001804555700002604573700001904599700002104618700003004639700002204669700001704691700001804708700002104726700001804747700002304765700002304788700002004811700002104831710002604852710002004878710002004898710005404918856003604972 2012 eng d a1553-740400aGenome-wide association and functional follow-up reveals new loci for kidney function.0 aGenomewide association and functional followup reveals new loci c2012 ae10025840 v83 a
Chronic kidney disease (CKD) is an important public health problem with a genetic component. We performed genome-wide association studies in up to 130,600 European ancestry participants overall, and stratified for key CKD risk factors. We uncovered 6 new loci in association with estimated glomerular filtration rate (eGFR), the primary clinical measure of CKD, in or near MPPED2, DDX1, SLC47A1, CDK12, CASP9, and INO80. Morpholino knockdown of mpped2 and casp9 in zebrafish embryos revealed podocyte and tubular abnormalities with altered dextran clearance, suggesting a role for these genes in renal function. By providing new insights into genes that regulate renal function, these results could further our understanding of the pathogenesis of CKD.
10aAfrican Americans10aAged10aAnimals10aCaspase 910aCyclin-Dependent Kinases10aDEAD-box RNA Helicases10aDNA Helicases10aEuropean Continental Ancestry Group10aFemale10aFollow-Up Studies10aGene Knockdown Techniques10aGenome-Wide Association Study10aGlomerular Filtration Rate10aHumans10aKidney10aKidney Failure, Chronic10aMale10aMiddle Aged10aPhosphoric Diester Hydrolases10aZebrafish1 aPattaro, Cristian1 aKöttgen, Anna1 aTeumer, Alexander1 aGarnaas, Maija1 aBöger, Carsten, A1 aFuchsberger, Christian1 aOlden, Matthias1 aChen, Ming-Huei1 aTin, Adrienne1 aTaliun, Daniel1 aLi, Man1 aGao, Xiaoyi1 aGorski, Mathias1 aYang, Qiong1 aHundertmark, Claudia1 aFoster, Meredith, C1 aO'Seaghdha, Conall, M1 aGlazer, Nicole1 aIsaacs, Aaron1 aLiu, Ching-Ti1 aSmith, Albert, V1 aO'Connell, Jeffrey, R1 aStruchalin, Maksim1 aTanaka, Toshiko1 aLi, Guo1 aJohnson, Andrew, D1 aGierman, Hinco, J1 aFeitosa, Mary1 aHwang, Shih-Jen1 aAtkinson, Elizabeth, J1 aLohman, Kurt1 aCornelis, Marilyn, C1 aJohansson, Asa1 aTönjes, Anke1 aDehghan, Abbas1 aChouraki, Vincent1 aHolliday, Elizabeth, G1 aSorice, Rossella1 aKutalik, Zoltán1 aLehtimäki, Terho1 aEsko, Tõnu1 aDeshmukh, Harshal1 aUlivi, Sheila1 aChu, Audrey, Y1 aMurgia, Federico1 aTrompet, Stella1 aImboden, Medea1 aKollerits, Barbara1 aPistis, Giorgio1 aHarris, Tamara, B1 aLauner, Lenore, J1 aAspelund, Thor1 aEiriksdottir, Gudny1 aMitchell, Braxton, D1 aBoerwinkle, Eric1 aSchmidt, Helena1 aCavalieri, Margherita1 aRao, Madhumathi1 aHu, Frank, B1 aDemirkan, Ayse1 aOostra, Ben, A1 ade Andrade, Mariza1 aTurner, Stephen, T1 aDing, Jingzhong1 aAndrews, Jeanette, S1 aFreedman, Barry, I1 aKoenig, Wolfgang1 aIllig, Thomas1 aDöring, Angela1 aWichmann, H-Erich1 aKolcic, Ivana1 aZemunik, Tatijana1 aBoban, Mladen1 aMinelli, Cosetta1 aWheeler, Heather, E1 aIgl, Wilmar1 aZaboli, Ghazal1 aWild, Sarah, H1 aWright, Alan, F1 aCampbell, Harry1 aEllinghaus, David1 aNöthlings, Ute1 aJacobs, Gunnar1 aBiffar, Reiner1 aEndlich, Karlhans1 aErnst, Florian1 aHomuth, Georg1 aKroemer, Heyo, K1 aNauck, Matthias1 aStracke, Sylvia1 aVölker, Uwe1 aVölzke, Henry1 aKovacs, Peter1 aStumvoll, Michael1 aMägi, Reedik1 aHofman, Albert1 aUitterlinden, André, G1 aRivadeneira, Fernando1 aAulchenko, Yurii, S1 aPolasek, Ozren1 aHastie, Nick1 aVitart, Veronique1 aHelmer, Catherine1 aWang, Jie, Jin1 aRuggiero, Daniela1 aBergmann, Sven1 aKähönen, Mika1 aViikari, Jorma1 aNikopensius, Tiit1 aProvince, Michael1 aKetkar, Shamika1 aColhoun, Helen1 aDoney, Alex1 aRobino, Antonietta1 aGiulianini, Franco1 aKrämer, Bernhard, K1 aPortas, Laura1 aFord, Ian1 aBuckley, Brendan, M1 aAdam, Martin1 aThun, Gian-Andri1 aPaulweber, Bernhard1 aHaun, Margot1 aSala, Cinzia1 aMetzger, Marie1 aMitchell, Paul1 aCiullo, Marina1 aKim, Stuart, K1 aVollenweider, Peter1 aRaitakari, Olli1 aMetspalu, Andres1 aPalmer, Colin1 aGasparini, Paolo1 aPirastu, Mario1 aJukema, Wouter1 aProbst-Hensch, Nicole, M1 aKronenberg, Florian1 aToniolo, Daniela1 aGudnason, Vilmundur1 aShuldiner, Alan, R1 aCoresh, Josef1 aSchmidt, Reinhold1 aFerrucci, Luigi1 aSiscovick, David, S1 aDuijn, Cornelia, M1 aBorecki, Ingrid1 aKardia, Sharon, L R1 aLiu, Yongmei1 aCurhan, Gary, C1 aRudan, Igor1 aGyllensten, Ulf1 aWilson, James, F1 aFranke, Andre1 aPramstaller, Peter, P1 aRettig, Rainer1 aProkopenko, Inga1 aWitteman, Jacqueline, C M1 aHayward, Caroline1 aRidker, Paul1 aParsa, Afshin1 aBochud, Murielle1 aHeid, Iris, M1 aGoessling, Wolfram1 aChasman, Daniel, I1 aKao, Linda, W H1 aFox, Caroline, S1 aCARDIoGRAM consortium1 aICBP Consortium1 aCARe Consortium1 aWellcome Trust Case Control Consortium 2 (WTCCC2) uhttps://chs-nhlbi.org/node/137707440nas a2202173 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2013 eng d a1533-345000aCommon variants in Mendelian kidney disease genes and their association with renal function.0 aCommon variants in Mendelian kidney disease genes and their asso c2013 Dec a2105-170 v243 aMany common genetic variants identified by genome-wide association studies for complex traits map to genes previously linked to rare inherited Mendelian disorders. A systematic analysis of common single-nucleotide polymorphisms (SNPs) in genes responsible for Mendelian diseases with kidney phenotypes has not been performed. We thus developed a comprehensive database of genes for Mendelian kidney conditions and evaluated the association between common genetic variants within these genes and kidney function in the general population. Using the Online Mendelian Inheritance in Man database, we identified 731 unique disease entries related to specific renal search terms and confirmed a kidney phenotype in 218 of these entries, corresponding to mutations in 258 genes. We interrogated common SNPs (minor allele frequency >5%) within these genes for association with the estimated GFR in 74,354 European-ancestry participants from the CKDGen Consortium. However, the top four candidate SNPs (rs6433115 at LRP2, rs1050700 at TSC1, rs249942 at PALB2, and rs9827843 at ROBO2) did not achieve significance in a stage 2 meta-analysis performed in 56,246 additional independent individuals, indicating that these common SNPs are not associated with estimated GFR. The effect of less common or rare variants in these genes on kidney function in the general population and disease-specific cohorts requires further research.
10aDatabases, Genetic10aEuropean Continental Ancestry Group10aGene Frequency10aGenetic Variation10aGenome-Wide Association Study10aHumans10aKidney10aMendelian Randomization Analysis10aPhenotype10aPolymorphism, Single Nucleotide10aRenal Insufficiency, Chronic1 aParsa, Afshin1 aFuchsberger, Christian1 aKöttgen, Anna1 aO'Seaghdha, Conall, M1 aPattaro, Cristian1 ade Andrade, Mariza1 aChasman, Daniel, I1 aTeumer, Alexander1 aEndlich, Karlhans1 aOlden, Matthias1 aChen, Ming-Huei1 aTin, Adrienne1 aKim, Young, J1 aTaliun, Daniel1 aLi, Man1 aFeitosa, Mary1 aGorski, Mathias1 aYang, Qiong1 aHundertmark, Claudia1 aFoster, Meredith, C1 aGlazer, Nicole1 aIsaacs, Aaron1 aRao, Madhumathi1 aSmith, Albert, V1 aO'Connell, Jeffrey, R1 aStruchalin, Maksim1 aTanaka, Toshiko1 aLi, Guo1 aHwang, Shih-Jen1 aAtkinson, Elizabeth, J1 aLohman, Kurt1 aCornelis, Marilyn, C1 aJohansson, Asa1 aTönjes, Anke1 aDehghan, Abbas1 aCouraki, Vincent1 aHolliday, Elizabeth, G1 aSorice, Rossella1 aKutalik, Zoltán1 aLehtimäki, Terho1 aEsko, Tõnu1 aDeshmukh, Harshal1 aUlivi, Sheila1 aChu, Audrey, Y1 aMurgia, Federico1 aTrompet, Stella1 aImboden, Medea1 aKollerits, Barbara1 aPistis, Giorgio1 aHarris, Tamara, B1 aLauner, Lenore, J1 aAspelund, Thor1 aEiriksdottir, Gudny1 aMitchell, Braxton, D1 aBoerwinkle, Eric1 aSchmidt, Helena1 aHofer, Edith1 aHu, Frank1 aDemirkan, Ayse1 aOostra, Ben, A1 aTurner, Stephen, T1 aDing, Jingzhong1 aAndrews, Jeanette, S1 aFreedman, Barry, I1 aGiulianini, Franco1 aKoenig, Wolfgang1 aIllig, Thomas1 aDöring, Angela1 aWichmann, H-Erich1 aZgaga, Lina1 aZemunik, Tatijana1 aBoban, Mladen1 aMinelli, Cosetta1 aWheeler, Heather, E1 aIgl, Wilmar1 aZaboli, Ghazal1 aWild, Sarah, H1 aWright, Alan, F1 aCampbell, Harry1 aEllinghaus, David1 aNöthlings, Ute1 aJacobs, Gunnar1 aBiffar, Reiner1 aErnst, Florian1 aHomuth, Georg1 aKroemer, Heyo, K1 aNauck, Matthias1 aStracke, Sylvia1 aVölker, Uwe1 aVölzke, Henry1 aKovacs, Peter1 aStumvoll, Michael1 aMägi, Reedik1 aHofman, Albert1 aUitterlinden, André, G1 aRivadeneira, Fernando1 aAulchenko, Yurii, S1 aPolasek, Ozren1 aHastie, Nick1 aVitart, Veronique1 aHelmer, Catherine1 aWang, Jie, Jin1 aStengel, Bénédicte1 aRuggiero, Daniela1 aBergmann, Sven1 aKähönen, Mika1 aViikari, Jorma1 aNikopensius, Tiit1 aProvince, Michael1 aColhoun, Helen1 aDoney, Alex1 aRobino, Antonietta1 aKrämer, Bernhard, K1 aPortas, Laura1 aFord, Ian1 aBuckley, Brendan, M1 aAdam, Martin1 aThun, Gian-Andri1 aPaulweber, Bernhard1 aHaun, Margot1 aSala, Cinzia1 aMitchell, Paul1 aCiullo, Marina1 aVollenweider, Peter1 aRaitakari, Olli1 aMetspalu, Andres1 aPalmer, Colin1 aGasparini, Paolo1 aPirastu, Mario1 aJukema, Wouter1 aProbst-Hensch, Nicole, M1 aKronenberg, Florian1 aToniolo, Daniela1 aGudnason, Vilmundur1 aShuldiner, Alan, R1 aCoresh, Josef1 aSchmidt, Reinhold1 aFerrucci, Luigi1 aDuijn, Cornelia, M1 aBorecki, Ingrid1 aKardia, Sharon, L R1 aLiu, Yongmei1 aCurhan, Gary, C1 aRudan, Igor1 aGyllensten, Ulf1 aWilson, James, F1 aFranke, Andre1 aPramstaller, Peter, P1 aRettig, Rainer1 aProkopenko, Inga1 aWitteman, Jacqueline1 aHayward, Caroline1 aRidker, Paul, M1 aBochud, Murielle1 aHeid, Iris, M1 aSiscovick, David, S1 aFox, Caroline, S1 aKao, Linda1 aBöger, Carsten, A uhttps://chs-nhlbi.org/node/628805845nas a2201189 4500008004100000022001400041245012300055210006900178260001300247300001300260490000700273520235900280653001202639653002002651653002002671653002602691653001702717653002102734653001802755653004002773653003002813653002202843653003302865653003802898653003402936653001302970653001102983653001502994653001203009653003603021653002403057653002803081653003103109100002003140700002003160700002603180700002503206700002403231700002803255700002303283700002203306700002403328700001803352700001903370700002003389700002103409700001903430700001903449700001103468700002303479700002903502700002503531700002103556700002403577700001803601700002003619700002103639700002303660700002503683700002203708700002303730700001903753700001403772700002503786700001903811700002003830700002103850700001903871700001703890700002803907700001903935700002103954700002103975700002003996700002404016700002104040700002804061700001704089700003104106700002004137700002104157700002004178700002004198700002504218700002204243700002404265700002104289700002304310700002004333700002804353700002204381700002004403700002504423700002204448700002504470700003004495700002004525700002204545700002504567700002704592856003604619 2013 eng d a1938-320700aGenome-wide meta-analysis of observational studies shows common genetic variants associated with macronutrient intake.0 aGenomewide metaanalysis of observational studies shows common ge c2013 Jun a1395-4020 v973 aBACKGROUND: Macronutrient intake varies substantially between individuals, and there is evidence that this variation is partly accounted for by genetic variants.
OBJECTIVE: The objective of the study was to identify common genetic variants that are associated with macronutrient intake.
DESIGN: We performed 2-stage genome-wide association (GWA) meta-analysis of macronutrient intake in populations of European descent. Macronutrients were assessed by using food-frequency questionnaires and analyzed as percentages of total energy consumption from total fat, protein, and carbohydrate. From the discovery GWA (n = 38,360), 35 independent loci associated with macronutrient intake at P < 5 × 10(-6) were identified and taken forward to replication in 3 additional cohorts (n = 33,533) from the DietGen Consortium. For one locus, fat mass obesity-associated protein (FTO), cohorts with Illumina MetaboChip genotype data (n = 7724) provided additional replication data.
RESULTS: A variant in the chromosome 19 locus (rs838145) was associated with higher carbohydrate (β ± SE: 0.25 ± 0.04%; P = 1.68 × 10(-8)) and lower fat (β ± SE: -0.21 ± 0.04%; P = 1.57 × 10(-9)) consumption. A candidate gene in this region, fibroblast growth factor 21 (FGF21), encodes a fibroblast growth factor involved in glucose and lipid metabolism. The variants in this locus were associated with circulating FGF21 protein concentrations (P < 0.05) but not mRNA concentrations in blood or brain. The body mass index (BMI)-increasing allele of the FTO variant (rs1421085) was associated with higher protein intake (β ± SE: 0.10 ± 0.02%; P = 9.96 × 10(-10)), independent of BMI (after adjustment for BMI, β ± SE: 0.08 ± 0.02%; P = 3.15 × 10(-7)).
CONCLUSION: Our results indicate that variants in genes involved in nutrient metabolism and obesity are associated with macronutrient consumption in humans. Trials related to this study were registered at clinicaltrials.gov as NCT00005131 (Atherosclerosis Risk in Communities), NCT00005133 (Cardiovascular Health Study), NCT00005136 (Family Heart Study), NCT00005121 (Framingham Heart Study), NCT00083369 (Genetic and Environmental Determinants of Triglycerides), NCT01331512 (InCHIANTI Study), and NCT00005487 (Multi-Ethnic Study of Atherosclerosis).
10aAlleles10aAtherosclerosis10aBody Mass Index10aDietary Carbohydrates10aDietary Fats10aDietary Proteins10aEnergy Intake10aEuropean Continental Ancestry Group10aFibroblast Growth Factors10aFollow-Up Studies10aGene-Environment Interaction10aGenetic Predisposition to Disease10aGenome-Wide Association Study10aGenotype10aHumans10aLife Style10aObesity10aPolymorphism, Single Nucleotide10aProspective Studies10aQuantitative Trait Loci10aSurveys and Questionnaires1 aTanaka, Toshiko1 aNgwa, Julius, S1 avan Rooij, Frank, J A1 aZillikens, Carola, M1 aWojczynski, Mary, K1 aFrazier-Wood, Alexis, C1 aHouston, Denise, K1 aKanoni, Stavroula1 aLemaitre, Rozenn, N1 aLuan, Jian'an1 aMikkilä, Vera1 aRenstrom, Frida1 aSonestedt, Emily1 aZhao, Jing Hua1 aChu, Audrey, Y1 aQi, Lu1 aChasman, Daniel, I1 aOtto, Marcia, C de Olive1 aDhurandhar, Emily, J1 aFeitosa, Mary, F1 aJohansson, Ingegerd1 aKhaw, Kay-Tee1 aLohman, Kurt, K1 aManichaikul, Ani1 aMcKeown, Nicola, M1 aMozaffarian, Dariush1 aSingleton, Andrew1 aStirrups, Kathleen1 aViikari, Jorma1 aYe, Zheng1 aBandinelli, Stefania1 aBarroso, Inês1 aDeloukas, Panos1 aForouhi, Nita, G1 aHofman, Albert1 aLiu, Yongmei1 aLyytikäinen, Leo-Pekka1 aNorth, Kari, E1 aDimitriou, Maria1 aHallmans, Göran1 aKähönen, Mika1 aLangenberg, Claudia1 aOrdovas, Jose, M1 aUitterlinden, André, G1 aHu, Frank, B1 aKalafati, Ioanna-Panagiota1 aRaitakari, Olli1 aFranco, Oscar, H1 aJohnson, Andrew1 aEmilsson, Valur1 aSchrack, Jennifer, A1 aSemba, Richard, D1 aSiscovick, David, S1 aArnett, Donna, K1 aBorecki, Ingrid, B1 aFranks, Paul, W1 aKritchevsky, Stephen, B1 aLehtimäki, Terho1 aLoos, Ruth, J F1 aOrho-Melander, Marju1 aRotter, Jerome, I1 aWareham, Nicholas, J1 aWitteman, Jacqueline, C M1 aFerrucci, Luigi1 aDedoussis, George1 aCupples, Adrienne, L1 aNettleton, Jennifer, A uhttps://chs-nhlbi.org/node/616306392nas a2201669 4500008004100000022001400041245009700055210006900152260001600221300001200237490000700249520182200256653001002078653002202088653000902110653001202119653003702131653002002168653002602188653001702214653002102231653001802252653004002270653001102310653001902321653001102340653000902351653001602360653001202376653003602388653001302424100001402437700002802451700002002479700002002499700002002519700001902539700002102558700001902579700002002598700001802618700002302636700001802659700001802677700001602695700002402711700001202735700003202747700002302779700001502802700001902817700002002836700001902856700002502875700001702900700002302917700002202940700002302962700002202985700001503007700002503022700002703047700002003074700002203094700002403116700001203140700002103152700002103173700002103194700002503215700001903240700002003259700001903279700002603298700002103324700001703345700002403362700001703386700002303403700002103426700001603447700001803463700002503481700002003506700002003526700002103546700001903567700002303586700001903609700002403628700002303652700002203675700001803697700001803715700002303733700001703756700001203773700001703785700002003802700001703822700001903839700002503858700001603883700001903899700002003918700002003938700002303958700002203981700002804003700002504031700002104056700001604077700001804093700002404111700001504135700002904150700002404179700002504203700003004228700001504258700002004273700001704293700001804310700002204328700002004350700002304370700002104393700002104414700002004435700002504455700002004480700002504500700001404525700002304539700002004562700002904582700001704611700002004628700002704648700001104675856003604686 2014 eng d a1460-208300aFTO genetic variants, dietary intake and body mass index: insights from 177,330 individuals.0 aFTO genetic variants dietary intake and body mass index insights c2014 Dec 20 a6961-720 v233 aFTO is the strongest known genetic susceptibility locus for obesity. Experimental studies in animals suggest the potential roles of FTO in regulating food intake. The interactive relation among FTO variants, dietary intake and body mass index (BMI) is complex and results from previous often small-scale studies in humans are highly inconsistent. We performed large-scale analyses based on data from 177,330 adults (154 439 Whites, 5776 African Americans and 17 115 Asians) from 40 studies to examine: (i) the association between the FTO-rs9939609 variant (or a proxy single-nucleotide polymorphism) and total energy and macronutrient intake and (ii) the interaction between the FTO variant and dietary intake on BMI. The minor allele (A-allele) of the FTO-rs9939609 variant was associated with higher BMI in Whites (effect per allele = 0.34 [0.31, 0.37] kg/m(2), P = 1.9 × 10(-105)), and all participants (0.30 [0.30, 0.35] kg/m(2), P = 3.6 × 10(-107)). The BMI-increasing allele of the FTO variant showed a significant association with higher dietary protein intake (effect per allele = 0.08 [0.06, 0.10] %, P = 2.4 × 10(-16)), and relative weak associations with lower total energy intake (-6.4 [-10.1, -2.6] kcal/day, P = 0.001) and lower dietary carbohydrate intake (-0.07 [-0.11, -0.02] %, P = 0.004). The associations with protein (P = 7.5 × 10(-9)) and total energy (P = 0.002) were attenuated but remained significant after adjustment for BMI. We did not find significant interactions between the FTO variant and dietary intake of total energy, protein, carbohydrate or fat on BMI. Our findings suggest a positive association between the BMI-increasing allele of FTO variant and higher dietary protein intake and offer insight into potential link between FTO, dietary protein intake and adiposity.
10aAdult10aAfrican Americans10aAged10aAlleles10aAsian Continental Ancestry Group10aBody Mass Index10aDietary Carbohydrates10aDietary Fats10aDietary Proteins10aEnergy Intake10aEuropean Continental Ancestry Group10aFemale10aGene Frequency10aHumans10aMale10aMiddle Aged10aObesity10aPolymorphism, Single Nucleotide10aProteins1 aQi, Qibin1 aKilpeläinen, Tuomas, O1 aDowner, Mary, K1 aTanaka, Toshiko1 aSmith, Caren, E1 aSluijs, Ivonne1 aSonestedt, Emily1 aChu, Audrey, Y1 aRenstrom, Frida1 aLin, Xiaochen1 aÄngquist, Lars, H1 aHuang, Jinyan1 aLiu, Zhonghua1 aLi, Yanping1 aAli, Muhammad, Asif1 aXu, Min1 aAhluwalia, Tarunveer, Singh1 aBoer, Jolanda, M A1 aChen, Peng1 aDaimon, Makoto1 aEriksson, Johan1 aPerola, Markus1 aFriedlander, Yechiel1 aGao, Yu-Tang1 aHeppe, Denise, H M1 aHolloway, John, W1 aHouston, Denise, K1 aKanoni, Stavroula1 aKim, Yu-Mi1 aLaaksonen, Maarit, A1 aJääskeläinen, Tiina1 aLee, Nanette, R1 aLehtimäki, Terho1 aLemaitre, Rozenn, N1 aLu, Wei1 aLuben, Robert, N1 aManichaikul, Ani1 aMännistö, Satu1 aMarques-Vidal, Pedro1 aMonda, Keri, L1 aNgwa, Julius, S1 aPerusse, Louis1 avan Rooij, Frank, J A1 aXiang, Yong-Bing1 aWen, Wanqing1 aWojczynski, Mary, K1 aZhu, Jingwen1 aBorecki, Ingrid, B1 aBouchard, Claude1 aCai, Qiuyin1 aCooper, Cyrus1 aDedoussis, George, V1 aDeloukas, Panos1 aFerrucci, Luigi1 aForouhi, Nita, G1 aHansen, Torben1 aChristiansen, Lene1 aHofman, Albert1 aJohansson, Ingegerd1 aJørgensen, Torben1 aKarasawa, Shigeru1 aKhaw, Kay-Tee1 aKim, Mi-Kyung1 aKristiansson, Kati1 aLi, Huaixing1 aLin, Xu1 aLiu, Yongmei1 aLohman, Kurt, K1 aLong, Jirong1 aMikkilä, Vera1 aMozaffarian, Dariush1 aNorth, Kari1 aPedersen, Oluf1 aRaitakari, Olli1 aRissanen, Harri1 aTuomilehto, Jaakko1 aSchouw, Yvonne, T1 aUitterlinden, André, G1 aZillikens, Carola, M1 aFranco, Oscar, H1 aTai, Shyong1 aShu, Xiao, Ou1 aSiscovick, David, S1 aToft, Ulla1 aVerschuren, W, M Monique1 aVollenweider, Peter1 aWareham, Nicholas, J1 aWitteman, Jacqueline, C M1 aZheng, Wei1 aRidker, Paul, M1 aKang, Jae, H1 aLiang, Liming1 aJensen, Majken, K1 aCurhan, Gary, C1 aPasquale, Louis, R1 aHunter, David, J1 aMohlke, Karen, L1 aUusitupa, Matti1 aCupples, Adrienne, L1 aRankinen, Tuomo1 aOrho-Melander, Marju1 aWang, Tao1 aChasman, Daniel, I1 aFranks, Paul, W1 aSørensen, Thorkild, I A1 aHu, Frank, B1 aLoos, Ruth, J F1 aNettleton, Jennifer, A1 aQi, Lu uhttps://chs-nhlbi.org/node/693805936nas a2201453 4500008004100000022001400041245016600055210006900221260000900290300001200299490000600311520182200317653002102139653002002160653001502180653003302195653001302228653001102241653001202252100001802264700001502282700002202297700002502319700002202344700001902366700002002385700002002405700002002425700002202445700001802467700002402485700002302509700002402532700002002556700001602576700002002592700002202612700002502634700002902659700001902688700001702707700001602724700002002740700002402760700002502784700001802809700001802827700001902845700001802864700002102882700002002903700001502923700001802938700003002956700002102986700001703007700002003024700001903044700001903063700003003082700002503112700001903137700001703156700002403173700001803197700001903215700001803234700002203252700001403274700001903288700002403307700002103331700002703352700001803379700002603397700001903423700002403442700002303466700002803489700002603517700002303543700002303566700002103589700002003610700002603630700002003656700002103676700002503697700002503722700001703747700002103764700001903785700002403804700002203828700002103850700002103871700001903892700001503911700002003926700001903946700002103965700002803986700002004014700001704034700002504051700002004076700002304096700001904119700001904138700002004157700002104177700001904198700001904217700002004236700001904256700001804275700002504293700003204318700003004350700002304380700002004403700002304423856003604446 2014 eng d a1932-620300aNo evidence for genome-wide interactions on plasma fibrinogen by smoking, alcohol consumption and body mass index: results from meta-analyses of 80,607 subjects.0 aNo evidence for genomewide interactions on plasma fibrinogen by c2014 ae1111560 v93 aPlasma fibrinogen is an acute phase protein playing an important role in the blood coagulation cascade having strong associations with smoking, alcohol consumption and body mass index (BMI). Genome-wide association studies (GWAS) have identified a variety of gene regions associated with elevated plasma fibrinogen concentrations. However, little is yet known about how associations between environmental factors and fibrinogen might be modified by genetic variation. Therefore, we conducted large-scale meta-analyses of genome-wide interaction studies to identify possible interactions of genetic variants and smoking status, alcohol consumption or BMI on fibrinogen concentration. The present study included 80,607 subjects of European ancestry from 22 studies. Genome-wide interaction analyses were performed separately in each study for about 2.6 million single nucleotide polymorphisms (SNPs) across the 22 autosomal chromosomes. For each SNP and risk factor, we performed a linear regression under an additive genetic model including an interaction term between SNP and risk factor. Interaction estimates were meta-analysed using a fixed-effects model. No genome-wide significant interaction with smoking status, alcohol consumption or BMI was observed in the meta-analyses. The most suggestive interaction was found for smoking and rs10519203, located in the LOC123688 region on chromosome 15, with a p value of 6.2 × 10(-8). This large genome-wide interaction study including 80,607 participants found no strong evidence of interaction between genetic variants and smoking status, alcohol consumption or BMI on fibrinogen concentrations. Further studies are needed to yield deeper insight in the interplay between environmental factors and gene variants on the regulation of fibrinogen concentrations.
10aAlcohol Drinking10aBody Mass Index10aFibrinogen10aGene-Environment Interaction10aGenomics10aHumans10aSmoking1 aBaumert, Jens1 aHuang, Jie1 aMcKnight, Barbara1 aSabater-Lleal, Maria1 aSteri, Maristella1 aChu, Audrey, Y1 aTrompet, Stella1 aLopez, Lorna, M1 aFornage, Myriam1 aTeumer, Alexander1 aTang, Weihong1 aRudnicka, Alicja, R1 aMälarstig, Anders1 aHottenga, Jouke-Jan1 aKavousi, Maryam1 aLahti, Jari1 aTanaka, Toshiko1 aHayward, Caroline1 aHuffman, Jennifer, E1 aMorange, Pierre-Emmanuel1 aRose, Lynda, M1 aBasu, Saonli1 aRumley, Ann1 aStott, David, J1 aBuckley, Brendan, M1 ade Craen, Anton, J M1 aSanna, Serena1 aMasala, Marco1 aBiffar, Reiner1 aHomuth, Georg1 aSilveira, Angela1 aSennblad, Bengt1 aGoel, Anuj1 aWatkins, Hugh1 aMüller-Nurasyid, Martina1 aRückerl, Regina1 aTaylor, Kent1 aChen, Ming-Huei1 aGeus, Eco, J C1 aHofman, Albert1 aWitteman, Jacqueline, C M1 ade Maat, Moniek, P M1 aPalotie, Aarno1 aDavies, Gail1 aSiscovick, David, S1 aKolcic, Ivana1 aWild, Sarah, H1 aSong, Jaejoon1 aMcArdle, Wendy, L1 aFord, Ian1 aSattar, Naveed1 aSchlessinger, David1 aGrotevendt, Anne1 aFranzosi, Maria Grazia1 aIllig, Thomas1 aWaldenberger, Melanie1 aLumley, Thomas1 aTofler, Geoffrey, H1 aWillemsen, Gonneke1 aUitterlinden, André, G1 aRivadeneira, Fernando1 aRäikkönen, Katri1 aChasman, Daniel, I1 aFolsom, Aaron, R1 aLowe, Gordon, D1 aWestendorp, Rudi, G J1 aSlagboom, Eline1 aCucca, Francesco1 aWallaschofski, Henri1 aStrawbridge, Rona, J1 aSeedorf, Udo1 aKoenig, Wolfgang1 aBis, Joshua, C1 aMukamal, Kenneth, J1 avan Dongen, Jenny1 aWiden, Elisabeth1 aFranco, Oscar, H1 aStarr, John, M1 aLiu, Kiang1 aFerrucci, Luigi1 aPolasek, Ozren1 aWilson, James, F1 aOudot-Mellakh, Tiphaine1 aCampbell, Harry1 aNavarro, Pau1 aBandinelli, Stefania1 aEriksson, Johan1 aBoomsma, Dorret, I1 aDehghan, Abbas1 aClarke, Robert1 aHamsten, Anders1 aBoerwinkle, Eric1 aJukema, Wouter1 aNaitza, Silvia1 aRidker, Paul, M1 aVölzke, Henry1 aDeary, Ian, J1 aReiner, Alexander, P1 aTrégouët, David-Alexandre1 aO'Donnell, Christopher, J1 aStrachan, David, P1 aPeters, Annette1 aSmith, Nicholas, L uhttps://chs-nhlbi.org/node/666704872nas a2201453 4500008004100000022001400041245010900055210006900164260001600233300000900249490000600258520072200264653002100986653003401007653001101041653005101052653002101103653003601124100001801160700002001178700002501198700002301223700001601246700002101262700002301283700001701306700002501323700002401348700002201372700002201394700001901416700001701435700002001452700001201472700002101484700002101505700002801526700002301554700002501577700002001602700002401622700001401646700002601660700002001686700001901706700002401725700001701749700001801766700001901784700002201803700001801825700002201843700001901865700002601884700002101910700002501931700002401956700001801980700002501998700002202023700002102045700001702066700002402083700001602107700001602123700001902139700002202158700001602180700001902196700001902215700001802234700002302252700001902275700002102294700001802315700002102333700002002354700003002374700002702404700001602431700002202447700001802469700001602487700001702503700002302520700001602543700002202559700002102581700002602602700002002628700002502648700002802673700002402701700002302725700002202748700001902770700002302789700002302812700002202835700002002857700002302877700002802900700001902928700002602947700002002973700002102993700002003014700002403034700001703058700002103075700002803096700002203124700002203146700002003168700002303188700002403211700002203235700001903257700002203276700001903298700002303317710004203340856003603382 2014 eng d a2041-172300aPharmacogenetic meta-analysis of genome-wide association studies of LDL cholesterol response to statins.0 aPharmacogenetic metaanalysis of genomewide association studies o c2014 Oct 28 a50680 v53 aStatins effectively lower LDL cholesterol levels in large studies and the observed interindividual response variability may be partially explained by genetic variation. Here we perform a pharmacogenetic meta-analysis of genome-wide association studies (GWAS) in studies addressing the LDL cholesterol response to statins, including up to 18,596 statin-treated subjects. We validate the most promising signals in a further 22,318 statin recipients and identify two loci, SORT1/CELSR2/PSRC1 and SLCO1B1, not previously identified in GWAS. Moreover, we confirm the previously described associations with APOE and LPA. Our findings advance the understanding of the pharmacogenetic architecture of statin response.
10aCholesterol, LDL10aGenome-Wide Association Study10aHumans10aHydroxymethylglutaryl-CoA Reductase Inhibitors10aPharmacogenetics10aPolymorphism, Single Nucleotide1 aPostmus, Iris1 aTrompet, Stella1 aDeshmukh, Harshal, A1 aBarnes, Michael, R1 aLi, Xiaohui1 aWarren, Helen, R1 aChasman, Daniel, I1 aZhou, Kaixin1 aArsenault, Benoit, J1 aDonnelly, Louise, A1 aWiggins, Kerri, L1 aAvery, Christy, L1 aGriffin, Paula1 aFeng, QiPing1 aTaylor, Kent, D1 aLi, Guo1 aEvans, Daniel, S1 aSmith, Albert, V1 ade Keyser, Catherine, E1 aJohnson, Andrew, D1 ade Craen, Anton, J M1 aStott, David, J1 aBuckley, Brendan, M1 aFord, Ian1 aWestendorp, Rudi, G J1 aSlagboom, Eline1 aSattar, Naveed1 aMunroe, Patricia, B1 aSever, Peter1 aPoulter, Neil1 aStanton, Alice1 aShields, Denis, C1 aO'Brien, Eoin1 aShaw-Hawkins, Sue1 aChen, Y-D, Ida1 aNickerson, Deborah, A1 aSmith, Joshua, D1 aDubé, Marie, Pierre1 aBoekholdt, Matthijs1 aHovingh, Kees1 aKastelein, John, J P1 aMcKeigue, Paul, M1 aBetteridge, John1 aNeil, Andrew1 aDurrington, Paul, N1 aDoney, Alex1 aCarr, Fiona1 aMorris, Andrew1 aMcCarthy, Mark, I1 aGroop, Leif1 aAhlqvist, Emma1 aBis, Joshua, C1 aRice, Kenneth1 aSmith, Nicholas, L1 aLumley, Thomas1 aWhitsel, Eric, A1 aStürmer, Til1 aBoerwinkle, Eric1 aNgwa, Julius, S1 aO'Donnell, Christopher, J1 aVasan, Ramachandran, S1 aWei, Wei-Qi1 aWilke, Russell, A1 aLiu, Ching-Ti1 aSun, Fangui1 aGuo, Xiuqing1 aHeckbert, Susan, R1 aPost, Wendy1 aSotoodehnia, Nona1 aArnold, Alice, M1 aStafford, Jeanette, M1 aDing, Jingzhong1 aHerrington, David, M1 aKritchevsky, Stephen, B1 aEiriksdottir, Gudny1 aLauner, Leonore, J1 aHarris, Tamara, B1 aChu, Audrey, Y1 aGiulianini, Franco1 aMacFadyen, Jean, G1 aBarratt, Bryan, J1 aNyberg, Fredrik1 aStricker, Bruno, H1 aUitterlinden, André, G1 aHofman, Albert1 aRivadeneira, Fernando1 aEmilsson, Valur1 aFranco, Oscar, H1 aRidker, Paul, M1 aGudnason, Vilmundur1 aLiu, Yongmei1 aDenny, Joshua, C1 aBallantyne, Christie, M1 aRotter, Jerome, I1 aCupples, Adrienne1 aPsaty, Bruce, M1 aPalmer, Colin, N A1 aTardif, Jean-Claude1 aColhoun, Helen, M1 aHitman, Graham1 aKrauss, Ronald, M1 aJukema, Wouter1 aCaulfield, Mark, J1 aWelcome Trust Case Control Consortium uhttps://chs-nhlbi.org/node/659103799nas a2200757 4500008004100000022001400041245019200055210006900247260001300316300001200329490000700341520158600348653002301934653002101957653004101978653001902019653000902038653002602047653002602073653002502099653002702124653001602151653002502167653001102192653001102203653000902214653001602223653003602239100002002275700002002295700002702315700001902342700001802361700001302379700002002392700002302412700001502435700001902450700002002469700002002489700002502509700002502534700001902559700002202578700002102600700001802621700002002639700001802659700002202677700002102699700002502720700002202745700001702767700002302784700002002807700002102827700001902848700001202867700001302879700001902892700002502911700002402936700002102960700002402981856003603005 2015 eng d a1613-413300aDietary fatty acids modulate associations between genetic variants and circulating fatty acids in plasma and erythrocyte membranes: Meta-analysis of nine studies in the CHARGE consortium.0 aDietary fatty acids modulate associations between genetic varian c2015 Jul a1373-830 v593 aSCOPE: Tissue concentrations of omega-3 fatty acids may reduce cardiovascular disease risk, and genetic variants are associated with circulating fatty acids concentrations. Whether dietary fatty acids interact with genetic variants to modify circulating omega-3 fatty acids is unclear. We evaluated interactions between genetic variants and fatty acid intakes for circulating alpha-linoleic acid, eicosapentaenoic acid, docosahexaenoic acid, and docosapentaenoic acid.
METHODS AND RESULTS: We conducted meta-analyses (N = 11 668) evaluating interactions between dietary fatty acids and genetic variants (rs174538 and rs174548 in FADS1 (fatty acid desaturase 1), rs7435 in AGPAT3 (1-acyl-sn-glycerol-3-phosphate), rs4985167 in PDXDC1 (pyridoxal-dependent decarboxylase domain-containing 1), rs780094 in GCKR (glucokinase regulatory protein), and rs3734398 in ELOVL2 (fatty acid elongase 2)). Stratification by measurement compartment (plasma versus erthyrocyte) revealed compartment-specific interactions between FADS1 rs174538 and rs174548 and dietary alpha-linolenic acid and linoleic acid for docosahexaenoic acid and docosapentaenoic acid.
CONCLUSION: Our findings reinforce earlier reports that genetically based differences in circulating fatty acids may be partially due to differences in the conversion of fatty acid precursors. Further, fatty acids measurement compartment may modify gene-diet relationships, and considering compartment may improve the detection of gene-fatty acids interactions for circulating fatty acid outcomes.
10aAcetyltransferases10aAcyltransferases10aAdaptor Proteins, Signal Transducing10aCarboxy-Lyases10aDiet10aDocosahexaenoic Acids10aEicosapentaenoic Acid10aErythrocyte Membrane10aFatty Acid Desaturases10aFatty Acids10aFatty Acids, Omega-310aFemale10aHumans10aMale10aMiddle Aged10aPolymorphism, Single Nucleotide1 aSmith, Caren, E1 aFollis, Jack, L1 aNettleton, Jennifer, A1 aFoy, Millennia1 aH Y Wu, Jason1 aMa, Yiyi1 aTanaka, Toshiko1 aManichakul, Ani, W1 aWu, Hongyu1 aChu, Audrey, Y1 aSteffen, Lyn, M1 aFornage, Myriam1 aMozaffarian, Dariush1 aKabagambe, Edmond, K1 aFerruci, Luigi1 aChen, Yii-Der Ida1 aRich, Stephen, S1 aDjoussé, Luc1 aRidker, Paul, M1 aTang, Weihong1 aMcKnight, Barbara1 aTsai, Michael, Y1 aBandinelli, Stefania1 aRotter, Jerome, I1 aHu, Frank, B1 aChasman, Daniel, I1 aPsaty, Bruce, M1 aArnett, Donna, K1 aKing, Irena, B1 aSun, Qi1 aWang, Lu1 aLumley, Thomas1 aChiuve, Stephanie, E1 aSiscovick, David, S1 aOrdovas, Jose, M1 aLemaitre, Rozenn, N uhttps://chs-nhlbi.org/node/668702945nas a2200589 4500008004100000022001400041245009400055210006900149260001300218300001100231490000700242520132000249653001901569653001601588653001701604653002201621653003401643653001101677100002401688700001901712700002501731700001801756700002201774700002101796700001701817700001201834700002301846700001901869700001301888700001701901700002401918700002101942700002101963700002001984700001802004700002102022700001802043700001802061700001502079700002202094700001902116700002102135700002102156700002502177700001702202700001802219700001702237700002002254700002002274700002502294856003602319 2015 eng d a1539-726200aGenetic loci associated with circulating levels of very long-chain saturated fatty acids.0 aGenetic loci associated with circulating levels of very longchai c2015 Jan a176-840 v563 aVery long-chain saturated fatty acids (VLSFAs) are saturated fatty acids with 20 or more carbons. In contrast to the more abundant saturated fatty acids, such as palmitic acid, there is growing evidence that circulating VLSFAs may have beneficial biological properties. Whether genetic factors influence circulating levels of VLSFAs is not known. We investigated the association of common genetic variation with plasma phospholipid/erythrocyte levels of three VLSFAs by performing genome-wide association studies in seven population-based cohorts comprising 10,129 subjects of European ancestry. We observed associations of circulating VLSFA concentrations with common variants in two genes, serine palmitoyl-transferase long-chain base subunit 3 (SPTLC3), a gene involved in the rate-limiting step of de novo sphingolipid synthesis, and ceramide synthase 4 (CERS4). The SPTLC3 variant at rs680379 was associated with higher arachidic acid (20:0 , P = 5.81 × 10(-13)). The CERS4 variant at rs2100944 was associated with higher levels of 20:0 (P = 2.65 × 10(-40)) and in analyses that adjusted for 20:0, with lower levels of behenic acid (P = 4.22 × 10(-26)) and lignoceric acid (P = 3.20 × 10(-21)). These novel associations suggest an inter-relationship of circulating VLSFAs and sphingolipid synthesis.
10aCohort Studies10aFatty Acids10aGenetic Loci10aGenetic Variation10aGenome-Wide Association Study10aHumans1 aLemaitre, Rozenn, N1 aKing, Irena, B1 aKabagambe, Edmond, K1 aH Y Wu, Jason1 aMcKnight, Barbara1 aManichaikul, Ani1 aGuan, Weihua1 aSun, Qi1 aChasman, Daniel, I1 aFoy, Millennia1 aWang, Lu1 aZhu, Jingwen1 aSiscovick, David, S1 aTsai, Michael, Y1 aArnett, Donna, K1 aPsaty, Bruce, M1 aDjoussé, Luc1 aChen, Yii-der, I1 aTang, Weihong1 aWeng, Lu-Chen1 aWu, Hongyu1 aJensen, Majken, K1 aChu, Audrey, Y1 aJacobs, David, R1 aRich, Stephen, S1 aMozaffarian, Dariush1 aSteffen, Lyn1 aRimm, Eric, B1 aHu, Frank, B1 aRidker, Paul, M1 aFornage, Myriam1 aFriedlander, Yechiel uhttps://chs-nhlbi.org/node/661504501nas a2200649 4500008004100000022001400041245015600055210006900211260001300280300001200293490000800305520259500313653002202908653002102930653002002951653001502971653004002986653002503026653001903051653003203070653001703102653002603119653001103145653001803156653003603174653002203210100002503232700002503257700002603282700002403308700002103332700001203353700001903365700001303384700001903397700002503416700002103441700001503462700002203477700002303499700001903522700002003541700001703561700001903578700002203597700002003619700001803639700001903657700001803676700002403694700002003718700002103738700001803759700001703777700002103794856003603815 2015 eng d a1938-320700aGenetic loci associated with circulating phospholipid trans fatty acids: a meta-analysis of genome-wide association studies from the CHARGE Consortium.0 aGenetic loci associated with circulating phospholipid trans fatt c2015 Feb a398-4060 v1013 aBACKGROUND: Circulating trans fatty acids (TFAs), which cannot be synthesized by humans, are linked to adverse health outcomes. Although TFAs are obtained from diet, little is known about subsequent influences (e.g., relating to incorporation, metabolism, or intercompetition with other fatty acids) that could alter circulating concentrations and possibly modulate or mediate impacts on health.
OBJECTIVE: The objective was to elucidate novel biologic pathways that may influence circulating TFAs by evaluating associations between common genetic variation and TFA biomarkers.
DESIGN: We performed meta-analyses using 7 cohorts of European-ancestry participants (n = 8013) having measured genome-wide variation in single-nucleotide polymorphisms (SNPs) and circulating TFA biomarkers (erythrocyte or plasma phospholipids), including trans-16:1n-7, total trans-18:1, trans/cis-18:2, cis/trans-18:2, and trans/trans-18:2. We further evaluated SNPs with genome-wide significant associations among African Americans (n = 1082), Chinese Americans (n = 669), and Hispanic Americans (n = 657) from 2 of these cohorts.
RESULTS: Among European-ancestry participants, 31 SNPs in or near the fatty acid desaturase (FADS) 1 and 2 cluster were associated with cis/trans-18:2; a top hit was rs174548 (β = 0.0035, P = 4.90 × 10(-15)), an SNP previously associated with circulating n-3 and n-6 polyunsaturated fatty acid concentrations. No significant association was identified for other TFAs. rs174548 in FADS1/2 was also associated with cis/trans-18:2 in Hispanic Americans (β = 0.0053, P = 1.05 × 10(-6)) and Chinese Americans (β = 0.0028, P = 0.002) but not African Americans (β = 0.0009, P = 0.34); however, in African Americans, fine mapping identified a top hit in FADS2 associated with cis/trans-18:2 (rs174579: β = 0.0118, P = 4.05 × 10(-5)). The association between rs174548 and cis/trans-18:2 remained significant after further adjustment for individual circulating n-3 and n-6 fatty acids, except arachidonic acid. After adjustment for arachidonic acid concentrations, the association between rs174548 and cis/trans-18:2 was nearly eliminated in European-ancestry participants (β-coefficient reduced by 86%), with similar reductions in Hispanic Americans and Chinese Americans.
CONCLUSIONS: Our findings provide novel evidence for genetic regulation of cis/trans-18:2 by the FADS1/2 cluster and suggest that this regulation may be influenced/mediated by concentrations of arachidonic acid, an n-6 polyunsaturated fat.
10aAfrican Americans10aArachidonic Acid10aAsian Americans10aBiomarkers10aEuropean Continental Ancestry Group10aFatty Acids, Omega-610aGene Frequency10aGenetic Association Studies10aGenetic Loci10aGenotyping Techniques10aHumans10aPhospholipids10aPolymorphism, Single Nucleotide10aTrans Fatty Acids1 aMozaffarian, Dariush1 aKabagambe, Edmond, K1 aJohnson, Catherine, O1 aLemaitre, Rozenn, N1 aManichaikul, Ani1 aSun, Qi1 aFoy, Millennia1 aWang, Lu1 aWiener, Howard1 aIrvin, Marguerite, R1 aRich, Stephen, S1 aWu, Hongyu1 aJensen, Majken, K1 aChasman, Daniel, I1 aChu, Audrey, Y1 aFornage, Myriam1 aSteffen, Lyn1 aKing, Irena, B1 aMcKnight, Barbara1 aPsaty, Bruce, M1 aDjoussé, Luc1 aChen, Ida, Y-D1 aH Y Wu, Jason1 aSiscovick, David, S1 aRidker, Paul, M1 aTsai, Michael, Y1 aRimm, Eric, B1 aHu, Frank, B1 aArnett, Donna, K uhttps://chs-nhlbi.org/node/668509013nas 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/668605220nas a2201201 4500008004100000022001400041245010300055210006900158260001600227300000800243490000700251520181700258100002002075700001802095700002302113700002602136700002302162700002002185700002002205700002202225700001902247700001702266700002302283700001602306700002202322700001702344700001802361700001802379700002802397700001902425700001902444700002002463700002202483700002202505700001702527700002302544700001302567700002302580700001902603700002302622700002202645700002102667700002102688700001802709700001602727700001402743700002402757700002902781700002102810700002502831700001802856700002002874700002002894700002102914700001902935700001902954700002202973700002102995700001403016700001603030700002003046700001903066700001903085700002003104700001903124700002503143700002203168700002403190700001903214700002303233700002403256700002403280700002103304700002503325700002503350700002503375700002003400700002603420700002203446700002203468700002303490700002803513700002603541700002103567700002203588700001703610700002303627700001803650700002203668700001903690700002003709700001603729700002903745700002103774700002103795700002103816700002603837700002403863700001903887710002703906710004903933856003603982 2016 eng d a1474-760X00aDNA methylation signatures of chronic low-grade inflammation are associated with complex diseases.0 aDNA methylation signatures of chronic lowgrade inflammation are c2016 Dec 12 a2550 v173 aBACKGROUND: Chronic low-grade inflammation reflects a subclinical immune response implicated in the pathogenesis of complex diseases. Identifying genetic loci where DNA methylation is associated with chronic low-grade inflammation may reveal novel pathways or therapeutic targets for inflammation.
RESULTS: We performed a meta-analysis of epigenome-wide association studies (EWAS) of serum C-reactive protein (CRP), which is a sensitive marker of low-grade inflammation, in a large European population (n = 8863) and trans-ethnic replication in African Americans (n = 4111). We found differential methylation at 218 CpG sites to be associated with CRP (P < 1.15 × 10(-7)) in the discovery panel of European ancestry and replicated (P < 2.29 × 10(-4)) 58 CpG sites (45 unique loci) among African Americans. To further characterize the molecular and clinical relevance of the findings, we examined the association with gene expression, genetic sequence variants, and clinical outcomes. DNA methylation at nine (16%) CpG sites was associated with whole blood gene expression in cis (P < 8.47 × 10(-5)), ten (17%) CpG sites were associated with a nearby genetic variant (P < 2.50 × 10(-3)), and 51 (88%) were also associated with at least one related cardiometabolic entity (P < 9.58 × 10(-5)). An additive weighted score of replicated CpG sites accounted for up to 6% inter-individual variation (R2) of age-adjusted and sex-adjusted CRP, independent of known CRP-related genetic variants.
CONCLUSION: We have completed an EWAS of chronic low-grade inflammation and identified many novel genetic loci underlying inflammation that may serve as targets for the development of novel therapeutic interventions for inflammation.
1 aLigthart, Symen1 aMarzi, Carola1 aAslibekyan, Stella1 aMendelson, Michael, M1 aConneely, Karen, N1 aTanaka, Toshiko1 aColicino, Elena1 aWaite, Lindsay, L1 aJoehanes, Roby1 aGuan, Weihua1 aBrody, Jennifer, A1 aElks, Cathy1 aMarioni, Riccardo1 aJhun, Min, A1 aAgha, Golareh1 aBressler, Jan1 aWard-Caviness, Cavin, K1 aChen, Brian, H1 aHuan, Tianxiao1 aBakulski, Kelly1 aSalfati, Elias, L1 aFiorito, Giovanni1 aWahl, Simone1 aSchramm, Katharina1 aSha, Jin1 aHernandez, Dena, G1 aJust, Allan, C1 aSmith, Jennifer, A1 aSotoodehnia, Nona1 aPilling, Luke, C1 aPankow, James, S1 aTsao, Phil, S1 aLiu, Chunyu1 aZhao, Wei1 aGuarrera, Simonetta1 aMichopoulos, Vasiliki, J1 aSmith, Alicia, K1 aPeters, Marjolein, J1 aMelzer, David1 aVokonas, Pantel1 aFornage, Myriam1 aProkisch, Holger1 aBis, Joshua, C1 aChu, Audrey, Y1 aHerder, Christian1 aGrallert, Harald1 aYao, Chen1 aShah, Sonia1 aMcRae, Allan, F1 aLin, Honghuang1 aHorvath, Steve1 aFallin, Daniele1 aHofman, Albert1 aWareham, Nicholas, J1 aWiggins, Kerri, L1 aFeinberg, Andrew, P1 aStarr, John, M1 aVisscher, Peter, M1 aMurabito, Joanne, M1 aKardia, Sharon, L R1 aAbsher, Devin, M1 aBinder, Elisabeth, B1 aSingleton, Andrew, B1 aBandinelli, Stefania1 aPeters, Annette1 aWaldenberger, Melanie1 aMatullo, Giuseppe1 aSchwartz, Joel, D1 aDemerath, Ellen, W1 aUitterlinden, André, G1 avan Meurs, Joyce, B J1 aFranco, Oscar, H1 aChen, Yii-Der Ida1 aLevy, Daniel1 aTurner, Stephen, T1 aDeary, Ian, J1 aRessler, Kerry, J1 aDupuis, Josée1 aFerrucci, Luigi1 aOng, Ken, K1 aAssimes, Themistocles, L1 aBoerwinkle, Eric1 aKoenig, Wolfgang1 aArnett, Donna, K1 aBaccarelli, Andrea, A1 aBenjamin, Emelia, J1 aDehghan, Abbas1 aWHI-EMPC Investigators1 aCHARGE epigenetics of Coronary Heart Disease uhttps://chs-nhlbi.org/node/734905111nas a2200877 4500008004100000022001400041245025000055210006900305260001300374300001100387490000800398520248000406653002202886653003902908653002102947653001902968653000902987653002002996653002603016653002403042653001603066653003103082653001103113653001103124653003603135653003003171653001803201100001303219700002003232700002003252700002003272700002403292700001903316700002103335700001403356700001703370700001303387700001903400700002103419700002303440700002003463700002303483700002103506700002003527700002803547700002303575700001503598700002203613700002103635700001303656700002503669700002003694700002503714700001603739700002203755700002603777700002003803700001903823700002503842700002203867700002503889700002103914700002003935700002003955700002503975700001704000700002204017700003004039700002004069700002404089700001804113700002104131700002104152700002404173856003604197 2016 eng d a1938-320700aInteraction of methylation-related genetic variants with circulating fatty acids on plasma lipids: a meta-analysis of 7 studies and methylation analysis of 3 studies in the Cohorts for Heart and Aging Research in Genomic Epidemiology consortium.0 aInteraction of methylationrelated genetic variants with circulat c2016 Feb a567-780 v1033 aBACKGROUND: DNA methylation is influenced by diet and single nucleotide polymorphisms (SNPs), and methylation modulates gene expression.
OBJECTIVE: We aimed to explore whether the gene-by-diet interactions on blood lipids act through DNA methylation.
DESIGN: We selected 7 SNPs on the basis of predicted relations in fatty acids, methylation, and lipids. We conducted a meta-analysis and a methylation and mediation analysis with the use of data from the CHARGE (Cohorts for Heart and Aging Research in Genomic Epidemiology) consortium and the ENCODE (Encyclopedia of DNA Elements) consortium.
RESULTS: On the basis of the meta-analysis of 7 cohorts in the CHARGE consortium, higher plasma HDL cholesterol was associated with fewer C alleles at ATP-binding cassette subfamily A member 1 (ABCA1) rs2246293 (β = -0.6 mg/dL, P = 0.015) and higher circulating eicosapentaenoic acid (EPA) (β = 3.87 mg/dL, P = 5.62 × 10(21)). The difference in HDL cholesterol associated with higher circulating EPA was dependent on genotypes at rs2246293, and it was greater for each additional C allele (β = 1.69 mg/dL, P = 0.006). In the GOLDN (Genetics of Lipid Lowering Drugs and Diet Network) study, higher ABCA1 promoter cg14019050 methylation was associated with more C alleles at rs2246293 (β = 8.84%, P = 3.51 × 10(18)) and lower circulating EPA (β = -1.46%, P = 0.009), and the mean difference in methylation of cg14019050 that was associated with higher EPA was smaller with each additional C allele of rs2246293 (β = -2.83%, P = 0.007). Higher ABCA1 cg14019050 methylation was correlated with lower ABCA1 expression (r = -0.61, P = 0.009) in the ENCODE consortium and lower plasma HDL cholesterol in the GOLDN study (r = -0.12, P = 0.0002). An additional mediation analysis was meta-analyzed across the GOLDN study, Cardiovascular Health Study, and the Multi-Ethnic Study of Atherosclerosis. Compared with the model without the adjustment of cg14019050 methylation, the model with such adjustment provided smaller estimates of the mean plasma HDL cholesterol concentration in association with both the rs2246293 C allele and EPA and a smaller difference by rs2246293 genotypes in the EPA-associated HDL cholesterol. However, the differences between 2 nested models were NS (P > 0.05).
CONCLUSION: We obtained little evidence that the gene-by-fatty acid interactions on blood lipids act through DNA methylation.
10aApolipoproteins E10aATP Binding Cassette Transporter 110aCholesterol, HDL10aCohort Studies10aDiet10aDNA Methylation10aEicosapentaenoic Acid10aEpigenesis, Genetic10aFatty Acids10aGene Expression Regulation10aHumans10aLipids10aPolymorphism, Single Nucleotide10aPromoter Regions, Genetic10aTriglycerides1 aMa, Yiyi1 aFollis, Jack, L1 aSmith, Caren, E1 aTanaka, Toshiko1 aManichaikul, Ani, W1 aChu, Audrey, Y1 aSamieri, Cecilia1 aZhou, Xia1 aGuan, Weihua1 aWang, Lu1 aBiggs, Mary, L1 aChen, Yii-der, I1 aHernandez, Dena, G1 aBorecki, Ingrid1 aChasman, Daniel, I1 aRich, Stephen, S1 aFerrucci, Luigi1 aIrvin, Marguerite, Ryan1 aAslibekyan, Stella1 aZhi, Degui1 aTiwari, Hemant, K1 aClaas, Steven, A1 aSha, Jin1 aKabagambe, Edmond, K1 aLai, Chao-Qiang1 aParnell, Laurence, D1 aLee, Yu-Chi1 aAmouyel, Philippe1 aLambert, Jean-Charles1 aPsaty, Bruce, M1 aKing, Irena, B1 aMozaffarian, Dariush1 aMcKnight, Barbara1 aBandinelli, Stefania1 aTsai, Michael, Y1 aRidker, Paul, M1 aDing, Jingzhong1 aMstat, Kurt, Lohmant1 aLiu, Yongmei1 aSotoodehnia, Nona1 aBarberger-Gateau, Pascale1 aSteffen, Lyn, M1 aSiscovick, David, S1 aAbsher, Devin1 aArnett, Donna, K1 aOrdovas, Jose, M1 aLemaitre, Rozenn, N uhttps://chs-nhlbi.org/node/695104937nas a2201345 4500008004100000022001400041245012400055210006900179260001300248300001200261490000700273520113500280100001601415700001901431700002301450700002301473700002301496700001901519700001801538700002401556700001801580700001801598700001701616700001901633700002001652700002201672700002301694700001901717700001901736700001801755700001901773700001601792700001401808700002601822700001501848700002601863700001601889700001301905700001301918700001901931700002201950700002001972700002101992700002002013700001402033700001902047700001802066700002402084700002202108700001902130700002402149700002002173700001202193700002702205700002202232700002002254700002402274700002802298700002402326700002102350700002402371700002102395700002202416700002802438700002102466700002702487700003002514700002002544700001502564700002402579700002002603700001702623700002302640700001902663700001902682700002202701700002202723700001802745700002202763700001902785700001902804700001402823700001802837700001402855700002102869700002302890700002802913700001702941700001902958700001902977700001702996700002003013700002103033700002403054700002503078700002303103700002303126700002103149700002603170700002203196700002003218700002003238700002003258700002003278700002903298700001703327700002303344710002603367710002303393710002603416710002503442710006603467710002203533856003603555 2016 eng d a1546-171800aMeta-analysis identifies common and rare variants influencing blood pressure and overlapping with metabolic trait loci.0 aMetaanalysis identifies common and rare variants influencing blo c2016 Oct a1162-700 v483 aMeta-analyses of association results for blood pressure using exome-centric single-variant and gene-based tests identified 31 new loci in a discovery stage among 146,562 individuals, with follow-up and meta-analysis in 180,726 additional individuals (total n = 327,288). These blood pressure-associated loci are enriched for known variants for cardiometabolic traits. Associations were also observed for the aggregation of rare and low-frequency missense variants in three genes, NPR1, DBH, and PTPMT1. In addition, blood pressure associations at 39 previously reported loci were confirmed. The identified variants implicate biological pathways related to cardiometabolic traits, vascular function, and development. Several new variants are inferred to have roles in transcription or as hubs in protein-protein interaction networks. Genetic risk scores constructed from the identified variants were strongly associated with coronary disease and myocardial infarction. This large collection of blood pressure-associated loci suggests new therapeutic strategies for hypertension, emphasizing a link with cardiometabolic risk.
1 aLiu, Chunyu1 aKraja, Aldi, T1 aSmith, Jennifer, A1 aBrody, Jennifer, A1 aFranceschini, Nora1 aBis, Joshua, C1 aRice, Kenneth1 aMorrison, Alanna, C1 aLu, Yingchang1 aWeiss, Stefan1 aGuo, Xiuqing1 aPalmas, Walter1 aMartin, Lisa, W1 aChen, Yii-Der Ida1 aSurendran, Praveen1 aDrenos, Fotios1 aCook, James, P1 aAuer, Paul, L1 aChu, Audrey, Y1 aGiri, Ayush1 aZhao, Wei1 aJakobsdottir, Johanna1 aLin, Li-An1 aStafford, Jeanette, M1 aAmin, Najaf1 aMei, Hao1 aYao, Jie1 aVoorman, Arend1 aLarson, Martin, G1 aGrove, Megan, L1 aSmith, Albert, V1 aHwang, Shih-Jen1 aChen, Han1 aHuan, Tianxiao1 aKosova, Gulum1 aStitziel, Nathan, O1 aKathiresan, Sekar1 aSamani, Nilesh1 aSchunkert, Heribert1 aDeloukas, Panos1 aLi, Man1 aFuchsberger, Christian1 aPattaro, Cristian1 aGorski, Mathias1 aKooperberg, Charles1 aPapanicolaou, George, J1 aRossouw, Jacques, E1 aFaul, Jessica, D1 aKardia, Sharon, L R1 aBouchard, Claude1 aRaffel, Leslie, J1 aUitterlinden, André, G1 aFranco, Oscar, H1 aVasan, Ramachandran, S1 aO'Donnell, Christopher, J1 aTaylor, Kent, D1 aLiu, Kiang1 aBottinger, Erwin, P1 aGottesman, Omri1 aDaw, Warwick1 aGiulianini, Franco1 aGanesh, Santhi1 aSalfati, Elias1 aHarris, Tamara, B1 aLauner, Lenore, J1 aDörr, Marcus1 aFelix, Stephan, B1 aRettig, Rainer1 aVölzke, Henry1 aKim, Eric1 aLee, Wen-Jane1 aLee, I-Te1 aSheu, Wayne, H-H1 aTsosie, Krystal, S1 aEdwards, Digna, R Velez1 aLiu, Yongmei1 aCorrea, Adolfo1 aWeir, David, R1 aVölker, Uwe1 aRidker, Paul, M1 aBoerwinkle, Eric1 aGudnason, Vilmundur1 aReiner, Alexander, P1 aDuijn, Cornelia, M1 aBorecki, Ingrid, B1 aEdwards, Todd, L1 aChakravarti, Aravinda1 aRotter, Jerome, I1 aPsaty, Bruce, M1 aLoos, Ruth, J F1 aFornage, Myriam1 aEhret, Georg, B1 aNewton-Cheh, Christopher1 aLevy, Daniel1 aChasman, Daniel, I1 aCHD Exome+ Consortium1 aExomeBP Consortium1 aGoT2DGenes Consortium1 aT2D-GENES Consortium1 aMyocardial Infarction Genetics and CARDIoGRAM Exome Consortia1 aCKDGen Consortium uhttps://chs-nhlbi.org/node/726410963nas 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/725509668nas 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/757305076nas a2201081 4500008004100000022001400041245010500055210006900160260000900229300001300238490000700251520207300258653001002331653000902341653001902350653002602369653002602395653001102421653004002432653001102472653003402483653001102517653000902528653001602537653001202553653001802565100002502583700002202608700002402630700001902654700002702673700002102700700002302721700001802744700001602762700002302778700002502801700002602826700002102852700002202873700001902895700002002914700002902934700001102963700001702974700001802991700002203009700001903031700001903050700002003069700001603089700002003105700002103125700002103146700002003167700001603187700002103203700002403224700001903248700001703267700001903284700002003303700002003323700002103343700002103364700003203385700001903417700002803436700002403464700002003488700001903508700002103527700002203548700002003570700001903590700002103609700002003630700001603650700002103666700002303687700002503710700002303735700002803758700002503786700002103811700002103832700002003853700002203873700002303895700002003918700002003938856003603958 2017 eng d a1932-620300aGenome-wide association meta-analysis of fish and EPA+DHA consumption in 17 US and European cohorts.0 aGenomewide association metaanalysis of fish and EPADHA consumpti c2017 ae01864560 v123 aBACKGROUND: Regular fish and omega-3 consumption may have several health benefits and are recommended by major dietary guidelines. Yet, their intakes remain remarkably variable both within and across populations, which could partly owe to genetic influences.
OBJECTIVE: To identify common genetic variants that influence fish and dietary eicosapentaenoic acid plus docosahexaenoic acid (EPA+DHA) consumption.
DESIGN: We conducted genome-wide association (GWA) meta-analysis of fish (n = 86,467) and EPA+DHA (n = 62,265) consumption in 17 cohorts of European descent from the CHARGE (Cohorts for Heart and Aging Research in Genomic Epidemiology) Consortium Nutrition Working Group. Results from cohort-specific GWA analyses (additive model) for fish and EPA+DHA consumption were adjusted for age, sex, energy intake, and population stratification, and meta-analyzed separately using fixed-effect meta-analysis with inverse variance weights (METAL software). Additionally, heritability was estimated in 2 cohorts.
RESULTS: Heritability estimates for fish and EPA+DHA consumption ranged from 0.13-0.24 and 0.12-0.22, respectively. A significant GWA for fish intake was observed for rs9502823 on chromosome 6: each copy of the minor allele (FreqA = 0.015) was associated with 0.029 servings/day (~1 serving/month) lower fish consumption (P = 1.96x10-8). No significant association was observed for EPA+DHA, although rs7206790 in the obesity-associated FTO gene was among top hits (P = 8.18x10-7). Post-hoc calculations demonstrated 95% statistical power to detect a genetic variant associated with effect size of 0.05% for fish and 0.08% for EPA+DHA.
CONCLUSIONS: These novel findings suggest that non-genetic personal and environmental factors are principal determinants of the remarkable variation in fish consumption, representing modifiable targets for increasing intakes among all individuals. Genes underlying the signal at rs72838923 and mechanisms for the association warrant further investigation.
10aAdult10aAged10aCohort Studies10aDocosahexaenoic Acids10aEicosapentaenoic Acid10aEurope10aEuropean Continental Ancestry Group10aFemale10aGenome-Wide Association Study10aHumans10aMale10aMiddle Aged10aSeafood10aUnited States1 aMozaffarian, Dariush1 aDashti, Hassan, S1 aWojczynski, Mary, K1 aChu, Audrey, Y1 aNettleton, Jennifer, A1 aMännistö, Satu1 aKristiansson, Kati1 aReedik, Mägi1 aLahti, Jari1 aHouston, Denise, K1 aCornelis, Marilyn, C1 avan Rooij, Frank, J A1 aDimitriou, Maria1 aKanoni, Stavroula1 aMikkilä, Vera1 aSteffen, Lyn, M1 aOtto, Marcia, C de Olive1 aQi, Lu1 aPsaty, Bruce1 aDjoussé, Luc1 aRotter, Jerome, I1 aHarald, Kennet1 aPerola, Markus1 aRissanen, Harri1 aJula, Antti1 aKrista, Fischer1 aMihailov, Evelin1 aFeitosa, Mary, F1 aNgwa, Julius, S1 aXue, Luting1 aJacques, Paul, F1 aPerälä, Mia-Maria1 aPalotie, Aarno1 aLiu, Yongmei1 aNalls, Nike, A1 aFerrucci, Luigi1 aHernandez, Dena1 aManichaikul, Ani1 aTsai, Michael, Y1 ade Jong, Jessica, C Kiefte-1 aHofman, Albert1 aUitterlinden, André, G1 aRallidis, Loukianos1 aRidker, Paul, M1 aRose, Lynda, M1 aBuring, Julie, E1 aLehtimäki, Terho1 aKähönen, Mika1 aViikari, Jorma1 aLemaitre, Rozenn1 aSalomaa, Veikko1 aKnekt, Paul1 aMetspalu, Andres1 aBorecki, Ingrid, B1 aCupples, Adrienne, L1 aEriksson, Johan, G1 aKritchevsky, Stephen, B1 aBandinelli, Stefania1 aSiscovick, David1 aFranco, Oscar, H1 aDeloukas, Panos1 aDedoussis, George1 aChasman, Daniel, I1 aRaitakari, Olli1 aTanaka, Toshiko uhttps://chs-nhlbi.org/node/757804812nas a2201345 4500008004100000022001400041245014400055210006900199260001600268300001000284490000800294520106400302100002601366700001801392700002101410700001301431700002001444700002001464700002301484700002001507700002001527700001801547700002001565700001701585700002301602700001901625700002301644700001801667700002001685700002101705700002301726700001901749700001901768700002301787700001901810700001801829700001801847700002401865700001801889700002201907700002001929700002101949700002101970700002001991700002202011700002102033700002002054700001402074700002002088700001602108700001902124700002002143700002802163700002102191700001702212700002002229700001402249700002102263700002202284700002302306700001502329700001502344700001802359700002202377700002302399700002202422700001902444700002102463700001202484700002402496700002202520700001702542700002002559700002202579700002202601700002002623700001402643700002202657700002102679700002002700700002002720700002302740700002002763700002202783700002202805700001502827700002302842700002302865700002402888700002202912700001702934700001802951700001802969700001802987700002103005700002103026700001603047700002003063700002103083700002103104700002903125700002103154700002403175700003003199700001903229700002503248700002203273700002203295700002003317700002503337700002003362700002203382710002603404856003603430 2017 eng d a1537-660500aGenome-wide Trans-ethnic Meta-analysis Identifies Seven Genetic Loci Influencing Erythrocyte Traits and a Role for RBPMS in Erythropoiesis.0 aGenomewide Transethnic Metaanalysis Identifies Seven Genetic Loc c2017 Jan 05 a51-630 v1003 aGenome-wide association studies (GWASs) have identified loci for erythrocyte traits in primarily European ancestry populations. We conducted GWAS meta-analyses of six erythrocyte traits in 71,638 individuals from European, East Asian, and African ancestries using a Bayesian approach to account for heterogeneity in allelic effects and variation in the structure of linkage disequilibrium between ethnicities. We identified seven loci for erythrocyte traits including a locus (RBPMS/GTF2E2) associated with mean corpuscular hemoglobin and mean corpuscular volume. Statistical fine-mapping at this locus pointed to RBPMS at this locus and excluded nearby GTF2E2. Using zebrafish morpholino to evaluate loss of function, we observed a strong in vivo erythropoietic effect for RBPMS but not for GTF2E2, supporting the statistical fine-mapping at this locus and demonstrating that RBPMS is a regulator of erythropoiesis. Our findings show the utility of trans-ethnic GWASs for discovery and characterization of genetic loci influencing hematologic traits.
1 avan Rooij, Frank, J A1 aQayyum, Rehan1 aSmith, Albert, V1 aZhou, Yi1 aTrompet, Stella1 aTanaka, Toshiko1 aKeller, Margaux, F1 aChang, Li-Ching1 aSchmidt, Helena1 aYang, Min-Lee1 aChen, Ming-Huei1 aHayes, James1 aJohnson, Andrew, D1 aYanek, Lisa, R1 aMueller, Christian1 aLange, Leslie1 aFloyd, James, S1 aGhanbari, Mohsen1 aZonderman, Alan, B1 aJukema, Wouter1 aHofman, Albert1 aDuijn, Cornelia, M1 aDesch, Karl, C1 aSaba, Yasaman1 aOzel, Ayse, B1 aSnively, Beverly, M1 aWu, Jer-Yuarn1 aSchmidt, Reinhold1 aFornage, Myriam1 aKlein, Robert, J1 aFox, Caroline, S1 aMatsuda, Koichi1 aKamatani, Naoyuki1 aWild, Philipp, S1 aStott, David, J1 aFord, Ian1 aSlagboom, Eline1 aYang, Jaden1 aChu, Audrey, Y1 aLambert, Amy, J1 aUitterlinden, André, G1 aFranco, Oscar, H1 aHofer, Edith1 aGinsburg, David1 aHu, Bella1 aKeating, Brendan1 aSchick, Ursula, M1 aBrody, Jennifer, A1 aLi, Jun, Z1 aChen, Zhao1 aZeller, Tanja1 aGuralnik, Jack, M1 aChasman, Daniel, I1 aPeters, Luanne, L1 aKubo, Michiaki1 aBecker, Diane, M1 aLi, Jin1 aEiriksdottir, Gudny1 aRotter, Jerome, I1 aLevy, Daniel1 aGrossmann, Vera1 aPatel, Kushang, V1 aChen, Chien-Hsiun1 aRidker, Paul, M1 aTang, Hua1 aLauner, Lenore, J1 aRice, Kenneth, M1 aLi-Gao, Ruifang1 aFerrucci, Luigi1 aEvans, Michelle, K1 aChoudhuri, Avik1 aTrompouki, Eirini1 aAbraham, Brian, J1 aYang, Song1 aTakahashi, Atsushi1 aKamatani, Yoichiro1 aKooperberg, Charles1 aHarris, Tamara, B1 aJee, Sun, Ha1 aCoresh, Josef1 aTsai, Fuu-Jen1 aLongo, Dan, L1 aChen, Yuan-Tsong1 aFelix, Janine, F1 aYang, Qiong1 aPsaty, Bruce, M1 aBoerwinkle, Eric1 aBecker, Lewis, C1 aMook-Kanamori, Dennis, O1 aWilson, James, G1 aGudnason, Vilmundur1 aO'Donnell, Christopher, J1 aDehghan, Abbas1 aCupples, Adrienne, L1 aNalls, Michael, A1 aMorris, Andrew, P1 aOkada, Yukinori1 aReiner, Alexander, P1 aZon, Leonard, I1 aGanesh, Santhi, K1 aBioBank Japan Project uhttps://chs-nhlbi.org/node/736411080nas a2202833 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2017 eng d a1549-167600aImpact of common genetic determinants of Hemoglobin A1c on type 2 diabetes risk and diagnosis in ancestrally diverse populations: A transethnic genome-wide meta-analysis.0 aImpact of common genetic determinants of Hemoglobin A1c on type c2017 Sep ae10023830 v143 aBACKGROUND: Glycated hemoglobin (HbA1c) is used to diagnose type 2 diabetes (T2D) and assess glycemic control in patients with diabetes. Previous genome-wide association studies (GWAS) have identified 18 HbA1c-associated genetic variants. These variants proved to be classifiable by their likely biological action as erythrocytic (also associated with erythrocyte traits) or glycemic (associated with other glucose-related traits). In this study, we tested the hypotheses that, in a very large scale GWAS, we would identify more genetic variants associated with HbA1c and that HbA1c variants implicated in erythrocytic biology would affect the diagnostic accuracy of HbA1c. We therefore expanded the number of HbA1c-associated loci and tested the effect of genetic risk-scores comprised of erythrocytic or glycemic variants on incident diabetes prediction and on prevalent diabetes screening performance. Throughout this multiancestry study, we kept a focus on interancestry differences in HbA1c genetics performance that might influence race-ancestry differences in health outcomes.
METHODS & FINDINGS: Using genome-wide association meta-analyses in up to 159,940 individuals from 82 cohorts of European, African, East Asian, and South Asian ancestry, we identified 60 common genetic variants associated with HbA1c. We classified variants as implicated in glycemic, erythrocytic, or unclassified biology and tested whether additive genetic scores of erythrocytic variants (GS-E) or glycemic variants (GS-G) were associated with higher T2D incidence in multiethnic longitudinal cohorts (N = 33,241). Nineteen glycemic and 22 erythrocytic variants were associated with HbA1c at genome-wide significance. GS-G was associated with higher T2D risk (incidence OR = 1.05, 95% CI 1.04-1.06, per HbA1c-raising allele, p = 3 × 10-29); whereas GS-E was not (OR = 1.00, 95% CI 0.99-1.01, p = 0.60). In Europeans and Asians, erythrocytic variants in aggregate had only modest effects on the diagnostic accuracy of HbA1c. Yet, in African Americans, the X-linked G6PD G202A variant (T-allele frequency 11%) was associated with an absolute decrease in HbA1c of 0.81%-units (95% CI 0.66-0.96) per allele in hemizygous men, and 0.68%-units (95% CI 0.38-0.97) in homozygous women. The G6PD variant may cause approximately 2% (N = 0.65 million, 95% CI 0.55-0.74) of African American adults with T2D to remain undiagnosed when screened with HbA1c. Limitations include the smaller sample sizes for non-European ancestries and the inability to classify approximately one-third of the variants. Further studies in large multiethnic cohorts with HbA1c, glycemic, and erythrocytic traits are required to better determine the biological action of the unclassified variants.
CONCLUSIONS: As G6PD deficiency can be clinically silent until illness strikes, we recommend investigation of the possible benefits of screening for the G6PD genotype along with using HbA1c to diagnose T2D in populations of African ancestry or groups where G6PD deficiency is common. Screening with direct glucose measurements, or genetically-informed HbA1c diagnostic thresholds in people with G6PD deficiency, may be required to avoid missed or delayed diagnoses.
10aDiabetes Mellitus, Type 210aGenetic Variation10aGenome-Wide Association Study10aGlycated Hemoglobin A10aHumans10aPhenotype10aRisk1 aWheeler, Eleanor1 aLeong, Aaron1 aLiu, Ching-Ti1 aHivert, Marie-France1 aStrawbridge, Rona, J1 aPodmore, Clara1 aLi, Man1 aYao, Jie1 aSim, Xueling1 aHong, Jaeyoung1 aChu, Audrey, Y1 aZhang, Weihua1 aWang, Xu1 aChen, Peng1 aMaruthur, Nisa, M1 aPorneala, Bianca, C1 aSharp, Stephen, J1 aJia, Yucheng1 aKabagambe, Edmond, K1 aChang, Li-Ching1 aChen, Wei-Min1 aElks, Cathy, E1 aEvans, Daniel, S1 aFan, Qiao1 aGiulianini, Franco1 aGo, Min Jin1 aHottenga, Jouke-Jan1 aHu, Yao1 aJackson, Anne, U1 aKanoni, Stavroula1 aKim, Young, Jin1 aKleber, Marcus, E1 aLadenvall, Claes1 aLecoeur, Cécile1 aLim, Sing-Hui1 aLu, Yingchang1 aMahajan, Anubha1 aMarzi, Carola1 aNalls, Mike, A1 aNavarro, Pau1 aNolte, Ilja, M1 aRose, Lynda, M1 aRybin, Denis, V1 aSanna, Serena1 aShi, Yuan1 aStram, Daniel, O1 aTakeuchi, Fumihiko1 aTan, Shu, Pei1 avan der Most, Peter, J1 avan Vliet-Ostaptchouk, Jana, V1 aWong, Andrew1 aYengo, Loic1 aZhao, Wanting1 aGoel, Anuj1 aLarrad, Maria, Teresa Mar1 aRadke, Dörte1 aSalo, Perttu1 aTanaka, Toshiko1 avan Iperen, Erik, P A1 aAbecasis, Goncalo1 aAfaq, Saima1 aAlizadeh, Behrooz, Z1 aBertoni, Alain, G1 aBonnefond, Amélie1 aBöttcher, Yvonne1 aBottinger, Erwin, P1 aCampbell, Harry1 aCarlson, Olga, D1 aChen, Chien-Hsiun1 aCho, Yoon Shin1 aGarvey, Timothy1 aGieger, Christian1 aGoodarzi, Mark, O1 aGrallert, Harald1 aHamsten, Anders1 aHartman, Catharina, A1 aHerder, Christian1 aHsiung, Chao, Agnes1 aHuang, Jie1 aIgase, Michiya1 aIsono, Masato1 aKatsuya, Tomohiro1 aKhor, Chiea-Chuen1 aKiess, Wieland1 aKohara, Katsuhiko1 aKovacs, Peter1 aLee, Juyoung1 aLee, Wen-Jane1 aLehne, Benjamin1 aLi, Huaixing1 aLiu, Jianjun1 aLobbens, Stephane1 aLuan, Jian'an1 aLyssenko, Valeriya1 aMeitinger, Thomas1 aMiki, Tetsuro1 aMiljkovic, Iva1 aMoon, Sanghoon1 aMulas, Antonella1 aMüller, Gabriele1 aMüller-Nurasyid, Martina1 aNagaraja, Ramaiah1 aNauck, Matthias1 aPankow, James, S1 aPolasek, Ozren1 aProkopenko, Inga1 aRamos, Paula, S1 aRasmussen-Torvik, Laura1 aRathmann, Wolfgang1 aRich, Stephen, S1 aRobertson, Neil, R1 aRoden, Michael1 aRoussel, Ronan1 aRudan, Igor1 aScott, Robert, A1 aScott, William, R1 aSennblad, Bengt1 aSiscovick, David, S1 aStrauch, Konstantin1 aSun, Liang1 aSwertz, Morris1 aTajuddin, Salman, M1 aTaylor, Kent, D1 aTeo, Yik-Ying1 aTham, Yih, Chung1 aTönjes, Anke1 aWareham, Nicholas, J1 aWillemsen, Gonneke1 aWilsgaard, Tom1 aHingorani, Aroon, D1 aEgan, Josephine1 aFerrucci, Luigi1 aHovingh, Kees1 aJula, Antti1 aKivimaki, Mika1 aKumari, Meena1 aNjølstad, Inger1 aPalmer, Colin, N A1 aRíos, Manuel, Serrano1 aStumvoll, Michael1 aWatkins, Hugh1 aAung, Tin1 aBlüher, Matthias1 aBoehnke, Michael1 aBoomsma, Dorret, I1 aBornstein, Stefan, R1 aChambers, John, C1 aChasman, Daniel, I1 aChen, Yii-Der Ida1 aChen, Yduan-Tsong1 aCheng, Ching-Yu1 aCucca, Francesco1 aGeus, Eco, J C1 aDeloukas, Panos1 aEvans, Michele, K1 aFornage, Myriam1 aFriedlander, Yechiel1 aFroguel, Philippe1 aGroop, Leif1 aGross, Myron, D1 aHarris, Tamara, B1 aHayward, Caroline1 aHeng, Chew-Kiat1 aIngelsson, Erik1 aKato, Norihiro1 aKim, Bong-Jo1 aKoh, Woon-Puay1 aKooner, Jaspal, S1 aKörner, Antje1 aKuh, Diana1 aKuusisto, Johanna1 aLaakso, Markku1 aLin, Xu1 aLiu, Yongmei1 aLoos, Ruth, J F1 aMagnusson, Patrik, K E1 aMärz, Winfried1 aMcCarthy, Mark, I1 aOldehinkel, Albertine, J1 aOng, Ken, K1 aPedersen, Nancy, L1 aPereira, Mark, A1 aPeters, Annette1 aRidker, Paul, M1 aSabanayagam, Charumathi1 aSale, Michele1 aSaleheen, Danish1 aSaltevo, Juha1 aSchwarz, Peter, Eh1 aSheu, Wayne, H H1 aSnieder, Harold1 aSpector, Timothy, D1 aTabara, Yasuharu1 aTuomilehto, Jaakko1 avan Dam, Rob, M1 aWilson, James, G1 aWilson, James, F1 aWolffenbuttel, Bruce, H R1 aWong, Tien, Yin1 aWu, Jer-Yuarn1 aYuan, Jian-Min1 aZonderman, Alan, B1 aSoranzo, Nicole1 aGuo, Xiuqing1 aRoberts, David, J1 aFlorez, Jose, C1 aSladek, Robert1 aDupuis, Josée1 aMorris, Andrew, P1 aTai, E-Shyong1 aSelvin, Elizabeth1 aRotter, Jerome, I1 aLangenberg, Claudia1 aBarroso, Inês1 aMeigs, James, B1 aEPIC-CVD Consortium1 aEPIC-InterAct Consortium1 aLifeLines Cohort Study uhttps://chs-nhlbi.org/node/759603116nas a2200673 4500008004100000022001400041245012500055210006900180260001500249300000900264490000600273520115900279653001001438653003801448653004501486653001101531653002601542653002701568653003101595653003801626653003301664653001401697100001801711700001301729700002301742700001901765700001901784700002501803700001601828700002001844700003001864700001901894700001301913700001901926700002101945700002001966700001701986700001302003700001902016700002102035700002402056700001902080700001302099700002802112700001902140700001602159700002202175700002102197700001902218700002202237700002302259700002102282700002002303700002102323700002102344700002202365700001902387856003602406 2018 eng d a2041-172300aLarge-scale whole-exome sequencing association studies identify rare functional variants influencing serum urate levels.0 aLargescale wholeexome sequencing association studies identify ra c2018 10 12 a42280 v93 aElevated serum urate levels can cause gout, an excruciating disease with suboptimal treatment. Previous GWAS identified common variants with modest effects on serum urate. Here we report large-scale whole-exome sequencing association studies of serum urate and kidney function among ≤19,517 European ancestry and African-American individuals. We identify aggregate associations of low-frequency damaging variants in the urate transporters SLC22A12 (URAT1; p = 1.3 × 10) and SLC2A9 (p = 4.5 × 10). Gout risk in rare SLC22A12 variant carriers is halved (OR = 0.5, p = 4.9 × 10). Selected rare variants in SLC22A12 are validated in transport studies, confirming three as loss-of-function (R325W, R405C, and T467M) and illustrating the therapeutic potential of the new URAT1-blocker lesinurad. In SLC2A9, mapping of rare variants of large effects onto the predicted protein structure reveals new residues that may affect urate binding. These findings provide new insights into the genetic architecture of serum urate, and highlight molecular targets in SLC22A12 and SLC2A9 for lowering serum urate and preventing gout.
10aExome10aGenetic Predisposition to Disease10aGlucose Transport Proteins, Facilitative10aHumans10aKidney Function Tests10aMeta-Analysis as Topic10aOrganic Anion Transporters10aOrganic Cation Transport Proteins10aProtein Structure, Secondary10aUric Acid1 aTin, Adrienne1 aLi, Yong1 aBrody, Jennifer, A1 aNutile, Teresa1 aChu, Audrey, Y1 aHuffman, Jennifer, E1 aYang, Qiong1 aChen, Ming-Huei1 aRobinson-Cohen, Cassianne1 aMace, Aurelien1 aLiu, Jun1 aDemirkan, Ayse1 aSorice, Rossella1 aSedaghat, Sanaz1 aSwen, Melody1 aYu, Bing1 aGhasemi, Sahar1 aTeumer, Alexanda1 aVollenweider, Peter1 aCiullo, Marina1 aLi, Meng1 aUitterlinden, André, G1 aKraaij, Robert1 aAmin, Najaf1 avan Rooij, Jeroen1 aKutalik, Zoltán1 aDehghan, Abbas1 aMcKnight, Barbara1 aDuijn, Cornelia, M1 aMorrison, Alanna1 aPsaty, Bruce, M1 aBoerwinkle, Eric1 aFox, Caroline, S1 aWoodward, Owen, M1 aKöttgen, Anna uhttps://chs-nhlbi.org/node/792809584nas a2203049 4500008004100000022001400041245011700055210006900172260001300241300001200254490000700266520112500273100002001398700002101418700002101439700001401460700002301474700001901497700001301516700002401529700001901553700002001572700001701592700001801609700001201627700002301639700001201662700001801674700002001692700001801712700001901730700002301749700002001772700001801792700003601810700002001846700002001866700002001886700002301906700003001929700002101959700002001980700002002000700002102020700001202041700002602053700001302079700002002092700002302112700002202135700001902157700002702176700003202203700002102235700002102256700002002277700002402297700002102321700002502342700002102367700002002388700002002408700002402428700002102452700001602473700001802489700001902507700001902526700001602545700001702561700002202578700002302600700002302623700002102646700002302667700001902690700002202709700002202731700001902753700002402772700002402796700002102820700002002841700002202861700002602883700002002909700002502929700002202954700001402976700001502990700002603005700002503031700001503056700002003071700002503091700002303116700002903139700001703168700001903185700002503204700001803229700002203247700002403269700001803293700002103311700001803332700002003350700001703370700001903387700002103406700001803427700001303445700001503458700001803473700002203491700002703513700002103540700001803561700002103579700001903600700002403619700002303643700001803666700002103684700001503705700002103720700002603741700002203767700002103789700002503810700002303835700002003858700002403878700002103902700002503923700001803948700001803966700001803984700002104002700002004023700001904043700001304062700001604075700001704091700002204108700001904130700002104149700002404170700001904194700002404213700002204237700001904259700002004278700002304298700002004321700002004341700002304361700002404384700002204408700002304430700002404453700002204477700002204499700001504521700002204536700002404558700002204582700002504604700002104629700002204650700001904672700002104691700001804712700002204730700002204752700002304774700002504797700002304822700001904845700002004864700002504884700001804909700002004927700002604947700002404973700002504997700002005022700002105042700001605063700002005079700002405099700002805123700001705151700002305168700002205191700002505213700002905238700002305267700001705290700002005307700001905327700002105346700002005367700002205387700002105409700001605430700001805446700001905464700002605483700002205509700002005531700002405551700001905575700002605594700001905620700002005639700001905659700001205678700001505690700001705705700002005722700002305742700002105765700002605786700002805812700002305840700002105863700001905884700002005903700002105923700001905944700002505963700002005988700002406008700002106032700002206053700002806075700002206103700002306125700002506148700002106173700002406194700002106218700001906239700002506258700002206283700002006305700002106325700002106346700002206367700002206389700002206411710002306433710002106456710002106477856003606498 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 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2019 eng d a1546-171800aA catalog of genetic loci associated with kidney function from analyses of a million individuals.0 acatalog of genetic loci associated with kidney function from ana c2019 06 a957-9720 v513 aChronic kidney disease (CKD) is responsible for a public health burden with multi-systemic complications. Through trans-ancestry meta-analysis of genome-wide association studies of estimated glomerular filtration rate (eGFR) and independent replication (n = 1,046,070), we identified 264 associated loci (166 new). Of these, 147 were likely to be relevant for kidney function on the basis of associations with the alternative kidney function marker blood urea nitrogen (n = 416,178). Pathway and enrichment analyses, including mouse models with renal phenotypes, support the kidney as the main target organ. A genetic risk score for lower eGFR was associated with clinically diagnosed CKD in 452,264 independent individuals. Colocalization analyses of associations with eGFR among 783,978 European-ancestry individuals and gene expression across 46 human tissues, including tubulo-interstitial and glomerular kidney compartments, identified 17 genes differentially expressed in kidney. Fine-mapping highlighted missense driver variants in 11 genes and kidney-specific regulatory variants. These results provide a comprehensive priority list of molecular targets for translational research.
10aChromosome Mapping10aEuropean Continental Ancestry Group10aGenetic Association Studies10aGenetic Predisposition to Disease10aGenome-Wide Association Study10aGlomerular Filtration Rate10aHumans10aInheritance Patterns10aKidney Function Tests10aPhenotype10aPolymorphism, Single Nucleotide10aQuantitative Trait Loci10aQuantitative Trait, Heritable10aRenal Insufficiency, Chronic10aUromodulin1 aWuttke, Matthias1 aLi, Yong1 aLi, Man1 aSieber, Karsten, B1 aFeitosa, Mary, F1 aGorski, Mathias1 aTin, Adrienne1 aWang, Lihua1 aChu, Audrey, Y1 aHoppmann, Anselm1 aKirsten, Holger1 aGiri, Ayush1 aChai, Jin-Fang1 aSveinbjornsson, Gardar1 aTayo, Bamidele, O1 aNutile, Teresa1 aFuchsberger, Christian1 aMarten, Jonathan1 aCocca, Massimiliano1 aGhasemi, Sahar1 aXu, Yizhe1 aHorn, Katrin1 aNoce, Damia1 avan der Most, Peter, J1 aSedaghat, Sanaz1 aYu, Zhi1 aAkiyama, Masato1 aAfaq, Saima1 aAhluwalia, Tarunveer, S1 aAlmgren, Peter1 aAmin, Najaf1 aArnlöv, Johan1 aBakker, Stephan, J L1 aBansal, Nisha1 aBaptista, Daniela1 aBergmann, Sven1 aBiggs, Mary, L1 aBiino, Ginevra1 aBoehnke, Michael1 aBoerwinkle, Eric1 aBoissel, Mathilde1 aBottinger, Erwin, P1 aBoutin, Thibaud, S1 aBrenner, Hermann1 aBrumat, Marco1 aBurkhardt, Ralph1 aButterworth, Adam, S1 aCampana, Eric1 aCampbell, Archie1 aCampbell, Harry1 aCanouil, Mickaël1 aCarroll, Robert, J1 aCatamo, Eulalia1 aChambers, John, C1 aChee, Miao-Ling1 aChee, Miao-Li1 aChen, Xu1 aCheng, Ching-Yu1 aCheng, Yurong1 aChristensen, Kaare1 aCifkova, Renata1 aCiullo, Marina1 aConcas, Maria, Pina1 aCook, James, P1 aCoresh, Josef1 aCorre, Tanguy1 aSala, Cinzia, Felicita1 aCusi, Daniele1 aDanesh, John1 aDaw, Warwick1 ade Borst, Martin, H1 aDe Grandi, Alessandro1 ade Mutsert, Renée1 ade Vries, Aiko, P J1 aDegenhardt, Frauke1 aDelgado, Graciela1 aDemirkan, Ayse1 aDi Angelantonio, Emanuele1 aDittrich, Katalin1 aDivers, Jasmin1 aDorajoo, Rajkumar1 aEckardt, Kai-Uwe1 aEhret, Georg1 aElliott, Paul1 aEndlich, Karlhans1 aEvans, Michele, K1 aFelix, Janine, F1 aFoo, Valencia, Hui Xian1 aFranco, Oscar, H1 aFranke, Andre1 aFreedman, Barry, I1 aFreitag-Wolf, Sandra1 aFriedlander, Yechiel1 aFroguel, Philippe1 aGansevoort, Ron, T1 aGao, He1 aGasparini, Paolo1 aGaziano, Michael1 aGiedraitis, Vilmantas1 aGieger, Christian1 aGirotto, Giorgia1 aGiulianini, Franco1 aGögele, Martin1 aGordon, Scott, D1 aGudbjartsson, Daniel, F1 aGudnason, Vilmundur1 aHaller, Toomas1 aHamet, Pavel1 aHarris, Tamara, B1 aHartman, Catharina, A1 aHayward, Caroline1 aHellwege, Jacklyn, N1 aHeng, Chew-Kiat1 aHicks, Andrew, A1 aHofer, Edith1 aHuang, Wei1 aHutri-Kähönen, Nina1 aHwang, Shih-Jen1 aIkram, Arfan, M1 aIndridason, Olafur, S1 aIngelsson, Erik1 aIsing, Marcus1 aJaddoe, Vincent, W V1 aJakobsdottir, Johanna1 aJonas, Jost, B1 aJoshi, Peter, K1 aJosyula, Navya, Shilpa1 aJung, Bettina1 aKähönen, Mika1 aKamatani, Yoichiro1 aKammerer, Candace, M1 aKanai, Masahiro1 aKastarinen, Mika1 aKerr, Shona, M1 aKhor, Chiea-Chuen1 aKiess, Wieland1 aKleber, Marcus, E1 aKoenig, Wolfgang1 aKooner, Jaspal, S1 aKörner, Antje1 aKovacs, Peter1 aKraja, Aldi, T1 aKrajcoviechova, Alena1 aKramer, Holly1 aKrämer, Bernhard, K1 aKronenberg, Florian1 aKubo, Michiaki1 aKuhnel, Brigitte1 aKuokkanen, Mikko1 aKuusisto, Johanna1 aLa Bianca, Martina1 aLaakso, Markku1 aLange, Leslie, A1 aLangefeld, Carl, D1 aLee, Jeannette, Jen-Mai1 aLehne, Benjamin1 aLehtimäki, Terho1 aLieb, Wolfgang1 aLim, Su-Chi1 aLind, Lars1 aLindgren, Cecilia, M1 aLiu, Jun1 aLiu, Jianjun1 aLoeffler, Markus1 aLoos, Ruth, J F1 aLucae, Susanne1 aLukas, Mary, Ann1 aLyytikäinen, Leo-Pekka1 aMägi, Reedik1 aMagnusson, Patrik, K E1 aMahajan, Anubha1 aMartin, Nicholas, G1 aMartins, Jade1 aMärz, Winfried1 aMascalzoni, Deborah1 aMatsuda, Koichi1 aMeisinger, Christa1 aMeitinger, Thomas1 aMelander, Olle1 aMetspalu, Andres1 aMikaelsdottir, Evgenia, K1 aMilaneschi, Yuri1 aMiliku, Kozeta1 aMishra, Pashupati, P1 aMohlke, Karen, L1 aMononen, Nina1 aMontgomery, Grant, W1 aMook-Kanamori, Dennis, O1 aMychaleckyj, Josyf, C1 aNadkarni, Girish, N1 aNalls, Mike, A1 aNauck, Matthias1 aNikus, Kjell1 aNing, Boting1 aNolte, Ilja, M1 aNoordam, Raymond1 aO'Connell, Jeffrey1 aO'Donoghue, Michelle, L1 aOlafsson, Isleifur1 aOldehinkel, Albertine, J1 aOrho-Melander, Marju1 aOuwehand, Willem, H1 aPadmanabhan, Sandosh1 aPalmer, Nicholette, D1 aPalsson, Runolfur1 aPenninx, Brenda, W J H1 aPerls, Thomas1 aPerola, Markus1 aPirastu, Mario1 aPirastu, Nicola1 aPistis, Giorgio1 aPodgornaia, Anna, I1 aPolasek, Ozren1 aPonte, Belen1 aPorteous, David, J1 aPoulain, Tanja1 aPramstaller, Peter, P1 aPreuss, Michael, H1 aPrins, Bram, P1 aProvince, Michael, A1 aRabelink, Ton, J1 aRaffield, Laura, M1 aRaitakari, Olli, T1 aReilly, Dermot, F1 aRettig, Rainer1 aRheinberger, Myriam1 aRice, Kenneth, M1 aRidker, Paul, M1 aRivadeneira, Fernando1 aRizzi, Federica1 aRoberts, David, J1 aRobino, Antonietta1 aRossing, Peter1 aRudan, Igor1 aRueedi, Rico1 aRuggiero, Daniela1 aRyan, Kathleen, A1 aSaba, Yasaman1 aSabanayagam, Charumathi1 aSalomaa, Veikko1 aSalvi, Erika1 aSaum, Kai-Uwe1 aSchmidt, Helena1 aSchmidt, Reinhold1 aSchöttker, Ben1 aSchulz, Christina-Alexandra1 aSchupf, Nicole1 aShaffer, Christian, M1 aShi, Yuan1 aSmith, Albert, V1 aSmith, Blair, H1 aSoranzo, Nicole1 aSpracklen, Cassandra, N1 aStrauch, Konstantin1 aStringham, Heather, M1 aStumvoll, Michael1 aSvensson, Per, O1 aSzymczak, Silke1 aTai, E-Shyong1 aTajuddin, Salman, M1 aTan, Nicholas, Y Q1 aTaylor, Kent, D1 aTeren, Andrej1 aTham, Yih-Chung1 aThiery, Joachim1 aThio, Chris, H L1 aThomsen, Hauke1 aThorleifsson, Gudmar1 aToniolo, Daniela1 aTönjes, Anke1 aTremblay, Johanne1 aTzoulaki, Ioanna1 aUitterlinden, André, G1 aVaccargiu, Simona1 avan Dam, Rob, M1 aHarst, Pim1 aDuijn, Cornelia, M1 aEdward, Digna, R Velez1 aVerweij, Niek1 aVogelezang, Suzanne1 aVölker, Uwe1 aVollenweider, Peter1 aWaeber, Gérard1 aWaldenberger, Melanie1 aWallentin, Lars1 aWang, Ya, Xing1 aWang, Chaolong1 aWaterworth, Dawn, M1 aBin Wei, Wen1 aWhite, Harvey1 aWhitfield, John, B1 aWild, Sarah, H1 aWilson, James, F1 aWojczynski, Mary, K1 aWong, Charlene1 aWong, Tien-Yin1 aXu, Liang1 aYang, Qiong1 aYasuda, Masayuki1 aYerges-Armstrong, Laura, M1 aZhang, Weihua1 aZonderman, Alan, B1 aRotter, Jerome, I1 aBochud, Murielle1 aPsaty, Bruce, M1 aVitart, Veronique1 aWilson, James, G1 aDehghan, Abbas1 aParsa, Afshin1 aChasman, Daniel, I1 aHo, Kevin1 aMorris, Andrew, P1 aDevuyst, Olivier1 aAkilesh, Shreeram1 aPendergrass, Sarah, A1 aSim, Xueling1 aBöger, Carsten, A1 aOkada, Yukinori1 aEdwards, Todd, L1 aSnieder, Harold1 aStefansson, Kari1 aHung, Adriana, M1 aHeid, Iris, M1 aScholz, Markus1 aTeumer, Alexander1 aKöttgen, Anna1 aPattaro, Cristian1 aLifeLines Cohort Study1 aV. A. Million Veteran Program uhttps://chs-nhlbi.org/node/810909183nas a2202869 4500008004100000022001400041245010300055210006900158260001300227300001400240490000700254520118100261100001801442700002101460700003201481700001301513700002101526700002001547700002301567700002001590700002001610700001201630700001601642700002701658700001201685700001901697700002101716700002201737700001601759700001901775700001601794700002001810700002401830700001901854700002701873700001701900700001401917700002701931700002001958700001601978700001601994700001902010700002502029700001802054700002202072700001902094700001902113700001902132700002102151700002402172700002302196700001802219700002102237700001802258700002102276700002002297700002302317700002002340700002202360700001902382700002402401700001802425700001802443700001802461700002702479700002402506700002602530700002302556700002402579700002202603700001902625700002102644700002202665700002102687700001702708700002202725700002202747700002302769700002102792700002602813700002202839700002102861700002002882700002102902700002802923700002402951700001902975700001702994700002203011700002203033700002103055700001703076700001603093700001503109700002603124700002003150700002003170700002203190700002003212700002603232700002503258700001903283700002003302700002703322700001803349700002003367700002303387700002003410700001903430700001903449700002203468700002103490700002203511700001903533700001803552700002503570700002403595700001903619700002103638700002303659700002103682700002003703700002203723700001303745700002103758700002003779700002803799700001803827700002003845700002403865700002003889700002403909700002003933700002303953700002203976700002103998700002104019700003004040700002004070700002104090700002504111700002104136700001804157700002504175700002904200700003004229700002404259700001904283700002004302700001704322700001704339700001904356700002104375700002604396700002304422700002504445700002704470700001804497700002004515700001904535700002004554700002004574700001904594700001704613700002304630700001904653700002304672700002104695700002304716700002304739700001904762700002404781700002104805700002004826700002304846700001604869700002604885700002004911700001704931700002204948700002204970700001804992700001705010700002005027700002205047700002605069700002105095700002005116700002805136700002405164700002205188700001905210700002405229700001805253700002005271700002105291700002805312700002105340700001805361700002205379700002805401700002205429700001505451700002305466700001805489700001705507700002405524700002005548700002605568700002305594700001905617700002105636700001605657700001805673700002305691700002105714700002105735700002605756700001405782700001805796700002605814700002005840700002305860700002005883700002505903700002005928700002105948700002105969700002105990700001906011700001806030700002106048700002206069700002206091700002206113700002206135700001906157710004006176710002706216710003406243856003606277 2019 eng d a1546-171800aTarget genes, variants, tissues and transcriptional pathways influencing human serum urate levels.0 aTarget genes variants tissues and transcriptional pathways influ c2019 Oct a1459-14740 v513 aElevated serum urate levels cause gout and correlate with cardiometabolic diseases via poorly understood mechanisms. We performed a trans-ancestry genome-wide association study of serum urate in 457,690 individuals, identifying 183 loci (147 previously unknown) that improve the prediction of gout in an independent cohort of 334,880 individuals. Serum urate showed significant genetic correlations with many cardiometabolic traits, with genetic causality analyses supporting a substantial role for pleiotropy. Enrichment analysis, fine-mapping of urate-associated loci and colocalization with gene expression in 47 tissues implicated the kidney and liver as the main target organs and prioritized potentially causal genes and variants, including the transcriptional master regulators in the liver and kidney, HNF1A and HNF4A. Experimental validation showed that HNF4A transactivated the promoter of ABCG2, encoding a major urate transporter, in kidney cells, and that HNF4A p.Thr139Ile is a functional variant. Transcriptional coregulation within and across organs may be a general mechanism underlying the observed pleiotropy between urate and cardiometabolic traits.
1 aTin, Adrienne1 aMarten, Jonathan1 aKuhns, Victoria, L Halperin1 aLi, Yong1 aWuttke, Matthias1 aKirsten, Holger1 aSieber, Karsten, B1 aQiu, Chengxiang1 aGorski, Mathias1 aYu, Zhi1 aGiri, Ayush1 aSveinbjornsson, Gardar1 aLi, Man1 aChu, Audrey, Y1 aHoppmann, Anselm1 aO'Connor, Luke, J1 aPrins, Bram1 aNutile, Teresa1 aNoce, Damia1 aAkiyama, Masato1 aCocca, Massimiliano1 aGhasemi, Sahar1 avan der Most, Peter, J1 aHorn, Katrin1 aXu, Yizhe1 aFuchsberger, Christian1 aSedaghat, Sanaz1 aAfaq, Saima1 aAmin, Najaf1 aArnlöv, Johan1 aBakker, Stephan, J L1 aBansal, Nisha1 aBaptista, Daniela1 aBergmann, Sven1 aBiggs, Mary, L1 aBiino, Ginevra1 aBoerwinkle, Eric1 aBottinger, Erwin, P1 aBoutin, Thibaud, S1 aBrumat, Marco1 aBurkhardt, Ralph1 aCampana, Eric1 aCampbell, Archie1 aCampbell, Harry1 aCarroll, Robert, J1 aCatamo, Eulalia1 aChambers, John, C1 aCiullo, Marina1 aConcas, Maria, Pina1 aCoresh, Josef1 aCorre, Tanguy1 aCusi, Daniele1 aFelicita, Sala, Cinzia1 ade Borst, Martin, H1 aDe Grandi, Alessandro1 ade Mutsert, Renée1 ade Vries, Aiko, P J1 aDelgado, Graciela1 aDemirkan, Ayse1 aDevuyst, Olivier1 aDittrich, Katalin1 aEckardt, Kai-Uwe1 aEhret, Georg1 aEndlich, Karlhans1 aEvans, Michele, K1 aGansevoort, Ron, T1 aGasparini, Paolo1 aGiedraitis, Vilmantas1 aGieger, Christian1 aGirotto, Giorgia1 aGögele, Martin1 aGordon, Scott, D1 aGudbjartsson, Daniel, F1 aGudnason, Vilmundur1 aHaller, Toomas1 aHamet, Pavel1 aHarris, Tamara, B1 aHayward, Caroline1 aHicks, Andrew, A1 aHofer, Edith1 aHolm, Hilma1 aHuang, Wei1 aHutri-Kähönen, Nina1 aHwang, Shih-Jen1 aIkram, Arfan, M1 aLewis, Raychel, M1 aIngelsson, Erik1 aJakobsdottir, Johanna1 aJonsdottir, Ingileif1 aJonsson, Helgi1 aJoshi, Peter, K1 aJosyula, Navya, Shilpa1 aJung, Bettina1 aKähönen, Mika1 aKamatani, Yoichiro1 aKanai, Masahiro1 aKerr, Shona, M1 aKiess, Wieland1 aKleber, Marcus, E1 aKoenig, Wolfgang1 aKooner, Jaspal, S1 aKörner, Antje1 aKovacs, Peter1 aKrämer, Bernhard, K1 aKronenberg, Florian1 aKubo, Michiaki1 aKuhnel, Brigitte1 aLa Bianca, Martina1 aLange, Leslie, A1 aLehne, Benjamin1 aLehtimäki, Terho1 aLiu, Jun1 aLoeffler, Markus1 aLoos, Ruth, J F1 aLyytikäinen, Leo-Pekka1 aMägi, Reedik1 aMahajan, Anubha1 aMartin, Nicholas, G1 aMärz, Winfried1 aMascalzoni, Deborah1 aMatsuda, Koichi1 aMeisinger, Christa1 aMeitinger, Thomas1 aMetspalu, Andres1 aMilaneschi, Yuri1 aO'Donnell, Christopher, J1 aWilson, Otis, D1 aGaziano, Michael1 aMishra, Pashupati, P1 aMohlke, Karen, L1 aMononen, Nina1 aMontgomery, Grant, W1 aMook-Kanamori, Dennis, O1 aMüller-Nurasyid, Martina1 aNadkarni, Girish, N1 aNalls, Mike, A1 aNauck, Matthias1 aNikus, Kjell1 aNing, Boting1 aNolte, Ilja, M1 aNoordam, Raymond1 aO'Connell, Jeffrey, R1 aOlafsson, Isleifur1 aPadmanabhan, Sandosh1 aPenninx, Brenda, W J H1 aPerls, Thomas1 aPeters, Annette1 aPirastu, Mario1 aPirastu, Nicola1 aPistis, Giorgio1 aPolasek, Ozren1 aPonte, Belen1 aPorteous, David, J1 aPoulain, Tanja1 aPreuss, Michael, H1 aRabelink, Ton, J1 aRaffield, Laura, M1 aRaitakari, Olli, T1 aRettig, Rainer1 aRheinberger, Myriam1 aRice, Kenneth, M1 aRizzi, Federica1 aRobino, Antonietta1 aRudan, Igor1 aKrajcoviechova, Alena1 aCifkova, Renata1 aRueedi, Rico1 aRuggiero, Daniela1 aRyan, Kathleen, A1 aSaba, Yasaman1 aSalvi, Erika1 aSchmidt, Helena1 aSchmidt, Reinhold1 aShaffer, Christian, M1 aSmith, Albert, V1 aSmith, Blair, H1 aSpracklen, Cassandra, N1 aStrauch, Konstantin1 aStumvoll, Michael1 aSulem, Patrick1 aTajuddin, Salman, M1 aTeren, Andrej1 aThiery, Joachim1 aThio, Chris, H L1 aThorsteinsdottir, Unnur1 aToniolo, Daniela1 aTönjes, Anke1 aTremblay, Johanne1 aUitterlinden, André, G1 aVaccargiu, Simona1 aHarst, Pim1 aDuijn, Cornelia, M1 aVerweij, Niek1 aVölker, Uwe1 aVollenweider, Peter1 aWaeber, Gérard1 aWaldenberger, Melanie1 aWhitfield, John, B1 aWild, Sarah, H1 aWilson, James, F1 aYang, Qiong1 aZhang, Weihua1 aZonderman, Alan, B1 aBochud, Murielle1 aWilson, James, G1 aPendergrass, Sarah, A1 aHo, Kevin1 aParsa, Afshin1 aPramstaller, Peter, P1 aPsaty, Bruce, M1 aBöger, Carsten, A1 aSnieder, Harold1 aButterworth, Adam, S1 aOkada, Yukinori1 aEdwards, Todd, L1 aStefansson, Kari1 aSusztak, Katalin1 aScholz, Markus1 aHeid, Iris, M1 aHung, Adriana, M1 aTeumer, Alexander1 aPattaro, Cristian1 aWoodward, Owen, M1 aVitart, Veronique1 aKöttgen, Anna1 aGerman Chronic Kidney Disease Study1 aLifeLines Cohort Study1 aV. A. Million Veteran Program uhttps://chs-nhlbi.org/node/820706654nas a2201705 4500008004100000022001400041245009500055210006900150260001600219520183100235100002002066700001802086700001302104700002902117700002102146700002002167700002102187700002202208700002302230700002102253700001902274700001902293700002402312700002102336700001902357700002102376700001702397700001202414700001902426700001902445700002302464700002202487700001802509700001502527700002202542700002802564700001902592700002502611700002002636700001802656700001902674700002102693700002402714700002102738700002302759700001902782700001802801700002002819700002002839700001802859700002402877700002302901700002102924700002202945700001802967700002502985700002103010700002303031700002103054700002203075700001703097700001403114700001703128700002103145700002803166700002603194700002003220700002003240700002703260700002003287700002203307700002103329700001803350700002503368700002103393700002103414700002203435700001903457700002003476700002103496700002803517700002303545700002203568700001903590700002103609700002503630700001803655700002603673700002403699700002003723700001703743700001703760700001903777700002803796700002503824700002603849700002703875700002303902700002003925700002303945700002303968700001903991700002404010700002104034700002904055700001904084700002204103700002804125700002004153700002204173700002004195700003204215700002004247700002604267700002404293700002004317700002004337700002204357700001804379700001504397700002704412700001804439700001704457700002604474700002004500700002404520700002104544700002104565700001904586700001904605700001604624700002104640700003104661700001504692700002004707700002204727700002304749700001904772700002404791700002204815700001804837710002704855710003004882856003604912 2020 eng d a1523-175500aMeta-analysis uncovers genome-wide significant variants for rapid kidney function decline.0 aMetaanalysis uncovers genomewide significant variants for rapid c2020 Oct 303 aRapid decline of glomerular filtration rate estimated from creatinine (eGFRcrea) is associated with severe clinical endpoints. In contrast to cross-sectionally assessed eGFRcrea, the genetic basis for rapid eGFRcrea decline is largely unknown. To help define this, we meta-analyzed 42 genome-wide association studies from the Chronic Kidney Diseases Genetics Consortium and United Kingdom Biobank to identify genetic loci for rapid eGFRcrea decline. Two definitions of eGFRcrea decline were used: 3 mL/min/1.73m/year or more ("Rapid3"; encompassing 34,874 cases, 107,090 controls) and eGFRcrea decline 25% or more and eGFRcrea under 60 mL/min/1.73m at follow-up among those with eGFRcrea 60 mL/min/1.73m or more at baseline ("CKDi25"; encompassing 19,901 cases, 175,244 controls). Seven independent variants were identified across six loci for Rapid3 and/or CKDi25: consisting of five variants at four loci with genome-wide significance (near UMOD-PDILT (2), PRKAG2, WDR72, OR2S2) and two variants among 265 known eGFRcrea variants (near GATM, LARP4B). All these loci were novel for Rapid3 and/or CKDi25 and our bioinformatic follow-up prioritized variants and genes underneath these loci. The OR2S2 locus is novel for any eGFRcrea trait including interesting candidates. For the five genome-wide significant lead variants, we found supporting effects for annual change in blood urea nitrogen or cystatin-based eGFR, but not for GATM or LARP4B. Individuals at high compared to those at low genetic risk (8-14 vs 0-5 adverse alleles) had a 1.20-fold increased risk of acute kidney injury (95% confidence interval 1.08-1.33). Thus, our identified loci for rapid kidney function decline may help prioritize therapeutic targets and identify mechanisms and individuals at risk for sustained deterioration of kidney function.
1 aGorski, Mathias1 aJung, Bettina1 aLi, Yong1 aMatias-Garcia, Pamela, R1 aWuttke, Matthias1 aCoassin, Stefan1 aThio, Chris, H L1 aKleber, Marcus, E1 aWinkler, Thomas, W1 aWanner, Veronika1 aChai, Jin-Fang1 aChu, Audrey, Y1 aCocca, Massimiliano1 aFeitosa, Mary, F1 aGhasemi, Sahar1 aHoppmann, Anselm1 aHorn, Katrin1 aLi, Man1 aNutile, Teresa1 aScholz, Markus1 aSieber, Karsten, B1 aTeumer, Alexander1 aTin, Adrienne1 aWang, Judy1 aTayo, Bamidele, O1 aAhluwalia, Tarunveer, S1 aAlmgren, Peter1 aBakker, Stephan, J L1 aBanas, Bernhard1 aBansal, Nisha1 aBiggs, Mary, L1 aBoerwinkle, Eric1 aBottinger, Erwin, P1 aBrenner, Hermann1 aCarroll, Robert, J1 aChalmers, John1 aChee, Miao-Li1 aChee, Miao-Ling1 aCheng, Ching-Yu1 aCoresh, Josef1 ade Borst, Martin, H1 aDegenhardt, Frauke1 aEckardt, Kai-Uwe1 aEndlich, Karlhans1 aFranke, Andre1 aFreitag-Wolf, Sandra1 aGampawar, Piyush1 aGansevoort, Ron, T1 aGhanbari, Mohsen1 aGieger, Christian1 aHamet, Pavel1 aHo, Kevin1 aHofer, Edith1 aHolleczek, Bernd1 aFoo, Valencia, Hui Xian1 aHutri-Kähönen, Nina1 aHwang, Shih-Jen1 aIkram, Arfan, M1 aJosyula, Navya, Shilpa1 aKähönen, Mika1 aKhor, Chiea-Chuen1 aKoenig, Wolfgang1 aKramer, Holly1 aKrämer, Bernhard, K1 aKuhnel, Brigitte1 aLange, Leslie, A1 aLehtimäki, Terho1 aLieb, Wolfgang1 aLoos, Ruth, J F1 aLukas, Mary, Ann1 aLyytikäinen, Leo-Pekka1 aMeisinger, Christa1 aMeitinger, Thomas1 aMelander, Olle1 aMilaneschi, Yuri1 aMishra, Pashupati, P1 aMononen, Nina1 aMychaleckyj, Josyf, C1 aNadkarni, Girish, N1 aNauck, Matthias1 aNikus, Kjell1 aNing, Boting1 aNolte, Ilja, M1 aO'Donoghue, Michelle, L1 aOrho-Melander, Marju1 aPendergrass, Sarah, A1 aPenninx, Brenda, W J H1 aPreuss, Michael, H1 aPsaty, Bruce, M1 aRaffield, Laura, M1 aRaitakari, Olli, T1 aRettig, Rainer1 aRheinberger, Myriam1 aRice, Kenneth, M1 aRosenkranz, Alexander, R1 aRossing, Peter1 aRotter, Jerome, I1 aSabanayagam, Charumathi1 aSchmidt, Helena1 aSchmidt, Reinhold1 aSchöttker, Ben1 aSchulz, Christina-Alexandra1 aSedaghat, Sanaz1 aShaffer, Christian, M1 aStrauch, Konstantin1 aSzymczak, Silke1 aTaylor, Kent, D1 aTremblay, Johanne1 aChaker, Layal1 aHarst, Pim1 avan der Most, Peter, J1 aVerweij, Niek1 aVölker, Uwe1 aWaldenberger, Melanie1 aWallentin, Lars1 aWaterworth, Dawn, M1 aWhite, Harvey, D1 aWilson, James, G1 aWong, Tien-Yin1 aWoodward, Mark1 aYang, Qiong1 aYasuda, Masayuki1 aYerges-Armstrong, Laura, M1 aZhang, Yan1 aSnieder, Harold1 aWanner, Christoph1 aBöger, Carsten, A1 aKöttgen, Anna1 aKronenberg, Florian1 aPattaro, Cristian1 aHeid, Iris, M1 aLifeLines Cohort Study1 aRegeneron Genetics Center uhttps://chs-nhlbi.org/node/862412282nas a2204021 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2022 eng d a2399-364200aDifferential and shared genetic effects on kidney function between diabetic and non-diabetic individuals.0 aDifferential and shared genetic effects on kidney function betwe c2022 Jun 13 a5800 v53 aReduced glomerular filtration rate (GFR) can progress to kidney failure. Risk factors include genetics and diabetes mellitus (DM), but little is known about their interaction. We conducted genome-wide association meta-analyses for estimated GFR based on serum creatinine (eGFR), separately for individuals with or without DM (n = 178,691, n = 1,296,113). Our genome-wide searches identified (i) seven eGFR loci with significant DM/noDM-difference, (ii) four additional novel loci with suggestive difference and (iii) 28 further novel loci (including CUBN) by allowing for potential difference. GWAS on eGFR among DM individuals identified 2 known and 27 potentially responsible loci for diabetic kidney disease. Gene prioritization highlighted 18 genes that may inform reno-protective drug development. We highlight the existence of DM-only and noDM-only effects, which can inform about the target group, if respective genes are advanced as drug targets. Largely shared effects suggest that most drug interventions to alter eGFR should be effective in DM and noDM.
10aCreatinine10aDiabetes Mellitus10aDiabetic Nephropathies10aGenome-Wide Association Study10aGlomerular Filtration Rate10aHumans10aKidney1 aWinkler, Thomas, W1 aRasheed, Humaira1 aTeumer, Alexander1 aGorski, Mathias1 aRowan, Bryce, X1 aStanzick, Kira, J1 aThomas, Laurent, F1 aTin, Adrienne1 aHoppmann, Anselm1 aChu, Audrey, Y1 aTayo, Bamidele1 aThio, Chris, H L1 aCusi, Daniele1 aChai, Jin-Fang1 aSieber, Karsten, B1 aHorn, Katrin1 aLi, Man1 aScholz, Markus1 aCocca, Massimiliano1 aWuttke, Matthias1 avan der Most, Peter, J1 aYang, Qiong1 aGhasemi, Sahar1 aNutile, Teresa1 aLi, Yong1 aPontali, Giulia1 aGünther, Felix1 aDehghan, Abbas1 aCorrea, Adolfo1 aParsa, Afshin1 aFeresin, Agnese1 ade Vries, Aiko, P J1 aZonderman, Alan, B1 aSmith, Albert, V1 aOldehinkel, Albertine, J1 aDe Grandi, Alessandro1 aRosenkranz, Alexander, R1 aFranke, Andre1 aTeren, Andrej1 aMetspalu, Andres1 aHicks, Andrew, A1 aMorris, Andrew, P1 aTönjes, Anke1 aMorgan, Anna1 aPodgornaia, Anna, I1 aPeters, Annette1 aKörner, Antje1 aMahajan, Anubha1 aCampbell, Archie1 aFreedman, Barry, I1 aSpedicati, Beatrice1 aPonte, Belen1 aSchöttker, Ben1 aBrumpton, Ben1 aBanas, Bernhard1 aKrämer, Bernhard, K1 aJung, Bettina1 aÅsvold, Bjørn, Olav1 aSmith, Blair, H1 aNing, Boting1 aPenninx, Brenda, W J H1 aVanderwerff, Brett, R1 aPsaty, Bruce, M1 aKammerer, Candace, M1 aLangefeld, Carl, D1 aHayward, Caroline1 aSpracklen, Cassandra, N1 aRobinson-Cohen, Cassianne1 aHartman, Catharina, A1 aLindgren, Cecilia, M1 aWang, Chaolong1 aSabanayagam, Charumathi1 aHeng, Chew-Kiat1 aLanzani, Chiara1 aKhor, Chiea-Chuen1 aCheng, Ching-Yu1 aFuchsberger, Christian1 aGieger, Christian1 aShaffer, Christian, M1 aSchulz, Christina-Alexandra1 aWiller, Cristen, J1 aChasman, Daniel, I1 aGudbjartsson, Daniel, F1 aRuggiero, Daniela1 aToniolo, Daniela1 aCzamara, Darina1 aPorteous, David, J1 aWaterworth, Dawn, M1 aMascalzoni, Deborah1 aMook-Kanamori, Dennis, O1 aReilly, Dermot, F1 aDaw, Warwick1 aHofer, Edith1 aBoerwinkle, Eric1 aSalvi, Erika1 aBottinger, Erwin, P1 aTai, E-Shyong1 aCatamo, Eulalia1 aRizzi, Federica1 aGuo, Feng1 aRivadeneira, Fernando1 aGuilianini, Franco1 aSveinbjornsson, Gardar1 aEhret, Georg1 aWaeber, Gérard1 aBiino, Ginevra1 aGirotto, Giorgia1 aPistis, Giorgio1 aNadkarni, Girish, N1 aDelgado, Graciela, E1 aMontgomery, Grant, W1 aSnieder, Harold1 aCampbell, Harry1 aWhite, Harvey, D1 aGao, He1 aStringham, Heather, M1 aSchmidt, Helena1 aLi, Hengtong1 aBrenner, Hermann1 aHolm, Hilma1 aKirsten, Holgen1 aKramer, Holly1 aRudan, Igor1 aNolte, Ilja, M1 aTzoulaki, Ioanna1 aOlafsson, Isleifur1 aMartins, Jade1 aCook, James, P1 aWilson, James, F1 aHalbritter, Jan1 aFelix, Janine, F1 aDivers, Jasmin1 aKooner, Jaspal, S1 aLee, Jeannette, Jen-Mai1 aO'Connell, Jeffrey1 aRotter, Jerome, I1 aLiu, Jianjun1 aXu, Jie1 aThiery, Joachim1 aArnlöv, Johan1 aKuusisto, Johanna1 aJakobsdottir, Johanna1 aTremblay, Johanne1 aChambers, John, C1 aWhitfield, John, B1 aGaziano, John, M1 aMarten, Jonathan1 aCoresh, Josef1 aJonas, Jost, B1 aMychaleckyj, Josyf, C1 aChristensen, Kaare1 aEckardt, Kai-Uwe1 aMohlke, Karen, L1 aEndlich, Karlhans1 aDittrich, Katalin1 aRyan, Kathleen, A1 aRice, Kenneth, M1 aTaylor, Kent, D1 aHo, Kevin1 aNikus, Kjell1 aMatsuda, Koichi1 aStrauch, Konstantin1 aMiliku, Kozeta1 aHveem, Kristian1 aLind, Lars1 aWallentin, Lars1 aYerges-Armstrong, Laura, M1 aRaffield, Laura, M1 aPhillips, Lawrence, S1 aLauner, Lenore, J1 aLyytikäinen, Leo-Pekka1 aLange, Leslie, A1 aCitterio, Lorena1 aKlaric, Lucija1 aIkram, Arfan, M1 aIsing, Marcus1 aKleber, Marcus, E1 aFrancescatto, Margherita1 aConcas, Maria, Pina1 aCiullo, Marina1 aPiratsu, Mario1 aOrho-Melander, Marju1 aLaakso, Markku1 aLoeffler, Markus1 aPerola, Markus1 ade Borst, Martin, H1 aGögele, Martin1 aLa Bianca, Martina1 aLukas, Mary, Ann1 aFeitosa, Mary, F1 aBiggs, Mary, L1 aWojczynski, Mary, K1 aKavousi, Maryam1 aKanai, Masahiro1 aAkiyama, Masato1 aYasuda, Masayuki1 aNauck, Matthias1 aWaldenberger, Melanie1 aChee, Miao-Li1 aChee, Miao-Ling1 aBoehnke, 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aGansevoort, Ron, T1 aLoos, Ruth, J F1 aFelicita, Sala, Cinzia1 aSedaghat, Sanaz1 aPadmanabhan, Sandosh1 aFreitag-Wolf, Sandra1 aPendergrass, Sarah, A1 aGraham, Sarah, E1 aGordon, Scott, D1 aHwang, Shih-Jen1 aKerr, Shona, M1 aVaccargiu, Simona1 aPatil, Snehal, B1 aHallan, Stein1 aBakker, Stephan, J L1 aLim, Su-Chi1 aLucae, Susanne1 aVogelezang, Suzanne1 aBergmann, Sven1 aCorre, Tanguy1 aAhluwalia, Tarunveer, S1 aLehtimäki, Terho1 aBoutin, Thibaud, S1 aMeitinger, Thomas1 aWong, Tien-Yin1 aBergler, Tobias1 aRabelink, Ton, J1 aEsko, Tõnu1 aHaller, Toomas1 aThorsteinsdottir, Unnur1 aVölker, Uwe1 aFoo, Valencia, Hui Xian1 aSalomaa, Veikko1 aVitart, Veronique1 aGiedraitis, Vilmantas1 aGudnason, Vilmundur1 aJaddoe, Vincent, W V1 aHuang, Wei1 aZhang, Weihua1 aBin Wei, Wen1 aKiess, Wieland1 aMärz, Winfried1 aKoenig, Wolfgang1 aLieb, Wolfgang1 aGào, Xīn1 aSim, Xueling1 aWang, Ya, Xing1 aFriedlander, Yechiel1 aTham, Yih-Chung1 aKamatani, Yoichiro1 aOkada, Yukinori1 aMilaneschi, Yuri1 aYu, Zhi1 aStark, Klaus, J1 aStefansson, Kari1 aBöger, Carsten, A1 aHung, Adriana, M1 aKronenberg, Florian1 aKöttgen, Anna1 aPattaro, Cristian1 aHeid, Iris, M1 aLifeLines Cohort Study1 aDiscovEHR/MyCode study1 aVA Million Veteran Program uhttps://chs-nhlbi.org/node/911208267nas a2202233 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2022 eng d a1523-175500aGenetic loci and prioritization of genes for kidney function decline derived from a meta-analysis of 62 longitudinal genome-wide association studies.0 aGenetic loci and prioritization of genes for kidney function dec c2022 Jun 163 aEstimated glomerular filtration rate (eGFR) reflects kidney function. Progressive eGFR-decline can lead to kidney failure, necessitating dialysis or transplantation. Hundreds of loci from genome-wide association studies (GWAS) for eGFR help explain population cross section variability. Since the contribution of these or other loci to eGFR-decline remains largely unknown, we derived GWAS for annual eGFR-decline and meta-analyzed 62 longitudinal studies with eGFR assessed twice over time in all 343,339 individuals and in high-risk groups. We also explored different covariate adjustment. Twelve genome-wide significant independent variants for eGFR-decline unadjusted or adjusted for eGFR-baseline (11 novel, one known for this phenotype), including nine variants robustly associated across models were identified. All loci for eGFR-decline were known for cross-sectional eGFR and thus distinguished a subgroup of eGFR loci. Seven of the nine variants showed variant-by-age interaction on eGFR cross section (further about 350,000 individuals), which linked genetic associations for eGFR-decline with age-dependency of genetic cross-section associations. Clinically important were two to four-fold greater genetic effects on eGFR-decline in high-risk subgroups. Five variants associated also with chronic kidney disease progression mapped to genes with functional in-silico evidence (UMOD, SPATA7, GALNTL5, TPPP). An unfavorable versus favorable nine-variant genetic profile showed increased risk odds ratios of 1.35 for kidney failure (95% confidence intervals 1.03-1.77) and 1.27 for acute kidney injury (95% confidence intervals 1.08-1.50) in over 2000 cases each, with matched controls). Thus, we provide a large data resource, genetic loci, and prioritized genes for kidney function decline, which help inform drug development pipelines revealing important insights into the age-dependency of kidney function genetics.
1 aGorski, Mathias1 aRasheed, Humaira1 aTeumer, Alexander1 aThomas, Laurent, F1 aGraham, Sarah, E1 aSveinbjornsson, Gardar1 aWinkler, Thomas, W1 aGünther, Felix1 aStark, Klaus, J1 aChai, Jin-Fang1 aTayo, Bamidele, O1 aWuttke, Matthias1 aLi, Yong1 aTin, Adrienne1 aAhluwalia, Tarunveer, S1 aArnlöv, Johan1 aÅsvold, Bjørn, Olav1 aBakker, Stephan, J L1 aBanas, Bernhard1 aBansal, Nisha1 aBiggs, Mary, L1 aBiino, Ginevra1 aBöhnke, Michael1 aBoerwinkle, Eric1 aBottinger, Erwin, P1 aBrenner, Hermann1 aBrumpton, Ben1 aCarroll, Robert, J1 aChaker, Layal1 aChalmers, John1 aChee, Miao-Li1 aChee, Miao-Ling1 aCheng, Ching-Yu1 aChu, Audrey, Y1 aCiullo, Marina1 aCocca, Massimiliano1 aCook, James, P1 aCoresh, Josef1 aCusi, Daniele1 ade Borst, Martin, H1 aDegenhardt, Frauke1 aEckardt, Kai-Uwe1 aEndlich, Karlhans1 aEvans, Michele, K1 aFeitosa, Mary, F1 aFranke, Andre1 aFreitag-Wolf, Sandra1 aFuchsberger, Christian1 aGampawar, Piyush1 aGansevoort, Ron, T1 aGhanbari, Mohsen1 aGhasemi, Sahar1 aGiedraitis, Vilmantas1 aGieger, Christian1 aGudbjartsson, Daniel, F1 aHallan, Stein1 aHamet, Pavel1 aHishida, Asahi1 aHo, Kevin1 aHofer, Edith1 aHolleczek, Bernd1 aHolm, Hilma1 aHoppmann, Anselm1 aHorn, Katrin1 aHutri-Kähönen, Nina1 aHveem, Kristian1 aHwang, Shih-Jen1 aIkram, Arfan, M1 aJosyula, Navya, Shilpa1 aJung, Bettina1 aKähönen, Mika1 aKarabegović, Irma1 aKhor, Chiea-Chuen1 aKoenig, Wolfgang1 aKramer, Holly1 aKrämer, Bernhard, K1 aKuhnel, Brigitte1 aKuusisto, Johanna1 aLaakso, Markku1 aLange, Leslie, A1 aLehtimäki, Terho1 aLi, Man1 aLieb, Wolfgang1 aLind, Lars1 aLindgren, Cecilia, M1 aLoos, Ruth, J F1 aLukas, Mary, Ann1 aLyytikäinen, Leo-Pekka1 aMahajan, Anubha1 aMatias-Garcia, Pamela, R1 aMeisinger, Christa1 aMeitinger, Thomas1 aMelander, Olle1 aMilaneschi, Yuri1 aMishra, Pashupati, P1 aMononen, Nina1 aMorris, Andrew, P1 aMychaleckyj, Josyf, C1 aNadkarni, Girish, N1 aNaito, Mariko1 aNakatochi, Masahiro1 aNalls, Mike, A1 aNauck, Matthias1 aNikus, Kjell1 aNing, Boting1 aNolte, Ilja, M1 aNutile, Teresa1 aO'Donoghue, Michelle, L1 aO'Connell, Jeffrey1 aOlafsson, Isleifur1 aOrho-Melander, Marju1 aParsa, Afshin1 aPendergrass, Sarah, A1 aPenninx, Brenda, W J H1 aPirastu, Mario1 aPreuss, Michael, H1 aPsaty, Bruce, M1 aRaffield, Laura, M1 aRaitakari, Olli, T1 aRheinberger, Myriam1 aRice, Kenneth, M1 aRizzi, Federica1 aRosenkranz, Alexander, R1 aRossing, Peter1 aRotter, Jerome, I1 aRuggiero, Daniela1 aRyan, Kathleen, A1 aSabanayagam, Charumathi1 aSalvi, Erika1 aSchmidt, Helena1 aSchmidt, Reinhold1 aScholz, Markus1 aSchöttker, Ben1 aSchulz, Christina-Alexandra1 aSedaghat, Sanaz1 aShaffer, Christian, M1 aSieber, Karsten, B1 aSim, Xueling1 aSims, Mario1 aSnieder, Harold1 aStanzick, Kira, J1 aThorsteinsdottir, Unnur1 aStocker, Hannah1 aStrauch, Konstantin1 aStringham, Heather, M1 aSulem, Patrick1 aSzymczak, Silke1 aTaylor, Kent, D1 aThio, Chris, H L1 aTremblay, Johanne1 aVaccargiu, Simona1 aHarst, Pim1 avan der Most, Peter, J1 aVerweij, Niek1 aVölker, Uwe1 aWakai, Kenji1 aWaldenberger, Melanie1 aWallentin, Lars1 aWallner, Stefan1 aWang, Judy1 aWaterworth, Dawn, M1 aWhite, Harvey, D1 aWiller, Cristen, J1 aWong, Tien-Yin1 aWoodward, Mark1 aYang, Qiong1 aYerges-Armstrong, Laura, M1 aZimmermann, Martina1 aZonderman, Alan, B1 aBergler, Tobias1 aStefansson, Kari1 aBöger, Carsten, A1 aPattaro, Cristian1 aKöttgen, Anna1 aKronenberg, Florian1 aHeid, Iris, M1 aLifeLines Cohort Study uhttps://chs-nhlbi.org/node/909307235nas a2202173 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2024 eng d a2041-172300aX-chromosome and kidney function: evidence from a multi-trait genetic analysis of 908,697 individuals reveals sex-specific and sex-differential findings in genes regulated by androgen response elements.0 aXchromosome and kidney function evidence from a multitrait genet c2024 Jan 18 a5860 v153 aX-chromosomal genetic variants are understudied but can yield valuable insights into sexually dimorphic human traits and diseases. We performed a sex-stratified cross-ancestry X-chromosome-wide association meta-analysis of seven kidney-related traits (n = 908,697), identifying 23 loci genome-wide significantly associated with two of the traits: 7 for uric acid and 16 for estimated glomerular filtration rate (eGFR), including four novel eGFR loci containing the functionally plausible prioritized genes ACSL4, CLDN2, TSPAN6 and the female-specific DRP2. Further, we identified five novel sex-interactions, comprising male-specific effects at FAM9B and AR/EDA2R, and three sex-differential findings with larger genetic effect sizes in males at DCAF12L1 and MST4 and larger effect sizes in females at HPRT1. All prioritized genes in loci showing significant sex-interactions were located next to androgen response elements (ARE). Five ARE genes showed sex-differential expressions. This study contributes new insights into sex-dimorphisms of kidney traits along with new prioritized gene targets for further molecular research.
10aAndrogens10aChromosomes, Human, X10aFemale10aGenetic Predisposition to Disease10aGenome-Wide Association Study10aHumans10aKidney10aMale10aPolymorphism, Single Nucleotide10aResponse Elements10aTetraspanins1 aScholz, Markus1 aHorn, Katrin1 aPott, Janne1 aWuttke, Matthias1 aKühnapfel, Andreas1 aNasr, Kamal1 aKirsten, Holger1 aLi, Yong1 aHoppmann, Anselm1 aGorski, Mathias1 aGhasemi, Sahar1 aLi, Man1 aTin, Adrienne1 aChai, Jin-Fang1 aCocca, Massimiliano1 aWang, Judy1 aNutile, Teresa1 aAkiyama, Masato1 aÅsvold, Bjørn, Olav1 aBansal, Nisha1 aBiggs, Mary, L1 aBoutin, Thibaud1 aBrenner, Hermann1 aBrumpton, Ben1 aBurkhardt, Ralph1 aCai, Jianwen1 aCampbell, Archie1 aCampbell, Harry1 aChalmers, John1 aChasman, Daniel, I1 aChee, Miao, Ling1 aChee, Miao, Li1 aChen, Xu1 aCheng, Ching-Yu1 aCifkova, Renata1 aDaviglus, Martha1 aDelgado, Graciela1 aDittrich, Katalin1 aEdwards, Todd, L1 aEndlich, Karlhans1 aGaziano, Michael1 aGiri, Ayush1 aGiulianini, Franco1 aGordon, Scott, D1 aGudbjartsson, Daniel, F1 aHallan, Stein1 aHamet, Pavel1 aHartman, Catharina, A1 aHayward, Caroline1 aHeid, Iris, M1 aHellwege, Jacklyn, N1 aHolleczek, Bernd1 aHolm, Hilma1 aHutri-Kähönen, Nina1 aHveem, Kristian1 aIsermann, Berend1 aJonas, Jost, B1 aJoshi, Peter, K1 aKamatani, Yoichiro1 aKanai, Masahiro1 aKastarinen, Mika1 aKhor, Chiea, Chuen1 aKiess, Wieland1 aKleber, Marcus, E1 aKörner, Antje1 aKovacs, Peter1 aKrajcoviechova, Alena1 aKramer, Holly1 aKrämer, Bernhard, K1 aKuokkanen, Mikko1 aKähönen, Mika1 aLange, Leslie, A1 aLash, James, P1 aLehtimäki, Terho1 aLi, Hengtong1 aLin, Bridget, M1 aLiu, Jianjun1 aLoeffler, Markus1 aLyytikäinen, Leo-Pekka1 aMagnusson, Patrik, K E1 aMartin, Nicholas, G1 aMatsuda, Koichi1 aMilaneschi, Yuri1 aMishra, Pashupati, P1 aMononen, Nina1 aMontgomery, Grant, W1 aMook-Kanamori, Dennis, O1 aMychaleckyj, Josyf, C1 aMärz, Winfried1 aNauck, Matthias1 aNikus, Kjell1 aNolte, Ilja, M1 aNoordam, Raymond1 aOkada, Yukinori1 aOlafsson, Isleifur1 aOldehinkel, Albertine, J1 aPenninx, Brenda, W J H1 aPerola, Markus1 aPirastu, Nicola1 aPolasek, Ozren1 aPorteous, David, J1 aPoulain, Tanja1 aPsaty, Bruce, M1 aRabelink, Ton, J1 aRaffield, Laura, M1 aRaitakari, Olli, T1 aRasheed, Humaira1 aReilly, Dermot, F1 aRice, Kenneth, M1 aRichmond, Anne1 aRidker, Paul, M1 aRotter, Jerome, I1 aRudan, Igor1 aSabanayagam, Charumathi1 aSalomaa, Veikko1 aSchneiderman, Neil1 aSchöttker, Ben1 aSims, Mario1 aSnieder, Harold1 aStark, Klaus, J1 aStefansson, Kari1 aStocker, Hannah1 aStumvoll, Michael1 aSulem, Patrick1 aSveinbjornsson, Gardar1 aSvensson, Per, O1 aTai, E-Shyong1 aTaylor, Kent, D1 aTayo, Bamidele, O1 aTeren, Andrej1 aTham, Yih-Chung1 aThiery, Joachim1 aThio, Chris, H L1 aThomas, Laurent, F1 aTremblay, Johanne1 aTönjes, Anke1 avan der Most, Peter, J1 aVitart, Veronique1 aVölker, Uwe1 aWang, Ya, Xing1 aWang, Chaolong1 aBin Wei, Wen1 aWhitfield, John, B1 aWild, Sarah, H1 aWilson, James, F1 aWinkler, Thomas, W1 aWong, Tien-Yin1 aWoodward, Mark1 aSim, Xueling1 aChu, Audrey, Y1 aFeitosa, Mary, F1 aThorsteinsdottir, Unnur1 aHung, Adriana, M1 aTeumer, Alexander1 aFranceschini, Nora1 aParsa, Afshin1 aKöttgen, Anna1 aSchlosser, Pascal1 aPattaro, Cristian uhttps://chs-nhlbi.org/node/9579