04238nas a2200829 4500008004100000022001400041245019000055210006900245260001300314300001100327490000700338520184100345100001802186700002302204700002202227700002002249700002402269700002202293700002102315700002102336700002202357700002402379700002002403700001502423700002102438700002002459700002002479700002202499700001902521700002102540700001602561700002102577700001902598700002502617700001502642700002402657700001702681700002402698700002002722700002502742700002502767700002002792700002002812700001702832700001702849700002102866700002002887700001902907700001802926700002102944700001702965700001902982700002203001700001903023700002403042700002003066700001603086700002103102700002303123700002003146700002303166700002003189700001903209700001903228700001803247700001803265700002303283700002003306700002103326700002503347856003603372 2016 eng d a1098-227200aAn Empirical Comparison of Joint and Stratified Frameworks for Studying G × E Interactions: Systolic Blood Pressure and Smoking in the CHARGE Gene-Lifestyle Interactions Working Group.0 aEmpirical Comparison of Joint and Stratified Frameworks for Stud c2016 Jul a404-150 v403 a
Studying gene-environment (G × E) interactions is important, as they extend our knowledge of the genetic architecture of complex traits and may help to identify novel variants not detected via analysis of main effects alone. The main statistical framework for studying G × E interactions uses a single regression model that includes both the genetic main and G × E interaction effects (the "joint" framework). The alternative "stratified" framework combines results from genetic main-effect analyses carried out separately within the exposed and unexposed groups. Although there have been several investigations using theory and simulation, an empirical comparison of the two frameworks is lacking. Here, we compare the two frameworks using results from genome-wide association studies of systolic blood pressure for 3.2 million low frequency and 6.5 million common variants across 20 cohorts of European ancestry, comprising 79,731 individuals. Our cohorts have sample sizes ranging from 456 to 22,983 and include both family-based and population-based samples. In cohort-specific analyses, the two frameworks provided similar inference for population-based cohorts. The agreement was reduced for family-based cohorts. In meta-analyses, agreement between the two frameworks was less than that observed in cohort-specific analyses, despite the increased sample size. In meta-analyses, agreement depended on (1) the minor allele frequency, (2) inclusion of family-based cohorts in meta-analysis, and (3) filtering scheme. The stratified framework appears to approximate the joint framework well only for common variants in population-based cohorts. We conclude that the joint framework is the preferred approach and should be used to control false positives when dealing with low-frequency variants and/or family-based cohorts.
1 aSung, Yun, Ju1 aWinkler, Thomas, W1 aManning, Alisa, K1 aAschard, Hugues1 aGudnason, Vilmundur1 aHarris, Tamara, B1 aSmith, Albert, V1 aBoerwinkle, Eric1 aBrown, Michael, R1 aMorrison, Alanna, C1 aFornage, Myriam1 aLin, Li-An1 aRichard, Melissa1 aBartz, Traci, M1 aPsaty, Bruce, M1 aHayward, Caroline1 aPolasek, Ozren1 aMarten, Jonathan1 aRudan, Igor1 aFeitosa, Mary, F1 aKraja, Aldi, T1 aProvince, Michael, A1 aDeng, Xuan1 aFisher, Virginia, A1 aZhou, Yanhua1 aBielak, Lawrence, F1 aSmith, Jennifer1 aHuffman, Jennifer, E1 aPadmanabhan, Sandosh1 aSmith, Blair, H1 aDing, Jingzhong1 aLiu, Yongmei1 aLohman, Kurt1 aBouchard, Claude1 aRankinen, Tuomo1 aRice, Treva, K1 aArnett, Donna1 aSchwander, Karen1 aGuo, Xiuqing1 aPalmas, Walter1 aRotter, Jerome, I1 aAlfred, Tamuno1 aBottinger, Erwin, P1 aLoos, Ruth, J F1 aAmin, Najaf1 aFranco, Oscar, H1 aDuijn, Cornelia, M1 aVojinovic, Dina1 aChasman, Daniel, I1 aRidker, Paul, M1 aRose, Lynda, M1 aKardia, Sharon1 aZhu, Xiaofeng1 aRice, Kenneth1 aBorecki, Ingrid, B1 aRao, Dabeeru, C1 aGauderman, James1 aCupples, Adrienne, L uhttps://chs-nhlbi.org/node/714502913nas a2200397 4500008004100000022001400041245007200055210006900127260001300196300001100209490000700220520179900227100001602026700001902042700001302061700001702074700002302091700002102114700002502135700002102160700001902181700002102200700002102221700002102242700001302263700002502276700002502301700002302326700002502349700002202374700002202396700002202418700002002440700001902460856003602479 2016 eng d a1098-227200aGeneral Framework for Meta-Analysis of Haplotype Association Tests.0 aGeneral Framework for MetaAnalysis of Haplotype Association Test c2016 Apr a244-520 v403 aFor complex traits, most associated single nucleotide variants (SNV) discovered to date have a small effect, and detection of association is only possible with large sample sizes. Because of patient confidentiality concerns, it is often not possible to pool genetic data from multiple cohorts, and meta-analysis has emerged as the method of choice to combine results from multiple studies. Many meta-analysis methods are available for single SNV analyses. As new approaches allow the capture of low frequency and rare genetic variation, it is of interest to jointly consider multiple variants to improve power. However, for the analysis of haplotypes formed by multiple SNVs, meta-analysis remains a challenge, because different haplotypes may be observed across studies. We propose a two-stage meta-analysis approach to combine haplotype analysis results. In the first stage, each cohort estimate haplotype effect sizes in a regression framework, accounting for relatedness among observations if appropriate. For the second stage, we use a multivariate generalized least square meta-analysis approach to combine haplotype effect estimates from multiple cohorts. Haplotype-specific association tests and a global test of independence between haplotypes and traits are obtained within our framework. We demonstrate through simulation studies that we control the type-I error rate, and our approach is more powerful than inverse variance weighted meta-analysis of single SNV analysis when haplotype effects are present. We replicate a published haplotype association between fasting glucose-associated locus (G6PC2) and fasting glucose in seven studies from the Cohorts for Heart and Aging Research in Genomic Epidemiology Consortium and we provide more precise haplotype effect estimates.
1 aWang, Shuai1 aZhao, Jing Hua1 aAn, Ping1 aGuo, Xiuqing1 aJensen, Richard, A1 aMarten, Jonathan1 aHuffman, Jennifer, E1 aMeidtner, Karina1 aBoeing, Heiner1 aCampbell, Archie1 aRice, Kenneth, M1 aScott, Robert, A1 aYao, Jie1 aSchulze, Matthias, B1 aWareham, Nicholas, J1 aBorecki, Ingrid, B1 aProvince, Michael, A1 aRotter, Jerome, I1 aHayward, Caroline1 aGoodarzi, Mark, O1 aMeigs, James, B1 aDupuis, Josée uhttps://chs-nhlbi.org/node/713605818nas a2201705 4500008004100000022001400041245009600055210006900151260001600220300001100236490000700247520107200254100002201326700002301348700002501371700002001396700002501416700002201441700001801463700002201481700002501503700002001528700002301548700002001571700003001591700001901621700002301640700002201663700001701685700001901702700001801721700001901739700001901758700002801777700001601805700002401821700002001845700002401865700002001889700002301909700001801932700001701950700001901967700002701986700001802013700001902031700001702050700001502067700001602082700002102098700002302119700001602142700002202158700002502180700002102205700001802226700002002244700002502264700001302289700002002302700002402322700001802346700002002364700002302384700002302407700002102430700002502451700002402476700001602500700003202516700002002548700002102568700002202589700002402611700002002635700002102655700002502676700001902701700002002720700002802740700001902768700001902787700001702806700002602823700001802849700002202867700001502889700002002904700002702924700001502951700002002966700002102986700001903007700002303026700001903049700002303068700001703091700002003108700002003128700002603148700002203174700002003196700001803216700002103234700002003255700002303275700001703298700001903315700002803334700002003362700001903382700002103401700001903422700001603441700002903457700002103486700002403507700002003531700002003551700002303571700001903594700001803613700002103631700002103652700001903673700002003692700002103712700002003733700002403753700002103777700001903798700002303817700002203840700002103862700001903883700001803902700002003920700002103940700002003961700003003981700002304011700002304034700001904057856003604076 2016 eng d a1460-208300aA meta-analysis of 120 246 individuals identifies 18 new loci for fibrinogen concentration.0 ametaanalysis of 120 246 individuals identifies 18 new loci for f c2016 Jan 15 a358-700 v253 aGenome-wide association studies have previously identified 23 genetic loci associated with circulating fibrinogen concentration. These studies used HapMap imputation and did not examine the X-chromosome. 1000 Genomes imputation provides better coverage of uncommon variants, and includes indels. We conducted a genome-wide association analysis of 34 studies imputed to the 1000 Genomes Project reference panel and including ∼120 000 participants of European ancestry (95 806 participants with data on the X-chromosome). Approximately 10.7 million single-nucleotide polymorphisms and 1.2 million indels were examined. We identified 41 genome-wide significant fibrinogen loci; of which, 18 were newly identified. There were no genome-wide significant signals on the X-chromosome. The lead variants of five significant loci were indels. We further identified six additional independent signals, including three rare variants, at two previously characterized loci: FGB and IRF1. Together the 41 loci explain 3% of the variance in plasma fibrinogen concentration.
1 ade Vries, Paul, S1 aChasman, Daniel, I1 aSabater-Lleal, Maria1 aChen, Ming-Huei1 aHuffman, Jennifer, E1 aSteri, Maristella1 aTang, Weihong1 aTeumer, Alexander1 aMarioni, Riccardo, E1 aGrossmann, Vera1 aHottenga, Jouke, J1 aTrompet, Stella1 aMüller-Nurasyid, Martina1 aZhao, Jing Hua1 aBrody, Jennifer, A1 aKleber, Marcus, E1 aGuo, Xiuqing1 aWang, Jie, Jin1 aAuer, Paul, L1 aAttia, John, R1 aYanek, Lisa, R1 aAhluwalia, Tarunveer, S1 aLahti, Jari1 aVenturini, Cristina1 aTanaka, Toshiko1 aBielak, Lawrence, F1 aJoshi, Peter, K1 aRocanin-Arjo, Ares1 aKolcic, Ivana1 aNavarro, Pau1 aRose, Lynda, M1 aOldmeadow, Christopher1 aRiess, Helene1 aMazur, Johanna1 aBasu, Saonli1 aGoel, Anuj1 aYang, Qiong1 aGhanbari, Mohsen1 aWillemsen, Gonneke1 aRumley, Ann1 aFiorillo, Edoardo1 ade Craen, Anton, J M1 aGrotevendt, Anne1 aScott, Robert1 aTaylor, Kent, D1 aDelgado, Graciela, E1 aYao, Jie1 aKifley, Annette1 aKooperberg, Charles1 aQayyum, Rehan1 aLopez, Lorna, M1 aBerentzen, Tina, L1 aRäikkönen, Katri1 aMangino, Massimo1 aBandinelli, Stefania1 aPeyser, Patricia, A1 aWild, Sarah1 aTrégouët, David-Alexandre1 aWright, Alan, F1 aMarten, Jonathan1 aZemunik, Tatijana1 aMorrison, Alanna, C1 aSennblad, Bengt1 aTofler, Geoffrey1 ade Maat, Moniek, P M1 aGeus, Eco, J C1 aLowe, Gordon, D1 aZoledziewska, Magdalena1 aSattar, Naveed1 aBinder, Harald1 aVölker, Uwe1 aWaldenberger, Melanie1 aKhaw, Kay-Tee1 aMcKnight, Barbara1 aHuang, Jie1 aJenny, Nancy, S1 aHolliday, Elizabeth, G1 aQi, Lihong1 aMcevoy, Mark, G1 aBecker, Diane, M1 aStarr, John, M1 aSarin, Antti-Pekka1 aHysi, Pirro, G1 aHernandez, Dena, G1 aJhun, Min, A1 aCampbell, Harry1 aHamsten, Anders1 aRivadeneira, Fernando1 aMcArdle, Wendy, L1 aSlagboom, Eline1 aZeller, Tanja1 aKoenig, Wolfgang1 aPsaty, Bruce, M1 aHaritunians, Talin1 aLiu, Jingmin1 aPalotie, Aarno1 aUitterlinden, André, G1 aStott, David, J1 aHofman, Albert1 aFranco, Oscar, H1 aPolasek, Ozren1 aRudan, Igor1 aMorange, Pierre-Emmanuel1 aWilson, James, F1 aKardia, Sharon, L R1 aFerrucci, Luigi1 aSpector, Tim, D1 aEriksson, Johan, G1 aHansen, Torben1 aDeary, Ian, J1 aBecker, Lewis, C1 aScott, Rodney, J1 aMitchell, Paul1 aMärz, Winfried1 aWareham, Nick, J1 aPeters, Annette1 aGreinacher, Andreas1 aWild, Philipp, S1 aJukema, Wouter1 aBoomsma, Dorret, I1 aHayward, Caroline1 aCucca, Francesco1 aTracy, Russell1 aWatkins, Hugh1 aReiner, Alex, P1 aFolsom, Aaron, R1 aRidker, Paul, M1 aO'Donnell, Christopher, J1 aSmith, Nicholas, L1 aStrachan, David, P1 aDehghan, Abbas uhttps://chs-nhlbi.org/node/693604981nas a2201333 4500008004100000022001400041245015700055210006900212260001300281300001000294490000700304520112400311100003001435700001601465700001901481700002501500700002101525700002101546700002101567700002301588700002001611700001501631700002101646700002401667700001701691700001901708700001801727700001801745700002001763700002001783700001801803700002501821700002801846700002201874700001801896700002701914700002801941700001901969700002101988700001902009700002102028700001902049700002602068700002302094700002802117700002602145700002102171700002202192700002502214700002302239700002102262700002202283700001902305700001802324700002002342700002102362700001602383700001802399700001702417700002202434700002002456700002102476700002202497700002002519700002202539700002002561700002002581700002102601700002702622700002302649700002302672700001402695700002302709700002802732700002302760700002202783700001702805700002402822700002302846700002502869700002602894700002302920700002002943700002902963700002002992700002303012700002003035700002203055700001803077700001503095700001903110700002903129700002303158700002203181700001903203700002003222700002603242700002203268700001903290700002203309700002103331700002103352700002403373700002103397700002003418700002303438700002103461700002203482700002503504700002303529710002703552710003203579856003603611 2016 eng d a1468-624400aMeta-analysis of 49 549 individuals imputed with the 1000 Genomes Project reveals an exonic damaging variant in ANGPTL4 determining fasting TG levels.0 aMetaanalysis of 49 549 individuals imputed with the 1000 Genomes c2016 Jul a441-90 v533 aBACKGROUND: So far, more than 170 loci have been associated with circulating lipid levels through genome-wide association studies (GWAS). These associations are largely driven by common variants, their function is often not known, and many are likely to be markers for the causal variants. In this study we aimed to identify more new rare and low-frequency functional variants associated with circulating lipid levels.
METHODS: We used the 1000 Genomes Project as a reference panel for the imputations of GWAS data from ∼60 000 individuals in the discovery stage and ∼90 000 samples in the replication stage.
RESULTS: Our study resulted in the identification of five new associations with circulating lipid levels at four loci. All four loci are within genes that can be linked biologically to lipid metabolism. One of the variants, rs116843064, is a damaging missense variant within the ANGPTL4 gene.
CONCLUSIONS: This study illustrates that GWAS with high-scale imputation may still help us unravel the biological mechanism behind circulating lipid levels.
1 avan Leeuwen, Elisabeth, M1 aSabo, Aniko1 aBis, Joshua, C1 aHuffman, Jennifer, E1 aManichaikul, Ani1 aSmith, Albert, V1 aFeitosa, Mary, F1 aDemissie, Serkalem1 aJoshi, Peter, K1 aDuan, Qing1 aMarten, Jonathan1 avan Klinken, Jan, B1 aSurakka, Ida1 aNolte, Ilja, M1 aZhang, Weihua1 aMbarek, Hamdi1 aLi-Gao, Ruifang1 aTrompet, Stella1 aVerweij, Niek1 aEvangelou, Evangelos1 aLyytikäinen, Leo-Pekka1 aTayo, Bamidele, O1 aDeelen, Joris1 avan der Most, Peter, J1 avan der Laan, Sander, W1 aArking, Dan, E1 aMorrison, Alanna1 aDehghan, Abbas1 aFranco, Oscar, H1 aHofman, Albert1 aRivadeneira, Fernando1 aSijbrands, Eric, J1 aUitterlinden, André, G1 aMychaleckyj, Josyf, C1 aCampbell, Archie1 aHocking, Lynne, J1 aPadmanabhan, Sandosh1 aBrody, Jennifer, A1 aRice, Kenneth, M1 aWhite, Charles, C1 aHarris, Tamara1 aIsaacs, Aaron1 aCampbell, Harry1 aLange, Leslie, A1 aRudan, Igor1 aKolcic, Ivana1 aNavarro, Pau1 aZemunik, Tatijana1 aSalomaa, Veikko1 aKooner, Angad, S1 aKooner, Jaspal, S1 aLehne, Benjamin1 aScott, William, R1 aTan, Sian-Tsung1 ade Geus, Eco, J1 aMilaneschi, Yuri1 aPenninx, Brenda, W J H1 aWillemsen, Gonneke1 ade Mutsert, Renée1 aFord, Ian1 aGansevoort, Ron, T1 aSegura-Lepe, Marcelo, P1 aRaitakari, Olli, T1 aViikari, Jorma, S1 aNikus, Kjell1 aForrester, Terrence1 aMcKenzie, Colin, A1 ade Craen, Anton, J M1 ade Ruijter, Hester, M1 aPasterkamp, Gerard1 aSnieder, Harold1 aOldehinkel, Albertine, J1 aSlagboom, Eline1 aCooper, Richard, S1 aKähönen, Mika1 aLehtimäki, Terho1 aElliott, Paul1 aHarst, Pim1 aJukema, Wouter1 aMook-Kanamori, Dennis, O1 aBoomsma, Dorret, I1 aChambers, John, C1 aSwertz, Morris1 aRipatti, Samuli1 avan Dijk, Ko, Willems1 aVitart, Veronique1 aPolasek, Ozren1 aHayward, Caroline1 aWilson, James, G1 aWilson, James, F1 aGudnason, Vilmundur1 aRich, Stephen, S1 aPsaty, Bruce, M1 aBorecki, Ingrid, B1 aBoerwinkle, Eric1 aRotter, Jerome, I1 aCupples, Adrienne, L1 aDuijn, Cornelia, M1 aLifeLines Cohort Study1 aCHARGE Lipids Working Group uhttps://chs-nhlbi.org/node/701106088nas a2201561 4500008004100000022001400041245007200055210006900127260001600196520173100212100002801943700002101971700002401992700001802016700002002034700002202054700002502076700001602101700001802117700001802135700001802153700002002171700002002191700001502211700002302226700003002249700001902279700001302298700002102311700002802332700002002360700002402380700002002404700001902424700001802443700002102461700002102482700002102503700001702524700002202541700001902563700001902582700002002601700002502621700002302646700002202669700002402691700002102715700002402736700002202760700002202782700001702804700002302821700001902844700002202863700002302885700001902908700002002927700002002947700002402967700001802991700002203009700001203031700001303043700002103056700001503077700002503092700002103117700002203138700002103160700002203181700002703203700001703230700002503247700002003272700002303292700001803315700002003333700001503353700002303368700002603391700002203417700001603439700001903455700001703474700002203491700002403513700002403537700002203561700002603583700002003609700002103629700002403650700002103674700001803695700002403713700001703737700002603754700001603780700002803796700001903824700001903843700002103862700002003883700002303903700002403926700001903950700002703969700002203996700002204018700002404040700001804064700002204082700001904104700002204123700002304145700002304168700001804191700002904209700002004238700001904258700002204277700001804299700002404317700002204341700001904363700002404382700001504406700002204421700002304443700002404466856003604490 2017 eng d a1460-208300aDiscovery of novel heart rate-associated loci using the Exome Chip.0 aDiscovery of novel heart rateassociated loci using the Exome Chi c2017 Apr 033 aBackground Resting heart rate is a heritable trait, and an increase in heart rate is associated with increased mortality risk. GWAS analyses have found loci associated with resting heart rate, at the time of our study these loci explained 0.9% of the variation.Aim To discover new genetic loci associated with heart rate from Exome Chip meta-analyses.Methods Heart rate was measured from either elecrtrocardiograms or pulse recordings. We meta-analysed heart rate association results from 104,452 European-ancestry individuals from 30 cohorts, genotyped using the Exome Chip. Twenty-four variants were selected for follow-up in an independent dataset (UK Biobank, N = 134,251). Conditional and gene-based testing was undertaken, and variants were investigated with bioinformatics methods.Results We discovered five novel heart rate loci, and one new independent low-frequency non-synonymous variant in an established heart rate locus (KIAA1755). Lead variants in four of the novel loci are non-synonymous variants in the genes C10orf71, DALDR3, TESK2, SEC31B. The variant at SEC31B is significantly associated with SEC31B expression in heart and tibial nerve tissue. Further candidate genes were detected from long range regulatory chromatin interactions in heart tissue (SCD, SLF2, MAPK8). We observed significant enrichment in DNase I hypersensitive sites in fetal heart and lung. Moreover, enrichment was seen for the first time in human neuronal progenitor cells (derived from embryonic stem cells) and fetal muscle samples by including our novel variants.Conclusion Our findings advance the knowledge of the genetic architecture of heart rate, and indicate new candidate genes for follow-up functional studies.
1 avan den Berg, Marten, E1 aWarren, Helen, R1 aCabrera, Claudia, P1 aVerweij, Niek1 aMifsud, Borbala1 aHaessler, Jeffrey1 aBihlmeyer, Nathan, A1 aFu, Yi-Ping1 aWeiss, Stefan1 aLin, Henry, J1 aGrarup, Niels1 aLi-Gao, Ruifang1 aPistis, Giorgio1 aShah, Nabi1 aBrody, Jennifer, A1 aMüller-Nurasyid, Martina1 aLin, Honghuang1 aMei, Hao1 aSmith, Albert, V1 aLyytikäinen, Leo-Pekka1 aHall, Leanne, M1 avan Setten, Jessica1 aTrompet, Stella1 aPrins, Bram, P1 aIsaacs, Aaron1 aRadmanesh, Farid1 aMarten, Jonathan1 aEntwistle, Aiman1 aKors, Jan, A1 aSilva, Claudia, T1 aAlonso, Alvaro1 aBis, Joshua, C1 ade Boer, Rudolf1 ade Haan, Hugoline, G1 ade Mutsert, Renée1 aDedoussis, George1 aDominiczak, Anna, F1 aDoney, Alex, S F1 aEllinor, Patrick, T1 aEppinga, Ruben, N1 aFelix, Stephan, B1 aGuo, Xiuqing1 aHagemeijer, Yanick1 aHansen, Torben1 aHarris, Tamara, B1 aHeckbert, Susan, R1 aHuang, Paul, L1 aHwang, Shih-Jen1 aKähönen, Mika1 aKanters, Jørgen, K1 aKolcic, Ivana1 aLauner, Lenore, J1 aLi, Man1 aYao, Jie1 aLinneberg, Allan1 aLiu, Simin1 aMacfarlane, Peter, W1 aMangino, Massimo1 aMorris, Andrew, D1 aMulas, Antonella1 aMurray, Alison, D1 aNelson, Christopher, P1 aOrrù, Marco1 aPadmanabhan, Sandosh1 aPeters, Annette1 aPorteous, David, J1 aPoulter, Neil1 aPsaty, Bruce, M1 aQi, Lihong1 aRaitakari, Olli, T1 aRivadeneira, Fernando1 aRoselli, Carolina1 aRudan, Igor1 aSattar, Naveed1 aSever, Peter1 aSinner, Moritz, F1 aSoliman, Elsayed, Z1 aSpector, Timothy, D1 aStanton, Alice, V1 aStirrups, Kathleen, E1 aTaylor, Kent, D1 aTobin, Martin, D1 aUitterlinden, Andre1 aVaartjes, Ilonca1 aHoes, Arno, W1 avan der Meer, Peter1 aVölker, Uwe1 aWaldenberger, Melanie1 aXie, Zhijun1 aZoledziewska, Magdalena1 aTinker, Andrew1 aPolasek, Ozren1 aRosand, Jonathan1 aJamshidi, Yalda1 aDuijn, Cornelia, M1 aZeggini, Eleftheria1 aJukema, Wouter1 aAsselbergs, Folkert, W1 aSamani, Nilesh, J1 aLehtimäki, Terho1 aGudnason, Vilmundur1 aWilson, James1 aLubitz, Steven, A1 aKääb, Stefan1 aSotoodehnia, Nona1 aCaulfield, Mark, J1 aPalmer, Colin, N A1 aSanna, Serena1 aMook-Kanamori, Dennis, O1 aDeloukas, Panos1 aPedersen, Oluf1 aRotter, Jerome, I1 aDörr, Marcus1 aO'Donnell, Chris, J1 aHayward, Caroline1 aArking, Dan, E1 aKooperberg, Charles1 aHarst, Pim1 aEijgelsheim, Mark1 aStricker, Bruno, H1 aMunroe, Patricia, B uhttps://chs-nhlbi.org/node/736309467nas a2203025 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2017 eng d a1524-456300aNovel Blood Pressure Locus and Gene Discovery Using Genome-Wide Association Study and Expression Data Sets From Blood and the Kidney.0 aNovel Blood Pressure Locus and Gene Discovery Using GenomeWide A c2017 Jul 243 aElevated blood pressure is a major risk factor for cardiovascular disease and has a substantial genetic contribution. Genetic variation influencing blood pressure has the potential to identify new pharmacological targets for the treatment of hypertension. To discover additional novel blood pressure loci, we used 1000 Genomes Project-based imputation in 150 134 European ancestry individuals and sought significant evidence for independent replication in a further 228 245 individuals. We report 6 new signals of association in or near HSPB7, TNXB, LRP12, LOC283335, SEPT9, and AKT2, and provide new replication evidence for a further 2 signals in EBF2 and NFKBIA Combining large whole-blood gene expression resources totaling 12 607 individuals, we investigated all novel and previously reported signals and identified 48 genes with evidence for involvement in blood pressure regulation that are significant in multiple resources. Three novel kidney-specific signals were also detected. These robustly implicated genes may provide new leads for therapeutic innovation.
1 aWain, Louise, V1 aVaez, Ahmad1 aJansen, Rick1 aJoehanes, Roby1 avan der Most, Peter, J1 aErzurumluoglu, Mesut1 aO'Reilly, Paul, F1 aCabrera, Claudia, P1 aWarren, Helen, R1 aRose, Lynda, M1 aVerwoert, Germaine, C1 aHottenga, Jouke-Jan1 aStrawbridge, Rona, J1 aEsko, Tõnu1 aArking, Dan, E1 aHwang, Shih-Jen1 aGuo, Xiuqing1 aKutalik, Zoltán1 aTrompet, Stella1 aShrine, Nick1 aTeumer, Alexander1 aRied, Janina, S1 aBis, Joshua, C1 aSmith, Albert, V1 aAmin, Najaf1 aNolte, Ilja, M1 aLyytikäinen, Leo-Pekka1 aMahajan, Anubha1 aWareham, Nicholas, J1 aHofer, Edith1 aJoshi, Peter, K1 aKristiansson, Kati1 aTraglia, Michela1 aHavulinna, Aki, S1 aGoel, Anuj1 aNalls, Mike, A1 aSõber, Siim1 aVuckovic, Dragana1 aLuan, Jian'an1 aM, Fabiola, del Greco1 aAyers, Kristin, L1 aMarrugat, Jaume1 aRuggiero, Daniela1 aLopez, Lorna, M1 aNiiranen, Teemu1 aEnroth, Stefan1 aJackson, Anne, U1 aNelson, Christopher, P1 aHuffman, Jennifer, E1 aZhang, Weihua1 aMarten, Jonathan1 aGandin, Ilaria1 aHarris, Sarah, E1 aZemunik, Tatijana1 aLu, Yingchang1 aEvangelou, Evangelos1 aShah, Nabi1 ade Borst, Martin, H1 aMangino, Massimo1 aPrins, Bram, P1 aCampbell, Archie1 aLi-Gao, Ruifang1 aChauhan, Ganesh1 aOldmeadow, Christopher1 aAbecasis, Goncalo1 aAbedi, Maryam1 aBarbieri, Caterina, M1 aBarnes, Michael, R1 aBatini, Chiara1 aBeilby, John1 aBlake, Tineka1 aBoehnke, Michael1 aBottinger, Erwin, P1 aBraund, Peter, S1 aBrown, Morris1 aBrumat, Marco1 aCampbell, Harry1 aChambers, John, C1 aCocca, Massimiliano1 aCollins, Francis1 aConnell, John1 aCordell, Heather, J1 aDamman, Jeffrey, J1 aDavies, Gail1 ade Geus, Eco, J1 ade Mutsert, Renée1 aDeelen, Joris1 aDemirkale, Yusuf1 aDoney, Alex, S F1 aDörr, Marcus1 aFarrall, Martin1 aFerreira, Teresa1 aFrånberg, Mattias1 aGao, He1 aGiedraitis, Vilmantas1 aGieger, Christian1 aGiulianini, Franco1 aGow, Alan, J1 aHamsten, Anders1 aHarris, Tamara, B1 aHofman, Albert1 aHolliday, Elizabeth, G1 aHui, Jennie1 aJarvelin, Marjo-Riitta1 aJohansson, Asa1 aJohnson, Andrew, D1 aJousilahti, Pekka1 aJula, Antti1 aKähönen, Mika1 aKathiresan, Sekar1 aKhaw, Kay-Tee1 aKolcic, Ivana1 aKoskinen, Seppo1 aLangenberg, Claudia1 aLarson, Marty1 aLauner, Lenore, J1 aLehne, Benjamin1 aLiewald, David, C M1 aLin, Li1 aLind, Lars1 aMach, François1 aMamasoula, Chrysovalanto1 aMenni, Cristina1 aMifsud, Borbala1 aMilaneschi, Yuri1 aMorgan, Anna1 aMorris, Andrew, D1 aMorrison, Alanna, C1 aMunson, Peter, J1 aNandakumar, Priyanka1 aNguyen, Quang, Tri1 aNutile, Teresa1 aOldehinkel, Albertine, J1 aOostra, Ben, A1 aOrg, Elin1 aPadmanabhan, Sandosh1 aPalotie, Aarno1 aParé, Guillaume1 aPattie, Alison1 aPenninx, Brenda, W J H1 aPoulter, Neil1 aPramstaller, Peter, P1 aRaitakari, Olli, T1 aRen, Meixia1 aRice, Kenneth1 aRidker, Paul, M1 aRiese, Harriëtte1 aRipatti, Samuli1 aRobino, Antonietta1 aRotter, Jerome, I1 aRudan, Igor1 aSaba, Yasaman1 aPierre, Aude, Saint1 aSala, Cinzia, F1 aSarin, Antti-Pekka1 aSchmidt, Reinhold1 aScott, Rodney1 aSeelen, Marc, A1 aShields, Denis, C1 aSiscovick, David1 aSorice, Rossella1 aStanton, Alice1 aStott, David, J1 aSundström, Johan1 aSwertz, Morris1 aTaylor, Kent, D1 aThom, Simon1 aTzoulaki, Ioanna1 aTzourio, Christophe1 aUitterlinden, André, G1 aVölker, Uwe1 aVollenweider, Peter1 aWild, Sarah1 aWillemsen, Gonneke1 aWright, Alan, F1 aYao, Jie1 aThériault, Sébastien1 aConen, David1 aAttia, John1 aSever, Peter1 aDebette, Stephanie1 aMook-Kanamori, Dennis, O1 aZeggini, Eleftheria1 aSpector, Tim, D1 aHarst, Pim1 aPalmer, Colin, N A1 aVergnaud, Anne-Claire1 aLoos, Ruth, J F1 aPolasek, Ozren1 aStarr, John, M1 aGirotto, Giorgia1 aHayward, Caroline1 aKooner, Jaspal, S1 aLindgren, Cecila, M1 aVitart, Veronique1 aSamani, Nilesh, J1 aTuomilehto, Jaakko1 aGyllensten, Ulf1 aKnekt, Paul1 aDeary, Ian, J1 aCiullo, Marina1 aElosua, Roberto1 aKeavney, Bernard, D1 aHicks, Andrew, A1 aScott, Robert, A1 aGasparini, Paolo1 aLaan, Maris1 aLiu, Yongmei1 aWatkins, Hugh1 aHartman, Catharina, A1 aSalomaa, Veikko1 aToniolo, Daniela1 aPerola, Markus1 aWilson, James, F1 aSchmidt, Helena1 aZhao, Jing Hua1 aLehtimäki, Terho1 aDuijn, Cornelia, M1 aGudnason, Vilmundur1 aPsaty, Bruce, M1 aPeters, Annette1 aRettig, Rainer1 aJames, Alan1 aJukema, Wouter1 aStrachan, David, P1 aPalmas, Walter1 aMetspalu, Andres1 aIngelsson, Erik1 aBoomsma, Dorret, I1 aFranco, Oscar, H1 aBochud, Murielle1 aNewton-Cheh, Christopher1 aMunroe, Patricia, B1 aElliott, Paul1 aChasman, Daniel, I1 aChakravarti, Aravinda1 aKnight, Joanne1 aMorris, Andrew, P1 aLevy, Daniel1 aTobin, Martin, D1 aSnieder, Harold1 aCaulfield, Mark, J1 aEhret, Georg, B uhttps://chs-nhlbi.org/node/749205196nas a2201345 4500008004100000022001400041245009400055210006900149260001300218300001200231490000700243520143500250100001901685700002401704700002101728700002501749700002101774700002301795700002101818700001701839700001801856700003001874700002001904700001801924700001801942700002001960700002801980700002102008700001802029700001902047700002202066700002802088700001302116700002202129700002202151700001202173700001902185700002402204700002102228700001902249700001802268700002402286700002002310700001702330700002202347700002202369700001902391700002102410700002402431700001702455700001602472700001902488700002202507700002702529700002402556700002202580700002402602700002002626700002602646700002202672700002302694700001902717700002102736700001602757700002302773700002402796700001302820700001702833700002002850700002202870700002202892700002902914700002002943700002602963700002402989700002203013700002503035700002003060700001903080700002203099700001803121700001703139700002103156700002403177700002103201700001703222700002003239700002303259700002403282700001903306700002403325700002003349700002303369700002403392700002103416700002203437700001903459700001903478700001903497700001503516700002303531700001903554700002303573700002203596700001803618700002003636700002703656700002403683700002203707700002103729700002403750700002203774700001803796856003603814 2018 eng d a2574-830000aCommon and Rare Coding Genetic Variation Underlying the Electrocardiographic PR Interval.0 aCommon and Rare Coding Genetic Variation Underlying the Electroc c2018 May ae0020370 v113 aBACKGROUND: Electrical conduction from the cardiac sinoatrial node to the ventricles is critical for normal heart function. Genome-wide association studies have identified more than a dozen common genetic loci that are associated with PR interval. However, it is unclear whether rare and low-frequency variants also contribute to PR interval heritability.
METHODS: We performed large-scale meta-analyses of the PR interval that included 83 367 participants of European ancestry and 9436 of African ancestry. We examined both common and rare variants associated with the PR interval.
RESULTS: We identified 31 genetic loci that were significantly associated with PR interval after Bonferroni correction (<1.2×10), including 11 novel loci that have not been reported previously. Many of these loci are involved in heart morphogenesis. In gene-based analysis, we found that multiple rare variants at (=5.9×10) and (=1.1×10) were associated with PR interval. locus also was implicated in the common variant analysis, whereas was a novel locus.
CONCLUSIONS: We identified common variants at 11 novel loci and rare variants within 2 gene regions that were significantly associated with PR interval. Our findings provide novel insights to the current understanding of atrioventricular conduction, which is critical for cardiac activity and an important determinant of health.
1 aLin, Honghuang1 avan Setten, Jessica1 aSmith, Albert, V1 aBihlmeyer, Nathan, A1 aWarren, Helen, R1 aBrody, Jennifer, A1 aRadmanesh, Farid1 aHall, Leanne1 aGrarup, Niels1 aMüller-Nurasyid, Martina1 aBoutin, Thibaud1 aVerweij, Niek1 aLin, Henry, J1 aLi-Gao, Ruifang1 avan den Berg, Marten, E1 aMarten, Jonathan1 aWeiss, Stefan1 aPrins, Bram, P1 aHaessler, Jeffrey1 aLyytikäinen, Leo-Pekka1 aMei, Hao1 aHarris, Tamara, B1 aLauner, Lenore, J1 aLi, Man1 aAlonso, Alvaro1 aSoliman, Elsayed, Z1 aConnell, John, M1 aHuang, Paul, L1 aWeng, Lu-Chen1 aJameson, Heather, S1 aHucker, William1 aHanley, Alan1 aTucker, Nathan, R1 aChen, Yii-Der Ida1 aBis, Joshua, C1 aRice, Kenneth, M1 aSitlani, Colleen, M1 aKors, Jan, A1 aXie, Zhijun1 aWen, Chengping1 aMagnani, Jared, W1 aNelson, Christopher, P1 aKanters, Jørgen, K1 aSinner, Moritz, F1 aStrauch, Konstantin1 aPeters, Annette1 aWaldenberger, Melanie1 aMeitinger, Thomas1 aBork-Jensen, Jette1 aPedersen, Oluf1 aLinneberg, Allan1 aRudan, Igor1 ade Boer, Rudolf, A1 avan der Meer, Peter1 aYao, Jie1 aGuo, Xiuqing1 aTaylor, Kent, D1 aSotoodehnia, Nona1 aRotter, Jerome, I1 aMook-Kanamori, Dennis, O1 aTrompet, Stella1 aRivadeneira, Fernando1 aUitterlinden, Andre1 aEijgelsheim, Mark1 aPadmanabhan, Sandosh1 aSmith, Blair, H1 aVölzke, Henry1 aFelix, Stephan, B1 aHomuth, Georg1 aVölker, Uwe1 aMangino, Massimo1 aSpector, Timothy, D1 aBots, Michiel, L1 aPerez, Marco1 aKähönen, Mika1 aRaitakari, Olli, T1 aGudnason, Vilmundur1 aArking, Dan, E1 aMunroe, Patricia, B1 aPsaty, Bruce, M1 aDuijn, Cornelia, M1 aBenjamin, Emelia, J1 aRosand, Jonathan1 aSamani, Nilesh, J1 aHansen, Torben1 aKääb, Stefan1 aPolasek, Ozren1 aHarst, Pim1 aHeckbert, Susan, R1 aJukema, Wouter1 aStricker, Bruno, H1 aHayward, Caroline1 aDörr, Marcus1 aJamshidi, Yalda1 aAsselbergs, Folkert, W1 aKooperberg, Charles1 aLehtimäki, Terho1 aWilson, James, G1 aEllinor, Patrick, T1 aLubitz, Steven, A1 aIsaacs, Aaron uhttps://chs-nhlbi.org/node/780105658nas a2201489 4500008004100000022001400041245010600055210006900161260001500230300000700245490000700252520146500259100001901724700002101743700002301764700002701787700001901814700002501833700002501858700002301883700002501906700002901931700002201960700002301982700001702005700001702022700001802039700002202057700002002079700002102099700001802120700002002138700001902158700001802177700002802195700002102223700001302244700003002257700001902287700002502306700002102331700001902352700002302371700002002394700002402414700002102438700001802459700002102477700001802498700001902516700002002535700002102555700002302576700002402599700002202623700002402645700001702669700002202686700002202708700002202730700002302752700001902775700001702794700002002811700001702831700002202848700002202870700001202892700002102904700002702925700001902952700001702971700002002988700001903008700002003027700002303047700002103070700002203091700002203113700002403135700002003159700002403179700002803203700001903231700002003250700002403270700002103294700002403315700001703339700001903356700002603375700002103401700001603422700002703438700001803465700002303483700002103506700002803527700002403555700001903579700001903598700002403617700002403641700002203665700001803687700002203705700002903727700002403756700003203780700002103812700001603833700002203849700002403871700002003895700001603915700002303931700001803954700002203972700002003994700001504014700002104029700002404050700001904074700001904093700002004112856003604132 2018 eng d a1474-760X00aExome-chip meta-analysis identifies novel loci associated with cardiac conduction, including ADAMTS6.0 aExomechip metaanalysis identifies novel loci associated with car c2018 07 17 a870 v193 aBACKGROUND: Genome-wide association studies conducted on QRS duration, an electrocardiographic measurement associated with heart failure and sudden cardiac death, have led to novel biological insights into cardiac function. However, the variants identified fall predominantly in non-coding regions and their underlying mechanisms remain unclear.
RESULTS: Here, we identify putative functional coding variation associated with changes in the QRS interval duration by combining Illumina HumanExome BeadChip genotype data from 77,898 participants of European ancestry and 7695 of African descent in our discovery cohort, followed by replication in 111,874 individuals of European ancestry from the UK Biobank and deCODE cohorts. We identify ten novel loci, seven within coding regions, including ADAMTS6, significantly associated with QRS duration in gene-based analyses. ADAMTS6 encodes a secreted metalloprotease of currently unknown function. In vitro validation analysis shows that the QRS-associated variants lead to impaired ADAMTS6 secretion and loss-of function analysis in mice demonstrates a previously unappreciated role for ADAMTS6 in connexin 43 gap junction expression, which is essential for myocardial conduction.
CONCLUSIONS: Our approach identifies novel coding and non-coding variants underlying ventricular depolarization and provides a possible mechanism for the ADAMTS6-associated conduction changes.
1 aPrins, Bram, P1 aMead, Timothy, J1 aBrody, Jennifer, A1 aSveinbjornsson, Gardar1 aNtalla, Ioanna1 aBihlmeyer, Nathan, A1 avan den Berg, Marten1 aBork-Jensen, Jette1 aCappellani, Stefania1 aVan Duijvenboden, Stefan1 aKlena, Nikolai, T1 aGabriel, George, C1 aLiu, Xiaoqin1 aGulec, Cagri1 aGrarup, Niels1 aHaessler, Jeffrey1 aHall, Leanne, M1 aIorio, Annamaria1 aIsaacs, Aaron1 aLi-Gao, Ruifang1 aLin, Honghuang1 aLiu, Ching-Ti1 aLyytikäinen, Leo-Pekka1 aMarten, Jonathan1 aMei, Hao1 aMüller-Nurasyid, Martina1 aOrini, Michele1 aPadmanabhan, Sandosh1 aRadmanesh, Farid1 aRamirez, Julia1 aRobino, Antonietta1 aSchwartz, Molly1 avan Setten, Jessica1 aSmith, Albert, V1 aVerweij, Niek1 aWarren, Helen, R1 aWeiss, Stefan1 aAlonso, Alvaro1 aArnar, David, O1 aBots, Michiel, L1 ade Boer, Rudolf, A1 aDominiczak, Anna, F1 aEijgelsheim, Mark1 aEllinor, Patrick, T1 aGuo, Xiuqing1 aFelix, Stephan, B1 aHarris, Tamara, B1 aHayward, Caroline1 aHeckbert, Susan, R1 aHuang, Paul, L1 aJukema, J, W1 aKähönen, Mika1 aKors, Jan, A1 aLambiase, Pier, D1 aLauner, Lenore, J1 aLi, Man1 aLinneberg, Allan1 aNelson, Christopher, P1 aPedersen, Oluf1 aPerez, Marco1 aPeters, Annette1 aPolasek, Ozren1 aPsaty, Bruce, M1 aRaitakari, Olli, T1 aRice, Kenneth, M1 aRotter, Jerome, I1 aSinner, Moritz, F1 aSoliman, Elsayed, Z1 aSpector, Tim, D1 aStrauch, Konstantin1 aThorsteinsdottir, Unnur1 aTinker, Andrew1 aTrompet, Stella1 aUitterlinden, Andre1 aVaartjes, Ilonca1 avan der Meer, Peter1 aVölker, Uwe1 aVölzke, Henry1 aWaldenberger, Melanie1 aWilson, James, G1 aXie, Zhijun1 aAsselbergs, Folkert, W1 aDörr, Marcus1 aDuijn, Cornelia, M1 aGasparini, Paolo1 aGudbjartsson, Daniel, F1 aGudnason, Vilmundur1 aHansen, Torben1 aKääb, Stefan1 aKanters, Jørgen, K1 aKooperberg, Charles1 aLehtimäki, Terho1 aLin, Henry, J1 aLubitz, Steven, A1 aMook-Kanamori, Dennis, O1 aConti, Francesco, J1 aNewton-Cheh, Christopher, H1 aRosand, Jonathan1 aRudan, Igor1 aSamani, Nilesh, J1 aSinagra, Gianfranco1 aSmith, Blair, H1 aHolm, Hilma1 aStricker, Bruno, H1 aUlivi, Sheila1 aSotoodehnia, Nona1 aApte, Suneel, S1 aHarst, Pim1 aStefansson, Kari1 aMunroe, Patricia, B1 aArking, Dan, E1 aLo, Cecilia, W1 aJamshidi, Yalda uhttps://chs-nhlbi.org/node/780905298nas a2201333 4500008004100000022001400041245011200055210006900167260001300236300001200249490000700261520154600268100002501814700002301839700002601862700002101888700001901909700001801928700001801946700002101964700002101985700002002006700001802026700001302044700003002057700002502087700001802112700001702130700001302147700002002160700002502180700001802205700001902223700002402242700002202266700002802288700001202316700001902328700002402347700001902371700001602390700002202406700002002428700002302448700002202471700002502493700002102518700001902539700001602558700002402574700001702598700002102615700002202636700002702658700002102685700002302706700001902729700001902748700002102767700002202788700002002810700002602830700002202856700002002878700001802898700001602916700002302932700002402955700001802979700002002997700002303017700002003040700001903060700001803079700002503097700002603122700002403148700001703172700001803189700001903207700002203226700002103248700002403269700002103293700001703314700002303331700002003354700001803374700002403392700002403416700002203440700002303462700003203485700002203517700002103539700002203560700002403582700002103606700001903627700001903646700001503665700002303680700002203703700002903725700002203754700001803776700002003794700002703814700002403841700002203865700001903887700002203906856003603928 2018 eng d a2574-830000aExomeChip-Wide Analysis of 95 626 Individuals Identifies 10 Novel Loci Associated With QT and JT Intervals.0 aExomeChipWide Analysis of 95 626 Individuals Identifies 10 Novel c2018 Jan ae0017580 v113 aBACKGROUND: QT interval, measured through a standard ECG, captures the time it takes for the cardiac ventricles to depolarize and repolarize. JT interval is the component of the QT interval that reflects ventricular repolarization alone. Prolonged QT interval has been linked to higher risk of sudden cardiac arrest.
METHODS AND RESULTS: We performed an ExomeChip-wide analysis for both QT and JT intervals, including 209 449 variants, both common and rare, in 17 341 genes from the Illumina Infinium HumanExome BeadChip. We identified 10 loci that modulate QT and JT interval duration that have not been previously reported in the literature using single-variant statistical models in a meta-analysis of 95 626 individuals from 23 cohorts (comprised 83 884 European ancestry individuals, 9610 blacks, 1382 Hispanics, and 750 Asians). This brings the total number of ventricular repolarization associated loci to 45. In addition, our approach of using coding variants has highlighted the role of 17 specific genes for involvement in ventricular repolarization, 7 of which are in novel loci.
CONCLUSIONS: Our analyses show a role for myocyte internal structure and interconnections in modulating QT interval duration, adding to previous known roles of potassium, sodium, and calcium ion regulation, as well as autonomic control. We anticipate that these discoveries will open new paths to the goal of making novel remedies for the prevention of lethal ventricular arrhythmias and sudden cardiac arrest.
1 aBihlmeyer, Nathan, A1 aBrody, Jennifer, A1 aSmith, Albert, Vernon1 aWarren, Helen, R1 aLin, Honghuang1 aIsaacs, Aaron1 aLiu, Ching-Ti1 aMarten, Jonathan1 aRadmanesh, Farid1 aHall, Leanne, M1 aGrarup, Niels1 aMei, Hao1 aMüller-Nurasyid, Martina1 aHuffman, Jennifer, E1 aVerweij, Niek1 aGuo, Xiuqing1 aYao, Jie1 aLi-Gao, Ruifang1 avan den Berg, Marten1 aWeiss, Stefan1 aPrins, Bram, P1 avan Setten, Jessica1 aHaessler, Jeffrey1 aLyytikäinen, Leo-Pekka1 aLi, Man1 aAlonso, Alvaro1 aSoliman, Elsayed, Z1 aBis, Joshua, C1 aAustin, Tom1 aChen, Yii-Der Ida1 aPsaty, Bruce, M1 aHarrris, Tamara, B1 aLauner, Lenore, J1 aPadmanabhan, Sandosh1 aDominiczak, Anna1 aHuang, Paul, L1 aXie, Zhijun1 aEllinor, Patrick, T1 aKors, Jan, A1 aCampbell, Archie1 aMurray, Alison, D1 aNelson, Christopher, P1 aTobin, Martin, D1 aBork-Jensen, Jette1 aHansen, Torben1 aPedersen, Oluf1 aLinneberg, Allan1 aSinner, Moritz, F1 aPeters, Annette1 aWaldenberger, Melanie1 aMeitinger, Thomas1 aPerz, Siegfried1 aKolcic, Ivana1 aRudan, Igor1 ade Boer, Rudolf, A1 avan der Meer, Peter1 aLin, Henry, J1 aTaylor, Kent, D1 ade Mutsert, Renée1 aTrompet, Stella1 aJukema, Wouter1 aMaan, Arie, C1 aStricker, Bruno, H C1 aRivadeneira, Fernando1 aUitterlinden, Andre1 aVölker, Uwe1 aHomuth, Georg1 aVölzke, Henry1 aFelix, Stephan, B1 aMangino, Massimo1 aSpector, Timothy, D1 aBots, Michiel, L1 aPerez, Marco1 aRaitakari, Olli, T1 aKähönen, Mika1 aMononen, Nina1 aGudnason, Vilmundur1 aMunroe, Patricia, B1 aLubitz, Steven, A1 aDuijn, Cornelia, M1 aNewton-Cheh, Christopher, H1 aHayward, Caroline1 aRosand, Jonathan1 aSamani, Nilesh, J1 aKanters, Jørgen, K1 aWilson, James, G1 aKääb, Stefan1 aPolasek, Ozren1 aHarst, Pim1 aHeckbert, Susan, R1 aRotter, Jerome, I1 aMook-Kanamori, Dennis, O1 aEijgelsheim, Mark1 aDörr, Marcus1 aJamshidi, Yalda1 aAsselbergs, Folkert, W1 aKooperberg, Charles1 aLehtimäki, Terho1 aArking, Dan, E1 aSotoodehnia, Nona uhttps://chs-nhlbi.org/node/778410328nas a2203505 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2018 eng d a1546-171800aGenetic analysis of over 1 million people identifies 535 new loci associated with blood pressure traits.0 aGenetic analysis of over 1 million people identifies 535 new loc c2018 Oct a1412-14250 v503 aHigh blood pressure is a highly heritable and modifiable risk factor for cardiovascular disease. We report the largest genetic association study of blood pressure traits (systolic, diastolic and pulse pressure) to date in over 1 million people of European ancestry. We identify 535 novel blood pressure loci that not only offer new biological insights into blood pressure regulation but also highlight shared genetic architecture between blood pressure and lifestyle exposures. Our findings identify new biological pathways for blood pressure regulation with potential for improved cardiovascular disease prevention in the future.
1 aEvangelou, Evangelos1 aWarren, Helen, R1 aMosen-Ansorena, David1 aMifsud, Borbala1 aPazoki, Raha1 aGao, He1 aNtritsos, Georgios1 aDimou, Niki1 aCabrera, Claudia, P1 aKaraman, Ibrahim1 aNg, Fu, Liang1 aEvangelou, Marina1 aWitkowska, Katarzyna1 aTzanis, Evan1 aHellwege, Jacklyn, N1 aGiri, Ayush1 aEdwards, Digna, R Velez1 aSun, Yan, V1 aCho, Kelly1 aGaziano, Michael1 aWilson, Peter, W F1 aTsao, Philip, S1 aKovesdy, Csaba, P1 aEsko, Tõnu1 aMägi, Reedik1 aMilani, Lili1 aAlmgren, Peter1 aBoutin, Thibaud1 aDebette, Stephanie1 aDing, Jun1 aGiulianini, Franco1 aHolliday, Elizabeth, G1 aJackson, Anne, U1 aLi-Gao, Ruifang1 aLin, Wei-Yu1 aLuan, Jian'an1 aMangino, Massimo1 aOldmeadow, Christopher1 aPrins, Bram, Peter1 aQian, Yong1 aSargurupremraj, Muralidharan1 aShah, Nabi1 aSurendran, Praveen1 aThériault, Sébastien1 aVerweij, Niek1 aWillems, Sara, M1 aZhao, Jing-Hua1 aAmouyel, Philippe1 aConnell, John1 ade Mutsert, Renée1 aDoney, Alex, S F1 aFarrall, Martin1 aMenni, Cristina1 aMorris, Andrew, D1 aNoordam, Raymond1 aParé, Guillaume1 aPoulter, Neil, R1 aShields, Denis, C1 aStanton, Alice1 aThom, Simon1 aAbecasis, Goncalo1 aAmin, Najaf1 aArking, Dan, E1 aAyers, Kristin, L1 aBarbieri, Caterina, M1 aBatini, Chiara1 aBis, Joshua, C1 aBlake, Tineka1 aBochud, Murielle1 aBoehnke, Michael1 aBoerwinkle, Eric1 aBoomsma, Dorret, I1 aBottinger, Erwin, P1 aBraund, Peter, S1 aBrumat, Marco1 aCampbell, Archie1 aCampbell, Harry1 aChakravarti, Aravinda1 aChambers, John, C1 aChauhan, Ganesh1 aCiullo, Marina1 aCocca, Massimiliano1 aCollins, Francis1 aCordell, Heather, J1 aDavies, Gail1 ade Borst, Martin, H1 ade Geus, Eco, J1 aDeary, Ian, J1 aDeelen, Joris1 aM, Fabiola, del Greco1 aDemirkale, Cumhur, Yusuf1 aDörr, Marcus1 aEhret, Georg, B1 aElosua, Roberto1 aEnroth, Stefan1 aErzurumluoglu, Mesut1 aFerreira, Teresa1 aFrånberg, Mattias1 aFranco, Oscar, H1 aGandin, Ilaria1 aGasparini, Paolo1 aGiedraitis, Vilmantas1 aGieger, Christian1 aGirotto, Giorgia1 aGoel, Anuj1 aGow, Alan, J1 aGudnason, Vilmundur1 aGuo, Xiuqing1 aGyllensten, Ulf1 aHamsten, Anders1 aHarris, Tamara, B1 aHarris, Sarah, E1 aHartman, Catharina, A1 aHavulinna, Aki, S1 aHicks, Andrew, A1 aHofer, Edith1 aHofman, Albert1 aHottenga, Jouke-Jan1 aHuffman, Jennifer, E1 aHwang, Shih-Jen1 aIngelsson, Erik1 aJames, Alan1 aJansen, Rick1 aJarvelin, Marjo-Riitta1 aJoehanes, Roby1 aJohansson, Asa1 aJohnson, Andrew, D1 aJoshi, Peter, K1 aJousilahti, Pekka1 aJukema, Wouter1 aJula, Antti1 aKähönen, Mika1 aKathiresan, Sekar1 aKeavney, Bernard, D1 aKhaw, Kay-Tee1 aKnekt, Paul1 aKnight, Joanne1 aKolcic, Ivana1 aKooner, Jaspal, S1 aKoskinen, Seppo1 aKristiansson, Kati1 aKutalik, Zoltán1 aLaan, Maris1 aLarson, Marty1 aLauner, Lenore, J1 aLehne, Benjamin1 aLehtimäki, Terho1 aLiewald, David, C M1 aLin, Li1 aLind, Lars1 aLindgren, Cecilia, M1 aLiu, Yongmei1 aLoos, Ruth, J F1 aLopez, Lorna, M1 aLu, Yingchang1 aLyytikäinen, Leo-Pekka1 aMahajan, Anubha1 aMamasoula, Chrysovalanto1 aMarrugat, Jaume1 aMarten, Jonathan1 aMilaneschi, Yuri1 aMorgan, Anna1 aMorris, Andrew, P1 aMorrison, Alanna, C1 aMunson, Peter, J1 aNalls, Mike, A1 aNandakumar, Priyanka1 aNelson, Christopher, P1 aNiiranen, Teemu1 aNolte, Ilja, M1 aNutile, Teresa1 aOldehinkel, Albertine, J1 aOostra, Ben, A1 aO'Reilly, Paul, F1 aOrg, Elin1 aPadmanabhan, Sandosh1 aPalmas, Walter1 aPalotie, Aarno1 aPattie, Alison1 aPenninx, Brenda, W J H1 aPerola, Markus1 aPeters, Annette1 aPolasek, Ozren1 aPramstaller, Peter, P1 aNguyen, Quang, Tri1 aRaitakari, Olli, T1 aRen, Meixia1 aRettig, Rainer1 aRice, Kenneth1 aRidker, Paul, M1 aRied, Janina, S1 aRiese, Harriëtte1 aRipatti, Samuli1 aRobino, Antonietta1 aRose, Lynda, M1 aRotter, Jerome, I1 aRudan, Igor1 aRuggiero, Daniela1 aSaba, Yasaman1 aSala, Cinzia, F1 aSalomaa, Veikko1 aSamani, Nilesh, J1 aSarin, Antti-Pekka1 aSchmidt, Reinhold1 aSchmidt, Helena1 aShrine, Nick1 aSiscovick, David1 aSmith, Albert, V1 aSnieder, Harold1 aSõber, Siim1 aSorice, Rossella1 aStarr, John, M1 aStott, David, J1 aStrachan, David, P1 aStrawbridge, Rona, J1 aSundström, Johan1 aSwertz, Morris, A1 aTaylor, Kent, D1 aTeumer, Alexander1 aTobin, Martin, D1 aTomaszewski, Maciej1 aToniolo, Daniela1 aTraglia, Michela1 aTrompet, Stella1 aTuomilehto, Jaakko1 aTzourio, Christophe1 aUitterlinden, André, G1 aVaez, Ahmad1 avan der Most, Peter, J1 aDuijn, Cornelia, M1 aVergnaud, Anne-Claire1 aVerwoert, Germaine, C1 aVitart, Veronique1 aVölker, Uwe1 aVollenweider, Peter1 aVuckovic, Dragana1 aWatkins, Hugh1 aWild, Sarah, H1 aWillemsen, Gonneke1 aWilson, James, F1 aWright, Alan, F1 aYao, Jie1 aZemunik, Tatijana1 aZhang, Weihua1 aAttia, John, R1 aButterworth, Adam, S1 aChasman, Daniel, I1 aConen, David1 aCucca, Francesco1 aDanesh, John1 aHayward, Caroline1 aHowson, Joanna, M M1 aLaakso, Markku1 aLakatta, Edward, G1 aLangenberg, Claudia1 aMelander, Olle1 aMook-Kanamori, Dennis, O1 aPalmer, Colin, N A1 aRisch, Lorenz1 aScott, Robert, A1 aScott, Rodney, J1 aSever, Peter1 aSpector, Tim, D1 aHarst, Pim1 aWareham, Nicholas, J1 aZeggini, Eleftheria1 aLevy, Daniel1 aMunroe, Patricia, B1 aNewton-Cheh, Christopher1 aBrown, Morris, J1 aMetspalu, Andres1 aHung, Adriana, M1 aO'Donnell, Christopher, J1 aEdwards, Todd, L1 aPsaty, Bruce, M1 aTzoulaki, Ioanna1 aBarnes, Michael, R1 aWain, Louise, V1 aElliott, Paul1 aCaulfield, Mark, J1 aMillion Veteran Program uhttps://chs-nhlbi.org/node/784505032nas a2201033 4500008004100000022001400041245016100055210006900216260001600285520189700301100002502198700002502223700002202248700002102270700002802291700001302319700002102332700002802353700001902381700002002400700002502420700001702445700002002462700002602482700002002508700002502528700001802553700001902571700002102590700002002611700002002631700001802651700002002669700002002689700002202709700002402731700002102755700002502776700002202801700001602823700002302839700002002862700002202882700002502904700001902929700003002948700001902978700001802997700002003015700002203035700002203057700002003079700001603099700002103115700001503136700002603151700002803177700001903205700002103224700001803245700002003263700002903283700002203312700002203334700003003356700002103386700001903407700002403426700002103450700002203471700002003493700002003513700002403533700002403557700002103581700002003602700002003622700001903642700001903661700003203680700002403712700002303736700003003759700002303789700002703812700002303839710010003862856003603962 2018 eng d a1524-453900aGenome-Wide Association Trans-Ethnic Meta-Analyses Identifies Novel Associations Regulating Coagulation Factor VIII and von Willebrand Factor Plasma Levels.0 aGenomeWide Association TransEthnic MetaAnalyses Identifies Novel c2018 Nov 203 aBACKGROUND: Factor VIII (FVIII) and its carrier protein von Willebrand factor (VWF) are associated with risk of arterial and venous thrombosis and with hemorrhagic disorders. We aimed to identify and functionally test novel genetic associations regulating plasma FVIII and VWF.
METHODS: We meta-analyzed genome-wide association results from 46,354 individuals of European, African, East Asian, and Hispanic ancestry. All studies performed linear regression analysis using an additive genetic model and associated approximately 35 million imputed variants with natural-log transformed phenotype levels. In vitro gene silencing in cultured endothelial cells was performed for candidate genes to provide additional evidence on association and function. Two-sample Mendelian randomization (MR) analyses were applied to test the causal role of FVIII and VWF plasma levels on the risk of arterial and venous thrombotic events.
RESULTS: We identified 13 novel genome-wide significant (p≤2.5x10) associations; 7 with FVIII levels ( FCHO2/TMEM171/TNPO1, HLA, SOX17/RP1, LINC00583/NFIB, RAB5C-KAT2A, RPL3/TAB1/SYNGR1, and ARSA) and 11 with VWF levels ( PDHB/PXK/KCTD6, SLC39A8, FCHO2/TMEM171/TNPO1, HLA, GIMAP7/GIMAP4, OR13C5/NIPSNAP, DAB2IP, C2CD4B, RAB5C-KAT2A, TAB1/SYNGR1, and ARSA), beyond 10 previously reported associations with these phenotypes. Functional validation provided further evidence of association for all loci on VWF except ARSA and DAB2IP. MR suggested causal effects of plasma FVIII activity levels on venous thrombosis and coronary artery disease risk and plasma VWF levels on ischemic stroke risk.
CONCLUSIONS: The meta-analysis identified 13 novel genetic loci regulating FVIII and VWF plasma levels, 10 of which we validated functionally. We provide some evidence for a causal role of these proteins in thrombotic events.
1 aSabater-Lleal, Maria1 aHuffman, Jennifer, E1 ade Vries, Paul, S1 aMarten, Jonathan1 aMastrangelo, Michael, A1 aSong, Ci1 aPankratz, Nathan1 aWard-Caviness, Cavin, K1 aYanek, Lisa, R1 aTrompet, Stella1 aDelgado, Graciela, E1 aGuo, Xiuqing1 aBartz, Traci, M1 aMartinez-Perez, Angel1 aGermain, Marine1 ade Haan, Hugoline, G1 aOzel, Ayse, B1 aPolasek, Ozren1 aSmith, Albert, V1 aEicher, John, D1 aReiner, Alex, P1 aTang, Weihong1 aDavies, Neil, M1 aStott, David, J1 aRotter, Jerome, I1 aTofler, Geoffrey, H1 aBoerwinkle, Eric1 ade Maat, Moniek, P M1 aKleber, Marcus, E1 aWelsh, Paul1 aBrody, Jennifer, A1 aChen, Ming-Huei1 aVaidya, Dhananjay1 aSoria, José, Manuel1 aSuchon, Pierre1 aVlieg, Astrid, van Hylcka1 aDesch, Karl, C1 aKolcic, Ivana1 aJoshi, Peter, K1 aLauner, Lenore, J1 aHarris, Tamara, B1 aCampbell, Harry1 aRudan, Igor1 aBecker, Diane, M1 aLi, Jun, Z1 aRivadeneira, Fernando1 aUitterlinden, André, G1 aHofman, Albert1 aFranco, Oscar, H1 aCushman, Mary1 aPsaty, Bruce, M1 aMorange, Pierre-Emmanuel1 aMcKnight, Barbara1 aChong, Michael, R1 aFernandez-Cadenas, Israel1 aRosand, Jonathan1 aLindgren, Arne1 aGudnason, Vilmundur1 aWilson, James, F1 aHayward, Caroline1 aGinsburg, David1 aFornage, Myriam1 aRosendaal, Frits, R1 aSouto, Juan, Carlos1 aBecker, Lewis, C1 aJenny, Nancy, S1 aMärz, Winfried1 aJukema, Wouter1 aDehghan, Abbas1 aTrégouët, David-Alexandre1 aMorrison, Alanna, C1 aJohnson, Andrew, D1 aO'Donnell, Christopher, J1 aStrachan, David, P1 aLowenstein, Charles, J1 aSmith, Nicholas, L1 aINVENT Consortium; MEGASTROKE consortium of the International Stroke Genetics Consortium (ISGC) uhttps://chs-nhlbi.org/node/792412060nas a2203745 4500008004100000022001400041245014000055210006900195260001600264300001200280490000800292520175500300100001702055700002302072700002602095700002002121700002202141700001902163700002102182700001902203700001702222700002302239700001802262700002002280700001702300700002002317700002102337700002302358700001702381700002102398700002802419700002402447700002102471700002302492700002002515700002002535700002202555700001702577700002202594700002002616700002602636700002402662700002202686700002102708700001402729700001702743700001702760700001702777700001702794700001902811700002202830700002002852700001302872700001902885700001902904700001502923700002302938700001502961700002102976700002902997700002803026700001803054700002103072700002003093700002903113700002103142700001903163700001803182700001903200700002003219700002303239700001403262700002703276700002103303700001903324700002103343700002103364700002503385700002303410700002703433700002003460700001703480700001703497700001803514700001803532700001703550700001903567700001803586700001903604700001603623700001903639700001603658700001603674700001403690700001703704700002403721700002103745700002403766700002103790700002303811700002103834700002403855700001603879700001703895700002103912700002203933700002603955700002003981700002304001700002404024700002404048700002104072700002304093700002104116700002304137700001804160700001504178700002204193700001704215700002504232700002104257700002404278700002104302700002104323700002504344700001204369700001904381700001604400700001604416700001704432700001804449700002504467700002204492700001404514700002004528700002004548700001904568700001904587700002304606700001704629700002504646700001704671700001904688700002104707700002204728700001804750700002404768700002304792700001904815700002504834700002204859700002404881700002104905700001904926700002204945700002304967700002404990700002205014700002005036700001905056700001305075700001905088700001505107700001805122700001705140700001705157700001505174700001605189700001505205700002005220700001705240700001505257700001805272700002005290700002205310700002105332700001705353700002305370700002205393700002205415700001805437700002205455700001905477700001905496700002005515700001605535700002205551700002505573700002205598700002605620700002105646700002305667700002005690700002405710700001905734700002305753700002005776700001905796700002005815700002305835700002605858700001905884700001605903700002805919700002505947700001805972700002405990700002506014700002206039700002006061700001706081700002406098700002306122700002006145700001906165700002406184700001406208700002006222700001906242700002106261700002806282700002606310700001606336700001606352700001706368700002406385700002006409700002406429700001306453700001906466700002306485700002106508700002106529700002206550700002206572700002206594700001806616700001806634700001606652700002006668700002406688700002006712700002306732700002206755700002106777700002206798700002706820700001706847700001906864700001906883700002206902700001906924700002206943700002006965700002706985700002007012700002907032700002607061700001907087700001907106700002207125700001707147700001707164700001507181700002607196700002507222700001807247700001907265700003007284700001707314700001507331700002307346700002107369700002107390700002307411700002207434700002407456700002407480700002807504700001707532700002307549700002007572700002007592700001607612700002107628700002907649700002107678700001807699700002207717700002007739700002307759700002507782700002307807700001907830700002007849700002007869700002007889700002207909700001807931700002107949700002107970700002307991700001808014700001808032700002408050700002408074700002508098700002008123700002308143710003508166710002908201710002108230710002708251856003608278 2018 eng d a1537-660500aA Large-Scale Multi-ancestry Genome-wide Study Accounting for Smoking Behavior Identifies Multiple Significant Loci for Blood Pressure.0 aLargeScale Multiancestry Genomewide Study Accounting for Smoking c2018 Mar 01 a375-4000 v1023 aGenome-wide association analysis advanced understanding of blood pressure (BP), a major risk factor for vascular conditions such as coronary heart disease and stroke. Accounting for smoking behavior may help identify BP loci and extend our knowledge of its genetic architecture. We performed genome-wide association meta-analyses of systolic and diastolic BP incorporating gene-smoking interactions in 610,091 individuals. Stage 1 analysis examined ∼18.8 million SNPs and small insertion/deletion variants in 129,913 individuals from four ancestries (European, African, Asian, and Hispanic) with follow-up analysis of promising variants in 480,178 additional individuals from five ancestries. We identified 15 loci that were genome-wide significant (p < 5 × 10) in stage 1 and formally replicated in stage 2. A combined stage 1 and 2 meta-analysis identified 66 additional genome-wide significant loci (13, 35, and 18 loci in European, African, and trans-ancestry, respectively). A total of 56 known BP loci were also identified by our results (p < 5 × 10). Of the newly identified loci, ten showed significant interaction with smoking status, but none of them were replicated in stage 2. Several loci were identified in African ancestry, highlighting the importance of genetic studies in diverse populations. The identified loci show strong evidence for regulatory features and support shared pathophysiology with cardiometabolic and addiction traits. They also highlight a role in BP regulation for biological candidates such as modulators of vascular structure and function (CDKN1B, BCAR1-CFDP1, PXDN, EEA1), ciliopathies (SDCCAG8, RPGRIP1L), telomere maintenance (TNKS, PINX1, AKTIP), and central dopaminergic signaling (MSRA, EBF2).
1 aSung, Yun, J1 aWinkler, Thomas, W1 aFuentes, Lisa, de Las1 aBentley, Amy, R1 aBrown, Michael, R1 aKraja, Aldi, T1 aSchwander, Karen1 aNtalla, Ioanna1 aGuo, Xiuqing1 aFranceschini, Nora1 aLu, Yingchang1 aCheng, Ching-Yu1 aSim, Xueling1 aVojinovic, Dina1 aMarten, Jonathan1 aMusani, Solomon, K1 aLi, Changwei1 aFeitosa, Mary, F1 aKilpeläinen, Tuomas, O1 aRichard, Melissa, A1 aNoordam, Raymond1 aAslibekyan, Stella1 aAschard, Hugues1 aBartz, Traci, M1 aDorajoo, Rajkumar1 aLiu, Yongmei1 aManning, Alisa, K1 aRankinen, Tuomo1 aSmith, Albert, Vernon1 aTajuddin, Salman, M1 aTayo, Bamidele, O1 aWarren, Helen, R1 aZhao, Wei1 aZhou, Yanhua1 aMatoba, Nana1 aSofer, Tamar1 aAlver, Maris1 aAmini, Marzyeh1 aBoissel, Mathilde1 aChai, Jin, Fang1 aChen, Xu1 aDivers, Jasmin1 aGandin, Ilaria1 aGao, Chuan1 aGiulianini, Franco1 aGoel, Anuj1 aHarris, Sarah, E1 aHartwig, Fernando, Pires1 aHorimoto, Andrea, R V R1 aHsu, Fang-Chi1 aJackson, Anne, U1 aKähönen, Mika1 aKasturiratne, Anuradhani1 aKuhnel, Brigitte1 aLeander, Karin1 aLee, Wen-Jane1 aLin, Keng-Hung1 aLuan, Jian, 'an1 aMcKenzie, Colin, A1 aMeian, He1 aNelson, Christopher, P1 aRauramaa, Rainer1 aSchupf, Nicole1 aScott, Robert, A1 aSheu, Wayne, H H1 aStančáková, Alena1 aTakeuchi, Fumihiko1 avan der Most, Peter, J1 aVarga, Tibor, V1 aWang, Heming1 aWang, Yajuan1 aWare, Erin, B1 aWeiss, Stefan1 aWen, Wanqing1 aYanek, Lisa, R1 aZhang, Weihua1 aZhao, Jing Hua1 aAfaq, Saima1 aAlfred, Tamuno1 aAmin, Najaf1 aArking, Dan1 aAung, Tin1 aBarr, Graham1 aBielak, Lawrence, F1 aBoerwinkle, Eric1 aBottinger, Erwin, P1 aBraund, Peter, S1 aBrody, Jennifer, A1 aBroeckel, Ulrich1 aCabrera, Claudia, P1 aCade, Brian1 aCaizheng, Yu1 aCampbell, Archie1 aCanouil, Mickaël1 aChakravarti, Aravinda1 aChauhan, Ganesh1 aChristensen, Kaare1 aCocca, Massimiliano1 aCollins, Francis, S1 aConnell, John, M1 ade Mutsert, Renée1 ade Silva, Janaka1 aDebette, Stephanie1 aDörr, Marcus1 aDuan, Qing1 aEaton, Charles, B1 aEhret, Georg1 aEvangelou, Evangelos1 aFaul, Jessica, D1 aFisher, Virginia, A1 aForouhi, Nita, G1 aFranco, Oscar, H1 aFriedlander, Yechiel1 aGao, He1 aGigante, Bruna1 aGraff, Misa1 aGu, Charles1 aGu, Dongfeng1 aGupta, Preeti1 aHagenaars, Saskia, P1 aHarris, Tamara, B1 aHe, Jiang1 aHeikkinen, Sami1 aHeng, Chew-Kiat1 aHirata, Makoto1 aHofman, Albert1 aHoward, Barbara, V1 aHunt, Steven1 aIrvin, Marguerite, R1 aJia, Yucheng1 aJoehanes, Roby1 aJustice, Anne, E1 aKatsuya, Tomohiro1 aKaufman, Joel1 aKerrison, Nicola, D1 aKhor, Chiea, Chuen1 aKoh, Woon-Puay1 aKoistinen, Heikki, A1 aKomulainen, Pirjo1 aKooperberg, Charles1 aKrieger, Jose, E1 aKubo, Michiaki1 aKuusisto, Johanna1 aLangefeld, Carl, D1 aLangenberg, Claudia1 aLauner, Lenore, J1 aLehne, Benjamin1 aLewis, Cora, E1 aLi, Yize1 aLim, Sing, Hui1 aLin, Shiow1 aLiu, Ching-Ti1 aLiu, Jianjun1 aLiu, Jingmin1 aLiu, Kiang1 aLiu, Yeheng1 aLoh, Marie1 aLohman, Kurt, K1 aLong, Jirong1 aLouie, Tin1 aMägi, Reedik1 aMahajan, Anubha1 aMeitinger, Thomas1 aMetspalu, Andres1 aMilani, Lili1 aMomozawa, Yukihide1 aMorris, Andrew, P1 aMosley, Thomas, H1 aMunson, Peter1 aMurray, Alison, D1 aNalls, Mike, A1 aNasri, Ubaydah1 aNorris, Jill, M1 aNorth, Kari1 aOgunniyi, Adesola1 aPadmanabhan, Sandosh1 aPalmas, Walter, R1 aPalmer, Nicholette, D1 aPankow, James, S1 aPedersen, Nancy, L1 aPeters, Annette1 aPeyser, Patricia, A1 aPolasek, Ozren1 aRaitakari, Olli, T1 aRenstrom, Frida1 aRice, Treva, K1 aRidker, Paul, M1 aRobino, Antonietta1 aRobinson, Jennifer, G1 aRose, Lynda, M1 aRudan, Igor1 aSabanayagam, Charumathi1 aSalako, Babatunde, L1 aSandow, Kevin1 aSchmidt, Carsten, O1 aSchreiner, Pamela, J1 aScott, William, R1 aSeshadri, Sudha1 aSever, Peter1 aSitlani, Colleen, M1 aSmith, Jennifer, A1 aSnieder, Harold1 aStarr, John, M1 aStrauch, Konstantin1 aTang, Hua1 aTaylor, Kent, D1 aTeo, Yik, Ying1 aTham, Yih, Chung1 aUitterlinden, André, G1 aWaldenberger, Melanie1 aWang, Lihua1 aWang, Ya, X1 aBin Wei, Wen1 aWilliams, Christine1 aWilson, Gregory1 aWojczynski, Mary, K1 aYao, Jie1 aYuan, Jian-Min1 aZonderman, 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2018 eng d a2398-502X00aMeta-analysis of exome array data identifies six novel genetic loci for lung function.0 aMetaanalysis of exome array data identifies six novel genetic lo c2018 a40 v33 aOver 90 regions of the genome have been associated with lung function to date, many of which have also been implicated in chronic obstructive pulmonary disease. We carried out meta-analyses of exome array data and three lung function measures: forced expiratory volume in one second (FEV ), forced vital capacity (FVC) and the ratio of FEV to FVC (FEV /FVC). These analyses by the SpiroMeta and CHARGE consortia included 60,749 individuals of European ancestry from 23 studies, and 7,721 individuals of African Ancestry from 5 studies in the discovery stage, with follow-up in up to 111,556 independent individuals. We identified significant (P<2·8x10 ) associations with six SNPs: a nonsynonymous variant in , which is predicted to be damaging, three intronic SNPs ( and ) and two intergenic SNPs near to and Expression quantitative trait loci analyses found evidence for regulation of gene expression at three signals and implicated several genes, including and . Further interrogation of these loci could provide greater understanding of the determinants of lung function and pulmonary disease.
1 aJackson, Victoria, E1 aLatourelle, Jeanne, C1 aWain, Louise, V1 aSmith, Albert, V1 aGrove, Megan, L1 aBartz, Traci, M1 aObeidat, Ma'en1 aProvince, Michael, A1 aGao, Wei1 aQaiser, Beenish1 aPorteous, David, J1 aCassano, Patricia, A1 aAhluwalia, Tarunveer, S1 aGrarup, Niels1 aLi, Jin1 aAltmaier, Elisabeth1 aMarten, Jonathan1 aHarris, Sarah, E1 aManichaikul, Ani1 aPottinger, Tess, D1 aLi-Gao, Ruifang1 aLind-Thomsen, Allan1 aMahajan, Anubha1 aLahousse, Lies1 aImboden, Medea1 aTeumer, Alexander1 aPrins, Bram1 aLyytikäinen, Leo-Pekka1 aEiriksdottir, Gudny1 aFranceschini, Nora1 aSitlani, Colleen, M1 aBrody, Jennifer, A1 aBossé, Yohan1 aTimens, Wim1 aKraja, Aldi1 aLoukola, Anu1 aTang, Wenbo1 aLiu, Yongmei1 aBork-Jensen, Jette1 aJustesen, Johanne, M1 aLinneberg, Allan1 aLange, Leslie, A1 aRawal, Rajesh1 aKarrasch, Stefan1 aHuffman, Jennifer, E1 aSmith, Blair, H1 aDavies, Gail1 aBurkart, Kristin, M1 aMychaleckyj, Josyf, C1 aBonten, Tobias, N1 aEnroth, Stefan1 aLind, Lars1 aBrusselle, Guy, G1 aKumar, Ashish1 aStubbe, Beate1 aKähönen, Mika1 aWyss, Annah, B1 aPsaty, Bruce, M1 aHeckbert, Susan, R1 aHao, Ke1 aRantanen, Taina1 aKritchevsky, Stephen, B1 aLohman, Kurt1 aSkaaby, Tea1 aPisinger, Charlotta1 aHansen, Torben1 aSchulz, Holger1 aPolasek, Ozren1 aCampbell, Archie1 aStarr, John, M1 aRich, Stephen, S1 aMook-Kanamori, Dennis, O1 aJohansson, Asa1 aIngelsson, Erik1 aUitterlinden, André, G1 aWeiss, Stefan1 aRaitakari, Olli, T1 aGudnason, Vilmundur1 aNorth, Kari, E1 aGharib, Sina, A1 aSin, Don, D1 aTaylor, Kent, D1 aO'Connor, George, T1 aKaprio, Jaakko1 aHarris, Tamara, B1 aPederson, Oluf1 aVestergaard, Henrik1 aWilson, James, G1 aStrauch, Konstantin1 aHayward, Caroline1 aKerr, Shona1 aDeary, Ian, J1 aBarr, Graham1 ade Mutsert, Renée1 aGyllensten, Ulf1 aMorris, Andrew, P1 aIkram, Arfan, M1 aProbst-Hensch, Nicole1 aGläser, Sven1 aZeggini, Eleftheria1 aLehtimäki, Terho1 aStrachan, David, P1 aDupuis, Josée1 aMorrison, Alanna, C1 aHall, Ian, P1 aTobin, Martin, D1 aLondon, Stephanie, 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2018 eng d a1932-620300aNovel genetic associations for blood pressure identified via gene-alcohol interaction in up to 570K individuals across multiple ancestries.0 aNovel genetic associations for blood pressure identified via gen c2018 ae01981660 v133 aHeavy alcohol consumption is an established risk factor for hypertension; the mechanism by which alcohol consumption impact blood pressure (BP) regulation remains unknown. We hypothesized that a genome-wide association study accounting for gene-alcohol consumption interaction for BP might identify additional BP loci and contribute to the understanding of alcohol-related BP regulation. We conducted a large two-stage investigation incorporating joint testing of main genetic effects and single nucleotide variant (SNV)-alcohol consumption interactions. In Stage 1, genome-wide discovery meta-analyses in ≈131K individuals across several ancestry groups yielded 3,514 SNVs (245 loci) with suggestive evidence of association (P < 1.0 x 10-5). In Stage 2, these SNVs were tested for independent external replication in ≈440K individuals across multiple ancestries. We identified and replicated (at Bonferroni correction threshold) five novel BP loci (380 SNVs in 21 genes) and 49 previously reported BP loci (2,159 SNVs in 109 genes) in European ancestry, and in multi-ancestry meta-analyses (P < 5.0 x 10-8). For African ancestry samples, we detected 18 potentially novel BP loci (P < 5.0 x 10-8) in Stage 1 that warrant further replication. Additionally, correlated meta-analysis identified eight novel BP loci (11 genes). Several genes in these loci (e.g., PINX1, GATA4, BLK, FTO and GABBR2) have been previously reported to be associated with alcohol consumption. These findings provide insights into the role of alcohol consumption in the genetic architecture of hypertension.
1 aFeitosa, Mary, F1 aKraja, Aldi, T1 aChasman, Daniel, I1 aSung, Yun, J1 aWinkler, Thomas, W1 aNtalla, Ioanna1 aGuo, Xiuqing1 aFranceschini, Nora1 aCheng, Ching-Yu1 aSim, Xueling1 aVojinovic, Dina1 aMarten, Jonathan1 aMusani, Solomon, K1 aLi, Changwei1 aBentley, Amy, R1 aBrown, Michael, R1 aSchwander, Karen1 aRichard, Melissa, A1 aNoordam, Raymond1 aAschard, Hugues1 aBartz, Traci, M1 aBielak, Lawrence, F1 aDorajoo, Rajkumar1 aFisher, Virginia1 aHartwig, Fernando, P1 aHorimoto, Andrea, R V R1 aLohman, Kurt, K1 aManning, Alisa, K1 aRankinen, Tuomo1 aSmith, Albert, V1 aTajuddin, Salman, M1 aWojczynski, Mary, K1 aAlver, Maris1 aBoissel, Mathilde1 aCai, Qiuyin1 aCampbell, Archie1 aChai, Jin, Fang1 aChen, Xu1 aDivers, Jasmin1 aGao, Chuan1 aGoel, Anuj1 aHagemeijer, Yanick1 aHarris, Sarah, E1 aHe, Meian1 aHsu, Fang-Chi1 aJackson, Anne, U1 aKähönen, Mika1 aKasturiratne, Anuradhani1 aKomulainen, Pirjo1 aKuhnel, Brigitte1 aLaguzzi, Federica1 aLuan, Jian'an1 aMatoba, Nana1 aNolte, Ilja, M1 aPadmanabhan, Sandosh1 aRiaz, Muhammad1 aRueedi, Rico1 aRobino, Antonietta1 aSaid, Abdullah1 aScott, Robert, A1 aSofer, Tamar1 aStančáková, Alena1 aTakeuchi, Fumihiko1 aTayo, Bamidele, O1 avan der Most, Peter, J1 aVarga, Tibor, V1 aVitart, Veronique1 aWang, Yajuan1 aWare, Erin, B1 aWarren, Helen, R1 aWeiss, Stefan1 aWen, Wanqing1 aYanek, Lisa, R1 aZhang, Weihua1 aZhao, Jing Hua1 aAfaq, Saima1 aAmin, Najaf1 aAmini, Marzyeh1 aArking, Dan, E1 aAung, Tin1 aBoerwinkle, Eric1 aBorecki, Ingrid1 aBroeckel, Ulrich1 aBrown, Morris1 aBrumat, Marco1 aBurke, Gregory, L1 aCanouil, Mickaël1 aChakravarti, Aravinda1 aCharumathi, Sabanayagam1 aChen, Yii-Der, Ida1 aConnell, John, M1 aCorrea, Adolfo1 aFuentes, Lisa, de Las1 ade Mutsert, Renée1 ade Silva, Janaka1 aDeng, Xuan1 aDing, Jingzhong1 aDuan, Qing1 aEaton, Charles, B1 aEhret, Georg1 aEppinga, Ruben, N1 aEvangelou, Evangelos1 aFaul, Jessica, D1 aFelix, Stephan, B1 aForouhi, Nita, G1 aForrester, Terrence1 aFranco, Oscar, H1 aFriedlander, Yechiel1 aGandin, Ilaria1 aGao, He1 aGhanbari, Mohsen1 aGigante, Bruna1 aGu, Charles1 aGu, Dongfeng1 aHagenaars, Saskia, P1 aHallmans, Göran1 aHarris, Tamara, B1 aHe, Jiang1 aHeikkinen, Sami1 aHeng, Chew-Kiat1 aHirata, Makoto1 aHoward, Barbara, V1 aIkram, Arfan, M1 aJohn, Ulrich1 aKatsuya, Tomohiro1 aKhor, Chiea, Chuen1 aKilpeläinen, Tuomas, O1 aKoh, Woon-Puay1 aKrieger, Jose, E1 aKritchevsky, Stephen, B1 aKubo, Michiaki1 aKuusisto, Johanna1 aLakka, Timo, A1 aLangefeld, Carl, D1 aLangenberg, Claudia1 aLauner, Lenore, J1 aLehne, Benjamin1 aLewis, Cora, E1 aLi, Yize1 aLin, Shiow1 aLiu, Jianjun1 aLiu, Jingmin1 aLoh, Marie1 aLouie, Tin1 aMägi, Reedik1 aMcKenzie, Colin, A1 aMeitinger, Thomas1 aMetspalu, Andres1 aMilaneschi, Yuri1 aMilani, Lili1 aMohlke, Karen, L1 aMomozawa, Yukihide1 aNalls, Mike, A1 aNelson, Christopher, P1 aSotoodehnia, Nona1 aNorris, Jill, M1 aO'Connell, Jeff, R1 aPalmer, Nicholette, D1 aPerls, Thomas1 aPedersen, Nancy, L1 aPeters, Annette1 aPeyser, Patricia, A1 aPoulter, Neil1 aRaffel, Leslie, J1 aRaitakari, Olli, T1 aRoll, Kathryn1 aRose, Lynda, M1 aRosendaal, Frits, R1 aRotter, Jerome, I1 aSchmidt, Carsten, O1 aSchreiner, Pamela, J1 aSchupf, Nicole1 aScott, William, R1 aSever, Peter, S1 aShi, Yuan1 aSidney, Stephen1 aSims, Mario1 aSitlani, Colleen, M1 aSmith, Jennifer, A1 aSnieder, Harold1 aStarr, John, M1 aStrauch, Konstantin1 aStringham, Heather, M1 aTan, Nicholas, Y Q1 aTang, Hua1 aTaylor, Kent, D1 aTeo, Yik, Ying1 aTham, Yih, Chung1 aTurner, Stephen, T1 aUitterlinden, André, G1 aVollenweider, Peter1 aWaldenberger, Melanie1 aWang, Lihua1 aWang, Ya, Xing1 aBin Wei, Wen1 aWilliams, Christine1 aYao, Jie1 aYu, Caizheng1 aYuan, Jian-Min1 aZhao, Wei1 aZonderman, Alan, B1 aBecker, Diane, M1 aBoehnke, Michael1 aBowden, Donald, W1 aChambers, John, C1 aDeary, Ian, J1 aEsko, Tõnu1 aFarrall, Martin1 aFranks, Paul, W1 aFreedman, Barry, I1 aFroguel, Philippe1 aGasparini, Paolo1 aGieger, Christian1 aJonas, Jost, Bruno1 aKamatani, Yoichiro1 aKato, Norihiro1 aKooner, Jaspal, S1 aKutalik, Zoltán1 aLaakso, Markku1 aLaurie, Cathy, C1 aLeander, Karin1 aLehtimäki, Terho1 aStudy, Lifelines, Cohort1 aMagnusson, Patrik, K E1 aOldehinkel, Albertine, J1 aPenninx, Brenda, W J H1 aPolasek, Ozren1 aPorteous, David, J1 aRauramaa, Rainer1 aSamani, Nilesh, J1 aScott, James1 aShu, Xiao-Ou1 aHarst, Pim1 aWagenknecht, Lynne, E1 aWareham, Nicholas, J1 aWatkins, Hugh1 aWeir, David, R1 aWickremasinghe, Ananda, R1 aWu, Tangchun1 aZheng, Wei1 aBouchard, Claude1 aChristensen, Kaare1 aEvans, Michele, K1 aGudnason, Vilmundur1 aHorta, Bernardo, L1 aKardia, Sharon, L R1 aLiu, Yongmei1 aPereira, Alexandre, C1 aPsaty, Bruce, M1 aRidker, Paul, M1 avan Dam, Rob, M1 aGauderman, James1 aZhu, Xiaofeng1 aMook-Kanamori, Dennis, O1 aFornage, Myriam1 aRotimi, Charles, N1 aCupples, Adrienne, L1 aKelly, Tanika, N1 aFox, Ervin, R1 aHayward, Caroline1 aDuijn, Cornelia, M1 aTai, Shyong, E1 aWong, Tien, Yin1 aKooperberg, Charles1 aPalmas, Walter1 aRice, Kenneth1 aMorrison, Alanna, C1 aElliott, Paul1 aCaulfield, Mark, J1 aMunroe, Patricia, B1 aRao, Dabeeru, C1 aProvince, Michael, A1 aLevy, Daniel1 aInterAct Consortium uhttps://chs-nhlbi.org/node/779209584nas a2203049 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2018 eng d a1546-171800aRefining the accuracy of validated target identification through coding variant fine-mapping in type 2 diabetes.0 aRefining the accuracy of validated target identification through c2018 Apr a559-5710 v503 aWe aggregated coding variant data for 81,412 type 2 diabetes cases and 370,832 controls of diverse ancestry, identifying 40 coding variant association signals (P < 2.2 × 10); of these, 16 map outside known risk-associated loci. We make two important observations. First, only five of these signals are driven by low-frequency variants: even for these, effect sizes are modest (odds ratio ≤1.29). Second, when we used large-scale genome-wide association data to fine-map the associated variants in their regional context, accounting for the global enrichment of complex trait associations in coding sequence, compelling evidence for coding variant causality was obtained for only 16 signals. At 13 others, the associated coding variants clearly represent 'false leads' with potential to generate erroneous mechanistic inference. Coding variant associations offer a direct route to biological insight for complex diseases and identification of validated therapeutic targets; however, appropriate mechanistic inference requires careful specification of their causal contribution to disease predisposition.
1 aMahajan, Anubha1 aWessel, Jennifer1 aWillems, Sara, M1 aZhao, Wei1 aRobertson, Neil, R1 aChu, Audrey, Y1 aGan, Wei1 aKitajima, Hidetoshi1 aTaliun, Daniel1 aRayner, William1 aGuo, Xiuqing1 aLu, Yingchang1 aLi, Man1 aJensen, Richard, A1 aHu, Yao1 aHuo, Shaofeng1 aLohman, Kurt, K1 aZhang, Weihua1 aCook, James, P1 aPrins, Bram, Peter1 aFlannick, Jason1 aGrarup, Niels1 aTrubetskoy, Vassily, Vladimirov1 aKravic, Jasmina1 aKim, Young, Jin1 aRybin, Denis, V1 aYaghootkar, Hanieh1 aMüller-Nurasyid, Martina1 aMeidtner, Karina1 aLi-Gao, Ruifang1 aVarga, Tibor, V1 aMarten, Jonathan1 aLi, Jin1 aSmith, Albert, Vernon1 aAn, Ping1 aLigthart, Symen1 aGustafsson, Stefan1 aMalerba, Giovanni1 aDemirkan, Ayse1 aTajes, Juan, Fernandez1 aSteinthorsdottir, Valgerdur1 aWuttke, Matthias1 aLecoeur, Cécile1 aPreuss, Michael1 aBielak, Lawrence, F1 aGraff, Marielisa1 aHighland, Heather, M1 aJustice, Anne, E1 aLiu, Dajiang, J1 aMarouli, Eirini1 aPeloso, Gina, Marie1 aWarren, Helen, R1 aAfaq, Saima1 aAfzal, Shoaib1 aAhlqvist, Emma1 aAlmgren, Peter1 aAmin, Najaf1 aBang, Lia, B1 aBertoni, Alain, G1 aBombieri, Cristina1 aBork-Jensen, Jette1 aBrandslund, Ivan1 aBrody, Jennifer, A1 aBurtt, Noel, P1 aCanouil, Mickaël1 aChen, Yii-Der Ida1 aCho, Yoon Shin1 aChristensen, Cramer1 aEastwood, Sophie, V1 aEckardt, Kai-Uwe1 aFischer, Krista1 aGambaro, Giovanni1 aGiedraitis, Vilmantas1 aGrove, Megan, L1 ade Haan, Hugoline, G1 aHackinger, Sophie1 aHai, Yang1 aHan, Sohee1 aTybjærg-Hansen, Anne1 aHivert, Marie-France1 aIsomaa, Bo1 aJäger, Susanne1 aJørgensen, Marit, E1 aJørgensen, Torben1 aKäräjämäki, AnneMari1 aKim, Bong-Jo1 aKim, Sung, Soo1 aKoistinen, Heikki, A1 aKovacs, Peter1 aKriebel, Jennifer1 aKronenberg, Florian1 aLäll, Kristi1 aLange, Leslie, A1 aLee, Jung-Jin1 aLehne, Benjamin1 aLi, Huaixing1 aLin, Keng-Hung1 aLinneberg, Allan1 aLiu, Ching-Ti1 aLiu, Jun1 aLoh, Marie1 aMägi, Reedik1 aMamakou, Vasiliki1 aMcKean-Cowdin, Roberta1 aNadkarni, Girish1 aNeville, Matt1 aNielsen, Sune, F1 aNtalla, Ioanna1 aPeyser, Patricia, A1 aRathmann, Wolfgang1 aRice, Kenneth1 aRich, Stephen, S1 aRode, Line1 aRolandsson, Olov1 aSchönherr, Sebastian1 aSelvin, Elizabeth1 aSmall, Kerrin, S1 aStančáková, Alena1 aSurendran, Praveen1 aTaylor, Kent, D1 aTeslovich, Tanya, M1 aThorand, Barbara1 aThorleifsson, Gudmar1 aTin, Adrienne1 aTönjes, Anke1 aVarbo, Anette1 aWitte, Daniel, R1 aWood, Andrew, R1 aYajnik, Pranav1 aYao, Jie1 aYengo, Loic1 aYoung, Robin1 aAmouyel, Philippe1 aBoeing, Heiner1 aBoerwinkle, Eric1 aBottinger, Erwin, P1 aChowdhury, Raj1 aCollins, Francis, S1 aDedoussis, George1 aDehghan, Abbas1 aDeloukas, Panos1 aFerrario, Marco, M1 aFerrieres, Jean1 aFlorez, Jose, C1 aFrossard, Philippe1 aGudnason, Vilmundur1 aHarris, Tamara, B1 aHeckbert, Susan, R1 aHowson, Joanna, M M1 aIngelsson, Martin1 aKathiresan, Sekar1 aKee, Frank1 aKuusisto, Johanna1 aLangenberg, Claudia1 aLauner, Lenore, J1 aLindgren, Cecilia, M1 aMännistö, Satu1 aMeitinger, Thomas1 aMelander, Olle1 aMohlke, Karen, L1 aMoitry, Marie1 aMorris, Andrew, D1 aMurray, Alison, D1 ade Mutsert, Renée1 aOrho-Melander, Marju1 aOwen, Katharine, R1 aPerola, Markus1 aPeters, Annette1 aProvince, Michael, A1 aRasheed, Asif1 aRidker, Paul, M1 aRivadineira, Fernando1 aRosendaal, Frits, R1 aRosengren, Anders, H1 aSalomaa, Veikko1 aSheu, Wayne, H-H1 aSladek, Rob1 aSmith, Blair, H1 aStrauch, Konstantin1 aUitterlinden, André, G1 aVarma, Rohit1 aWiller, Cristen, J1 aBlüher, Matthias1 aButterworth, Adam, S1 aChambers, John, Campbell1 aChasman, Daniel, I1 aDanesh, John1 aDuijn, Cornelia1 aDupuis, Josée1 aFranco, Oscar, H1 aFranks, Paul, W1 aFroguel, Philippe1 aGrallert, Harald1 aGroop, Leif1 aHan, Bok-Ghee1 aHansen, Torben1 aHattersley, Andrew, T1 aHayward, Caroline1 aIngelsson, Erik1 aKardia, Sharon, L R1 aKarpe, Fredrik1 aKooner, Jaspal, Singh1 aKöttgen, Anna1 aKuulasmaa, Kari1 aLaakso, Markku1 aLin, Xu1 aLind, Lars1 aLiu, Yongmei1 aLoos, Ruth, J F1 aMarchini, Jonathan1 aMetspalu, Andres1 aMook-Kanamori, Dennis1 aNordestgaard, Børge, G1 aPalmer, Colin, N A1 aPankow, James, S1 aPedersen, Oluf1 aPsaty, Bruce, M1 aRauramaa, Rainer1 aSattar, Naveed1 aSchulze, Matthias, B1 aSoranzo, Nicole1 aSpector, Timothy, D1 aStefansson, Kari1 aStumvoll, Michael1 aThorsteinsdottir, Unnur1 aTuomi, Tiinamaija1 aTuomilehto, Jaakko1 aWareham, Nicholas, J1 aWilson, James, G1 aZeggini, Eleftheria1 aScott, Robert, A1 aBarroso, Inês1 aFrayling, Timothy, M1 aGoodarzi, Mark, O1 aMeigs, James, B1 aBoehnke, Michael1 aSaleheen, Danish1 aMorris, Andrew, P1 aRotter, Jerome, I1 aMcCarthy, Mark, I1 aExomeBP Consortium1 aMAGIC Consortium1 aGIANT Consortium uhttps://chs-nhlbi.org/node/766813143nas a2204261 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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/810903820nas a2200697 4500008004100000022001400041245012600055210006900181260001600250300001200266490000800278520168300286100002201969700002501991700002502016700002102041700001302062700002102075700002002096700002502116700002502141700002002166700002602186700002802212700002302240700002002263700002502283700002302308700001902331700002202350700002602372700002502398700001802423700002402441700002802465700003002493700002002523700002102543700002002564700002302584700001802607700002302625700002202648700002002670700002002690700003302710700002002743700002002763700002002783700002002803700002402823700002402847700001902871700002302890700002402913700003002937700002302967710002202990710007403012856003603086 2019 eng d a1528-002000aA genome-wide association study identifies new loci for factor VII and implicates factor VII in ischemic stroke etiology.0 agenomewide association study identifies new loci for factor VII c2019 Feb 28 a967-9770 v1333 aFactor VII (FVII) is an important component of the coagulation cascade. Few genetic loci regulating FVII activity and/or levels have been discovered to date. We conducted a meta-analysis of 9 genome-wide association studies of plasma FVII levels (7 FVII activity and 2 FVII antigen) among 27 495 participants of European and African ancestry. Each study performed ancestry-specific association analyses. Inverse variance weighted meta-analysis was performed within each ancestry group and then combined for a -ancestry meta-analysis. Our primary analysis included the 7 studies that measured FVII activity, and a secondary analysis included all 9 studies. We provided functional genomic validation for newly identified significant loci by silencing candidate genes in a human liver cell line (HuH7) using small-interfering RNA and then measuring messenger RNA and FVII protein expression. Lastly, we used meta-analysis results to perform Mendelian randomization analysis to estimate the causal effect of FVII activity on coronary artery disease, ischemic stroke (IS), and venous thromboembolism. We identified 2 novel ( and ) and 6 known loci associated with FVII activity, explaining 19.0% of the phenotypic variance. Adding FVII antigen data to the meta-analysis did not result in the discovery of further loci. Silencing in HuH7 cells upregulated FVII, whereas silencing downregulated FVII. Mendelian randomization analyses suggest that FVII activity has a positive causal effect on the risk of IS. Variants at and contribute to FVII activity by regulating expression levels. FVII activity appears to contribute to the etiology of IS in the general population.
1 ade Vries, Paul, S1 aSabater-Lleal, Maria1 aHuffman, Jennifer, E1 aMarten, Jonathan1 aSong, Ci1 aPankratz, Nathan1 aBartz, Traci, M1 ade Haan, Hugoline, G1 aDelgado, Graciela, E1 aEicher, John, D1 aMartinez-Perez, Angel1 aWard-Caviness, Cavin, K1 aBrody, Jennifer, A1 aChen, Ming-Huei1 ade Maat, Moniek, P M1 aFrånberg, Mattias1 aGill, Dipender1 aKleber, Marcus, E1 aRivadeneira, Fernando1 aSoria, José, Manuel1 aTang, Weihong1 aTofler, Geoffrey, H1 aUitterlinden, André, G1 aVlieg, Astrid, van Hylcka1 aSeshadri, Sudha1 aBoerwinkle, Eric1 aDavies, Neil, M1 aGiese, Anne-Katrin1 aIkram, Kamran1 aKittner, Steven, J1 aMcKnight, Barbara1 aPsaty, Bruce, M1 aReiner, Alex, P1 aSargurupremraj, Muralidharan1 aTaylor, Kent, D1 aFornage, Myriam1 aHamsten, Anders1 aMärz, Winfried1 aRosendaal, Frits, R1 aSouto, Juan, Carlos1 aDehghan, Abbas1 aJohnson, Andrew, D1 aMorrison, Alanna, C1 aO'Donnell, Christopher, J1 aSmith, Nicholas, L1 aINVENT Consortium1 aMEGASTROKE Consortium of the International Stroke Genetics Consortium uhttps://chs-nhlbi.org/node/798806391nas a2201909 4500008004100000022001400041245012500055210006900180260001600249300000900265490000700274520109900281100002101380700001901401700001701420700002301437700002001460700002801480700002201508700001801530700002101548700001901569700001901588700002001607700002201627700001401649700002301663700002301686700002101709700002001730700002301750700002001773700002601793700001801819700002401837700001801861700001701879700001601896700001701912700001501929700001701944700002901961700002001990700002402010700002502034700001402059700002102073700002102094700001702115700002502132700002002157700001402177700002102191700002802212700002502240700001902265700002602284700002102310700001702331700002002348700001802368700001702386700001902403700001902422700002502441700001802466700002402484700002102508700001602529700002402545700001502569700002002584700002402604700002202628700002202650700002002672700002102692700002102713700001802734700002002752700002202772700002102794700001502815700001702830700002002847700002302867700001802890700002002908700002202928700002102950700002102971700001902992700002003011700002003031700002103051700002303072700002003095700002503115700001903140700002103159700002103180700002203201700002503223700001903248700002303267700001603290700002403306700001703330700002403347700002203371700002003393700002803413700002303441700001903464700002603483700002403509700002103533700001703554700002303571700002103594700001803615700001603633700002203649700001903671700001903690700002203709700001903731700002703750700002403777700002603801700001703827700002103844700001503865700002103880700002103901700002203922700002403944700001903968700002103987700002804008700002004036700002604056700001904082700002004101700002004121700001804141700001604159700002504175700002004200700001804220700001704238700002104255700001804276700002404294700002404318700001804342700002404360700002004384700002204404700001904426856003604445 2019 eng d a2041-172300aMulti-ancestry sleep-by-SNP interaction analysis in 126,926 individuals reveals lipid loci stratified by sleep duration.0 aMultiancestry sleepbySNP interaction analysis in 126926 individu c2019 Nov 12 a51210 v103 aBoth short and long sleep are associated with an adverse lipid profile, likely through different biological pathways. To elucidate the biology of sleep-associated adverse lipid profile, we conduct multi-ancestry genome-wide sleep-SNP interaction analyses on three lipid traits (HDL-c, LDL-c and triglycerides). In the total study sample (discovery + replication) of 126,926 individuals from 5 different ancestry groups, when considering either long or short total sleep time interactions in joint analyses, we identify 49 previously unreported lipid loci, and 10 additional previously unreported lipid loci in a restricted sample of European-ancestry cohorts. In addition, we identify new gene-sleep interactions for known lipid loci such as LPL and PCSK9. The previously unreported lipid loci have a modest explained variance in lipid levels: most notable, gene-short-sleep interactions explain 4.25% of the variance in triglyceride level. Collectively, these findings contribute to our understanding of the biological mechanisms involved in sleep-associated adverse lipid profiles.
1 aNoordam, Raymond1 aBos, Maxime, M1 aWang, Heming1 aWinkler, Thomas, W1 aBentley, Amy, R1 aKilpeläinen, Tuomas, O1 ade Vries, Paul, S1 aSung, Yun, Ju1 aSchwander, Karen1 aCade, Brian, E1 aManning, Alisa1 aAschard, Hugues1 aBrown, Michael, R1 aChen, Han1 aFranceschini, Nora1 aMusani, Solomon, K1 aRichard, Melissa1 aVojinovic, Dina1 aAslibekyan, Stella1 aBartz, Traci, M1 aFuentes, Lisa, de Las1 aFeitosa, Mary1 aHorimoto, Andrea, R1 aIlkov, Marjan1 aKho, Minjung1 aKraja, Aldi1 aLi, Changwei1 aLim, Elise1 aLiu, Yongmei1 aMook-Kanamori, Dennis, O1 aRankinen, Tuomo1 aTajuddin, Salman, M1 avan der Spek, Ashley1 aWang, Zhe1 aMarten, Jonathan1 aLaville, Vincent1 aAlver, Maris1 aEvangelou, Evangelos1 aGraff, Maria, E1 aHe, Meian1 aKuhnel, Brigitte1 aLyytikäinen, Leo-Pekka1 aMarques-Vidal, Pedro1 aNolte, Ilja, M1 aPalmer, Nicholette, D1 aRauramaa, Rainer1 aShu, Xiao-Ou1 aSnieder, Harold1 aWeiss, Stefan1 aWen, Wanqing1 aYanek, Lisa, R1 aAdolfo, Correa1 aBallantyne, Christie1 aBielak, Larry1 aBiermasz, Nienke, R1 aBoerwinkle, Eric1 aDimou, Niki1 aEiriksdottir, Gudny1 aGao, Chuan1 aGharib, Sina, A1 aGottlieb, Daniel, J1 aHaba-Rubio, José1 aHarris, Tamara, B1 aHeikkinen, Sami1 aHeinzer, Raphael1 aHixson, James, E1 aHomuth, Georg1 aIkram, Arfan, M1 aKomulainen, Pirjo1 aKrieger, Jose, E1 aLee, Jiwon1 aLiu, Jingmin1 aLohman, Kurt, K1 aLuik, Annemarie, I1 aMägi, Reedik1 aMartin, Lisa, W1 aMeitinger, Thomas1 aMetspalu, Andres1 aMilaneschi, Yuri1 aNalls, Mike, A1 aO'Connell, Jeff1 aPeters, Annette1 aPeyser, Patricia1 aRaitakari, Olli, T1 aReiner, Alex, P1 aRensen, Patrick, C N1 aRice, Treva, K1 aRich, Stephen, S1 aRoenneberg, Till1 aRotter, Jerome, I1 aSchreiner, Pamela, J1 aShikany, James1 aSidney, Stephen, S1 aSims, Mario1 aSitlani, Colleen, M1 aSofer, Tamar1 aStrauch, Konstantin1 aSwertz, Morris, A1 aTaylor, Kent, D1 aUitterlinden, André, G1 aDuijn, Cornelia, M1 aVölzke, Henry1 aWaldenberger, Melanie1 aWallance, Robert, B1 aDijk, Ko Willems1 aYu, Caizheng1 aZonderman, Alan, B1 aBecker, Diane, M1 aElliott, Paul1 aEsko, Tõnu1 aGieger, Christian1 aGrabe, Hans, J1 aLakka, Timo, A1 aLehtimäki, Terho1 aNorth, Kari, E1 aPenninx, Brenda, W J H1 aVollenweider, Peter1 aWagenknecht, Lynne, E1 aWu, Tangchun1 aXiang, Yong-Bing1 aZheng, Wei1 aArnett, Donna, K1 aBouchard, Claude1 aEvans, Michele, K1 aGudnason, Vilmundur1 aKardia, Sharon1 aKelly, Tanika, N1 aKritchevsky, Stephen, B1 aLoos, Ruth, J F1 aPereira, Alexandre, C1 aProvince, Mike1 aPsaty, Bruce, M1 aRotimi, Charles1 aZhu, Xiaofeng1 aAmin, Najaf1 aCupples, Adrienne, L1 aFornage, Myriam1 aFox, Ervin, F1 aGuo, Xiuqing1 aGauderman, James1 aRice, Kenneth1 aKooperberg, Charles1 aMunroe, Patricia, B1 aLiu, Ching-Ti1 aMorrison, Alanna, C1 aRao, Dabeeru, C1 avan Heemst, Diana1 aRedline, Susan uhttps://chs-nhlbi.org/node/820210097nas a2203265 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2019 eng d a2041-172300aMulti-ancestry study of blood lipid levels identifies four loci interacting with physical activity.0 aMultiancestry study of blood lipid levels identifies four loci i c2019 01 22 a3760 v103 aMany genetic loci affect circulating lipid levels, but it remains unknown whether lifestyle factors, such as physical activity, modify these genetic effects. To identify lipid loci interacting with physical activity, we performed genome-wide analyses of circulating HDL cholesterol, LDL cholesterol, and triglyceride levels in up to 120,979 individuals of European, African, Asian, Hispanic, and Brazilian ancestry, with follow-up of suggestive associations in an additional 131,012 individuals. We find four loci, in/near CLASP1, LHX1, SNTA1, and CNTNAP2, that are associated with circulating lipid levels through interaction with physical activity; higher levels of physical activity enhance the HDL cholesterol-increasing effects of the CLASP1, LHX1, and SNTA1 loci and attenuate the LDL cholesterol-increasing effect of the CNTNAP2 locus. The CLASP1, LHX1, and SNTA1 regions harbor genes linked to muscle function and lipid metabolism. Our results elucidate the role of physical activity interactions in the genetic contribution to blood lipid levels.
10aAdolescent10aAdult10aAfrican Continental Ancestry Group10aAged10aAged, 80 and over10aAsian Continental Ancestry Group10aBrazil10aCalcium-Binding Proteins10aCholesterol10aCholesterol, HDL10aCholesterol, LDL10aEuropean Continental Ancestry Group10aExercise10aFemale10aGenetic Loci10aGenome-Wide Association Study10aGenotype10aHispanic Americans10aHumans10aLIM-Homeodomain Proteins10aLipid Metabolism10aLipids10aMale10aMembrane Proteins10aMicrotubule-Associated Proteins10aMiddle Aged10aMuscle Proteins10aNerve Tissue Proteins10aTranscription Factors10aTriglycerides10aYoung Adult1 aKilpeläinen, Tuomas, O1 aBentley, Amy, R1 aNoordam, Raymond1 aSung, Yun, Ju1 aSchwander, Karen1 aWinkler, Thomas, W1 aJakupović, Hermina1 aChasman, Daniel, I1 aManning, Alisa1 aNtalla, Ioanna1 aAschard, Hugues1 aBrown, Michael, R1 aFuentes, Lisa, de Las1 aFranceschini, Nora1 aGuo, Xiuqing1 aVojinovic, Dina1 aAslibekyan, Stella1 aFeitosa, Mary, F1 aKho, Minjung1 aMusani, Solomon, K1 aRichard, Melissa1 aWang, Heming1 aWang, Zhe1 aBartz, Traci, M1 aBielak, Lawrence, F1 aCampbell, Archie1 aDorajoo, Rajkumar1 aFisher, Virginia1 aHartwig, Fernando, P1 aHorimoto, Andrea, R V R1 aLi, Changwei1 aLohman, Kurt, K1 aMarten, Jonathan1 aSim, Xueling1 aSmith, Albert, V1 aTajuddin, Salman, M1 aAlver, Maris1 aAmini, Marzyeh1 aBoissel, Mathilde1 aChai, Jin, Fang1 aChen, Xu1 aDivers, Jasmin1 aEvangelou, Evangelos1 aGao, Chuan1 aGraff, Mariaelisa1 aHarris, Sarah, E1 aHe, Meian1 aHsu, Fang-Chi1 aJackson, Anne, U1 aZhao, Jing Hua1 aKraja, Aldi, T1 aKuhnel, Brigitte1 aLaguzzi, Federica1 aLyytikäinen, Leo-Pekka1 aNolte, Ilja, M1 aRauramaa, Rainer1 aRiaz, Muhammad1 aRobino, Antonietta1 aRueedi, Rico1 aStringham, Heather, M1 aTakeuchi, Fumihiko1 avan der Most, Peter, J1 aVarga, Tibor, V1 aVerweij, Niek1 aWare, Erin, B1 aWen, Wanqing1 aLi, Xiaoyin1 aYanek, Lisa, R1 aAmin, Najaf1 aArnett, Donna, K1 aBoerwinkle, Eric1 aBrumat, Marco1 aCade, Brian1 aCanouil, Mickaël1 aChen, Yii-Der Ida1 aConcas, Maria, Pina1 aConnell, John1 ade Mutsert, Renée1 ade Silva, Janaka1 ade Vries, Paul, S1 aDemirkan, Ayse1 aDing, Jingzhong1 aEaton, Charles, B1 aFaul, Jessica, D1 aFriedlander, Yechiel1 aGabriel, Kelley, P1 aGhanbari, Mohsen1 aGiulianini, Franco1 aGu, Chi, Charles1 aGu, Dongfeng1 aHarris, Tamara, B1 aHe, Jiang1 aHeikkinen, Sami1 aHeng, Chew-Kiat1 aHunt, Steven, C1 aIkram, Arfan, M1 aJonas, Jost, B1 aKoh, Woon-Puay1 aKomulainen, Pirjo1 aKrieger, Jose, E1 aKritchevsky, Stephen, B1 aKutalik, Zoltán1 aKuusisto, Johanna1 aLangefeld, Carl, D1 aLangenberg, Claudia1 aLauner, Lenore, J1 aLeander, Karin1 aLemaitre, Rozenn, N1 aLewis, Cora, E1 aLiang, Jingjing1 aLiu, Jianjun1 aMägi, Reedik1 aManichaikul, Ani1 aMeitinger, Thomas1 aMetspalu, Andres1 aMilaneschi, Yuri1 aMohlke, Karen, L1 aMosley, Thomas, H1 aMurray, Alison, D1 aNalls, Mike, A1 aNang, Ei-Ei, Khaing1 aNelson, Christopher, P1 aNona, Sotoodehnia1 aNorris, Jill, M1 aNwuba, Chiamaka, Vivian1 aO'Connell, Jeff1 aPalmer, Nicholette, D1 aPapanicolau, George, J1 aPazoki, Raha1 aPedersen, Nancy, L1 aPeters, Annette1 aPeyser, Patricia, A1 aPolasek, Ozren1 aPorteous, David, J1 aPoveda, Alaitz1 aRaitakari, Olli, T1 aRich, Stephen, S1 aRisch, Neil1 aRobinson, Jennifer, G1 aRose, Lynda, M1 aRudan, Igor1 aSchreiner, Pamela, J1 aScott, Robert, A1 aSidney, Stephen, S1 aSims, Mario1 aSmith, Jennifer, A1 aSnieder, Harold1 aSofer, Tamar1 aStarr, John, M1 aSternfeld, Barbara1 aStrauch, Konstantin1 aTang, Hua1 aTaylor, Kent, D1 aTsai, Michael, Y1 aTuomilehto, Jaakko1 aUitterlinden, André, G1 avan der Ende, Yldau1 avan Heemst, Diana1 aVoortman, Trudy1 aWaldenberger, Melanie1 aWennberg, Patrik1 aWilson, Gregory1 aXiang, Yong-Bing1 aYao, Jie1 aYu, Caizheng1 aYuan, Jian-Min1 aZhao, Wei1 aZonderman, Alan, B1 aBecker, Diane, M1 aBoehnke, Michael1 aBowden, Donald, W1 ade Faire, Ulf1 aDeary, Ian, J1 aElliott, Paul1 aEsko, Tõnu1 aFreedman, Barry, I1 aFroguel, Philippe1 aGasparini, Paolo1 aGieger, Christian1 aKato, Norihiro1 aLaakso, Markku1 aLakka, Timo, A1 aLehtimäki, Terho1 aMagnusson, Patrik, K E1 aOldehinkel, Albertine, J1 aPenninx, Brenda, W J H1 aSamani, Nilesh, J1 aShu, Xiao-Ou1 aHarst, Pim1 avan Vliet-Ostaptchouk, Jana, V1 aVollenweider, Peter1 aWagenknecht, Lynne, E1 aWang, Ya, X1 aWareham, Nicholas, J1 aWeir, David, R1 aWu, Tangchun1 aZheng, Wei1 aZhu, Xiaofeng1 aEvans, Michele, K1 aFranks, Paul, W1 aGudnason, Vilmundur1 aHayward, Caroline1 aHorta, Bernardo, L1 aKelly, Tanika, N1 aLiu, Yongmei1 aNorth, Kari, E1 aPereira, Alexandre, C1 aRidker, Paul, M1 aTai, Shyong, E1 avan Dam, Rob, M1 aFox, Ervin, R1 aKardia, Sharon, L R1 aLiu, Ching-Ti1 aMook-Kanamori, Dennis, O1 aProvince, Michael, A1 aRedline, Susan1 aDuijn, Cornelia, M1 aRotter, Jerome, I1 aKooperberg, Charles, B1 aGauderman, James1 aPsaty, Bruce, M1 aRice, Kenneth1 aMunroe, Patricia, B1 aFornage, Myriam1 aCupples, Adrienne, L1 aRotimi, Charles, N1 aMorrison, Alanna, C1 aRao, Dabeeru, C1 aLoos, Ruth, J F1 aLifeLines Cohort Study uhttps://chs-nhlbi.org/node/797609183nas a2202869 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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/820709368nas a2202785 4500008004100000022001400041245012700055210006900182260001600251520166300267100002601930700001801956700002101974700002001995700002102015700002102036700002002057700002202077700001702099700001902116700002302135700002002158700002002178700002402198700002102222700002002243700002202263700002502285700002302310700001702333700002002350700001702370700002102387700002302408700001902431700002002450700002102470700001702491700002102508700002402529700002202553700002002575700002102595700001502616700001702631700002202648700001902670700001302689700002302702700001902725700002502744700001502769700002102784700002102805700001402826700001802840700002102858700002202879700001602901700002802917700001902945700001902964700002102983700001903004700001703023700001703040700002003057700001703077700002303094700001803117700001803135700001803153700001903171700001603190700001903206700002103225700001903246700002103265700002303286700002103309700001803330700001903348700002403367700002203391700001903413700002203432700002403454700001803478700002103496700002203517700002403539700002103563700002103584700002403605700001803629700002503647700001203672700001903684700002303703700002103726700001703747700002203764700001403786700002003800700002003820700001703840700002003857700002503877700002003902700002003922700002303942700002803965700001903993700002204012700001904034700001804053700002304071700001304094700002004107700002404127700001804151700001704169700002004186700001804206700002304224700002204247700002104269700002104290700001704311700002904328700001904357700002704376700002004403700002004423700002204443700002504465700002604490700002304516700001804539700002004557700002304577700002404600700001904624700002304643700002204666700001904688700002204707700001604729700003004745700002804775700002504803700002504828700002204853700002304875700001604898700002404914700002304938700001904961700002404980700002205004700002205026700002105048700002805069700002205097700002405119700002605143700001605169700001805185700001805203700001905221700001705240700001305257700001305270700001705283700001905300700001405319700002305333700002105356700002205377700001805399700001805417700001605435700002305451700002205474700002105496700002205517700002305539700002505562700001905587700001905606700001905625700002205644700002705666700002505693700002705718700002205745700001505767700002605782700001705808700001505825700001805840700002105858700002305879700001905902700002205921700002405943700002205967700002305989700002106012700002806033700001706061700002206078700001806100700002506118700002006143700002006163700002306183700001906206700002006225700002306245700002006268700001806288700002106306700002406327700001906351700002406370700002306394700001806417700002406435700002006459700002006479700002006499710002706519856003606546 2020 eng d a1476-557800aGene-educational attainment interactions in a multi-ancestry genome-wide meta-analysis identify novel blood pressure loci.0 aGeneeducational attainment interactions in a multiancestry genom c2020 May 053 aEducational attainment is widely used as a surrogate for socioeconomic status (SES). Low SES is a risk factor for hypertension and high blood pressure (BP). To identify novel BP loci, we performed multi-ancestry meta-analyses accounting for gene-educational attainment interactions using two variables, "Some College" (yes/no) and "Graduated College" (yes/no). Interactions were evaluated using both a 1 degree of freedom (DF) interaction term and a 2DF joint test of genetic and interaction effects. Analyses were performed for systolic BP, diastolic BP, mean arterial pressure, and pulse pressure. We pursued genome-wide interrogation in Stage 1 studies (N = 117 438) and follow-up on promising variants in Stage 2 studies (N = 293 787) in five ancestry groups. Through combined meta-analyses of Stages 1 and 2, we identified 84 known and 18 novel BP loci at genome-wide significance level (P < 5 × 10). Two novel loci were identified based on the 1DF test of interaction with educational attainment, while the remaining 16 loci were identified through the 2DF joint test of genetic and interaction effects. Ten novel loci were identified in individuals of African ancestry. Several novel loci show strong biological plausibility since they involve physiologic systems implicated in BP regulation. They include genes involved in the central nervous system-adrenal signaling axis (ZDHHC17, CADPS, PIK3C2G), vascular structure and function (GNB3, CDON), and renal function (HAS2 and HAS2-AS1, SLIT3). Collectively, these findings suggest a role of educational attainment or SES in further dissection of the genetic architecture of BP.
1 aFuentes, Lisa, de Las1 aSung, Yun, Ju1 aNoordam, Raymond1 aWinkler, Thomas1 aFeitosa, Mary, F1 aSchwander, Karen1 aBentley, Amy, R1 aBrown, Michael, R1 aGuo, Xiuqing1 aManning, Alisa1 aChasman, Daniel, I1 aAschard, Hugues1 aBartz, Traci, M1 aBielak, Lawrence, F1 aCampbell, Archie1 aCheng, Ching-Yu1 aDorajoo, Rajkumar1 aHartwig, Fernando, P1 aHorimoto, A, R V R1 aLi, Changwei1 aLi-Gao, Ruifang1 aLiu, Yongmei1 aMarten, Jonathan1 aMusani, Solomon, K1 aNtalla, Ioanna1 aRankinen, Tuomo1 aRichard, Melissa1 aSim, Xueling1 aSmith, Albert, V1 aTajuddin, Salman, M1 aTayo, Bamidele, O1 aVojinovic, Dina1 aWarren, Helen, R1 aXuan, Deng1 aAlver, Maris1 aBoissel, Mathilde1 aChai, Jin-Fang1 aChen, Xu1 aChristensen, Kaare1 aDivers, Jasmin1 aEvangelou, Evangelos1 aGao, Chuan1 aGirotto, Giorgia1 aHarris, Sarah, E1 aHe, Meian1 aHsu, Fang-Chi1 aKuhnel, Brigitte1 aLaguzzi, Federica1 aLi, Xiaoyin1 aLyytikäinen, Leo-Pekka1 aNolte, Ilja, M1 aPoveda, Alaitz1 aRauramaa, Rainer1 aRiaz, Muhammad1 aRueedi, Rico1 aShu, Xiao-Ou1 aSnieder, Harold1 aSofer, Tamar1 aTakeuchi, Fumihiko1 aVerweij, Niek1 aWare, Erin, B1 aWeiss, Stefan1 aYanek, Lisa, R1 aAmin, Najaf1 aArking, Dan, E1 aArnett, Donna, K1 aBergmann, Sven1 aBoerwinkle, Eric1 aBrody, Jennifer, A1 aBroeckel, Ulrich1 aBrumat, Marco1 aBurke, Gregory1 aCabrera, Claudia, P1 aCanouil, Mickaël1 aChee, Miao, Li1 aChen, Yii-Der Ida1 aCocca, Massimiliano1 aConnell, John1 ade Silva, Janaka1 ade Vries, Paul, S1 aEiriksdottir, Gudny1 aFaul, Jessica, D1 aFisher, Virginia1 aForrester, Terrence1 aFox, Ervin, F1 aFriedlander, Yechiel1 aGao, He1 aGigante, Bruna1 aGiulianini, Franco1 aGu, Chi, Charles1 aGu, Dongfeng1 aHarris, Tamara, B1 aHe, Jiang1 aHeikkinen, Sami1 aHeng, Chew-Kiat1 aHunt, Steven1 aIkram, Arfan, M1 aIrvin, Marguerite, R1 aKähönen, Mika1 aKavousi, Maryam1 aKhor, Chiea, Chuen1 aKilpeläinen, Tuomas, O1 aKoh, Woon-Puay1 aKomulainen, Pirjo1 aKraja, Aldi, T1 aKrieger, J, E1 aLangefeld, Carl, D1 aLi, Yize1 aLiang, Jingjing1 aLiewald, David, C M1 aLiu, Ching-Ti1 aLiu, Jianjun1 aLohman, Kurt, K1 aMägi, Reedik1 aMcKenzie, Colin, A1 aMeitinger, Thomas1 aMetspalu, Andres1 aMilaneschi, Yuri1 aMilani, Lili1 aMook-Kanamori, Dennis, O1 aNalls, Mike, A1 aNelson, Christopher, P1 aNorris, Jill, M1 aO'Connell, Jeff1 aOgunniyi, Adesola1 aPadmanabhan, Sandosh1 aPalmer, Nicholette, D1 aPedersen, Nancy, L1 aPerls, Thomas1 aPeters, Annette1 aPetersmann, Astrid1 aPeyser, Patricia, A1 aPolasek, Ozren1 aPorteous, David, J1 aRaffel, Leslie, J1 aRice, Treva, K1 aRotter, Jerome, I1 aRudan, Igor1 aRueda-Ochoa, Oscar-Leonel1 aSabanayagam, Charumathi1 aSalako, Babatunde, L1 aSchreiner, Pamela, J1 aShikany, James, M1 aSidney, Stephen, S1 aSims, Mario1 aSitlani, Colleen, M1 aSmith, Jennifer, A1 aStarr, John, M1 aStrauch, Konstantin1 aSwertz, Morris, A1 aTeumer, Alexander1 aTham, Yih, Chung1 aUitterlinden, André, G1 aVaidya, Dhananjay1 avan der Ende, Yldau1 aWaldenberger, Melanie1 aWang, Lihua1 aWang, Ya-Xing1 aBin Wei, Wen-1 aWeir, David, R1 aWen, Wanqing1 aYao, Jie1 aYu, Bing1 aYu, Caizheng1 aYuan, Jian-Min1 aZhao, Wei1 aZonderman, Alan, B1 aBecker, Diane, M1 aBowden, Donald, W1 aDeary, Ian, J1 aDörr, Marcus1 aEsko, Tõnu1 aFreedman, Barry, I1 aFroguel, Philippe1 aGasparini, Paolo1 aGieger, Christian1 aJonas, Jost, Bruno1 aKammerer, Candace, M1 aKato, Norihiro1 aLakka, Timo, A1 aLeander, Karin1 aLehtimäki, Terho1 aMagnusson, Patrik, K E1 aMarques-Vidal, Pedro1 aPenninx, Brenda, W J H1 aSamani, Nilesh, J1 aHarst, Pim1 aWagenknecht, Lynne, E1 aWu, Tangchun1 aZheng, Wei1 aZhu, Xiaofeng1 aBouchard, Claude1 aCooper, Richard, S1 aCorrea, Adolfo1 aEvans, Michele, K1 aGudnason, Vilmundur1 aHayward, Caroline1 aHorta, Bernardo, L1 aKelly, Tanika, N1 aKritchevsky, Stephen, B1 aLevy, Daniel1 aPalmas, Walter, R1 aPereira, A, C1 aProvince, Michael, M1 aPsaty, Bruce, M1 aRidker, Paul, M1 aRotimi, Charles, N1 aTai, Shyong, E1 avan Dam, Rob, M1 aDuijn, Cornelia, M1 aWong, Tien, Yin1 aRice, Kenneth1 aGauderman, James1 aMorrison, Alanna, C1 aNorth, Kari, E1 aKardia, Sharon, L R1 aCaulfield, Mark, J1 aElliott, Paul1 aMunroe, Patricia, B1 aFranks, Paul, W1 aRao, Dabeeru, C1 aFornage, Myriam1 aLifeLines Cohort Study uhttps://chs-nhlbi.org/node/838107958nas a2202377 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2020 eng d a2041-172300aMulti-ancestry GWAS of the electrocardiographic PR interval identifies 202 loci underlying cardiac conduction.0 aMultiancestry GWAS of the electrocardiographic PR interval ident c2020 May 21 a25420 v113 aThe electrocardiographic PR interval reflects atrioventricular conduction, and is associated with conduction abnormalities, pacemaker implantation, atrial fibrillation (AF), and cardiovascular mortality. Here we report a multi-ancestry (N = 293,051) genome-wide association meta-analysis for the PR interval, discovering 202 loci of which 141 have not previously been reported. Variants at identified loci increase the percentage of heritability explained, from 33.5% to 62.6%. We observe enrichment for cardiac muscle developmental/contractile and cytoskeletal genes, highlighting key regulation processes for atrioventricular conduction. Additionally, 8 loci not previously reported harbor genes underlying inherited arrhythmic syndromes and/or cardiomyopathies suggesting a role for these genes in cardiovascular pathology in the general population. We show that polygenic predisposition to PR interval duration is an endophenotype for cardiovascular disease, including distal conduction disease, AF, and atrioventricular pre-excitation. These findings advance our understanding of the polygenic basis of cardiac conduction, and the genetic relationship between PR interval duration and cardiovascular disease.
1 aNtalla, Ioanna1 aWeng, Lu-Chen1 aCartwright, James, H1 aHall, Amelia, Weber1 aSveinbjornsson, Gardar1 aTucker, Nathan, R1 aChoi, Seung, Hoan1 aChaffin, Mark, D1 aRoselli, Carolina1 aBarnes, Michael, R1 aMifsud, Borbala1 aWarren, Helen, R1 aHayward, Caroline1 aMarten, Jonathan1 aCranley, James, J1 aConcas, Maria, Pina1 aGasparini, Paolo1 aBoutin, Thibaud1 aKolcic, Ivana1 aPolasek, Ozren1 aRudan, Igor1 aAraujo, Nathalia, M1 aLima-Costa, Maria, Fernanda1 aRibeiro, Antonio, Luiz P1 aSouza, Renan, P1 aTarazona-Santos, Eduardo1 aGiedraitis, Vilmantas1 aIngelsson, Erik1 aMahajan, Anubha1 aMorris, Andrew, P1 aM, Fabiola, del Greco1 aFoco, Luisa1 aGögele, Martin1 aHicks, Andrew, A1 aCook, James, P1 aLind, Lars1 aLindgren, Cecilia, M1 aSundström, Johan1 aNelson, Christopher, P1 aRiaz, Muhammad, B1 aSamani, Nilesh, J1 aSinagra, Gianfranco1 aUlivi, Sheila1 aKähönen, Mika1 aMishra, Pashupati, P1 aMononen, Nina1 aNikus, Kjell1 aCaulfield, Mark, J1 aDominiczak, Anna1 aPadmanabhan, Sandosh1 aMontasser, May, E1 aO'Connell, Jeff, R1 aRyan, Kathleen1 aShuldiner, Alan, R1 aAeschbacher, Stefanie1 aConen, David1 aRisch, Lorenz1 aThériault, Sébastien1 aHutri-Kähönen, Nina1 aLehtimäki, Terho1 aLyytikäinen, Leo-Pekka1 aRaitakari, Olli, T1 aBarnes, Catriona, L K1 aCampbell, Harry1 aJoshi, Peter, K1 aWilson, James, F1 aIsaacs, Aaron1 aKors, Jan, A1 aDuijn, Cornelia, M1 aHuang, Paul, L1 aGudnason, Vilmundur1 aHarris, Tamara, B1 aLauner, Lenore, J1 aSmith, Albert, V1 aBottinger, Erwin, P1 aLoos, Ruth, J F1 aNadkarni, Girish, N1 aPreuss, Michael, H1 aCorrea, Adolfo1 aMei, Hao1 aWilson, James1 aMeitinger, Thomas1 aMüller-Nurasyid, Martina1 aPeters, Annette1 aWaldenberger, Melanie1 aMangino, Massimo1 aSpector, Timothy, D1 aRienstra, Michiel1 avan de Vegte, Yordi, J1 aHarst, Pim1 aVerweij, Niek1 aKääb, Stefan1 aSchramm, Katharina1 aSinner, Moritz, F1 aStrauch, Konstantin1 aCutler, Michael, J1 aFatkin, Diane1 aLondon, Barry1 aOlesen, Morten1 aRoden, Dan, M1 aShoemaker, Benjamin1 aSmith, Gustav1 aBiggs, Mary, L1 aBis, Joshua, C1 aBrody, Jennifer, A1 aPsaty, Bruce, M1 aRice, Kenneth1 aSotoodehnia, Nona1 aDe Grandi, Alessandro1 aFuchsberger, Christian1 aPattaro, Cristian1 aPramstaller, Peter, P1 aFord, Ian1 aJukema, Wouter1 aMacfarlane, Peter, W1 aTrompet, Stella1 aDörr, Marcus1 aFelix, Stephan, B1 aVölker, Uwe1 aWeiss, Stefan1 aHavulinna, Aki, S1 aJula, Antti1 aSääksjärvi, Katri1 aSalomaa, Veikko1 aGuo, Xiuqing1 aHeckbert, Susan, R1 aLin, Henry, J1 aRotter, Jerome, I1 aTaylor, Kent, D1 aYao, Jie1 ade Mutsert, Renée1 aMaan, Arie, C1 aMook-Kanamori, Dennis, O1 aNoordam, Raymond1 aCucca, Francesco1 aDing, Jun1 aLakatta, Edward, G1 aQian, Yong1 aTarasov, Kirill, V1 aLevy, Daniel1 aLin, Honghuang1 aNewton-Cheh, Christopher, H1 aLunetta, Kathryn, L1 aMurray, Alison, D1 aPorteous, David, J1 aSmith, Blair, H1 aStricker, Bruno, H1 aUitterlinden, Andre1 avan den Berg, Marten, E1 aHaessler, Jeffrey1 aJackson, Rebecca, D1 aKooperberg, Charles1 aPeters, Ulrike1 aReiner, Alexander, P1 aWhitsel, Eric, A1 aAlonso, Alvaro1 aArking, Dan, E1 aBoerwinkle, Eric1 aEhret, Georg, B1 aSoliman, Elsayed, Z1 aAvery, Christy, L1 aGogarten, Stephanie, M1 aKerr, Kathleen, F1 aLaurie, Cathy, C1 aSeyerle, Amanda, A1 aStilp, Adrienne1 aAssa, Solmaz1 aSaid, Abdullah1 avan der Ende, Yldau1 aLambiase, Pier, D1 aOrini, Michele1 aRamirez, Julia1 aVan Duijvenboden, Stefan1 aArnar, David, O1 aGudbjartsson, Daniel, F1 aHolm, Hilma1 aSulem, Patrick1 aThorleifsson, Gudmar1 aThorolfsdottir, Rosa, B1 aThorsteinsdottir, Unnur1 aBenjamin, Emelia, J1 aTinker, Andrew1 aStefansson, Kari1 aEllinor, Patrick, T1 aJamshidi, Yalda1 aLubitz, Steven, A1 aMunroe, Patricia, B uhttps://chs-nhlbi.org/node/836811212nas a2203445 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2021 eng d a1476-468700aGenetic insights into biological mechanisms governing human ovarian ageing.0 aGenetic insights into biological mechanisms governing human ovar c2021 Aug a393-3970 v5963 aReproductive longevity is essential for fertility and influences healthy ageing in women, but insights into its underlying biological mechanisms and treatments to preserve it are limited. Here we identify 290 genetic determinants of ovarian ageing, assessed using normal variation in age at natural menopause (ANM) in about 200,000 women of European ancestry. These common alleles were associated with clinical extremes of ANM; women in the top 1% of genetic susceptibility have an equivalent risk of premature ovarian insufficiency to those carrying monogenic FMR1 premutations. The identified loci implicate a broad range of DNA damage response (DDR) processes and include loss-of-function variants in key DDR-associated genes. Integration with experimental models demonstrates that these DDR processes act across the life-course to shape the ovarian reserve and its rate of depletion. Furthermore, we demonstrate that experimental manipulation of DDR pathways highlighted by human genetics increases fertility and extends reproductive life in mice. Causal inference analyses using the identified genetic variants indicate that extending reproductive life in women improves bone health and reduces risk of type 2 diabetes, but increases the risk of hormone-sensitive cancers. These findings provide insight into the mechanisms that govern ovarian ageing, when they act, and how they might be targeted by therapeutic approaches to extend fertility and prevent disease.
1 aRuth, Katherine, S1 aDay, Felix, R1 aHussain, Jazib1 aMartínez-Marchal, Ana1 aAiken, Catherine, E1 aAzad, Ajuna1 aThompson, Deborah, J1 aKnoblochova, Lucie1 aAbe, Hironori1 aTarry-Adkins, Jane, L1 aGonzalez, Javier, Martin1 aFontanillas, Pierre1 aClaringbould, Annique1 aBakker, Olivier, B1 aSulem, Patrick1 aWalters, Robin, G1 aTerao, Chikashi1 aTuron, Sandra1 aHorikoshi, Momoko1 aLin, Kuang1 aOnland-Moret, Charlotte, N1 aSankar, Aditya1 aHertz, Emil, Peter Thra1 aTimshel, Pascal, N1 aShukla, Vallari1 aBorup, Rehannah1 aOlsen, Kristina, W1 aAguilera, Paula1 aFerrer-Roda, Mònica1 aHuang, Yan1 aStankovic, Stasa1 aTimmers, Paul, R H J1 aAhearn, Thomas, U1 aAlizadeh, Behrooz, Z1 aNaderi, Elnaz1 aAndrulis, Irene, L1 aArnold, Alice, M1 aAronson, Kristan, J1 aAugustinsson, Annelie1 aBandinelli, Stefania1 aBarbieri, Caterina, M1 aBeaumont, Robin, N1 aBecher, Heiko1 aBeckmann, Matthias, W1 aBenonisdottir, Stefania1 aBergmann, Sven1 aBochud, Murielle1 aBoerwinkle, Eric1 aBojesen, Stig, E1 aBolla, Manjeet, K1 aBoomsma, Dorret, I1 aBowker, Nicholas1 aBrody, Jennifer, A1 aBroer, Linda1 aBuring, Julie, E1 aCampbell, Archie1 aCampbell, Harry1 aCastelao, Jose, E1 aCatamo, Eulalia1 aChanock, Stephen, J1 aChenevix-Trench, Georgia1 aCiullo, Marina1 aCorre, Tanguy1 aCouch, Fergus, J1 aCox, Angela1 aCrisponi, Laura1 aCross, Simon, S1 aCucca, Francesco1 aCzene, Kamila1 aSmith, George Davey1 ade Geus, Eco, J C N1 ade Mutsert, Renée1 aDe Vivo, Immaculata1 aDemerath, Ellen, W1 aDennis, Joe1 aDunning, Alison, M1 aDwek, Miriam1 aEriksson, Mikael1 aEsko, Tõnu1 aFasching, Peter, A1 aFaul, Jessica, D1 aFerrucci, Luigi1 aFranceschini, Nora1 aFrayling, Timothy, M1 aGago-Dominguez, Manuela1 aMezzavilla, Massimo1 aGarcía-Closas, Montserrat1 aGieger, Christian1 aGiles, Graham, G1 aGrallert, Harald1 aGudbjartsson, Daniel, F1 aGudnason, Vilmundur1 aGuénel, Pascal1 aHaiman, Christopher, A1 aHåkansson, Niclas1 aHall, Per1 aHayward, Caroline1 aHe, Chunyan1 aHe, Wei1 aHeiss, Gerardo1 aHøffding, Miya, K1 aHopper, John, L1 aHottenga, Jouke, J1 aHu, Frank1 aHunter, David1 aIkram, Mohammad, A1 aJackson, Rebecca, D1 aJoaquim, Micaella, D R1 aJohn, Esther, M1 aJoshi, Peter, K1 aKarasik, David1 aKardia, Sharon, L R1 aKartsonaki, Christiana1 aKarlsson, Robert1 aKitahara, Cari, M1 aKolcic, Ivana1 aKooperberg, Charles1 aKraft, Peter1 aKurian, Allison, W1 aKutalik, Zoltán1 aLa Bianca, Martina1 aLachance, Genevieve1 aLangenberg, Claudia1 aLauner, Lenore, J1 aLaven, Joop, S E1 aLawlor, Deborah, A1 aLe Marchand, Loïc1 aLi, Jingmei1 aLindblom, Annika1 aLindström, Sara1 aLindstrom, Tricia1 aLinet, Martha1 aLiu, Yongmei1 aLiu, Simin1 aLuan, Jian'an1 aMägi, Reedik1 aMagnusson, Patrik, K E1 aMangino, Massimo1 aMannermaa, Arto1 aMarco, Brumat1 aMarten, Jonathan1 aMartin, Nicholas, G1 aMbarek, Hamdi1 aMcKnight, Barbara1 aMedland, Sarah, E1 aMeisinger, Christa1 aMeitinger, Thomas1 aMenni, Cristina1 aMetspalu, Andres1 aMilani, Lili1 aMilne, Roger, L1 aMontgomery, Grant, W1 aMook-Kanamori, Dennis, O1 aMulas, Antonella1 aMulligan, Anna, M1 aMurray, Alison1 aNalls, Mike, A1 aNewman, Anne1 aNoordam, Raymond1 aNutile, Teresa1 aNyholt, Dale, R1 aOlshan, Andrew, F1 aOlsson, Håkan1 aPainter, Jodie, N1 aPatel, Alpa, V1 aPedersen, Nancy, L1 aPerjakova, Natalia1 aPeters, Annette1 aPeters, Ulrike1 aPharoah, Paul, D P1 aPolasek, Ozren1 aPorcu, Eleonora1 aPsaty, Bruce, M1 aRahman, Iffat1 aRennert, Gad1 aRennert, Hedy, S1 aRidker, Paul, M1 aRing, Susan, M1 aRobino, Antonietta1 aRose, Lynda, M1 aRosendaal, Frits, R1 aRossouw, Jacques1 aRudan, Igor1 aRueedi, Rico1 aRuggiero, Daniela1 aSala, Cinzia, F1 aSaloustros, Emmanouil1 aSandler, Dale, P1 aSanna, Serena1 aSawyer, Elinor, J1 aSarnowski, Chloe1 aSchlessinger, David1 aSchmidt, Marjanka, K1 aSchoemaker, Minouk, J1 aSchraut, Katharina, E1 aScott, Christopher1 aShekari, Saleh1 aShrikhande, Amruta1 aSmith, Albert, V1 aSmith, Blair, H1 aSmith, Jennifer, A1 aSorice, Rossella1 aSouthey, Melissa, C1 aSpector, Tim, D1 aSpinelli, John, J1 aStampfer, Meir1 aStöckl, Doris1 avan Meurs, Joyce, B J1 aStrauch, Konstantin1 aStyrkarsdottir, Unnur1 aSwerdlow, Anthony, J1 aTanaka, Toshiko1 aTeras, Lauren, R1 aTeumer, Alexander1 aÞorsteinsdottir, Unnur1 aTimpson, Nicholas, J1 aToniolo, Daniela1 aTraglia, Michela1 aTroester, Melissa, A1 aTruong, Thérèse1 aTyrrell, Jessica1 aUitterlinden, André, G1 aUlivi, Sheila1 aVachon, Celine, M1 aVitart, Veronique1 aVölker, Uwe1 aVollenweider, Peter1 aVölzke, Henry1 aWang, Qin1 aWareham, Nicholas, J1 aWeinberg, Clarice, R1 aWeir, David, R1 aWilcox, Amber, N1 aDijk, Ko Willems1 aWillemsen, Gonneke1 aWilson, James, F1 aWolffenbuttel, Bruce, H R1 aWolk, Alicja1 aWood, Andrew, R1 aZhao, Wei1 aZygmunt, Marek1 aChen, Zhengming1 aLi, Liming1 aFranke, Lude1 aBurgess, Stephen1 aDeelen, Patrick1 aPers, Tune, H1 aGrøndahl, Marie, Louise1 aAndersen, Claus, Yding1 aPujol, Anna1 aLopez-Contreras, Andres, J1 aDaniel, Jeremy, A1 aStefansson, Kari1 aChang-Claude, Jenny1 aSchouw, Yvonne, T1 aLunetta, Kathryn, L1 aChasman, Daniel, I1 aEaston, Douglas, F1 aVisser, Jenny, A1 aOzanne, Susan, E1 aNamekawa, Satoshi, H1 aSolc, Petr1 aMurabito, Joanne, M1 aOng, Ken, K1 aHoffmann, Eva, R1 aMurray, Anna1 aRoig, Ignasi1 aPerry, John, R B1 aBiobank-based Integrative Omics Study (BIOS) Consortium1 aeQTLGen Consortium1 aBioBank Japan Project1 aChina Kadoorie Biobank Collaborative Group1 akConFab Investigators1 aLifeLines Cohort Study1 aInterAct Consortium1 a23andMe Research Team uhttps://chs-nhlbi.org/node/883512282nas 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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2023 eng d a1664-802100aGene-educational attainment interactions in a multi-population genome-wide meta-analysis identify novel lipid loci.0 aGeneeducational attainment interactions in a multipopulation gen c2023 a12353370 v143 aEducational attainment, widely used in epidemiologic studies as a surrogate for socioeconomic status, is a predictor of cardiovascular health outcomes. A two-stage genome-wide meta-analysis of low-density lipoprotein cholesterol (LDL), high-density lipoprotein cholesterol (HDL), and triglyceride (TG) levels was performed while accounting for gene-educational attainment interactions in up to 226,315 individuals from five population groups. We considered two educational attainment variables: "Some College" (yes/no, for any education beyond high school) and "Graduated College" (yes/no, for completing a 4-year college degree). Genome-wide significant ( < 5 × 10) and suggestive ( < 1 × 10) variants were identified in Stage 1 (in up to 108,784 individuals) through genome-wide analysis, and those variants were followed up in Stage 2 studies (in up to 117,531 individuals). In combined analysis of Stages 1 and 2, we identified 18 novel lipid loci (nine for LDL, seven for HDL, and two for TG) by two degree-of-freedom (2 DF) joint tests of main and interaction effects. Four loci showed significant interaction with educational attainment. Two loci were significant only in cross-population analyses. Several loci include genes with known or suggested roles in adipose (), brain (), and liver () biology, highlighting the potential importance of brain-adipose-liver communication in the regulation of lipid metabolism. An investigation of the potential druggability of genes in identified loci resulted in five gene targets shown to interact with drugs approved by the Food and Drug Administration, including genes with roles in adipose and brain tissue. Genome-wide interaction analysis of educational attainment identified novel lipid loci not previously detected by analyses limited to main genetic effects.
1 aFuentes, Lisa, de Las1 aSchwander, Karen, L1 aBrown, Michael, R1 aBentley, Amy, R1 aWinkler, Thomas, W1 aSung, Yun, Ju1 aMunroe, Patricia, B1 aMiller, Clint, L1 aAschard, Hugo1 aAslibekyan, Stella1 aBartz, Traci, M1 aBielak, Lawrence, F1 aChai, Jin, Fang1 aCheng, Ching-Yu1 aDorajoo, Rajkumar1 aFeitosa, Mary, F1 aGuo, Xiuqing1 aHartwig, Fernando, P1 aHorimoto, Andrea1 aKolcic, Ivana1 aLim, Elise1 aLiu, Yongmei1 aManning, Alisa, K1 aMarten, Jonathan1 aMusani, Solomon, K1 aNoordam, Raymond1 aPadmanabhan, Sandosh1 aRankinen, Tuomo1 aRichard, Melissa, A1 aRidker, Paul, M1 aSmith, Albert, V1 aVojinovic, Dina1 aZonderman, Alan, B1 aAlver, Maris1 aBoissel, Mathilde1 aChristensen, Kaare1 aFreedman, Barry, I1 aGao, Chuan1 aGiulianini, Franco1 aHarris, Sarah, E1 aHe, Meian1 aHsu, Fang-Chi1 aKuhnel, Brigitte1 aLaguzzi, Federica1 aLi, Xiaoyin1 aLyytikäinen, Leo-Pekka1 aNolte, Ilja, M1 aPoveda, Alaitz1 aRauramaa, Rainer1 aRiaz, Muhammad1 aRobino, Antonietta1 aSofer, Tamar1 aTakeuchi, Fumihiko1 aTayo, Bamidele, O1 avan der Most, Peter, J1 aVerweij, Niek1 aWare, Erin, B1 aWeiss, Stefan1 aWen, Wanqing1 aYanek, Lisa, R1 aZhan, Yiqiang1 aAmin, Najaf1 aArking, Dan, E1 aBallantyne, Christie1 aBoerwinkle, Eric1 aBrody, Jennifer, A1 aBroeckel, Ulrich1 aCampbell, Archie1 aCanouil, Mickaël1 aChai, Xiaoran1 aChen, Yii-Der Ida1 aChen, Xu1 aChitrala, Kumaraswamy, Naidu1 aConcas, Maria, Pina1 ade Faire, Ulf1 ade Mutsert, Renée1 ade Silva, Janaka1 ade Vries, Paul, S1 aDo, Ahn1 aFaul, Jessica, D1 aFisher, Virginia1 aFloyd, James, S1 aForrester, Terrence1 aFriedlander, Yechiel1 aGirotto, Giorgia1 aGu, Charles1 aHallmans, Göran1 aHeikkinen, Sami1 aHeng, Chew-Kiat1 aHomuth, Georg1 aHunt, Steven1 aIkram, Arfan, M1 aJacobs, David, R1 aKavousi, Maryam1 aKhor, Chiea, Chuen1 aKilpeläinen, Tuomas, O1 aKoh, Woon-Puay1 aKomulainen, Pirjo1 aLangefeld, Carl, D1 aLiang, Jingjing1 aLiu, Kiang1 aLiu, Jianjun1 aLohman, Kurt1 aMägi, Reedik1 aManichaikul, Ani, W1 aMcKenzie, Colin, A1 aMeitinger, Thomas1 aMilaneschi, Yuri1 aNauck, Matthias1 aNelson, Christopher, P1 aO'Connell, Jeffrey, R1 aPalmer, Nicholette, D1 aPereira, Alexandre, C1 aPerls, Thomas1 aPeters, Annette1 aPolasek, Ozren1 aRaitakari, Olli, T1 aRice, Kenneth1 aRice, Treva, K1 aRich, Stephen, S1 aSabanayagam, Charumathi1 aSchreiner, Pamela, J1 aShu, Xiao-Ou1 aSidney, Stephen1 aSims, Mario1 aSmith, Jennifer, A1 aStarr, John, M1 aStrauch, Konstantin1 aTai, Shyong, E1 aTaylor, Kent, D1 aTsai, Michael, Y1 aUitterlinden, André, G1 avan Heemst, Diana1 aWaldenberger, Melanie1 aWang, Ya-Xing1 aBin Wei, Wen-1 aWilson, Gregory1 aXuan, Deng1 aYao, Jie1 aYu, Caizheng1 aYuan, Jian-Min1 aZhao, Wei1 aBecker, Diane, M1 aBonnefond, Amélie1 aBowden, Donald, W1 aCooper, Richard, S1 aDeary, Ian, J1 aDivers, Jasmin1 aEsko, Tõnu1 aFranks, Paul, W1 aFroguel, Philippe1 aGieger, Christian1 aJonas, Jost, B1 aKato, Norihiro1 aLakka, Timo, A1 aLeander, Karin1 aLehtimäki, Terho1 aMagnusson, Patrik, K E1 aNorth, Kari, E1 aNtalla, Ioanna1 aPenninx, Brenda1 aSamani, Nilesh, J1 aSnieder, Harold1 aSpedicati, Beatrice1 aHarst, Pim1 aVölzke, Henry1 aWagenknecht, Lynne, E1 aWeir, David, R1 aWojczynski, Mary, K1 aWu, Tangchun1 aZheng, Wei1 aZhu, Xiaofeng1 aBouchard, Claude1 aChasman, Daniel, I1 aEvans, Michele, K1 aFox, Ervin, R1 aGudnason, Vilmundur1 aHayward, Caroline1 aHorta, Bernardo, L1 aKardia, Sharon, L R1 aKrieger, Jose, Eduardo1 aMook-Kanamori, Dennis, O1 aPeyser, Patricia, A1 aProvince, Michael, M1 aPsaty, Bruce, M1 aRudan, Igor1 aSim, Xueling1 aSmith, Blair, H1 avan Dam, Rob, M1 aDuijn, Cornelia, M1 aWong, Tien, Yin1 aArnett, Donna, K1 aRao, Dabeeru, C1 aGauderman, James1 aLiu, Ching-Ti1 aMorrison, Alanna, C1 aRotter, Jerome, I1 aFornage, Myriam uhttps://chs-nhlbi.org/node/9535