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Obesity is globally prevalent and highly heritable, but its underlying genetic factors remain largely elusive. To identify genetic loci for obesity susceptibility, we examined associations between body mass index and ∼ 2.8 million SNPs in up to 123,865 individuals with targeted follow up of 42 SNPs in up to 125,931 additional individuals. We confirmed 14 known obesity susceptibility loci and identified 18 new loci associated with body mass index (P < 5 × 10⁻⁸), one of which includes a copy number variant near GPRC5B. Some loci (at MC4R, POMC, SH2B1 and BDNF) map near key hypothalamic regulators of energy balance, and one of these loci is near GIPR, an incretin receptor. Furthermore, genes in other newly associated loci may provide new insights into human body weight regulation.
10aBody Height10aBody Mass Index10aBody Size10aBody Weight10aChromosome Mapping10aEuropean Continental Ancestry Group10aGenetic Predisposition to Disease10aGenome-Wide Association Study10aHumans10aObesity10aPolymorphism, Single Nucleotide1 aSpeliotes, Elizabeth, K1 aWiller, Cristen, J1 aBerndt, Sonja, I1 aMonda, Keri, L1 aThorleifsson, Gudmar1 aJackson, Anne, U1 aAllen, Hana, Lango1 aLindgren, Cecilia, M1 aLuan, Jian'an1 aMägi, Reedik1 aRandall, Joshua, C1 aVedantam, Sailaja1 aWinkler, Thomas, W1 aQi, Lu1 aWorkalemahu, Tsegaselassie1 aHeid, Iris, M1 aSteinthorsdottir, Valgerdur1 aStringham, Heather, M1 aWeedon, Michael, N1 aWheeler, Eleanor1 aWood, Andrew, R1 aFerreira, Teresa1 aWeyant, Robert, J1 aSegrè, Ayellet, V1 aEstrada, Karol1 aLiang, Liming1 aNemesh, James1 aPark, Ju-Hyun1 aGustafsson, Stefan1 aKilpeläinen, Tuomas, O1 aYang, Jian1 aBouatia-Naji, Nabila1 aEsko, Tõnu1 aFeitosa, Mary, F1 aKutalik, Zoltán1 aMangino, Massimo1 aRaychaudhuri, Soumya1 aScherag, Andre1 aSmith, Albert, Vernon1 aWelch, Ryan1 aZhao, Jing Hua1 aAben, Katja, K1 aAbsher, Devin, M1 aAmin, Najaf1 aDixon, Anna, L1 aFisher, Eva1 aGlazer, Nicole, L1 aGoddard, Michael, E1 aHeard-Costa, Nancy, L1 aHoesel, Volker1 aHottenga, Jouke-Jan1 aJohansson, Asa1 aJohnson, Toby1 aKetkar, Shamika1 aLamina, Claudia1 aLi, Shengxu1 aMoffatt, Miriam, F1 aMyers, Richard, H1 aNarisu, Narisu1 aPerry, John, R B1 aPeters, Marjolein, J1 aPreuss, Michael1 aRipatti, Samuli1 aRivadeneira, Fernando1 aSandholt, Camilla1 aScott, Laura, J1 aTimpson, Nicholas, J1 aTyrer, Jonathan, P1 avan Wingerden, Sophie1 aWatanabe, Richard, M1 aWhite, Charles, C1 aWiklund, Fredrik1 aBarlassina, Christina1 aChasman, Daniel, I1 aCooper, Matthew, N1 aJansson, John-Olov1 aLawrence, Robert, W1 aPellikka, Niina1 aProkopenko, Inga1 aShi, Jianxin1 aThiering, Elisabeth1 aAlavere, Helene1 aAlibrandi, Maria, T S1 aAlmgren, Peter1 aArnold, Alice, M1 aAspelund, Thor1 aAtwood, Larry, D1 aBalkau, Beverley1 aBalmforth, Anthony, J1 aBennett, Amanda, J1 aBen-Shlomo, Yoav1 aBergman, Richard, N1 aBergmann, Sven1 aBiebermann, Heike1 aBlakemore, Alexandra, I F1 aBoes, Tanja1 aBonnycastle, Lori, L1 aBornstein, Stefan, R1 aBrown, Morris, J1 aBuchanan, Thomas, A1 aBusonero, Fabio1 aCampbell, Harry1 aCappuccio, Francesco, P1 aCavalcanti-Proença, Christine1 aChen, Yii-Der Ida1 aChen, Chih-Mei1 aChines, Peter, S1 aClarke, Robert1 aCoin, Lachlan1 aConnell, John1 aDay, Ian, N M1 aHeijer, Martin, den1 aDuan, Jubao1 aEbrahim, Shah1 aElliott, Paul1 aElosua, Roberto1 aEiriksdottir, Gudny1 aErdos, Michael, R1 aEriksson, Johan, G1 aFacheris, Maurizio, F1 aFelix, Stephan, B1 aFischer-Posovszky, Pamela1 aFolsom, Aaron, R1 aFriedrich, Nele1 aFreimer, Nelson, B1 aFu, Mao1 aGaget, Stefan1 aGejman, Pablo, V1 aGeus, Eco, J C1 aGieger, Christian1 aGjesing, Anette, P1 aGoel, Anuj1 aGoyette, Philippe1 aGrallert, Harald1 aGrässler, Jürgen1 aGreenawalt, Danielle, M1 aGroves, Christopher, J1 aGudnason, Vilmundur1 aGuiducci, Candace1 aHartikainen, Anna-Liisa1 aHassanali, Neelam1 aHall, Alistair, S1 aHavulinna, Aki, S1 aHayward, Caroline1 aHeath, Andrew, C1 aHengstenberg, Christian1 aHicks, Andrew, A1 aHinney, Anke1 aHofman, Albert1 aHomuth, Georg1 aHui, Jennie1 aIgl, Wilmar1 aIribarren, Carlos1 aIsomaa, Bo1 aJacobs, Kevin, B1 aJarick, Ivonne1 aJewell, Elizabeth1 aJohn, Ulrich1 aJørgensen, Torben1 aJousilahti, Pekka1 aJula, Antti1 aKaakinen, Marika1 aKajantie, Eero1 aKaplan, Lee, M1 aKathiresan, Sekar1 aKettunen, Johannes1 aKinnunen, Leena1 aKnowles, Joshua, W1 aKolcic, Ivana1 aKönig, Inke, R1 aKoskinen, Seppo1 aKovacs, Peter1 aKuusisto, Johanna1 aKraft, Peter1 aKvaløy, Kirsti1 aLaitinen, Jaana1 aLantieri, Olivier1 aLanzani, Chiara1 aLauner, Lenore, J1 aLecoeur, Cécile1 aLehtimäki, Terho1 aLettre, Guillaume1 aLiu, Jianjun1 aLokki, Marja-Liisa1 aLorentzon, Mattias1 aLuben, Robert, N1 aLudwig, Barbara1 aManunta, Paolo1 aMarek, Diana1 aMarre, Michel1 aMartin, Nicholas, G1 aMcArdle, Wendy, L1 aMcCarthy, Anne1 aMcKnight, Barbara1 aMeitinger, Thomas1 aMelander, Olle1 aMeyre, David1 aMidthjell, Kristian1 aMontgomery, Grant, W1 aMorken, Mario, A1 aMorris, Andrew, P1 aMulic, Rosanda1 aNgwa, Julius, S1 aNelis, Mari1 aNeville, Matt, J1 aNyholt, Dale, R1 aO'Donnell, Christopher, J1 aO'Rahilly, Stephen1 aOng, Ken, K1 aOostra, Ben1 aParé, Guillaume1 aParker, Alex, N1 aPerola, Markus1 aPichler, Irene1 aPietiläinen, Kirsi, H1 aPlatou, Carl, G P1 aPolasek, Ozren1 aPouta, Anneli1 aRafelt, Suzanne1 aRaitakari, Olli1 aRayner, Nigel, W1 aRidderstråle, Martin1 aRief, Winfried1 aRuokonen, Aimo1 aRobertson, Neil, R1 aRzehak, Peter1 aSalomaa, Veikko1 aSanders, Alan, R1 aSandhu, Manjinder, S1 aSanna, Serena1 aSaramies, Jouko1 aSavolainen, Markku, J1 aScherag, Susann1 aSchipf, Sabine1 aSchreiber, Stefan1 aSchunkert, Heribert1 aSilander, Kaisa1 aSinisalo, Juha1 aSiscovick, David, S1 aSmit, Jan, H1 aSoranzo, Nicole1 aSovio, Ulla1 aStephens, Jonathan1 aSurakka, Ida1 aSwift, Amy, J1 aTammesoo, Mari-Liis1 aTardif, Jean-Claude1 aTeder-Laving, Maris1 aTeslovich, Tanya, M1 aThompson, John, R1 aThomson, Brian1 aTönjes, Anke1 aTuomi, Tiinamaija1 avan Meurs, Joyce, B J1 avan Ommen, Gert-Jan1 aVatin, Vincent1 aViikari, Jorma1 aVisvikis-Siest, Sophie1 aVitart, Veronique1 aVogel, Carla, I G1 aVoight, Benjamin, F1 aWaite, Lindsay, L1 aWallaschofski, Henri1 aWalters, Bragi, G1 aWiden, Elisabeth1 aWiegand, Susanna1 aWild, Sarah, H1 aWillemsen, Gonneke1 aWitte, Daniel, R1 aWitteman, Jacqueline, C1 aXu, Jianfeng1 aZhang, Qunyuan1 aZgaga, Lina1 aZiegler, Andreas1 aZitting, Paavo1 aBeilby, John, P1 aFarooqi, Sadaf1 aHebebrand, Johannes1 aHuikuri, Heikki, V1 aJames, Alan, L1 aKähönen, Mika1 aLevinson, Douglas, F1 aMacciardi, Fabio1 aNieminen, Markku, S1 aOhlsson, Claes1 aPalmer, Lyle, J1 aRidker, Paul, M1 aStumvoll, Michael1 aBeckmann, Jacques, S1 aBoeing, Heiner1 aBoerwinkle, Eric1 aBoomsma, Dorret, I1 aCaulfield, Mark, J1 aChanock, Stephen, J1 aCollins, Francis, S1 aCupples, Adrienne, L1 aSmith, George Davey1 aErdmann, Jeanette1 aFroguel, Philippe1 aGrönberg, Henrik1 aGyllensten, Ulf1 aHall, Per1 aHansen, Torben1 aHarris, Tamara, B1 aHattersley, Andrew, T1 aHayes, Richard, B1 aHeinrich, Joachim1 aHu, Frank, B1 aHveem, Kristian1 aIllig, Thomas1 aJarvelin, Marjo-Riitta1 aKaprio, Jaakko1 aKarpe, Fredrik1 aKhaw, Kay-Tee1 aKiemeney, Lambertus, A1 aKrude, Heiko1 aLaakso, Markku1 aLawlor, Debbie, A1 aMetspalu, Andres1 aMunroe, Patricia, B1 aOuwehand, Willem, H1 aPedersen, Oluf1 aPenninx, Brenda, W1 aPeters, Annette1 aPramstaller, Peter, P1 aQuertermous, Thomas1 aReinehr, Thomas1 aRissanen, Aila1 aRudan, Igor1 aSamani, Nilesh, J1 aSchwarz, Peter, E H1 aShuldiner, Alan, R1 aSpector, Timothy, D1 aTuomilehto, Jaakko1 aUda, Manuela1 aUitterlinden, Andre1 aValle, Timo, T1 aWabitsch, Martin1 aWaeber, Gérard1 aWareham, Nicholas, J1 aWatkins, Hugh1 aWilson, James, F1 aWright, Alan, F1 aZillikens, Carola, M1 aChatterjee, Nilanjan1 aMcCarroll, Steven, A1 aPurcell, Shaun1 aSchadt, Eric, E1 aVisscher, Peter, M1 aAssimes, Themistocles, L1 aBorecki, Ingrid, B1 aDeloukas, Panos1 aFox, Caroline, S1 aGroop, Leif, C1 aHaritunians, Talin1 aHunter, David, J1 aKaplan, Robert, C1 aMohlke, Karen, L1 aO'Connell, Jeffrey, R1 aPeltonen, Leena1 aSchlessinger, David1 aStrachan, David, P1 aDuijn, Cornelia, M1 aWichmann, H-Erich1 aFrayling, Timothy, M1 aThorsteinsdottir, Unnur1 aAbecasis, Goncalo, R1 aBarroso, Inês1 aBoehnke, Michael1 aStefansson, Kari1 aNorth, Kari, E1 aMcCarthy, Mark, I1 aHirschhorn, Joel, N1 aIngelsson, Erik1 aLoos, Ruth, J F1 aMAGIC1 aProcardis Consortium uhttps://chs-nhlbi.org/node/123712698nas a2203781 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2010 eng d a1476-468700aHundreds of variants clustered in genomic loci and biological pathways affect human height.0 aHundreds of variants clustered in genomic loci and biological pa c2010 Oct 14 a832-80 v4673 aMost common human traits and diseases have a polygenic pattern of inheritance: DNA sequence variants at many genetic loci influence the phenotype. Genome-wide association (GWA) studies have identified more than 600 variants associated with human traits, but these typically explain small fractions of phenotypic variation, raising questions about the use of further studies. Here, using 183,727 individuals, we show that hundreds of genetic variants, in at least 180 loci, influence adult height, a highly heritable and classic polygenic trait. The large number of loci reveals patterns with important implications for genetic studies of common human diseases and traits. First, the 180 loci are not random, but instead are enriched for genes that are connected in biological pathways (P = 0.016) and that underlie skeletal growth defects (P < 0.001). Second, the likely causal gene is often located near the most strongly associated variant: in 13 of 21 loci containing a known skeletal growth gene, that gene was closest to the associated variant. Third, at least 19 loci have multiple independently associated variants, suggesting that allelic heterogeneity is a frequent feature of polygenic traits, that comprehensive explorations of already-discovered loci should discover additional variants and that an appreciable fraction of associated loci may have been identified. Fourth, associated variants are enriched for likely functional effects on genes, being over-represented among variants that alter amino-acid structure of proteins and expression levels of nearby genes. Our data explain approximately 10% of the phenotypic variation in height, and we estimate that unidentified common variants of similar effect sizes would increase this figure to approximately 16% of phenotypic variation (approximately 20% of heritable variation). Although additional approaches are needed to dissect the genetic architecture of polygenic human traits fully, our findings indicate that GWA studies can identify large numbers of loci that implicate biologically relevant genes and pathways.
10aBody Height10aChromosomes, Human, Pair 310aGenetic Loci10aGenetic Predisposition to Disease10aGenome, Human10aGenome-Wide Association Study10aHumans10aMetabolic Networks and Pathways10aMultifactorial Inheritance10aPhenotype10aPolymorphism, Single Nucleotide1 aAllen, Hana, Lango1 aEstrada, Karol1 aLettre, Guillaume1 aBerndt, Sonja, I1 aWeedon, Michael, N1 aRivadeneira, Fernando1 aWiller, Cristen, J1 aJackson, Anne, U1 aVedantam, Sailaja1 aRaychaudhuri, Soumya1 aFerreira, Teresa1 aWood, Andrew, R1 aWeyant, Robert, J1 aSegrè, Ayellet, V1 aSpeliotes, Elizabeth, K1 aWheeler, Eleanor1 aSoranzo, Nicole1 aPark, Ju-Hyun1 aYang, Jian1 aGudbjartsson, Daniel1 aHeard-Costa, Nancy, L1 aRandall, Joshua, C1 aQi, Lu1 aSmith, Albert, Vernon1 aMägi, Reedik1 aPastinen, Tomi1 aLiang, Liming1 aHeid, Iris, M1 aLuan, Jian'an1 aThorleifsson, Gudmar1 aWinkler, Thomas, W1 aGoddard, Michael, E1 aLo, Ken, Sin1 aPalmer, Cameron1 aWorkalemahu, Tsegaselassie1 aAulchenko, Yurii, S1 aJohansson, Asa1 aZillikens, Carola, M1 aFeitosa, Mary, F1 aEsko, Tõnu1 aJohnson, Toby1 aKetkar, Shamika1 aKraft, Peter1 aMangino, Massimo1 aProkopenko, Inga1 aAbsher, Devin1 aAlbrecht, Eva1 aErnst, Florian1 aGlazer, Nicole, L1 aHayward, Caroline1 aHottenga, Jouke-Jan1 aJacobs, Kevin, B1 aKnowles, Joshua, W1 aKutalik, Zoltán1 aMonda, Keri, L1 aPolasek, Ozren1 aPreuss, Michael1 aRayner, Nigel, W1 aRobertson, Neil, R1 aSteinthorsdottir, Valgerdur1 aTyrer, Jonathan, P1 aVoight, Benjamin, F1 aWiklund, Fredrik1 aXu, Jianfeng1 aZhao, Jing Hua1 aNyholt, Dale, R1 aPellikka, Niina1 aPerola, Markus1 aPerry, John, R B1 aSurakka, Ida1 aTammesoo, Mari-Liis1 aAltmaier, Elizabeth, L1 aAmin, Najaf1 aAspelund, Thor1 aBhangale, Tushar1 aBoucher, Gabrielle1 aChasman, Daniel, I1 aChen, Constance1 aCoin, Lachlan1 aCooper, Matthew, N1 aDixon, Anna, L1 aGibson, Quince1 aGrundberg, Elin1 aHao, Ke1 aJunttila, Juhani1 aKaplan, Lee, M1 aKettunen, Johannes1 aKönig, Inke, R1 aKwan, Tony1 aLawrence, Robert, W1 aLevinson, Douglas, F1 aLorentzon, Mattias1 aMcKnight, Barbara1 aMorris, Andrew, P1 aMüller, Martina1 aNgwa, Julius, Suh1 aPurcell, Shaun1 aRafelt, Suzanne1 aSalem, Rany, M1 aSalvi, Erika1 aSanna, Serena1 aShi, Jianxin1 aSovio, Ulla1 aThompson, John, R1 aTurchin, Michael, C1 aVandenput, Liesbeth1 aVerlaan, Dominique, J1 aVitart, Veronique1 aWhite, Charles, C1 aZiegler, Andreas1 aAlmgren, Peter1 aBalmforth, Anthony, J1 aCampbell, Harry1 aCitterio, Lorena1 aDe Grandi, Alessandro1 aDominiczak, Anna1 aDuan, Jubao1 aElliott, Paul1 aElosua, Roberto1 aEriksson, Johan, G1 aFreimer, Nelson, B1 aGeus, Eco, J C1 aGlorioso, Nicola1 aHaiqing, Shen1 aHartikainen, Anna-Liisa1 aHavulinna, Aki, S1 aHicks, Andrew, A1 aHui, Jennie1 aIgl, Wilmar1 aIllig, Thomas1 aJula, Antti1 aKajantie, Eero1 aKilpeläinen, Tuomas, O1 aKoiranen, Markku1 aKolcic, Ivana1 aKoskinen, Seppo1 aKovacs, Peter1 aLaitinen, Jaana1 aLiu, Jianjun1 aLokki, Marja-Liisa1 aMarusic, Ana1 aMaschio, Andrea1 aMeitinger, Thomas1 aMulas, Antonella1 aParé, Guillaume1 aParker, Alex, N1 aPeden, John, F1 aPetersmann, Astrid1 aPichler, Irene1 aPietiläinen, Kirsi, H1 aPouta, Anneli1 aRidderstråle, Martin1 aRotter, Jerome, I1 aSambrook, Jennifer, G1 aSanders, Alan, R1 aSchmidt, Carsten, Oliver1 aSinisalo, Juha1 aSmit, Jan, H1 aStringham, Heather, M1 aWalters, Bragi1 aWiden, Elisabeth1 aWild, Sarah, H1 aWillemsen, Gonneke1 aZagato, Laura1 aZgaga, Lina1 aZitting, Paavo1 aAlavere, Helene1 aFarrall, Martin1 aMcArdle, Wendy, L1 aNelis, Mari1 aPeters, Marjolein, J1 aRipatti, Samuli1 avan Meurs, Joyce, B J1 aAben, Katja, K1 aArdlie, Kristin, G1 aBeckmann, Jacques, S1 aBeilby, John, P1 aBergman, Richard, N1 aBergmann, Sven1 aCollins, Francis, S1 aCusi, Daniele1 aHeijer, Martin, den1 aEiriksdottir, Gudny1 aGejman, Pablo, V1 aHall, Alistair, S1 aHamsten, Anders1 aHuikuri, Heikki, V1 aIribarren, Carlos1 aKähönen, Mika1 aKaprio, Jaakko1 aKathiresan, Sekar1 aKiemeney, Lambertus1 aKocher, Thomas1 aLauner, Lenore, J1 aLehtimäki, Terho1 aMelander, Olle1 aMosley, Tom, H1 aMusk, Arthur, W1 aNieminen, Markku, S1 aO'Donnell, Christopher, J1 aOhlsson, Claes1 aOostra, Ben1 aPalmer, Lyle, J1 aRaitakari, Olli1 aRidker, Paul, M1 aRioux, John, D1 aRissanen, Aila1 aRivolta, Carlo1 aSchunkert, Heribert1 aShuldiner, Alan, R1 aSiscovick, David, S1 aStumvoll, Michael1 aTönjes, Anke1 aTuomilehto, Jaakko1 avan Ommen, Gert-Jan1 aViikari, Jorma1 aHeath, Andrew, C1 aMartin, Nicholas, G1 aMontgomery, Grant, W1 aProvince, Michael, A1 aKayser, Manfred1 aArnold, Alice, M1 aAtwood, Larry, D1 aBoerwinkle, Eric1 aChanock, Stephen, J1 aDeloukas, Panos1 aGieger, Christian1 aGrönberg, Henrik1 aHall, Per1 aHattersley, Andrew, T1 aHengstenberg, Christian1 aHoffman, Wolfgang1 aLathrop, Mark, G1 aSalomaa, Veikko1 aSchreiber, Stefan1 aUda, Manuela1 aWaterworth, Dawn1 aWright, Alan, F1 aAssimes, Themistocles, L1 aBarroso, Inês1 aHofman, Albert1 aMohlke, Karen, L1 aBoomsma, Dorret, I1 aCaulfield, Mark, J1 aCupples, Adrienne, L1 aErdmann, Jeanette1 aFox, Caroline, S1 aGudnason, Vilmundur1 aGyllensten, Ulf1 aHarris, Tamara, B1 aHayes, Richard, B1 aJarvelin, Marjo-Riitta1 aMooser, Vincent1 aMunroe, Patricia, B1 aOuwehand, Willem, H1 aPenninx, Brenda, W1 aPramstaller, Peter, P1 aQuertermous, Thomas1 aRudan, Igor1 aSamani, Nilesh, J1 aSpector, Timothy, D1 aVölzke, Henry1 aWatkins, Hugh1 aWilson, James, F1 aGroop, Leif, C1 aHaritunians, Talin1 aHu, Frank, B1 aKaplan, Robert, C1 aMetspalu, Andres1 aNorth, Kari, E1 aSchlessinger, David1 aWareham, Nicholas, J1 aHunter, David, J1 aO'Connell, Jeffrey, R1 aStrachan, David, P1 aWichmann, H-Erich1 aBorecki, Ingrid, B1 aDuijn, Cornelia, M1 aSchadt, Eric, E1 aThorsteinsdottir, Unnur1 aPeltonen, Leena1 aUitterlinden, André, G1 aVisscher, Peter, M1 aChatterjee, Nilanjan1 aLoos, Ruth, J F1 aBoehnke, Michael1 aMcCarthy, Mark, I1 aIngelsson, Erik1 aLindgren, Cecilia, M1 aAbecasis, Goncalo, R1 aStefansson, Kari1 aFrayling, Timothy, M1 aHirschhorn, Joel, N uhttps://chs-nhlbi.org/node/123411930nas a2203889 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2010 eng d a1546-171800aMeta-analysis identifies 13 new loci associated with waist-hip ratio and reveals sexual dimorphism in the genetic basis of fat distribution.0 aMetaanalysis identifies 13 new loci associated with waisthip rat c2010 Nov a949-600 v423 aWaist-hip ratio (WHR) is a measure of body fat distribution and a predictor of metabolic consequences independent of overall adiposity. WHR is heritable, but few genetic variants influencing this trait have been identified. We conducted a meta-analysis of 32 genome-wide association studies for WHR adjusted for body mass index (comprising up to 77,167 participants), following up 16 loci in an additional 29 studies (comprising up to 113,636 subjects). We identified 13 new loci in or near RSPO3, VEGFA, TBX15-WARS2, NFE2L3, GRB14, DNM3-PIGC, ITPR2-SSPN, LY86, HOXC13, ADAMTS9, ZNRF3-KREMEN1, NISCH-STAB1 and CPEB4 (P = 1.9 × 10⁻⁹ to P = 1.8 × 10⁻⁴⁰) and the known signal at LYPLAL1. Seven of these loci exhibited marked sexual dimorphism, all with a stronger effect on WHR in women than men (P for sex difference = 1.9 × 10⁻³ to P = 1.2 × 10⁻¹³). These findings provide evidence for multiple loci that modulate body fat distribution independent of overall adiposity and reveal strong gene-by-sex interactions.
10aAdipose Tissue10aAge Factors10aChromosome Mapping10aFemale10aGenome, Human10aGenome-Wide Association Study10aHumans10aMale10aMeta-Analysis as Topic10aPolymorphism, Single Nucleotide10aSex Characteristics10aWaist-Hip Ratio1 aHeid, Iris, M1 aJackson, Anne, U1 aRandall, Joshua, C1 aWinkler, Thomas, W1 aQi, Lu1 aSteinthorsdottir, Valgerdur1 aThorleifsson, Gudmar1 aZillikens, Carola, M1 aSpeliotes, Elizabeth, K1 aMägi, Reedik1 aWorkalemahu, Tsegaselassie1 aWhite, Charles, C1 aBouatia-Naji, Nabila1 aHarris, Tamara, B1 aBerndt, Sonja, I1 aIngelsson, Erik1 aWiller, Cristen, J1 aWeedon, Michael, N1 aLuan, Jian'an1 aVedantam, Sailaja1 aEsko, Tõnu1 aKilpeläinen, Tuomas, O1 aKutalik, Zoltán1 aLi, Shengxu1 aMonda, Keri, L1 aDixon, Anna, L1 aHolmes, Christopher, C1 aKaplan, Lee, M1 aLiang, Liming1 aMin, Josine, L1 aMoffatt, Miriam, F1 aMolony, Cliona1 aNicholson, George1 aSchadt, Eric, E1 aZondervan, Krina, T1 aFeitosa, Mary, F1 aFerreira, Teresa1 aAllen, Hana, Lango1 aWeyant, Robert, J1 aWheeler, Eleanor1 aWood, Andrew, R1 aEstrada, Karol1 aGoddard, Michael, E1 aLettre, Guillaume1 aMangino, Massimo1 aNyholt, Dale, R1 aPurcell, Shaun1 aSmith, Albert, Vernon1 aVisscher, Peter, M1 aYang, Jian1 aMcCarroll, Steven, A1 aNemesh, James1 aVoight, Benjamin, F1 aAbsher, Devin1 aAmin, Najaf1 aAspelund, Thor1 aCoin, Lachlan1 aGlazer, Nicole, L1 aHayward, Caroline1 aHeard-Costa, Nancy, L1 aHottenga, Jouke-Jan1 aJohansson, Asa1 aJohnson, Toby1 aKaakinen, Marika1 aKapur, Karen1 aKetkar, Shamika1 aKnowles, Joshua, W1 aKraft, Peter1 aKraja, Aldi, T1 aLamina, Claudia1 aLeitzmann, Michael, F1 aMcKnight, Barbara1 aMorris, Andrew, P1 aOng, Ken, K1 aPerry, John, R B1 aPeters, Marjolein, J1 aPolasek, Ozren1 aProkopenko, Inga1 aRayner, Nigel, W1 aRipatti, Samuli1 aRivadeneira, Fernando1 aRobertson, Neil, R1 aSanna, Serena1 aSovio, Ulla1 aSurakka, Ida1 aTeumer, Alexander1 avan Wingerden, Sophie1 aVitart, Veronique1 aZhao, Jing Hua1 aCavalcanti-Proença, Christine1 aChines, Peter, S1 aFisher, Eva1 aKulzer, Jennifer, R1 aLecoeur, Cécile1 aNarisu, Narisu1 aSandholt, Camilla1 aScott, Laura, J1 aSilander, Kaisa1 aStark, Klaus1 aTammesoo, Mari-Liis1 aTeslovich, Tanya, M1 aTimpson, Nicholas, John1 aWatanabe, Richard, M1 aWelch, Ryan1 aChasman, Daniel, I1 aCooper, Matthew, N1 aJansson, John-Olov1 aKettunen, Johannes1 aLawrence, Robert, W1 aPellikka, Niina1 aPerola, Markus1 aVandenput, Liesbeth1 aAlavere, Helene1 aAlmgren, Peter1 aAtwood, Larry, D1 aBennett, Amanda, J1 aBiffar, Reiner1 aBonnycastle, Lori, L1 aBornstein, Stefan, R1 aBuchanan, Thomas, A1 aCampbell, Harry1 aDay, Ian, N M1 aDei, Mariano1 aDörr, Marcus1 aElliott, Paul1 aErdos, Michael, R1 aEriksson, Johan, G1 aFreimer, Nelson, B1 aFu, Mao1 aGaget, Stefan1 aGeus, Eco, J C1 aGjesing, Anette, P1 aGrallert, Harald1 aGrässler, Jürgen1 aGroves, Christopher, J1 aGuiducci, Candace1 aHartikainen, Anna-Liisa1 aHassanali, Neelam1 aHavulinna, Aki, S1 aHerzig, Karl-Heinz1 aHicks, Andrew, A1 aHui, Jennie1 aIgl, Wilmar1 aJousilahti, Pekka1 aJula, Antti1 aKajantie, Eero1 aKinnunen, Leena1 aKolcic, Ivana1 aKoskinen, Seppo1 aKovacs, Peter1 aKroemer, Heyo, K1 aKrzelj, Vjekoslav1 aKuusisto, Johanna1 aKvaloy, Kirsti1 aLaitinen, Jaana1 aLantieri, Olivier1 aLathrop, Mark, G1 aLokki, Marja-Liisa1 aLuben, Robert, N1 aLudwig, Barbara1 aMcArdle, Wendy, L1 aMcCarthy, Anne1 aMorken, Mario, A1 aNelis, Mari1 aNeville, Matt, J1 aParé, Guillaume1 aParker, Alex, N1 aPeden, John, F1 aPichler, Irene1 aPietiläinen, Kirsi, H1 aPlatou, Carl, G P1 aPouta, Anneli1 aRidderstråle, Martin1 aSamani, Nilesh, J1 aSaramies, Jouko1 aSinisalo, Juha1 aSmit, Jan, H1 aStrawbridge, Rona, J1 aStringham, Heather, M1 aSwift, Amy, J1 aTeder-Laving, Maris1 aThomson, Brian1 aUsala, Gianluca1 avan Meurs, Joyce, B J1 avan Ommen, Gert-Jan1 aVatin, Vincent1 aVolpato, Claudia, B1 aWallaschofski, Henri1 aWalters, Bragi, G1 aWiden, Elisabeth1 aWild, Sarah, H1 aWillemsen, Gonneke1 aWitte, Daniel, R1 aZgaga, Lina1 aZitting, Paavo1 aBeilby, John, P1 aJames, Alan, L1 aKähönen, Mika1 aLehtimäki, Terho1 aNieminen, Markku, S1 aOhlsson, Claes1 aPalmer, Lyle, J1 aRaitakari, Olli1 aRidker, Paul, M1 aStumvoll, Michael1 aTönjes, Anke1 aViikari, Jorma1 aBalkau, Beverley1 aBen-Shlomo, Yoav1 aBergman, Richard, N1 aBoeing, Heiner1 aSmith, George Davey1 aEbrahim, Shah1 aFroguel, Philippe1 aHansen, Torben1 aHengstenberg, Christian1 aHveem, Kristian1 aIsomaa, Bo1 aJørgensen, Torben1 aKarpe, Fredrik1 aKhaw, Kay-Tee1 aLaakso, Markku1 aLawlor, Debbie, A1 aMarre, Michel1 aMeitinger, Thomas1 aMetspalu, Andres1 aMidthjell, Kristian1 aPedersen, Oluf1 aSalomaa, Veikko1 aSchwarz, Peter, E H1 aTuomi, Tiinamaija1 aTuomilehto, Jaakko1 aValle, Timo, T1 aWareham, Nicholas, J1 aArnold, Alice, M1 aBeckmann, Jacques, S1 aBergmann, Sven1 aBoerwinkle, Eric1 aBoomsma, Dorret, I1 aCaulfield, Mark, J1 aCollins, Francis, S1 aEiriksdottir, Gudny1 aGudnason, Vilmundur1 aGyllensten, Ulf1 aHamsten, Anders1 aHattersley, Andrew, T1 aHofman, Albert1 aHu, Frank, B1 aIllig, Thomas1 aIribarren, Carlos1 aJarvelin, Marjo-Riitta1 aKao, Linda, W H1 aKaprio, Jaakko1 aLauner, Lenore, J1 aMunroe, Patricia, B1 aOostra, Ben1 aPenninx, Brenda, W1 aPramstaller, Peter, P1 aPsaty, Bruce, M1 aQuertermous, Thomas1 aRissanen, Aila1 aRudan, Igor1 aShuldiner, Alan, R1 aSoranzo, Nicole1 aSpector, Timothy, D1 aSyvänen, Ann-Christine1 aUda, Manuela1 aUitterlinden, Andre1 aVölzke, Henry1 aVollenweider, Peter1 aWilson, James, F1 aWitteman, Jacqueline, C1 aWright, Alan, F1 aAbecasis, Goncalo, R1 aBoehnke, Michael1 aBorecki, Ingrid, B1 aDeloukas, Panos1 aFrayling, Timothy, M1 aGroop, Leif, C1 aHaritunians, Talin1 aHunter, David, J1 aKaplan, Robert, C1 aNorth, Kari, E1 aO'Connell, Jeffrey, R1 aPeltonen, Leena1 aSchlessinger, David1 aStrachan, David, P1 aHirschhorn, Joel, N1 aAssimes, Themistocles, L1 aWichmann, H-Erich1 aThorsteinsdottir, Unnur1 aDuijn, Cornelia, M1 aStefansson, Kari1 aCupples, Adrienne, L1 aLoos, Ruth, J F1 aBarroso, Inês1 aMcCarthy, Mark, I1 aFox, Caroline, S1 aMohlke, Karen, L1 aLindgren, Cecilia, M1 aMAGIC uhttps://chs-nhlbi.org/node/123606039nas a2201765 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2011 eng d a1546-171800aGenetic variation near IRS1 associates with reduced adiposity and an impaired metabolic profile.0 aGenetic variation near IRS1 associates with reduced adiposity an c2011 Jun 26 a753-600 v433 aGenome-wide association studies have identified 32 loci influencing body mass index, but this measure does not distinguish lean from fat mass. To identify adiposity loci, we meta-analyzed associations between ∼2.5 million SNPs and body fat percentage from 36,626 individuals and followed up the 14 most significant (P < 10(-6)) independent loci in 39,576 individuals. We confirmed a previously established adiposity locus in FTO (P = 3 × 10(-26)) and identified two new loci associated with body fat percentage, one near IRS1 (P = 4 × 10(-11)) and one near SPRY2 (P = 3 × 10(-8)). Both loci contain genes with potential links to adipocyte physiology. Notably, the body-fat-decreasing allele near IRS1 is associated with decreased IRS1 expression and with an impaired metabolic profile, including an increased visceral to subcutaneous fat ratio, insulin resistance, dyslipidemia, risk of diabetes and coronary artery disease and decreased adiponectin levels. Our findings provide new insights into adiposity and insulin resistance.
10aAdiponectin10aAdiposity10aAlleles10aBody Fat Distribution10aBody Mass Index10aBody Weight10aFemale10aGenetic Variation10aGenome-Wide Association Study10aHumans10aInsulin Receptor Substrate Proteins10aIntracellular Signaling Peptides and Proteins10aMale10aMembrane Proteins10aMeta-Analysis as Topic10aMetabolome10aObesity10aPolymorphism, Single Nucleotide10aSubcutaneous Fat1 aKilpeläinen, Tuomas, O1 aZillikens, Carola, M1 aStančáková, Alena1 aFinucane, Francis, M1 aRied, Janina, S1 aLangenberg, Claudia1 aZhang, Weihua1 aBeckmann, Jacques, S1 aLuan, Jian'an1 aVandenput, Liesbeth1 aStyrkarsdottir, Unnur1 aZhou, Yanhua1 aSmith, Albert, Vernon1 aZhao, Jing-Hua1 aAmin, Najaf1 aVedantam, Sailaja1 aShin, So-Youn1 aHaritunians, Talin1 aFu, Mao1 aFeitosa, Mary, F1 aKumari, Meena1 aHalldorsson, Bjarni, V1 aTikkanen, Emmi1 aMangino, Massimo1 aHayward, Caroline1 aSong, Ci1 aArnold, Alice, M1 aAulchenko, Yurii, S1 aOostra, Ben, A1 aCampbell, Harry1 aCupples, Adrienne, L1 aDavis, Kathryn, E1 aDöring, Angela1 aEiriksdottir, Gudny1 aEstrada, Karol1 aFernández-Real, José, Manuel1 aGarcia, Melissa1 aGieger, Christian1 aGlazer, Nicole, L1 aGuiducci, Candace1 aHofman, Albert1 aHumphries, Steve, E1 aIsomaa, Bo1 aJacobs, Leonie, C1 aJula, Antti1 aKarasik, David1 aKarlsson, Magnus, K1 aKhaw, Kay-Tee1 aKim, Lauren, J1 aKivimaki, Mika1 aKlopp, Norman1 aKuhnel, Brigitte1 aKuusisto, Johanna1 aLiu, Yongmei1 aLjunggren, Osten1 aLorentzon, Mattias1 aLuben, Robert, N1 aMcKnight, Barbara1 aMellström, Dan1 aMitchell, Braxton, D1 aMooser, Vincent1 aMoreno, José, Maria1 aMännistö, Satu1 aO'Connell, Jeffery, R1 aPascoe, Laura1 aPeltonen, Leena1 aPeral, Belén1 aPerola, Markus1 aPsaty, Bruce, M1 aSalomaa, Veikko1 aSavage, David, B1 aSemple, Robert, K1 aSkaric-Juric, Tatjana1 aSigurdsson, Gunnar1 aSong, Kijoung, S1 aSpector, Timothy, D1 aSyvänen, Ann-Christine1 aTalmud, Philippa, J1 aThorleifsson, Gudmar1 aThorsteinsdottir, Unnur1 aUitterlinden, André, G1 aDuijn, Cornelia, M1 aVidal-Puig, Antonio1 aWild, Sarah, H1 aWright, Alan, F1 aClegg, Deborah, J1 aSchadt, Eric1 aWilson, James, F1 aRudan, Igor1 aRipatti, Samuli1 aBorecki, Ingrid, B1 aShuldiner, Alan, R1 aIngelsson, Erik1 aJansson, John-Olov1 aKaplan, Robert, C1 aGudnason, Vilmundur1 aHarris, Tamara, B1 aGroop, Leif1 aKiel, Douglas, P1 aRivadeneira, Fernando1 aWalker, Mark1 aBarroso, Inês1 aVollenweider, Peter1 aWaeber, Gérard1 aChambers, John, C1 aKooner, Jaspal, S1 aSoranzo, Nicole1 aHirschhorn, Joel, N1 aStefansson, Kari1 aWichmann, H-Erich1 aOhlsson, Claes1 aO'Rahilly, Stephen1 aWareham, Nicholas, J1 aSpeliotes, Elizabeth, K1 aFox, Caroline, S1 aLaakso, Markku1 aLoos, Ruth, J F uhttps://chs-nhlbi.org/node/130111004nas a2203505 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2013 eng d a1553-740400aSex-stratified genome-wide association studies including 270,000 individuals show sexual dimorphism in genetic loci for anthropometric traits.0 aSexstratified genomewide association studies including 270000 in c2013 Jun ae10035000 v93 aGiven the anthropometric differences between men and women and previous evidence of sex-difference in genetic effects, we conducted a genome-wide search for sexually dimorphic associations with height, weight, body mass index, waist circumference, hip circumference, and waist-to-hip-ratio (133,723 individuals) and took forward 348 SNPs into follow-up (additional 137,052 individuals) in a total of 94 studies. Seven loci displayed significant sex-difference (FDR<5%), including four previously established (near GRB14/COBLL1, LYPLAL1/SLC30A10, VEGFA, ADAMTS9) and three novel anthropometric trait loci (near MAP3K1, HSD17B4, PPARG), all of which were genome-wide significant in women (P<5×10(-8)), but not in men. Sex-differences were apparent only for waist phenotypes, not for height, weight, BMI, or hip circumference. Moreover, we found no evidence for genetic effects with opposite directions in men versus women. The PPARG locus is of specific interest due to its role in diabetes genetics and therapy. Our results demonstrate the value of sex-specific GWAS to unravel the sexually dimorphic genetic underpinning of complex traits.
10aAnthropometry10aBody Height10aBody Mass Index10aBody Weight10aBody Weights and Measures10aFemale10aGenetic Loci10aGenome, Human10aGenome-Wide Association Study10aHumans10aMale10aPolymorphism, Single Nucleotide10aSex Characteristics10aWaist Circumference10aWaist-Hip Ratio1 aRandall, Joshua, C1 aWinkler, Thomas, W1 aKutalik, Zoltán1 aBerndt, Sonja, I1 aJackson, Anne, U1 aMonda, Keri, L1 aKilpeläinen, Tuomas, O1 aEsko, Tõnu1 aMägi, Reedik1 aLi, Shengxu1 aWorkalemahu, Tsegaselassie1 aFeitosa, Mary, F1 aCroteau-Chonka, Damien, C1 aDay, Felix, R1 aFall, Tove1 aFerreira, Teresa1 aGustafsson, Stefan1 aLocke, Adam, E1 aMathieson, Iain1 aScherag, Andre1 aVedantam, Sailaja1 aWood, Andrew, R1 aLiang, Liming1 aSteinthorsdottir, Valgerdur1 aThorleifsson, Gudmar1 aDermitzakis, Emmanouil, T1 aDimas, Antigone, S1 aKarpe, Fredrik1 aMin, Josine, L1 aNicholson, George1 aClegg, Deborah, J1 aPerson, Thomas1 aKrohn, Jon, P1 aBauer, Sabrina1 aBuechler, Christa1 aEisinger, Kristina1 aBonnefond, Amélie1 aFroguel, Philippe1 aHottenga, Jouke-Jan1 aProkopenko, Inga1 aWaite, Lindsay, L1 aHarris, Tamara, B1 aSmith, Albert, Vernon1 aShuldiner, Alan, R1 aMcArdle, Wendy, L1 aCaulfield, Mark, J1 aMunroe, Patricia, B1 aGrönberg, Henrik1 aChen, Yii-Der Ida1 aLi, Guo1 aBeckmann, Jacques, S1 aJohnson, Toby1 aThorsteinsdottir, Unnur1 aTeder-Laving, Maris1 aKhaw, Kay-Tee1 aWareham, Nicholas, J1 aZhao, Jing Hua1 aAmin, Najaf1 aOostra, Ben, A1 aKraja, Aldi, T1 aProvince, Michael, A1 aCupples, Adrienne, L1 aHeard-Costa, Nancy, L1 aKaprio, Jaakko1 aRipatti, Samuli1 aSurakka, Ida1 aCollins, Francis, S1 aSaramies, Jouko1 aTuomilehto, Jaakko1 aJula, Antti1 aSalomaa, Veikko1 aErdmann, Jeanette1 aHengstenberg, Christian1 aLoley, Christina1 aSchunkert, Heribert1 aLamina, Claudia1 aWichmann, Erich, H1 aAlbrecht, Eva1 aGieger, Christian1 aHicks, Andrew, A1 aJohansson, Asa1 aPramstaller, Peter, P1 aKathiresan, Sekar1 aSpeliotes, Elizabeth, K1 aPenninx, Brenda1 aHartikainen, Anna-Liisa1 aJarvelin, Marjo-Riitta1 aGyllensten, Ulf1 aBoomsma, Dorret, I1 aCampbell, Harry1 aWilson, James, F1 aChanock, Stephen, J1 aFarrall, Martin1 aGoel, Anuj1 aMedina-Gómez, Carolina1 aRivadeneira, Fernando1 aEstrada, Karol1 aUitterlinden, André, G1 aHofman, Albert1 aZillikens, Carola, M1 aHeijer, Martin, den1 aKiemeney, Lambertus, A1 aMaschio, Andrea1 aHall, Per1 aTyrer, Jonathan1 aTeumer, Alexander1 aVölzke, Henry1 aKovacs, Peter1 aTönjes, Anke1 aMangino, Massimo1 aSpector, Tim, D1 aHayward, Caroline1 aRudan, Igor1 aHall, Alistair, S1 aSamani, Nilesh, J1 aAttwood, Antony, Paul1 aSambrook, Jennifer, G1 aHung, Joseph1 aPalmer, Lyle, J1 aLokki, Marja-Liisa1 aSinisalo, Juha1 aBoucher, Gabrielle1 aHuikuri, Heikki1 aLorentzon, Mattias1 aOhlsson, Claes1 aEklund, Niina1 aEriksson, Johan, G1 aBarlassina, Cristina1 aRivolta, Carlo1 aNolte, Ilja, M1 aSnieder, Harold1 avan der Klauw, Melanie, M1 avan Vliet-Ostaptchouk, Jana, V1 aGejman, Pablo, V1 aShi, Jianxin1 aJacobs, Kevin, B1 aWang, Zhaoming1 aBakker, Stephan, J L1 aLeach, Irene, Mateo1 aNavis, Gerjan1 aHarst, Pim1 aMartin, Nicholas, G1 aMedland, Sarah, E1 aMontgomery, Grant, W1 aYang, Jian1 aChasman, Daniel, I1 aRidker, Paul, M1 aRose, Lynda, M1 aLehtimäki, Terho1 aRaitakari, Olli1 aAbsher, Devin1 aIribarren, Carlos1 aBasart, Hanneke1 aHovingh, Kees, G1 aHyppönen, Elina1 aPower, Chris1 aAnderson, Denise1 aBeilby, John, P1 aHui, Jennie1 aJolley, Jennifer1 aSager, Hendrik1 aBornstein, Stefan, R1 aSchwarz, Peter, E H1 aKristiansson, Kati1 aPerola, Markus1 aLindström, Jaana1 aSwift, Amy, J1 aUusitupa, Matti1 aAtalay, Mustafa1 aLakka, Timo, A1 aRauramaa, Rainer1 aBolton, Jennifer, L1 aFowkes, Gerry1 aFraser, Ross, M1 aPrice, Jackie, F1 aFischer, Krista1 aKov, Kaarel, Krjutå1 aMetspalu, Andres1 aMihailov, Evelin1 aLangenberg, Claudia1 aLuan, Jian'an1 aOng, Ken, K1 aChines, Peter, S1 aKeinanen-Kiukaanniemi, Sirkka, M1 aSaaristo, Timo, E1 aEdkins, Sarah1 aFranks, Paul, W1 aHallmans, Göran1 aShungin, Dmitry1 aMorris, Andrew, David1 aPalmer, Colin, N A1 aErbel, Raimund1 aMoebus, Susanne1 aNöthen, Markus, M1 aPechlivanis, Sonali1 aHveem, Kristian1 aNarisu, Narisu1 aHamsten, Anders1 aHumphries, Steve, E1 aStrawbridge, Rona, J1 aTremoli, Elena1 aGrallert, Harald1 aThorand, Barbara1 aIllig, Thomas1 aKoenig, Wolfgang1 aMüller-Nurasyid, Martina1 aPeters, Annette1 aBoehm, Bernhard, O1 aKleber, Marcus, E1 aMärz, Winfried1 aWinkelmann, Bernhard, R1 aKuusisto, Johanna1 aLaakso, Markku1 aArveiler, Dominique1 aCesana, Giancarlo1 aKuulasmaa, Kari1 aVirtamo, Jarmo1 aYarnell, John, W G1 aKuh, Diana1 aWong, Andrew1 aLind, Lars1 ade Faire, Ulf1 aGigante, Bruna1 aMagnusson, Patrik, K E1 aPedersen, Nancy, L1 aDedoussis, George1 aDimitriou, Maria1 aKolovou, Genovefa1 aKanoni, Stavroula1 aStirrups, Kathleen1 aBonnycastle, Lori, L1 aNjølstad, Inger1 aWilsgaard, Tom1 aGanna, Andrea1 aRehnberg, Emil1 aHingorani, Aroon1 aKivimaki, Mika1 aKumari, Meena1 aAssimes, Themistocles, L1 aBarroso, Inês1 aBoehnke, Michael1 aBorecki, Ingrid, B1 aDeloukas, Panos1 aFox, Caroline, S1 aFrayling, Timothy1 aGroop, Leif, C1 aHaritunians, Talin1 aHunter, David1 aIngelsson, Erik1 aKaplan, Robert1 aMohlke, Karen, L1 aO'Connell, Jeffrey, R1 aSchlessinger, David1 aStrachan, David, P1 aStefansson, Kari1 aDuijn, Cornelia, M1 aAbecasis, Goncalo, R1 aMcCarthy, Mark, I1 aHirschhorn, Joel, N1 aQi, Lu1 aLoos, Ruth, J F1 aLindgren, Cecilia, M1 aNorth, Kari, E1 aHeid, Iris, M1 aDIAGRAM Consortium1 aMAGIC investigators uhttps://chs-nhlbi.org/node/602806392nas a2201669 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2014 eng d a1460-208300aFTO genetic variants, dietary intake and body mass index: insights from 177,330 individuals.0 aFTO genetic variants dietary intake and body mass index insights c2014 Dec 20 a6961-720 v233 aFTO is the strongest known genetic susceptibility locus for obesity. Experimental studies in animals suggest the potential roles of FTO in regulating food intake. The interactive relation among FTO variants, dietary intake and body mass index (BMI) is complex and results from previous often small-scale studies in humans are highly inconsistent. We performed large-scale analyses based on data from 177,330 adults (154 439 Whites, 5776 African Americans and 17 115 Asians) from 40 studies to examine: (i) the association between the FTO-rs9939609 variant (or a proxy single-nucleotide polymorphism) and total energy and macronutrient intake and (ii) the interaction between the FTO variant and dietary intake on BMI. The minor allele (A-allele) of the FTO-rs9939609 variant was associated with higher BMI in Whites (effect per allele = 0.34 [0.31, 0.37] kg/m(2), P = 1.9 × 10(-105)), and all participants (0.30 [0.30, 0.35] kg/m(2), P = 3.6 × 10(-107)). The BMI-increasing allele of the FTO variant showed a significant association with higher dietary protein intake (effect per allele = 0.08 [0.06, 0.10] %, P = 2.4 × 10(-16)), and relative weak associations with lower total energy intake (-6.4 [-10.1, -2.6] kcal/day, P = 0.001) and lower dietary carbohydrate intake (-0.07 [-0.11, -0.02] %, P = 0.004). The associations with protein (P = 7.5 × 10(-9)) and total energy (P = 0.002) were attenuated but remained significant after adjustment for BMI. We did not find significant interactions between the FTO variant and dietary intake of total energy, protein, carbohydrate or fat on BMI. Our findings suggest a positive association between the BMI-increasing allele of FTO variant and higher dietary protein intake and offer insight into potential link between FTO, dietary protein intake and adiposity.
10aAdult10aAfrican Americans10aAged10aAlleles10aAsian Continental Ancestry Group10aBody Mass Index10aDietary Carbohydrates10aDietary Fats10aDietary Proteins10aEnergy Intake10aEuropean Continental Ancestry Group10aFemale10aGene Frequency10aHumans10aMale10aMiddle Aged10aObesity10aPolymorphism, Single Nucleotide10aProteins1 aQi, Qibin1 aKilpeläinen, Tuomas, O1 aDowner, Mary, K1 aTanaka, Toshiko1 aSmith, Caren, E1 aSluijs, Ivonne1 aSonestedt, Emily1 aChu, Audrey, Y1 aRenstrom, Frida1 aLin, Xiaochen1 aÄngquist, Lars, H1 aHuang, Jinyan1 aLiu, Zhonghua1 aLi, Yanping1 aAli, Muhammad, Asif1 aXu, Min1 aAhluwalia, Tarunveer, Singh1 aBoer, Jolanda, M A1 aChen, Peng1 aDaimon, Makoto1 aEriksson, Johan1 aPerola, Markus1 aFriedlander, Yechiel1 aGao, Yu-Tang1 aHeppe, Denise, H M1 aHolloway, John, W1 aHouston, Denise, K1 aKanoni, Stavroula1 aKim, Yu-Mi1 aLaaksonen, Maarit, A1 aJääskeläinen, Tiina1 aLee, Nanette, R1 aLehtimäki, Terho1 aLemaitre, Rozenn, N1 aLu, Wei1 aLuben, Robert, N1 aManichaikul, Ani1 aMännistö, Satu1 aMarques-Vidal, Pedro1 aMonda, Keri, L1 aNgwa, Julius, S1 aPerusse, Louis1 avan Rooij, Frank, J A1 aXiang, Yong-Bing1 aWen, Wanqing1 aWojczynski, Mary, K1 aZhu, Jingwen1 aBorecki, Ingrid, B1 aBouchard, Claude1 aCai, Qiuyin1 aCooper, Cyrus1 aDedoussis, George, V1 aDeloukas, Panos1 aFerrucci, Luigi1 aForouhi, Nita, G1 aHansen, Torben1 aChristiansen, Lene1 aHofman, Albert1 aJohansson, Ingegerd1 aJørgensen, Torben1 aKarasawa, Shigeru1 aKhaw, Kay-Tee1 aKim, Mi-Kyung1 aKristiansson, Kati1 aLi, Huaixing1 aLin, Xu1 aLiu, Yongmei1 aLohman, Kurt, K1 aLong, Jirong1 aMikkilä, Vera1 aMozaffarian, Dariush1 aNorth, Kari1 aPedersen, Oluf1 aRaitakari, Olli1 aRissanen, Harri1 aTuomilehto, Jaakko1 aSchouw, Yvonne, T1 aUitterlinden, André, G1 aZillikens, Carola, M1 aFranco, Oscar, H1 aTai, Shyong1 aShu, Xiao, Ou1 aSiscovick, David, S1 aToft, Ulla1 aVerschuren, W, M Monique1 aVollenweider, Peter1 aWareham, Nicholas, J1 aWitteman, Jacqueline, C M1 aZheng, Wei1 aRidker, Paul, M1 aKang, Jae, H1 aLiang, Liming1 aJensen, Majken, K1 aCurhan, Gary, C1 aPasquale, Louis, R1 aHunter, David, J1 aMohlke, Karen, L1 aUusitupa, Matti1 aCupples, Adrienne, L1 aRankinen, Tuomo1 aOrho-Melander, Marju1 aWang, Tao1 aChasman, Daniel, I1 aFranks, Paul, W1 aSørensen, Thorkild, I A1 aHu, Frank, B1 aLoos, Ruth, J F1 aNettleton, Jennifer, A1 aQi, Lu uhttps://chs-nhlbi.org/node/693805092nas a2201189 4500008004100000022001400041245012100055210006900176260001300245300001100258490000700269520174700276100002202023700001402045700002102059700002002080700002502100700002002125700002102145700002502166700001702191700001802208700002202226700002102248700002002269700001702289700002202306700002002328700003502348700001902383700002002402700002002422700002102442700002202463700001802485700001702503700001702520700002202537700002102559700001902580700003602599700001402635700002102649700002202670700001802692700002102710700002702731700002302758700001902781700001902800700001702819700002102836700002802857700001802885700001702903700001302920700002102933700001702954700002002971700002302991700001803014700002103032700001803053700001703071700002003088700002003108700002003128700002303148700002603171700002103197700002003218700002003238700001803258700002203276700002403298700002303322700002003345700002003365700002003385700002503405700002203430700001603452700001203468700001803480700002003498700002003518700001803538700001803556700001603574700002303590700002203613700002403635700002703659700001703686700002103703700001903724700002503743700002203768710003503790710004103825856003603866 2016 eng d a1474-972600aGenomewide meta-analysis identifies loci associated with IGF-I and IGFBP-3 levels with impact on age-related traits.0 aGenomewide metaanalysis identifies loci associated with IGFI and c2016 Oct a811-240 v153 aThe growth hormone/insulin-like growth factor (IGF) axis can be manipulated in animal models to promote longevity, and IGF-related proteins including IGF-I and IGF-binding protein-3 (IGFBP-3) have also been implicated in risk of human diseases including cardiovascular diseases, diabetes, and cancer. Through genomewide association study of up to 30 884 adults of European ancestry from 21 studies, we confirmed and extended the list of previously identified loci associated with circulating IGF-I and IGFBP-3 concentrations (IGF1, IGFBP3, GCKR, TNS3, GHSR, FOXO3, ASXL2, NUBP2/IGFALS, SORCS2, and CELSR2). Significant sex interactions, which were characterized by different genotype-phenotype associations between men and women, were found only for associations of IGFBP-3 concentrations with SNPs at the loci IGFBP3 and SORCS2. Analyses of SNPs, gene expression, and protein levels suggested that interplay between IGFBP3 and genes within the NUBP2 locus (IGFALS and HAGH) may affect circulating IGF-I and IGFBP-3 concentrations. The IGF-I-decreasing allele of SNP rs934073, which is an eQTL of ASXL2, was associated with lower adiposity and higher likelihood of survival beyond 90 years. The known longevity-associated variant rs2153960 (FOXO3) was observed to be a genomewide significant SNP for IGF-I concentrations. Bioinformatics analysis suggested enrichment of putative regulatory elements among these IGF-I- and IGFBP-3-associated loci, particularly of rs646776 at CELSR2. In conclusion, this study identified several loci associated with circulating IGF-I and IGFBP-3 concentrations and provides clues to the potential role of the IGF axis in mediating effects of known (FOXO3) and novel (ASXL2) longevity-associated loci.
1 aTeumer, Alexander1 aQi, Qibin1 aNethander, Maria1 aAschard, Hugues1 aBandinelli, Stefania1 aBeekman, Marian1 aBerndt, Sonja, I1 aBidlingmaier, Martin1 aBroer, Linda1 aCappola, Anne1 aCeda, Gian, Paolo1 aChanock, Stephen1 aChen, Ming-Huei1 aChen, Tai, C1 aChen, Yii-Der Ida1 aChung, Jonathan1 aMiglianico, Fabiola, Del Greco1 aEriksson, Joel1 aFerrucci, Luigi1 aFriedrich, Nele1 aGnewuch, Carsten1 aGoodarzi, Mark, O1 aGrarup, Niels1 aGuo, Tingwei1 aHammer, Elke1 aHayes, Richard, B1 aHicks, Andrew, A1 aHofman, Albert1 aHouwing-Duistermaat, Jeanine, J1 aHu, Frank1 aHunter, David, J1 aHusemoen, Lise, L1 aIsaacs, Aaron1 aJacobs, Kevin, B1 aJanssen, Joop, A M J L1 aJansson, John-Olov1 aJehmlich, Nico1 aJohnson, Simon1 aJuul, Anders1 aKarlsson, Magnus1 aKilpeläinen, Tuomas, O1 aKovacs, Peter1 aKraft, Peter1 aLi, Chao1 aLinneberg, Allan1 aLiu, Yongmei1 aLoos, Ruth, J F1 aLorentzon, Mattias1 aLu, Yingchang1 aMaggio, Marcello1 aMägi, Reedik1 aMeigs, James1 aMellström, Dan1 aNauck, Matthias1 aNewman, Anne, B1 aPollak, Michael, N1 aPramstaller, Peter, P1 aProkopenko, Inga1 aPsaty, Bruce, M1 aReincke, Martin1 aRimm, Eric, B1 aRotter, Jerome, I1 aPierre, Aude, Saint1 aSchurmann, Claudia1 aSeshadri, Sudha1 aSjögren, Klara1 aSlagboom, Eline1 aStrickler, Howard, D1 aStumvoll, Michael1 aSuh, Yousin1 aSun, Qi1 aZhang, Cuilin1 aSvensson, Johan1 aTanaka, Toshiko1 aTare, Archana1 aTönjes, Anke1 aUh, Hae-Won1 aDuijn, Cornelia, M1 avan Heemst, Diana1 aVandenput, Liesbeth1 aVasan, Ramachandran, S1 aVölker, Uwe1 aWillems, Sara, M1 aOhlsson, Claes1 aWallaschofski, Henri1 aKaplan, Robert, C1 aCHARGE Longevity Working Group1 aBody Composition Genetics Consortium uhttps://chs-nhlbi.org/node/714706988nas a2201993 4500008004100000022001400041245011600055210006900171260001600240520137500256100001201631700001301643700001801656700002201674700002201696700002501718700001801743700002701761700002001788700002801808700001901836700002001855700002101875700001801896700001601914700002801930700001901958700002501977700002302002700002302025700002302048700002502071700001902096700002102115700002102136700002202157700002102179700002302200700001502223700001802238700001902256700002102275700001702296700001702313700001602330700002002346700002802366700001802394700001902412700002002431700001702451700001802468700001802486700002202504700002102526700002102547700002902568700002302597700002202620700001702642700002202659700003202681700002102713700002302734700002102757700003102778700001402809700002202823700001902845700001602864700002102880700002102901700002302922700002302945700002402968700001902992700002103011700002303032700002103055700002003076700002403096700001803120700001703138700002003155700001803175700002003193700002403213700002103237700002103258700002503279700002203304700001603326700002103342700001703363700002203380700002303402700002003425700001803445700002403463700002203487700002203509700001903531700001903550700001703569700002803586700002403614700002303638700002503661700002003686700002403706700002103730700002403751700002203775700002203797700002303819700002203842700001703864700002103881700002103902700001703923700002003940700001803960700002503978700001904003700002104022700001904043700002004062700002104082700002504103700001804128700001904146700002004165700001904185700001904204700002004223700002904243700002004272700001104292700002304303700002004326700001904346700002004365700002604385700002404411700001904435700002104454700002004475700002404495700002104519700002304540700002804563700001804591700002304609700001704632700001904649700002604668700001904694700001904713700001804732700002304750700002104773700002304794700002304817700001904840700001904859710003904878710004104917856003604958 2016 eng d a1533-345000aSOS2 and ACP1 Loci Identified through Large-Scale Exome Chip Analysis Regulate Kidney Development and Function.0 aSOS2 and ACP1 Loci Identified through LargeScale Exome Chip Anal c2016 Dec 053 aGenome-wide association studies have identified >50 common variants associated with kidney function, but these variants do not fully explain the variation in eGFR. We performed a two-stage meta-analysis of associations between genotypes from the Illumina exome array and eGFR on the basis of serum creatinine (eGFRcrea) among participants of European ancestry from the CKDGen Consortium (nStage1: 111,666; nStage2: 48,343). In single-variant analyses, we identified single nucleotide polymorphisms at seven new loci associated with eGFRcrea (PPM1J, EDEM3, ACP1, SPEG, EYA4, CYP1A1, and ATXN2L; PStage1<3.7×10(-7)), of which most were common and annotated as nonsynonymous variants. Gene-based analysis identified associations of functional rare variants in three genes with eGFRcrea, including a novel association with the SOS Ras/Rho guanine nucleotide exchange factor 2 gene, SOS2 (P=5.4×10(-8) by sequence kernel association test). Experimental follow-up in zebrafish embryos revealed changes in glomerular gene expression and renal tubule morphology in the embryonic kidney of acp1- and sos2-knockdowns. These developmental abnormalities associated with altered blood clearance rate and heightened prevalence of edema. This study expands the number of loci associated with kidney function and identifies novel genes with potential roles in kidney formation.
1 aLi, Man1 aLi, Yong1 aWeeks, Olivia1 aMijatovic, Vladan1 aTeumer, Alexander1 aHuffman, Jennifer, E1 aTromp, Gerard1 aFuchsberger, Christian1 aGorski, Mathias1 aLyytikäinen, Leo-Pekka1 aNutile, Teresa1 aSedaghat, Sanaz1 aSorice, Rossella1 aTin, Adrienne1 aYang, Qiong1 aAhluwalia, Tarunveer, S1 aArking, Dan, E1 aBihlmeyer, Nathan, A1 aBöger, Carsten, A1 aCarroll, Robert, J1 aChasman, Daniel, I1 aCornelis, Marilyn, C1 aDehghan, Abbas1 aFaul, Jessica, D1 aFeitosa, Mary, F1 aGambaro, Giovanni1 aGasparini, Paolo1 aGiulianini, Franco1 aHeid, Iris1 aHuang, Jinyan1 aImboden, Medea1 aJackson, Anne, U1 aJeff, Janina1 aJhun, Min, A1 aKatz, Ronit1 aKifley, Annette1 aKilpeläinen, Tuomas, O1 aKumar, Ashish1 aLaakso, Markku1 aLi-Gao, Ruifang1 aLohman, Kurt1 aLu, Yingchang1 aMägi, Reedik1 aMalerba, Giovanni1 aMihailov, Evelin1 aMohlke, Karen, L1 aMook-Kanamori, Dennis, O1 aRobino, Antonietta1 aRuderfer, Douglas1 aSalvi, Erika1 aSchick, Ursula, M1 aSchulz, Christina-Alexandra1 aSmith, Albert, V1 aSmith, Jennifer, A1 aTraglia, Michela1 aYerges-Armstrong, Laura, M1 aZhao, Wei1 aGoodarzi, Mark, O1 aKraja, Aldi, T1 aLiu, Chunyu1 aWessel, Jennifer1 aBoerwinkle, Eric1 aBorecki, Ingrid, B1 aBork-Jensen, Jette1 aBottinger, Erwin, P1 aBraga, Daniele1 aBrandslund, Ivan1 aBrody, Jennifer, A1 aCampbell, Archie1 aCarey, David, J1 aChristensen, Cramer1 aCoresh, Josef1 aCrook, Errol1 aCurhan, Gary, C1 aCusi, Daniele1 ade Boer, Ian, H1 ade Vries, Aiko, P J1 aDenny, Joshua, C1 aDevuyst, Olivier1 aDreisbach, Albert, W1 aEndlich, Karlhans1 aEsko, Tõnu1 aFranco, Oscar, H1 aFulop, Tibor1 aGerhard, Glenn, S1 aGlümer, Charlotte1 aGottesman, Omri1 aGrarup, Niels1 aGudnason, Vilmundur1 aHarris, Tamara, B1 aHayward, Caroline1 aHocking, Lynne1 aHofman, Albert1 aHu, Frank, B1 aHusemoen, Lise, Lotte N1 aJackson, Rebecca, D1 aJørgensen, Torben1 aJørgensen, Marit, E1 aKähönen, Mika1 aKardia, Sharon, L R1 aKönig, Wolfgang1 aKooperberg, Charles1 aKriebel, Jennifer1 aLauner, Lenore, J1 aLauritzen, Torsten1 aLehtimäki, Terho1 aLevy, Daniel1 aLinksted, Pamela1 aLinneberg, Allan1 aLiu, Yongmei1 aLoos, Ruth, J F1 aLupo, Antonio1 aMeisinger, Christine1 aMelander, Olle1 aMetspalu, Andres1 aMitchell, Paul1 aNauck, Matthias1 aNürnberg, Peter1 aOrho-Melander, Marju1 aParsa, Afshin1 aPedersen, Oluf1 aPeters, Annette1 aPeters, Ulrike1 aPolasek, Ozren1 aPorteous, David1 aProbst-Hensch, Nicole, M1 aPsaty, Bruce, M1 aQi, Lu1 aRaitakari, Olli, T1 aReiner, Alex, P1 aRettig, Rainer1 aRidker, Paul, M1 aRivadeneira, Fernando1 aRossouw, Jacques, E1 aSchmidt, Frank1 aSiscovick, David1 aSoranzo, Nicole1 aStrauch, Konstantin1 aToniolo, Daniela1 aTurner, Stephen, T1 aUitterlinden, André, G1 aUlivi, Sheila1 aVelayutham, Dinesh1 aVölker, Uwe1 aVölzke, Henry1 aWaldenberger, Melanie1 aWang, Jie, Jin1 aWeir, David, R1 aWitte, Daniel1 aKuivaniemi, Helena1 aFox, Caroline, S1 aFranceschini, Nora1 aGoessling, Wolfram1 aKöttgen, Anna1 aChu, Audrey, Y1 aCHARGE Glycemic-T2D Working Group,1 aCHARGE Blood Pressure Working Group, uhttps://chs-nhlbi.org/node/725504016nas a2200865 4500008004100000022001400041245009800055210006900153260001600222520147500238100002001713700002001733700002201753700002001775700002201795700002201817700002801839700002401867700002101891700001901912700003201931700001701963700002801980700002402008700001602032700002202048700001902070700001902089700002002108700001902128700002102147700002002168700002302188700001902211700002002230700001402250700002302264700001902287700002502306700002102331700002102352700002402373700002902397700002502426700002502451700002302476700002502499700002502524700002102549700002402570700002202594700003202616700002002648700002202668700001902690700002302709700002202732700002902754700002502783700002302808700001902831700001702850700002102867700001902888700002202907700002202929700002802951700002602979700002103005700001803026700002403044700002503068700002103093856003603114 2017 eng d a1613-413300aGenome-Wide Interactions with Dairy Intake for Body Mass Index in Adults of European Descent.0 aGenomeWide Interactions with Dairy Intake for Body Mass Index in c2017 Sep 213 aSCOPE: Body weight responds variably to the intake of dairy foods. Genetic variation may contribute to inter-individual variability in associations between body weight and dairy consumption.
METHODS AND RESULTS: A genome-wide interaction study to discover genetic variants that account for variation in BMI in the context of low-fat, high-fat and total dairy intake in cross-sectional analysis was conducted. Data from nine discovery studies (up to 25 513 European descent individuals) were meta-analyzed. Twenty-six genetic variants reached the selected significance threshold (p-interaction <10-7) , and six independent variants (LINC01512-rs7751666, PALM2/AKAP2-rs914359, ACTA2-rs1388, PPP1R12A-rs7961195, LINC00333-rs9635058, AC098847.1-rs1791355) were evaluated meta-analytically for replication of interaction in up to 17 675 individuals. Variant rs9635058 (128 kb 3' of LINC00333) was replicated (p-interaction = 0.004). In the discovery cohorts, rs9635058 interacted with dairy (p-interaction = 7.36 × 10-8) such that each serving of low-fat dairy was associated with 0.225 kg m-2 lower BMI per each additional copy of the effect allele (A). A second genetic variant (ACTA2-rs1388) approached interaction replication significance for low-fat dairy exposure.
CONCLUSION: Body weight responses to dairy intake may be modified by genotype, in that greater dairy intake may protect a genetic subgroup from higher body weight.
1 aSmith, Caren, E1 aFollis, Jack, L1 aDashti, Hassan, S1 aTanaka, Toshiko1 aGraff, Mariaelisa1 aFretts, Amanda, M1 aKilpeläinen, Tuomas, O1 aWojczynski, Mary, K1 aRichardson, Kris1 aNalls, Mike, A1 aSchulz, Christina-Alexandra1 aLiu, Yongmei1 aFrazier-Wood, Alexis, C1 avan Eekelen, Esther1 aWang, Carol1 ade Vries, Paul, S1 aMikkilä, Vera1 aRohde, Rebecca1 aPsaty, Bruce, M1 aHansen, Torben1 aFeitosa, Mary, F1 aLai, Chao-Qiang1 aHouston, Denise, K1 aFerruci, Luigi1 aEricson, Ulrika1 aWang, Zhe1 ade Mutsert, Renée1 aOddy, Wendy, H1 ade Jonge, Ester, A L1 aSeppälä, Ilkka1 aJustice, Anne, E1 aLemaitre, Rozenn, N1 aSørensen, Thorkild, I A1 aProvince, Michael, A1 aParnell, Laurence, D1 aGarcia, Melissa, E1 aBandinelli, Stefania1 aOrho-Melander, Marju1 aRich, Stephen, S1 aRosendaal, Frits, R1 aPennell, Craig, E1 ade Jong, Jessica, C Kiefte-1 aKähönen, Mika1 aYoung, Kristin, L1 aPedersen, Oluf1 aAslibekyan, Stella1 aRotter, Jerome, I1 aMook-Kanamori, Dennis, O1 aZillikens, Carola, M1 aRaitakari, Olli, T1 aNorth, Kari, E1 aOvervad, Kim1 aArnett, Donna, K1 aHofman, Albert1 aLehtimäki, Terho1 aTjønneland, Anne1 aUitterlinden, André, G1 aRivadeneira, Fernando1 aFranco, Oscar, H1 aGerman, Bruce1 aSiscovick, David, S1 aCupples, Adrienne, L1 aOrdovas, Jose, M uhttps://chs-nhlbi.org/node/758808180nas a2202449 4500008004100000022001400041245010000055210006900155260001600224300000700240490000600247520139100253100002501644700002301669700001901692700003101711700001801742700001901760700002201779700001701801700001801818700002201836700002101858700001801879700001601897700002001913700002101933700002501954700002401979700002002003700001802023700001802041700002302059700001602082700002102098700001902119700002202138700001802160700001902178700002102197700002102218700002302239700002102262700001802283700002002301700002802321700002002349700002202369700002102391700001502412700001602427700002102443700002502464700002102489700002402510700002402534700001702558700003502575700002102610700002402631700002102655700001602676700002302692700001902715700001902734700002102753700002102774700001202795700002002807700002202827700001802849700002202867700002102889700001902910700001802929700002202947700002202969700001902991700002103010700001803031700001903049700002103068700001803089700002003107700002003127700001803147700002003165700002003185700002303205700002203228700001603250700002103266700001803287700002803305700001803333700002703351700002503378700002203403700002503425700002103450700002203471700001903493700001603512700001703528700002303545700002203568700002003590700002103610700002103631700001503652700002203667700001703689700001403706700001703720700002103737700002303758700002103781700002103802700002303823700002803846700002203874700001903896700002003915700001703935700002303952700002503975700002204000700002004022700001704042700002304059700002604082700001904108700002004127700001904147700002504166700001904191700001904210700002004229700001904249700002304268700002304291700002304314700002004337700002104357700002204378700001604400700002004416700002504436700002004461700001904481700001704500700001704517700001504534700002004549700002304569700001604592700002004608700002504628700003504653700002704688700002604715700002204741700002004763700002504783700002304808700002404831700002804855700001904883700002304902700002304925700002704948700001704975700002404992700001905016700002605035700001705061700002305078700001605101700002205117700002105139700002705160700002105187700002205208700001605230700001205246700001705258700002205275700002005297700002305317700002205340700002405362700002205386700002005408700002405428700002105452700002605473700002805499700002505527700002005552700002105572700002005593700001905613700002205632700001905654700002105673856003605694 2017 eng d a2041-172300aLarge meta-analysis of genome-wide association studies identifies five loci for lean body mass.0 aLarge metaanalysis of genomewide association studies identifies c2017 Jul 19 a800 v83 aLean body mass, consisting mostly of skeletal muscle, is important for healthy aging. We performed a genome-wide association study for whole body (20 cohorts of European ancestry with n = 38,292) and appendicular (arms and legs) lean body mass (n = 28,330) measured using dual energy X-ray absorptiometry or bioelectrical impedance analysis, adjusted for sex, age, height, and fat mass. Twenty-one single-nucleotide polymorphisms were significantly associated with lean body mass either genome wide (p < 5 × 10-8) or suggestively genome wide (p < 2.3 × 10-6). Replication in 63,475 (47,227 of European ancestry) individuals from 33 cohorts for whole body lean body mass and in 45,090 (42,360 of European ancestry) subjects from 25 cohorts for appendicular lean body mass was successful for five single-nucleotide polymorphisms in/near HSD17B11, VCAN, ADAMTSL3, IRS1, and FTO for total lean body mass and for three single-nucleotide polymorphisms in/near VCAN, ADAMTSL3, and IRS1 for appendicular lean body mass. Our findings provide new insight into the genetics of lean body mass.Lean body mass is a highly heritable trait and is associated with various health conditions. Here, Kiel and colleagues perform a meta-analysis of genome-wide association studies for whole body lean body mass and find five novel genetic loci to be significantly associated.
1 aZillikens, Carola, M1 aDemissie, Serkalem1 aHsu, Yi-Hsiang1 aYerges-Armstrong, Laura, M1 aChou, Wen-Chi1 aStolk, Lisette1 aLivshits, Gregory1 aBroer, Linda1 aJohnson, Toby1 aKoller, Daniel, L1 aKutalik, Zoltán1 aLuan, Jian'an1 aMalkin, Ida1 aRied, Janina, S1 aSmith, Albert, V1 aThorleifsson, Gudmar1 aVandenput, Liesbeth1 aZhao, Jing, Hua1 aZhang, Weihua1 aAghdassi, Ali1 aÅkesson, Kristina1 aAmin, Najaf1 aBaier, Leslie, J1 aBarroso, Inês1 aBennett, David, A1 aBertram, Lars1 aBiffar, Rainer1 aBochud, Murielle1 aBoehnke, Michael1 aBorecki, Ingrid, B1 aBuchman, Aron, S1 aByberg, Liisa1 aCampbell, Harry1 aObanda, Natalia, Campos1 aCauley, Jane, A1 aCawthon, Peggy, M1 aCederberg, Henna1 aChen, Zhao1 aCho, Nam, H1 aChoi, Hyung, Jin1 aClaussnitzer, Melina1 aCollins, Francis1 aCummings, Steven, R1 aDe Jager, Philip, L1 aDemuth, Ilja1 aDhonukshe-Rutten, Rosalie, A M1 aDiatchenko, Luda1 aEiriksdottir, Gudny1 aEnneman, Anke, W1 aErdos, Mike1 aEriksson, Johan, G1 aEriksson, Joel1 aEstrada, Karol1 aEvans, Daniel, S1 aFeitosa, Mary, F1 aFu, Mao1 aGarcia, Melissa1 aGieger, Christian1 aGirke, Thomas1 aGlazer, Nicole, L1 aGrallert, Harald1 aGrewal, Jagvir1 aHan, Bok-Ghee1 aHanson, Robert, L1 aHayward, Caroline1 aHofman, Albert1 aHoffman, Eric, P1 aHomuth, Georg1 aHsueh, Wen-Chi1 aHubal, Monica, J1 aHubbard, Alan1 aHuffman, Kim, M1 aHusted, Lise, B1 aIllig, Thomas1 aIngelsson, Erik1 aIttermann, Till1 aJansson, John-Olov1 aJordan, Joanne, M1 aJula, Antti1 aKarlsson, Magnus1 aKhaw, Kay-Tee1 aKilpeläinen, Tuomas, O1 aKlopp, Norman1 aKloth, Jacqueline, S L1 aKoistinen, Heikki, A1 aKraus, William, E1 aKritchevsky, Stephen1 aKuulasmaa, Teemu1 aKuusisto, Johanna1 aLaakso, Markku1 aLahti, Jari1 aLang, Thomas1 aLangdahl, Bente, L1 aLauner, Lenore, J1 aLee, Jong-Young1 aLerch, Markus, M1 aLewis, Joshua, R1 aLind, Lars1 aLindgren, Cecilia1 aLiu, Yongmei1 aLiu, Tian1 aLiu, Youfang1 aLjunggren, Osten1 aLorentzon, Mattias1 aLuben, Robert, N1 aMaixner, William1 aMcGuigan, Fiona, E1 aMedina-Gómez, Carolina1 aMeitinger, Thomas1 aMelhus, Håkan1 aMellström, Dan1 aMelov, Simon1 aMichaëlsson, Karl1 aMitchell, Braxton, D1 aMorris, Andrew, P1 aMosekilde, Leif1 aNewman, Anne1 aNielson, Carrie, M1 aO'Connell, Jeffrey, R1 aOostra, Ben, A1 aOrwoll, Eric, S1 aPalotie, Aarno1 aParker, Stephen, C J1 aPeacock, Munro1 aPerola, Markus1 aPeters, Annette1 aPolasek, Ozren1 aPrince, Richard, L1 aRäikkönen, Katri1 aRalston, Stuart, H1 aRipatti, Samuli1 aRobbins, John, A1 aRotter, Jerome, I1 aRudan, Igor1 aSalomaa, Veikko1 aSatterfield, Suzanne1 aSchadt, Eric, E1 aSchipf, Sabine1 aScott, Laura1 aSehmi, Joban1 aShen, Jian1 aShin, Chan, Soo1 aSigurdsson, Gunnar1 aSmith, Shad1 aSoranzo, Nicole1 aStančáková, Alena1 aSteinhagen-Thiessen, Elisabeth1 aStreeten, Elizabeth, A1 aStyrkarsdottir, Unnur1 aSwart, Karin, M A1 aTan, Sian-Tsung1 aTarnopolsky, Mark, A1 aThompson, Patricia1 aThomson, Cynthia, A1 aThorsteinsdottir, Unnur1 aTikkanen, Emmi1 aTranah, Gregory, J1 aTuomilehto, Jaakko1 avan Schoor, Natasja, M1 aVerma, Arjun1 aVollenweider, Peter1 aVölzke, Henry1 aWactawski-Wende, Jean1 aWalker, Mark1 aWeedon, Michael, N1 aWelch, Ryan1 aWichmann, H-Erich1 aWiden, Elisabeth1 aWilliams, Frances, M K1 aWilson, James, F1 aWright, Nicole, C1 aXie, Weijia1 aYu, Lei1 aZhou, Yanhua1 aChambers, John, C1 aDöring, Angela1 aDuijn, Cornelia, M1 aEcons, Michael, J1 aGudnason, Vilmundur1 aKooner, Jaspal, S1 aPsaty, Bruce, M1 aSpector, Timothy, D1 aStefansson, Kari1 aRivadeneira, Fernando1 aUitterlinden, André, G1 aWareham, Nicholas, J1 aOssowski, Vicky1 aWaterworth, Dawn1 aLoos, Ruth, J F1 aKarasik, David1 aHarris, Tamara, B1 aOhlsson, Claes1 aKiel, Douglas, P uhttps://chs-nhlbi.org/node/760012060nas a2203745 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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, Alan, B1 aBecker, Diane, M1 aBoehnke, Michael1 aBowden, Donald, W1 aChambers, John, C1 aChen, Yii-Der Ida1 ade Faire, Ulf1 aDeary, Ian, J1 aEsko, Tõnu1 aFarrall, Martin1 aForrester, Terrence1 aFranks, Paul, W1 aFreedman, Barry, I1 aFroguel, Philippe1 aGasparini, Paolo1 aGieger, Christian1 aHorta, Bernardo, Lessa1 aHung, Yi-Jen1 aJonas, Jost, B1 aKato, Norihiro1 aKooner, Jaspal, S1 aLaakso, Markku1 aLehtimäki, Terho1 aLiang, Kae-Woei1 aMagnusson, Patrik, K E1 aNewman, Anne, B1 aOldehinkel, Albertine, J1 aPereira, Alexandre, C1 aRedline, Susan1 aRettig, 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 aKamatani, Yoichiro1 aLaurie, Cathy, C1 aBouchard, Claude1 aCooper, Richard, S1 aEvans, Michele, K1 aGudnason, Vilmundur1 aKardia, Sharon, L R1 aKritchevsky, Stephen, B1 aLevy, Daniel1 aO'Connell, Jeff, R1 aPsaty, Bruce, M1 avan Dam, Rob, M1 aSims, Mario1 aArnett, Donna, K1 aMook-Kanamori, Dennis, O1 aKelly, Tanika, N1 aFox, Ervin, R1 aHayward, Caroline1 aFornage, Myriam1 aRotimi, Charles, N1 aProvince, Michael, A1 aDuijn, Cornelia, M1 aTai, Shyong, E1 aWong, Tien, Yin1 aLoos, Ruth, J F1 aReiner, Alex, P1 aRotter, Jerome, I1 aZhu, Xiaofeng1 aBierut, Laura, J1 aGauderman, James1 aCaulfield, Mark, J1 aElliott, Paul1 aRice, Kenneth1 aMunroe, Patricia, B1 aMorrison, Alanna, C1 aCupples, Adrienne, L1 aRao, Dabeeru, C1 aChasman, Daniel, I1 aCHARGE Neurology Working Group1 aCOGENT-Kidney Consortium1 aGIANT Consortium1 aLifeLines Cohort Study uhttps://chs-nhlbi.org/node/768611027nas a2203421 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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/779207560nas a2202017 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2019 eng d a1938-320700aDisentangling the genetics of lean mass.0 aDisentangling the genetics of lean mass c2019 Feb 01 a276-2870 v1093 aBackground: Lean body mass (LM) plays an important role in mobility and metabolic function. We previously identified five loci associated with LM adjusted for fat mass in kilograms. Such an adjustment may reduce the power to identify genetic signals having an association with both lean mass and fat mass.
Objectives: To determine the impact of different fat mass adjustments on genetic architecture of LM and identify additional LM loci.
Methods: We performed genome-wide association analyses for whole-body LM (20 cohorts of European ancestry with n = 38,292) measured using dual-energy X-ray absorptiometry) or bioelectrical impedance analysis, adjusted for sex, age, age2, and height with or without fat mass adjustments (Model 1 no fat adjustment; Model 2 adjustment for fat mass as a percentage of body mass; Model 3 adjustment for fat mass in kilograms).
Results: Seven single-nucleotide polymorphisms (SNPs) in separate loci, including one novel LM locus (TNRC6B), were successfully replicated in an additional 47,227 individuals from 29 cohorts. Based on the strengths of the associations in Model 1 vs Model 3, we divided the LM loci into those with an effect on both lean mass and fat mass in the same direction and refer to those as "sumo wrestler" loci (FTO and MC4R). In contrast, loci with an impact specifically on LM were termed "body builder" loci (VCAN and ADAMTSL3). Using existing available genome-wide association study databases, LM increasing alleles of SNPs in sumo wrestler loci were associated with an adverse metabolic profile, whereas LM increasing alleles of SNPs in "body builder" loci were associated with metabolic protection.
Conclusions: In conclusion, we identified one novel LM locus (TNRC6B). Our results suggest that a genetically determined increase in lean mass might exert either harmful or protective effects on metabolic traits, depending on its relation to fat mass.
1 aKarasik, David1 aZillikens, Carola, M1 aHsu, Yi-Hsiang1 aAghdassi, Ali1 aÅkesson, Kristina1 aAmin, Najaf1 aBarroso, Inês1 aBennett, David, A1 aBertram, Lars1 aBochud, Murielle1 aBorecki, Ingrid, B1 aBroer, Linda1 aBuchman, Aron, S1 aByberg, Liisa1 aCampbell, Harry1 aCampos-Obando, Natalia1 aCauley, Jane, A1 aCawthon, Peggy, M1 aChambers, John, C1 aChen, Zhao1 aCho, Nam, H1 aChoi, Hyung, Jin1 aChou, Wen-Chi1 aCummings, Steven, R1 ade Groot, Lisette, C P G M1 aDe Jager, Phillip, L1 aDemuth, Ilja1 aDiatchenko, Luda1 aEcons, Michael, J1 aEiriksdottir, Gudny1 aEnneman, Anke, W1 aEriksson, Joel1 aEriksson, Johan, G1 aEstrada, Karol1 aEvans, Daniel, S1 aFeitosa, Mary, F1 aFu, Mao1 aGieger, Christian1 aGrallert, Harald1 aGudnason, Vilmundur1 aLenore, Launer, J1 aHayward, Caroline1 aHofman, Albert1 aHomuth, Georg1 aHuffman, Kim, M1 aHusted, Lise, B1 aIllig, Thomas1 aIngelsson, Erik1 aIttermann, Till1 aJansson, John-Olov1 aJohnson, Toby1 aBiffar, Reiner1 aJordan, Joanne, M1 aJula, Antti1 aKarlsson, Magnus1 aKhaw, Kay-Tee1 aKilpeläinen, Tuomas, O1 aKlopp, Norman1 aKloth, Jacqueline, S L1 aKoller, Daniel, L1 aKooner, Jaspal, S1 aKraus, William, E1 aKritchevsky, Stephen1 aKutalik, Zoltán1 aKuulasmaa, Teemu1 aKuusisto, Johanna1 aLaakso, Markku1 aLahti, Jari1 aLang, Thomas1 aLangdahl, Bente, L1 aLerch, Markus, M1 aLewis, Joshua, R1 aLill, Christina1 aLind, Lars1 aLindgren, Cecilia1 aLiu, Yongmei1 aLivshits, Gregory1 aLjunggren, Osten1 aLoos, Ruth, J F1 aLorentzon, Mattias1 aLuan, Jian'an1 aLuben, Robert, N1 aMalkin, Ida1 aMcGuigan, Fiona, E1 aMedina-Gómez, Carolina1 aMeitinger, Thomas1 aMelhus, Håkan1 aMellström, Dan1 aMichaëlsson, Karl1 aMitchell, Braxton, D1 aMorris, Andrew, P1 aMosekilde, Leif1 aNethander, Maria1 aNewman, Anne, B1 aO'Connell, Jeffery, R1 aOostra, Ben, A1 aOrwoll, Eric, S1 aPalotie, Aarno1 aPeacock, Munro1 aPerola, Markus1 aPeters, Annette1 aPrince, Richard, L1 aPsaty, Bruce, M1 aRäikkönen, Katri1 aRalston, Stuart, H1 aRipatti, Samuli1 aRivadeneira, Fernando1 aRobbins, John, A1 aRotter, Jerome, I1 aRudan, Igor1 aSalomaa, Veikko1 aSatterfield, Suzanne1 aSchipf, Sabine1 aShin, Chan, Soo1 aSmith, Albert, V1 aSmith, Shad, B1 aSoranzo, Nicole1 aSpector, Timothy, D1 aStančáková, Alena1 aStefansson, Kari1 aSteinhagen-Thiessen, Elisabeth1 aStolk, Lisette1 aStreeten, Elizabeth, A1 aStyrkarsdottir, Unnur1 aSwart, Karin, M A1 aThompson, Patricia1 aThomson, Cynthia, A1 aThorleifsson, Gudmar1 aThorsteinsdottir, Unnur1 aTikkanen, Emmi1 aTranah, Gregory, J1 aUitterlinden, André, G1 aDuijn, Cornelia, M1 avan Schoor, Natasja, M1 aVandenput, Liesbeth1 aVollenweider, Peter1 aVölzke, Henry1 aWactawski-Wende, Jean1 aWalker, Mark1 aWareham, Nicholas, J1 aWaterworth, Dawn1 aWeedon, Michael, N1 aWichmann, H-Erich1 aWiden, Elisabeth1 aWilliams, Frances, M K1 aWilson, James, F1 aWright, Nicole, C1 aYerges-Armstrong, Laura, M1 aYu, Lei1 aZhang, Weihua1 aZhao, Jing Hua1 aZhou, Yanhua1 aNielson, Carrie, M1 aHarris, Tamara, B1 aDemissie, Serkalem1 aKiel, Douglas, P1 aOhlsson, Claes uhttps://chs-nhlbi.org/node/797410550nas a2203325 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2019 eng d a1476-625600aMulti-Ancestry Genome-Wide Association Study of Lipid Levels Incorporating Gene-Alcohol Interactions.0 aMultiAncestry GenomeWide Association Study of Lipid Levels Incor c2019 Jan 293 aAn individual's lipid profile is influenced by genetic variants and alcohol consumption, but the contribution of interactions between these exposures has not been studied. We therefore incorporated gene-alcohol interactions into a multi-ancestry genome-wide association study of levels of high-density lipoprotein cholesterol, low-density lipoprotein cholesterol, and triglycerides. We included 45 studies in Stage 1 (genome-wide discovery) and 66 studies in Stage 2 (focused follow-up), for a total of 394,584 individuals from five ancestry groups. Genetic main and interaction effects were jointly assessed by a 2 degrees of freedom (DF) test, and a 1 DF test was used to assess the interaction effects alone. Variants at 495 loci were at least suggestively associated (P < 1 × 10-6) with lipid levels in Stage 1 and were evaluated in Stage 2, followed by combined analyses of Stage 1 and Stage 2. In the combined analysis of Stage 1 and Stage 2, 147 independent loci were associated with lipid levels at P < 5 × 10-8 using 2 DF tests, of which 18 were novel. No genome-wide significant associations were found testing the interaction effect alone. The novel loci included several genes (PCSK5, VEGFB, and A1CF) with a putative role in lipid metabolism based on existing evidence from cellular and experimental models.
1 ade Vries, Paul, S1 aBrown, Michael, R1 aBentley, Amy, R1 aSung, Yun, J1 aWinkler, Thomas, W1 aNtalla, Ioanna1 aSchwander, Karen1 aKraja, Aldi, T1 aGuo, Xiuqing1 aFranceschini, Nora1 aCheng, Ching-Yu1 aSim, Xueling1 aVojinovic, Dina1 aHuffman, Jennifer, E1 aMusani, Solomon, K1 aLi, Changwei1 aFeitosa, Mary, F1 aRichard, Melissa, A1 aNoordam, Raymond1 aAschard, Hugues1 aBartz, Traci, M1 aBielak, Lawrence, F1 aDeng, Xuan1 aDorajoo, Rajkumar1 aLohman, Kurt, K1 aManning, Alisa, K1 aRankinen, Tuomo1 aSmith, Albert, V1 aTajuddin, Salman, M1 aEvangelou, Evangelos1 aGraff, Mariaelisa1 aAlver, Maris1 aBoissel, Mathilde1 aChai, Jin, Fang1 aChen, Xu1 aDivers, Jasmin1 aGandin, Ilaria1 aGao, Chuan1 aGoel, Anuj1 aHagemeijer, Yanick1 aHarris, Sarah, E1 aHartwig, Fernando, P1 aHe, Meian1 aHorimoto, Andrea, R V R1 aHsu, Fang-Chi1 aJackson, Anne, U1 aKasturiratne, Anuradhani1 aKomulainen, Pirjo1 aKuhnel, Brigitte1 aLaguzzi, Federica1 aLee, Joseph, H1 aLuan, Jian'an1 aLyytikäinen, Leo-Pekka1 aMatoba, Nana1 aNolte, Ilja, M1 aPietzner, Maik1 aRiaz, Muhammad1 aSaid, Abdullah1 aScott, Robert, A1 aSofer, Tamar1 aStančáková, Alena1 aTakeuchi, Fumihiko1 aTayo, Bamidele, O1 avan der Most, Peter, J1 aVarga, Tibor, V1 aWang, Yajuan1 aWare, Erin, B1 aWen, Wanqing1 aYanek, Lisa, R1 aZhang, Weihua1 aZhao, Jing Hua1 aAfaq, Saima1 aAmin, Najaf1 aAmini, Marzyeh1 aArking, Dan, E1 aAung, Tin1 aBallantyne, Christie1 aBoerwinkle, Eric1 aBroeckel, Ulrich1 aCampbell, Archie1 aCanouil, Mickaël1 aCharumathi, Sabanayagam1 aChen, Yii-Der Ida1 aConnell, John, M1 ade Faire, Ulf1 aFuentes, Lisa, de Las1 ade Mutsert, Renée1 ade Silva, Janaka1 aDing, Jingzhong1 aDominiczak, Anna, F1 aDuan, Qing1 aEaton, Charles, B1 aEppinga, Ruben, N1 aFaul, Jessica, D1 aFisher, Virginia1 aForrester, Terrence1 aFranco, Oscar, H1 aFriedlander, Yechiel1 aGhanbari, Mohsen1 aGiulianini, Franco1 aGrabe, Hans, J1 aGrove, Megan, L1 aGu, Charles1 aHarris, Tamara, B1 aHeikkinen, Sami1 aHeng, Chew-Kiat1 aHirata, Makoto1 aHixson, James, E1 aHoward, Barbara, V1 aIkram, Arfan, M1 aJacobs, David, R1 aJohnson, Craig1 aJonas, Jost, Bruno1 aKammerer, Candace, M1 aKatsuya, Tomohiro1 aKhor, Chiea, Chuen1 aKilpeläinen, Tuomas, O1 aKoh, Woon-Puay1 aKoistinen, Heikki, A1 aKolcic, Ivana1 aKooperberg, Charles1 aKrieger, Jose, E1 aKritchevsky, Steve, B1 aKubo, Michiaki1 aKuusisto, Johanna1 aLakka, Timo, A1 aLangefeld, Carl, D1 aLangenberg, Claudia1 aLauner, Lenore, J1 aLehne, Benjamin1 aLemaitre, Rozenn, N1 aLi, Yize1 aLiang, Jingjing1 aLiu, Jianjun1 aLiu, Kiang1 aLoh, Marie1 aLouie, Tin1 aMägi, Reedik1 aManichaikul, Ani, W1 aMcKenzie, Colin, A1 aMeitinger, Thomas1 aMetspalu, Andres1 aMilaneschi, Yuri1 aMilani, Lili1 aMohlke, Karen, L1 aMosley, Thomas, H1 aMukamal, Kenneth, J1 aNalls, Mike, A1 aNauck, Matthias1 aNelson, Christopher, P1 aSotoodehnia, Nona1 aO'Connell, Jeff, R1 aPalmer, Nicholette, D1 aPazoki, Raha1 aPedersen, Nancy, L1 aPeters, Annette1 aPeyser, Patricia, A1 aPolasek, Ozren1 aPoulter, Neil1 aRaffel, Leslie, J1 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aKato, Norihiro1 aKooner, Jaspal, S1 aLaakso, Markku1 aLeander, Karin1 aLehtimäki, Terho1 aMagnusson, Patrik, K E1 aPenninx, Brenda1 aPereira, Alexandre, C1 aRauramaa, Rainer1 aSamani, Nilesh, J1 aScott, James1 aShu, Xiao-Ou1 aHarst, Pim1 aWagenknecht, Lynne, E1 aWang, Ya, Xing1 aWareham, Nicholas, J1 aWatkins, Hugh1 aWeir, David, R1 aWickremasinghe, Ananda, R1 aZheng, Wei1 aElliott, Paul1 aNorth, Kari, E1 aBouchard, Claude1 aEvans, Michele, K1 aGudnason, Vilmundur1 aLiu, Ching-Ti1 aLiu, Yongmei1 aPsaty, Bruce, M1 aRidker, Paul, M1 avan Dam, Rob, M1 aKardia, Sharon, L R1 aZhu, Xiaofeng1 aRotimi, Charles, N1 aMook-Kanamori, Dennis, O1 aFornage, Myriam1 aKelly, Tanika, N1 aFox, Ervin, R1 aHayward, Caroline1 aDuijn, Cornelia, M1 aTai, Shyong, E1 aWong, Tien, Yin1 aLiu, Jingmin1 aRotter, Jerome, I1 aGauderman, James1 aProvince, Michael, A1 aMunroe, Patricia, B1 aRice, Kenneth1 aChasman, Daniel, I1 aCupples, Adrienne, L1 aRao, Dabeeru, C1 aMorrison, Alanna, C1 aInterAct Consortium1 aLifelines Cohort, Groningen, The Netherlands (Lifelines Cohort Study) uhttps://chs-nhlbi.org/node/797011178nas a2203793 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2019 eng d a1546-171800aMulti-ancestry genome-wide gene-smoking interaction study of 387,272 individuals identifies new loci associated with serum lipids.0 aMultiancestry genomewide genesmoking interaction study of 387272 c2019 Apr a636-6480 v513 aThe concentrations of high- and low-density-lipoprotein cholesterol and triglycerides are influenced by smoking, but it is unknown whether genetic associations with lipids may be modified by smoking. We conducted a multi-ancestry genome-wide gene-smoking interaction study in 133,805 individuals with follow-up in an additional 253,467 individuals. Combined meta-analyses identified 13 new loci associated with lipids, some of which were detected only because association differed by smoking status. Additionally, we demonstrate the importance of including diverse populations, particularly in studies of interactions with lifestyle factors, where genomic and lifestyle differences by ancestry may contribute to novel findings.
1 aBentley, Amy, R1 aSung, Yun, J1 aBrown, Michael, R1 aWinkler, Thomas, W1 aKraja, Aldi, T1 aNtalla, Ioanna1 aSchwander, Karen1 aChasman, Daniel, I1 aLim, Elise1 aDeng, Xuan1 aGuo, Xiuqing1 aLiu, Jingmin1 aLu, Yingchang1 aCheng, Ching-Yu1 aSim, Xueling1 aVojinovic, Dina1 aHuffman, Jennifer, E1 aMusani, Solomon, K1 aLi, Changwei1 aFeitosa, Mary, F1 aRichard, Melissa, A1 aNoordam, Raymond1 aBaker, Jenna1 aChen, Guanjie1 aAschard, Hugues1 aBartz, Traci, M1 aDing, Jingzhong1 aDorajoo, Rajkumar1 aManning, Alisa, K1 aRankinen, Tuomo1 aSmith, Albert, V1 aTajuddin, Salman, M1 aZhao, Wei1 aGraff, Mariaelisa1 aAlver, Maris1 aBoissel, Mathilde1 aChai, Jin, Fang1 aChen, Xu1 aDivers, Jasmin1 aEvangelou, Evangelos1 aGao, Chuan1 aGoel, Anuj1 aHagemeijer, Yanick1 aHarris, Sarah, E1 aHartwig, Fernando, P1 aHe, Meian1 aHorimoto, Andrea, R V R1 aHsu, Fang-Chi1 aHung, Yi-Jen1 aJackson, Anne, U1 aKasturiratne, Anuradhani1 aKomulainen, Pirjo1 aKuhnel, Brigitte1 aLeander, Karin1 aLin, Keng-Hung1 aLuan, Jian'an1 aLyytikäinen, Leo-Pekka1 aMatoba, Nana1 aNolte, Ilja, M1 aPietzner, Maik1 aPrins, Bram1 aRiaz, Muhammad1 aRobino, Antonietta1 aSaid, Abdullah1 aSchupf, Nicole1 aScott, Robert, A1 aSofer, Tamar1 aStančáková, Alena1 aTakeuchi, Fumihiko1 aTayo, Bamidele, O1 avan der Most, Peter, J1 aVarga, Tibor, V1 aWang, Tzung-Dau1 aWang, Yajuan1 aWare, Erin, B1 aWen, Wanqing1 aXiang, Yong-Bing1 aYanek, Lisa, R1 aZhang, Weihua1 aZhao, Jing Hua1 aAdeyemo, Adebowale1 aAfaq, Saima1 aAmin, Najaf1 aAmini, Marzyeh1 aArking, Dan, E1 aArzumanyan, Zorayr1 aAung, Tin1 aBallantyne, Christie1 aBarr, Graham1 aBielak, Lawrence, F1 aBoerwinkle, Eric1 aBottinger, Erwin, P1 aBroeckel, Ulrich1 aBrown, Morris1 aCade, Brian, E1 aCampbell, Archie1 aCanouil, Mickaël1 aCharumathi, Sabanayagam1 aChen, Yii-Der Ida1 aChristensen, Kaare1 aConcas, Maria, Pina1 aConnell, John, M1 aFuentes, Lisa, de Las1 ade Silva, Janaka1 ade Vries, Paul, S1 aDoumatey, Ayo1 aDuan, Qing1 aEaton, Charles, B1 aEppinga, Ruben, N1 aFaul, Jessica, D1 aFloyd, James, S1 aForouhi, Nita, G1 aForrester, Terrence1 aFriedlander, Yechiel1 aGandin, Ilaria1 aGao, He1 aGhanbari, Mohsen1 aGharib, Sina, A1 aGigante, Bruna1 aGiulianini, Franco1 aGrabe, Hans, J1 aGu, Charles1 aHarris, Tamara, B1 aHeikkinen, Sami1 aHeng, Chew-Kiat1 aHirata, Makoto1 aHixson, James, E1 aIkram, Arfan, M1 aJia, Yucheng1 aJoehanes, Roby1 aJohnson, Craig1 aJonas, Jost, Bruno1 aJustice, Anne, E1 aKatsuya, Tomohiro1 aKhor, Chiea, Chuen1 aKilpeläinen, Tuomas, O1 aKoh, Woon-Puay1 aKolcic, Ivana1 aKooperberg, Charles1 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 aLiang, Jingjing1 aLin, Shiow1 aLiu, Ching-Ti1 aLiu, Jianjun1 aLiu, Kiang1 aLoh, Marie1 aLohman, Kurt, K1 aLouie, Tin1 aLuzzi, Anna1 aMägi, Reedik1 aMahajan, Anubha1 aManichaikul, Ani, W1 aMcKenzie, Colin, A1 aMeitinger, Thomas1 aMetspalu, Andres1 aMilaneschi, Yuri1 aMilani, Lili1 aMohlke, Karen, L1 aMomozawa, Yukihide1 aMorris, Andrew, P1 aMurray, Alison, D1 aNalls, Mike, A1 aNauck, Matthias1 aNelson, Christopher, P1 aNorth, Kari, E1 aO'Connell, Jeffrey, R1 aPalmer, Nicholette, D1 aPapanicolau, George, J1 aPedersen, Nancy, L1 aPeters, Annette1 aPeyser, Patricia, A1 aPolasek, Ozren1 aPoulter, Neil1 aRaitakari, Olli, T1 aReiner, Alex, P1 aRenstrom, Frida1 aRice, Treva, K1 aRich, Stephen, S1 aRobinson, Jennifer, G1 aRose, Lynda, M1 aRosendaal, Frits, R1 aRudan, Igor1 aSchmidt, Carsten, O1 aSchreiner, Pamela, J1 aScott, William, R1 aSever, Peter1 aShi, Yuan1 aSidney, Stephen1 aSims, Mario1 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 aTiemeier, Henning1 aTurner, Stephen, T1 aUitterlinden, André, G1 avan Heemst, Diana1 aWaldenberger, Melanie1 aWang, Heming1 aWang, Lan1 aWang, Lihua1 aBin Wei, Wen1 aWilliams, Christine, A1 aWilson, Gregory1 aWojczynski, Mary, K1 aYao, Jie1 aYoung, Kristin1 aYu, Caizheng1 aYuan, Jian-Min1 aZhou, Jie1 aZonderman, Alan, B1 aBecker, Diane, M1 aBoehnke, Michael1 aBowden, Donald, W1 aChambers, John, C1 aCooper, Richard, S1 ade Faire, Ulf1 aDeary, Ian, J1 aElliott, Paul1 aEsko, Tõnu1 aFarrall, Martin1 aFranks, Paul, W1 aFreedman, Barry, I1 aFroguel, Philippe1 aGasparini, Paolo1 aGieger, Christian1 aHorta, Bernardo, L1 aJuang, Jyh-Ming, Jimmy1 aKamatani, Yoichiro1 aKammerer, Candace, M1 aKato, Norihiro1 aKooner, Jaspal, S1 aLaakso, Markku1 aLaurie, Cathy, C1 aLee, I-Te1 aLehtimäki, Terho1 aMagnusson, Patrik, K E1 aOldehinkel, Albertine, J1 aPenninx, Brenda, W J H1 aPereira, Alexandre, C1 aRauramaa, Rainer1 aRedline, Susan1 aSamani, Nilesh, J1 aScott, James1 aShu, Xiao-Ou1 aHarst, Pim1 aWagenknecht, Lynne, E1 aWang, Jun-Sing1 aWang, Ya, Xing1 aWareham, Nicholas, J1 aWatkins, Hugh1 aWeir, David, R1 aWickremasinghe, Ananda, R1 aWu, Tangchun1 aZeggini, Eleftheria1 aZheng, Wei1 aBouchard, Claude1 aEvans, Michele, K1 aGudnason, Vilmundur1 aKardia, Sharon, L R1 aLiu, Yongmei1 aPsaty, Bruce, M1 aRidker, Paul, M1 avan Dam, Rob, M1 aMook-Kanamori, Dennis, O1 aFornage, Myriam1 aProvince, Michael, A1 aKelly, Tanika, N1 aFox, Ervin, R1 aHayward, Caroline1 aDuijn, Cornelia, M1 aTai, Shyong, E1 aWong, Tien, Yin1 aLoos, Ruth, J F1 aFranceschini, Nora1 aRotter, Jerome, I1 aZhu, Xiaofeng1 aBierut, Laura, J1 aGauderman, James1 aRice, Kenneth1 aMunroe, Patricia, B1 aMorrison, Alanna, C1 aRao, Dabeeru, C1 aRotimi, Charles, N1 aCupples, Adrienne, L1 aCOGENT-Kidney Consortium1 aEPIC-InterAct Consortium1 aUnderstanding Society Scientific Group1 aLifelines Cohort uhttps://chs-nhlbi.org/node/800506391nas a2201909 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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/797609368nas 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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.
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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/838105314nas a2201501 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2020 eng d a1939-327X00aGenetic Studies of Leptin Concentrations Implicate Leptin in the Regulation of Early Adiposity.0 aGenetic Studies of Leptin Concentrations Implicate Leptin in the c2020 Sep 113 aLeptin influences food intake by informing the brain about the status of body fat stores. Rare mutations associated with congenital leptin deficiency cause severe early-onset obesity that can be mitigated by administering leptin. However, the role of genetic regulation of leptin in polygenic obesity remains poorly understood. We performed an exome-based analysis in up to 57,232 individuals of diverse ancestries to identify genetic variants that influence adiposity-adjusted leptin concentrations. We identify five novel variants, including four missense variants, in , and , and one intergenic variant near The missense variant Val94Met (rs17151919) in was common in individuals of African ancestry only and its association with lower leptin concentrations was specific to this ancestry (P=2x10, n=3,901). Using analyses, we show that the Met94 allele decreases leptin secretion. We also show that the Met94 allele is associated with higher BMI in young African-ancestry children but not in adults, suggesting leptin regulates early adiposity.
1 aYaghootkar, Hanieh1 aZhang, Yiying1 aSpracklen, Cassandra, N1 aKaraderi, Tugce1 aHuang, Lam, Opal1 aBradfield, Jonathan1 aSchurmann, Claudia1 aFine, Rebecca, S1 aPreuss, Michael, H1 aKutalik, Zoltán1 aWittemans, Laura, Bl1 aLu, Yingchang1 aMetz, Sophia1 aWillems, Sara, M1 aLi-Gao, Ruifang1 aGrarup, Niels1 aWang, Shuai1 aMolnos, Sophie1 aSandoval-Zárate, América, A1 aNalls, Mike, A1 aLange, Leslie, A1 aHaesser, Jeffrey1 aGuo, Xiuqing1 aLyytikäinen, Leo-Pekka1 aFeitosa, Mary, F1 aSitlani, Colleen, M1 aVenturini, Cristina1 aMahajan, Anubha1 aKacprowski, Tim1 aWang, Carol, A1 aChasman, Daniel, I1 aAmin, Najaf1 aBroer, Linda1 aRobertson, Neil1 aYoung, Kristin, L1 aAllison, Matthew1 aAuer, Paul, L1 aBlüher, Matthias1 aBorja, Judith, B1 aBork-Jensen, Jette1 aCarrasquilla, Germán, D1 aChristofidou, Paraskevi1 aDemirkan, Ayse1 aDoege, Claudia, A1 aGarcia, Melissa, E1 aGraff, Mariaelisa1 aGuo, Kaiying1 aHakonarson, Hakon1 aHong, Jaeyoung1 aChen, Yii-Der, Ida1 aJackson, Rebecca1 aJakupović, Hermina1 aJousilahti, Pekka1 aJustice, Anne, E1 aKähönen, Mika1 aKizer, Jorge, R1 aKriebel, Jennifer1 aLeDuc, Charles, A1 aLi, Jin1 aLind, Lars1 aLuan, Jian'an1 aMackey, David1 aMangino, Massimo1 aMännistö, Satu1 aCarli, Jayne, F Martin1 aMedina-Gómez, Carolina1 aMook-Kanamori, Dennis, O1 aMorris, Andrew, P1 ade Mutsert, Renée1 aNauck, Matthias1 aNedeljkovic, Ivana1 aPennell, Craig, E1 aPradhan, Arund, D1 aPsaty, Bruce, M1 aRaitakari, Olli, T1 aScott, Robert, A1 aSkaaby, Tea1 aStrauch, Konstantin1 aTaylor, Kent, D1 aTeumer, Alexander1 aUitterlinden, André, G1 aWu, Ying1 aYao, Jie1 aWalker, Mark1 aNorth, Kari, E1 aKovacs, Peter1 aIkram, Arfan, M1 aDuijn, Cornelia, M1 aRidker, Paul, M1 aLye, Stephen1 aHomuth, Georg1 aIngelsson, Erik1 aSpector, Tim, D1 aMcKnight, Barbara1 aProvince, Michael, A1 aLehtimäki, Terho1 aAdair, Linda, S1 aRotter, Jerome, I1 aReiner, Alexander, P1 aWilson, James, G1 aHarris, Tamara, B1 aRipatti, Samuli1 aGrallert, Harald1 aMeigs, James, B1 aSalomaa, Veikko1 aHansen, Torben1 avan Dijk, Ko, Willems1 aWareham, Nicholas, J1 aGrant, Struan, Fa1 aLangenberg, Claudia1 aFrayling, Timothy, M1 aLindgren, Cecilia, M1 aMohlke, Karen, L1 aLeibel, Rudolph, L1 aLoos, Ruth, Jf1 aKilpeläinen, Tuomas, O uhttps://chs-nhlbi.org/node/849106209nas a2201549 4500008004100000022001400041245014600055210006900201260001300270300001200283490000700295520185100302100001502153700001502168700001702183700001802200700001802218700001502236700002402251700001902275700001702294700002002311700001802331700001902349700002202368700001902390700002802409700002002437700001802457700001902475700002802494700002402522700001902546700002302565700001602588700002202604700002002626700002602646700001902672700002202691700002102713700002602734700002002760700002402780700001902804700002002823700002102843700002502864700003202889700002002921700002102941700001902962700002002981700001403001700002803015700001903043700002203062700002203084700001903106700002403125700002103149700002503170700001303195700002103208700002203229700001903251700002203270700002403292700002203316700001803338700002603356700002003382700001903402700001603421700001803437700002303455700002203478700001903500700001703519700001403536700001703550700002103567700002203588700002103610700002003631700002003651700002103671700002203692700002003714700002403734700002303758700001703781700002503798700002903823700002203852700001703874700001803891700002603909700002003935700002303955700002003978700001903998700002804017700002304045700002004068700002204088700001704110700002104127700001904148700002404167700002204191700002204213700002504235700001904260700002204279700002104301700002004322700002104342700002304363700002504386700002404411700001904435700002104454700002104475700002904496700002504525700002004550700001904570700002304589700001104612856003604623 2020 eng d a1573-728400aMendelian randomization analysis does not support causal associations of birth weight with hypertension risk and blood pressure in adulthood.0 aMendelian randomization analysis does not support causal associa c2020 Jul a685-6970 v353 aEpidemiology studies suggested that low birthweight was associated with a higher risk of hypertension in later life. However, little is known about the causality of such associations. In our study, we evaluated the causal association of low birthweight with adulthood hypertension following a standard analytic protocol using the study-level data of 183,433 participants from 60 studies (CHARGE-BIG consortium), as well as that with blood pressure using publicly available summary-level genome-wide association data from EGG consortium of 153,781 participants, ICBP consortium and UK Biobank cohort together of 757,601 participants. We used seven SNPs as the instrumental variable in the study-level analysis and 47 SNPs in the summary-level analysis. In the study-level analyses, decreased birthweight was associated with a higher risk of hypertension in adults (the odds ratio per 1 standard deviation (SD) lower birthweight, 1.22; 95% CI 1.16 to 1.28), while no association was found between genetically instrumented birthweight and hypertension risk (instrumental odds ratio for causal effect per 1 SD lower birthweight, 0.97; 95% CI 0.68 to 1.41). Such results were consistent with that from the summary-level analyses, where the genetically determined low birthweight was not associated with blood pressure measurements either. One SD lower genetically determined birthweight was not associated with systolic blood pressure (β = - 0.76, 95% CI - 2.45 to 1.08 mmHg), 0.06 mmHg lower diastolic blood pressure (β = - 0.06, 95% CI - 0.93 to 0.87 mmHg), or pulse pressure (β = - 0.65, 95% CI - 1.38 to 0.69 mmHg, all p > 0.05). Our findings suggest that the inverse association of birthweight with hypertension risk from observational studies was not supported by large Mendelian randomization analyses.
1 aZheng, Yan1 aHuang, Tao1 aWang, Tiange1 aMei, Zhendong1 aSun, Zhonghan1 aZhang, Tao1 aEllervik, Christina1 aChai, Jin-Fang1 aSim, Xueling1 avan Dam, Rob, M1 aTai, E-Shyong1 aKoh, Woon-Puay1 aDorajoo, Rajkumar1 aSaw, Seang-Mei1 aSabanayagam, Charumathi1 aWong, Tien, Yin1 aGupta, Preeti1 aRossing, Peter1 aAhluwalia, Tarunveer, S1 aVinding, Rebecca, K1 aBisgaard, Hans1 aBønnelykke, Klaus1 aWang, Yujie1 aGraff, Mariaelisa1 aVoortman, Trudy1 avan Rooij, Frank, J A1 aHofman, Albert1 avan Heemst, Diana1 aNoordam, Raymond1 aEstampador, Angela, C1 aVarga, Tibor, V1 aEnzenbach, Cornelia1 aScholz, Markus1 aThiery, Joachim1 aBurkhardt, Ralph1 aOrho-Melander, Marju1 aSchulz, Christina-Alexandra1 aEricson, Ulrika1 aSonestedt, Emily1 aKubo, Michiaki1 aAkiyama, Masato1 aZhou, Ang1 aKilpeläinen, Tuomas, O1 aHansen, Torben1 aKleber, Marcus, E1 aDelgado, Graciela1 aMcCarthy, Mark1 aLemaitre, Rozenn, N1 aFelix, Janine, F1 aJaddoe, Vincent, W V1 aWu, Ying1 aMohlke, Karen, L1 aLehtimäki, Terho1 aWang, Carol, A1 aPennell, Craig, E1 aSchunkert, Heribert1 aKessler, Thorsten1 aZeng, Lingyao1 aWillenborg, Christina1 aPeters, Annette1 aLieb, Wolfgang1 aGrote, Veit1 aRzehak, Peter1 aKoletzko, Berthold1 aErdmann, Jeanette1 aMunz, Matthias1 aWu, Tangchun1 aHe, Meian1 aYu, Caizheng1 aLecoeur, Cécile1 aFroguel, Philippe1 aCorella, Dolores1 aMoreno, Luis, A1 aLai, Chao-Qiang1 aPitkänen, Niina1 aBoreham, Colin, A1 aRidker, Paul, M1 aRosendaal, Frits, R1 ade Mutsert, Renée1 aPower, Chris1 aPaternoster, Lavinia1 aSørensen, Thorkild, I A1 aTjønneland, Anne1 aOvervad, Kim1 aDjoussé, Luc1 aRivadeneira, Fernando1 aLee, Nanette, R1 aRaitakari, Olli, T1 aKähönen, Mika1 aViikari, Jorma1 aLanghendries, Jean-Paul1 aEscribano, Joaquin1 aVerduci, Elvira1 aDedoussis, George1 aKönig, Inke1 aBalkau, Beverley1 aColtell, Oscar1 aDallongeville, Jean1 aMeirhaeghe, Aline1 aAmouyel, Philippe1 aGottrand, Frédéric1 aPahkala, Katja1 aNiinikoski, Harri1 aHyppönen, Elina1 aMärz, Winfried1 aMackey, David, A1 aGruszfeld, Dariusz1 aTucker, Katherine, L1 aFumeron, Frédéric1 aEstruch, Ramon1 aOrdovas, Jose, M1 aArnett, Donna, K1 aMook-Kanamori, Dennis, O1 aMozaffarian, Dariush1 aPsaty, Bruce, M1 aNorth, Kari, E1 aChasman, Daniel, I1 aQi, Lu uhttps://chs-nhlbi.org/node/841003927nas a2200709 4500008004100000022001400041245011200055210006900167260001600236520183400252100002102086700001302107700001702120700002902137700002002166700003002186700002202216700002502238700001702263700001302280700002002293700002202313700002302335700002202358700001802380700002302398700002402421700002902445700002702474700002102501700002902522700001902551700002102570700002302591700002102614700002302635700002802658700001802686700001902704700001902723700002102742700002002763700001802783700002502801700001902826700003202845700002902877700002002906700002102926700002302947700001902970700001802989700002203007700002203029700002403051700002103075700002403096700002003120700001803140700002303158856003603181 2021 eng d a1538-783600aFGL1 as a modulator of plasma D-dimer levels: Exome-wide marker analysis of plasma tPA, PAI-1, and D-dimer.0 aFGL1 as a modulator of plasma Ddimer levels Exomewide marker ana c2021 Apr 203 aBACKGROUND: Use of targeted exome-arrays with common, rare variants and functionally enriched variation has led to discovery of new genes contributing to population variation in risk factors. Plasminogen activator-inhibitor 1 (PAI-1), tissue plasminogen activator (tPA), and the plasma product D-dimer are important components of the fibrinolytic system. There have been few large-scale genome-wide or exome-wide studies of PAI-1, tPA, and D-dimer.
OBJECTIVES: We sought to discover new genetic loci contributing to variation in these traits using an exome-array approach.
METHODS: Cohort-level analyses and fixed effects meta-analyses of PAI-1 (n = 15 603), tPA (n = 6876,) and D-dimer (n = 19 306) from 12 cohorts of European ancestry with diverse study design were conducted, including single-variant analyses and gene-based burden testing.
RESULTS: Five variants located in NME7, FGL1, and the fibrinogen locus, all associated with D-dimer levels, achieved genome-wide significance (P < 5 × 10 ). Replication was sought for these 5 variants, as well as 45 well-imputed variants with P < 1 × 10 in the discovery using an independent cohort. Replication was observed for three out of the five significant associations, including a novel and uncommon (0.013 allele frequency) coding variant p.Trp256Leu in FGL1 (fibrinogen-like-1) with increased plasma D-dimer levels. Additionally, a candidate-gene approach revealed a suggestive association for a coding variant (rs143202684-C) in SERPINB2, and suggestive associations with consistent effect in the replication analysis include an intronic variant (rs11057830-A) in SCARB1 associated with increased D-dimer levels.
CONCLUSION: This work provides new evidence for a role of FGL1 in hemostasis.
1 aThibord, Florian1 aSong, Ci1 aPattee, Jack1 aRodriguez, Benjamin, A T1 aChen, Ming-Huei1 aO'Donnell, Christopher, J1 aKleber, Marcus, E1 aDelgado, Graciela, E1 aGuo, Xiuqing1 aYao, Jie1 aTaylor, Kent, D1 aOzel, Ayse, Bilge1 aBrody, Jennifer, A1 aMcKnight, Barbara1 aGyorgy, Beata1 aSimonsick, Eleanor1 aLeonard, Hampton, L1 aCarrasquilla, Germán, D1 aGuindo-Martinez, Marta1 aSilveira, Angela1 aTemprano-Sagrera, Gerard1 aYanek, Lisa, R1 aBecker, Diane, M1 aMathias, Rasika, A1 aBecker, Lewis, C1 aRaffield, Laura, M1 aKilpeläinen, Tuomas, O1 aGrarup, Niels1 aPedersen, Oluf1 aHansen, Torben1 aLinneberg, Allan1 aHamsten, Anders1 aWatkins, Hugh1 aSabater-Lleal, Maria1 aNalls, Mike, A1 aTrégouët, David-Alexandre1 aMorange, Pierre-Emmanuel1 aPsaty, Bruce, M1 aTracy, Russel, P1 aSmith, Nicholas, L1 aDesch, Karl, C1 aCushman, Mary1 aRotter, Jerome, I1 ade Vries, Paul, S1 aPankratz, Nathan, D1 aFolsom, Aaron, R1 aMorrison, Alanna, C1 aMärz, Winfried1 aTang, Weihong1 aJohnson, Andrew, D uhttps://chs-nhlbi.org/node/879106260nas a2201741 4500008004100000022001400041245015100055210006900206260001600275490000600291520132000297100001601617700002101633700002301654700001801677700002301695700002101718700002001739700001701759700002801776700002001804700002001824700002001844700002401864700002201888700002601910700002501936700002801961700001701989700002202006700002102028700002102049700002102070700002102091700002802112700001902140700002102159700002702180700001602207700001802223700001802241700001702259700001902276700001902295700002102314700001502335700002102350700002102371700002602392700002202418700002502440700002502465700002602490700002302516700002202539700002502561700002202586700001802608700002102626700002202647700002002669700002502689700001602714700002202730700002802752700002002780700002002800700001802820700001902838700002302857700002202880700002202902700002102924700001702945700001702962700001702979700002302996700002003019700002203039700002103061700002303082700002203105700002003127700002403147700002603171700002203197700002003219700001803239700002603257700002403283700002903307700002503336700002203361700002203383700001703405700002003422700001603442700002303458700002203481700002403503700001903527700001703546700002803563700002303591700002603614700001803640700001803658700002003676700001503696700001303711700001803724700001403742700001803756700002303774700002103797700001803818700002203836700001903858700002203877700001903899700002903918700002703947700002003974700001803994700001904012700001504031700002204046700002104068700002404089700002304113700001804136700002904154700002404183700002604207700002004233700001604253700001804269700002404287700001704311700001804328700002204346700002404368700002304392700002004415700002004435710002704455856003604482 2021 eng d a2666-247700aMulti-Ancestry Genome-wide Association Study Accounting for Gene-Psychosocial Factor Interactions Identifies Novel Loci for Blood Pressure Traits.0 aMultiAncestry Genomewide Association Study Accounting for GenePs c2021 Jan 140 v23 aPsychological and social factors are known to influence blood pressure (BP) and risk of hypertension and associated cardiovascular diseases. To identify novel BP loci, we carried out genome-wide association meta-analyses of systolic, diastolic, pulse, and mean arterial BP taking into account the interaction effects of genetic variants with three psychosocial factors: depressive symptoms, anxiety symptoms, and social support. Analyses were performed using a two-stage design in a sample of up to 128,894 adults from 5 ancestry groups. In the combined meta-analyses of Stages 1 and 2, we identified 59 loci (p value <5e-8), including nine novel BP loci. The novel associations were observed mostly with pulse pressure, with fewer observed with mean arterial pressure. Five novel loci were identified in African ancestry, and all but one showed patterns of interaction with at least one psychosocial factor. Functional annotation of the novel loci supports a major role for genes implicated in the immune response (), synaptic function and neurotransmission (), as well as genes previously implicated in neuropsychiatric or stress-related disorders (). These findings underscore the importance of considering psychological and social factors in gene discovery for BP, especially in non-European populations.
1 aSun, Daokun1 aRichard, Melissa1 aMusani, Solomon, K1 aSung, Yun, Ju1 aWinkler, Thomas, W1 aSchwander, Karen1 aChai, Jin, Fang1 aGuo, Xiuqing1 aKilpeläinen, Tuomas, O1 aVojinovic, Dina1 aAschard, Hugues1 aBartz, Traci, M1 aBielak, Lawrence, F1 aBrown, Michael, R1 aChitrala, Kumaraswamy1 aHartwig, Fernando, P1 aHorimoto, Andrea, R V R1 aLiu, Yongmei1 aManning, Alisa, K1 aNoordam, Raymond1 aSmith, Albert, V1 aHarris, Sarah, E1 aKuhnel, Brigitte1 aLyytikäinen, Leo-Pekka1 aNolte, Ilja, M1 aRauramaa, Rainer1 avan der Most, Peter, J1 aWang, Rujia1 aWare, Erin, B1 aWeiss, Stefan1 aWen, Wanqing1 aYanek, Lisa, R1 aArking, Dan, E1 aArnett, Donna, K1 aBarac, Ana1 aBoerwinkle, Eric1 aBroeckel, Ulrich1 aChakravarti, Aravinda1 aChen, Yii-Der Ida1 aCupples, Adrienne, L1 aDavigulus, Martha, L1 aFuentes, Lisa, de Las1 ade Mutsert, Renée1 ade Vries, Paul, S1 aDelaney, Joseph, A C1 aRoux, Ana, V Diez1 aDörr, Marcus1 aFaul, Jessica, D1 aFretts, Amanda, M1 aGallo, Linda, C1 aGrabe, Hans, Jörgen1 aGu, Charles1 aHarris, Tamara, B1 aHartman, Catharina, C A1 aHeikkinen, Sami1 aIkram, Arfan, M1 aIsasi, Carmen1 aJohnson, Craig1 aJonas, Jost, Bruno1 aKaplan, Robert, C1 aKomulainen, Pirjo1 aKrieger, Jose, E1 aLevy, Daniel1 aLiu, Jianjun1 aLohman, Kurt1 aLuik, Annemarie, I1 aMartin, Lisa, W1 aMeitinger, Thomas1 aMilaneschi, Yuri1 aO'Connell, Jeff, R1 aPalmas, Walter, R1 aPeters, Annette1 aPeyser, Patricia, A1 aPulkki-Råback, Laura1 aRaffel, Leslie, J1 aReiner, Alex, P1 aRice, Kenneth1 aRobinson, Jennifer, G1 aRosendaal, Frits, R1 aSchmidt, Carsten, Oliver1 aSchreiner, Pamela, J1 aSchwettmann, Lars1 aShikany, James, M1 aShu, Xiao-Ou1 aSidney, Stephen1 aSims, Mario1 aSmith, Jennifer, A1 aSotoodehnia, Nona1 aStrauch, Konstantin1 aTai, Shyong, E1 aTaylor, Kent1 aUitterlinden, André, G1 aDuijn, Cornelia, M1 aWaldenberger, Melanie1 aWee, Hwee-Lin1 aBin Wei, Wen-1 aWilson, Gregory1 aXuan, Deng1 aYao, Jie1 aZeng, Donglin1 aZhao, Wei1 aZhu, Xiaofeng1 aZonderman, Alan, B1 aBecker, Diane, M1 aDeary, Ian, J1 aGieger, Christian1 aLakka, Timo, A1 aLehtimäki, Terho1 aNorth, Kari, E1 aOldehinkel, Albertine, J1 aPenninx, Brenda, W J H1 aSnieder, Harold1 aWang, Ya-Xing1 aWeir, David, R1 aZheng, Wei1 aEvans, Michele, K1 aGauderman, James1 aGudnason, Vilmundur1 aHorta, Bernardo, L1 aLiu, Ching-Ti1 aMook-Kanamori, Dennis, O1 aMorrison, Alanna, C1 aPereira, Alexandre, C1 aPsaty, Bruce, M1 aAmin, Najaf1 aFox, Ervin, R1 aKooperberg, Charles1 aSim, Xueling1 aBierut, Laura1 aRotter, Jerome, I1 aKardia, Sharon, L R1 aFranceschini, Nora1 aRao, Dabeeru, C1 aFornage, Myriam1 aLifeLines Cohort Study uhttps://chs-nhlbi.org/node/900506233nas a2201609 4500008004100000022001400041245009500055210006900150260001600219520178500235100001702020700002102037700001902058700002102077700002302098700001502121700001802136700002002154700002202174700002002196700002802216700001802244700002202262700002402284700002102308700002002329700002002349700001502369700002502384700001702409700003102426700002002457700002302477700002302500700002102523700001702544700002002561700002102581700002702602700001902629700002402648700002602672700002102698700001802719700001702737700001902754700002802773700002002801700002402821700002202845700002202867700001902889700001402908700002102922700002102943700002502964700002002989700002203009700001803031700002203049700002003071700001903091700002303110700002003133700002803153700001603181700001503197700001703212700001403229700002003243700002303263700001903286700001603305700002003321700001703341700002103358700001903379700001303398700001703411700002203428700002403450700002903474700002003503700001503523700002303538700002403561700002203585700002003607700001803627700001703645700002103662700001903683700002103702700001603723700001503739700002603754700002003780700002403800700002203824700002103846700001703867700001803884700001703902700002203919700002203941700002003963700002603983700002204009700001904031700001504050700002004065700002204085700002404107700002404131700002604155700002004181700002004201700002304221700001804244700002104262700002204283700002104305700001804326700002404344700001804368700001904386700001604405700001904421700001804440700002004458700002704478700002104505700002004526700001904546700002204565856003604587 2021 eng d a1476-557800aMulti-ancestry genome-wide gene-sleep interactions identify novel loci for blood pressure.0 aMultiancestry genomewide genesleep interactions identify novel l c2021 Apr 153 aLong and short sleep duration are associated with elevated blood pressure (BP), possibly through effects on molecular pathways that influence neuroendocrine and vascular systems. To gain new insights into the genetic basis of sleep-related BP variation, we performed genome-wide gene by short or long sleep duration interaction analyses on four BP traits (systolic BP, diastolic BP, mean arterial pressure, and pulse pressure) across five ancestry groups in two stages using 2 degree of freedom (df) joint test followed by 1df test of interaction effects. Primary multi-ancestry analysis in 62,969 individuals in stage 1 identified three novel gene by sleep interactions that were replicated in an additional 59,296 individuals in stage 2 (stage 1 + 2 P < 5 × 10), including rs7955964 (FIGNL2/ANKRD33) that increases BP among long sleepers, and rs73493041 (SNORA26/C9orf170) and rs10406644 (KCTD15/LSM14A) that increase BP among short sleepers (P < 5 × 10). Secondary ancestry-specific analysis identified another novel gene by long sleep interaction at rs111887471 (TRPC3/KIAA1109) in individuals of African ancestry (P = 2 × 10). Combined stage 1 and 2 analyses additionally identified significant gene by long sleep interactions at 10 loci including MKLN1 and RGL3/ELAVL3 previously associated with BP, and significant gene by short sleep interactions at 10 loci including C2orf43 previously associated with BP (P < 10). 2df test also identified novel loci for BP after modeling sleep that has known functions in sleep-wake regulation, nervous and cardiometabolic systems. This study indicates that sleep and primary mechanisms regulating BP may interact to elevate BP level, suggesting novel insights into sleep-related BP regulation.
1 aWang, Heming1 aNoordam, Raymond1 aCade, Brian, E1 aSchwander, Karen1 aWinkler, Thomas, W1 aLee, Jiwon1 aSung, Yun, Ju1 aBentley, Amy, R1 aManning, Alisa, K1 aAschard, Hugues1 aKilpeläinen, Tuomas, O1 aIlkov, Marjan1 aBrown, Michael, R1 aHorimoto, Andrea, R1 aRichard, Melissa1 aBartz, Traci, M1 aVojinovic, Dina1 aLim, Elise1 aNierenberg, Jovia, L1 aLiu, Yongmei1 aChitrala, Kumaraswamynaidu1 aRankinen, Tuomo1 aMusani, Solomon, K1 aFranceschini, Nora1 aRauramaa, Rainer1 aAlver, Maris1 aZee, Phyllis, C1 aHarris, Sarah, E1 avan der Most, Peter, J1 aNolte, Ilja, M1 aMunroe, Patricia, B1 aPalmer, Nicholette, D1 aKuhnel, Brigitte1 aWeiss, Stefan1 aWen, Wanqing1 aHall, Kelly, A1 aLyytikäinen, Leo-Pekka1 aO'Connell, Jeff1 aEiriksdottir, Gudny1 aLauner, Lenore, J1 ade Vries, Paul, S1 aArking, Dan, E1 aChen, Han1 aBoerwinkle, Eric1 aKrieger, Jose, E1 aSchreiner, Pamela, J1 aSidney, Stephen1 aShikany, James, M1 aRice, Kenneth1 aChen, Yii-Der Ida1 aGharib, Sina, A1 aBis, Joshua, C1 aLuik, Annemarie, I1 aIkram, Arfan, M1 aUitterlinden, André, G1 aAmin, Najaf1 aXu, Hanfei1 aLevy, Daniel1 aHe, Jiang1 aLohman, Kurt, K1 aZonderman, Alan, B1 aRice, Treva, K1 aSims, Mario1 aWilson, Gregory1 aSofer, Tamar1 aRich, Stephen, S1 aPalmas, Walter1 aYao, Jie1 aGuo, Xiuqing1 aRotter, Jerome, I1 aBiermasz, Nienke, R1 aMook-Kanamori, Dennis, O1 aMartin, Lisa, W1 aBarac, Ana1 aWallace, Robert, B1 aGottlieb, Daniel, J1 aKomulainen, Pirjo1 aHeikkinen, Sami1 aMägi, Reedik1 aMilani, Lili1 aMetspalu, Andres1 aStarr, John, M1 aMilaneschi, Yuri1 aWaken, R, J1 aGao, Chuan1 aWaldenberger, Melanie1 aPeters, Annette1 aStrauch, Konstantin1 aMeitinger, Thomas1 aRoenneberg, Till1 aVölker, Uwe1 aDörr, Marcus1 aShu, Xiao-Ou1 aMukherjee, Sutapa1 aHillman, David, R1 aKähönen, Mika1 aWagenknecht, Lynne, E1 aGieger, Christian1 aGrabe, Hans, J1 aZheng, Wei1 aPalmer, Lyle, J1 aLehtimäki, Terho1 aGudnason, Vilmundur1 aMorrison, Alanna, C1 aPereira, Alexandre, C1 aFornage, Myriam1 aPsaty, Bruce, M1 aDuijn, Cornelia, M1 aLiu, Ching-Ti1 aKelly, Tanika, N1 aEvans, Michele, K1 aBouchard, Claude1 aFox, Ervin, R1 aKooperberg, Charles1 aZhu, Xiaofeng1 aLakka, Timo, A1 aEsko, Tõnu1 aNorth, Kari, E1 aDeary, Ian, J1 aSnieder, Harold1 aPenninx, Brenda, W J H1 aGauderman, James1 aRao, Dabeeru, C1 aRedline, Susan1 avan Heemst, Diana uhttps://chs-nhlbi.org/node/871408759nas a2202509 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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/953507212nas a2201753 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2023 eng d00aWhole genome analysis of plasma fibrinogen reveals population-differentiated genetic regulators with putative liver roles.0 aWhole genome analysis of plasma fibrinogen reveals populationdif c2023 Jun 123 aUNLABELLED: Genetic studies have identified numerous regions associated with plasma fibrinogen levels in Europeans, yet missing heritability and limited inclusion of non-Europeans necessitates further studies with improved power and sensitivity. Compared with array-based genotyping, whole genome sequencing (WGS) data provides better coverage of the genome and better representation of non-European variants. To better understand the genetic landscape regulating plasma fibrinogen levels, we meta-analyzed WGS data from the NHLBI's Trans-Omics for Precision Medicine (TOPMed) program (n=32,572), with array-based genotype data from the Cohorts for Heart and Aging Research in Genomic Epidemiology (CHARGE) Consortium (n=131,340) imputed to the TOPMed or Haplotype Reference Consortium panel. We identified 18 loci that have not been identified in prior genetic studies of fibrinogen. Of these, four are driven by common variants of small effect with reported MAF at least 10% higher in African populations. Three ( , and signals contain predicted deleterious missense variants. Two loci, and , each harbor two conditionally distinct, non-coding variants. The gene region encoding the protein chain subunits ( ), contains 7 distinct signals, including one novel signal driven by rs28577061, a variant common (MAF=0.180) in African reference panels but extremely rare (MAF=0.008) in Europeans. Through phenome-wide association studies in the VA Million Veteran Program, we found associations between fibrinogen polygenic risk scores and thrombotic and inflammatory disease phenotypes, including an association with gout. Our findings demonstrate the utility of WGS to augment genetic discovery in diverse populations and offer new insights for putative mechanisms of fibrinogen regulation.
KEY POINTS: Largest and most diverse genetic study of plasma fibrinogen identifies 54 regions (18 novel), housing 69 conditionally distinct variants (20 novel).Sufficient power achieved to identify signal driven by African population variant.Links to (1) liver enzyme, blood cell and lipid genetic signals, (2) liver regulatory elements, and (3) thrombotic and inflammatory disease.
1 aHuffman, Jennifer, E1 aNicolas, Jayna1 aHahn, Julie1 aHeath, Adam, S1 aRaffield, Laura, M1 aYanek, Lisa, R1 aBrody, Jennifer, A1 aThibord, Florian1 aAlmasy, Laura1 aBartz, Traci, M1 aBielak, Lawrence, F1 aBowler, Russell, P1 aCarrasquilla, Germán, D1 aChasman, Daniel, I1 aChen, Ming-Huei1 aEmmert, David, B1 aGhanbari, Mohsen1 aHaessle, Jeffery1 aHottenga, Jouke-Jan1 aKleber, Marcus, E1 aLe, Ngoc-Quynh1 aLee, Jiwon1 aLewis, Joshua, P1 aLi-Gao, Ruifang1 aLuan, Jian'an1 aMalmberg, Anni1 aMangino, Massimo1 aMarioni, Riccardo, E1 aMartinez-Perez, Angel1 aPankratz, Nathan1 aPolasek, Ozren1 aRichmond, Anne1 aRodriguez, Benjamin, At1 aRotter, Jerome, I1 aSteri, Maristella1 aSuchon, Pierre1 aTrompet, Stella1 aWeiss, Stefan1 aZare, Marjan1 aAuer, Paul1 aCho, Michael, H1 aChristofidou, Paraskevi1 aDavies, Gail1 ade Geus, Eco1 aDeleuze, Jean-Francois1 aDelgado, Graciela, E1 aEkunwe, Lynette1 aFaraday, Nauder1 aGögele, Martin1 aGreinacher, Andreas1 aHe, Gao1 aHoward, Tom1 aJoshi, Peter, K1 aKilpeläinen, Tuomas, O1 aLahti, Jari1 aLinneberg, Allan1 aNaitza, Silvia1 aNoordam, Raymond1 aPaüls-Vergés, Ferran1 aRich, Stephen, S1 aRosendaal, Frits, R1 aRudan, Igor1 aRyan, Kathleen, A1 aSouto, Juan, Carlos1 avan Rooij, Frank, Ja1 aWang, Heming1 aZhao, Wei1 aBecker, Lewis, C1 aBeswick, Andrew1 aBrown, Michael, R1 aCade, Brian, E1 aCampbell, Harry1 aCho, Kelly1 aCrapo, James, D1 aCurran, Joanne, E1 ade Maat, Moniek, Pm1 aDoyle, Margaret1 aElliott, Paul1 aFloyd, James, S1 aFuchsberger, Christian1 aGrarup, Niels1 aGuo, Xiuqing1 aHarris, Sarah, E1 aHou, Lifang1 aKolcic, Ivana1 aKooperberg, Charles1 aMenni, Cristina1 aNauck, Matthias1 aO'Connell, Jeffrey, R1 aOrrù, Valeria1 aPsaty, Bruce, M1 aRäikkönen, Katri1 aSmith, Jennifer, A1 aSoria, José, Manuel1 aStott, David, J1 aVlieg, Astrid, van Hylcka1 aWatkins, Hugh1 aWillemsen, Gonneke1 aWilson, Peter1 aBen-Shlomo, Yoav1 aBlangero, John1 aBoomsma, Dorret1 aCox, Simon, R1 aDehghan, Abbas1 aEriksson, Johan, G1 aFiorillo, Edoardo1 aFornage, Myriam1 aHansen, Torben1 aHayward, Caroline1 aIkram, Arfan, M1 aJukema, Wouter1 aKardia, Sharon, Lr1 aLange, Leslie, A1 aMärz, Winfried1 aMathias, Rasika, A1 aMitchell, Braxton, D1 aMook-Kanamori, Dennis, O1 aMorange, Pierre-Emmanuel1 aPedersen, Oluf1 aPramstaller, Peter, P1 aRedline, Susan1 aReiner, Alexander1 aRidker, Paul, M1 aSilverman, Edwin, K1 aSpector, Tim, D1 aVölker, Uwe1 aWareham, Nick1 aWilson, James, F1 aYao, Jie1 aTrégouët, David-Alexandre1 aJohnson, Andrew, D1 aWolberg, Alisa, S1 ade Vries, Paul, S1 aSabater-Lleal, Maria1 aMorrison, Alanna, C1 aSmith, Nicholas, L1 aVA Million Veteran Program1 aNHLBI Trans-Omics for Precision Medicine (TOPMed) Consortium uhttps://chs-nhlbi.org/node/9449