TY - JOUR T1 - Sex-stratified genome-wide association studies including 270,000 individuals show sexual dimorphism in genetic loci for anthropometric traits. JF - PLoS Genet Y1 - 2013 A1 - Randall, Joshua C A1 - Winkler, Thomas W A1 - Kutalik, Zoltán A1 - Berndt, Sonja I A1 - Jackson, Anne U A1 - Monda, Keri L A1 - Kilpeläinen, Tuomas O A1 - Esko, Tõnu A1 - Mägi, Reedik A1 - Li, Shengxu A1 - Workalemahu, Tsegaselassie A1 - Feitosa, Mary F A1 - Croteau-Chonka, Damien C A1 - Day, Felix R A1 - Fall, Tove A1 - Ferreira, Teresa A1 - Gustafsson, Stefan A1 - Locke, Adam E A1 - Mathieson, Iain A1 - Scherag, Andre A1 - Vedantam, Sailaja A1 - Wood, Andrew R A1 - Liang, Liming A1 - Steinthorsdottir, Valgerdur A1 - Thorleifsson, Gudmar A1 - Dermitzakis, Emmanouil T A1 - Dimas, Antigone S A1 - Karpe, Fredrik A1 - Min, Josine L A1 - Nicholson, George A1 - Clegg, Deborah J A1 - Person, Thomas A1 - Krohn, Jon P A1 - Bauer, Sabrina A1 - Buechler, Christa A1 - Eisinger, Kristina A1 - Bonnefond, Amélie A1 - Froguel, Philippe A1 - Hottenga, Jouke-Jan A1 - Prokopenko, Inga A1 - Waite, Lindsay L A1 - Harris, Tamara B A1 - Smith, Albert Vernon A1 - Shuldiner, Alan R A1 - McArdle, Wendy L A1 - Caulfield, Mark J A1 - Munroe, Patricia B A1 - Grönberg, Henrik A1 - Chen, Yii-Der Ida A1 - Li, Guo A1 - Beckmann, Jacques S A1 - Johnson, Toby A1 - Thorsteinsdottir, Unnur A1 - Teder-Laving, Maris A1 - Khaw, Kay-Tee A1 - Wareham, Nicholas J A1 - Zhao, Jing Hua A1 - Amin, Najaf A1 - Oostra, Ben A A1 - Kraja, Aldi T A1 - Province, Michael A A1 - Cupples, L Adrienne A1 - Heard-Costa, Nancy L A1 - Kaprio, Jaakko A1 - Ripatti, Samuli A1 - Surakka, Ida A1 - Collins, Francis S A1 - Saramies, Jouko A1 - Tuomilehto, Jaakko A1 - Jula, Antti A1 - Salomaa, Veikko A1 - Erdmann, Jeanette A1 - Hengstenberg, Christian A1 - Loley, Christina A1 - Schunkert, Heribert A1 - Lamina, Claudia A1 - Wichmann, H Erich A1 - Albrecht, Eva A1 - Gieger, Christian A1 - Hicks, Andrew A A1 - Johansson, Asa A1 - Pramstaller, Peter P A1 - Kathiresan, Sekar A1 - Speliotes, Elizabeth K A1 - Penninx, Brenda A1 - Hartikainen, Anna-Liisa A1 - Jarvelin, Marjo-Riitta A1 - Gyllensten, Ulf A1 - Boomsma, Dorret I A1 - Campbell, Harry A1 - Wilson, James F A1 - Chanock, Stephen J A1 - Farrall, Martin A1 - Goel, Anuj A1 - Medina-Gómez, Carolina A1 - Rivadeneira, Fernando A1 - Estrada, Karol A1 - Uitterlinden, André G A1 - Hofman, Albert A1 - Zillikens, M Carola A1 - den Heijer, Martin A1 - Kiemeney, Lambertus A A1 - Maschio, Andrea A1 - Hall, Per A1 - Tyrer, Jonathan A1 - Teumer, Alexander A1 - Völzke, Henry A1 - Kovacs, Peter A1 - Tönjes, Anke A1 - Mangino, Massimo A1 - Spector, Tim D A1 - Hayward, Caroline A1 - Rudan, Igor A1 - Hall, Alistair S A1 - Samani, Nilesh J A1 - Attwood, Antony Paul A1 - Sambrook, Jennifer G A1 - Hung, Joseph A1 - Palmer, Lyle J A1 - Lokki, Marja-Liisa A1 - Sinisalo, Juha A1 - Boucher, Gabrielle A1 - Huikuri, Heikki A1 - Lorentzon, Mattias A1 - Ohlsson, Claes A1 - Eklund, Niina A1 - Eriksson, Johan G A1 - Barlassina, Cristina A1 - Rivolta, Carlo A1 - Nolte, Ilja M A1 - Snieder, Harold A1 - van der Klauw, Melanie M A1 - van Vliet-Ostaptchouk, Jana V A1 - Gejman, Pablo V A1 - Shi, Jianxin A1 - Jacobs, Kevin B A1 - Wang, Zhaoming A1 - Bakker, Stephan J L A1 - Mateo Leach, Irene A1 - Navis, Gerjan A1 - van der Harst, Pim A1 - Martin, Nicholas G A1 - Medland, Sarah E A1 - Montgomery, Grant W A1 - Yang, Jian A1 - Chasman, Daniel I A1 - Ridker, Paul M A1 - Rose, Lynda M A1 - Lehtimäki, Terho A1 - Raitakari, Olli A1 - Absher, Devin A1 - Iribarren, Carlos A1 - Basart, Hanneke A1 - Hovingh, Kees G A1 - Hyppönen, Elina A1 - Power, Chris A1 - Anderson, Denise A1 - Beilby, John P A1 - Hui, Jennie A1 - Jolley, Jennifer A1 - Sager, Hendrik A1 - Bornstein, Stefan R A1 - Schwarz, Peter E H A1 - Kristiansson, Kati A1 - Perola, Markus A1 - Lindström, Jaana A1 - Swift, Amy J A1 - Uusitupa, Matti A1 - Atalay, Mustafa A1 - Lakka, Timo A A1 - Rauramaa, Rainer A1 - Bolton, Jennifer L A1 - Fowkes, Gerry A1 - Fraser, Ross M A1 - Price, Jackie F A1 - Fischer, Krista A1 - Krjutå Kov, Kaarel A1 - Metspalu, Andres A1 - Mihailov, Evelin A1 - Langenberg, Claudia A1 - Luan, Jian'an A1 - Ong, Ken K A1 - Chines, Peter S A1 - Keinanen-Kiukaanniemi, Sirkka M A1 - Saaristo, Timo E A1 - Edkins, Sarah A1 - Franks, Paul W A1 - Hallmans, Göran A1 - Shungin, Dmitry A1 - Morris, Andrew David A1 - Palmer, Colin N A A1 - Erbel, Raimund A1 - Moebus, Susanne A1 - Nöthen, Markus M A1 - Pechlivanis, Sonali A1 - Hveem, Kristian A1 - Narisu, Narisu A1 - Hamsten, Anders A1 - Humphries, Steve E A1 - Strawbridge, Rona J A1 - Tremoli, Elena A1 - Grallert, Harald A1 - Thorand, Barbara A1 - Illig, Thomas A1 - Koenig, Wolfgang A1 - Müller-Nurasyid, Martina A1 - Peters, Annette A1 - Boehm, Bernhard O A1 - Kleber, Marcus E A1 - März, Winfried A1 - Winkelmann, Bernhard R A1 - Kuusisto, Johanna A1 - Laakso, Markku A1 - Arveiler, Dominique A1 - Cesana, Giancarlo A1 - Kuulasmaa, Kari A1 - Virtamo, Jarmo A1 - Yarnell, John W G A1 - Kuh, Diana A1 - Wong, Andrew A1 - Lind, Lars A1 - de Faire, Ulf A1 - Gigante, Bruna A1 - Magnusson, Patrik K E A1 - Pedersen, Nancy L A1 - Dedoussis, George A1 - Dimitriou, Maria A1 - Kolovou, Genovefa A1 - Kanoni, Stavroula A1 - Stirrups, Kathleen A1 - Bonnycastle, Lori L A1 - Njølstad, Inger A1 - Wilsgaard, Tom A1 - Ganna, Andrea A1 - Rehnberg, Emil A1 - Hingorani, Aroon A1 - Kivimaki, Mika A1 - Kumari, Meena A1 - Assimes, Themistocles L A1 - Barroso, Inês A1 - Boehnke, Michael A1 - Borecki, Ingrid B A1 - Deloukas, Panos A1 - Fox, Caroline S A1 - Frayling, Timothy A1 - Groop, Leif C A1 - Haritunians, Talin A1 - Hunter, David A1 - Ingelsson, Erik A1 - Kaplan, Robert A1 - Mohlke, Karen L A1 - O'Connell, Jeffrey R A1 - Schlessinger, David A1 - Strachan, David P A1 - Stefansson, Kari A1 - van Duijn, Cornelia M A1 - Abecasis, Goncalo R A1 - McCarthy, Mark I A1 - Hirschhorn, Joel N A1 - Qi, Lu A1 - Loos, Ruth J F A1 - Lindgren, Cecilia M A1 - North, Kari E A1 - Heid, Iris M KW - Anthropometry KW - Body Height KW - Body Mass Index KW - Body Weight KW - Body Weights and Measures KW - Female KW - Genetic Loci KW - Genome, Human KW - Genome-Wide Association Study KW - Humans KW - Male KW - Polymorphism, Single Nucleotide KW - Sex Characteristics KW - Waist Circumference KW - Waist-Hip Ratio AB -
Given 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.
VL - 9 IS - 6 U1 - http://www.ncbi.nlm.nih.gov/pubmed/23754948?dopt=Abstract ER - TY - JOUR T1 - Genetic loci associated with heart rate variability and their effects on cardiac disease risk. JF - Nat Commun Y1 - 2017 A1 - Nolte, Ilja M A1 - Munoz, M Loretto A1 - Tragante, Vinicius A1 - Amare, Azmeraw T A1 - Jansen, Rick A1 - Vaez, Ahmad A1 - von der Heyde, Benedikt A1 - Avery, Christy L A1 - Bis, Joshua C A1 - Dierckx, Bram A1 - van Dongen, Jenny A1 - Gogarten, Stephanie M A1 - Goyette, Philippe A1 - Hernesniemi, Jussi A1 - Huikari, Ville A1 - Hwang, Shih-Jen A1 - Jaju, Deepali A1 - Kerr, Kathleen F A1 - Kluttig, Alexander A1 - Krijthe, Bouwe P A1 - Kumar, Jitender A1 - van der Laan, Sander W A1 - Lyytikäinen, Leo-Pekka A1 - Maihofer, Adam X A1 - Minassian, Arpi A1 - van der Most, Peter J A1 - Müller-Nurasyid, Martina A1 - Nivard, Michel A1 - Salvi, Erika A1 - Stewart, James D A1 - Thayer, Julian F A1 - Verweij, Niek A1 - Wong, Andrew A1 - Zabaneh, Delilah A1 - Zafarmand, Mohammad H A1 - Abdellaoui, Abdel A1 - Albarwani, Sulayma A1 - Albert, Christine A1 - Alonso, Alvaro A1 - Ashar, Foram A1 - Auvinen, Juha A1 - Axelsson, Tomas A1 - Baker, Dewleen G A1 - de Bakker, Paul I W A1 - Barcella, Matteo A1 - Bayoumi, Riad A1 - Bieringa, Rob J A1 - Boomsma, Dorret A1 - Boucher, Gabrielle A1 - Britton, Annie R A1 - Christophersen, Ingrid A1 - Dietrich, Andrea A1 - Ehret, George B A1 - Ellinor, Patrick T A1 - Eskola, Markku A1 - Felix, Janine F A1 - Floras, John S A1 - Franco, Oscar H A1 - Friberg, Peter A1 - Gademan, Maaike G J A1 - Geyer, Mark A A1 - Giedraitis, Vilmantas A1 - Hartman, Catharina A A1 - Hemerich, Daiane A1 - Hofman, Albert A1 - Hottenga, Jouke-Jan A1 - Huikuri, Heikki A1 - Hutri-Kähönen, Nina A1 - Jouven, Xavier A1 - Junttila, Juhani A1 - Juonala, Markus A1 - Kiviniemi, Antti M A1 - Kors, Jan A A1 - Kumari, Meena A1 - Kuznetsova, Tatiana A1 - Laurie, Cathy C A1 - Lefrandt, Joop D A1 - Li, Yong A1 - Li, Yun A1 - Liao, Duanping A1 - Limacher, Marian C A1 - Lin, Henry J A1 - Lindgren, Cecilia M A1 - Lubitz, Steven A A1 - Mahajan, Anubha A1 - McKnight, Barbara A1 - Zu Schwabedissen, Henriette Meyer A1 - Milaneschi, Yuri A1 - Mononen, Nina A1 - Morris, Andrew P A1 - Nalls, Mike A A1 - Navis, Gerjan A1 - Neijts, Melanie A1 - Nikus, Kjell A1 - North, Kari E A1 - O'Connor, Daniel T A1 - Ormel, Johan A1 - Perz, Siegfried A1 - Peters, Annette A1 - Psaty, Bruce M A1 - Raitakari, Olli T A1 - Risbrough, Victoria B A1 - Sinner, Moritz F A1 - Siscovick, David A1 - Smit, Johannes H A1 - Smith, Nicholas L A1 - Soliman, Elsayed Z A1 - Sotoodehnia, Nona A1 - Staessen, Jan A A1 - Stein, Phyllis K A1 - Stilp, Adrienne M A1 - Stolarz-Skrzypek, Katarzyna A1 - Strauch, Konstantin A1 - Sundström, Johan A1 - Swenne, Cees A A1 - Syvänen, Ann-Christine A1 - Tardif, Jean-Claude A1 - Taylor, Kent D A1 - Teumer, Alexander A1 - Thornton, Timothy A A1 - Tinker, Lesley E A1 - Uitterlinden, André G A1 - van Setten, Jessica A1 - Voss, Andreas A1 - Waldenberger, Melanie A1 - Wilhelmsen, Kirk C A1 - Willemsen, Gonneke A1 - Wong, Quenna A1 - Zhang, Zhu-Ming A1 - Zonderman, Alan B A1 - Cusi, Daniele A1 - Evans, Michele K A1 - Greiser, Halina K A1 - van der Harst, Pim A1 - Hassan, Mohammad A1 - Ingelsson, Erik A1 - Jarvelin, Marjo-Riitta A1 - Kääb, Stefan A1 - Kähönen, Mika A1 - Kivimaki, Mika A1 - Kooperberg, Charles A1 - Kuh, Diana A1 - Lehtimäki, Terho A1 - Lind, Lars A1 - Nievergelt, Caroline M A1 - O'Donnell, Chris J A1 - Oldehinkel, Albertine J A1 - Penninx, Brenda A1 - Reiner, Alexander P A1 - Riese, Harriëtte A1 - van Roon, Arie M A1 - Rioux, John D A1 - Rotter, Jerome I A1 - Sofer, Tamar A1 - Stricker, Bruno H A1 - Tiemeier, Henning A1 - Vrijkotte, Tanja G M A1 - Asselbergs, Folkert W A1 - Brundel, Bianca J J M A1 - Heckbert, Susan R A1 - Whitsel, Eric A A1 - den Hoed, Marcel A1 - Snieder, Harold A1 - de Geus, Eco J C AB -Reduced cardiac vagal control reflected in low heart rate variability (HRV) is associated with greater risks for cardiac morbidity and mortality. In two-stage meta-analyses of genome-wide association studies for three HRV traits in up to 53,174 individuals of European ancestry, we detect 17 genome-wide significant SNPs in eight loci. HRV SNPs tag non-synonymous SNPs (in NDUFA11 and KIAA1755), expression quantitative trait loci (eQTLs) (influencing GNG11, RGS6 and NEO1), or are located in genes preferentially expressed in the sinoatrial node (GNG11, RGS6 and HCN4). Genetic risk scores account for 0.9 to 2.6% of the HRV variance. Significant genetic correlation is found for HRV with heart rate (-0.74 Aims: Sudden cardiac arrest (SCA) accounts for 10% of adult mortality in Western populations. We aim to identify potential loci associated with SCA and to identify risk factors causally associated with SCA. Methods and results: We carried out a large genome-wide association study (GWAS) for SCA (n = 3939 cases, 25 989 non-cases) to examine common variation genome-wide and in candidate arrhythmia genes. We also exploited Mendelian randomization (MR) methods using cross-trait multi-variant genetic risk score associations (GRSA) to assess causal relationships of 18 risk factors with SCA. No variants were associated with SCA at genome-wide significance, nor were common variants in candidate arrhythmia genes associated with SCA at nominal significance. Using cross-trait GRSA, we established genetic correlation between SCA and (i) coronary artery disease (CAD) and traditional CAD risk factors (blood pressure, lipids, and diabetes), (ii) height and BMI, and (iii) electrical instability traits (QT and atrial fibrillation), suggesting aetiologic roles for these traits in SCA risk. Conclusions: Our findings show that a comprehensive approach to the genetic architecture of SCA can shed light on the determinants of a complex life-threatening condition with multiple influencing factors in the general population. The results of this genetic analysis, both positive and negative findings, have implications for evaluating the genetic architecture of patients with a family history of SCA, and for efforts to prevent SCA in high-risk populations and the general community. In many species, the offspring of related parents suffer reduced reproductive success, a phenomenon known as inbreeding depression. In humans, the importance of this effect has remained unclear, partly because reproduction between close relatives is both rare and frequently associated with confounding social factors. Here, using genomic inbreeding coefficients (F) for >1.4 million individuals, we show that F is significantly associated (p < 0.0005) with apparently deleterious changes in 32 out of 100 traits analysed. These changes are associated with runs of homozygosity (ROH), but not with common variant homozygosity, suggesting that genetic variants associated with inbreeding depression are predominantly rare. The effect on fertility is striking: F equivalent to the offspring of first cousins is associated with a 55% decrease [95% CI 44-66%] in the odds of having children. Finally, the effects of F are confirmed within full-sibling pairs, where the variation in F is independent of all environmental confounding.