TY - JOUR T1 - Identification of heart rate-associated loci and their effects on cardiac conduction and rhythm disorders. JF - Nat Genet Y1 - 2013 A1 - den Hoed, Marcel A1 - Eijgelsheim, Mark A1 - Esko, Tõnu A1 - Brundel, Bianca J J M A1 - Peal, David S A1 - Evans, David M A1 - Nolte, Ilja M A1 - Segrè, Ayellet V A1 - Holm, Hilma A1 - Handsaker, Robert E A1 - Westra, Harm-Jan A1 - Johnson, Toby A1 - Isaacs, Aaron A1 - Yang, Jian A1 - Lundby, Alicia A1 - Zhao, Jing Hua A1 - Kim, Young Jin A1 - Go, Min Jin A1 - Almgren, Peter A1 - Bochud, Murielle A1 - Boucher, Gabrielle A1 - Cornelis, Marilyn C A1 - Gudbjartsson, Daniel A1 - Hadley, David A1 - van der Harst, Pim A1 - Hayward, Caroline A1 - den Heijer, Martin A1 - Igl, Wilmar A1 - Jackson, Anne U A1 - Kutalik, Zoltán A1 - Luan, Jian'an A1 - Kemp, John P A1 - Kristiansson, Kati A1 - Ladenvall, Claes A1 - Lorentzon, Mattias A1 - Montasser, May E A1 - Njajou, Omer T A1 - O'Reilly, Paul F A1 - Padmanabhan, Sandosh A1 - St Pourcain, Beate A1 - Rankinen, Tuomo A1 - Salo, Perttu A1 - Tanaka, Toshiko A1 - Timpson, Nicholas J A1 - Vitart, Veronique A1 - Waite, Lindsay A1 - Wheeler, William A1 - Zhang, Weihua A1 - Draisma, Harmen H M A1 - Feitosa, Mary F A1 - Kerr, Kathleen F A1 - Lind, Penelope A A1 - Mihailov, Evelin A1 - Onland-Moret, N Charlotte A1 - Song, Ci A1 - Weedon, Michael N A1 - Xie, Weijia A1 - Yengo, Loic A1 - Absher, Devin A1 - Albert, Christine M A1 - Alonso, Alvaro A1 - Arking, Dan E A1 - de Bakker, Paul I W A1 - Balkau, Beverley A1 - Barlassina, Cristina A1 - Benaglio, Paola A1 - Bis, Joshua C A1 - Bouatia-Naji, Nabila A1 - Brage, Søren A1 - Chanock, Stephen J A1 - Chines, Peter S A1 - Chung, Mina A1 - Darbar, Dawood A1 - Dina, Christian A1 - Dörr, Marcus A1 - Elliott, Paul A1 - Felix, Stephan B A1 - Fischer, Krista A1 - Fuchsberger, Christian A1 - de Geus, Eco J C A1 - Goyette, Philippe A1 - Gudnason, Vilmundur A1 - Harris, Tamara B A1 - Hartikainen, Anna-Liisa A1 - Havulinna, Aki S A1 - Heckbert, Susan R A1 - Hicks, Andrew A A1 - Hofman, Albert A1 - Holewijn, Suzanne A1 - Hoogstra-Berends, Femke A1 - Hottenga, Jouke-Jan A1 - Jensen, Majken K A1 - Johansson, Asa A1 - Junttila, Juhani A1 - Kääb, Stefan A1 - Kanon, Bart A1 - Ketkar, Shamika A1 - Khaw, Kay-Tee A1 - Knowles, Joshua W A1 - Kooner, Angrad S A1 - Kors, Jan A A1 - Kumari, Meena A1 - Milani, Lili A1 - Laiho, Päivi A1 - Lakatta, Edward G A1 - Langenberg, Claudia A1 - Leusink, Maarten A1 - Liu, Yongmei A1 - Luben, Robert N A1 - Lunetta, Kathryn L A1 - Lynch, Stacey N A1 - Markus, Marcello R P A1 - Marques-Vidal, Pedro A1 - Mateo Leach, Irene A1 - McArdle, Wendy L A1 - McCarroll, Steven A A1 - Medland, Sarah E A1 - Miller, Kathryn A A1 - Montgomery, Grant W A1 - Morrison, Alanna C A1 - Müller-Nurasyid, Martina A1 - Navarro, Pau A1 - Nelis, Mari A1 - O'Connell, Jeffrey R A1 - O'Donnell, Christopher J A1 - Ong, Ken K A1 - Newman, Anne B A1 - Peters, Annette A1 - Polasek, Ozren A1 - Pouta, Anneli A1 - Pramstaller, Peter P A1 - Psaty, Bruce M A1 - Rao, Dabeeru C A1 - Ring, Susan M A1 - Rossin, Elizabeth J A1 - Rudan, Diana A1 - Sanna, Serena A1 - Scott, Robert A A1 - Sehmi, Jaban S A1 - Sharp, Stephen A1 - Shin, Jordan T A1 - Singleton, Andrew B A1 - Smith, Albert V A1 - Soranzo, Nicole A1 - Spector, Tim D A1 - Stewart, Chip A1 - Stringham, Heather M A1 - Tarasov, Kirill V A1 - Uitterlinden, André G A1 - Vandenput, Liesbeth A1 - Hwang, Shih-Jen A1 - Whitfield, John B A1 - Wijmenga, Cisca A1 - Wild, Sarah H A1 - Willemsen, Gonneke A1 - Wilson, James F A1 - Witteman, Jacqueline C M A1 - Wong, Andrew A1 - Wong, Quenna A1 - Jamshidi, Yalda A1 - Zitting, Paavo A1 - Boer, Jolanda M A A1 - Boomsma, Dorret I A1 - Borecki, Ingrid B A1 - van Duijn, Cornelia M A1 - Ekelund, Ulf A1 - Forouhi, Nita G A1 - Froguel, Philippe A1 - Hingorani, Aroon A1 - Ingelsson, Erik A1 - Kivimaki, Mika A1 - Kronmal, Richard A A1 - Kuh, Diana A1 - Lind, Lars A1 - Martin, Nicholas G A1 - Oostra, Ben A A1 - Pedersen, Nancy L A1 - Quertermous, Thomas A1 - Rotter, Jerome I A1 - van der Schouw, Yvonne T A1 - Verschuren, W M Monique A1 - Walker, Mark A1 - Albanes, Demetrius A1 - Arnar, David O A1 - Assimes, Themistocles L A1 - Bandinelli, Stefania A1 - Boehnke, Michael A1 - de Boer, Rudolf A A1 - Bouchard, Claude A1 - Caulfield, W L Mark A1 - Chambers, John C A1 - Curhan, Gary A1 - Cusi, Daniele A1 - Eriksson, Johan A1 - Ferrucci, Luigi A1 - van Gilst, Wiek H A1 - Glorioso, Nicola A1 - de Graaf, Jacqueline A1 - Groop, Leif A1 - Gyllensten, Ulf A1 - Hsueh, Wen-Chi A1 - Hu, Frank B A1 - Huikuri, Heikki V A1 - Hunter, David J A1 - Iribarren, Carlos A1 - Isomaa, Bo A1 - Jarvelin, Marjo-Riitta A1 - Jula, Antti A1 - Kähönen, Mika A1 - Kiemeney, Lambertus A A1 - van der Klauw, Melanie M A1 - Kooner, Jaspal S A1 - Kraft, Peter A1 - Iacoviello, Licia A1 - Lehtimäki, Terho A1 - Lokki, Marja-Liisa L A1 - Mitchell, Braxton D A1 - Navis, Gerjan A1 - Nieminen, Markku S A1 - Ohlsson, Claes A1 - Poulter, Neil R A1 - Qi, Lu A1 - Raitakari, Olli T A1 - Rimm, Eric B A1 - Rioux, John D A1 - Rizzi, Federica A1 - Rudan, Igor A1 - Salomaa, Veikko A1 - Sever, Peter S A1 - Shields, Denis C A1 - Shuldiner, Alan R A1 - Sinisalo, Juha A1 - Stanton, Alice V A1 - Stolk, Ronald P A1 - Strachan, David P A1 - Tardif, Jean-Claude A1 - Thorsteinsdottir, Unnur A1 - Tuomilehto, Jaako A1 - van Veldhuisen, Dirk J A1 - Virtamo, Jarmo A1 - Viikari, Jorma A1 - Vollenweider, Peter A1 - Waeber, Gérard A1 - Widen, Elisabeth A1 - Cho, Yoon Shin A1 - Olsen, Jesper V A1 - Visscher, Peter M A1 - Willer, Cristen A1 - Franke, Lude A1 - Erdmann, Jeanette A1 - Thompson, John R A1 - Pfeufer, Arne A1 - Sotoodehnia, Nona A1 - Newton-Cheh, Christopher A1 - Ellinor, Patrick T A1 - Stricker, Bruno H Ch A1 - Metspalu, Andres A1 - Perola, Markus A1 - Beckmann, Jacques S A1 - Smith, George Davey A1 - Stefansson, Kari A1 - Wareham, Nicholas J A1 - Munroe, Patricia B A1 - Sibon, Ody C M A1 - Milan, David J A1 - Snieder, Harold A1 - Samani, Nilesh J A1 - Loos, Ruth J F KW - Animals KW - Arrhythmias, Cardiac KW - Gene Frequency KW - Genetic Loci KW - Genome-Wide Association Study KW - Heart Conduction System KW - Heart Rate KW - Humans KW - Metabolic Networks and Pathways KW - Polymorphism, Single Nucleotide KW - Quantitative Trait Loci AB -

Elevated resting heart rate is associated with greater risk of cardiovascular disease and mortality. In a 2-stage meta-analysis of genome-wide association studies in up to 181,171 individuals, we identified 14 new loci associated with heart rate and confirmed associations with all 7 previously established loci. Experimental downregulation of gene expression in Drosophila melanogaster and Danio rerio identified 20 genes at 11 loci that are relevant for heart rate regulation and highlight a role for genes involved in signal transmission, embryonic cardiac development and the pathophysiology of dilated cardiomyopathy, congenital heart failure and/or sudden cardiac death. In addition, genetic susceptibility to increased heart rate is associated with altered cardiac conduction and reduced risk of sick sinus syndrome, and both heart rate-increasing and heart rate-decreasing variants associate with risk of atrial fibrillation. Our findings provide fresh insights into the mechanisms regulating heart rate and identify new therapeutic targets.

VL - 45 IS - 6 ER - TY - JOUR T1 - FTO genetic variants, dietary intake and body mass index: insights from 177,330 individuals. JF - Hum Mol Genet Y1 - 2014 A1 - Qi, Qibin A1 - Kilpeläinen, Tuomas O A1 - Downer, Mary K A1 - Tanaka, Toshiko A1 - Smith, Caren E A1 - Sluijs, Ivonne A1 - Sonestedt, Emily A1 - Chu, Audrey Y A1 - Renstrom, Frida A1 - Lin, Xiaochen A1 - Ängquist, Lars H A1 - Huang, Jinyan A1 - Liu, Zhonghua A1 - Li, Yanping A1 - Asif Ali, Muhammad A1 - Xu, Min A1 - Ahluwalia, Tarunveer Singh A1 - Boer, Jolanda M A A1 - Chen, Peng A1 - Daimon, Makoto A1 - Eriksson, Johan A1 - Perola, Markus A1 - Friedlander, Yechiel A1 - Gao, Yu-Tang A1 - Heppe, Denise H M A1 - Holloway, John W A1 - Houston, Denise K A1 - Kanoni, Stavroula A1 - Kim, Yu-Mi A1 - Laaksonen, Maarit A A1 - Jääskeläinen, Tiina A1 - Lee, Nanette R A1 - Lehtimäki, Terho A1 - Lemaitre, Rozenn N A1 - Lu, Wei A1 - Luben, Robert N A1 - Manichaikul, Ani A1 - Männistö, Satu A1 - Marques-Vidal, Pedro A1 - Monda, Keri L A1 - Ngwa, Julius S A1 - Perusse, Louis A1 - van Rooij, Frank J A A1 - Xiang, Yong-Bing A1 - Wen, Wanqing A1 - Wojczynski, Mary K A1 - Zhu, Jingwen A1 - Borecki, Ingrid B A1 - Bouchard, Claude A1 - Cai, Qiuyin A1 - Cooper, Cyrus A1 - Dedoussis, George V A1 - Deloukas, Panos A1 - Ferrucci, Luigi A1 - Forouhi, Nita G A1 - Hansen, Torben A1 - Christiansen, Lene A1 - Hofman, Albert A1 - Johansson, Ingegerd A1 - Jørgensen, Torben A1 - Karasawa, Shigeru A1 - Khaw, Kay-Tee A1 - Kim, Mi-Kyung A1 - Kristiansson, Kati A1 - Li, Huaixing A1 - Lin, Xu A1 - Liu, Yongmei A1 - Lohman, Kurt K A1 - Long, Jirong A1 - Mikkilä, Vera A1 - Mozaffarian, Dariush A1 - North, Kari A1 - Pedersen, Oluf A1 - Raitakari, Olli A1 - Rissanen, Harri A1 - Tuomilehto, Jaakko A1 - van der Schouw, Yvonne T A1 - Uitterlinden, André G A1 - Zillikens, M Carola A1 - Franco, Oscar H A1 - Shyong Tai, E A1 - Ou Shu, Xiao A1 - Siscovick, David S A1 - Toft, Ulla A1 - Verschuren, W M Monique A1 - Vollenweider, Peter A1 - Wareham, Nicholas J A1 - Witteman, Jacqueline C M A1 - Zheng, Wei A1 - Ridker, Paul M A1 - Kang, Jae H A1 - Liang, Liming A1 - Jensen, Majken K A1 - Curhan, Gary C A1 - Pasquale, Louis R A1 - Hunter, David J A1 - Mohlke, Karen L A1 - Uusitupa, Matti A1 - Cupples, L Adrienne A1 - Rankinen, Tuomo A1 - Orho-Melander, Marju A1 - Wang, Tao A1 - Chasman, Daniel I A1 - Franks, Paul W A1 - Sørensen, Thorkild I A A1 - Hu, Frank B A1 - Loos, Ruth J F A1 - Nettleton, Jennifer A A1 - Qi, Lu KW - Adult KW - African Americans KW - Aged KW - Alleles KW - Asian Continental Ancestry Group KW - Body Mass Index KW - Dietary Carbohydrates KW - Dietary Fats KW - Dietary Proteins KW - Energy Intake KW - European Continental Ancestry Group KW - Female KW - Gene Frequency KW - Humans KW - Male KW - Middle Aged KW - Obesity KW - Polymorphism, Single Nucleotide KW - Proteins AB -

FTO 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.

VL - 23 IS - 25 U1 - http://www.ncbi.nlm.nih.gov/pubmed/25104851?dopt=Abstract ER - TY - JOUR T1 - An Empirical Comparison of Joint and Stratified Frameworks for Studying G × E Interactions: Systolic Blood Pressure and Smoking in the CHARGE Gene-Lifestyle Interactions Working Group. JF - Genet Epidemiol Y1 - 2016 A1 - Sung, Yun Ju A1 - Winkler, Thomas W A1 - Manning, Alisa K A1 - Aschard, Hugues A1 - Gudnason, Vilmundur A1 - Harris, Tamara B A1 - Smith, Albert V A1 - Boerwinkle, Eric A1 - Brown, Michael R A1 - Morrison, Alanna C A1 - Fornage, Myriam A1 - Lin, Li-An A1 - Richard, Melissa A1 - Bartz, Traci M A1 - Psaty, Bruce M A1 - Hayward, Caroline A1 - Polasek, Ozren A1 - Marten, Jonathan A1 - Rudan, Igor A1 - Feitosa, Mary F A1 - Kraja, Aldi T A1 - Province, Michael A A1 - Deng, Xuan A1 - Fisher, Virginia A A1 - Zhou, Yanhua A1 - Bielak, Lawrence F A1 - Smith, Jennifer A1 - Huffman, Jennifer E A1 - Padmanabhan, Sandosh A1 - Smith, Blair H A1 - Ding, Jingzhong A1 - Liu, Yongmei A1 - Lohman, Kurt A1 - Bouchard, Claude A1 - Rankinen, Tuomo A1 - Rice, Treva K A1 - Arnett, Donna A1 - Schwander, Karen A1 - Guo, Xiuqing A1 - Palmas, Walter A1 - Rotter, Jerome I A1 - Alfred, Tamuno A1 - Bottinger, Erwin P A1 - Loos, Ruth J F A1 - Amin, Najaf A1 - Franco, Oscar H A1 - van Duijn, Cornelia M A1 - Vojinovic, Dina A1 - Chasman, Daniel I A1 - Ridker, Paul M A1 - Rose, Lynda M A1 - Kardia, Sharon A1 - Zhu, Xiaofeng A1 - Rice, Kenneth A1 - Borecki, Ingrid B A1 - Rao, Dabeeru C A1 - Gauderman, W James A1 - Cupples, L Adrienne AB -

Studying gene-environment (G × E) interactions is important, as they extend our knowledge of the genetic architecture of complex traits and may help to identify novel variants not detected via analysis of main effects alone. The main statistical framework for studying G × E interactions uses a single regression model that includes both the genetic main and G × E interaction effects (the "joint" framework). The alternative "stratified" framework combines results from genetic main-effect analyses carried out separately within the exposed and unexposed groups. Although there have been several investigations using theory and simulation, an empirical comparison of the two frameworks is lacking. Here, we compare the two frameworks using results from genome-wide association studies of systolic blood pressure for 3.2 million low frequency and 6.5 million common variants across 20 cohorts of European ancestry, comprising 79,731 individuals. Our cohorts have sample sizes ranging from 456 to 22,983 and include both family-based and population-based samples. In cohort-specific analyses, the two frameworks provided similar inference for population-based cohorts. The agreement was reduced for family-based cohorts. In meta-analyses, agreement between the two frameworks was less than that observed in cohort-specific analyses, despite the increased sample size. In meta-analyses, agreement depended on (1) the minor allele frequency, (2) inclusion of family-based cohorts in meta-analysis, and (3) filtering scheme. The stratified framework appears to approximate the joint framework well only for common variants in population-based cohorts. We conclude that the joint framework is the preferred approach and should be used to control false positives when dealing with low-frequency variants and/or family-based cohorts.

VL - 40 IS - 5 U1 - http://www.ncbi.nlm.nih.gov/pubmed/27230302?dopt=Abstract ER - TY - JOUR T1 - A principal component meta-analysis on multiple anthropometric traits identifies novel loci for body shape. JF - Nat Commun Y1 - 2016 A1 - Ried, Janina S A1 - Jeff M, Janina A1 - Chu, Audrey Y A1 - Bragg-Gresham, Jennifer L A1 - van Dongen, Jenny A1 - Huffman, Jennifer E A1 - Ahluwalia, Tarunveer S A1 - Cadby, Gemma A1 - Eklund, Niina A1 - Eriksson, Joel A1 - Esko, Tõnu A1 - Feitosa, Mary F A1 - Goel, Anuj A1 - Gorski, Mathias A1 - Hayward, Caroline A1 - Heard-Costa, Nancy L A1 - Jackson, Anne U A1 - Jokinen, Eero A1 - Kanoni, Stavroula A1 - Kristiansson, Kati A1 - Kutalik, Zoltán A1 - Lahti, Jari A1 - Luan, Jian'an A1 - Mägi, Reedik A1 - Mahajan, Anubha A1 - Mangino, Massimo A1 - Medina-Gómez, Carolina A1 - Monda, Keri L A1 - Nolte, Ilja M A1 - Perusse, Louis A1 - Prokopenko, Inga A1 - Qi, Lu A1 - Rose, Lynda M A1 - Salvi, Erika A1 - Smith, Megan T A1 - Snieder, Harold A1 - Stančáková, Alena A1 - Ju Sung, Yun A1 - Tachmazidou, Ioanna A1 - Teumer, Alexander A1 - Thorleifsson, Gudmar A1 - van der Harst, Pim A1 - Walker, Ryan W A1 - Wang, Sophie R A1 - Wild, Sarah H A1 - Willems, Sara M A1 - Wong, Andrew A1 - Zhang, Weihua A1 - Albrecht, Eva A1 - Couto Alves, Alexessander A1 - Bakker, Stephan J L A1 - Barlassina, Cristina A1 - Bartz, Traci M A1 - Beilby, John A1 - Bellis, Claire A1 - Bergman, Richard N A1 - Bergmann, Sven A1 - Blangero, John A1 - Blüher, Matthias A1 - Boerwinkle, Eric A1 - Bonnycastle, Lori L A1 - Bornstein, Stefan R A1 - Bruinenberg, Marcel A1 - Campbell, Harry A1 - Chen, Yii-Der Ida A1 - Chiang, Charleston W K A1 - Chines, Peter S A1 - Collins, Francis S A1 - Cucca, Fracensco A1 - Cupples, L Adrienne A1 - D'Avila, Francesca A1 - de Geus, Eco J C A1 - Dedoussis, George A1 - Dimitriou, Maria A1 - Döring, Angela A1 - Eriksson, Johan G A1 - Farmaki, Aliki-Eleni A1 - Farrall, Martin A1 - Ferreira, Teresa A1 - Fischer, Krista A1 - Forouhi, Nita G A1 - Friedrich, Nele A1 - Gjesing, Anette Prior A1 - Glorioso, Nicola A1 - Graff, Mariaelisa A1 - Grallert, Harald A1 - Grarup, Niels A1 - Gräßler, Jürgen A1 - Grewal, Jagvir A1 - Hamsten, Anders A1 - Harder, Marie Neergaard A1 - Hartman, Catharina A A1 - Hassinen, Maija A1 - Hastie, Nicholas A1 - Hattersley, Andrew Tym A1 - Havulinna, Aki S A1 - Heliövaara, Markku A1 - Hillege, Hans A1 - Hofman, Albert A1 - Holmen, Oddgeir A1 - Homuth, Georg A1 - Hottenga, Jouke-Jan A1 - Hui, Jennie A1 - Husemoen, Lise Lotte A1 - Hysi, Pirro G A1 - Isaacs, Aaron A1 - Ittermann, Till A1 - Jalilzadeh, Shapour A1 - James, Alan L A1 - Jørgensen, Torben A1 - Jousilahti, Pekka A1 - Jula, Antti A1 - Marie Justesen, Johanne A1 - Justice, Anne E A1 - Kähönen, Mika A1 - Karaleftheri, Maria A1 - Tee Khaw, Kay A1 - Keinanen-Kiukaanniemi, Sirkka M A1 - Kinnunen, Leena A1 - Knekt, Paul B A1 - Koistinen, Heikki A A1 - Kolcic, Ivana A1 - Kooner, Ishminder K A1 - Koskinen, Seppo A1 - Kovacs, Peter A1 - Kyriakou, Theodosios A1 - Laitinen, Tomi A1 - Langenberg, Claudia A1 - Lewin, Alexandra M A1 - Lichtner, Peter A1 - Lindgren, Cecilia M A1 - Lindström, Jaana A1 - Linneberg, Allan A1 - Lorbeer, Roberto A1 - Lorentzon, Mattias A1 - Luben, Robert A1 - Lyssenko, Valeriya A1 - Männistö, Satu A1 - Manunta, Paolo A1 - Leach, Irene Mateo A1 - McArdle, Wendy L A1 - McKnight, Barbara A1 - Mohlke, Karen L A1 - Mihailov, Evelin A1 - Milani, Lili A1 - Mills, Rebecca A1 - Montasser, May E A1 - Morris, Andrew P A1 - Müller, Gabriele A1 - Musk, Arthur W A1 - Narisu, Narisu A1 - Ong, Ken K A1 - Oostra, Ben A A1 - Osmond, Clive A1 - Palotie, Aarno A1 - Pankow, James S A1 - Paternoster, Lavinia A1 - Penninx, Brenda W A1 - Pichler, Irene A1 - Pilia, Maria G A1 - Polasek, Ozren A1 - Pramstaller, Peter P A1 - Raitakari, Olli T A1 - Rankinen, Tuomo A1 - Rao, D C A1 - Rayner, Nigel W A1 - Ribel-Madsen, Rasmus A1 - Rice, Treva K A1 - Richards, Marcus A1 - Ridker, Paul M A1 - Rivadeneira, Fernando A1 - Ryan, Kathy A A1 - Sanna, Serena A1 - Sarzynski, Mark A A1 - Scholtens, Salome A1 - Scott, Robert A A1 - Sebert, Sylvain A1 - Southam, Lorraine A1 - Sparsø, Thomas Hempel A1 - Steinthorsdottir, Valgerdur A1 - Stirrups, Kathleen A1 - Stolk, Ronald P A1 - Strauch, Konstantin A1 - Stringham, Heather M A1 - Swertz, Morris A A1 - Swift, Amy J A1 - Tönjes, Anke A1 - Tsafantakis, Emmanouil A1 - van der Most, Peter J A1 - van Vliet-Ostaptchouk, Jana V A1 - Vandenput, Liesbeth A1 - Vartiainen, Erkki A1 - Venturini, Cristina A1 - Verweij, Niek A1 - Viikari, Jorma S A1 - Vitart, Veronique A1 - Vohl, Marie-Claude A1 - Vonk, Judith M A1 - Waeber, Gérard A1 - Widen, Elisabeth A1 - Willemsen, Gonneke A1 - Wilsgaard, Tom A1 - Winkler, Thomas W A1 - Wright, Alan F A1 - Yerges-Armstrong, Laura M A1 - Hua Zhao, Jing A1 - Zillikens, M Carola A1 - Boomsma, Dorret I A1 - Bouchard, Claude A1 - Chambers, John C A1 - Chasman, Daniel I A1 - Cusi, Daniele A1 - Gansevoort, Ron T A1 - Gieger, Christian A1 - Hansen, Torben A1 - Hicks, Andrew A A1 - Hu, Frank A1 - Hveem, Kristian A1 - Jarvelin, Marjo-Riitta A1 - Kajantie, Eero A1 - Kooner, Jaspal S A1 - Kuh, Diana A1 - Kuusisto, Johanna A1 - Laakso, Markku A1 - Lakka, Timo A A1 - Lehtimäki, Terho A1 - Metspalu, Andres A1 - Njølstad, Inger A1 - Ohlsson, Claes A1 - Oldehinkel, Albertine J A1 - Palmer, Lyle J A1 - Pedersen, Oluf A1 - Perola, Markus A1 - Peters, Annette A1 - Psaty, Bruce M A1 - Puolijoki, Hannu A1 - Rauramaa, Rainer A1 - Rudan, Igor A1 - Salomaa, Veikko A1 - Schwarz, Peter E H A1 - Shudiner, Alan R A1 - Smit, Jan H A1 - Sørensen, Thorkild I A A1 - Spector, Timothy D A1 - Stefansson, Kari A1 - Stumvoll, Michael A1 - Tremblay, Angelo A1 - Tuomilehto, Jaakko A1 - Uitterlinden, André G A1 - Uusitupa, Matti A1 - Völker, Uwe A1 - Vollenweider, Peter A1 - Wareham, Nicholas J A1 - Watkins, Hugh A1 - Wilson, James F A1 - Zeggini, Eleftheria A1 - Abecasis, Goncalo R A1 - Boehnke, Michael A1 - Borecki, Ingrid B A1 - Deloukas, Panos A1 - van Duijn, Cornelia M A1 - Fox, Caroline A1 - Groop, Leif C A1 - Heid, Iris M A1 - Hunter, David J A1 - Kaplan, Robert C A1 - McCarthy, Mark I A1 - North, Kari E A1 - O'Connell, Jeffrey R A1 - Schlessinger, David A1 - Thorsteinsdottir, Unnur A1 - Strachan, David P A1 - Frayling, Timothy A1 - Hirschhorn, Joel N A1 - Müller-Nurasyid, Martina A1 - Loos, Ruth J F KW - Anthropometry KW - Body Size KW - Genome-Wide Association Study KW - Genotype KW - Humans KW - Models, Genetic KW - Principal Component Analysis AB -

Large consortia have revealed hundreds of genetic loci associated with anthropometric traits, one trait at a time. We examined whether genetic variants affect body shape as a composite phenotype that is represented by a combination of anthropometric traits. We developed an approach that calculates averaged PCs (AvPCs) representing body shape derived from six anthropometric traits (body mass index, height, weight, waist and hip circumference, waist-to-hip ratio). The first four AvPCs explain >99% of the variability, are heritable, and associate with cardiometabolic outcomes. We performed genome-wide association analyses for each body shape composite phenotype across 65 studies and meta-analysed summary statistics. We identify six novel loci: LEMD2 and CD47 for AvPC1, RPS6KA5/C14orf159 and GANAB for AvPC3, and ARL15 and ANP32 for AvPC4. Our findings highlight the value of using multiple traits to define complex phenotypes for discovery, which are not captured by single-trait analyses, and may shed light onto new pathways.

VL - 7 ER - TY - JOUR T1 - A Large-Scale Multi-ancestry Genome-wide Study Accounting for Smoking Behavior Identifies Multiple Significant Loci for Blood Pressure. JF - Am J Hum Genet Y1 - 2018 A1 - Sung, Yun J A1 - Winkler, Thomas W A1 - de Las Fuentes, Lisa A1 - Bentley, Amy R A1 - Brown, Michael R A1 - Kraja, Aldi T A1 - Schwander, Karen A1 - Ntalla, Ioanna A1 - Guo, Xiuqing A1 - Franceschini, Nora A1 - Lu, Yingchang A1 - Cheng, Ching-Yu A1 - Sim, Xueling A1 - Vojinovic, Dina A1 - Marten, Jonathan A1 - Musani, Solomon K A1 - Li, Changwei A1 - Feitosa, Mary F A1 - Kilpeläinen, Tuomas O A1 - Richard, Melissa A A1 - Noordam, Raymond A1 - Aslibekyan, Stella A1 - Aschard, Hugues A1 - Bartz, Traci M A1 - Dorajoo, Rajkumar A1 - Liu, Yongmei A1 - Manning, Alisa K A1 - Rankinen, Tuomo A1 - Smith, Albert Vernon A1 - Tajuddin, Salman M A1 - Tayo, Bamidele O A1 - Warren, Helen R A1 - Zhao, Wei A1 - Zhou, Yanhua A1 - Matoba, Nana A1 - Sofer, Tamar A1 - Alver, Maris A1 - Amini, Marzyeh A1 - Boissel, Mathilde A1 - Chai, Jin Fang A1 - Chen, Xu A1 - Divers, Jasmin A1 - Gandin, Ilaria A1 - Gao, Chuan A1 - Giulianini, Franco A1 - Goel, Anuj A1 - Harris, Sarah E A1 - Hartwig, Fernando Pires A1 - Horimoto, Andrea R V R A1 - Hsu, Fang-Chi A1 - Jackson, Anne U A1 - Kähönen, Mika A1 - Kasturiratne, Anuradhani A1 - Kuhnel, Brigitte A1 - Leander, Karin A1 - Lee, Wen-Jane A1 - Lin, Keng-Hung A1 - 'an Luan, Jian A1 - McKenzie, Colin A A1 - Meian, He A1 - Nelson, Christopher P A1 - Rauramaa, Rainer A1 - Schupf, Nicole A1 - Scott, Robert A A1 - Sheu, Wayne H H A1 - Stančáková, Alena A1 - Takeuchi, Fumihiko A1 - van der Most, Peter J A1 - Varga, Tibor V A1 - Wang, Heming A1 - Wang, Yajuan A1 - Ware, Erin B A1 - Weiss, Stefan A1 - Wen, Wanqing A1 - Yanek, Lisa R A1 - Zhang, Weihua A1 - Zhao, Jing Hua A1 - Afaq, Saima A1 - Alfred, Tamuno A1 - Amin, Najaf A1 - Arking, Dan A1 - Aung, Tin A1 - Barr, R Graham A1 - Bielak, Lawrence F A1 - Boerwinkle, Eric A1 - Bottinger, Erwin P A1 - Braund, Peter S A1 - Brody, Jennifer A A1 - Broeckel, Ulrich A1 - Cabrera, Claudia P A1 - Cade, Brian A1 - Caizheng, Yu A1 - Campbell, Archie A1 - Canouil, Mickaël A1 - Chakravarti, Aravinda A1 - Chauhan, Ganesh A1 - Christensen, Kaare A1 - Cocca, Massimiliano A1 - Collins, Francis S A1 - Connell, John M A1 - de Mutsert, Renée A1 - de Silva, H Janaka A1 - Debette, Stephanie A1 - Dörr, Marcus A1 - Duan, Qing A1 - Eaton, Charles B A1 - Ehret, Georg A1 - Evangelou, Evangelos A1 - Faul, Jessica D A1 - Fisher, Virginia A A1 - Forouhi, Nita G A1 - Franco, Oscar H A1 - Friedlander, Yechiel A1 - Gao, He A1 - Gigante, Bruna A1 - Graff, Misa A1 - Gu, C Charles A1 - Gu, Dongfeng A1 - Gupta, Preeti A1 - Hagenaars, Saskia P A1 - Harris, Tamara B A1 - He, Jiang A1 - Heikkinen, Sami A1 - Heng, Chew-Kiat A1 - Hirata, Makoto A1 - Hofman, Albert A1 - Howard, Barbara V A1 - Hunt, Steven A1 - Irvin, Marguerite R A1 - Jia, Yucheng A1 - Joehanes, Roby A1 - Justice, Anne E A1 - Katsuya, Tomohiro A1 - Kaufman, Joel A1 - Kerrison, Nicola D A1 - Khor, Chiea Chuen A1 - Koh, Woon-Puay A1 - Koistinen, Heikki A A1 - Komulainen, Pirjo A1 - Kooperberg, Charles A1 - Krieger, Jose E A1 - Kubo, Michiaki A1 - Kuusisto, Johanna A1 - Langefeld, Carl D A1 - Langenberg, Claudia A1 - Launer, Lenore J A1 - Lehne, Benjamin A1 - Lewis, Cora E A1 - Li, Yize A1 - Lim, Sing Hui A1 - Lin, Shiow A1 - Liu, Ching-Ti A1 - Liu, Jianjun A1 - Liu, Jingmin A1 - Liu, Kiang A1 - Liu, Yeheng A1 - Loh, Marie A1 - Lohman, Kurt K A1 - Long, Jirong A1 - Louie, Tin A1 - Mägi, Reedik A1 - Mahajan, Anubha A1 - Meitinger, Thomas A1 - Metspalu, Andres A1 - Milani, Lili A1 - Momozawa, Yukihide A1 - Morris, Andrew P A1 - Mosley, Thomas H A1 - Munson, Peter A1 - Murray, Alison D A1 - Nalls, Mike A A1 - Nasri, Ubaydah A1 - Norris, Jill M A1 - North, Kari A1 - Ogunniyi, Adesola A1 - Padmanabhan, Sandosh A1 - Palmas, Walter R A1 - Palmer, Nicholette D A1 - Pankow, James S A1 - Pedersen, Nancy L A1 - Peters, Annette A1 - Peyser, Patricia A A1 - Polasek, Ozren A1 - Raitakari, Olli T A1 - Renstrom, Frida A1 - Rice, Treva K A1 - Ridker, Paul M A1 - Robino, Antonietta A1 - Robinson, Jennifer G A1 - Rose, Lynda M A1 - Rudan, Igor A1 - Sabanayagam, Charumathi A1 - Salako, Babatunde L A1 - Sandow, Kevin A1 - Schmidt, Carsten O A1 - Schreiner, Pamela J A1 - Scott, William R A1 - Seshadri, Sudha A1 - Sever, Peter A1 - Sitlani, Colleen M A1 - Smith, Jennifer A A1 - Snieder, Harold A1 - Starr, John M A1 - Strauch, Konstantin A1 - Tang, Hua A1 - Taylor, Kent D A1 - Teo, Yik Ying A1 - Tham, Yih Chung A1 - Uitterlinden, André G A1 - Waldenberger, Melanie A1 - Wang, Lihua A1 - Wang, Ya X A1 - Wei, Wen Bin A1 - Williams, Christine A1 - Wilson, Gregory A1 - Wojczynski, Mary K A1 - Yao, Jie A1 - Yuan, Jian-Min A1 - Zonderman, Alan B A1 - Becker, Diane M A1 - Boehnke, Michael A1 - Bowden, Donald W A1 - Chambers, John C A1 - Chen, Yii-Der Ida A1 - de Faire, Ulf A1 - Deary, Ian J A1 - Esko, Tõnu A1 - Farrall, Martin A1 - Forrester, Terrence A1 - Franks, Paul W A1 - Freedman, Barry I A1 - Froguel, Philippe A1 - Gasparini, Paolo A1 - Gieger, Christian A1 - Horta, Bernardo Lessa A1 - Hung, Yi-Jen A1 - Jonas, Jost B A1 - Kato, Norihiro A1 - Kooner, Jaspal S A1 - Laakso, Markku A1 - Lehtimäki, Terho A1 - Liang, Kae-Woei A1 - Magnusson, Patrik K E A1 - Newman, Anne B A1 - Oldehinkel, Albertine J A1 - Pereira, Alexandre C A1 - Redline, Susan A1 - Rettig, Rainer A1 - Samani, Nilesh J A1 - Scott, James A1 - Shu, Xiao-Ou A1 - van der Harst, Pim A1 - Wagenknecht, Lynne E A1 - Wareham, Nicholas J A1 - Watkins, Hugh A1 - Weir, David R A1 - Wickremasinghe, Ananda R A1 - Wu, Tangchun A1 - Zheng, Wei A1 - Kamatani, Yoichiro A1 - Laurie, Cathy C A1 - Bouchard, Claude A1 - Cooper, Richard S A1 - Evans, Michele K A1 - Gudnason, Vilmundur A1 - Kardia, Sharon L R A1 - Kritchevsky, Stephen B A1 - Levy, Daniel A1 - O'Connell, Jeff R A1 - Psaty, Bruce M A1 - van Dam, Rob M A1 - Sims, Mario A1 - Arnett, Donna K A1 - Mook-Kanamori, Dennis O A1 - Kelly, Tanika N A1 - Fox, Ervin R A1 - Hayward, Caroline A1 - Fornage, Myriam A1 - Rotimi, Charles N A1 - Province, Michael A A1 - van Duijn, Cornelia M A1 - Tai, E Shyong A1 - Wong, Tien Yin A1 - Loos, Ruth J F A1 - Reiner, Alex P A1 - Rotter, Jerome I A1 - Zhu, Xiaofeng A1 - Bierut, Laura J A1 - Gauderman, W James A1 - Caulfield, Mark J A1 - Elliott, Paul A1 - Rice, Kenneth A1 - Munroe, Patricia B A1 - Morrison, Alanna C A1 - Cupples, L Adrienne A1 - Rao, Dabeeru C A1 - Chasman, Daniel I AB -

Genome-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).

VL - 102 IS - 3 ER - TY - JOUR T1 - Novel genetic associations for blood pressure identified via gene-alcohol interaction in up to 570K individuals across multiple ancestries. JF - PLoS One Y1 - 2018 A1 - Feitosa, Mary F A1 - Kraja, Aldi T A1 - Chasman, Daniel I A1 - Sung, Yun J A1 - Winkler, Thomas W A1 - Ntalla, Ioanna A1 - Guo, Xiuqing A1 - Franceschini, Nora A1 - Cheng, Ching-Yu A1 - Sim, Xueling A1 - Vojinovic, Dina A1 - Marten, Jonathan A1 - Musani, Solomon K A1 - Li, Changwei A1 - Bentley, Amy R A1 - Brown, Michael R A1 - Schwander, Karen A1 - Richard, Melissa A A1 - Noordam, Raymond A1 - Aschard, Hugues A1 - Bartz, Traci M A1 - Bielak, Lawrence F A1 - Dorajoo, Rajkumar A1 - Fisher, Virginia A1 - Hartwig, Fernando P A1 - Horimoto, Andrea R V R A1 - Lohman, Kurt K A1 - Manning, Alisa K A1 - Rankinen, Tuomo A1 - Smith, Albert V A1 - Tajuddin, Salman M A1 - Wojczynski, Mary K A1 - Alver, Maris A1 - Boissel, Mathilde A1 - Cai, Qiuyin A1 - Campbell, Archie A1 - Chai, Jin Fang A1 - Chen, Xu A1 - Divers, Jasmin A1 - Gao, Chuan A1 - Goel, Anuj A1 - Hagemeijer, Yanick A1 - Harris, Sarah E A1 - He, Meian A1 - Hsu, Fang-Chi A1 - Jackson, Anne U A1 - Kähönen, Mika A1 - Kasturiratne, Anuradhani A1 - Komulainen, Pirjo A1 - Kuhnel, Brigitte A1 - Laguzzi, Federica A1 - Luan, Jian'an A1 - Matoba, Nana A1 - Nolte, Ilja M A1 - Padmanabhan, Sandosh A1 - Riaz, Muhammad A1 - Rueedi, Rico A1 - Robino, Antonietta A1 - Said, M Abdullah A1 - Scott, Robert A A1 - Sofer, Tamar A1 - Stančáková, Alena A1 - Takeuchi, Fumihiko A1 - Tayo, Bamidele O A1 - van der Most, Peter J A1 - Varga, Tibor V A1 - Vitart, Veronique A1 - Wang, Yajuan A1 - Ware, Erin B A1 - Warren, Helen R A1 - Weiss, Stefan A1 - Wen, Wanqing A1 - Yanek, Lisa R A1 - Zhang, Weihua A1 - Zhao, Jing Hua A1 - Afaq, Saima A1 - Amin, Najaf A1 - Amini, Marzyeh A1 - Arking, Dan E A1 - Aung, Tin A1 - Boerwinkle, Eric A1 - Borecki, Ingrid A1 - Broeckel, Ulrich A1 - Brown, Morris A1 - Brumat, Marco A1 - Burke, Gregory L A1 - Canouil, Mickaël A1 - Chakravarti, Aravinda A1 - Charumathi, Sabanayagam A1 - Ida Chen, Yii-Der A1 - Connell, John M A1 - Correa, Adolfo A1 - de Las Fuentes, Lisa A1 - de Mutsert, Renée A1 - de Silva, H Janaka A1 - Deng, Xuan A1 - Ding, Jingzhong A1 - Duan, Qing A1 - Eaton, Charles B A1 - Ehret, Georg A1 - Eppinga, Ruben N A1 - Evangelou, Evangelos A1 - Faul, Jessica D A1 - Felix, Stephan B A1 - Forouhi, Nita G A1 - Forrester, Terrence A1 - Franco, Oscar H A1 - Friedlander, Yechiel A1 - Gandin, Ilaria A1 - Gao, He A1 - Ghanbari, Mohsen A1 - Gigante, Bruna A1 - Gu, C Charles A1 - Gu, Dongfeng A1 - Hagenaars, Saskia P A1 - Hallmans, Göran A1 - Harris, Tamara B A1 - He, Jiang A1 - Heikkinen, Sami A1 - Heng, Chew-Kiat A1 - Hirata, Makoto A1 - Howard, Barbara V A1 - Ikram, M Arfan A1 - John, Ulrich A1 - Katsuya, Tomohiro A1 - Khor, Chiea Chuen A1 - Kilpeläinen, Tuomas O A1 - Koh, Woon-Puay A1 - Krieger, Jose E A1 - Kritchevsky, Stephen B A1 - Kubo, Michiaki A1 - Kuusisto, Johanna A1 - Lakka, Timo A A1 - Langefeld, Carl D A1 - Langenberg, Claudia A1 - Launer, Lenore J A1 - Lehne, Benjamin A1 - Lewis, Cora E A1 - Li, Yize A1 - Lin, Shiow A1 - Liu, Jianjun A1 - Liu, Jingmin A1 - Loh, Marie A1 - Louie, Tin A1 - Mägi, Reedik A1 - McKenzie, Colin A A1 - Meitinger, Thomas A1 - Metspalu, Andres A1 - Milaneschi, Yuri A1 - Milani, Lili A1 - Mohlke, Karen L A1 - Momozawa, Yukihide A1 - Nalls, Mike A A1 - Nelson, Christopher P A1 - Sotoodehnia, Nona A1 - Norris, Jill M A1 - O'Connell, Jeff R A1 - Palmer, Nicholette D A1 - Perls, Thomas A1 - Pedersen, Nancy L A1 - Peters, Annette A1 - Peyser, Patricia A A1 - Poulter, Neil A1 - Raffel, Leslie J A1 - Raitakari, Olli T A1 - Roll, Kathryn A1 - Rose, Lynda M A1 - Rosendaal, Frits R A1 - Rotter, Jerome I A1 - Schmidt, Carsten O A1 - Schreiner, Pamela J A1 - Schupf, Nicole A1 - Scott, William R A1 - Sever, Peter S A1 - Shi, Yuan A1 - Sidney, Stephen A1 - Sims, Mario A1 - Sitlani, Colleen M A1 - Smith, Jennifer A A1 - Snieder, Harold A1 - Starr, John M A1 - Strauch, Konstantin A1 - Stringham, Heather M A1 - Tan, Nicholas Y Q A1 - Tang, Hua A1 - Taylor, Kent D A1 - Teo, Yik Ying A1 - Tham, Yih Chung A1 - Turner, Stephen T A1 - Uitterlinden, André G A1 - Vollenweider, Peter A1 - Waldenberger, Melanie A1 - Wang, Lihua A1 - Wang, Ya Xing A1 - Wei, Wen Bin A1 - Williams, Christine A1 - Yao, Jie A1 - Yu, Caizheng A1 - Yuan, Jian-Min A1 - Zhao, Wei A1 - Zonderman, Alan B A1 - Becker, Diane M A1 - Boehnke, Michael A1 - Bowden, Donald W A1 - Chambers, John C A1 - Deary, Ian J A1 - Esko, Tõnu A1 - Farrall, Martin A1 - Franks, Paul W A1 - Freedman, Barry I A1 - Froguel, Philippe A1 - Gasparini, Paolo A1 - Gieger, Christian A1 - Jonas, Jost Bruno A1 - Kamatani, Yoichiro A1 - Kato, Norihiro A1 - Kooner, Jaspal S A1 - Kutalik, Zoltán A1 - Laakso, Markku A1 - Laurie, Cathy C A1 - Leander, Karin A1 - Lehtimäki, Terho A1 - Study, Lifelines Cohort A1 - Magnusson, Patrik K E A1 - Oldehinkel, Albertine J A1 - Penninx, Brenda W J H A1 - Polasek, Ozren A1 - Porteous, David J A1 - Rauramaa, Rainer A1 - Samani, Nilesh J A1 - Scott, James A1 - Shu, Xiao-Ou A1 - van der Harst, Pim A1 - Wagenknecht, Lynne E A1 - Wareham, Nicholas J A1 - Watkins, Hugh A1 - Weir, David R A1 - Wickremasinghe, Ananda R A1 - Wu, Tangchun A1 - Zheng, Wei A1 - Bouchard, Claude A1 - Christensen, Kaare A1 - Evans, Michele K A1 - Gudnason, Vilmundur A1 - Horta, Bernardo L A1 - Kardia, Sharon L R A1 - Liu, Yongmei A1 - Pereira, Alexandre C A1 - Psaty, Bruce M A1 - Ridker, Paul M A1 - van Dam, Rob M A1 - Gauderman, W James A1 - Zhu, Xiaofeng A1 - Mook-Kanamori, Dennis O A1 - Fornage, Myriam A1 - Rotimi, Charles N A1 - Cupples, L Adrienne A1 - Kelly, Tanika N A1 - Fox, Ervin R A1 - Hayward, Caroline A1 - van Duijn, Cornelia M A1 - Tai, E Shyong A1 - Wong, Tien Yin A1 - Kooperberg, Charles A1 - Palmas, Walter A1 - Rice, Kenneth A1 - Morrison, Alanna C A1 - Elliott, Paul A1 - Caulfield, Mark J A1 - Munroe, Patricia B A1 - Rao, Dabeeru C A1 - Province, Michael A A1 - Levy, Daniel AB -

Heavy 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.

VL - 13 IS - 6 ER - TY - JOUR T1 - Multi-Ancestry Genome-Wide Association Study of Lipid Levels Incorporating Gene-Alcohol Interactions. JF - Am J Epidemiol Y1 - 2019 A1 - de Vries, Paul S A1 - Brown, Michael R A1 - Bentley, Amy R A1 - Sung, Yun J A1 - Winkler, Thomas W A1 - Ntalla, Ioanna A1 - Schwander, Karen A1 - Kraja, Aldi T A1 - Guo, Xiuqing A1 - Franceschini, Nora A1 - Cheng, Ching-Yu A1 - Sim, Xueling A1 - Vojinovic, Dina A1 - Huffman, Jennifer E A1 - Musani, Solomon K A1 - Li, Changwei A1 - Feitosa, Mary F A1 - Richard, Melissa A A1 - Noordam, Raymond A1 - Aschard, Hugues A1 - Bartz, Traci M A1 - Bielak, Lawrence F A1 - Deng, Xuan A1 - Dorajoo, Rajkumar A1 - Lohman, Kurt K A1 - Manning, Alisa K A1 - Rankinen, Tuomo A1 - Smith, Albert V A1 - Tajuddin, Salman M A1 - Evangelou, Evangelos A1 - Graff, Mariaelisa A1 - Alver, Maris A1 - Boissel, Mathilde A1 - Chai, Jin Fang A1 - Chen, Xu A1 - Divers, Jasmin A1 - Gandin, Ilaria A1 - Gao, Chuan A1 - Goel, Anuj A1 - Hagemeijer, Yanick A1 - Harris, Sarah E A1 - Hartwig, Fernando P A1 - He, Meian A1 - Horimoto, Andrea R V R A1 - Hsu, Fang-Chi A1 - Jackson, Anne U A1 - Kasturiratne, Anuradhani A1 - Komulainen, Pirjo A1 - Kuhnel, Brigitte A1 - Laguzzi, Federica A1 - Lee, Joseph H A1 - Luan, Jian'an A1 - Lyytikäinen, Leo-Pekka A1 - Matoba, Nana A1 - Nolte, Ilja M A1 - Pietzner, Maik A1 - Riaz, Muhammad A1 - Said, M Abdullah A1 - Scott, Robert A A1 - Sofer, Tamar A1 - Stančáková, Alena A1 - Takeuchi, Fumihiko A1 - Tayo, Bamidele O A1 - van der Most, Peter J A1 - Varga, Tibor V A1 - Wang, Yajuan A1 - Ware, Erin B A1 - Wen, Wanqing A1 - Yanek, Lisa R A1 - Zhang, Weihua A1 - Zhao, Jing Hua A1 - Afaq, Saima A1 - Amin, Najaf A1 - Amini, Marzyeh A1 - Arking, Dan E A1 - Aung, Tin A1 - Ballantyne, Christie A1 - Boerwinkle, Eric A1 - Broeckel, Ulrich A1 - Campbell, Archie A1 - Canouil, Mickaël A1 - Charumathi, Sabanayagam A1 - Chen, Yii-Der Ida A1 - Connell, John M A1 - de Faire, Ulf A1 - de Las Fuentes, Lisa A1 - de Mutsert, Renée A1 - de Silva, H Janaka A1 - Ding, Jingzhong A1 - Dominiczak, Anna F A1 - Duan, Qing A1 - Eaton, Charles B A1 - Eppinga, Ruben N A1 - Faul, Jessica D A1 - Fisher, Virginia A1 - Forrester, Terrence A1 - Franco, Oscar H A1 - Friedlander, Yechiel A1 - Ghanbari, Mohsen A1 - Giulianini, Franco A1 - Grabe, Hans J A1 - Grove, Megan L A1 - Gu, C Charles A1 - Harris, Tamara B A1 - Heikkinen, Sami A1 - Heng, Chew-Kiat A1 - Hirata, Makoto A1 - Hixson, James E A1 - Howard, Barbara V A1 - Ikram, M Arfan A1 - Jacobs, David R A1 - Johnson, Craig A1 - Jonas, Jost Bruno A1 - Kammerer, Candace M A1 - Katsuya, Tomohiro A1 - Khor, Chiea Chuen A1 - Kilpeläinen, Tuomas O A1 - Koh, Woon-Puay A1 - Koistinen, Heikki A A1 - Kolcic, Ivana A1 - Kooperberg, Charles A1 - Krieger, Jose E A1 - Kritchevsky, Steve B A1 - Kubo, Michiaki A1 - Kuusisto, Johanna A1 - Lakka, Timo A A1 - Langefeld, Carl D A1 - Langenberg, Claudia A1 - Launer, Lenore J A1 - Lehne, Benjamin A1 - Lemaitre, Rozenn N A1 - Li, Yize A1 - Liang, Jingjing A1 - Liu, Jianjun A1 - Liu, Kiang A1 - Loh, Marie A1 - Louie, Tin A1 - Mägi, Reedik A1 - Manichaikul, Ani W A1 - McKenzie, Colin A A1 - Meitinger, Thomas A1 - Metspalu, Andres A1 - Milaneschi, Yuri A1 - Milani, Lili A1 - Mohlke, Karen L A1 - Mosley, Thomas H A1 - Mukamal, Kenneth J A1 - Nalls, Mike A A1 - Nauck, Matthias A1 - Nelson, Christopher P A1 - Sotoodehnia, Nona A1 - O'Connell, Jeff R A1 - Palmer, Nicholette D A1 - Pazoki, Raha A1 - Pedersen, Nancy L A1 - Peters, Annette A1 - Peyser, Patricia A A1 - Polasek, Ozren A1 - Poulter, Neil A1 - Raffel, Leslie J A1 - Raitakari, Olli T A1 - Reiner, Alex P A1 - Rice, Treva K A1 - Rich, Stephen S A1 - Robino, Antonietta A1 - Robinson, Jennifer G A1 - Rose, Lynda M A1 - Rudan, Igor A1 - Schmidt, Carsten O A1 - Schreiner, Pamela J A1 - Scott, William R A1 - Sever, Peter A1 - Shi, Yuan A1 - Sidney, Stephen A1 - Sims, Mario A1 - Smith, Blair H A1 - Smith, Jennifer A A1 - Snieder, Harold A1 - Starr, John M A1 - Strauch, Konstantin A1 - Tan, Nicholas A1 - Taylor, Kent D A1 - Teo, Yik Ying A1 - Tham, Yih Chung A1 - Uitterlinden, André G A1 - van Heemst, Diana A1 - Vuckovic, Dragana A1 - Waldenberger, Melanie A1 - Wang, Lihua A1 - Wang, Yujie A1 - Wang, Zhe A1 - Wei, Wen Bin A1 - Williams, Christine A1 - Wilson, Gregory A1 - Wojczynski, Mary K A1 - Yao, Jie A1 - Yu, Bing A1 - Yu, Caizheng A1 - Yuan, Jian-Min A1 - Zhao, Wei A1 - Zonderman, Alan B A1 - Becker, Diane M A1 - Boehnke, Michael A1 - Bowden, Donald W A1 - Chambers, John C A1 - Deary, Ian J A1 - Esko, Tõnu A1 - Farrall, Martin A1 - Franks, Paul W A1 - Freedman, Barry I A1 - Froguel, Philippe A1 - Gasparini, Paolo A1 - Gieger, Christian A1 - Horta, Bernardo L A1 - Kamatani, Yoichiro A1 - Kato, Norihiro A1 - Kooner, Jaspal S A1 - Laakso, Markku A1 - Leander, Karin A1 - Lehtimäki, Terho A1 - Magnusson, Patrik K E A1 - Penninx, Brenda A1 - Pereira, Alexandre C A1 - Rauramaa, Rainer A1 - Samani, Nilesh J A1 - Scott, James A1 - Shu, Xiao-Ou A1 - van der Harst, Pim A1 - Wagenknecht, Lynne E A1 - Wang, Ya Xing A1 - Wareham, Nicholas J A1 - Watkins, Hugh A1 - Weir, David R A1 - Wickremasinghe, Ananda R A1 - Zheng, Wei A1 - Elliott, Paul A1 - North, Kari E A1 - Bouchard, Claude A1 - Evans, Michele K A1 - Gudnason, Vilmundur A1 - Liu, Ching-Ti A1 - Liu, Yongmei A1 - Psaty, Bruce M A1 - Ridker, Paul M A1 - van Dam, Rob M A1 - Kardia, Sharon L R A1 - Zhu, Xiaofeng A1 - Rotimi, Charles N A1 - Mook-Kanamori, Dennis O A1 - Fornage, Myriam A1 - Kelly, Tanika N A1 - Fox, Ervin R A1 - Hayward, Caroline A1 - van Duijn, Cornelia M A1 - Tai, E Shyong A1 - Wong, Tien Yin A1 - Liu, Jingmin A1 - Rotter, Jerome I A1 - Gauderman, W James A1 - Province, Michael A A1 - Munroe, Patricia B A1 - Rice, Kenneth A1 - Chasman, Daniel I A1 - Cupples, L Adrienne A1 - Rao, Dabeeru C A1 - Morrison, Alanna C AB -

An 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.

ER - TY - JOUR T1 - Multi-ancestry genome-wide gene-smoking interaction study of 387,272 individuals identifies new loci associated with serum lipids. JF - Nat Genet Y1 - 2019 A1 - Bentley, Amy R A1 - Sung, Yun J A1 - Brown, Michael R A1 - Winkler, Thomas W A1 - Kraja, Aldi T A1 - Ntalla, Ioanna A1 - Schwander, Karen A1 - Chasman, Daniel I A1 - Lim, Elise A1 - Deng, Xuan A1 - Guo, Xiuqing A1 - Liu, Jingmin A1 - Lu, Yingchang A1 - Cheng, Ching-Yu A1 - Sim, Xueling A1 - Vojinovic, Dina A1 - Huffman, Jennifer E A1 - Musani, Solomon K A1 - Li, Changwei A1 - Feitosa, Mary F A1 - Richard, Melissa A A1 - Noordam, Raymond A1 - Baker, Jenna A1 - Chen, Guanjie A1 - Aschard, Hugues A1 - Bartz, Traci M A1 - Ding, Jingzhong A1 - Dorajoo, Rajkumar A1 - Manning, Alisa K A1 - Rankinen, Tuomo A1 - Smith, Albert V A1 - Tajuddin, Salman M A1 - Zhao, Wei A1 - Graff, Mariaelisa A1 - Alver, Maris A1 - Boissel, Mathilde A1 - Chai, Jin Fang A1 - Chen, Xu A1 - Divers, Jasmin A1 - Evangelou, Evangelos A1 - Gao, Chuan A1 - Goel, Anuj A1 - Hagemeijer, Yanick A1 - Harris, Sarah E A1 - Hartwig, Fernando P A1 - He, Meian A1 - Horimoto, Andrea R V R A1 - Hsu, Fang-Chi A1 - Hung, Yi-Jen A1 - Jackson, Anne U A1 - Kasturiratne, Anuradhani A1 - Komulainen, Pirjo A1 - Kuhnel, Brigitte A1 - Leander, Karin A1 - Lin, Keng-Hung A1 - Luan, Jian'an A1 - Lyytikäinen, Leo-Pekka A1 - Matoba, Nana A1 - Nolte, Ilja M A1 - Pietzner, Maik A1 - Prins, Bram A1 - Riaz, Muhammad A1 - Robino, Antonietta A1 - Said, M Abdullah A1 - Schupf, Nicole A1 - Scott, Robert A A1 - Sofer, Tamar A1 - Stančáková, Alena A1 - Takeuchi, Fumihiko A1 - Tayo, Bamidele O A1 - van der Most, Peter J A1 - Varga, Tibor V A1 - Wang, Tzung-Dau A1 - Wang, Yajuan A1 - Ware, Erin B A1 - Wen, Wanqing A1 - Xiang, Yong-Bing A1 - Yanek, Lisa R A1 - Zhang, Weihua A1 - Zhao, Jing Hua A1 - Adeyemo, Adebowale A1 - Afaq, Saima A1 - Amin, Najaf A1 - Amini, Marzyeh A1 - Arking, Dan E A1 - Arzumanyan, Zorayr A1 - Aung, Tin A1 - Ballantyne, Christie A1 - Barr, R Graham A1 - Bielak, Lawrence F A1 - Boerwinkle, Eric A1 - Bottinger, Erwin P A1 - Broeckel, Ulrich A1 - Brown, Morris A1 - Cade, Brian E A1 - Campbell, Archie A1 - Canouil, Mickaël A1 - Charumathi, Sabanayagam A1 - Chen, Yii-Der Ida A1 - Christensen, Kaare A1 - Concas, Maria Pina A1 - Connell, John M A1 - de Las Fuentes, Lisa A1 - de Silva, H Janaka A1 - de Vries, Paul S A1 - Doumatey, Ayo A1 - Duan, Qing A1 - Eaton, Charles B A1 - Eppinga, Ruben N A1 - Faul, Jessica D A1 - Floyd, James S A1 - Forouhi, Nita G A1 - Forrester, Terrence A1 - Friedlander, Yechiel A1 - Gandin, Ilaria A1 - Gao, He A1 - Ghanbari, Mohsen A1 - Gharib, Sina A A1 - Gigante, Bruna A1 - Giulianini, Franco A1 - Grabe, Hans J A1 - Gu, C Charles A1 - Harris, Tamara B A1 - Heikkinen, Sami A1 - Heng, Chew-Kiat A1 - Hirata, Makoto A1 - Hixson, James E A1 - Ikram, M Arfan A1 - Jia, Yucheng A1 - Joehanes, Roby A1 - Johnson, Craig A1 - Jonas, Jost Bruno A1 - Justice, Anne E A1 - Katsuya, Tomohiro A1 - Khor, Chiea Chuen A1 - Kilpeläinen, Tuomas O A1 - Koh, Woon-Puay A1 - Kolcic, Ivana A1 - Kooperberg, Charles A1 - Krieger, Jose E A1 - Kritchevsky, Stephen B A1 - Kubo, Michiaki A1 - Kuusisto, Johanna A1 - Lakka, Timo A A1 - Langefeld, Carl D A1 - Langenberg, Claudia A1 - Launer, Lenore J A1 - Lehne, Benjamin A1 - Lewis, Cora E A1 - Li, Yize A1 - Liang, Jingjing A1 - Lin, Shiow A1 - Liu, Ching-Ti A1 - Liu, Jianjun A1 - Liu, Kiang A1 - Loh, Marie A1 - Lohman, Kurt K A1 - Louie, Tin A1 - Luzzi, Anna A1 - Mägi, Reedik A1 - Mahajan, Anubha A1 - Manichaikul, Ani W A1 - McKenzie, Colin A A1 - Meitinger, Thomas A1 - Metspalu, Andres A1 - Milaneschi, Yuri A1 - Milani, Lili A1 - Mohlke, Karen L A1 - Momozawa, Yukihide A1 - Morris, Andrew P A1 - Murray, Alison D A1 - Nalls, Mike A A1 - Nauck, Matthias A1 - Nelson, Christopher P A1 - North, Kari E A1 - O'Connell, Jeffrey R A1 - Palmer, Nicholette D A1 - Papanicolau, George J A1 - Pedersen, Nancy L A1 - Peters, Annette A1 - Peyser, Patricia A A1 - Polasek, Ozren A1 - Poulter, Neil A1 - Raitakari, Olli T A1 - Reiner, Alex P A1 - Renstrom, Frida A1 - Rice, Treva K A1 - Rich, Stephen S A1 - Robinson, Jennifer G A1 - Rose, Lynda M A1 - Rosendaal, Frits R A1 - Rudan, Igor A1 - Schmidt, Carsten O A1 - Schreiner, Pamela J A1 - Scott, William R A1 - Sever, Peter A1 - Shi, Yuan A1 - Sidney, Stephen A1 - Sims, Mario A1 - Smith, Jennifer A A1 - Snieder, Harold A1 - Starr, John M A1 - Strauch, Konstantin A1 - Stringham, Heather M A1 - Tan, Nicholas Y Q A1 - Tang, Hua A1 - Taylor, Kent D A1 - Teo, Yik Ying A1 - Tham, Yih Chung A1 - Tiemeier, Henning A1 - Turner, Stephen T A1 - Uitterlinden, André G A1 - van Heemst, Diana A1 - Waldenberger, Melanie A1 - Wang, Heming A1 - Wang, Lan A1 - Wang, Lihua A1 - Wei, Wen Bin A1 - Williams, Christine A A1 - Wilson, Gregory A1 - Wojczynski, Mary K A1 - Yao, Jie A1 - Young, Kristin A1 - Yu, Caizheng A1 - Yuan, Jian-Min A1 - Zhou, Jie A1 - Zonderman, Alan B A1 - Becker, Diane M A1 - Boehnke, Michael A1 - Bowden, Donald W A1 - Chambers, John C A1 - Cooper, Richard S A1 - de Faire, Ulf A1 - Deary, Ian J A1 - Elliott, Paul A1 - Esko, Tõnu A1 - Farrall, Martin A1 - Franks, Paul W A1 - Freedman, Barry I A1 - Froguel, Philippe A1 - Gasparini, Paolo A1 - Gieger, Christian A1 - Horta, Bernardo L A1 - Juang, Jyh-Ming Jimmy A1 - Kamatani, Yoichiro A1 - Kammerer, Candace M A1 - Kato, Norihiro A1 - Kooner, Jaspal S A1 - Laakso, Markku A1 - Laurie, Cathy C A1 - Lee, I-Te A1 - Lehtimäki, Terho A1 - Magnusson, Patrik K E A1 - Oldehinkel, Albertine J A1 - Penninx, Brenda W J H A1 - Pereira, Alexandre C A1 - Rauramaa, Rainer A1 - Redline, Susan A1 - Samani, Nilesh J A1 - Scott, James A1 - Shu, Xiao-Ou A1 - van der Harst, Pim A1 - Wagenknecht, Lynne E A1 - Wang, Jun-Sing A1 - Wang, Ya Xing A1 - Wareham, Nicholas J A1 - Watkins, Hugh A1 - Weir, David R A1 - Wickremasinghe, Ananda R A1 - Wu, Tangchun A1 - Zeggini, Eleftheria A1 - Zheng, Wei A1 - Bouchard, Claude A1 - Evans, Michele K A1 - Gudnason, Vilmundur A1 - Kardia, Sharon L R A1 - Liu, Yongmei A1 - Psaty, Bruce M A1 - Ridker, Paul M A1 - van Dam, Rob M A1 - Mook-Kanamori, Dennis O A1 - Fornage, Myriam A1 - Province, Michael A A1 - Kelly, Tanika N A1 - Fox, Ervin R A1 - Hayward, Caroline A1 - van Duijn, Cornelia M A1 - Tai, E Shyong A1 - Wong, Tien Yin A1 - Loos, Ruth J F A1 - Franceschini, Nora A1 - Rotter, Jerome I A1 - Zhu, Xiaofeng A1 - Bierut, Laura J A1 - Gauderman, W James A1 - Rice, Kenneth A1 - Munroe, Patricia B A1 - Morrison, Alanna C A1 - Rao, Dabeeru C A1 - Rotimi, Charles N A1 - Cupples, L Adrienne AB -

The 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.

VL - 51 IS - 4 ER - TY - JOUR T1 - Multi-ancestry sleep-by-SNP interaction analysis in 126,926 individuals reveals lipid loci stratified by sleep duration. JF - Nat Commun Y1 - 2019 A1 - Noordam, Raymond A1 - Bos, Maxime M A1 - Wang, Heming A1 - Winkler, Thomas W A1 - Bentley, Amy R A1 - Kilpeläinen, Tuomas O A1 - de Vries, Paul S A1 - Sung, Yun Ju A1 - Schwander, Karen A1 - Cade, Brian E A1 - Manning, Alisa A1 - Aschard, Hugues A1 - Brown, Michael R A1 - Chen, Han A1 - Franceschini, Nora A1 - Musani, Solomon K A1 - Richard, Melissa A1 - Vojinovic, Dina A1 - Aslibekyan, Stella A1 - Bartz, Traci M A1 - de Las Fuentes, Lisa A1 - Feitosa, Mary A1 - Horimoto, Andrea R A1 - Ilkov, Marjan A1 - Kho, Minjung A1 - Kraja, Aldi A1 - Li, Changwei A1 - Lim, Elise A1 - Liu, Yongmei A1 - Mook-Kanamori, Dennis O A1 - Rankinen, Tuomo A1 - Tajuddin, Salman M A1 - van der Spek, Ashley A1 - Wang, Zhe A1 - Marten, Jonathan A1 - Laville, Vincent A1 - Alver, Maris A1 - Evangelou, Evangelos A1 - Graff, Maria E A1 - He, Meian A1 - Kuhnel, Brigitte A1 - Lyytikäinen, Leo-Pekka A1 - Marques-Vidal, Pedro A1 - Nolte, Ilja M A1 - Palmer, Nicholette D A1 - Rauramaa, Rainer A1 - Shu, Xiao-Ou A1 - Snieder, Harold A1 - Weiss, Stefan A1 - Wen, Wanqing A1 - Yanek, Lisa R A1 - Adolfo, Correa A1 - Ballantyne, Christie A1 - Bielak, Larry A1 - Biermasz, Nienke R A1 - Boerwinkle, Eric A1 - Dimou, Niki A1 - Eiriksdottir, Gudny A1 - Gao, Chuan A1 - Gharib, Sina A A1 - Gottlieb, Daniel J A1 - Haba-Rubio, José A1 - Harris, Tamara B A1 - Heikkinen, Sami A1 - Heinzer, Raphael A1 - Hixson, James E A1 - Homuth, Georg A1 - Ikram, M Arfan A1 - Komulainen, Pirjo A1 - Krieger, Jose E A1 - Lee, Jiwon A1 - Liu, Jingmin A1 - Lohman, Kurt K A1 - Luik, Annemarie I A1 - Mägi, Reedik A1 - Martin, Lisa W A1 - Meitinger, Thomas A1 - Metspalu, Andres A1 - Milaneschi, Yuri A1 - Nalls, Mike A A1 - O'Connell, Jeff A1 - Peters, Annette A1 - Peyser, Patricia A1 - Raitakari, Olli T A1 - Reiner, Alex P A1 - Rensen, Patrick C N A1 - Rice, Treva K A1 - Rich, Stephen S A1 - Roenneberg, Till A1 - Rotter, Jerome I A1 - Schreiner, Pamela J A1 - Shikany, James A1 - Sidney, Stephen S A1 - Sims, Mario A1 - Sitlani, Colleen M A1 - Sofer, Tamar A1 - Strauch, Konstantin A1 - Swertz, Morris A A1 - Taylor, Kent D A1 - Uitterlinden, André G A1 - van Duijn, Cornelia M A1 - Völzke, Henry A1 - Waldenberger, Melanie A1 - Wallance, Robert B A1 - van Dijk, Ko Willems A1 - Yu, Caizheng A1 - Zonderman, Alan B A1 - Becker, Diane M A1 - Elliott, Paul A1 - Esko, Tõnu A1 - Gieger, Christian A1 - Grabe, Hans J A1 - Lakka, Timo A A1 - Lehtimäki, Terho A1 - North, Kari E A1 - Penninx, Brenda W J H A1 - Vollenweider, Peter A1 - Wagenknecht, Lynne E A1 - Wu, Tangchun A1 - Xiang, Yong-Bing A1 - Zheng, Wei A1 - Arnett, Donna K A1 - Bouchard, Claude A1 - Evans, Michele K A1 - Gudnason, Vilmundur A1 - Kardia, Sharon A1 - Kelly, Tanika N A1 - Kritchevsky, Stephen B A1 - Loos, Ruth J F A1 - Pereira, Alexandre C A1 - Province, Mike A1 - Psaty, Bruce M A1 - Rotimi, Charles A1 - Zhu, Xiaofeng A1 - Amin, Najaf A1 - Cupples, L Adrienne A1 - Fornage, Myriam A1 - Fox, Ervin F A1 - Guo, Xiuqing A1 - Gauderman, W James A1 - Rice, Kenneth A1 - Kooperberg, Charles A1 - Munroe, Patricia B A1 - Liu, Ching-Ti A1 - Morrison, Alanna C A1 - Rao, Dabeeru C A1 - van Heemst, Diana A1 - Redline, Susan AB -

Both 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.

VL - 10 IS - 1 ER - TY - JOUR T1 - Gene-educational attainment interactions in a multi-ancestry genome-wide meta-analysis identify novel blood pressure loci. JF - Mol Psychiatry Y1 - 2020 A1 - de Las Fuentes, Lisa A1 - Sung, Yun Ju A1 - Noordam, Raymond A1 - Winkler, Thomas A1 - Feitosa, Mary F A1 - Schwander, Karen A1 - Bentley, Amy R A1 - Brown, Michael R A1 - Guo, Xiuqing A1 - Manning, Alisa A1 - Chasman, Daniel I A1 - Aschard, Hugues A1 - Bartz, Traci M A1 - Bielak, Lawrence F A1 - Campbell, Archie A1 - Cheng, Ching-Yu A1 - Dorajoo, Rajkumar A1 - Hartwig, Fernando P A1 - Horimoto, A R V R A1 - Li, Changwei A1 - Li-Gao, Ruifang A1 - Liu, Yongmei A1 - Marten, Jonathan A1 - Musani, Solomon K A1 - Ntalla, Ioanna A1 - Rankinen, Tuomo A1 - Richard, Melissa A1 - Sim, Xueling A1 - Smith, Albert V A1 - Tajuddin, Salman M A1 - Tayo, Bamidele O A1 - Vojinovic, Dina A1 - Warren, Helen R A1 - Xuan, Deng A1 - Alver, Maris A1 - Boissel, Mathilde A1 - Chai, Jin-Fang A1 - Chen, Xu A1 - Christensen, Kaare A1 - Divers, Jasmin A1 - Evangelou, Evangelos A1 - Gao, Chuan A1 - Girotto, Giorgia A1 - Harris, Sarah E A1 - He, Meian A1 - Hsu, Fang-Chi A1 - Kuhnel, Brigitte A1 - Laguzzi, Federica A1 - Li, Xiaoyin A1 - Lyytikäinen, Leo-Pekka A1 - Nolte, Ilja M A1 - Poveda, Alaitz A1 - Rauramaa, Rainer A1 - Riaz, Muhammad A1 - Rueedi, Rico A1 - Shu, Xiao-Ou A1 - Snieder, Harold A1 - Sofer, Tamar A1 - Takeuchi, Fumihiko A1 - Verweij, Niek A1 - Ware, Erin B A1 - Weiss, Stefan A1 - Yanek, Lisa R A1 - Amin, Najaf A1 - Arking, Dan E A1 - Arnett, Donna K A1 - Bergmann, Sven A1 - Boerwinkle, Eric A1 - Brody, Jennifer A A1 - Broeckel, Ulrich A1 - Brumat, Marco A1 - Burke, Gregory A1 - Cabrera, Claudia P A1 - Canouil, Mickaël A1 - Chee, Miao Li A1 - Chen, Yii-Der Ida A1 - Cocca, Massimiliano A1 - Connell, John A1 - de Silva, H Janaka A1 - de Vries, Paul S A1 - Eiriksdottir, Gudny A1 - Faul, Jessica D A1 - Fisher, Virginia A1 - Forrester, Terrence A1 - Fox, Ervin F A1 - Friedlander, Yechiel A1 - Gao, He A1 - Gigante, Bruna A1 - Giulianini, Franco A1 - Gu, Chi Charles A1 - Gu, Dongfeng A1 - Harris, Tamara B A1 - He, Jiang A1 - Heikkinen, Sami A1 - Heng, Chew-Kiat A1 - Hunt, Steven A1 - Ikram, M Arfan A1 - Irvin, Marguerite R A1 - Kähönen, Mika A1 - Kavousi, Maryam A1 - Khor, Chiea Chuen A1 - Kilpeläinen, Tuomas O A1 - Koh, Woon-Puay A1 - Komulainen, Pirjo A1 - Kraja, Aldi T A1 - Krieger, J E A1 - Langefeld, Carl D A1 - Li, Yize A1 - Liang, Jingjing A1 - Liewald, David C M A1 - Liu, Ching-Ti A1 - Liu, Jianjun A1 - Lohman, Kurt K A1 - Mägi, Reedik A1 - McKenzie, Colin A A1 - Meitinger, Thomas A1 - Metspalu, Andres A1 - Milaneschi, Yuri A1 - Milani, Lili A1 - Mook-Kanamori, Dennis O A1 - Nalls, Mike A A1 - Nelson, Christopher P A1 - Norris, Jill M A1 - O'Connell, Jeff A1 - Ogunniyi, Adesola A1 - Padmanabhan, Sandosh A1 - Palmer, Nicholette D A1 - Pedersen, Nancy L A1 - Perls, Thomas A1 - Peters, Annette A1 - Petersmann, Astrid A1 - Peyser, Patricia A A1 - Polasek, Ozren A1 - Porteous, David J A1 - Raffel, Leslie J A1 - Rice, Treva K A1 - Rotter, Jerome I A1 - Rudan, Igor A1 - Rueda-Ochoa, Oscar-Leonel A1 - Sabanayagam, Charumathi A1 - Salako, Babatunde L A1 - Schreiner, Pamela J A1 - Shikany, James M A1 - Sidney, Stephen S A1 - Sims, Mario A1 - Sitlani, Colleen M A1 - Smith, Jennifer A A1 - Starr, John M A1 - Strauch, Konstantin A1 - Swertz, Morris A A1 - Teumer, Alexander A1 - Tham, Yih Chung A1 - Uitterlinden, André G A1 - Vaidya, Dhananjay A1 - van der Ende, M Yldau A1 - Waldenberger, Melanie A1 - Wang, Lihua A1 - Wang, Ya-Xing A1 - Wei, Wen-Bin A1 - Weir, David R A1 - Wen, Wanqing A1 - Yao, Jie A1 - Yu, Bing A1 - Yu, Caizheng A1 - Yuan, Jian-Min A1 - Zhao, Wei A1 - Zonderman, Alan B A1 - Becker, Diane M A1 - Bowden, Donald W A1 - Deary, Ian J A1 - Dörr, Marcus A1 - Esko, Tõnu A1 - Freedman, Barry I A1 - Froguel, Philippe A1 - Gasparini, Paolo A1 - Gieger, Christian A1 - Jonas, Jost Bruno A1 - Kammerer, Candace M A1 - Kato, Norihiro A1 - Lakka, Timo A A1 - Leander, Karin A1 - Lehtimäki, Terho A1 - Magnusson, Patrik K E A1 - Marques-Vidal, Pedro A1 - Penninx, Brenda W J H A1 - Samani, Nilesh J A1 - van der Harst, Pim A1 - Wagenknecht, Lynne E A1 - Wu, Tangchun A1 - Zheng, Wei A1 - Zhu, Xiaofeng A1 - Bouchard, Claude A1 - Cooper, Richard S A1 - Correa, Adolfo A1 - Evans, Michele K A1 - Gudnason, Vilmundur A1 - Hayward, Caroline A1 - Horta, Bernardo L A1 - Kelly, Tanika N A1 - Kritchevsky, Stephen B A1 - Levy, Daniel A1 - Palmas, Walter R A1 - Pereira, A C A1 - Province, Michael M A1 - Psaty, Bruce M A1 - Ridker, Paul M A1 - Rotimi, Charles N A1 - Tai, E Shyong A1 - van Dam, Rob M A1 - van Duijn, Cornelia M A1 - Wong, Tien Yin A1 - Rice, Kenneth A1 - Gauderman, W James A1 - Morrison, Alanna C A1 - North, Kari E A1 - Kardia, Sharon L R A1 - Caulfield, Mark J A1 - Elliott, Paul A1 - Munroe, Patricia B A1 - Franks, Paul W A1 - Rao, Dabeeru C A1 - Fornage, Myriam AB -

Educational 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.

ER - TY - JOUR T1 - Multi-ancestry genome-wide gene-sleep interactions identify novel loci for blood pressure. JF - Mol Psychiatry Y1 - 2021 A1 - Wang, Heming A1 - Noordam, Raymond A1 - Cade, Brian E A1 - Schwander, Karen A1 - Winkler, Thomas W A1 - Lee, Jiwon A1 - Sung, Yun Ju A1 - Bentley, Amy R A1 - Manning, Alisa K A1 - Aschard, Hugues A1 - Kilpeläinen, Tuomas O A1 - Ilkov, Marjan A1 - Brown, Michael R A1 - Horimoto, Andrea R A1 - Richard, Melissa A1 - Bartz, Traci M A1 - Vojinovic, Dina A1 - Lim, Elise A1 - Nierenberg, Jovia L A1 - Liu, Yongmei A1 - Chitrala, Kumaraswamynaidu A1 - Rankinen, Tuomo A1 - Musani, Solomon K A1 - Franceschini, Nora A1 - Rauramaa, Rainer A1 - Alver, Maris A1 - Zee, Phyllis C A1 - Harris, Sarah E A1 - van der Most, Peter J A1 - Nolte, Ilja M A1 - Munroe, Patricia B A1 - Palmer, Nicholette D A1 - Kuhnel, Brigitte A1 - Weiss, Stefan A1 - Wen, Wanqing A1 - Hall, Kelly A A1 - Lyytikäinen, Leo-Pekka A1 - O'Connell, Jeff A1 - Eiriksdottir, Gudny A1 - Launer, Lenore J A1 - de Vries, Paul S A1 - Arking, Dan E A1 - Chen, Han A1 - Boerwinkle, Eric A1 - Krieger, Jose E A1 - Schreiner, Pamela J A1 - Sidney, Stephen A1 - Shikany, James M A1 - Rice, Kenneth A1 - Chen, Yii-Der Ida A1 - Gharib, Sina A A1 - Bis, Joshua C A1 - Luik, Annemarie I A1 - Ikram, M Arfan A1 - Uitterlinden, André G A1 - Amin, Najaf A1 - Xu, Hanfei A1 - Levy, Daniel A1 - He, Jiang A1 - Lohman, Kurt K A1 - Zonderman, Alan B A1 - Rice, Treva K A1 - Sims, Mario A1 - Wilson, Gregory A1 - Sofer, Tamar A1 - Rich, Stephen S A1 - Palmas, Walter A1 - Yao, Jie A1 - Guo, Xiuqing A1 - Rotter, Jerome I A1 - Biermasz, Nienke R A1 - Mook-Kanamori, Dennis O A1 - Martin, Lisa W A1 - Barac, Ana A1 - Wallace, Robert B A1 - Gottlieb, Daniel J A1 - Komulainen, Pirjo A1 - Heikkinen, Sami A1 - Mägi, Reedik A1 - Milani, Lili A1 - Metspalu, Andres A1 - Starr, John M A1 - Milaneschi, Yuri A1 - Waken, R J A1 - Gao, Chuan A1 - Waldenberger, Melanie A1 - Peters, Annette A1 - Strauch, Konstantin A1 - Meitinger, Thomas A1 - Roenneberg, Till A1 - Völker, Uwe A1 - Dörr, Marcus A1 - Shu, Xiao-Ou A1 - Mukherjee, Sutapa A1 - Hillman, David R A1 - Kähönen, Mika A1 - Wagenknecht, Lynne E A1 - Gieger, Christian A1 - Grabe, Hans J A1 - Zheng, Wei A1 - Palmer, Lyle J A1 - Lehtimäki, Terho A1 - Gudnason, Vilmundur A1 - Morrison, Alanna C A1 - Pereira, Alexandre C A1 - Fornage, Myriam A1 - Psaty, Bruce M A1 - van Duijn, Cornelia M A1 - Liu, Ching-Ti A1 - Kelly, Tanika N A1 - Evans, Michele K A1 - Bouchard, Claude A1 - Fox, Ervin R A1 - Kooperberg, Charles A1 - Zhu, Xiaofeng A1 - Lakka, Timo A A1 - Esko, Tõnu A1 - North, Kari E A1 - Deary, Ian J A1 - Snieder, Harold A1 - Penninx, Brenda W J H A1 - Gauderman, W James A1 - Rao, Dabeeru C A1 - Redline, Susan A1 - van Heemst, Diana AB -

Long 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.

ER - TY - JOUR T1 - Gene-educational attainment interactions in a multi-population genome-wide meta-analysis identify novel lipid loci. JF - Front Genet Y1 - 2023 A1 - de Las Fuentes, Lisa A1 - Schwander, Karen L A1 - Brown, Michael R A1 - Bentley, Amy R A1 - Winkler, Thomas W A1 - Sung, Yun Ju A1 - Munroe, Patricia B A1 - Miller, Clint L A1 - Aschard, Hugo A1 - Aslibekyan, Stella A1 - Bartz, Traci M A1 - Bielak, Lawrence F A1 - Chai, Jin Fang A1 - Cheng, Ching-Yu A1 - Dorajoo, Rajkumar A1 - Feitosa, Mary F A1 - Guo, Xiuqing A1 - Hartwig, Fernando P A1 - Horimoto, Andrea A1 - Kolcic, Ivana A1 - Lim, Elise A1 - Liu, Yongmei A1 - Manning, Alisa K A1 - Marten, Jonathan A1 - Musani, Solomon K A1 - Noordam, Raymond A1 - Padmanabhan, Sandosh A1 - Rankinen, Tuomo A1 - Richard, Melissa A A1 - Ridker, Paul M A1 - Smith, Albert V A1 - Vojinovic, Dina A1 - Zonderman, Alan B A1 - Alver, Maris A1 - Boissel, Mathilde A1 - Christensen, Kaare A1 - Freedman, Barry I A1 - Gao, Chuan A1 - Giulianini, Franco A1 - Harris, Sarah E A1 - He, Meian A1 - Hsu, Fang-Chi A1 - Kuhnel, Brigitte A1 - Laguzzi, Federica A1 - Li, Xiaoyin A1 - Lyytikäinen, Leo-Pekka A1 - Nolte, Ilja M A1 - Poveda, Alaitz A1 - Rauramaa, Rainer A1 - Riaz, Muhammad A1 - Robino, Antonietta A1 - Sofer, Tamar A1 - Takeuchi, Fumihiko A1 - Tayo, Bamidele O A1 - van der Most, Peter J A1 - Verweij, Niek A1 - Ware, Erin B A1 - Weiss, Stefan A1 - Wen, Wanqing A1 - Yanek, Lisa R A1 - Zhan, Yiqiang A1 - Amin, Najaf A1 - Arking, Dan E A1 - Ballantyne, Christie A1 - Boerwinkle, Eric A1 - Brody, Jennifer A A1 - Broeckel, Ulrich A1 - Campbell, Archie A1 - Canouil, Mickaël A1 - Chai, Xiaoran A1 - Chen, Yii-Der Ida A1 - Chen, Xu A1 - Chitrala, Kumaraswamy Naidu A1 - Concas, Maria Pina A1 - de Faire, Ulf A1 - de Mutsert, Renée A1 - de Silva, H Janaka A1 - de Vries, Paul S A1 - Do, Ahn A1 - Faul, Jessica D A1 - Fisher, Virginia A1 - Floyd, James S A1 - Forrester, Terrence A1 - Friedlander, Yechiel A1 - Girotto, Giorgia A1 - Gu, C Charles A1 - Hallmans, Göran A1 - Heikkinen, Sami A1 - Heng, Chew-Kiat A1 - Homuth, Georg A1 - Hunt, Steven A1 - Ikram, M Arfan A1 - Jacobs, David R A1 - Kavousi, Maryam A1 - Khor, Chiea Chuen A1 - Kilpeläinen, Tuomas O A1 - Koh, Woon-Puay A1 - Komulainen, Pirjo A1 - Langefeld, Carl D A1 - Liang, Jingjing A1 - Liu, Kiang A1 - Liu, Jianjun A1 - Lohman, Kurt A1 - Mägi, Reedik A1 - Manichaikul, Ani W A1 - McKenzie, Colin A A1 - Meitinger, Thomas A1 - Milaneschi, Yuri A1 - Nauck, Matthias A1 - Nelson, Christopher P A1 - O'Connell, Jeffrey R A1 - Palmer, Nicholette D A1 - Pereira, Alexandre C A1 - Perls, Thomas A1 - Peters, Annette A1 - Polasek, Ozren A1 - Raitakari, Olli T A1 - Rice, Kenneth A1 - Rice, Treva K A1 - Rich, Stephen S A1 - Sabanayagam, Charumathi A1 - Schreiner, Pamela J A1 - Shu, Xiao-Ou A1 - Sidney, Stephen A1 - Sims, Mario A1 - Smith, Jennifer A A1 - Starr, John M A1 - Strauch, Konstantin A1 - Tai, E Shyong A1 - Taylor, Kent D A1 - Tsai, Michael Y A1 - Uitterlinden, André G A1 - van Heemst, Diana A1 - Waldenberger, Melanie A1 - Wang, Ya-Xing A1 - Wei, Wen-Bin A1 - Wilson, Gregory A1 - Xuan, Deng A1 - Yao, Jie A1 - Yu, Caizheng A1 - Yuan, Jian-Min A1 - Zhao, Wei A1 - Becker, Diane M A1 - Bonnefond, Amélie A1 - Bowden, Donald W A1 - Cooper, Richard S A1 - Deary, Ian J A1 - Divers, Jasmin A1 - Esko, Tõnu A1 - Franks, Paul W A1 - Froguel, Philippe A1 - Gieger, Christian A1 - Jonas, Jost B A1 - Kato, Norihiro A1 - Lakka, Timo A A1 - Leander, Karin A1 - Lehtimäki, Terho A1 - Magnusson, Patrik K E A1 - North, Kari E A1 - Ntalla, Ioanna A1 - Penninx, Brenda A1 - Samani, Nilesh J A1 - Snieder, Harold A1 - Spedicati, Beatrice A1 - van der Harst, Pim A1 - Völzke, Henry A1 - Wagenknecht, Lynne E A1 - Weir, David R A1 - Wojczynski, Mary K A1 - Wu, Tangchun A1 - Zheng, Wei A1 - Zhu, Xiaofeng A1 - Bouchard, Claude A1 - Chasman, Daniel I A1 - Evans, Michele K A1 - Fox, Ervin R A1 - Gudnason, Vilmundur A1 - Hayward, Caroline A1 - Horta, Bernardo L A1 - Kardia, Sharon L R A1 - Krieger, Jose Eduardo A1 - Mook-Kanamori, Dennis O A1 - Peyser, Patricia A A1 - Province, Michael M A1 - Psaty, Bruce M A1 - Rudan, Igor A1 - Sim, Xueling A1 - Smith, Blair H A1 - van Dam, Rob M A1 - van Duijn, Cornelia M A1 - Wong, Tien Yin A1 - Arnett, Donna K A1 - Rao, Dabeeru C A1 - Gauderman, James A1 - Liu, Ching-Ti A1 - Morrison, Alanna C A1 - Rotter, Jerome I A1 - Fornage, Myriam AB -

Educational 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.

VL - 14 ER -