TY - JOUR T1 - Genome-wide association and functional follow-up reveals new loci for kidney function. JF - PLoS Genet Y1 - 2012 A1 - Pattaro, Cristian A1 - Köttgen, Anna A1 - Teumer, Alexander A1 - Garnaas, Maija A1 - Böger, Carsten A A1 - Fuchsberger, Christian A1 - Olden, Matthias A1 - Chen, Ming-Huei A1 - Tin, Adrienne A1 - Taliun, Daniel A1 - Li, Man A1 - Gao, Xiaoyi A1 - Gorski, Mathias A1 - Yang, Qiong A1 - Hundertmark, Claudia A1 - Foster, Meredith C A1 - O'Seaghdha, Conall M A1 - Glazer, Nicole A1 - Isaacs, Aaron A1 - Liu, Ching-Ti A1 - Smith, Albert V A1 - O'Connell, Jeffrey R A1 - Struchalin, Maksim A1 - Tanaka, Toshiko A1 - Li, Guo A1 - Johnson, Andrew D A1 - Gierman, Hinco J A1 - Feitosa, Mary A1 - Hwang, Shih-Jen A1 - Atkinson, Elizabeth J A1 - Lohman, Kurt A1 - Cornelis, Marilyn C A1 - Johansson, Asa A1 - Tönjes, Anke A1 - Dehghan, Abbas A1 - Chouraki, Vincent A1 - Holliday, Elizabeth G A1 - Sorice, Rossella A1 - Kutalik, Zoltán A1 - Lehtimäki, Terho A1 - Esko, Tõnu A1 - Deshmukh, Harshal A1 - Ulivi, Sheila A1 - Chu, Audrey Y A1 - Murgia, Federico A1 - Trompet, Stella A1 - Imboden, Medea A1 - Kollerits, Barbara A1 - Pistis, Giorgio A1 - Harris, Tamara B A1 - Launer, Lenore J A1 - Aspelund, Thor A1 - Eiriksdottir, Gudny A1 - Mitchell, Braxton D A1 - Boerwinkle, Eric A1 - Schmidt, Helena A1 - Cavalieri, Margherita A1 - Rao, Madhumathi A1 - Hu, Frank B A1 - Demirkan, Ayse A1 - Oostra, Ben A A1 - de Andrade, Mariza A1 - Turner, Stephen T A1 - Ding, Jingzhong A1 - Andrews, Jeanette S A1 - Freedman, Barry I A1 - Koenig, Wolfgang A1 - Illig, Thomas A1 - Döring, Angela A1 - Wichmann, H-Erich A1 - Kolcic, Ivana A1 - Zemunik, Tatijana A1 - Boban, Mladen A1 - Minelli, Cosetta A1 - Wheeler, Heather E A1 - Igl, Wilmar A1 - Zaboli, Ghazal A1 - Wild, Sarah H A1 - Wright, Alan F A1 - Campbell, Harry A1 - Ellinghaus, David A1 - Nöthlings, Ute A1 - Jacobs, Gunnar A1 - Biffar, Reiner A1 - Endlich, Karlhans A1 - Ernst, Florian A1 - Homuth, Georg A1 - Kroemer, Heyo K A1 - Nauck, Matthias A1 - Stracke, Sylvia A1 - Völker, Uwe A1 - Völzke, Henry A1 - Kovacs, Peter A1 - Stumvoll, Michael A1 - Mägi, Reedik A1 - Hofman, Albert A1 - Uitterlinden, André G A1 - Rivadeneira, Fernando A1 - Aulchenko, Yurii S A1 - Polasek, Ozren A1 - Hastie, Nick A1 - Vitart, Veronique A1 - Helmer, Catherine A1 - Wang, Jie Jin A1 - Ruggiero, Daniela A1 - Bergmann, Sven A1 - Kähönen, Mika A1 - Viikari, Jorma A1 - Nikopensius, Tiit A1 - Province, Michael A1 - Ketkar, Shamika A1 - Colhoun, Helen A1 - Doney, Alex A1 - Robino, Antonietta A1 - Giulianini, Franco A1 - Krämer, Bernhard K A1 - Portas, Laura A1 - Ford, Ian A1 - Buckley, Brendan M A1 - Adam, Martin A1 - Thun, Gian-Andri A1 - Paulweber, Bernhard A1 - Haun, Margot A1 - Sala, Cinzia A1 - Metzger, Marie A1 - Mitchell, Paul A1 - Ciullo, Marina A1 - Kim, Stuart K A1 - Vollenweider, Peter A1 - Raitakari, Olli A1 - Metspalu, Andres A1 - Palmer, Colin A1 - Gasparini, Paolo A1 - Pirastu, Mario A1 - Jukema, J Wouter A1 - Probst-Hensch, Nicole M A1 - Kronenberg, Florian A1 - Toniolo, Daniela A1 - Gudnason, Vilmundur A1 - Shuldiner, Alan R A1 - Coresh, Josef A1 - Schmidt, Reinhold A1 - Ferrucci, Luigi A1 - Siscovick, David S A1 - van Duijn, Cornelia M A1 - Borecki, Ingrid A1 - Kardia, Sharon L R A1 - Liu, Yongmei A1 - Curhan, Gary C A1 - Rudan, Igor A1 - Gyllensten, Ulf A1 - Wilson, James F A1 - Franke, Andre A1 - Pramstaller, Peter P A1 - Rettig, Rainer A1 - Prokopenko, Inga A1 - Witteman, Jacqueline C M A1 - Hayward, Caroline A1 - Ridker, Paul A1 - Parsa, Afshin A1 - Bochud, Murielle A1 - Heid, Iris M A1 - Goessling, Wolfram A1 - Chasman, Daniel I A1 - Kao, W H Linda A1 - Fox, Caroline S KW - African Americans KW - Aged KW - Animals KW - Caspase 9 KW - Cyclin-Dependent Kinases KW - DEAD-box RNA Helicases KW - DNA Helicases KW - European Continental Ancestry Group KW - Female KW - Follow-Up Studies KW - Gene Knockdown Techniques KW - Genome-Wide Association Study KW - Glomerular Filtration Rate KW - Humans KW - Kidney KW - Kidney Failure, Chronic KW - Male KW - Middle Aged KW - Phosphoric Diester Hydrolases KW - Zebrafish AB -

Chronic kidney disease (CKD) is an important public health problem with a genetic component. We performed genome-wide association studies in up to 130,600 European ancestry participants overall, and stratified for key CKD risk factors. We uncovered 6 new loci in association with estimated glomerular filtration rate (eGFR), the primary clinical measure of CKD, in or near MPPED2, DDX1, SLC47A1, CDK12, CASP9, and INO80. Morpholino knockdown of mpped2 and casp9 in zebrafish embryos revealed podocyte and tubular abnormalities with altered dextran clearance, suggesting a role for these genes in renal function. By providing new insights into genes that regulate renal function, these results could further our understanding of the pathogenesis of CKD.

VL - 8 IS - 3 U1 - http://www.ncbi.nlm.nih.gov/pubmed/22479191?dopt=Abstract ER - TY - JOUR T1 - Common variants in Mendelian kidney disease genes and their association with renal function. JF - J Am Soc Nephrol Y1 - 2013 A1 - Parsa, Afshin A1 - Fuchsberger, Christian A1 - Köttgen, Anna A1 - O'Seaghdha, Conall M A1 - Pattaro, Cristian A1 - de Andrade, Mariza A1 - Chasman, Daniel I A1 - Teumer, Alexander A1 - Endlich, Karlhans A1 - Olden, Matthias A1 - Chen, Ming-Huei A1 - Tin, Adrienne A1 - Kim, Young J A1 - Taliun, Daniel A1 - Li, Man A1 - Feitosa, Mary A1 - Gorski, Mathias A1 - Yang, Qiong A1 - Hundertmark, Claudia A1 - Foster, Meredith C A1 - Glazer, Nicole A1 - Isaacs, Aaron A1 - Rao, Madhumathi A1 - Smith, Albert V A1 - O'Connell, Jeffrey R A1 - Struchalin, Maksim A1 - Tanaka, Toshiko A1 - Li, Guo A1 - Hwang, Shih-Jen A1 - Atkinson, Elizabeth J A1 - Lohman, Kurt A1 - Cornelis, Marilyn C A1 - Johansson, Asa A1 - Tönjes, Anke A1 - Dehghan, Abbas A1 - Couraki, Vincent A1 - Holliday, Elizabeth G A1 - Sorice, Rossella A1 - Kutalik, Zoltán A1 - Lehtimäki, Terho A1 - Esko, Tõnu A1 - Deshmukh, Harshal A1 - Ulivi, Sheila A1 - Chu, Audrey Y A1 - Murgia, Federico A1 - Trompet, Stella A1 - Imboden, Medea A1 - Kollerits, Barbara A1 - Pistis, Giorgio A1 - Harris, Tamara B A1 - Launer, Lenore J A1 - Aspelund, Thor A1 - Eiriksdottir, Gudny A1 - Mitchell, Braxton D A1 - Boerwinkle, Eric A1 - Schmidt, Helena A1 - Hofer, Edith A1 - Hu, Frank A1 - Demirkan, Ayse A1 - Oostra, Ben A A1 - Turner, Stephen T A1 - Ding, Jingzhong A1 - Andrews, Jeanette S A1 - Freedman, Barry I A1 - Giulianini, Franco A1 - Koenig, Wolfgang A1 - Illig, Thomas A1 - Döring, Angela A1 - Wichmann, H-Erich A1 - Zgaga, Lina A1 - Zemunik, Tatijana A1 - Boban, Mladen A1 - Minelli, Cosetta A1 - Wheeler, Heather E A1 - Igl, Wilmar A1 - Zaboli, Ghazal A1 - Wild, Sarah H A1 - Wright, Alan F A1 - Campbell, Harry A1 - Ellinghaus, David A1 - Nöthlings, Ute A1 - Jacobs, Gunnar A1 - Biffar, Reiner A1 - Ernst, Florian A1 - Homuth, Georg A1 - Kroemer, Heyo K A1 - Nauck, Matthias A1 - Stracke, Sylvia A1 - Völker, Uwe A1 - Völzke, Henry A1 - Kovacs, Peter A1 - Stumvoll, Michael A1 - Mägi, Reedik A1 - Hofman, Albert A1 - Uitterlinden, André G A1 - Rivadeneira, Fernando A1 - Aulchenko, Yurii S A1 - Polasek, Ozren A1 - Hastie, Nick A1 - Vitart, Veronique A1 - Helmer, Catherine A1 - Wang, Jie Jin A1 - Stengel, Bénédicte A1 - Ruggiero, Daniela A1 - Bergmann, Sven A1 - Kähönen, Mika A1 - Viikari, Jorma A1 - Nikopensius, Tiit A1 - Province, Michael A1 - Colhoun, Helen A1 - Doney, Alex A1 - Robino, Antonietta A1 - Krämer, Bernhard K A1 - Portas, Laura A1 - Ford, Ian A1 - Buckley, Brendan M A1 - Adam, Martin A1 - Thun, Gian-Andri A1 - Paulweber, Bernhard A1 - Haun, Margot A1 - Sala, Cinzia A1 - Mitchell, Paul A1 - Ciullo, Marina A1 - Vollenweider, Peter A1 - Raitakari, Olli A1 - Metspalu, Andres A1 - Palmer, Colin A1 - Gasparini, Paolo A1 - Pirastu, Mario A1 - Jukema, J Wouter A1 - Probst-Hensch, Nicole M A1 - Kronenberg, Florian A1 - Toniolo, Daniela A1 - Gudnason, Vilmundur A1 - Shuldiner, Alan R A1 - Coresh, Josef A1 - Schmidt, Reinhold A1 - Ferrucci, Luigi A1 - van Duijn, Cornelia M A1 - Borecki, Ingrid A1 - Kardia, Sharon L R A1 - Liu, Yongmei A1 - Curhan, Gary C A1 - Rudan, Igor A1 - Gyllensten, Ulf A1 - Wilson, James F A1 - Franke, Andre A1 - Pramstaller, Peter P A1 - Rettig, Rainer A1 - Prokopenko, Inga A1 - Witteman, Jacqueline A1 - Hayward, Caroline A1 - Ridker, Paul M A1 - Bochud, Murielle A1 - Heid, Iris M A1 - Siscovick, David S A1 - Fox, Caroline S A1 - Kao, W Linda A1 - Böger, Carsten A KW - Databases, Genetic KW - European Continental Ancestry Group KW - Gene Frequency KW - Genetic Variation KW - Genome-Wide Association Study KW - Humans KW - Kidney KW - Mendelian Randomization Analysis KW - Phenotype KW - Polymorphism, Single Nucleotide KW - Renal Insufficiency, Chronic AB -

Many common genetic variants identified by genome-wide association studies for complex traits map to genes previously linked to rare inherited Mendelian disorders. A systematic analysis of common single-nucleotide polymorphisms (SNPs) in genes responsible for Mendelian diseases with kidney phenotypes has not been performed. We thus developed a comprehensive database of genes for Mendelian kidney conditions and evaluated the association between common genetic variants within these genes and kidney function in the general population. Using the Online Mendelian Inheritance in Man database, we identified 731 unique disease entries related to specific renal search terms and confirmed a kidney phenotype in 218 of these entries, corresponding to mutations in 258 genes. We interrogated common SNPs (minor allele frequency >5%) within these genes for association with the estimated GFR in 74,354 European-ancestry participants from the CKDGen Consortium. However, the top four candidate SNPs (rs6433115 at LRP2, rs1050700 at TSC1, rs249942 at PALB2, and rs9827843 at ROBO2) did not achieve significance in a stage 2 meta-analysis performed in 56,246 additional independent individuals, indicating that these common SNPs are not associated with estimated GFR. The effect of less common or rare variants in these genes on kidney function in the general population and disease-specific cohorts requires further research.

VL - 24 IS - 12 U1 - http://www.ncbi.nlm.nih.gov/pubmed/24029420?dopt=Abstract ER - TY - JOUR T1 - A meta-analysis identifies new loci associated with body mass index in individuals of African ancestry. JF - Nat Genet Y1 - 2013 A1 - Monda, Keri L A1 - Chen, Gary K A1 - Taylor, Kira C A1 - Palmer, Cameron A1 - Edwards, Todd L A1 - Lange, Leslie A A1 - Ng, Maggie C Y A1 - Adeyemo, Adebowale A A1 - Allison, Matthew A A1 - Bielak, Lawrence F A1 - Chen, Guanjie A1 - Graff, Mariaelisa A1 - Irvin, Marguerite R A1 - Rhie, Suhn K A1 - Li, Guo A1 - Liu, Yongmei A1 - Liu, Youfang A1 - Lu, Yingchang A1 - Nalls, Michael A A1 - Sun, Yan V A1 - Wojczynski, Mary K A1 - Yanek, Lisa R A1 - Aldrich, Melinda C A1 - Ademola, Adeyinka A1 - Amos, Christopher I A1 - Bandera, Elisa V A1 - Bock, Cathryn H A1 - Britton, Angela A1 - Broeckel, Ulrich A1 - Cai, Quiyin A1 - Caporaso, Neil E A1 - Carlson, Chris S A1 - Carpten, John A1 - Casey, Graham A1 - Chen, Wei-Min A1 - Chen, Fang A1 - Chen, Yii-der I A1 - Chiang, Charleston W K A1 - Coetzee, Gerhard A A1 - Demerath, Ellen A1 - Deming-Halverson, Sandra L A1 - Driver, Ryan W A1 - Dubbert, Patricia A1 - Feitosa, Mary F A1 - Feng, Ye A1 - Freedman, Barry I A1 - Gillanders, Elizabeth M A1 - Gottesman, Omri A1 - Guo, Xiuqing A1 - Haritunians, Talin A1 - Harris, Tamara A1 - Harris, Curtis C A1 - Hennis, Anselm J M A1 - Hernandez, Dena G A1 - McNeill, Lorna H A1 - Howard, Timothy D A1 - Howard, Barbara V A1 - Howard, Virginia J A1 - Johnson, Karen C A1 - Kang, Sun J A1 - Keating, Brendan J A1 - Kolb, Suzanne A1 - Kuller, Lewis H A1 - Kutlar, Abdullah A1 - Langefeld, Carl D A1 - Lettre, Guillaume A1 - Lohman, Kurt A1 - Lotay, Vaneet A1 - Lyon, Helen A1 - Manson, JoAnn E A1 - Maixner, William A1 - Meng, Yan A A1 - Monroe, Kristine R A1 - Morhason-Bello, Imran A1 - Murphy, Adam B A1 - Mychaleckyj, Josyf C A1 - Nadukuru, Rajiv A1 - Nathanson, Katherine L A1 - Nayak, Uma A1 - N'diaye, Amidou A1 - Nemesure, Barbara A1 - Wu, Suh-Yuh A1 - Leske, M Cristina A1 - Neslund-Dudas, Christine A1 - Neuhouser, Marian A1 - Nyante, Sarah A1 - Ochs-Balcom, Heather A1 - Ogunniyi, Adesola A1 - Ogundiran, Temidayo O A1 - Ojengbede, Oladosu A1 - Olopade, Olufunmilayo I A1 - Palmer, Julie R A1 - Ruiz-Narvaez, Edward A A1 - Palmer, Nicholette D A1 - Press, Michael F A1 - Rampersaud, Evandine A1 - Rasmussen-Torvik, Laura J A1 - Rodriguez-Gil, Jorge L A1 - Salako, Babatunde A1 - Schadt, Eric E A1 - Schwartz, Ann G A1 - Shriner, Daniel A A1 - Siscovick, David A1 - Smith, Shad B A1 - Wassertheil-Smoller, Sylvia A1 - Speliotes, Elizabeth K A1 - Spitz, Margaret R A1 - Sucheston, Lara A1 - Taylor, Herman A1 - Tayo, Bamidele O A1 - Tucker, Margaret A A1 - Van Den Berg, David J A1 - Edwards, Digna R Velez A1 - Wang, Zhaoming A1 - Wiencke, John K A1 - Winkler, Thomas W A1 - Witte, John S A1 - Wrensch, Margaret A1 - Wu, Xifeng A1 - Yang, James J A1 - Levin, Albert M A1 - Young, Taylor R A1 - Zakai, Neil A A1 - Cushman, Mary A1 - Zanetti, Krista A A1 - Zhao, Jing Hua A1 - Zhao, Wei A1 - Zheng, Yonglan A1 - Zhou, Jie A1 - Ziegler, Regina G A1 - Zmuda, Joseph M A1 - Fernandes, Jyotika K A1 - Gilkeson, Gary S A1 - Kamen, Diane L A1 - Hunt, Kelly J A1 - Spruill, Ida J A1 - Ambrosone, Christine B A1 - Ambs, Stefan A1 - Arnett, Donna K A1 - Atwood, Larry A1 - Becker, Diane M A1 - Berndt, Sonja I A1 - Bernstein, Leslie A1 - Blot, William J A1 - Borecki, Ingrid B A1 - Bottinger, Erwin P A1 - Bowden, Donald W A1 - Burke, Gregory A1 - Chanock, Stephen J A1 - Cooper, Richard S A1 - Ding, Jingzhong A1 - Duggan, David A1 - Evans, Michele K A1 - Fox, Caroline A1 - Garvey, W Timothy A1 - Bradfield, Jonathan P A1 - Hakonarson, Hakon A1 - Grant, Struan F A A1 - Hsing, Ann A1 - Chu, Lisa A1 - Hu, Jennifer J A1 - Huo, Dezheng A1 - Ingles, Sue A A1 - John, Esther M A1 - Jordan, Joanne M A1 - Kabagambe, Edmond K A1 - Kardia, Sharon L R A1 - Kittles, Rick A A1 - Goodman, Phyllis J A1 - Klein, Eric A A1 - Kolonel, Laurence N A1 - Le Marchand, Loïc A1 - Liu, Simin A1 - McKnight, Barbara A1 - Millikan, Robert C A1 - Mosley, Thomas H A1 - Padhukasahasram, Badri A1 - Williams, L Keoki A1 - Patel, Sanjay R A1 - Peters, Ulrike A1 - Pettaway, Curtis A A1 - Peyser, Patricia A A1 - Psaty, Bruce M A1 - Redline, Susan A1 - Rotimi, Charles N A1 - Rybicki, Benjamin A A1 - Sale, Michèle M A1 - Schreiner, Pamela J A1 - Signorello, Lisa B A1 - Singleton, Andrew B A1 - Stanford, Janet L A1 - Strom, Sara S A1 - Thun, Michael J A1 - Vitolins, Mara A1 - Zheng, Wei A1 - Moore, Jason H A1 - Williams, Scott M A1 - Ketkar, Shamika A1 - Zhu, Xiaofeng A1 - Zonderman, Alan B A1 - Kooperberg, Charles A1 - Papanicolaou, George J A1 - Henderson, Brian E A1 - Reiner, Alex P A1 - Hirschhorn, Joel N A1 - Loos, Ruth J F A1 - North, Kari E A1 - Haiman, Christopher A KW - African Americans KW - Body Mass Index KW - Case-Control Studies KW - Gene Frequency KW - Genetic Loci KW - Genetic Predisposition to Disease KW - Genome-Wide Association Study KW - Humans KW - Linkage Disequilibrium KW - Obesity KW - Polymorphism, Single Nucleotide AB -

Genome-wide association studies (GWAS) have identified 36 loci associated with body mass index (BMI), predominantly in populations of European ancestry. We conducted a meta-analysis to examine the association of >3.2 million SNPs with BMI in 39,144 men and women of African ancestry and followed up the most significant associations in an additional 32,268 individuals of African ancestry. We identified one new locus at 5q33 (GALNT10, rs7708584, P = 3.4 × 10(-11)) and another at 7p15 when we included data from the GIANT consortium (MIR148A-NFE2L3, rs10261878, P = 1.2 × 10(-10)). We also found suggestive evidence of an association at a third locus at 6q16 in the African-ancestry sample (KLHL32, rs974417, P = 6.9 × 10(-8)). Thirty-two of the 36 previously established BMI variants showed directionally consistent effect estimates in our GWAS (binomial P = 9.7 × 10(-7)), five of which reached genome-wide significance. These findings provide strong support for shared BMI loci across populations, as well as for the utility of studying ancestrally diverse populations.

VL - 45 IS - 6 U1 - http://www.ncbi.nlm.nih.gov/pubmed/23583978?dopt=Abstract ER - TY - JOUR T1 - Meta-analysis of genome-wide association studies in African Americans provides insights into the genetic architecture of type 2 diabetes. JF - PLoS Genet Y1 - 2014 A1 - Ng, Maggie C Y A1 - Shriner, Daniel A1 - Chen, Brian H A1 - Li, Jiang A1 - Chen, Wei-Min A1 - Guo, Xiuqing A1 - Liu, Jiankang A1 - Bielinski, Suzette J A1 - Yanek, Lisa R A1 - Nalls, Michael A A1 - Comeau, Mary E A1 - Rasmussen-Torvik, Laura J A1 - Jensen, Richard A A1 - Evans, Daniel S A1 - Sun, Yan V A1 - An, Ping A1 - Patel, Sanjay R A1 - Lu, Yingchang A1 - Long, Jirong A1 - Armstrong, Loren L A1 - Wagenknecht, Lynne A1 - Yang, Lingyao A1 - Snively, Beverly M A1 - Palmer, Nicholette D A1 - Mudgal, Poorva A1 - Langefeld, Carl D A1 - Keene, Keith L A1 - Freedman, Barry I A1 - Mychaleckyj, Josyf C A1 - Nayak, Uma A1 - Raffel, Leslie J A1 - Goodarzi, Mark O A1 - Chen, Y-D Ida A1 - Taylor, Herman A A1 - Correa, Adolfo A1 - Sims, Mario A1 - Couper, David A1 - Pankow, James S A1 - Boerwinkle, Eric A1 - Adeyemo, Adebowale A1 - Doumatey, Ayo A1 - Chen, Guanjie A1 - Mathias, Rasika A A1 - Vaidya, Dhananjay A1 - Singleton, Andrew B A1 - Zonderman, Alan B A1 - Igo, Robert P A1 - Sedor, John R A1 - Kabagambe, Edmond K A1 - Siscovick, David S A1 - McKnight, Barbara A1 - Rice, Kenneth A1 - Liu, Yongmei A1 - Hsueh, Wen-Chi A1 - Zhao, Wei A1 - Bielak, Lawrence F A1 - Kraja, Aldi A1 - Province, Michael A A1 - Bottinger, Erwin P A1 - Gottesman, Omri A1 - Cai, Qiuyin A1 - Zheng, Wei A1 - Blot, William J A1 - Lowe, William L A1 - Pacheco, Jennifer A A1 - Crawford, Dana C A1 - Grundberg, Elin A1 - Rich, Stephen S A1 - Hayes, M Geoffrey A1 - Shu, Xiao-Ou A1 - Loos, Ruth J F A1 - Borecki, Ingrid B A1 - Peyser, Patricia A A1 - Cummings, Steven R A1 - Psaty, Bruce M A1 - Fornage, Myriam A1 - Iyengar, Sudha K A1 - Evans, Michele K A1 - Becker, Diane M A1 - Kao, W H Linda A1 - Wilson, James G A1 - Rotter, Jerome I A1 - Sale, Michèle M A1 - Liu, Simin A1 - Rotimi, Charles N A1 - Bowden, Donald W KW - African Americans KW - Diabetes Mellitus, Type 2 KW - Genome-Wide Association Study KW - HLA-B27 Antigen KW - HMGA2 Protein KW - Humans KW - KCNQ1 Potassium Channel KW - Mutant Chimeric Proteins KW - Polymorphism, Single Nucleotide KW - Transcription Factor 7-Like 2 Protein AB -

Type 2 diabetes (T2D) is more prevalent in African Americans than in Europeans. However, little is known about the genetic risk in African Americans despite the recent identification of more than 70 T2D loci primarily by genome-wide association studies (GWAS) in individuals of European ancestry. In order to investigate the genetic architecture of T2D in African Americans, the MEta-analysis of type 2 DIabetes in African Americans (MEDIA) Consortium examined 17 GWAS on T2D comprising 8,284 cases and 15,543 controls in African Americans in stage 1 analysis. Single nucleotide polymorphisms (SNPs) association analysis was conducted in each study under the additive model after adjustment for age, sex, study site, and principal components. Meta-analysis of approximately 2.6 million genotyped and imputed SNPs in all studies was conducted using an inverse variance-weighted fixed effect model. Replications were performed to follow up 21 loci in up to 6,061 cases and 5,483 controls in African Americans, and 8,130 cases and 38,987 controls of European ancestry. We identified three known loci (TCF7L2, HMGA2 and KCNQ1) and two novel loci (HLA-B and INS-IGF2) at genome-wide significance (4.15 × 10(-94) VL - 10 IS - 8 U1 - http://www.ncbi.nlm.nih.gov/pubmed/25102180?dopt=Abstract ER - TY - JOUR T1 - Discovery and fine-mapping of adiposity loci using high density imputation of genome-wide association studies in individuals of African ancestry: African ancestry anthropometry genetics consortium. JF - PLoS Genet Y1 - 2017 A1 - Ng, Maggie C Y A1 - Graff, Mariaelisa A1 - Lu, Yingchang A1 - Justice, Anne E A1 - Mudgal, Poorva A1 - Liu, Ching-Ti A1 - Young, Kristin A1 - Yanek, Lisa R A1 - Feitosa, Mary F A1 - Wojczynski, Mary K A1 - Rand, Kristin A1 - Brody, Jennifer A A1 - Cade, Brian E A1 - Dimitrov, Latchezar A1 - Duan, Qing A1 - Guo, Xiuqing A1 - Lange, Leslie A A1 - Nalls, Michael A A1 - Okut, Hayrettin A1 - Tajuddin, Salman M A1 - Tayo, Bamidele O A1 - Vedantam, Sailaja A1 - Bradfield, Jonathan P A1 - Chen, Guanjie A1 - Chen, Wei-Min A1 - Chesi, Alessandra A1 - Irvin, Marguerite R A1 - Padhukasahasram, Badri A1 - Smith, Jennifer A A1 - Zheng, Wei A1 - Allison, Matthew A A1 - Ambrosone, Christine B A1 - Bandera, Elisa V A1 - Bartz, Traci M A1 - Berndt, Sonja I A1 - Bernstein, Leslie A1 - Blot, William J A1 - Bottinger, Erwin P A1 - Carpten, John A1 - Chanock, Stephen J A1 - Chen, Yii-Der Ida A1 - Conti, David V A1 - Cooper, Richard S A1 - Fornage, Myriam A1 - Freedman, Barry I A1 - Garcia, Melissa A1 - Goodman, Phyllis J A1 - Hsu, Yu-Han H A1 - Hu, Jennifer A1 - Huff, Chad D A1 - Ingles, Sue A A1 - John, Esther M A1 - Kittles, Rick A1 - Klein, Eric A1 - Li, Jin A1 - McKnight, Barbara A1 - Nayak, Uma A1 - Nemesure, Barbara A1 - Ogunniyi, Adesola A1 - Olshan, Andrew A1 - Press, Michael F A1 - Rohde, Rebecca A1 - Rybicki, Benjamin A A1 - Salako, Babatunde A1 - Sanderson, Maureen A1 - Shao, Yaming A1 - Siscovick, David S A1 - Stanford, Janet L A1 - Stevens, Victoria L A1 - Stram, Alex A1 - Strom, Sara S A1 - Vaidya, Dhananjay A1 - Witte, John S A1 - Yao, Jie A1 - Zhu, Xiaofeng A1 - Ziegler, Regina G A1 - Zonderman, Alan B A1 - Adeyemo, Adebowale A1 - Ambs, Stefan A1 - Cushman, Mary A1 - Faul, Jessica D A1 - Hakonarson, Hakon A1 - Levin, Albert M A1 - Nathanson, Katherine L A1 - Ware, Erin B A1 - Weir, David R A1 - Zhao, Wei A1 - Zhi, Degui A1 - Arnett, Donna K A1 - Grant, Struan F A A1 - Kardia, Sharon L R A1 - Oloapde, Olufunmilayo I A1 - Rao, D C A1 - Rotimi, Charles N A1 - Sale, Michèle M A1 - Williams, L Keoki A1 - Zemel, Babette S A1 - Becker, Diane M A1 - Borecki, Ingrid B A1 - Evans, Michele K A1 - Harris, Tamara B A1 - Hirschhorn, Joel N A1 - Li, Yun A1 - Patel, Sanjay R A1 - Psaty, Bruce M A1 - Rotter, Jerome I A1 - Wilson, James G A1 - Bowden, Donald W A1 - Cupples, L Adrienne A1 - Haiman, Christopher A A1 - Loos, Ruth J F A1 - North, Kari E AB -

Genome-wide association studies (GWAS) have identified >300 loci associated with measures of adiposity including body mass index (BMI) and waist-to-hip ratio (adjusted for BMI, WHRadjBMI), but few have been identified through screening of the African ancestry genomes. We performed large scale meta-analyses and replications in up to 52,895 individuals for BMI and up to 23,095 individuals for WHRadjBMI from the African Ancestry Anthropometry Genetics Consortium (AAAGC) using 1000 Genomes phase 1 imputed GWAS to improve coverage of both common and low frequency variants in the low linkage disequilibrium African ancestry genomes. In the sex-combined analyses, we identified one novel locus (TCF7L2/HABP2) for WHRadjBMI and eight previously established loci at P < 5×10-8: seven for BMI, and one for WHRadjBMI in African ancestry individuals. An additional novel locus (SPRYD7/DLEU2) was identified for WHRadjBMI when combined with European GWAS. In the sex-stratified analyses, we identified three novel loci for BMI (INTS10/LPL and MLC1 in men, IRX4/IRX2 in women) and four for WHRadjBMI (SSX2IP, CASC8, PDE3B and ZDHHC1/HSD11B2 in women) in individuals of African ancestry or both African and European ancestry. For four of the novel variants, the minor allele frequency was low (<5%). In the trans-ethnic fine mapping of 47 BMI loci and 27 WHRadjBMI loci that were locus-wide significant (P < 0.05 adjusted for effective number of variants per locus) from the African ancestry sex-combined and sex-stratified analyses, 26 BMI loci and 17 WHRadjBMI loci contained ≤ 20 variants in the credible sets that jointly account for 99% posterior probability of driving the associations. The lead variants in 13 of these loci had a high probability of being causal. As compared to our previous HapMap imputed GWAS for BMI and WHRadjBMI including up to 71,412 and 27,350 African ancestry individuals, respectively, our results suggest that 1000 Genomes imputation showed modest improvement in identifying GWAS loci including low frequency variants. Trans-ethnic meta-analyses further improved fine mapping of putative causal variants in loci shared between the African and European ancestry populations.

VL - 13 IS - 4 ER - TY - JOUR T1 - Exome Chip Analysis Identifies Low-Frequency and Rare Variants in for White Matter Hyperintensities on Brain Magnetic Resonance Imaging. JF - Stroke Y1 - 2018 A1 - Jian, Xueqiu A1 - Satizabal, Claudia L A1 - Smith, Albert V A1 - Wittfeld, Katharina A1 - Bis, Joshua C A1 - Smith, Jennifer A A1 - Hsu, Fang-Chi A1 - Nho, Kwangsik A1 - Hofer, Edith A1 - Hagenaars, Saskia P A1 - Nyquist, Paul A A1 - Mishra, Aniket A1 - Adams, Hieab H H A1 - Li, Shuo A1 - Teumer, Alexander A1 - Zhao, Wei A1 - Freedman, Barry I A1 - Saba, Yasaman A1 - Yanek, Lisa R A1 - Chauhan, Ganesh A1 - van Buchem, Mark A A1 - Cushman, Mary A1 - Royle, Natalie A A1 - Bryan, R Nick A1 - Niessen, Wiro J A1 - Windham, Beverly G A1 - DeStefano, Anita L A1 - Habes, Mohamad A1 - Heckbert, Susan R A1 - Palmer, Nicholette D A1 - Lewis, Cora E A1 - Eiriksdottir, Gudny A1 - Maillard, Pauline A1 - Mathias, Rasika A A1 - Homuth, Georg A1 - Valdés-Hernández, Maria Del C A1 - Divers, Jasmin A1 - Beiser, Alexa S A1 - Langner, Sönke A1 - Rice, Kenneth M A1 - Bastin, Mark E A1 - Yang, Qiong A1 - Maldjian, Joseph A A1 - Starr, John M A1 - Sidney, Stephen A1 - Risacher, Shannon L A1 - Uitterlinden, André G A1 - Gudnason, Vilmundur G A1 - Nauck, Matthias A1 - Rotter, Jerome I A1 - Schreiner, Pamela J A1 - Boerwinkle, Eric A1 - van Duijn, Cornelia M A1 - Mazoyer, Bernard A1 - von Sarnowski, Bettina A1 - Gottesman, Rebecca F A1 - Levy, Daniel A1 - Sigurdsson, Sigurdur A1 - Vernooij, Meike W A1 - Turner, Stephen T A1 - Schmidt, Reinhold A1 - Wardlaw, Joanna M A1 - Psaty, Bruce M A1 - Mosley, Thomas H A1 - DeCarli, Charles S A1 - Saykin, Andrew J A1 - Bowden, Donald W A1 - Becker, Diane M A1 - Deary, Ian J A1 - Schmidt, Helena A1 - Kardia, Sharon L R A1 - Ikram, M Arfan A1 - Debette, Stephanie A1 - Grabe, Hans J A1 - Longstreth, W T A1 - Seshadri, Sudha A1 - Launer, Lenore J A1 - Fornage, Myriam AB -

BACKGROUND AND PURPOSE: White matter hyperintensities (WMH) on brain magnetic resonance imaging are typical signs of cerebral small vessel disease and may indicate various preclinical, age-related neurological disorders, such as stroke. Though WMH are highly heritable, known common variants explain a small proportion of the WMH variance. The contribution of low-frequency/rare coding variants to WMH burden has not been explored.

METHODS: In the discovery sample we recruited 20 719 stroke/dementia-free adults from 13 population-based cohort studies within the Cohorts for Heart and Aging Research in Genomic Epidemiology consortium, among which 17 790 were of European ancestry and 2929 of African ancestry. We genotyped these participants at ≈250 000 mostly exonic variants with Illumina HumanExome BeadChip arrays. We performed ethnicity-specific linear regression on rank-normalized WMH in each study separately, which were then combined in meta-analyses to test for association with single variants and genes aggregating the effects of putatively functional low-frequency/rare variants. We then sought replication of the top findings in 1192 adults (European ancestry) with whole exome/genome sequencing data from 2 independent studies.

RESULTS: At 17q25, we confirmed the association of multiple common variants in , , and (<6×10). We also identified a novel association with 2 low-frequency nonsynonymous variants in (lead, rs34136221; =4.5×10) partially independent of known common signal (=1.4×10). We further identified a locus at 2q33 containing common variants in , , and (lead, rs2351524; =1.9×10). Although our novel findings were not replicated because of limited power and possible differences in study design, meta-analysis of the discovery and replication samples yielded stronger association for the 2 low-frequency variants (=2.8×10).

CONCLUSIONS: Both common and low-frequency/rare functional variants influence WMH. Larger replication and experimental follow-up are essential to confirm our findings and uncover the biological causal mechanisms of age-related WMH.

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 - Trans-ethnic Evaluation Identifies Novel Low Frequency Loci Associated with 25-Hydroxyvitamin D Concentrations. JF - J Clin Endocrinol Metab Y1 - 2018 A1 - Hong, Jaeyoung A1 - Hatchell, Kathryn E A1 - Bradfield, Jonathan P A1 - Andrew, Bjonnes A1 - Alessandra, Chesi A1 - Chao-Qiang, Lai A1 - Langefeld, Carl D A1 - Lu, Lingyi A1 - Lu, Yingchang A1 - Lutsey, Pamela L A1 - Musani, Solomon K A1 - Nalls, Mike A A1 - Robinson-Cohen, Cassianne A1 - Roizen, Jeffery D A1 - Saxena, Richa A1 - Tucker, Katherine L A1 - Ziegler, Julie T A1 - Arking, Dan E A1 - Bis, Joshua C A1 - Boerwinkle, Eric A1 - Bottinger, Erwin P A1 - Bowden, Donald W A1 - Gilsanz, Vincente A1 - Houston, Denise K A1 - Kalkwarf, Heidi J A1 - Kelly, Andrea A1 - Lappe, Joan M A1 - Liu, Yongmei A1 - Michos, Erin D A1 - Oberfield, Sharon E A1 - Palmer, Nicholette D A1 - Rotter, Jerome I A1 - Sapkota, Bishwa A1 - Shepherd, John A A1 - Wilson, James G A1 - Basu, Saonli A1 - de Boer, Ian H A1 - Divers, Jasmin A1 - Freedman, Barry I A1 - Grant, Struan F A A1 - Hakanarson, Hakon A1 - Harris, Tamara B A1 - Kestenbaum, Bryan R A1 - Kritchevsky, Stephen B A1 - Loos, Ruth J F A1 - Norris, Jill M A1 - Norwood, Arnita F A1 - Ordovas, Jose M A1 - Pankow, James S A1 - Psaty, Bruce M A1 - Sanhgera, Dharambir K A1 - Wagenknecht, Lynne E A1 - Zemel, Babette S A1 - Meigs, James A1 - Dupuis, Josée A1 - Florez, Jose C A1 - Wang, Thomas A1 - Liu, Ching-Ti A1 - Engelman, Corinne D A1 - Billings, Liana K AB -

Context: Vitamin D inadequacy is common in the adult population of the United States. While the genetic determinants underlying vitamin D inadequacy have been studied in people of European ancestry, less is known in Hispanic or African ancestry populations.

Objective: The TRANSCEN-D (TRANS-ethniC Evaluation of vitamiN D GWAS) consortium was assembled to replicate genetic associations with 25-hydroxyvitamin D (25(OH)D) concentrations from the meta-analyses of European ancestry (SUNLIGHT) and to identify novel genetic variants related to vitamin D concentrations in African and Hispanic ancestries.

Design: Ancestry-specific (Hispanic and African) and trans-ethnic (Hispanic, African and European) meta-analyses were performed using the METAL software.

Patients or Other Participants: In total, 8,541 African-American and 3,485 Hispanic-American (from North America) participants from twelve cohorts, and 16,124 European participants from SUNLIGHT were included in the study.

Main Outcome Measure(s): Blood concentrations of 25(OH)D were measured for all participants.

Results: Ancestry-specific analyses in African and Hispanic Americans replicated SNPs in GC (2 and 4 SNPs, respectively). A potentially novel SNP (rs79666294) near the KIF4B gene was identified in the African-American cohort. Trans-ethnic evaluation replicated GC and DHCR7 region SNPs. Additionally, the trans-ethnic analyses revealed novel SNPs rs719700 and rs1410656 near the ANO6/ARID2 and HTR2A genes, respectively.

Conclusions: Ancestry-specific and trans-ethnic GWAS of 25(OH)D confirmed findings in GC and DHCR7 for African and Hispanic American samples and revealed novel findings near KIF4B, ANO6/ARID2, and HTR2A. The biological mechanisms that link these regions with 25(OH)D metabolism require further investigation.

ER - TY - JOUR T1 - Associations of autozygosity with a broad range of human phenotypes. JF - Nat Commun Y1 - 2019 A1 - Clark, David W A1 - Okada, Yukinori A1 - Moore, Kristjan H S A1 - Mason, Dan A1 - Pirastu, Nicola A1 - Gandin, Ilaria A1 - Mattsson, Hannele A1 - Barnes, Catriona L K A1 - Lin, Kuang A1 - Zhao, Jing Hua A1 - Deelen, Patrick A1 - Rohde, Rebecca A1 - Schurmann, Claudia A1 - Guo, Xiuqing A1 - Giulianini, Franco A1 - Zhang, Weihua A1 - Medina-Gómez, Carolina A1 - Karlsson, Robert A1 - Bao, Yanchun A1 - Bartz, Traci M A1 - Baumbach, Clemens A1 - Biino, Ginevra A1 - Bixley, Matthew J A1 - Brumat, Marco A1 - Chai, Jin-Fang A1 - Corre, Tanguy A1 - Cousminer, Diana L A1 - Dekker, Annelot M A1 - Eccles, David A A1 - van Eijk, Kristel R A1 - Fuchsberger, Christian A1 - Gao, He A1 - Germain, Marine A1 - Gordon, Scott D A1 - de Haan, Hugoline G A1 - Harris, Sarah E A1 - Hofer, Edith A1 - Huerta-Chagoya, Alicia A1 - Igartua, Catherine A1 - Jansen, Iris E A1 - Jia, Yucheng A1 - Kacprowski, Tim A1 - Karlsson, Torgny A1 - Kleber, Marcus E A1 - Li, Shengchao Alfred A1 - Li-Gao, Ruifang A1 - Mahajan, Anubha A1 - Matsuda, Koichi A1 - Meidtner, Karina A1 - Meng, Weihua A1 - Montasser, May E A1 - van der Most, Peter J A1 - Munz, Matthias A1 - Nutile, Teresa A1 - Palviainen, Teemu A1 - Prasad, Gauri A1 - Prasad, Rashmi B A1 - Priyanka, Tallapragada Divya Sri A1 - Rizzi, Federica A1 - Salvi, Erika A1 - Sapkota, Bishwa R A1 - Shriner, Daniel A1 - Skotte, Line A1 - Smart, Melissa C A1 - Smith, Albert Vernon A1 - van der Spek, Ashley A1 - Spracklen, Cassandra N A1 - Strawbridge, Rona J A1 - Tajuddin, Salman M A1 - Trompet, Stella A1 - Turman, Constance A1 - Verweij, Niek A1 - Viberti, Clara A1 - Wang, Lihua A1 - Warren, Helen R A1 - Wootton, Robyn E A1 - Yanek, Lisa R A1 - Yao, Jie A1 - Yousri, Noha A A1 - Zhao, Wei A1 - Adeyemo, Adebowale A A1 - Afaq, Saima A1 - Aguilar-Salinas, Carlos Alberto A1 - Akiyama, Masato A1 - Albert, Matthew L A1 - Allison, Matthew A A1 - Alver, Maris A1 - Aung, Tin A1 - Azizi, Fereidoun A1 - Bentley, Amy R A1 - Boeing, Heiner A1 - Boerwinkle, Eric A1 - Borja, Judith B A1 - de Borst, Gert J A1 - Bottinger, Erwin P A1 - Broer, Linda A1 - Campbell, Harry A1 - Chanock, Stephen A1 - Chee, Miao-Li A1 - Chen, Guanjie A1 - Chen, Yii-der I A1 - Chen, Zhengming A1 - Chiu, Yen-Feng A1 - Cocca, Massimiliano A1 - Collins, Francis S A1 - Concas, Maria Pina A1 - Corley, Janie A1 - Cugliari, Giovanni A1 - van Dam, Rob M A1 - Damulina, Anna A1 - Daneshpour, Maryam S A1 - Day, Felix R A1 - Delgado, Graciela E A1 - Dhana, Klodian A1 - Doney, Alexander S F A1 - Dörr, Marcus A1 - Doumatey, Ayo P A1 - Dzimiri, Nduna A1 - Ebenesersdóttir, S Sunna A1 - Elliott, Joshua A1 - Elliott, Paul A1 - Ewert, Ralf A1 - Felix, Janine F A1 - Fischer, Krista A1 - Freedman, Barry I A1 - Girotto, Giorgia A1 - Goel, Anuj A1 - Gögele, Martin A1 - Goodarzi, Mark O A1 - Graff, Mariaelisa A1 - Granot-Hershkovitz, Einat A1 - Grodstein, Francine A1 - Guarrera, Simonetta A1 - Gudbjartsson, Daniel F A1 - Guity, Kamran A1 - Gunnarsson, Bjarni A1 - Guo, Yu A1 - Hagenaars, Saskia P A1 - Haiman, Christopher A A1 - Halevy, Avner A1 - Harris, Tamara B A1 - Hedayati, Mehdi A1 - van Heel, David A A1 - Hirata, Makoto A1 - Höfer, Imo A1 - Hsiung, Chao Agnes A1 - Huang, Jinyan A1 - Hung, Yi-Jen A1 - Ikram, M Arfan A1 - Jagadeesan, Anuradha A1 - Jousilahti, Pekka A1 - Kamatani, Yoichiro A1 - Kanai, Masahiro A1 - Kerrison, Nicola D A1 - Kessler, Thorsten A1 - Khaw, Kay-Tee A1 - Khor, Chiea Chuen A1 - de Kleijn, Dominique P V A1 - Koh, Woon-Puay A1 - Kolcic, Ivana A1 - Kraft, Peter A1 - Krämer, Bernhard K A1 - Kutalik, Zoltán A1 - Kuusisto, Johanna A1 - Langenberg, Claudia A1 - Launer, Lenore J A1 - Lawlor, Deborah A A1 - Lee, I-Te A1 - Lee, Wen-Jane A1 - Lerch, Markus M A1 - Li, Liming A1 - Liu, Jianjun A1 - Loh, Marie A1 - London, Stephanie J A1 - Loomis, Stephanie A1 - Lu, Yingchang A1 - Luan, Jian'an A1 - Mägi, Reedik A1 - Manichaikul, Ani W A1 - Manunta, Paolo A1 - Másson, Gísli A1 - Matoba, Nana A1 - Mei, Xue W A1 - Meisinger, Christa A1 - Meitinger, Thomas A1 - Mezzavilla, Massimo A1 - Milani, Lili A1 - Millwood, Iona Y A1 - Momozawa, Yukihide A1 - Moore, Amy A1 - Morange, Pierre-Emmanuel A1 - Moreno-Macias, Hortensia A1 - Mori, Trevor A A1 - Morrison, Alanna C A1 - Muka, Taulant A1 - Murakami, Yoshinori A1 - Murray, Alison D A1 - de Mutsert, Renée A1 - Mychaleckyj, Josyf C A1 - Nalls, Mike A A1 - Nauck, Matthias A1 - Neville, Matt J A1 - Nolte, Ilja M A1 - Ong, Ken K A1 - Orozco, Lorena A1 - Padmanabhan, Sandosh A1 - Pálsson, Gunnar A1 - Pankow, James S A1 - Pattaro, Cristian A1 - Pattie, Alison A1 - Polasek, Ozren A1 - Poulter, Neil A1 - Pramstaller, Peter P A1 - Quintana-Murci, Lluis A1 - Räikkönen, Katri A1 - Ralhan, Sarju A1 - Rao, Dabeeru C A1 - van Rheenen, Wouter A1 - Rich, Stephen S A1 - Ridker, Paul M A1 - Rietveld, Cornelius A A1 - Robino, Antonietta A1 - van Rooij, Frank J A A1 - Ruggiero, Daniela A1 - Saba, Yasaman A1 - Sabanayagam, Charumathi A1 - Sabater-Lleal, Maria A1 - Sala, Cinzia Felicita A1 - Salomaa, Veikko A1 - Sandow, Kevin A1 - Schmidt, Helena A1 - Scott, Laura J A1 - Scott, William R A1 - Sedaghati-Khayat, Bahareh A1 - Sennblad, Bengt A1 - van Setten, Jessica A1 - Sever, Peter J A1 - Sheu, Wayne H-H A1 - Shi, Yuan A1 - Shrestha, Smeeta A1 - Shukla, Sharvari Rahul A1 - Sigurdsson, Jon K A1 - Sikka, Timo Tonis A1 - Singh, Jai Rup A1 - Smith, Blair H A1 - Stančáková, Alena A1 - Stanton, Alice A1 - Starr, John M A1 - Stefansdottir, Lilja A1 - Straker, Leon A1 - Sulem, Patrick A1 - Sveinbjornsson, Gardar A1 - Swertz, Morris A A1 - Taylor, Adele M A1 - Taylor, Kent D A1 - Terzikhan, Natalie A1 - Tham, Yih-Chung A1 - Thorleifsson, Gudmar A1 - Thorsteinsdottir, Unnur A1 - Tillander, Annika A1 - Tracy, Russell P A1 - Tusié-Luna, Teresa A1 - Tzoulaki, Ioanna A1 - Vaccargiu, Simona A1 - Vangipurapu, Jagadish A1 - Veldink, Jan H A1 - Vitart, Veronique A1 - Völker, Uwe A1 - Vuoksimaa, Eero A1 - Wakil, Salma M A1 - Waldenberger, Melanie A1 - Wander, Gurpreet S A1 - Wang, Ya Xing A1 - Wareham, Nicholas J A1 - Wild, Sarah A1 - Yajnik, Chittaranjan S A1 - Yuan, Jian-Min A1 - Zeng, Lingyao A1 - Zhang, Liang A1 - Zhou, Jie A1 - Amin, Najaf A1 - Asselbergs, Folkert W A1 - Bakker, Stephan J L A1 - Becker, Diane M A1 - Lehne, Benjamin A1 - Bennett, David A A1 - van den Berg, Leonard H A1 - Berndt, Sonja I A1 - Bharadwaj, Dwaipayan A1 - Bielak, Lawrence F A1 - Bochud, Murielle A1 - Boehnke, Mike A1 - Bouchard, Claude A1 - Bradfield, Jonathan P A1 - Brody, Jennifer A A1 - Campbell, Archie A1 - Carmi, Shai A1 - Caulfield, Mark J A1 - Cesarini, David A1 - Chambers, John C A1 - Chandak, Giriraj Ratan A1 - Cheng, Ching-Yu A1 - Ciullo, Marina A1 - Cornelis, Marilyn A1 - Cusi, Daniele A1 - Smith, George Davey A1 - Deary, Ian J A1 - Dorajoo, Rajkumar A1 - van Duijn, Cornelia M A1 - Ellinghaus, David A1 - Erdmann, Jeanette A1 - Eriksson, Johan G A1 - Evangelou, Evangelos A1 - Evans, Michele K A1 - Faul, Jessica D A1 - Feenstra, Bjarke A1 - Feitosa, Mary A1 - Foisy, Sylvain A1 - Franke, Andre A1 - Friedlander, Yechiel A1 - Gasparini, Paolo A1 - Gieger, Christian A1 - Gonzalez, Clicerio A1 - Goyette, Philippe A1 - Grant, Struan F A A1 - Griffiths, Lyn R A1 - Groop, Leif A1 - Gudnason, Vilmundur A1 - Gyllensten, Ulf A1 - Hakonarson, Hakon A1 - Hamsten, Anders A1 - van der Harst, Pim A1 - Heng, Chew-Kiat A1 - Hicks, Andrew A A1 - Hochner, Hagit A1 - Huikuri, Heikki A1 - Hunt, Steven C A1 - Jaddoe, Vincent W V A1 - De Jager, Philip L A1 - Johannesson, Magnus A1 - Johansson, Asa A1 - Jonas, Jost B A1 - Jukema, J Wouter A1 - Junttila, Juhani A1 - Kaprio, Jaakko A1 - Kardia, Sharon L R A1 - Karpe, Fredrik A1 - Kumari, Meena A1 - Laakso, Markku A1 - van der Laan, Sander W A1 - Lahti, Jari A1 - Laudes, Matthias A1 - Lea, Rodney A A1 - Lieb, Wolfgang A1 - Lumley, Thomas A1 - Martin, Nicholas G A1 - März, Winfried A1 - Matullo, Giuseppe A1 - McCarthy, Mark I A1 - Medland, Sarah E A1 - Merriman, Tony R A1 - Metspalu, Andres A1 - Meyer, Brian F A1 - Mohlke, Karen L A1 - Montgomery, Grant W A1 - Mook-Kanamori, Dennis A1 - Munroe, Patricia B A1 - North, Kari E A1 - Nyholt, Dale R A1 - O'Connell, Jeffery R A1 - Ober, Carole A1 - Oldehinkel, Albertine J A1 - Palmas, Walter A1 - Palmer, Colin A1 - Pasterkamp, Gerard G A1 - Patin, Etienne A1 - Pennell, Craig E A1 - Perusse, Louis A1 - Peyser, Patricia A A1 - Pirastu, Mario A1 - Polderman, Tinca J C A1 - Porteous, David J A1 - Posthuma, Danielle A1 - Psaty, Bruce M A1 - Rioux, John D A1 - Rivadeneira, Fernando A1 - Rotimi, Charles A1 - Rotter, Jerome I A1 - Rudan, Igor A1 - den Ruijter, Hester M A1 - Sanghera, Dharambir K A1 - Sattar, Naveed A1 - Schmidt, Reinhold A1 - Schulze, Matthias B A1 - Schunkert, Heribert A1 - Scott, Robert A A1 - Shuldiner, Alan R A1 - Sim, Xueling A1 - Small, Neil A1 - Smith, Jennifer A A1 - Sotoodehnia, Nona A1 - Tai, E-Shyong A1 - Teumer, Alexander A1 - Timpson, Nicholas J A1 - Toniolo, Daniela A1 - Trégouët, David-Alexandre A1 - Tuomi, Tiinamaija A1 - Vollenweider, Peter A1 - Wang, Carol A A1 - Weir, David R A1 - Whitfield, John B A1 - Wijmenga, Cisca A1 - Wong, Tien-Yin A1 - Wright, John A1 - Yang, Jingyun A1 - Yu, Lei A1 - Zemel, Babette S A1 - Zonderman, Alan B A1 - Perola, Markus A1 - Magnusson, Patrik K E A1 - Uitterlinden, André G A1 - Kooner, Jaspal S A1 - Chasman, Daniel I A1 - Loos, Ruth J F A1 - Franceschini, Nora A1 - Franke, Lude A1 - Haley, Chris S A1 - Hayward, Caroline A1 - Walters, Robin G A1 - Perry, John R B A1 - Esko, Tõnu A1 - Helgason, Agnar A1 - Stefansson, Kari A1 - Joshi, Peter K A1 - Kubo, Michiaki A1 - Wilson, James F AB -

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.

VL - 10 IS - 1 ER - TY - JOUR T1 - A catalog of genetic loci associated with kidney function from analyses of a million individuals. JF - Nat Genet Y1 - 2019 A1 - Wuttke, Matthias A1 - Li, Yong A1 - Li, Man A1 - Sieber, Karsten B A1 - Feitosa, Mary F A1 - Gorski, Mathias A1 - Tin, Adrienne A1 - Wang, Lihua A1 - Chu, Audrey Y A1 - Hoppmann, Anselm A1 - Kirsten, Holger A1 - Giri, Ayush A1 - Chai, Jin-Fang A1 - Sveinbjornsson, Gardar A1 - Tayo, Bamidele O A1 - Nutile, Teresa A1 - Fuchsberger, Christian A1 - Marten, Jonathan A1 - Cocca, Massimiliano A1 - Ghasemi, Sahar A1 - Xu, Yizhe A1 - Horn, Katrin A1 - Noce, Damia A1 - van der Most, Peter J A1 - Sedaghat, Sanaz A1 - Yu, Zhi A1 - Akiyama, Masato A1 - Afaq, Saima A1 - Ahluwalia, Tarunveer S A1 - Almgren, Peter A1 - Amin, Najaf A1 - Arnlöv, Johan A1 - Bakker, Stephan J L A1 - Bansal, Nisha A1 - Baptista, Daniela A1 - Bergmann, Sven A1 - Biggs, Mary L A1 - Biino, Ginevra A1 - Boehnke, Michael A1 - Boerwinkle, Eric A1 - Boissel, Mathilde A1 - Bottinger, Erwin P A1 - Boutin, Thibaud S A1 - Brenner, Hermann A1 - Brumat, Marco A1 - Burkhardt, Ralph A1 - Butterworth, Adam S A1 - Campana, Eric A1 - Campbell, Archie A1 - Campbell, Harry A1 - Canouil, Mickaël A1 - Carroll, Robert J A1 - Catamo, Eulalia A1 - Chambers, John C A1 - Chee, Miao-Ling A1 - Chee, Miao-Li A1 - Chen, Xu A1 - Cheng, Ching-Yu A1 - Cheng, Yurong A1 - Christensen, Kaare A1 - Cifkova, Renata A1 - Ciullo, Marina A1 - Concas, Maria Pina A1 - Cook, James P A1 - Coresh, Josef A1 - Corre, Tanguy A1 - Sala, Cinzia Felicita A1 - Cusi, Daniele A1 - Danesh, John A1 - Daw, E Warwick A1 - de Borst, Martin H A1 - De Grandi, Alessandro A1 - de Mutsert, Renée A1 - de Vries, Aiko P J A1 - Degenhardt, Frauke A1 - Delgado, Graciela A1 - Demirkan, Ayse A1 - Di Angelantonio, Emanuele A1 - Dittrich, Katalin A1 - Divers, Jasmin A1 - Dorajoo, Rajkumar A1 - Eckardt, Kai-Uwe A1 - Ehret, Georg A1 - Elliott, Paul A1 - Endlich, Karlhans A1 - Evans, Michele K A1 - Felix, Janine F A1 - Foo, Valencia Hui Xian A1 - Franco, Oscar H A1 - Franke, Andre A1 - Freedman, Barry I A1 - Freitag-Wolf, Sandra A1 - Friedlander, Yechiel A1 - Froguel, Philippe A1 - Gansevoort, Ron T A1 - Gao, He A1 - Gasparini, Paolo A1 - Gaziano, J Michael A1 - Giedraitis, Vilmantas A1 - Gieger, Christian A1 - Girotto, Giorgia A1 - Giulianini, Franco A1 - Gögele, Martin A1 - Gordon, Scott D A1 - Gudbjartsson, Daniel F A1 - Gudnason, Vilmundur A1 - Haller, Toomas A1 - Hamet, Pavel A1 - Harris, Tamara B A1 - Hartman, Catharina A A1 - Hayward, Caroline A1 - Hellwege, Jacklyn N A1 - Heng, Chew-Kiat A1 - Hicks, Andrew A A1 - Hofer, Edith A1 - Huang, Wei A1 - Hutri-Kähönen, Nina A1 - Hwang, Shih-Jen A1 - Ikram, M Arfan A1 - Indridason, Olafur S A1 - Ingelsson, Erik A1 - Ising, Marcus A1 - Jaddoe, Vincent W V A1 - Jakobsdottir, Johanna A1 - Jonas, Jost B A1 - Joshi, Peter K A1 - Josyula, Navya Shilpa A1 - Jung, Bettina A1 - Kähönen, Mika A1 - Kamatani, Yoichiro A1 - Kammerer, Candace M A1 - Kanai, Masahiro A1 - Kastarinen, Mika A1 - Kerr, Shona M A1 - Khor, Chiea-Chuen A1 - Kiess, Wieland A1 - Kleber, Marcus E A1 - Koenig, Wolfgang A1 - Kooner, Jaspal S A1 - Körner, Antje A1 - Kovacs, Peter A1 - Kraja, Aldi T A1 - Krajcoviechova, Alena A1 - Kramer, Holly A1 - Krämer, Bernhard K A1 - Kronenberg, Florian A1 - Kubo, Michiaki A1 - Kuhnel, Brigitte A1 - Kuokkanen, Mikko A1 - Kuusisto, Johanna A1 - La Bianca, Martina A1 - Laakso, Markku A1 - Lange, Leslie A A1 - Langefeld, Carl D A1 - Lee, Jeannette Jen-Mai A1 - Lehne, Benjamin A1 - Lehtimäki, Terho A1 - Lieb, Wolfgang A1 - Lim, Su-Chi A1 - Lind, Lars A1 - Lindgren, Cecilia M A1 - Liu, Jun A1 - Liu, Jianjun A1 - Loeffler, Markus A1 - Loos, Ruth J F A1 - Lucae, Susanne A1 - Lukas, Mary Ann A1 - Lyytikäinen, Leo-Pekka A1 - Mägi, Reedik A1 - Magnusson, Patrik K E A1 - Mahajan, Anubha A1 - Martin, Nicholas G A1 - Martins, Jade A1 - März, Winfried A1 - Mascalzoni, Deborah A1 - Matsuda, Koichi A1 - Meisinger, Christa A1 - Meitinger, Thomas A1 - Melander, Olle A1 - Metspalu, Andres A1 - Mikaelsdottir, Evgenia K A1 - Milaneschi, Yuri A1 - Miliku, Kozeta A1 - Mishra, Pashupati P A1 - Mohlke, Karen L A1 - Mononen, Nina A1 - Montgomery, Grant W A1 - Mook-Kanamori, Dennis O A1 - Mychaleckyj, Josyf C A1 - Nadkarni, Girish N A1 - Nalls, Mike A A1 - Nauck, Matthias A1 - Nikus, Kjell A1 - Ning, Boting A1 - Nolte, Ilja M A1 - Noordam, Raymond A1 - O'Connell, Jeffrey A1 - O'Donoghue, Michelle L A1 - Olafsson, Isleifur A1 - Oldehinkel, Albertine J A1 - Orho-Melander, Marju A1 - Ouwehand, Willem H A1 - Padmanabhan, Sandosh A1 - Palmer, Nicholette D A1 - Palsson, Runolfur A1 - Penninx, Brenda W J H A1 - Perls, Thomas A1 - Perola, Markus A1 - Pirastu, Mario A1 - Pirastu, Nicola A1 - Pistis, Giorgio A1 - Podgornaia, Anna I A1 - Polasek, Ozren A1 - Ponte, Belen A1 - Porteous, David J A1 - Poulain, Tanja A1 - Pramstaller, Peter P A1 - Preuss, Michael H A1 - Prins, Bram P A1 - Province, Michael A A1 - Rabelink, Ton J A1 - Raffield, Laura M A1 - Raitakari, Olli T A1 - Reilly, Dermot F A1 - Rettig, Rainer A1 - Rheinberger, Myriam A1 - Rice, Kenneth M A1 - Ridker, Paul M A1 - Rivadeneira, Fernando A1 - Rizzi, Federica A1 - Roberts, David J A1 - Robino, Antonietta A1 - Rossing, Peter A1 - Rudan, Igor A1 - Rueedi, Rico A1 - Ruggiero, Daniela A1 - Ryan, Kathleen A A1 - Saba, Yasaman A1 - Sabanayagam, Charumathi A1 - Salomaa, Veikko A1 - Salvi, Erika A1 - Saum, Kai-Uwe A1 - Schmidt, Helena A1 - Schmidt, Reinhold A1 - Schöttker, Ben A1 - Schulz, Christina-Alexandra A1 - Schupf, Nicole A1 - Shaffer, Christian M A1 - Shi, Yuan A1 - Smith, Albert V A1 - Smith, Blair H A1 - Soranzo, Nicole A1 - Spracklen, Cassandra N A1 - Strauch, Konstantin A1 - Stringham, Heather M A1 - Stumvoll, Michael A1 - Svensson, Per O A1 - Szymczak, Silke A1 - Tai, E-Shyong A1 - Tajuddin, Salman M A1 - Tan, Nicholas Y Q A1 - Taylor, Kent D A1 - Teren, Andrej A1 - Tham, Yih-Chung A1 - Thiery, Joachim A1 - Thio, Chris H L A1 - Thomsen, Hauke A1 - Thorleifsson, Gudmar A1 - Toniolo, Daniela A1 - Tönjes, Anke A1 - Tremblay, Johanne A1 - Tzoulaki, Ioanna A1 - Uitterlinden, André G A1 - Vaccargiu, Simona A1 - van Dam, Rob M A1 - van der Harst, Pim A1 - van Duijn, Cornelia M A1 - Velez Edward, Digna R A1 - Verweij, Niek A1 - Vogelezang, Suzanne A1 - Völker, Uwe A1 - Vollenweider, Peter A1 - Waeber, Gérard A1 - Waldenberger, Melanie A1 - Wallentin, Lars A1 - Wang, Ya Xing A1 - Wang, Chaolong A1 - Waterworth, Dawn M A1 - Bin Wei, Wen A1 - White, Harvey A1 - Whitfield, John B A1 - Wild, Sarah H A1 - Wilson, James F A1 - Wojczynski, Mary K A1 - Wong, Charlene A1 - Wong, Tien-Yin A1 - Xu, Liang A1 - Yang, Qiong A1 - Yasuda, Masayuki A1 - Yerges-Armstrong, Laura M A1 - Zhang, Weihua A1 - Zonderman, Alan B A1 - Rotter, Jerome I A1 - Bochud, Murielle A1 - Psaty, Bruce M A1 - Vitart, Veronique A1 - Wilson, James G A1 - Dehghan, Abbas A1 - Parsa, Afshin A1 - Chasman, Daniel I A1 - Ho, Kevin A1 - Morris, Andrew P A1 - Devuyst, Olivier A1 - Akilesh, Shreeram A1 - Pendergrass, Sarah A A1 - Sim, Xueling A1 - Böger, Carsten A A1 - Okada, Yukinori A1 - Edwards, Todd L A1 - Snieder, Harold A1 - Stefansson, Kari A1 - Hung, Adriana M A1 - Heid, Iris M A1 - Scholz, Markus A1 - Teumer, Alexander A1 - Köttgen, Anna A1 - Pattaro, Cristian KW - Chromosome Mapping KW - European Continental Ancestry Group KW - Genetic Association Studies KW - Genetic Predisposition to Disease KW - Genome-Wide Association Study KW - Glomerular Filtration Rate KW - Humans KW - Inheritance Patterns KW - Kidney Function Tests KW - Phenotype KW - Polymorphism, Single Nucleotide KW - Quantitative Trait Loci KW - Quantitative Trait, Heritable KW - Renal Insufficiency, Chronic KW - Uromodulin AB -

Chronic kidney disease (CKD) is responsible for a public health burden with multi-systemic complications. Through trans-ancestry meta-analysis of genome-wide association studies of estimated glomerular filtration rate (eGFR) and independent replication (n = 1,046,070), we identified 264 associated loci (166 new). Of these, 147 were likely to be relevant for kidney function on the basis of associations with the alternative kidney function marker blood urea nitrogen (n = 416,178). Pathway and enrichment analyses, including mouse models with renal phenotypes, support the kidney as the main target organ. A genetic risk score for lower eGFR was associated with clinically diagnosed CKD in 452,264 independent individuals. Colocalization analyses of associations with eGFR among 783,978 European-ancestry individuals and gene expression across 46 human tissues, including tubulo-interstitial and glomerular kidney compartments, identified 17 genes differentially expressed in kidney. Fine-mapping highlighted missense driver variants in 11 genes and kidney-specific regulatory variants. These results provide a comprehensive priority list of molecular targets for translational research.

VL - 51 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 study of blood lipid levels identifies four loci interacting with physical activity. JF - Nat Commun Y1 - 2019 A1 - Kilpeläinen, Tuomas O A1 - Bentley, Amy R A1 - Noordam, Raymond A1 - Sung, Yun Ju A1 - Schwander, Karen A1 - Winkler, Thomas W A1 - Jakupović, Hermina A1 - Chasman, Daniel I A1 - Manning, Alisa A1 - Ntalla, Ioanna A1 - Aschard, Hugues A1 - Brown, Michael R A1 - de Las Fuentes, Lisa A1 - Franceschini, Nora A1 - Guo, Xiuqing A1 - Vojinovic, Dina A1 - Aslibekyan, Stella A1 - Feitosa, Mary F A1 - Kho, Minjung A1 - Musani, Solomon K A1 - Richard, Melissa A1 - Wang, Heming A1 - Wang, Zhe A1 - Bartz, Traci M A1 - Bielak, Lawrence F A1 - Campbell, Archie A1 - Dorajoo, Rajkumar A1 - Fisher, Virginia A1 - Hartwig, Fernando P A1 - Horimoto, Andrea R V R A1 - Li, Changwei A1 - Lohman, Kurt K A1 - Marten, Jonathan A1 - Sim, Xueling A1 - Smith, Albert V A1 - Tajuddin, Salman M A1 - Alver, Maris A1 - Amini, Marzyeh A1 - Boissel, Mathilde A1 - Chai, Jin Fang A1 - Chen, Xu A1 - Divers, Jasmin A1 - Evangelou, Evangelos A1 - Gao, Chuan A1 - Graff, Mariaelisa A1 - Harris, Sarah E A1 - He, Meian A1 - Hsu, Fang-Chi A1 - Jackson, Anne U A1 - Zhao, Jing Hua A1 - Kraja, Aldi T A1 - Kuhnel, Brigitte A1 - Laguzzi, Federica A1 - Lyytikäinen, Leo-Pekka A1 - Nolte, Ilja M A1 - Rauramaa, Rainer A1 - Riaz, Muhammad A1 - Robino, Antonietta A1 - Rueedi, Rico A1 - Stringham, Heather M A1 - Takeuchi, Fumihiko A1 - van der Most, Peter J A1 - Varga, Tibor V A1 - Verweij, Niek A1 - Ware, Erin B A1 - Wen, Wanqing A1 - Li, Xiaoyin A1 - Yanek, Lisa R A1 - Amin, Najaf A1 - Arnett, Donna K A1 - Boerwinkle, Eric A1 - Brumat, Marco A1 - Cade, Brian A1 - Canouil, Mickaël A1 - Chen, Yii-Der Ida A1 - Concas, Maria Pina A1 - Connell, John A1 - de Mutsert, Renée A1 - de Silva, H Janaka A1 - de Vries, Paul S A1 - Demirkan, Ayse A1 - Ding, Jingzhong A1 - Eaton, Charles B A1 - Faul, Jessica D A1 - Friedlander, Yechiel A1 - Gabriel, Kelley P A1 - Ghanbari, Mohsen 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 C A1 - Ikram, M Arfan A1 - Jonas, Jost B A1 - Koh, Woon-Puay A1 - Komulainen, Pirjo A1 - Krieger, Jose E A1 - Kritchevsky, Stephen B A1 - Kutalik, Zoltán A1 - Kuusisto, Johanna A1 - Langefeld, Carl D A1 - Langenberg, Claudia A1 - Launer, Lenore J A1 - Leander, Karin A1 - Lemaitre, Rozenn N A1 - Lewis, Cora E A1 - Liang, Jingjing A1 - Liu, Jianjun A1 - Mägi, Reedik A1 - Manichaikul, Ani A1 - Meitinger, Thomas A1 - Metspalu, Andres A1 - Milaneschi, Yuri A1 - Mohlke, Karen L A1 - Mosley, Thomas H A1 - Murray, Alison D A1 - Nalls, Mike A A1 - Nang, Ei-Ei Khaing A1 - Nelson, Christopher P A1 - Nona, Sotoodehnia A1 - Norris, Jill M A1 - Nwuba, Chiamaka Vivian A1 - O'Connell, Jeff A1 - Palmer, Nicholette D A1 - Papanicolau, George J A1 - Pazoki, Raha A1 - Pedersen, Nancy L A1 - Peters, Annette A1 - Peyser, Patricia A A1 - Polasek, Ozren A1 - Porteous, David J A1 - Poveda, Alaitz A1 - Raitakari, Olli T A1 - Rich, Stephen S A1 - Risch, Neil A1 - Robinson, Jennifer G A1 - Rose, Lynda M A1 - Rudan, Igor A1 - Schreiner, Pamela J A1 - Scott, Robert A A1 - Sidney, Stephen S A1 - Sims, Mario A1 - Smith, Jennifer A A1 - Snieder, Harold A1 - Sofer, Tamar A1 - Starr, John M A1 - Sternfeld, Barbara A1 - Strauch, Konstantin A1 - Tang, Hua A1 - Taylor, Kent D A1 - Tsai, Michael Y A1 - Tuomilehto, Jaakko A1 - Uitterlinden, André G A1 - van der Ende, M Yldau A1 - van Heemst, Diana A1 - Voortman, Trudy A1 - Waldenberger, Melanie A1 - Wennberg, Patrik A1 - Wilson, Gregory A1 - Xiang, Yong-Bing 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 - de Faire, Ulf A1 - Deary, Ian J A1 - Elliott, Paul A1 - Esko, Tõnu A1 - Freedman, Barry I A1 - Froguel, Philippe A1 - Gasparini, Paolo A1 - Gieger, Christian A1 - Kato, Norihiro A1 - Laakso, Markku A1 - Lakka, Timo A A1 - Lehtimäki, Terho A1 - Magnusson, Patrik K E A1 - Oldehinkel, Albertine J A1 - Penninx, Brenda W J H A1 - Samani, Nilesh J A1 - Shu, Xiao-Ou A1 - van der Harst, Pim A1 - van Vliet-Ostaptchouk, Jana V A1 - Vollenweider, Peter A1 - Wagenknecht, Lynne E A1 - Wang, Ya X A1 - Wareham, Nicholas J A1 - Weir, David R A1 - Wu, Tangchun A1 - Zheng, Wei A1 - Zhu, Xiaofeng A1 - Evans, Michele K A1 - Franks, Paul W A1 - Gudnason, Vilmundur A1 - Hayward, Caroline A1 - Horta, Bernardo L A1 - Kelly, Tanika N A1 - Liu, Yongmei A1 - North, Kari E A1 - Pereira, Alexandre C A1 - Ridker, Paul M A1 - Tai, E Shyong A1 - van Dam, Rob M A1 - Fox, Ervin R A1 - Kardia, Sharon L R A1 - Liu, Ching-Ti A1 - Mook-Kanamori, Dennis O A1 - Province, Michael A A1 - Redline, Susan A1 - van Duijn, Cornelia M A1 - Rotter, Jerome I A1 - Kooperberg, Charles B A1 - Gauderman, W James A1 - Psaty, Bruce M A1 - Rice, Kenneth A1 - Munroe, Patricia B A1 - Fornage, Myriam A1 - Cupples, L Adrienne A1 - Rotimi, Charles N A1 - Morrison, Alanna C A1 - Rao, Dabeeru C A1 - Loos, Ruth J F KW - Adolescent KW - Adult KW - African Continental Ancestry Group KW - Aged KW - Aged, 80 and over KW - Asian Continental Ancestry Group KW - Brazil KW - Calcium-Binding Proteins KW - Cholesterol KW - Cholesterol, HDL KW - Cholesterol, LDL KW - European Continental Ancestry Group KW - Exercise KW - Female KW - Genetic Loci KW - Genome-Wide Association Study KW - Genotype KW - Hispanic Americans KW - Humans KW - LIM-Homeodomain Proteins KW - Lipid Metabolism KW - Lipids KW - Male KW - Membrane Proteins KW - Microtubule-Associated Proteins KW - Middle Aged KW - Muscle Proteins KW - Nerve Tissue Proteins KW - Transcription Factors KW - Triglycerides KW - Young Adult AB -

Many 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.

VL - 10 IS - 1 ER - TY - JOUR T1 - Multiethnic Genome-Wide Association Study of Diabetic Retinopathy Using Liability Threshold Modeling of Duration of Diabetes and Glycemic Control. JF - Diabetes Y1 - 2019 A1 - Pollack, Samuela A1 - Igo, Robert P A1 - Jensen, Richard A A1 - Christiansen, Mark A1 - Li, Xiaohui A1 - Cheng, Ching-Yu A1 - Ng, Maggie C Y A1 - Smith, Albert V A1 - Rossin, Elizabeth J A1 - Segrè, Ayellet V A1 - Davoudi, Samaneh A1 - Tan, Gavin S A1 - Chen, Yii-Der Ida A1 - Kuo, Jane Z A1 - Dimitrov, Latchezar M A1 - Stanwyck, Lynn K A1 - Meng, Weihua A1 - Hosseini, S Mohsen A1 - Imamura, Minako A1 - Nousome, Darryl A1 - Kim, Jihye A1 - Hai, Yang A1 - Jia, Yucheng A1 - Ahn, Jeeyun A1 - Leong, Aaron A1 - Shah, Kaanan A1 - Park, Kyu Hyung A1 - Guo, Xiuqing A1 - Ipp, Eli A1 - Taylor, Kent D A1 - Adler, Sharon G A1 - Sedor, John R A1 - Freedman, Barry I A1 - Lee, I-Te A1 - Sheu, Wayne H-H A1 - Kubo, Michiaki A1 - Takahashi, Atsushi A1 - Hadjadj, Samy A1 - Marre, Michel A1 - Trégouët, David-Alexandre A1 - McKean-Cowdin, Roberta A1 - Varma, Rohit A1 - McCarthy, Mark I A1 - Groop, Leif A1 - Ahlqvist, Emma A1 - Lyssenko, Valeriya A1 - Agardh, Elisabet A1 - Morris, Andrew A1 - Doney, Alex S F A1 - Colhoun, Helen M A1 - Toppila, Iiro A1 - Sandholm, Niina A1 - Groop, Per-Henrik A1 - Maeda, Shiro A1 - Hanis, Craig L A1 - Penman, Alan A1 - Chen, Ching J A1 - Hancock, Heather A1 - Mitchell, Paul A1 - Craig, Jamie E A1 - Chew, Emily Y A1 - Paterson, Andrew D A1 - Grassi, Michael A A1 - Palmer, Colin A1 - Bowden, Donald W A1 - Yaspan, Brian L A1 - Siscovick, David A1 - Cotch, Mary Frances A1 - Wang, Jie Jin A1 - Burdon, Kathryn P A1 - Wong, Tien Y A1 - Klein, Barbara E K A1 - Klein, Ronald A1 - Rotter, Jerome I A1 - Iyengar, Sudha K A1 - Price, Alkes L A1 - Sobrin, Lucia AB -

To identify genetic variants associated with diabetic retinopathy (DR), we performed a large multiethnic genome-wide association study. Discovery included eight European cohorts ( = 3,246) and seven African American cohorts ( = 2,611). We meta-analyzed across cohorts using inverse-variance weighting, with and without liability threshold modeling of glycemic control and duration of diabetes. Variants with a value <1 × 10 were investigated in replication cohorts that included 18,545 European, 16,453 Asian, and 2,710 Hispanic subjects. After correction for multiple testing, the C allele of rs142293996 in an intron of nuclear VCP-like () was associated with DR in European discovery cohorts ( = 2.1 × 10), but did not reach genome-wide significance after meta-analysis with replication cohorts. We applied the Disease Association Protein-Protein Link Evaluator (DAPPLE) to our discovery results to test for evidence of risk being spread across underlying molecular pathways. One protein-protein interaction network built from genes in regions associated with proliferative DR was found to have significant connectivity ( = 0.0009) and corroborated with gene set enrichment analyses. These findings suggest that genetic variation in as well as variation within a protein-protein interaction network that includes genes implicated in inflammation, may influence risk for DR.

VL - 68 IS - 2 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 - Inherited causes of clonal haematopoiesis in 97,691 whole genomes. JF - Nature Y1 - 2020 A1 - Bick, Alexander G A1 - Weinstock, Joshua S A1 - Nandakumar, Satish K A1 - Fulco, Charles P A1 - Bao, Erik L A1 - Zekavat, Seyedeh M A1 - Szeto, Mindy D A1 - Liao, Xiaotian A1 - Leventhal, Matthew J A1 - Nasser, Joseph A1 - Chang, Kyle A1 - Laurie, Cecelia A1 - Burugula, Bala Bharathi A1 - Gibson, Christopher J A1 - Lin, Amy E A1 - Taub, Margaret A A1 - Aguet, Francois A1 - Ardlie, Kristin A1 - Mitchell, Braxton D A1 - Barnes, Kathleen C A1 - Moscati, Arden A1 - Fornage, Myriam A1 - Redline, Susan A1 - Psaty, Bruce M A1 - Silverman, Edwin K A1 - Weiss, Scott T A1 - Palmer, Nicholette D A1 - Vasan, Ramachandran S A1 - Burchard, Esteban G A1 - Kardia, Sharon L R A1 - He, Jiang A1 - Kaplan, Robert C A1 - Smith, Nicholas L A1 - Arnett, Donna K A1 - Schwartz, David A A1 - Correa, Adolfo A1 - de Andrade, Mariza A1 - Guo, Xiuqing A1 - Konkle, Barbara A A1 - Custer, Brian A1 - Peralta, Juan M A1 - Gui, Hongsheng A1 - Meyers, Deborah A A1 - McGarvey, Stephen T A1 - Chen, Ida Yii-Der A1 - Shoemaker, M Benjamin A1 - Peyser, Patricia A A1 - Broome, Jai G A1 - Gogarten, Stephanie M A1 - Wang, Fei Fei A1 - Wong, Quenna A1 - Montasser, May E A1 - Daya, Michelle A1 - Kenny, Eimear E A1 - North, Kari E A1 - Launer, Lenore J A1 - Cade, Brian E A1 - Bis, Joshua C A1 - Cho, Michael H A1 - Lasky-Su, Jessica A1 - Bowden, Donald W A1 - Cupples, L Adrienne A1 - Mak, Angel C Y A1 - Becker, Lewis C A1 - Smith, Jennifer A A1 - Kelly, Tanika N A1 - Aslibekyan, Stella A1 - Heckbert, Susan R A1 - Tiwari, Hemant K A1 - Yang, Ivana V A1 - Heit, John A A1 - Lubitz, Steven A A1 - Johnsen, Jill M A1 - Curran, Joanne E A1 - Wenzel, Sally E A1 - Weeks, Daniel E A1 - Rao, Dabeeru C A1 - Darbar, Dawood A1 - Moon, Jee-Young A1 - Tracy, Russell P A1 - Buth, Erin J A1 - Rafaels, Nicholas A1 - Loos, Ruth J F A1 - Durda, Peter A1 - Liu, Yongmei A1 - Hou, Lifang A1 - Lee, Jiwon A1 - Kachroo, Priyadarshini A1 - Freedman, Barry I A1 - Levy, Daniel A1 - Bielak, Lawrence F A1 - Hixson, James E A1 - Floyd, James S A1 - Whitsel, Eric A A1 - Ellinor, Patrick T A1 - Irvin, Marguerite R A1 - Fingerlin, Tasha E A1 - Raffield, Laura M A1 - Armasu, Sebastian M A1 - Wheeler, Marsha M A1 - Sabino, Ester C A1 - Blangero, John A1 - Williams, L Keoki A1 - Levy, Bruce D A1 - Sheu, Wayne Huey-Herng A1 - Roden, Dan M A1 - Boerwinkle, Eric A1 - Manson, JoAnn E A1 - Mathias, Rasika A A1 - Desai, Pinkal A1 - Taylor, Kent D A1 - Johnson, Andrew D A1 - Auer, Paul L A1 - Kooperberg, Charles A1 - Laurie, Cathy C A1 - Blackwell, Thomas W A1 - Smith, Albert V A1 - Zhao, Hongyu A1 - Lange, Ethan A1 - Lange, Leslie A1 - Rich, Stephen S A1 - Rotter, Jerome I A1 - Wilson, James G A1 - Scheet, Paul A1 - Kitzman, Jacob O A1 - Lander, Eric S A1 - Engreitz, Jesse M A1 - Ebert, Benjamin L A1 - Reiner, Alexander P A1 - Jaiswal, Siddhartha A1 - Abecasis, Goncalo A1 - Sankaran, Vijay G A1 - Kathiresan, Sekar A1 - Natarajan, Pradeep AB -

Age is the dominant risk factor for most chronic human diseases, but the mechanisms through which ageing confers this risk are largely unknown. The age-related acquisition of somatic mutations that lead to clonal expansion in regenerating haematopoietic stem cell populations has recently been associated with both haematological cancer and coronary heart disease-this phenomenon is termed clonal haematopoiesis of indeterminate potential (CHIP). Simultaneous analyses of germline and somatic whole-genome sequences provide the opportunity to identify root causes of CHIP. Here we analyse high-coverage whole-genome sequences from 97,691 participants of diverse ancestries in the National Heart, Lung, and Blood Institute Trans-omics for Precision Medicine (TOPMed) programme, and identify 4,229 individuals with CHIP. We identify associations with blood cell, lipid and inflammatory traits that are specific to different CHIP driver genes. Association of a genome-wide set of germline genetic variants enabled the identification of three genetic loci associated with CHIP status, including one locus at TET2 that was specific to individuals of African ancestry. In silico-informed in vitro evaluation of the TET2 germline locus enabled the identification of a causal variant that disrupts a TET2 distal enhancer, resulting in increased self-renewal of haematopoietic stem cells. Overall, we observe that germline genetic variation shapes haematopoietic stem cell function, leading to CHIP through mechanisms that are specific to clonal haematopoiesis as well as shared mechanisms that lead to somatic mutations across tissues.

VL - 586 IS - 7831 ER - TY - JOUR T1 - Chromosome Xq23 is associated with lower atherogenic lipid concentrations and favorable cardiometabolic indices. JF - Nat Commun Y1 - 2021 A1 - Natarajan, Pradeep A1 - Pampana, Akhil A1 - Graham, Sarah E A1 - Ruotsalainen, Sanni E A1 - Perry, James A A1 - de Vries, Paul S A1 - Broome, Jai G A1 - Pirruccello, James P A1 - Honigberg, Michael C A1 - Aragam, Krishna A1 - Wolford, Brooke A1 - Brody, Jennifer A A1 - Antonacci-Fulton, Lucinda A1 - Arden, Moscati A1 - Aslibekyan, Stella A1 - Assimes, Themistocles L A1 - Ballantyne, Christie M A1 - Bielak, Lawrence F A1 - Bis, Joshua C A1 - Cade, Brian E A1 - Do, Ron A1 - Doddapaneni, Harsha A1 - Emery, Leslie S A1 - Hung, Yi-Jen A1 - Irvin, Marguerite R A1 - Khan, Alyna T A1 - Lange, Leslie A1 - Lee, Jiwon A1 - Lemaitre, Rozenn N A1 - Martin, Lisa W A1 - Metcalf, Ginger A1 - Montasser, May E A1 - Moon, Jee-Young A1 - Muzny, Donna A1 - O'Connell, Jeffrey R A1 - Palmer, Nicholette D A1 - Peralta, Juan M A1 - Peyser, Patricia A A1 - Stilp, Adrienne M A1 - Tsai, Michael A1 - Wang, Fei Fei A1 - Weeks, Daniel E A1 - Yanek, Lisa R A1 - Wilson, James G A1 - Abecasis, Goncalo A1 - Arnett, Donna K A1 - Becker, Lewis C A1 - Blangero, John A1 - Boerwinkle, Eric A1 - Bowden, Donald W A1 - Chang, Yi-Cheng A1 - Chen, Yii-der I A1 - Choi, Won Jung A1 - Correa, Adolfo A1 - Curran, Joanne E A1 - Daly, Mark J A1 - Dutcher, Susan K A1 - Ellinor, Patrick T A1 - Fornage, Myriam A1 - Freedman, Barry I A1 - Gabriel, Stacey A1 - Germer, Soren A1 - Gibbs, Richard A A1 - He, Jiang A1 - Hveem, Kristian A1 - Jarvik, Gail P A1 - Kaplan, Robert C A1 - Kardia, Sharon L R A1 - Kenny, Eimear A1 - Kim, Ryan W A1 - Kooperberg, Charles A1 - Laurie, Cathy C A1 - Lee, Seonwook A1 - Lloyd-Jones, Don M A1 - Loos, Ruth J F A1 - Lubitz, Steven A A1 - Mathias, Rasika A A1 - Martinez, Karine A Viaud A1 - McGarvey, Stephen T A1 - Mitchell, Braxton D A1 - Nickerson, Deborah A A1 - North, Kari E A1 - Palotie, Aarno A1 - Park, Cheol Joo A1 - Psaty, Bruce M A1 - Rao, D C A1 - Redline, Susan A1 - Reiner, Alexander P A1 - Seo, Daekwan A1 - Seo, Jeong-Sun A1 - Smith, Albert V A1 - Tracy, Russell P A1 - Vasan, Ramachandran S A1 - Kathiresan, Sekar A1 - Cupples, L Adrienne A1 - Rotter, Jerome I A1 - Morrison, Alanna C A1 - Rich, Stephen S A1 - Ripatti, Samuli A1 - Willer, Cristen A1 - Peloso, Gina M AB -

Autosomal genetic analyses of blood lipids have yielded key insights for coronary heart disease (CHD). However, X chromosome genetic variation is understudied for blood lipids in large sample sizes. We now analyze genetic and blood lipid data in a high-coverage whole X chromosome sequencing study of 65,322 multi-ancestry participants and perform replication among 456,893 European participants. Common alleles on chromosome Xq23 are strongly associated with reduced total cholesterol, LDL cholesterol, and triglycerides (min P = 8.5 × 10), with similar effects for males and females. Chromosome Xq23 lipid-lowering alleles are associated with reduced odds for CHD among 42,545 cases and 591,247 controls (P = 1.7 × 10), and reduced odds for diabetes mellitus type 2 among 54,095 cases and 573,885 controls (P = 1.4 × 10). Although we observe an association with increased BMI, waist-to-hip ratio adjusted for BMI is reduced, bioimpedance analyses indicate increased gluteofemoral fat, and abdominal MRI analyses indicate reduced visceral adiposity. Co-localization analyses strongly correlate increased CHRDL1 gene expression, particularly in adipose tissue, with reduced concentrations of blood lipids.

VL - 12 IS - 1 ER - TY - JOUR T1 - Discovery and fine-mapping of height loci via high-density imputation of GWASs in individuals of African ancestry. JF - Am J Hum Genet Y1 - 2021 A1 - Graff, Mariaelisa A1 - Justice, Anne E A1 - Young, Kristin L A1 - Marouli, Eirini A1 - Zhang, Xinruo A1 - Fine, Rebecca S A1 - Lim, Elise A1 - Buchanan, Victoria A1 - Rand, Kristin A1 - Feitosa, Mary F A1 - Wojczynski, Mary K A1 - Yanek, Lisa R A1 - Shao, Yaming A1 - Rohde, Rebecca A1 - Adeyemo, Adebowale A A1 - Aldrich, Melinda C A1 - Allison, Matthew A A1 - Ambrosone, Christine B A1 - Ambs, Stefan A1 - Amos, Christopher A1 - Arnett, Donna K A1 - Atwood, Larry A1 - Bandera, Elisa V A1 - Bartz, Traci A1 - Becker, Diane M A1 - Berndt, Sonja I A1 - Bernstein, Leslie A1 - Bielak, Lawrence F A1 - Blot, William J A1 - Bottinger, Erwin P A1 - Bowden, Donald W A1 - Bradfield, Jonathan P A1 - Brody, Jennifer A A1 - Broeckel, Ulrich A1 - Burke, Gregory A1 - Cade, Brian E A1 - Cai, Qiuyin A1 - Caporaso, Neil A1 - Carlson, Chris A1 - Carpten, John A1 - Casey, Graham A1 - Chanock, Stephen J A1 - Chen, Guanjie A1 - Chen, Minhui A1 - Chen, Yii-der I A1 - Chen, Wei-Min A1 - Chesi, Alessandra A1 - Chiang, Charleston W K A1 - Chu, Lisa A1 - Coetzee, Gerry A A1 - Conti, David V A1 - Cooper, Richard S A1 - Cushman, Mary A1 - Demerath, Ellen A1 - Deming, Sandra L A1 - Dimitrov, Latchezar A1 - Ding, Jingzhong A1 - Diver, W Ryan A1 - Duan, Qing A1 - Evans, Michele K A1 - Falusi, Adeyinka G A1 - Faul, Jessica D A1 - Fornage, Myriam A1 - Fox, Caroline A1 - Freedman, Barry I A1 - Garcia, Melissa A1 - Gillanders, Elizabeth M A1 - Goodman, Phyllis A1 - Gottesman, Omri A1 - Grant, Struan F A A1 - Guo, Xiuqing A1 - Hakonarson, Hakon A1 - Haritunians, Talin A1 - Harris, Tamara B A1 - Harris, Curtis C A1 - Henderson, Brian E A1 - Hennis, Anselm A1 - Hernandez, Dena G A1 - Hirschhorn, Joel N A1 - McNeill, Lorna Haughton A1 - Howard, Timothy D A1 - Howard, Barbara A1 - Hsing, Ann W A1 - Hsu, Yu-Han H A1 - Hu, Jennifer J A1 - Huff, Chad D A1 - Huo, Dezheng A1 - Ingles, Sue A A1 - Irvin, Marguerite R A1 - John, Esther M A1 - Johnson, Karen C A1 - Jordan, Joanne M A1 - Kabagambe, Edmond K A1 - Kang, Sun J A1 - Kardia, Sharon L A1 - Keating, Brendan J A1 - Kittles, Rick A A1 - Klein, Eric A A1 - Kolb, Suzanne A1 - Kolonel, Laurence N A1 - Kooperberg, Charles A1 - Kuller, Lewis A1 - Kutlar, Abdullah A1 - Lange, Leslie A1 - Langefeld, Carl D A1 - Le Marchand, Loïc A1 - Leonard, Hampton A1 - Lettre, Guillaume A1 - Levin, Albert M A1 - Li, Yun A1 - Li, Jin A1 - Liu, Yongmei A1 - Liu, Youfang A1 - Liu, Simin A1 - Lohman, Kurt A1 - Lotay, Vaneet A1 - Lu, Yingchang A1 - Maixner, William A1 - Manson, JoAnn E A1 - McKnight, Barbara A1 - Meng, Yan A1 - Monda, Keri L A1 - Monroe, Kris A1 - Moore, Jason H A1 - Mosley, Thomas H A1 - Mudgal, Poorva A1 - Murphy, Adam B A1 - Nadukuru, Rajiv A1 - Nalls, Mike A A1 - Nathanson, Katherine L A1 - Nayak, Uma A1 - N'diaye, Amidou A1 - Nemesure, Barbara A1 - Neslund-Dudas, Christine A1 - Neuhouser, Marian L A1 - Nyante, Sarah A1 - Ochs-Balcom, Heather A1 - Ogundiran, Temidayo O A1 - Ogunniyi, Adesola A1 - Ojengbede, Oladosu A1 - Okut, Hayrettin A1 - Olopade, Olufunmilayo I A1 - Olshan, Andrew A1 - Padhukasahasram, Badri A1 - Palmer, Julie A1 - Palmer, Cameron D A1 - Palmer, Nicholette D A1 - Papanicolaou, George A1 - Patel, Sanjay R A1 - Pettaway, Curtis A A1 - Peyser, Patricia A A1 - Press, Michael F A1 - Rao, D C A1 - Rasmussen-Torvik, Laura J A1 - Redline, Susan A1 - Reiner, Alex P A1 - Rhie, Suhn K A1 - Rodriguez-Gil, Jorge L A1 - Rotimi, Charles N A1 - Rotter, Jerome I A1 - Ruiz-Narvaez, Edward A A1 - Rybicki, Benjamin A A1 - Salako, Babatunde A1 - Sale, Michèle M A1 - Sanderson, Maureen A1 - Schadt, Eric A1 - Schreiner, Pamela J A1 - Schurmann, Claudia A1 - Schwartz, Ann G A1 - Shriner, Daniel A A1 - Signorello, Lisa B A1 - Singleton, Andrew B A1 - Siscovick, David S A1 - Smith, Jennifer A A1 - Smith, Shad A1 - Speliotes, Elizabeth A1 - Spitz, Margaret A1 - Stanford, Janet L A1 - Stevens, Victoria L A1 - Stram, Alex A1 - Strom, Sara S A1 - Sucheston, Lara A1 - Sun, Yan V A1 - Tajuddin, Salman M A1 - Taylor, Herman A1 - Taylor, Kira A1 - Tayo, Bamidele O A1 - Thun, Michael J A1 - Tucker, Margaret A A1 - Vaidya, Dhananjay A1 - Van Den Berg, David J A1 - Vedantam, Sailaja A1 - Vitolins, Mara A1 - Wang, Zhaoming A1 - Ware, Erin B A1 - Wassertheil-Smoller, Sylvia A1 - Weir, David R A1 - Wiencke, John K A1 - Williams, Scott M A1 - Williams, L Keoki A1 - Wilson, James G A1 - Witte, John S A1 - Wrensch, Margaret A1 - Wu, Xifeng A1 - Yao, Jie A1 - Zakai, Neil A1 - Zanetti, Krista A1 - Zemel, Babette S A1 - Zhao, Wei A1 - Zhao, Jing Hua A1 - Zheng, Wei A1 - Zhi, Degui A1 - Zhou, Jie A1 - Zhu, Xiaofeng A1 - Ziegler, Regina G A1 - Zmuda, Joe A1 - Zonderman, Alan B A1 - Psaty, Bruce M A1 - Borecki, Ingrid B A1 - Cupples, L Adrienne A1 - Liu, Ching-Ti A1 - Haiman, Christopher A A1 - Loos, Ruth A1 - Ng, Maggie C Y A1 - North, Kari E AB -

Although many loci have been associated with height in European ancestry populations, very few have been identified in African ancestry individuals. Furthermore, many of the known loci have yet to be generalized to and fine-mapped within a large-scale African ancestry sample. We performed sex-combined and sex-stratified meta-analyses in up to 52,764 individuals with height and genome-wide genotyping data from the African Ancestry Anthropometry Genetics Consortium (AAAGC). We additionally combined our African ancestry meta-analysis results with published European genome-wide association study (GWAS) data. In the African ancestry analyses, we identified three novel loci (SLC4A3, NCOA2, ECD/FAM149B1) in sex-combined results and two loci (CRB1, KLF6) in women only. In the African plus European sex-combined GWAS, we identified an additional three novel loci (RCCD1, G6PC3, CEP95) which were equally driven by AAAGC and European results. Among 39 genome-wide significant signals at known loci, conditioning index SNPs from European studies identified 20 secondary signals. Two of the 20 new secondary signals and none of the 8 novel loci had minor allele frequencies (MAF) < 5%. Of 802 known European height signals, 643 displayed directionally consistent associations with height, of which 205 were nominally significant (p < 0.05) in the African ancestry sex-combined sample. Furthermore, 148 of 241 loci contained ≤20 variants in the credible sets that jointly account for 99% of the posterior probability of driving the associations. In summary, trans-ethnic meta-analyses revealed novel signals and further improved fine-mapping of putative causal variants in loci shared between African and European ancestry populations.

VL - 108 IS - 4 ER - TY - JOUR T1 - Multiethnic Genome-Wide Association Study of Subclinical Atherosclerosis in Individuals With Type 2 Diabetes. JF - Circ Genom Precis Med Y1 - 2021 A1 - Lu, Yingchang A1 - Dimitrov, Latchezar A1 - Chen, Shyh-Huei A1 - Bielak, Lawrence F A1 - Bis, Joshua C A1 - Feitosa, Mary F A1 - Lu, Lingyi A1 - Kavousi, Maryam A1 - Raffield, Laura M A1 - Smith, Albert V A1 - Wang, Lihua A1 - Weiss, Stefan A1 - Yao, Jie A1 - Zhu, Jiaxi A1 - Gudmundsson, Elias F A1 - Gudmundsdottir, Valborg A1 - Bos, Daniel A1 - Ghanbari, Mohsen A1 - Ikram, M Arfan A1 - Hwang, Shih-Jen A1 - Taylor, Kent D A1 - Budoff, Matthew J A1 - Gislason, Gauti K A1 - O'Donnell, Christopher J A1 - An, Ping A1 - Franceschini, Nora A1 - Freedman, Barry I A1 - Fu, Yi-Ping A1 - Guo, Xiuqing A1 - Heiss, Gerardo A1 - Kardia, Sharon L R A1 - Wilson, James G A1 - Langefeld, Carl D A1 - Schminke, Ulf A1 - Uitterlinden, André G A1 - Lange, Leslie A A1 - Peyser, Patricia A A1 - Gudnason, Vilmundur G A1 - Psaty, Bruce M A1 - Rotter, Jerome I A1 - Bowden, Donald W A1 - Ng, Maggie C Y AB -

BACKGROUND: Coronary artery calcification (CAC) and carotid artery intima-media thickness (cIMT) are measures of subclinical atherosclerosis in asymptomatic individuals and strong risk factors for cardiovascular disease. Type 2 diabetes (T2D) is an independent cardiovascular disease risk factor that accelerates atherosclerosis.

METHODS: We performed meta-analyses of genome-wide association studies in up to 2500 T2D individuals of European ancestry (EA) and 1590 T2D individuals of African ancestry with or without exclusion of prevalent cardiovascular disease, for CAC measured by cardiac computed tomography, and 3608 individuals of EA and 838 individuals of African ancestry with T2D for cIMT measured by ultrasonography within the CHARGE (Cohorts for Heart and Aging Research in Genomic Epidemiology) Consortium.

RESULTS: We replicated 2 loci (rs9369640 and rs9349379 near and rs10757278 near ) for CAC and one locus for cIMT (rs7412 and rs445925 near ) that were previously reported in the general EA populations. We identified one novel CAC locus (rs8000449 near at 13q13.3) at =2.0×10 in EA. No additional loci were identified with the meta-analyses of EA and African ancestry. The expression quantitative trait loci analysis with nearby expressed genes derived from arterial wall and metabolic tissues from the Genotype-Tissue Expression project pinpoints , encoding a matricellular protein involved in bone formation and bone matrix organization, as the potential candidate gene at this locus. In addition, we found significant associations (<3.1×10) for 3 previously reported coronary artery disease loci for these subclinical atherosclerotic phenotypes (rs2891168 near and rs11170820 near for CAC, and rs7412 near for cIMT).

CONCLUSIONS: Our results provide potential biological mechanisms that could link CAC and cIMT to increased cardiovascular disease risk in individuals with T2D.

VL - 14 IS - 4 ER - TY - JOUR T1 - Differential and shared genetic effects on kidney function between diabetic and non-diabetic individuals. JF - Commun Biol Y1 - 2022 A1 - Winkler, Thomas W A1 - Rasheed, Humaira A1 - Teumer, Alexander A1 - Gorski, Mathias A1 - Rowan, Bryce X A1 - Stanzick, Kira J A1 - Thomas, Laurent F A1 - Tin, Adrienne A1 - Hoppmann, Anselm A1 - Chu, Audrey Y A1 - Tayo, Bamidele A1 - Thio, Chris H L A1 - Cusi, Daniele A1 - Chai, Jin-Fang A1 - Sieber, Karsten B A1 - Horn, Katrin A1 - Li, Man A1 - Scholz, Markus A1 - Cocca, Massimiliano A1 - Wuttke, Matthias A1 - van der Most, Peter J A1 - Yang, Qiong A1 - Ghasemi, Sahar A1 - Nutile, Teresa A1 - Li, Yong A1 - Pontali, Giulia A1 - Günther, Felix A1 - Dehghan, Abbas A1 - Correa, Adolfo A1 - Parsa, Afshin A1 - Feresin, Agnese A1 - de Vries, Aiko P J A1 - Zonderman, Alan B A1 - Smith, Albert V A1 - Oldehinkel, Albertine J A1 - De Grandi, Alessandro A1 - Rosenkranz, Alexander R A1 - Franke, Andre A1 - Teren, Andrej A1 - Metspalu, Andres A1 - Hicks, Andrew A A1 - Morris, Andrew P A1 - Tönjes, Anke A1 - Morgan, Anna A1 - Podgornaia, Anna I A1 - Peters, Annette A1 - Körner, Antje A1 - Mahajan, Anubha A1 - Campbell, Archie A1 - Freedman, Barry I A1 - Spedicati, Beatrice A1 - Ponte, Belen A1 - Schöttker, Ben A1 - Brumpton, Ben A1 - Banas, Bernhard A1 - Krämer, Bernhard K A1 - Jung, Bettina A1 - Åsvold, Bjørn Olav A1 - Smith, Blair H A1 - Ning, Boting A1 - Penninx, Brenda W J H A1 - Vanderwerff, Brett R A1 - Psaty, Bruce M A1 - Kammerer, Candace M A1 - Langefeld, Carl D A1 - Hayward, Caroline A1 - Spracklen, Cassandra N A1 - Robinson-Cohen, Cassianne A1 - Hartman, Catharina A A1 - Lindgren, Cecilia M A1 - Wang, Chaolong A1 - Sabanayagam, Charumathi A1 - Heng, Chew-Kiat A1 - Lanzani, Chiara A1 - Khor, Chiea-Chuen A1 - Cheng, Ching-Yu A1 - Fuchsberger, Christian A1 - Gieger, Christian A1 - Shaffer, Christian M A1 - Schulz, Christina-Alexandra A1 - Willer, Cristen J A1 - Chasman, Daniel I A1 - Gudbjartsson, Daniel F A1 - Ruggiero, Daniela A1 - Toniolo, Daniela A1 - Czamara, Darina A1 - Porteous, David J A1 - Waterworth, Dawn M A1 - Mascalzoni, Deborah A1 - Mook-Kanamori, Dennis O A1 - Reilly, Dermot F A1 - Daw, E Warwick A1 - Hofer, Edith A1 - Boerwinkle, Eric A1 - Salvi, Erika A1 - Bottinger, Erwin P A1 - Tai, E-Shyong A1 - Catamo, Eulalia A1 - Rizzi, Federica A1 - Guo, Feng A1 - Rivadeneira, Fernando A1 - Guilianini, Franco A1 - Sveinbjornsson, Gardar A1 - Ehret, Georg A1 - Waeber, Gérard A1 - Biino, Ginevra A1 - Girotto, Giorgia A1 - Pistis, Giorgio A1 - Nadkarni, Girish N A1 - Delgado, Graciela E A1 - Montgomery, Grant W A1 - Snieder, Harold A1 - Campbell, Harry A1 - White, Harvey D A1 - Gao, He A1 - Stringham, Heather M A1 - Schmidt, Helena A1 - Li, Hengtong A1 - Brenner, Hermann A1 - Holm, Hilma A1 - Kirsten, Holgen A1 - Kramer, Holly A1 - Rudan, Igor A1 - Nolte, Ilja M A1 - Tzoulaki, Ioanna A1 - Olafsson, Isleifur A1 - Martins, Jade A1 - Cook, James P A1 - Wilson, James F A1 - Halbritter, Jan A1 - Felix, Janine F A1 - Divers, Jasmin A1 - Kooner, Jaspal S A1 - Lee, Jeannette Jen-Mai A1 - O'Connell, Jeffrey A1 - Rotter, Jerome I A1 - Liu, Jianjun A1 - Xu, Jie A1 - Thiery, Joachim A1 - Arnlöv, Johan A1 - Kuusisto, Johanna A1 - Jakobsdottir, Johanna A1 - Tremblay, Johanne A1 - Chambers, John C A1 - Whitfield, John B A1 - Gaziano, John M A1 - Marten, Jonathan A1 - Coresh, Josef A1 - Jonas, Jost B A1 - Mychaleckyj, Josyf C A1 - Christensen, Kaare A1 - Eckardt, Kai-Uwe A1 - Mohlke, Karen L A1 - Endlich, Karlhans A1 - Dittrich, Katalin A1 - Ryan, Kathleen A A1 - Rice, Kenneth M A1 - Taylor, Kent D A1 - Ho, Kevin A1 - Nikus, Kjell A1 - Matsuda, Koichi A1 - Strauch, Konstantin A1 - Miliku, Kozeta A1 - Hveem, Kristian A1 - Lind, Lars A1 - Wallentin, Lars A1 - Yerges-Armstrong, Laura M A1 - Raffield, Laura M A1 - Phillips, Lawrence S A1 - Launer, Lenore J A1 - Lyytikäinen, Leo-Pekka A1 - Lange, Leslie A A1 - Citterio, Lorena A1 - Klaric, Lucija A1 - Ikram, M Arfan A1 - Ising, Marcus A1 - Kleber, Marcus E A1 - Francescatto, Margherita A1 - Concas, Maria Pina A1 - Ciullo, Marina A1 - Piratsu, Mario A1 - Orho-Melander, Marju A1 - Laakso, Markku A1 - Loeffler, Markus A1 - Perola, Markus A1 - de Borst, Martin H A1 - Gögele, Martin A1 - Bianca, Martina La A1 - Lukas, Mary Ann A1 - Feitosa, Mary F A1 - Biggs, Mary L A1 - Wojczynski, Mary K A1 - Kavousi, Maryam A1 - Kanai, Masahiro A1 - Akiyama, Masato A1 - Yasuda, Masayuki A1 - Nauck, Matthias A1 - Waldenberger, Melanie A1 - Chee, Miao-Li A1 - Chee, Miao-Ling A1 - Boehnke, Michael A1 - Preuss, Michael H A1 - Stumvoll, Michael A1 - Province, Michael A A1 - Evans, Michele K A1 - O'Donoghue, Michelle L A1 - Kubo, Michiaki A1 - Kähönen, Mika A1 - Kastarinen, Mika A1 - Nalls, Mike A A1 - Kuokkanen, Mikko A1 - Ghanbari, Mohsen A1 - Bochud, Murielle A1 - Josyula, Navya Shilpa A1 - Martin, Nicholas G A1 - Tan, Nicholas Y Q A1 - Palmer, Nicholette D A1 - Pirastu, Nicola A1 - Schupf, Nicole A1 - Verweij, Niek A1 - Hutri-Kähönen, Nina A1 - Mononen, Nina A1 - Bansal, Nisha A1 - Devuyst, Olivier A1 - Melander, Olle A1 - Raitakari, Olli T A1 - Polasek, Ozren A1 - Manunta, Paolo A1 - Gasparini, Paolo A1 - Mishra, Pashupati P A1 - Sulem, Patrick A1 - Magnusson, Patrik K E A1 - Elliott, Paul A1 - Ridker, Paul M A1 - Hamet, Pavel A1 - Svensson, Per O A1 - Joshi, Peter K A1 - Kovacs, Peter A1 - Pramstaller, Peter P A1 - Rossing, Peter A1 - Vollenweider, Peter A1 - van der Harst, Pim A1 - Dorajoo, Rajkumar A1 - Sim, Ralene Z H A1 - Burkhardt, Ralph A1 - Tao, Ran A1 - Noordam, Raymond A1 - Mägi, Reedik A1 - Schmidt, Reinhold A1 - de Mutsert, Renée A1 - Rueedi, Rico A1 - van Dam, Rob M A1 - Carroll, Robert J A1 - Gansevoort, Ron T A1 - Loos, Ruth J F A1 - Felicita, Sala Cinzia A1 - Sedaghat, Sanaz A1 - Padmanabhan, Sandosh A1 - Freitag-Wolf, Sandra A1 - Pendergrass, Sarah A A1 - Graham, Sarah E A1 - Gordon, Scott D A1 - Hwang, Shih-Jen A1 - Kerr, Shona M A1 - Vaccargiu, Simona A1 - Patil, Snehal B A1 - Hallan, Stein A1 - Bakker, Stephan J L A1 - Lim, Su-Chi A1 - Lucae, Susanne A1 - Vogelezang, Suzanne A1 - Bergmann, Sven A1 - Corre, Tanguy A1 - Ahluwalia, Tarunveer S A1 - Lehtimäki, Terho A1 - Boutin, Thibaud S A1 - Meitinger, Thomas A1 - Wong, Tien-Yin A1 - Bergler, Tobias A1 - Rabelink, Ton J A1 - Esko, Tõnu A1 - Haller, Toomas A1 - Thorsteinsdottir, Unnur A1 - Völker, Uwe A1 - Foo, Valencia Hui Xian A1 - Salomaa, Veikko A1 - Vitart, Veronique A1 - Giedraitis, Vilmantas A1 - Gudnason, Vilmundur A1 - Jaddoe, Vincent W V A1 - Huang, Wei A1 - Zhang, Weihua A1 - Wei, Wen Bin A1 - Kiess, Wieland A1 - März, Winfried A1 - Koenig, Wolfgang A1 - Lieb, Wolfgang A1 - Gào, Xīn A1 - Sim, Xueling A1 - Wang, Ya Xing A1 - Friedlander, Yechiel A1 - Tham, Yih-Chung A1 - Kamatani, Yoichiro A1 - Okada, Yukinori A1 - Milaneschi, Yuri A1 - Yu, Zhi A1 - Stark, Klaus J A1 - Stefansson, Kari A1 - Böger, Carsten A A1 - Hung, Adriana M A1 - Kronenberg, Florian A1 - Köttgen, Anna A1 - Pattaro, Cristian A1 - Heid, Iris M KW - Creatinine KW - Diabetes Mellitus KW - Diabetic Nephropathies KW - Genome-Wide Association Study KW - Glomerular Filtration Rate KW - Humans KW - Kidney AB -

Reduced glomerular filtration rate (GFR) can progress to kidney failure. Risk factors include genetics and diabetes mellitus (DM), but little is known about their interaction. We conducted genome-wide association meta-analyses for estimated GFR based on serum creatinine (eGFR), separately for individuals with or without DM (n = 178,691, n = 1,296,113). Our genome-wide searches identified (i) seven eGFR loci with significant DM/noDM-difference, (ii) four additional novel loci with suggestive difference and (iii) 28 further novel loci (including CUBN) by allowing for potential difference. GWAS on eGFR among DM individuals identified 2 known and 27 potentially responsible loci for diabetic kidney disease. Gene prioritization highlighted 18 genes that may inform reno-protective drug development. We highlight the existence of DM-only and noDM-only effects, which can inform about the target group, if respective genes are advanced as drug targets. Largely shared effects suggest that most drug interventions to alter eGFR should be effective in DM and noDM.

VL - 5 IS - 1 ER - TY - JOUR T1 - A framework for detecting noncoding rare-variant associations of large-scale whole-genome sequencing studies. JF - Nat Methods Y1 - 2022 A1 - Li, Zilin A1 - Li, Xihao A1 - Zhou, Hufeng A1 - Gaynor, Sheila M A1 - Selvaraj, Margaret Sunitha A1 - Arapoglou, Theodore A1 - Quick, Corbin A1 - Liu, Yaowu A1 - Chen, Han A1 - Sun, Ryan A1 - Dey, Rounak A1 - Arnett, Donna K A1 - Auer, Paul L A1 - Bielak, Lawrence F A1 - Bis, Joshua C A1 - Blackwell, Thomas W A1 - Blangero, John A1 - Boerwinkle, Eric A1 - Bowden, Donald W A1 - Brody, Jennifer A A1 - Cade, Brian E A1 - Conomos, Matthew P A1 - Correa, Adolfo A1 - Cupples, L Adrienne A1 - Curran, Joanne E A1 - de Vries, Paul S A1 - Duggirala, Ravindranath A1 - Franceschini, Nora A1 - Freedman, Barry I A1 - Göring, Harald H H A1 - Guo, Xiuqing A1 - Kalyani, Rita R A1 - Kooperberg, Charles A1 - Kral, Brian G A1 - Lange, Leslie A A1 - Lin, Bridget M A1 - Manichaikul, Ani A1 - Manning, Alisa K A1 - Martin, Lisa W A1 - Mathias, Rasika A A1 - Meigs, James B A1 - Mitchell, Braxton D A1 - Montasser, May E A1 - Morrison, Alanna C A1 - Naseri, Take A1 - O'Connell, Jeffrey R A1 - Palmer, Nicholette D A1 - Peyser, Patricia A A1 - Psaty, Bruce M A1 - Raffield, Laura M A1 - Redline, Susan A1 - Reiner, Alexander P A1 - Reupena, Muagututi'a Sefuiva A1 - Rice, Kenneth M A1 - Rich, Stephen S A1 - Smith, Jennifer A A1 - Taylor, Kent D A1 - Taub, Margaret A A1 - Vasan, Ramachandran S A1 - Weeks, Daniel E A1 - Wilson, James G A1 - Yanek, Lisa R A1 - Zhao, Wei A1 - Rotter, Jerome I A1 - Willer, Cristen J A1 - Natarajan, Pradeep A1 - Peloso, Gina M A1 - Lin, Xihong KW - Genetic Variation KW - Genome KW - Genome-Wide Association Study KW - Humans KW - Phenotype KW - Whole Genome Sequencing AB -

Large-scale whole-genome sequencing studies have enabled analysis of noncoding rare-variant (RV) associations with complex human diseases and traits. Variant-set analysis is a powerful approach to study RV association. However, existing methods have limited ability in analyzing the noncoding genome. We propose a computationally efficient and robust noncoding RV association detection framework, STAARpipeline, to automatically annotate a whole-genome sequencing study and perform flexible noncoding RV association analysis, including gene-centric analysis and fixed window-based and dynamic window-based non-gene-centric analysis by incorporating variant functional annotations. In gene-centric analysis, STAARpipeline uses STAAR to group noncoding variants based on functional categories of genes and incorporate multiple functional annotations. In non-gene-centric analysis, STAARpipeline uses SCANG-STAAR to incorporate dynamic window sizes and multiple functional annotations. We apply STAARpipeline to identify noncoding RV sets associated with four lipid traits in 21,015 discovery samples from the Trans-Omics for Precision Medicine (TOPMed) program and replicate several of them in an additional 9,123 TOPMed samples. We also analyze five non-lipid TOPMed traits.

VL - 19 IS - 12 ER - TY - JOUR T1 - Multi-ancestry genetic study of type 2 diabetes highlights the power of diverse populations for discovery and translation. JF - Nat Genet Y1 - 2022 A1 - Mahajan, Anubha A1 - Spracklen, Cassandra N A1 - Zhang, Weihua A1 - Ng, Maggie C Y A1 - Petty, Lauren E A1 - Kitajima, Hidetoshi A1 - Yu, Grace Z A1 - Rüeger, Sina A1 - Speidel, Leo A1 - Kim, Young Jin A1 - Horikoshi, Momoko A1 - Mercader, Josep M A1 - Taliun, Daniel A1 - Moon, Sanghoon A1 - Kwak, Soo-Heon A1 - Robertson, Neil R A1 - Rayner, Nigel W A1 - Loh, Marie A1 - Kim, Bong-Jo A1 - Chiou, Joshua A1 - Miguel-Escalada, Irene A1 - Della Briotta Parolo, Pietro A1 - Lin, Kuang A1 - Bragg, Fiona A1 - Preuss, Michael H A1 - Takeuchi, Fumihiko A1 - Nano, Jana A1 - Guo, Xiuqing A1 - Lamri, Amel A1 - Nakatochi, Masahiro A1 - Scott, Robert A A1 - Lee, Jung-Jin A1 - Huerta-Chagoya, Alicia A1 - Graff, Mariaelisa A1 - Chai, Jin-Fang A1 - Parra, Esteban J A1 - Yao, Jie A1 - Bielak, Lawrence F A1 - Tabara, Yasuharu A1 - Hai, Yang A1 - Steinthorsdottir, Valgerdur A1 - Cook, James P A1 - Kals, Mart A1 - Grarup, Niels A1 - Schmidt, Ellen M A1 - Pan, Ian A1 - Sofer, Tamar A1 - Wuttke, Matthias A1 - Sarnowski, Chloe A1 - Gieger, Christian A1 - Nousome, Darryl A1 - Trompet, Stella A1 - Long, Jirong A1 - Sun, Meng A1 - Tong, Lin A1 - Chen, Wei-Min A1 - Ahmad, Meraj A1 - Noordam, Raymond A1 - Lim, Victor J Y A1 - Tam, Claudia H T A1 - Joo, Yoonjung Yoonie A1 - Chen, Chien-Hsiun A1 - Raffield, Laura M A1 - Lecoeur, Cécile A1 - Prins, Bram Peter A1 - Nicolas, Aude A1 - Yanek, Lisa R A1 - Chen, Guanjie A1 - Jensen, Richard A A1 - Tajuddin, Salman A1 - Kabagambe, Edmond K A1 - An, Ping A1 - Xiang, Anny H A1 - Choi, Hyeok Sun A1 - Cade, Brian E A1 - Tan, Jingyi A1 - Flanagan, Jack A1 - Abaitua, Fernando A1 - Adair, Linda S A1 - Adeyemo, Adebowale A1 - Aguilar-Salinas, Carlos A A1 - Akiyama, Masato A1 - Anand, Sonia S A1 - Bertoni, Alain A1 - Bian, Zheng A1 - Bork-Jensen, Jette A1 - Brandslund, Ivan A1 - Brody, Jennifer A A1 - Brummett, Chad M A1 - Buchanan, Thomas A A1 - Canouil, Mickaël A1 - Chan, Juliana C N A1 - Chang, Li-Ching A1 - Chee, Miao-Li A1 - Chen, Ji A1 - Chen, Shyh-Huei A1 - Chen, Yuan-Tsong A1 - Chen, Zhengming A1 - Chuang, Lee-Ming A1 - Cushman, Mary A1 - Das, Swapan K A1 - de Silva, H Janaka A1 - Dedoussis, George A1 - Dimitrov, Latchezar A1 - Doumatey, Ayo P A1 - Du, Shufa A1 - Duan, Qing A1 - Eckardt, Kai-Uwe A1 - Emery, Leslie S A1 - Evans, Daniel S A1 - Evans, Michele K A1 - Fischer, Krista A1 - Floyd, James S A1 - Ford, Ian A1 - Fornage, Myriam A1 - Franco, Oscar H A1 - Frayling, Timothy M A1 - Freedman, Barry I A1 - Fuchsberger, Christian A1 - Genter, Pauline A1 - Gerstein, Hertzel C A1 - Giedraitis, Vilmantas A1 - González-Villalpando, Clicerio A1 - Gonzalez-Villalpando, Maria Elena A1 - Goodarzi, Mark O A1 - Gordon-Larsen, Penny A1 - Gorkin, David A1 - Gross, Myron A1 - Guo, Yu A1 - Hackinger, Sophie A1 - Han, Sohee A1 - Hattersley, Andrew T A1 - Herder, Christian A1 - Howard, Annie-Green A1 - Hsueh, Willa A1 - Huang, Mengna A1 - Huang, Wei A1 - Hung, Yi-Jen A1 - Hwang, Mi Yeong A1 - Hwu, Chii-Min A1 - Ichihara, Sahoko A1 - Ikram, Mohammad Arfan A1 - Ingelsson, Martin A1 - Islam, Md Tariqul A1 - Isono, Masato A1 - Jang, Hye-Mi A1 - Jasmine, Farzana A1 - Jiang, Guozhi A1 - Jonas, Jost B A1 - Jørgensen, Marit E A1 - Jørgensen, Torben A1 - Kamatani, Yoichiro A1 - Kandeel, Fouad R A1 - Kasturiratne, Anuradhani A1 - Katsuya, Tomohiro A1 - Kaur, Varinderpal A1 - Kawaguchi, Takahisa A1 - Keaton, Jacob M A1 - Kho, Abel N A1 - Khor, Chiea-Chuen A1 - Kibriya, Muhammad G A1 - Kim, Duk-Hwan A1 - Kohara, Katsuhiko A1 - Kriebel, Jennifer A1 - Kronenberg, Florian A1 - Kuusisto, Johanna A1 - Läll, Kristi A1 - Lange, Leslie A A1 - Lee, Myung-Shik A1 - Lee, Nanette R A1 - Leong, Aaron A1 - Li, Liming A1 - Li, Yun A1 - Li-Gao, Ruifang A1 - Ligthart, Symen A1 - Lindgren, Cecilia M A1 - Linneberg, Allan A1 - Liu, Ching-Ti A1 - Liu, Jianjun A1 - Locke, Adam E A1 - Louie, Tin A1 - Luan, Jian'an A1 - Luk, Andrea O A1 - Luo, Xi A1 - Lv, Jun A1 - Lyssenko, Valeriya A1 - Mamakou, Vasiliki A1 - Mani, K Radha A1 - Meitinger, Thomas A1 - Metspalu, Andres A1 - Morris, Andrew D A1 - Nadkarni, Girish N A1 - Nadler, Jerry L A1 - Nalls, Michael A A1 - Nayak, Uma A1 - Nongmaithem, Suraj S A1 - Ntalla, Ioanna A1 - Okada, Yukinori A1 - Orozco, Lorena A1 - Patel, Sanjay R A1 - Pereira, Mark A A1 - Peters, Annette A1 - Pirie, Fraser J A1 - Porneala, Bianca A1 - Prasad, Gauri A1 - Preissl, Sebastian A1 - Rasmussen-Torvik, Laura J A1 - Reiner, Alexander P A1 - Roden, Michael A1 - Rohde, Rebecca A1 - Roll, Kathryn A1 - Sabanayagam, Charumathi A1 - Sander, Maike A1 - Sandow, Kevin A1 - Sattar, Naveed A1 - Schönherr, Sebastian A1 - Schurmann, Claudia A1 - Shahriar, Mohammad A1 - Shi, Jinxiu A1 - Shin, Dong Mun A1 - Shriner, Daniel A1 - Smith, Jennifer A A1 - So, Wing Yee A1 - Stančáková, Alena A1 - Stilp, Adrienne M A1 - Strauch, Konstantin A1 - Suzuki, Ken A1 - Takahashi, Atsushi A1 - Taylor, Kent D A1 - Thorand, Barbara A1 - Thorleifsson, Gudmar A1 - Thorsteinsdottir, Unnur A1 - Tomlinson, Brian A1 - Torres, Jason M A1 - Tsai, Fuu-Jen A1 - Tuomilehto, Jaakko A1 - Tusié-Luna, Teresa A1 - Udler, Miriam S A1 - Valladares-Salgado, Adan A1 - van Dam, Rob M A1 - van Klinken, Jan B A1 - Varma, Rohit A1 - Vujkovic, Marijana A1 - Wacher-Rodarte, Niels A1 - Wheeler, Eleanor A1 - Whitsel, Eric A A1 - Wickremasinghe, Ananda R A1 - van Dijk, Ko Willems A1 - Witte, Daniel R A1 - Yajnik, Chittaranjan S A1 - Yamamoto, Ken A1 - Yamauchi, Toshimasa A1 - Yengo, Loic A1 - Yoon, Kyungheon A1 - Yu, Canqing A1 - Yuan, Jian-Min A1 - Yusuf, Salim A1 - Zhang, Liang A1 - Zheng, Wei A1 - Raffel, Leslie J A1 - Igase, Michiya A1 - Ipp, Eli A1 - Redline, Susan A1 - Cho, Yoon Shin A1 - Lind, Lars A1 - Province, Michael A A1 - Hanis, Craig L A1 - Peyser, Patricia A A1 - Ingelsson, Erik A1 - Zonderman, Alan B A1 - Psaty, Bruce M A1 - Wang, Ya-Xing A1 - Rotimi, Charles N A1 - Becker, Diane M A1 - Matsuda, Fumihiko A1 - Liu, Yongmei A1 - Zeggini, Eleftheria A1 - Yokota, Mitsuhiro A1 - Rich, Stephen S A1 - Kooperberg, Charles A1 - Pankow, James S A1 - Engert, James C A1 - Chen, Yii-Der Ida A1 - Froguel, Philippe A1 - Wilson, James G A1 - Sheu, Wayne H H A1 - Kardia, Sharon L R A1 - Wu, Jer-Yuarn A1 - Hayes, M Geoffrey A1 - Ma, Ronald C W A1 - Wong, Tien-Yin A1 - Groop, Leif A1 - Mook-Kanamori, Dennis O A1 - Chandak, Giriraj R A1 - Collins, Francis S A1 - Bharadwaj, Dwaipayan A1 - Paré, Guillaume A1 - Sale, Michèle M A1 - Ahsan, Habibul A1 - Motala, Ayesha A A1 - Shu, Xiao-Ou A1 - Park, Kyong-Soo A1 - Jukema, J Wouter A1 - Cruz, Miguel A1 - McKean-Cowdin, Roberta A1 - Grallert, Harald A1 - Cheng, Ching-Yu A1 - Bottinger, Erwin P A1 - Dehghan, Abbas A1 - Tai, E-Shyong A1 - Dupuis, Josée A1 - Kato, Norihiro A1 - Laakso, Markku A1 - Köttgen, Anna A1 - Koh, Woon-Puay A1 - Palmer, Colin N A A1 - Liu, Simin A1 - Abecasis, Goncalo A1 - Kooner, Jaspal S A1 - Loos, Ruth J F A1 - North, Kari E A1 - Haiman, Christopher A A1 - Florez, Jose C A1 - Saleheen, Danish A1 - Hansen, Torben A1 - Pedersen, Oluf A1 - Mägi, Reedik A1 - Langenberg, Claudia A1 - Wareham, Nicholas J A1 - Maeda, Shiro A1 - Kadowaki, Takashi A1 - Lee, Juyoung A1 - Millwood, Iona Y A1 - Walters, Robin G A1 - Stefansson, Kari A1 - Myers, Simon R A1 - Ferrer, Jorge A1 - Gaulton, Kyle J A1 - Meigs, James B A1 - Mohlke, Karen L A1 - Gloyn, Anna L A1 - Bowden, Donald W A1 - Below, Jennifer E A1 - Chambers, John C A1 - Sim, Xueling A1 - Boehnke, Michael A1 - Rotter, Jerome I A1 - McCarthy, Mark I A1 - Morris, Andrew P KW - Diabetes Mellitus, Type 2 KW - Ethnicity KW - Genetic Predisposition to Disease KW - Genome-Wide Association Study KW - Humans KW - Polymorphism, Single Nucleotide KW - Risk Factors AB -

We assembled an ancestrally diverse collection of genome-wide association studies (GWAS) of type 2 diabetes (T2D) in 180,834 affected individuals and 1,159,055 controls (48.9% non-European descent) through the Diabetes Meta-Analysis of Trans-Ethnic association studies (DIAMANTE) Consortium. Multi-ancestry GWAS meta-analysis identified 237 loci attaining stringent genome-wide significance (P < 5 × 10), which were delineated to 338 distinct association signals. Fine-mapping of these signals was enhanced by the increased sample size and expanded population diversity of the multi-ancestry meta-analysis, which localized 54.4% of T2D associations to a single variant with >50% posterior probability. This improved fine-mapping enabled systematic assessment of candidate causal genes and molecular mechanisms through which T2D associations are mediated, laying the foundations for functional investigations. Multi-ancestry genetic risk scores enhanced transferability of T2D prediction across diverse populations. Our study provides a step toward more effective clinical translation of T2D GWAS to improve global health for all, irrespective of genetic background.

VL - 54 IS - 5 ER - TY - JOUR T1 - Rare coding variants in 35 genes associate with circulating lipid levels-A multi-ancestry analysis of 170,000 exomes. JF - Am J Hum Genet Y1 - 2022 A1 - Hindy, George A1 - Dornbos, Peter A1 - Chaffin, Mark D A1 - Liu, Dajiang J A1 - Wang, Minxian A1 - Selvaraj, Margaret Sunitha A1 - Zhang, David A1 - Park, Joseph A1 - Aguilar-Salinas, Carlos A A1 - Antonacci-Fulton, Lucinda A1 - Ardissino, Diego A1 - Arnett, Donna K A1 - Aslibekyan, Stella A1 - Atzmon, Gil A1 - Ballantyne, Christie M A1 - Barajas-Olmos, Francisco A1 - Barzilai, Nir A1 - Becker, Lewis C A1 - Bielak, Lawrence F A1 - Bis, Joshua C A1 - Blangero, John A1 - Boerwinkle, Eric A1 - Bonnycastle, Lori L A1 - Bottinger, Erwin A1 - Bowden, Donald W A1 - Bown, Matthew J A1 - Brody, Jennifer A A1 - Broome, Jai G A1 - Burtt, Noel P A1 - Cade, Brian E A1 - Centeno-Cruz, Federico A1 - Chan, Edmund A1 - Chang, Yi-Cheng A1 - Chen, Yii-der I A1 - Cheng, Ching-Yu A1 - Choi, Won Jung A1 - Chowdhury, Rajiv A1 - Contreras-Cubas, Cecilia A1 - Córdova, Emilio J A1 - Correa, Adolfo A1 - Cupples, L Adrienne A1 - Curran, Joanne E A1 - Danesh, John A1 - de Vries, Paul S A1 - DeFronzo, Ralph A A1 - Doddapaneni, Harsha A1 - Duggirala, Ravindranath A1 - Dutcher, Susan K A1 - Ellinor, Patrick T A1 - Emery, Leslie S A1 - Florez, Jose C A1 - Fornage, Myriam A1 - Freedman, Barry I A1 - Fuster, Valentin A1 - Garay-Sevilla, Ma Eugenia A1 - García-Ortiz, Humberto A1 - Germer, Soren A1 - Gibbs, Richard A A1 - Gieger, Christian A1 - Glaser, Benjamin A1 - Gonzalez, Clicerio A1 - Gonzalez-Villalpando, Maria Elena A1 - Graff, Mariaelisa A1 - Graham, Sarah E A1 - Grarup, Niels A1 - Groop, Leif C A1 - Guo, Xiuqing A1 - Gupta, Namrata A1 - Han, Sohee A1 - Hanis, Craig L A1 - Hansen, Torben A1 - He, Jiang A1 - Heard-Costa, Nancy L A1 - Hung, Yi-Jen A1 - Hwang, Mi Yeong A1 - Irvin, Marguerite R A1 - Islas-Andrade, Sergio A1 - Jarvik, Gail P A1 - Kang, Hyun Min A1 - Kardia, Sharon L R A1 - Kelly, Tanika A1 - Kenny, Eimear E A1 - Khan, Alyna T A1 - Kim, Bong-Jo A1 - Kim, Ryan W A1 - Kim, Young Jin A1 - Koistinen, Heikki A A1 - Kooperberg, Charles A1 - Kuusisto, Johanna A1 - Kwak, Soo Heon A1 - Laakso, Markku A1 - Lange, Leslie A A1 - Lee, Jiwon A1 - Lee, Juyoung A1 - Lee, Seonwook A1 - Lehman, Donna M A1 - Lemaitre, Rozenn N A1 - Linneberg, Allan A1 - Liu, Jianjun A1 - Loos, Ruth J F A1 - Lubitz, Steven A A1 - Lyssenko, Valeriya A1 - Ma, Ronald C W A1 - Martin, Lisa Warsinger A1 - Martínez-Hernández, Angélica A1 - Mathias, Rasika A A1 - McGarvey, Stephen T A1 - McPherson, Ruth A1 - Meigs, James B A1 - Meitinger, Thomas A1 - Melander, Olle A1 - Mendoza-Caamal, Elvia A1 - Metcalf, Ginger A A1 - Mi, Xuenan A1 - Mohlke, Karen L A1 - Montasser, May E A1 - Moon, Jee-Young A1 - Moreno-Macias, Hortensia A1 - Morrison, Alanna C A1 - Muzny, Donna M A1 - Nelson, Sarah C A1 - Nilsson, Peter M A1 - O'Connell, Jeffrey R A1 - Orho-Melander, Marju A1 - Orozco, Lorena A1 - Palmer, Colin N A A1 - Palmer, Nicholette D A1 - Park, Cheol Joo A1 - Park, Kyong Soo A1 - Pedersen, Oluf A1 - Peralta, Juan M A1 - Peyser, Patricia A A1 - Post, Wendy S A1 - Preuss, Michael A1 - Psaty, Bruce M A1 - Qi, Qibin A1 - Rao, D C A1 - Redline, Susan A1 - Reiner, Alexander P A1 - Revilla-Monsalve, Cristina A1 - Rich, Stephen S A1 - Samani, Nilesh A1 - Schunkert, Heribert A1 - Schurmann, Claudia A1 - Seo, Daekwan A1 - Seo, Jeong-Sun A1 - Sim, Xueling A1 - Sladek, Rob A1 - Small, Kerrin S A1 - So, Wing Yee A1 - Stilp, Adrienne M A1 - Tai, E Shyong A1 - Tam, Claudia H T A1 - Taylor, Kent D A1 - Teo, Yik Ying A1 - Thameem, Farook A1 - Tomlinson, Brian A1 - Tsai, Michael Y A1 - Tuomi, Tiinamaija A1 - Tuomilehto, Jaakko A1 - Tusié-Luna, Teresa A1 - Udler, Miriam S A1 - van Dam, Rob M A1 - Vasan, Ramachandran S A1 - Viaud Martinez, Karine A A1 - Wang, Fei Fei A1 - Wang, Xuzhi A1 - Watkins, Hugh A1 - Weeks, Daniel E A1 - Wilson, James G A1 - Witte, Daniel R A1 - Wong, Tien-Yin A1 - Yanek, Lisa R A1 - Kathiresan, Sekar A1 - Rader, Daniel J A1 - Rotter, Jerome I A1 - Boehnke, Michael A1 - McCarthy, Mark I A1 - Willer, Cristen J A1 - Natarajan, Pradeep A1 - Flannick, Jason A A1 - Khera, Amit V A1 - Peloso, Gina M KW - Alleles KW - Blood Glucose KW - Case-Control Studies KW - Computational Biology KW - Databases, Genetic KW - Diabetes Mellitus, Type 2 KW - Exome KW - Genetic Predisposition to Disease KW - Genetic Variation KW - Genetics, Population KW - Genome-Wide Association Study KW - Humans KW - Lipid Metabolism KW - Lipids KW - Liver KW - Molecular Sequence Annotation KW - Multifactorial Inheritance KW - Open Reading Frames KW - Phenotype KW - Polymorphism, Single Nucleotide AB -

Large-scale gene sequencing studies for complex traits have the potential to identify causal genes with therapeutic implications. We performed gene-based association testing of blood lipid levels with rare (minor allele frequency < 1%) predicted damaging coding variation by using sequence data from >170,000 individuals from multiple ancestries: 97,493 European, 30,025 South Asian, 16,507 African, 16,440 Hispanic/Latino, 10,420 East Asian, and 1,182 Samoan. We identified 35 genes associated with circulating lipid levels; some of these genes have not been previously associated with lipid levels when using rare coding variation from population-based samples. We prioritize 32 genes in array-based genome-wide association study (GWAS) loci based on aggregations of rare coding variants; three (EVI5, SH2B3, and PLIN1) had no prior association of rare coding variants with lipid levels. Most of our associated genes showed evidence of association among multiple ancestries. Finally, we observed an enrichment of gene-based associations for low-density lipoprotein cholesterol drug target genes and for genes closest to GWAS index single-nucleotide polymorphisms (SNPs). Our results demonstrate that gene-based associations can be beneficial for drug target development and provide evidence that the gene closest to the array-based GWAS index SNP is often the functional gene for blood lipid levels.

VL - 109 IS - 1 ER - TY - JOUR T1 - Rare genetic variants explain missing heritability in smoking. JF - Nat Hum Behav Y1 - 2022 A1 - Jang, Seon-Kyeong A1 - Evans, Luke A1 - Fialkowski, Allison A1 - Arnett, Donna K A1 - Ashley-Koch, Allison E A1 - Barnes, Kathleen C A1 - Becker, Diane M A1 - Bis, Joshua C A1 - Blangero, John A1 - Bleecker, Eugene R A1 - Boorgula, Meher Preethi A1 - Bowden, Donald W A1 - Brody, Jennifer A A1 - Cade, Brian E A1 - Jenkins, Brenda W Campbell A1 - Carson, April P A1 - Chavan, Sameer A1 - Cupples, L Adrienne A1 - Custer, Brian A1 - Damrauer, Scott M A1 - David, Sean P A1 - de Andrade, Mariza A1 - Dinardo, Carla L A1 - Fingerlin, Tasha E A1 - Fornage, Myriam A1 - Freedman, Barry I A1 - Garrett, Melanie E A1 - Gharib, Sina A A1 - Glahn, David C A1 - Haessler, Jeffrey A1 - Heckbert, Susan R A1 - Hokanson, John E A1 - Hou, Lifang A1 - Hwang, Shih-Jen A1 - Hyman, Matthew C A1 - Judy, Renae A1 - Justice, Anne E A1 - Kaplan, Robert C A1 - Kardia, Sharon L R A1 - Kelly, Shannon A1 - Kim, Wonji A1 - Kooperberg, Charles A1 - Levy, Daniel A1 - Lloyd-Jones, Donald M A1 - Loos, Ruth J F A1 - Manichaikul, Ani W A1 - Gladwin, Mark T A1 - Martin, Lisa Warsinger A1 - Nouraie, Mehdi A1 - Melander, Olle A1 - Meyers, Deborah A A1 - Montgomery, Courtney G A1 - North, Kari E A1 - Oelsner, Elizabeth C A1 - Palmer, Nicholette D A1 - Payton, Marinelle A1 - Peljto, Anna L A1 - Peyser, Patricia A A1 - Preuss, Michael A1 - Psaty, Bruce M A1 - Qiao, Dandi A1 - Rader, Daniel J A1 - Rafaels, Nicholas A1 - Redline, Susan A1 - Reed, Robert M A1 - Reiner, Alexander P A1 - Rich, Stephen S A1 - Rotter, Jerome I A1 - Schwartz, David A A1 - Shadyab, Aladdin H A1 - Silverman, Edwin K A1 - Smith, Nicholas L A1 - Smith, J Gustav A1 - Smith, Albert V A1 - Smith, Jennifer A A1 - Tang, Weihong A1 - Taylor, Kent D A1 - Telen, Marilyn J A1 - Vasan, Ramachandran S A1 - Gordeuk, Victor R A1 - Wang, Zhe A1 - Wiggins, Kerri L A1 - Yanek, Lisa R A1 - Yang, Ivana V A1 - Young, Kendra A A1 - Young, Kristin L A1 - Zhang, Yingze A1 - Liu, Dajiang J A1 - Keller, Matthew C A1 - Vrieze, Scott AB -

Common genetic variants explain less variation in complex phenotypes than inferred from family-based studies, and there is a debate on the source of this 'missing heritability'. We investigated the contribution of rare genetic variants to tobacco use with whole-genome sequences from up to 26,257 unrelated individuals of European ancestries and 11,743 individuals of African ancestries. Across four smoking traits, single-nucleotide-polymorphism-based heritability ([Formula: see text]) was estimated from 0.13 to 0.28 (s.e., 0.10-0.13) in European ancestries, with 35-74% of it attributable to rare variants with minor allele frequencies between 0.01% and 1%. These heritability estimates are 1.5-4 times higher than past estimates based on common variants alone and accounted for 60% to 100% of our pedigree-based estimates of narrow-sense heritability ([Formula: see text], 0.18-0.34). In the African ancestry samples, [Formula: see text] was estimated from 0.03 to 0.33 (s.e., 0.09-0.14) across the four smoking traits. These results suggest that rare variants are important contributors to the heritability of smoking.

ER - TY - JOUR T1 - Aberrant activation of TCL1A promotes stem cell expansion in clonal haematopoiesis. JF - Nature Y1 - 2023 A1 - Weinstock, Joshua S A1 - Gopakumar, Jayakrishnan A1 - Burugula, Bala Bharathi A1 - Uddin, Md Mesbah A1 - Jahn, Nikolaus A1 - Belk, Julia A A1 - Bouzid, Hind A1 - Daniel, Bence A1 - Miao, Zhuang A1 - Ly, Nghi A1 - Mack, Taralynn M A1 - Luna, Sofia E A1 - Prothro, Katherine P A1 - Mitchell, Shaneice R A1 - Laurie, Cecelia A A1 - Broome, Jai G A1 - Taylor, Kent D A1 - Guo, Xiuqing A1 - Sinner, Moritz F A1 - von Falkenhausen, Aenne S A1 - Kääb, Stefan A1 - Shuldiner, Alan R A1 - O'Connell, Jeffrey R A1 - Lewis, Joshua P A1 - Boerwinkle, Eric A1 - Barnes, Kathleen C A1 - Chami, Nathalie A1 - Kenny, Eimear E A1 - Loos, Ruth J F A1 - Fornage, Myriam A1 - Hou, Lifang A1 - Lloyd-Jones, Donald M A1 - Redline, Susan A1 - Cade, Brian E A1 - Psaty, Bruce M A1 - Bis, Joshua C A1 - Brody, Jennifer A A1 - Silverman, Edwin K A1 - Yun, Jeong H A1 - Qiao, Dandi A1 - Palmer, Nicholette D A1 - Freedman, Barry I A1 - Bowden, Donald W A1 - Cho, Michael H A1 - DeMeo, Dawn L A1 - Vasan, Ramachandran S A1 - Yanek, Lisa R A1 - Becker, Lewis C A1 - Kardia, Sharon L R A1 - Peyser, Patricia A A1 - He, Jiang A1 - Rienstra, Michiel A1 - van der Harst, Pim A1 - Kaplan, Robert A1 - Heckbert, Susan R A1 - Smith, Nicholas L A1 - Wiggins, Kerri L A1 - Arnett, Donna K A1 - Irvin, Marguerite R A1 - Tiwari, Hemant A1 - Cutler, Michael J A1 - Knight, Stacey A1 - Muhlestein, J Brent A1 - Correa, Adolfo A1 - Raffield, Laura M A1 - Gao, Yan A1 - de Andrade, Mariza A1 - Rotter, Jerome I A1 - Rich, Stephen S A1 - Tracy, Russell P A1 - Konkle, Barbara A A1 - Johnsen, Jill M A1 - Wheeler, Marsha M A1 - Smith, J Gustav A1 - Melander, Olle A1 - Nilsson, Peter M A1 - Custer, Brian S A1 - Duggirala, Ravindranath A1 - Curran, Joanne E A1 - Blangero, John A1 - McGarvey, Stephen A1 - Williams, L Keoki A1 - Xiao, Shujie A1 - Yang, Mao A1 - Gu, C Charles A1 - Chen, Yii-Der Ida A1 - Lee, Wen-Jane A1 - Marcus, Gregory M A1 - Kane, John P A1 - Pullinger, Clive R A1 - Shoemaker, M Benjamin A1 - Darbar, Dawood A1 - Roden, Dan M A1 - Albert, Christine A1 - Kooperberg, Charles A1 - Zhou, Ying A1 - Manson, JoAnn E A1 - Desai, Pinkal A1 - Johnson, Andrew D A1 - Mathias, Rasika A A1 - Blackwell, Thomas W A1 - Abecasis, Goncalo R A1 - Smith, Albert V A1 - Kang, Hyun M A1 - Satpathy, Ansuman T A1 - Natarajan, Pradeep A1 - Kitzman, Jacob O A1 - Whitsel, Eric A A1 - Reiner, Alexander P A1 - Bick, Alexander G A1 - Jaiswal, Siddhartha KW - Alleles KW - Animals KW - Clonal Hematopoiesis KW - Genome-Wide Association Study KW - Hematopoiesis KW - Hematopoietic Stem Cells KW - Humans KW - Mice KW - Mutation KW - Promoter Regions, Genetic AB -

Mutations in a diverse set of driver genes increase the fitness of haematopoietic stem cells (HSCs), leading to clonal haematopoiesis. These lesions are precursors for blood cancers, but the basis of their fitness advantage remains largely unknown, partly owing to a paucity of large cohorts in which the clonal expansion rate has been assessed by longitudinal sampling. Here, to circumvent this limitation, we developed a method to infer the expansion rate from data from a single time point. We applied this method to 5,071 people with clonal haematopoiesis. A genome-wide association study revealed that a common inherited polymorphism in the TCL1A promoter was associated with a slower expansion rate in clonal haematopoiesis overall, but the effect varied by driver gene. Those carrying this protective allele exhibited markedly reduced growth rates or prevalence of clones with driver mutations in TET2, ASXL1, SF3B1 and SRSF2, but this effect was not seen in clones with driver mutations in DNMT3A. TCL1A was not expressed in normal or DNMT3A-mutated HSCs, but the introduction of mutations in TET2 or ASXL1 led to the expression of TCL1A protein and the expansion of HSCs in vitro. The protective allele restricted TCL1A expression and expansion of mutant HSCs, as did experimental knockdown of TCL1A expression. Forced expression of TCL1A promoted the expansion of human HSCs in vitro and mouse HSCs in vivo. Our results indicate that the fitness advantage of several commonly mutated driver genes in clonal haematopoiesis may be mediated by TCL1A activation.

VL - 616 IS - 7958 ER - TY - JOUR T1 - Carriers of rare damaging genetic variants are at lower risk of atherosclerotic disease. JF - medRxiv Y1 - 2023 A1 - Georgakis, Marios K A1 - Malik, Rainer A1 - Hasbani, Natalie R A1 - Shakt, Gabrielle A1 - Morrison, Alanna C A1 - Tsao, Noah L A1 - Judy, Renae A1 - Mitchell, Braxton D A1 - Xu, Huichun A1 - Montasser, May E A1 - Do, Ron A1 - Kenny, Eimear E A1 - Loos, Ruth J F A1 - Terry, James G A1 - Carr, John Jeffrey A1 - Bis, Joshua C A1 - Psaty, Bruce M A1 - Longstreth, W T A1 - Young, Kendra A A1 - Lutz, Sharon M A1 - Cho, Michael H A1 - Broome, Jai A1 - Khan, Alyna T A1 - Wang, Fei Fei A1 - Heard-Costa, Nancy A1 - Seshadri, Sudha A1 - Vasan, Ramachandran S A1 - Palmer, Nicholette D A1 - Freedman, Barry I A1 - Bowden, Donald W A1 - Yanek, Lisa R A1 - Kral, Brian G A1 - Becker, Lewis C A1 - Peyser, Patricia A A1 - Bielak, Lawrence F A1 - Ammous, Farah A1 - Carson, April P A1 - Hall, Michael E A1 - Raffield, Laura M A1 - Rich, Stephen S A1 - Post, Wendy S A1 - Tracy, Russel P A1 - Taylor, Kent D A1 - Guo, Xiuqing A1 - Mahaney, Michael C A1 - Curran, Joanne E A1 - Blangero, John A1 - Clarke, Shoa L A1 - Haessler, Jeffrey W A1 - Hu, Yao A1 - Assimes, Themistocles L A1 - Kooperberg, Charles A1 - Damrauer, Scott M A1 - Rotter, Jerome I A1 - de Vries, Paul S A1 - Dichgans, Martin AB -

BACKGROUND: The CCL2/CCR2 axis governs monocyte trafficking and recruitment to atherosclerotic lesions. Human genetic analyses and population-based studies support an association between circulating CCL2 levels and atherosclerosis. Still, it remains unknown whether pharmacological targeting of CCR2, the main CCL2 receptor, would provide protection against human atherosclerotic disease.

METHODS: In whole-exome sequencing data from 454,775 UK Biobank participants (40-69 years), we identified predicted loss-of-function (LoF) or damaging missense (REVEL score >0.5) variants within the gene. We prioritized variants associated with lower monocyte count (p<0.05) and tested associations with vascular risk factors and risk of atherosclerotic disease over a mean follow-up of 14 years. The results were replicated in a pooled cohort of three independent datasets (TOPMed, deCODE and Penn Medicine BioBank; total n=441,445) and the effect of the most frequent damaging variant was experimentally validated.

RESULTS: A total of 45 predicted LoF or damaging missense variants were identified in the gene, 4 of which were also significantly associated with lower monocyte count, but not with other white blood cell counts. Heterozygous carriers of these variants were at a lower risk of a combined atherosclerosis outcome, showed a lower burden of atherosclerosis across four vascular beds, and were at a lower lifetime risk of coronary artery disease and myocardial infarction. There was no evidence of association with vascular risk factors including LDL-cholesterol, blood pressure, glycemic status, or C-reactive protein. Using a cAMP assay, we found that cells transfected with the most frequent damaging variant (3:46358273:T:A, M249K, 547 carriers, frequency: 0.14%) show a decrease in signaling in response to CCL2. The associations of the M249K variant with myocardial infarction were consistent across cohorts (OR : 0.62 95%CI: 0.39-0.96; OR : 0.64 95%CI: 0.34-1.19; OR : 0.64 95%CI: 0.45-0.90). In a phenome-wide association study, we found no evidence for higher risk of common infections or mortality among carriers of damaging variants.

CONCLUSIONS: Heterozygous carriers of damaging variants have a lower burden of atherosclerosis and lower lifetime risk of myocardial infarction. In conjunction with previous evidence from experimental and epidemiological studies, our findings highlight the translational potential of CCR2-targeting as an atheroprotective approach.

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 - TY - JOUR T1 - The genetic determinants of recurrent somatic mutations in 43,693 blood genomes. JF - Sci Adv Y1 - 2023 A1 - Weinstock, Joshua S A1 - Laurie, Cecelia A A1 - Broome, Jai G A1 - Taylor, Kent D A1 - Guo, Xiuqing A1 - Shuldiner, Alan R A1 - O'Connell, Jeffrey R A1 - Lewis, Joshua P A1 - Boerwinkle, Eric A1 - Barnes, Kathleen C A1 - Chami, Nathalie A1 - Kenny, Eimear E A1 - Loos, Ruth J F A1 - Fornage, Myriam A1 - Redline, Susan A1 - Cade, Brian E A1 - Gilliland, Frank D A1 - Chen, Zhanghua A1 - Gauderman, W James A1 - Kumar, Rajesh A1 - Grammer, Leslie A1 - Schleimer, Robert P A1 - Psaty, Bruce M A1 - Bis, Joshua C A1 - Brody, Jennifer A A1 - Silverman, Edwin K A1 - Yun, Jeong H A1 - Qiao, Dandi A1 - Weiss, Scott T A1 - Lasky-Su, Jessica A1 - DeMeo, Dawn L A1 - Palmer, Nicholette D A1 - Freedman, Barry I A1 - Bowden, Donald W A1 - Cho, Michael H A1 - Vasan, Ramachandran S A1 - Johnson, Andrew D A1 - Yanek, Lisa R A1 - Becker, Lewis C A1 - Kardia, Sharon A1 - He, Jiang A1 - Kaplan, Robert A1 - Heckbert, Susan R A1 - Smith, Nicholas L A1 - Wiggins, Kerri L A1 - Arnett, Donna K A1 - Irvin, Marguerite R A1 - Tiwari, Hemant A1 - Correa, Adolfo A1 - Raffield, Laura M A1 - Gao, Yan A1 - de Andrade, Mariza A1 - Rotter, Jerome I A1 - Rich, Stephen S A1 - Manichaikul, Ani W A1 - Konkle, Barbara A A1 - Johnsen, Jill M A1 - Wheeler, Marsha M A1 - Custer, Brian S A1 - Duggirala, Ravindranath A1 - Curran, Joanne E A1 - Blangero, John A1 - Gui, Hongsheng A1 - Xiao, Shujie A1 - Williams, L Keoki A1 - Meyers, Deborah A A1 - Li, Xingnan A1 - Ortega, Victor A1 - McGarvey, Stephen A1 - Gu, C Charles A1 - Chen, Yii-Der Ida A1 - Lee, Wen-Jane A1 - Shoemaker, M Benjamin A1 - Darbar, Dawood A1 - Roden, Dan A1 - Albert, Christine A1 - Kooperberg, Charles A1 - Desai, Pinkal A1 - Blackwell, Thomas W A1 - Abecasis, Goncalo R A1 - Smith, Albert V A1 - Kang, Hyun M A1 - Mathias, Rasika A1 - Natarajan, Pradeep A1 - Jaiswal, Siddhartha A1 - Reiner, Alexander P A1 - Bick, Alexander G KW - Germ-Line Mutation KW - Hematopoiesis KW - Humans KW - Middle Aged KW - Mutation KW - Mutation, Missense KW - Phenotype AB -

Nononcogenic somatic mutations are thought to be uncommon and inconsequential. To test this, we analyzed 43,693 National Heart, Lung and Blood Institute Trans-Omics for Precision Medicine blood whole genomes from 37 cohorts and identified 7131 non-missense somatic mutations that are recurrently mutated in at least 50 individuals. These recurrent non-missense somatic mutations (RNMSMs) are not clearly explained by other clonal phenomena such as clonal hematopoiesis. RNMSM prevalence increased with age, with an average 50-year-old having 27 RNMSMs. Inherited germline variation associated with RNMSM acquisition. These variants were found in genes involved in adaptive immune function, proinflammatory cytokine production, and lymphoid lineage commitment. In addition, the presence of eight specific RNMSMs associated with blood cell traits at effect sizes comparable to Mendelian genetic mutations. Overall, we found that somatic mutations in blood are an unexpectedly common phenomenon with ancestry-specific determinants and human health consequences.

VL - 9 IS - 17 ER - TY - JOUR T1 - Multi-ancestry genome-wide study identifies effector genes and druggable pathways for coronary artery calcification. JF - Nat Genet Y1 - 2023 A1 - Kavousi, Maryam A1 - Bos, Maxime M A1 - Barnes, Hanna J A1 - Lino Cardenas, Christian L A1 - Wong, Doris A1 - Lu, Haojie A1 - Hodonsky, Chani J A1 - Landsmeer, Lennart P L A1 - Turner, Adam W A1 - Kho, Minjung A1 - Hasbani, Natalie R A1 - de Vries, Paul S A1 - Bowden, Donald W A1 - Chopade, Sandesh A1 - Deelen, Joris A1 - Benavente, Ernest Diez A1 - Guo, Xiuqing A1 - Hofer, Edith A1 - Hwang, Shih-Jen A1 - Lutz, Sharon M A1 - Lyytikäinen, Leo-Pekka A1 - Slenders, Lotte A1 - Smith, Albert V A1 - Stanislawski, Maggie A A1 - van Setten, Jessica A1 - Wong, Quenna A1 - Yanek, Lisa R A1 - Becker, Diane M A1 - Beekman, Marian A1 - Budoff, Matthew J A1 - Feitosa, Mary F A1 - Finan, Chris A1 - Hilliard, Austin T A1 - Kardia, Sharon L R A1 - Kovacic, Jason C A1 - Kral, Brian G A1 - Langefeld, Carl D A1 - Launer, Lenore J A1 - Malik, Shaista A1 - Hoesein, Firdaus A A Mohamed A1 - Mokry, Michal A1 - Schmidt, Reinhold A1 - Smith, Jennifer A A1 - Taylor, Kent D A1 - Terry, James G A1 - van der Grond, Jeroen A1 - van Meurs, Joyce A1 - Vliegenthart, Rozemarijn A1 - Xu, Jianzhao A1 - Young, Kendra A A1 - Zilhão, Nuno R A1 - Zweiker, Robert A1 - Assimes, Themistocles L A1 - Becker, Lewis C A1 - Bos, Daniel A1 - Carr, J Jeffrey A1 - Cupples, L Adrienne A1 - de Kleijn, Dominique P V A1 - de Winther, Menno A1 - den Ruijter, Hester M A1 - Fornage, Myriam A1 - Freedman, Barry I A1 - Gudnason, Vilmundur A1 - Hingorani, Aroon D A1 - Hokanson, John E A1 - Ikram, M Arfan A1 - Išgum, Ivana A1 - Jacobs, David R A1 - Kähönen, Mika A1 - Lange, Leslie A A1 - Lehtimäki, Terho A1 - Pasterkamp, Gerard A1 - Raitakari, Olli T A1 - Schmidt, Helena A1 - Slagboom, P Eline A1 - Uitterlinden, André G A1 - Vernooij, Meike W A1 - Bis, Joshua C A1 - Franceschini, Nora A1 - Psaty, Bruce M A1 - Post, Wendy S A1 - Rotter, Jerome I A1 - Björkegren, Johan L M A1 - O'Donnell, Christopher J A1 - Bielak, Lawrence F A1 - Peyser, Patricia A A1 - Malhotra, Rajeev A1 - van der Laan, Sander W A1 - Miller, Clint L AB -

Coronary artery calcification (CAC), a measure of subclinical atherosclerosis, predicts future symptomatic coronary artery disease (CAD). Identifying genetic risk factors for CAC may point to new therapeutic avenues for prevention. Currently, there are only four known risk loci for CAC identified from genome-wide association studies (GWAS) in the general population. Here we conducted the largest multi-ancestry GWAS meta-analysis of CAC to date, which comprised 26,909 individuals of European ancestry and 8,867 individuals of African ancestry. We identified 11 independent risk loci, of which eight were new for CAC and five had not been reported for CAD. These new CAC loci are related to bone mineralization, phosphate catabolism and hormone metabolic pathways. Several new loci harbor candidate causal genes supported by multiple lines of functional evidence and are regulators of smooth muscle cell-mediated calcification ex vivo and in vitro. Together, these findings help refine the genetic architecture of CAC and extend our understanding of the biological and potential druggable pathways underlying CAC.

VL - 55 IS - 10 ER - TY - JOUR T1 - Multi-ancestry genome-wide study in >2.5 million individuals reveals heterogeneity in mechanistic pathways of type 2 diabetes and complications. JF - medRxiv Y1 - 2023 A1 - Suzuki, Ken A1 - Hatzikotoulas, Konstantinos A1 - Southam, Lorraine A1 - Taylor, Henry J A1 - Yin, Xianyong A1 - Lorenz, Kim M A1 - Mandla, Ravi A1 - Huerta-Chagoya, Alicia A1 - Rayner, Nigel W A1 - Bocher, Ozvan A1 - Ana Luiza de, S V Arruda A1 - Sonehara, Kyuto A1 - Namba, Shinichi A1 - Lee, Simon S K A1 - Preuss, Michael H A1 - Petty, Lauren E A1 - Schroeder, Philip A1 - Vanderwerff, Brett A1 - Kals, Mart A1 - Bragg, Fiona A1 - Lin, Kuang A1 - Guo, Xiuqing A1 - Zhang, Weihua A1 - Yao, Jie A1 - Kim, Young Jin A1 - Graff, Mariaelisa A1 - Takeuchi, Fumihiko A1 - Nano, Jana A1 - Lamri, Amel A1 - Nakatochi, Masahiro A1 - Moon, Sanghoon A1 - Scott, Robert A A1 - Cook, James P A1 - Lee, Jung-Jin A1 - Pan, Ian A1 - Taliun, Daniel A1 - Parra, Esteban J A1 - Chai, Jin-Fang A1 - Bielak, Lawrence F A1 - Tabara, Yasuharu A1 - Hai, Yang A1 - Thorleifsson, Gudmar A1 - Grarup, Niels A1 - Sofer, Tamar A1 - Wuttke, Matthias A1 - Sarnowski, Chloe A1 - Gieger, Christian A1 - Nousome, Darryl A1 - Trompet, Stella A1 - Kwak, Soo-Heon A1 - Long, Jirong A1 - Sun, Meng A1 - Tong, Lin A1 - Chen, Wei-Min A1 - Nongmaithem, Suraj S A1 - Noordam, Raymond A1 - Lim, Victor J Y A1 - Tam, Claudia H T A1 - Joo, Yoonjung Yoonie A1 - Chen, Chien-Hsiun A1 - Raffield, Laura M A1 - Prins, Bram Peter A1 - Nicolas, Aude A1 - Yanek, Lisa R A1 - Chen, Guanjie A1 - Brody, Jennifer A A1 - Kabagambe, Edmond A1 - An, Ping A1 - Xiang, Anny H A1 - Choi, Hyeok Sun A1 - Cade, Brian E A1 - Tan, Jingyi A1 - Alaine Broadaway, K A1 - Williamson, Alice A1 - Kamali, Zoha A1 - Cui, Jinrui A1 - Adair, Linda S A1 - Adeyemo, Adebowale A1 - Aguilar-Salinas, Carlos A A1 - Ahluwalia, Tarunveer S A1 - Anand, Sonia S A1 - Bertoni, Alain A1 - Bork-Jensen, Jette A1 - Brandslund, Ivan A1 - Buchanan, Thomas A A1 - Burant, Charles F A1 - Butterworth, Adam S A1 - Canouil, Mickaël A1 - Chan, Juliana C N A1 - Chang, Li-Ching A1 - Chee, Miao-Li A1 - Chen, Ji A1 - Chen, Shyh-Huei A1 - Chen, Yuan-Tsong A1 - Chen, Zhengming A1 - Chuang, Lee-Ming A1 - Cushman, Mary A1 - Danesh, John A1 - Das, Swapan K A1 - Janaka de Silva, H A1 - Dedoussis, George A1 - Dimitrov, Latchezar A1 - Doumatey, Ayo P A1 - Du, Shufa A1 - Duan, Qing A1 - Eckardt, Kai-Uwe A1 - Emery, Leslie S A1 - Evans, Daniel S A1 - Evans, Michele K A1 - Fischer, Krista A1 - Floyd, James S A1 - Ford, Ian A1 - Franco, Oscar H A1 - Frayling, Timothy M A1 - Freedman, Barry I A1 - Genter, Pauline A1 - Gerstein, Hertzel C A1 - Giedraitis, Vilmantas A1 - González-Villalpando, Clicerio A1 - Gonzalez-Villalpando, Maria Elena A1 - Gordon-Larsen, Penny A1 - Gross, Myron A1 - Guare, Lindsay A A1 - Hackinger, Sophie A1 - Han, Sohee A1 - Hattersley, Andrew T A1 - Herder, Christian A1 - Horikoshi, Momoko A1 - Howard, Annie-Green A1 - Hsueh, Willa A1 - Huang, Mengna A1 - Huang, Wei A1 - Hung, Yi-Jen A1 - Hwang, Mi Yeong A1 - Hwu, Chii-Min A1 - Ichihara, Sahoko A1 - Ikram, Mohammad Arfan A1 - Ingelsson, Martin A1 - Islam, Md Tariqul A1 - Isono, Masato A1 - Jang, Hye-Mi A1 - Jasmine, Farzana A1 - Jiang, Guozhi A1 - Jonas, Jost B A1 - Jørgensen, Torben A1 - Kandeel, Fouad R A1 - Kasturiratne, Anuradhani A1 - Katsuya, Tomohiro A1 - Kaur, Varinderpal A1 - Kawaguchi, Takahisa A1 - Keaton, Jacob M A1 - Kho, Abel N A1 - Khor, Chiea-Chuen A1 - Kibriya, Muhammad G A1 - Kim, Duk-Hwan A1 - Kronenberg, Florian A1 - Kuusisto, Johanna A1 - Läll, Kristi A1 - Lange, Leslie A A1 - Lee, Kyung Min A1 - Lee, Myung-Shik A1 - Lee, Nanette R A1 - Leong, Aaron A1 - Li, Liming A1 - Li, Yun A1 - Li-Gao, Ruifang A1 - Lithgart, Symen A1 - Lindgren, Cecilia M A1 - Linneberg, Allan A1 - Liu, Ching-Ti A1 - Liu, Jianjun A1 - Locke, Adam E A1 - Louie, Tin A1 - Luan, Jian'an A1 - Luk, Andrea O A1 - Luo, Xi A1 - Lv, Jun A1 - Lynch, Julie A A1 - Lyssenko, Valeriya A1 - Maeda, Shiro A1 - Mamakou, Vasiliki A1 - Mansuri, Sohail Rafik A1 - Matsuda, Koichi A1 - Meitinger, Thomas A1 - Metspalu, Andres A1 - Mo, Huan A1 - Morris, Andrew D A1 - Nadler, Jerry L A1 - Nalls, Michael A A1 - Nayak, Uma A1 - Ntalla, Ioanna A1 - Okada, Yukinori A1 - Orozco, Lorena A1 - Patel, Sanjay R A1 - Patil, Snehal A1 - Pei, Pei A1 - Pereira, Mark A A1 - Peters, Annette A1 - Pirie, Fraser J A1 - Polikowsky, Hannah G A1 - Porneala, Bianca A1 - Prasad, Gauri A1 - Rasmussen-Torvik, Laura J A1 - Reiner, Alexander P A1 - Roden, Michael A1 - Rohde, Rebecca A1 - Roll, Katheryn A1 - Sabanayagam, Charumathi A1 - Sandow, Kevin A1 - Sankareswaran, Alagu A1 - Sattar, Naveed A1 - Schönherr, Sebastian A1 - Shahriar, Mohammad A1 - Shen, Botong A1 - Shi, Jinxiu A1 - Shin, Dong Mun A1 - Shojima, Nobuhiro A1 - Smith, Jennifer A A1 - So, Wing Yee A1 - Stančáková, Alena A1 - Steinthorsdottir, Valgerdur A1 - Stilp, Adrienne M A1 - Strauch, Konstantin A1 - Taylor, Kent D A1 - Thorand, Barbara A1 - Thorsteinsdottir, Unnur A1 - Tomlinson, Brian A1 - Tran, Tam C A1 - Tsai, Fuu-Jen A1 - Tuomilehto, Jaakko A1 - Tusié-Luna, Teresa A1 - Udler, Miriam S A1 - Valladares-Salgado, Adan A1 - van Dam, Rob M A1 - van Klinken, Jan B A1 - Varma, Rohit A1 - Wacher-Rodarte, Niels A1 - Wheeler, Eleanor A1 - Wickremasinghe, Ananda R A1 - van Dijk, Ko Willems A1 - Witte, Daniel R A1 - Yajnik, Chittaranjan S A1 - Yamamoto, Ken A1 - Yamamoto, Kenichi A1 - Yoon, Kyungheon A1 - Yu, Canqing A1 - Yuan, Jian-Min A1 - Yusuf, Salim A1 - Zawistowski, Matthew A1 - Zhang, Liang A1 - Zheng, Wei A1 - Project, Biobank Japan A1 - BioBank, Penn Medicine A1 - Center, Regeneron Genetics A1 - Consortium, eMERGE A1 - Raffel, Leslie J A1 - Igase, Michiya A1 - Ipp, Eli A1 - Redline, Susan A1 - Cho, Yoon Shin A1 - Lind, Lars A1 - Province, Michael A A1 - Fornage, Myriam A1 - Hanis, Craig L A1 - Ingelsson, Erik A1 - Zonderman, Alan B A1 - Psaty, Bruce M A1 - Wang, Ya-Xing A1 - Rotimi, Charles N A1 - Becker, Diane M A1 - Matsuda, Fumihiko A1 - Liu, Yongmei A1 - Yokota, Mitsuhiro A1 - Kardia, Sharon L R A1 - Peyser, Patricia A A1 - Pankow, James S A1 - Engert, James C A1 - Bonnefond, Amélie A1 - Froguel, Philippe A1 - Wilson, James G A1 - Sheu, Wayne H H A1 - Wu, Jer-Yuarn A1 - Geoffrey Hayes, M A1 - Ma, Ronald C W A1 - Wong, Tien-Yin A1 - Mook-Kanamori, Dennis O A1 - Tuomi, Tiinamaija A1 - Chandak, Giriraj R A1 - Collins, Francis S A1 - Bharadwaj, Dwaipayan A1 - Paré, Guillaume A1 - Sale, Michèle M A1 - Ahsan, Habibul A1 - Motala, Ayesha A A1 - Shu, Xiao-Ou A1 - Park, Kyong-Soo A1 - Jukema, J Wouter A1 - Cruz, Miguel A1 - Chen, Yii-Der Ida A1 - Rich, Stephen S A1 - McKean-Cowdin, Roberta A1 - Grallert, Harald A1 - Cheng, Ching-Yu A1 - Ghanbari, Mohsen A1 - Tai, E-Shyong A1 - Dupuis, Josée A1 - Kato, Norihiro A1 - Laakso, Markku A1 - Köttgen, Anna A1 - Koh, Woon-Puay A1 - Bowden, Donald W A1 - Palmer, Colin N A A1 - Kooner, Jaspal S A1 - Kooperberg, Charles A1 - Liu, Simin A1 - North, Kari E A1 - Saleheen, Danish A1 - Hansen, Torben A1 - Pedersen, Oluf A1 - Wareham, Nicholas J A1 - Lee, Juyoung A1 - Kim, Bong-Jo A1 - Millwood, Iona Y A1 - Walters, Robin G A1 - Stefansson, Kari A1 - Goodarzi, Mark O A1 - Mohlke, Karen L A1 - Langenberg, Claudia A1 - Haiman, Christopher A A1 - Loos, Ruth J F A1 - Florez, Jose C A1 - Rader, Daniel J A1 - Ritchie, Marylyn D A1 - Zöllner, Sebastian A1 - Mägi, Reedik A1 - Denny, Joshua C A1 - Yamauchi, Toshimasa A1 - Kadowaki, Takashi A1 - Chambers, John C A1 - Ng, Maggie C Y A1 - Sim, Xueling A1 - Below, Jennifer E A1 - Tsao, Philip S A1 - Chang, Kyong-Mi A1 - McCarthy, Mark I A1 - Meigs, James B A1 - Mahajan, Anubha A1 - Spracklen, Cassandra N A1 - Mercader, Josep M A1 - Boehnke, Michael A1 - Rotter, Jerome I A1 - Vujkovic, Marijana A1 - Voight, Benjamin F A1 - Morris, Andrew P A1 - Zeggini, Eleftheria AB -

Type 2 diabetes (T2D) is a heterogeneous disease that develops through diverse pathophysiological processes. To characterise the genetic contribution to these processes across ancestry groups, we aggregate genome-wide association study (GWAS) data from 2,535,601 individuals (39.7% non-European ancestry), including 428,452 T2D cases. We identify 1,289 independent association signals at genome-wide significance (P<5×10 ) that map to 611 loci, of which 145 loci are previously unreported. We define eight non-overlapping clusters of T2D signals characterised by distinct profiles of cardiometabolic trait associations. These clusters are differentially enriched for cell-type specific regions of open chromatin, including pancreatic islets, adipocytes, endothelial, and enteroendocrine cells. We build cluster-specific partitioned genetic risk scores (GRS) in an additional 137,559 individuals of diverse ancestry, including 10,159 T2D cases, and test their association with T2D-related vascular outcomes. Cluster-specific partitioned GRS are more strongly associated with coronary artery disease and end-stage diabetic nephropathy than an overall T2D GRS across ancestry groups, highlighting the importance of obesity-related processes in the development of vascular outcomes. Our findings demonstrate the value of integrating multi-ancestry GWAS with single-cell epigenomics to disentangle the aetiological heterogeneity driving the development and progression of T2D, which may offer a route to optimise global access to genetically-informed diabetes care.

ER - TY - JOUR T1 - Powerful, scalable and resource-efficient meta-analysis of rare variant associations in large whole genome sequencing studies. JF - Nat Genet Y1 - 2023 A1 - Li, Xihao A1 - Quick, Corbin A1 - Zhou, Hufeng A1 - Gaynor, Sheila M A1 - Liu, Yaowu A1 - Chen, Han A1 - Selvaraj, Margaret Sunitha A1 - Sun, Ryan A1 - Dey, Rounak A1 - Arnett, Donna K A1 - Bielak, Lawrence F A1 - Bis, Joshua C A1 - Blangero, John A1 - Boerwinkle, Eric A1 - Bowden, Donald W A1 - Brody, Jennifer A A1 - Cade, Brian E A1 - Correa, Adolfo A1 - Cupples, L Adrienne A1 - Curran, Joanne E A1 - de Vries, Paul S A1 - Duggirala, Ravindranath A1 - Freedman, Barry I A1 - Göring, Harald H H A1 - Guo, Xiuqing A1 - Haessler, Jeffrey A1 - Kalyani, Rita R A1 - Kooperberg, Charles A1 - Kral, Brian G A1 - Lange, Leslie A A1 - Manichaikul, Ani A1 - Martin, Lisa W A1 - McGarvey, Stephen T A1 - Mitchell, Braxton D A1 - Montasser, May E A1 - Morrison, Alanna C A1 - Naseri, Take A1 - O'Connell, Jeffrey R A1 - Palmer, Nicholette D A1 - Peyser, Patricia A A1 - Psaty, Bruce M A1 - Raffield, Laura M A1 - Redline, Susan A1 - Reiner, Alexander P A1 - Reupena, Muagututi'a Sefuiva A1 - Rice, Kenneth M A1 - Rich, Stephen S A1 - Sitlani, Colleen M A1 - Smith, Jennifer A A1 - Taylor, Kent D A1 - Vasan, Ramachandran S A1 - Willer, Cristen J A1 - Wilson, James G A1 - Yanek, Lisa R A1 - Zhao, Wei A1 - Rotter, Jerome I A1 - Natarajan, Pradeep A1 - Peloso, Gina M A1 - Li, Zilin A1 - Lin, Xihong KW - Exome Sequencing KW - Genome-Wide Association Study KW - Lipids KW - Phenotype KW - Whole Genome Sequencing AB -

Meta-analysis of whole genome sequencing/whole exome sequencing (WGS/WES) studies provides an attractive solution to the problem of collecting large sample sizes for discovering rare variants associated with complex phenotypes. Existing rare variant meta-analysis approaches are not scalable to biobank-scale WGS data. Here we present MetaSTAAR, a powerful and resource-efficient rare variant meta-analysis framework for large-scale WGS/WES studies. MetaSTAAR accounts for relatedness and population structure, can analyze both quantitative and dichotomous traits and boosts the power of rare variant tests by incorporating multiple variant functional annotations. Through meta-analysis of four lipid traits in 30,138 ancestrally diverse samples from 14 studies of the Trans Omics for Precision Medicine (TOPMed) Program, we show that MetaSTAAR performs rare variant meta-analysis at scale and produces results comparable to using pooled data. Additionally, we identified several conditionally significant rare variant associations with lipid traits. We further demonstrate that MetaSTAAR is scalable to biobank-scale cohorts through meta-analysis of TOPMed WGS data and UK Biobank WES data of ~200,000 samples.

VL - 55 IS - 1 ER - TY - JOUR T1 - Rare variants in long non-coding RNAs are associated with blood lipid levels in the TOPMed Whole Genome Sequencing Study. JF - medRxiv Y1 - 2023 A1 - Wang, Yuxuan A1 - Selvaraj, Margaret Sunitha A1 - Li, Xihao A1 - Li, Zilin A1 - Holdcraft, Jacob A A1 - Arnett, Donna K A1 - Bis, Joshua C A1 - Blangero, John A1 - Boerwinkle, Eric A1 - Bowden, Donald W A1 - Cade, Brian E A1 - Carlson, Jenna C A1 - Carson, April P A1 - Chen, Yii-Der Ida A1 - Curran, Joanne E A1 - de Vries, Paul S A1 - Dutcher, Susan K A1 - Ellinor, Patrick T A1 - Floyd, James S A1 - Fornage, Myriam A1 - Freedman, Barry I A1 - Gabriel, Stacey A1 - Germer, Soren A1 - Gibbs, Richard A A1 - Guo, Xiuqing A1 - He, Jiang A1 - Heard-Costa, Nancy A1 - Hildalgo, Bertha A1 - Hou, Lifang A1 - Irvin, Marguerite R A1 - Joehanes, Roby A1 - Kaplan, Robert C A1 - Kardia, Sharon Lr A1 - Kelly, Tanika N A1 - Kim, Ryan A1 - Kooperberg, Charles A1 - Kral, Brian G A1 - Levy, Daniel A1 - Li, Changwei A1 - Liu, Chunyu A1 - Lloyd-Jone, Don A1 - Loos, Ruth Jf A1 - Mahaney, Michael C A1 - Martin, Lisa W A1 - Mathias, Rasika A A1 - Minster, Ryan L A1 - Mitchell, Braxton D A1 - Montasser, May E A1 - Morrison, Alanna C A1 - Murabito, Joanne M A1 - Naseri, Take A1 - O'Connell, Jeffrey R A1 - Palmer, Nicholette D A1 - Preuss, Michael H A1 - Psaty, Bruce M A1 - Raffield, Laura M A1 - Rao, Dabeeru C A1 - Redline, Susan A1 - Reiner, Alexander P A1 - Rich, Stephen S A1 - Ruepena, Muagututi'a Sefuiva A1 - Sheu, Wayne H-H A1 - Smith, Jennifer A A1 - Smith, Albert A1 - Tiwari, Hemant K A1 - Tsai, Michael Y A1 - Viaud-Martinez, Karine A A1 - Wang, Zhe A1 - Yanek, Lisa R A1 - Zhao, Wei A1 - Rotter, Jerome I A1 - Lin, Xihong A1 - Natarajan, Pradeep A1 - Peloso, Gina M AB -

Long non-coding RNAs (lncRNAs) are known to perform important regulatory functions. Large-scale whole genome sequencing (WGS) studies and new statistical methods for variant set tests now provide an opportunity to assess the associations between rare variants in lncRNA genes and complex traits across the genome. In this study, we used high-coverage WGS from 66,329 participants of diverse ancestries with blood lipid levels (LDL-C, HDL-C, TC, and TG) in the National Heart, Lung, and Blood Institute (NHLBI) Trans-Omics for Precision Medicine (TOPMed) program to investigate the role of lncRNAs in lipid variability. We aggregated rare variants for 165,375 lncRNA genes based on their genomic locations and conducted rare variant aggregate association tests using the STAAR (variant-Set Test for Association using Annotation infoRmation) framework. We performed STAAR conditional analysis adjusting for common variants in known lipid GWAS loci and rare coding variants in nearby protein coding genes. Our analyses revealed 83 rare lncRNA variant sets significantly associated with blood lipid levels, all of which were located in known lipid GWAS loci (in a ±500 kb window of a Global Lipids Genetics Consortium index variant). Notably, 61 out of 83 signals (73%) were conditionally independent of common regulatory variations and rare protein coding variations at the same loci. We replicated 34 out of 61 (56%) conditionally independent associations using the independent UK Biobank WGS data. Our results expand the genetic architecture of blood lipids to rare variants in lncRNA, implicating new therapeutic opportunities.

ER - TY - JOUR T1 - A statistical framework for powerful multi-trait rare variant analysis in large-scale whole-genome sequencing studies. JF - bioRxiv Y1 - 2023 A1 - Li, Xihao A1 - Chen, Han A1 - Selvaraj, Margaret Sunitha A1 - Van Buren, Eric A1 - Zhou, Hufeng A1 - Wang, Yuxuan A1 - Sun, Ryan A1 - McCaw, Zachary R A1 - Yu, Zhi A1 - Arnett, Donna K A1 - Bis, Joshua C A1 - Blangero, John A1 - Boerwinkle, Eric A1 - Bowden, Donald W A1 - Brody, Jennifer A A1 - Cade, Brian E A1 - Carson, April P A1 - Carlson, Jenna C A1 - Chami, Nathalie A1 - Chen, Yii-Der Ida A1 - Curran, Joanne E A1 - de Vries, Paul S A1 - Fornage, Myriam A1 - Franceschini, Nora A1 - Freedman, Barry I A1 - Gu, Charles A1 - Heard-Costa, Nancy L A1 - He, Jiang A1 - Hou, Lifang A1 - Hung, Yi-Jen A1 - Irvin, Marguerite R A1 - Kaplan, Robert C A1 - Kardia, Sharon L R A1 - Kelly, Tanika A1 - Konigsberg, Iain A1 - Kooperberg, Charles A1 - Kral, Brian G A1 - Li, Changwei A1 - Loos, Ruth J F A1 - Mahaney, Michael C A1 - Martin, Lisa W A1 - Mathias, Rasika A A1 - Minster, Ryan L A1 - Mitchell, Braxton D A1 - Montasser, May E A1 - Morrison, Alanna C A1 - Palmer, Nicholette D A1 - Peyser, Patricia A A1 - Psaty, Bruce M A1 - Raffield, Laura M A1 - Redline, Susan A1 - Reiner, Alexander P A1 - Rich, Stephen S A1 - Sitlani, Colleen M A1 - Smith, Jennifer A A1 - Taylor, Kent D A1 - Tiwari, Hemant A1 - Vasan, Ramachandran S A1 - Wang, Zhe A1 - Yanek, Lisa R A1 - Yu, Bing A1 - Rice, Kenneth M A1 - Rotter, Jerome I A1 - Peloso, Gina M A1 - Natarajan, Pradeep A1 - Li, Zilin A1 - Liu, Zhonghua A1 - Lin, Xihong AB -

Large-scale whole-genome sequencing (WGS) studies have improved our understanding of the contributions of coding and noncoding rare variants to complex human traits. Leveraging association effect sizes across multiple traits in WGS rare variant association analysis can improve statistical power over single-trait analysis, and also detect pleiotropic genes and regions. Existing multi-trait methods have limited ability to perform rare variant analysis of large-scale WGS data. We propose MultiSTAAR, a statistical framework and computationally-scalable analytical pipeline for functionally-informed multi-trait rare variant analysis in large-scale WGS studies. MultiSTAAR accounts for relatedness, population structure and correlation among phenotypes by jointly analyzing multiple traits, and further empowers rare variant association analysis by incorporating multiple functional annotations. We applied MultiSTAAR to jointly analyze three lipid traits (low-density lipoprotein cholesterol, high-density lipoprotein cholesterol and triglycerides) in 61,861 multi-ethnic samples from the Trans-Omics for Precision Medicine (TOPMed) Program. We discovered new associations with lipid traits missed by single-trait analysis, including rare variants within an enhancer of and an intergenic region on chromosome 1.

ER - TY - JOUR T1 - Type 2 Diabetes Modifies the Association of CAD Genomic Risk Variants With Subclinical Atherosclerosis. JF - Circ Genom Precis Med Y1 - 2023 A1 - Hasbani, Natalie R A1 - Westerman, Kenneth E A1 - Heon Kwak, Soo A1 - Chen, Han A1 - Li, Xihao A1 - DiCorpo, Daniel A1 - Wessel, Jennifer A1 - Bis, Joshua C A1 - Sarnowski, Chloe A1 - Wu, Peitao A1 - Bielak, Lawrence F A1 - Guo, Xiuqing A1 - Heard-Costa, Nancy A1 - Kinney, Gregory A1 - Mahaney, Michael C A1 - Montasser, May E A1 - Palmer, Nicholette D A1 - Raffield, Laura M A1 - Terry, James G A1 - Yanek, Lisa R A1 - Bon, Jessica A1 - Bowden, Donald W A1 - Brody, Jennifer A A1 - Duggirala, Ravindranath A1 - Jacobs, David R A1 - Kalyani, Rita R A1 - Lange, Leslie A A1 - Mitchell, Braxton D A1 - Smith, Jennifer A A1 - Taylor, Kent D A1 - Carson, April A1 - Curran, Joanne E A1 - Fornage, Myriam A1 - Freedman, Barry I A1 - Gabriel, Stacey A1 - Gibbs, Richard A A1 - Gupta, Namrata A1 - Kardia, Sharon L R A1 - Kral, Brian G A1 - Momin, Zeineen A1 - Newman, Anne B A1 - Post, Wendy S A1 - Viaud-Martinez, Karine A A1 - Young, Kendra A A1 - Becker, Lewis C A1 - Bertoni, Alain A1 - Blangero, John A1 - Carr, John J A1 - Pratte, Katherine A1 - Psaty, Bruce M A1 - Rich, Stephen S A1 - Wu, Joseph C A1 - Malhotra, Rajeev A1 - Peyser, Patricia A A1 - Morrison, Alanna C A1 - Vasan, Ramachandran S A1 - Lin, Xihong A1 - Rotter, Jerome I A1 - Meigs, James B A1 - Manning, Alisa K A1 - de Vries, Paul S AB -

BACKGROUND: Individuals with type 2 diabetes (T2D) have an increased risk of coronary artery disease (CAD), but questions remain about the underlying pathology. Identifying which CAD loci are modified by T2D in the development of subclinical atherosclerosis (coronary artery calcification [CAC], carotid intima-media thickness, or carotid plaque) may improve our understanding of the mechanisms leading to the increased CAD in T2D.

METHODS: We compared the common and rare variant associations of known CAD loci from the literature on CAC, carotid intima-media thickness, and carotid plaque in up to 29 670 participants, including up to 24 157 normoglycemic controls and 5513 T2D cases leveraging whole-genome sequencing data from the Trans-Omics for Precision Medicine program. We included first-order T2D interaction terms in each model to determine whether CAD loci were modified by T2D. The genetic main and interaction effects were assessed using a joint test to determine whether a CAD variant, or gene-based rare variant set, was associated with the respective subclinical atherosclerosis measures and then further determined whether these loci had a significant interaction test.

RESULTS: Using a Bonferroni-corrected significance threshold of <1.6×10, we identified 3 genes (, , and ) associated with CAC and 2 genes ( and ) associated with carotid intima-media thickness and carotid plaque, respectively, through gene-based rare variant set analysis. Both and also had significantly different associations for CAC in T2D cases versus controls. No significant interaction tests were identified through the candidate single-variant analysis.

CONCLUSIONS: These results highlight T2D as an important modifier of rare variant associations in CAD loci with CAC.

ER - TY - JOUR T1 - WHOLE GENOME SEQUENCING ANALYSIS OF BODY MASS INDEX IDENTIFIES NOVEL AFRICAN ANCESTRY-SPECIFIC RISK ALLELE. JF - medRxiv Y1 - 2023 A1 - Zhang, Xinruo A1 - Brody, Jennifer A A1 - Graff, Mariaelisa A1 - Highland, Heather M A1 - Chami, Nathalie A1 - Xu, Hanfei A1 - Wang, Zhe A1 - Ferrier, Kendra A1 - Chittoor, Geetha A1 - Josyula, Navya S A1 - Li, Xihao A1 - Li, Zilin A1 - Allison, Matthew A A1 - Becker, Diane M A1 - Bielak, Lawrence F A1 - Bis, Joshua C A1 - Boorgula, Meher Preethi A1 - Bowden, Donald W A1 - Broome, Jai G A1 - Buth, Erin J A1 - Carlson, Christopher S A1 - Chang, Kyong-Mi A1 - Chavan, Sameer A1 - Chiu, Yen-Feng A1 - Chuang, Lee-Ming A1 - Conomos, Matthew P A1 - DeMeo, Dawn L A1 - Du, Margaret A1 - Duggirala, Ravindranath A1 - Eng, Celeste A1 - Fohner, Alison E A1 - Freedman, Barry I A1 - Garrett, Melanie E A1 - Guo, Xiuqing A1 - Haiman, Chris A1 - Heavner, Benjamin D A1 - Hidalgo, Bertha A1 - Hixson, James E A1 - Ho, Yuk-Lam A1 - Hobbs, Brian D A1 - Hu, Donglei A1 - Hui, Qin A1 - Hwu, Chii-Min A1 - Jackson, Rebecca D A1 - Jain, Deepti A1 - Kalyani, Rita R A1 - Kardia, Sharon L R A1 - Kelly, Tanika N A1 - Lange, Ethan M A1 - LeNoir, Michael A1 - Li, Changwei A1 - Marchand, Loic Le A1 - McDonald, Merry-Lynn N A1 - McHugh, Caitlin P A1 - Morrison, Alanna C A1 - Naseri, Take A1 - O'Connell, Jeffrey A1 - O'Donnell, Christopher J A1 - Palmer, Nicholette D A1 - Pankow, James S A1 - Perry, James A A1 - Peters, Ulrike A1 - Preuss, Michael H A1 - Rao, D C A1 - Regan, Elizabeth A A1 - Reupena, Sefuiva M A1 - Roden, Dan M A1 - Rodriguez-Santana, Jose A1 - Sitlani, Colleen M A1 - Smith, Jennifer A A1 - Tiwari, Hemant K A1 - Vasan, Ramachandran S A1 - Wang, Zeyuan A1 - Weeks, Daniel E A1 - Wessel, Jennifer A1 - Wiggins, Kerri L A1 - Wilkens, Lynne R A1 - Wilson, Peter W F A1 - Yanek, Lisa R A1 - Yoneda, Zachary T A1 - Zhao, Wei A1 - Zöllner, Sebastian A1 - Arnett, Donna K A1 - Ashley-Koch, Allison E A1 - Barnes, Kathleen C A1 - Blangero, John A1 - Boerwinkle, Eric A1 - Burchard, Esteban G A1 - Carson, April P A1 - Chasman, Daniel I A1 - Chen, Yii-Der Ida A1 - Curran, Joanne E A1 - Fornage, Myriam A1 - Gordeuk, Victor R A1 - He, Jiang A1 - Heckbert, Susan R A1 - Hou, Lifang A1 - Irvin, Marguerite R A1 - Kooperberg, Charles A1 - Minster, Ryan L A1 - Mitchell, Braxton D A1 - Nouraie, Mehdi A1 - Psaty, Bruce M A1 - Raffield, Laura M A1 - Reiner, Alexander P A1 - Rich, Stephen S A1 - Rotter, Jerome I A1 - Shoemaker, M Benjamin A1 - Smith, Nicholas L A1 - Taylor, Kent D A1 - Telen, Marilyn J A1 - Weiss, Scott T A1 - Zhang, Yingze A1 - Costa, Nancy Heard- A1 - Sun, Yan V A1 - Lin, Xihong A1 - Cupples, L Adrienne A1 - Lange, Leslie A A1 - Liu, Ching-Ti A1 - Loos, Ruth J F A1 - North, Kari E A1 - Justice, Anne E AB -

Obesity is a major public health crisis associated with high mortality rates. Previous genome-wide association studies (GWAS) investigating body mass index (BMI) have largely relied on imputed data from European individuals. This study leveraged whole-genome sequencing (WGS) data from 88,873 participants from the Trans-Omics for Precision Medicine (TOPMed) Program, of which 51% were of non-European population groups. We discovered 18 BMI-associated signals ( < 5 × 10 ). Notably, we identified and replicated a novel low frequency single nucleotide polymorphism (SNP) in that was common in individuals of African descent. Using a diverse study population, we further identified two novel secondary signals in known BMI loci and pinpointed two likely causal variants in the and loci. Our work demonstrates the benefits of combining WGS and diverse cohorts in expanding current catalog of variants and genes confer risk for obesity, bringing us one step closer to personalized medicine.

ER - TY - JOUR T1 - Genetic drivers of heterogeneity in type 2 diabetes pathophysiology. JF - Nature Y1 - 2024 A1 - Suzuki, Ken A1 - Hatzikotoulas, Konstantinos A1 - Southam, Lorraine A1 - Taylor, Henry J A1 - Yin, Xianyong A1 - Lorenz, Kim M A1 - Mandla, Ravi A1 - Huerta-Chagoya, Alicia A1 - Melloni, Giorgio E M A1 - Kanoni, Stavroula A1 - Rayner, Nigel W A1 - Bocher, Ozvan A1 - Arruda, Ana Luiza A1 - Sonehara, Kyuto A1 - Namba, Shinichi A1 - Lee, Simon S K A1 - Preuss, Michael H A1 - Petty, Lauren E A1 - Schroeder, Philip A1 - Vanderwerff, Brett A1 - Kals, Mart A1 - Bragg, Fiona A1 - Lin, Kuang A1 - Guo, Xiuqing A1 - Zhang, Weihua A1 - Yao, Jie A1 - Kim, Young Jin A1 - Graff, Mariaelisa A1 - Takeuchi, Fumihiko A1 - Nano, Jana A1 - Lamri, Amel A1 - Nakatochi, Masahiro A1 - Moon, Sanghoon A1 - Scott, Robert A A1 - Cook, James P A1 - Lee, Jung-Jin A1 - Pan, Ian A1 - Taliun, Daniel A1 - Parra, Esteban J A1 - Chai, Jin-Fang A1 - Bielak, Lawrence F A1 - Tabara, Yasuharu A1 - Hai, Yang A1 - Thorleifsson, Gudmar A1 - Grarup, Niels A1 - Sofer, Tamar A1 - Wuttke, Matthias A1 - Sarnowski, Chloe A1 - Gieger, Christian A1 - Nousome, Darryl A1 - Trompet, Stella A1 - Kwak, Soo-Heon A1 - Long, Jirong A1 - Sun, Meng A1 - Tong, Lin A1 - Chen, Wei-Min A1 - Nongmaithem, Suraj S A1 - Noordam, Raymond A1 - Lim, Victor J Y A1 - Tam, Claudia H T A1 - Joo, Yoonjung Yoonie A1 - Chen, Chien-Hsiun A1 - Raffield, Laura M A1 - Prins, Bram Peter A1 - Nicolas, Aude A1 - Yanek, Lisa R A1 - Chen, Guanjie A1 - Brody, Jennifer A A1 - Kabagambe, Edmond A1 - An, Ping A1 - Xiang, Anny H A1 - Choi, Hyeok Sun A1 - Cade, Brian E A1 - Tan, Jingyi A1 - Broadaway, K Alaine A1 - Williamson, Alice A1 - Kamali, Zoha A1 - Cui, Jinrui A1 - Thangam, Manonanthini A1 - Adair, Linda S A1 - Adeyemo, Adebowale A1 - Aguilar-Salinas, Carlos A A1 - Ahluwalia, Tarunveer S A1 - Anand, Sonia S A1 - Bertoni, Alain A1 - Bork-Jensen, Jette A1 - Brandslund, Ivan A1 - Buchanan, Thomas A A1 - Burant, Charles F A1 - Butterworth, Adam S A1 - Canouil, Mickaël A1 - Chan, Juliana C N A1 - Chang, Li-Ching A1 - Chee, Miao-Li A1 - Chen, Ji A1 - Chen, Shyh-Huei A1 - Chen, Yuan-Tsong A1 - Chen, Zhengming A1 - Chuang, Lee-Ming A1 - Cushman, Mary A1 - Danesh, John A1 - Das, Swapan K A1 - de Silva, H Janaka A1 - Dedoussis, George A1 - Dimitrov, Latchezar A1 - Doumatey, Ayo P A1 - Du, Shufa A1 - Duan, Qing A1 - Eckardt, Kai-Uwe A1 - Emery, Leslie S A1 - Evans, Daniel S A1 - Evans, Michele K A1 - Fischer, Krista A1 - Floyd, James S A1 - Ford, Ian A1 - Franco, Oscar H A1 - Frayling, Timothy M A1 - Freedman, Barry I A1 - Genter, Pauline A1 - Gerstein, Hertzel C A1 - Giedraitis, Vilmantas A1 - González-Villalpando, Clicerio A1 - Gonzalez-Villalpando, Maria Elena A1 - Gordon-Larsen, Penny A1 - Gross, Myron A1 - Guare, Lindsay A A1 - Hackinger, Sophie A1 - Hakaste, Liisa A1 - Han, Sohee A1 - Hattersley, Andrew T A1 - Herder, Christian A1 - Horikoshi, Momoko A1 - Howard, Annie-Green A1 - Hsueh, Willa A1 - Huang, Mengna A1 - Huang, Wei A1 - Hung, Yi-Jen A1 - Hwang, Mi Yeong A1 - Hwu, Chii-Min A1 - Ichihara, Sahoko A1 - Ikram, Mohammad Arfan A1 - Ingelsson, Martin A1 - Islam, Md Tariqul A1 - Isono, Masato A1 - Jang, Hye-Mi A1 - Jasmine, Farzana A1 - Jiang, Guozhi A1 - Jonas, Jost B A1 - Jørgensen, Torben A1 - Kamanu, Frederick K A1 - Kandeel, Fouad R A1 - Kasturiratne, Anuradhani A1 - Katsuya, Tomohiro A1 - Kaur, Varinderpal A1 - Kawaguchi, Takahisa A1 - Keaton, Jacob M A1 - Kho, Abel N A1 - Khor, Chiea-Chuen A1 - Kibriya, Muhammad G A1 - Kim, Duk-Hwan A1 - Kronenberg, Florian A1 - Kuusisto, Johanna A1 - Läll, Kristi A1 - Lange, Leslie A A1 - Lee, Kyung Min A1 - Lee, Myung-Shik A1 - Lee, Nanette R A1 - Leong, Aaron A1 - Li, Liming A1 - Li, Yun A1 - Li-Gao, Ruifang A1 - Ligthart, Symen A1 - Lindgren, Cecilia M A1 - Linneberg, Allan A1 - Liu, Ching-Ti A1 - Liu, Jianjun A1 - Locke, Adam E A1 - Louie, Tin A1 - Luan, Jian'an A1 - Luk, Andrea O A1 - Luo, Xi A1 - Lv, Jun A1 - Lynch, Julie A A1 - Lyssenko, Valeriya A1 - Maeda, Shiro A1 - Mamakou, Vasiliki A1 - Mansuri, Sohail Rafik A1 - Matsuda, Koichi A1 - Meitinger, Thomas A1 - Melander, Olle A1 - Metspalu, Andres A1 - Mo, Huan A1 - Morris, Andrew D A1 - Moura, Filipe A A1 - Nadler, Jerry L A1 - Nalls, Michael A A1 - Nayak, Uma A1 - Ntalla, Ioanna A1 - Okada, Yukinori A1 - Orozco, Lorena A1 - Patel, Sanjay R A1 - Patil, Snehal A1 - Pei, Pei A1 - Pereira, Mark A A1 - Peters, Annette A1 - Pirie, Fraser J A1 - Polikowsky, Hannah G A1 - Porneala, Bianca A1 - Prasad, Gauri A1 - Rasmussen-Torvik, Laura J A1 - Reiner, Alexander P A1 - Roden, Michael A1 - Rohde, Rebecca A1 - Roll, Katheryn A1 - Sabanayagam, Charumathi A1 - Sandow, Kevin A1 - Sankareswaran, Alagu A1 - Sattar, Naveed A1 - Schönherr, Sebastian A1 - Shahriar, Mohammad A1 - Shen, Botong A1 - Shi, Jinxiu A1 - Shin, Dong Mun A1 - Shojima, Nobuhiro A1 - Smith, Jennifer A A1 - So, Wing Yee A1 - Stančáková, Alena A1 - Steinthorsdottir, Valgerdur A1 - Stilp, Adrienne M A1 - Strauch, Konstantin A1 - Taylor, Kent D A1 - Thorand, Barbara A1 - Thorsteinsdottir, Unnur A1 - Tomlinson, Brian A1 - Tran, Tam C A1 - Tsai, Fuu-Jen A1 - Tuomilehto, Jaakko A1 - Tusié-Luna, Teresa A1 - Udler, Miriam S A1 - Valladares-Salgado, Adan A1 - van Dam, Rob M A1 - van Klinken, Jan B A1 - Varma, Rohit A1 - Wacher-Rodarte, Niels A1 - Wheeler, Eleanor A1 - Wickremasinghe, Ananda R A1 - van Dijk, Ko Willems A1 - Witte, Daniel R A1 - Yajnik, Chittaranjan S A1 - Yamamoto, Ken A1 - Yamamoto, Kenichi A1 - Yoon, Kyungheon A1 - Yu, Canqing A1 - Yuan, Jian-Min A1 - Yusuf, Salim A1 - Zawistowski, Matthew A1 - Zhang, Liang A1 - Zheng, Wei A1 - Raffel, Leslie J A1 - Igase, Michiya A1 - Ipp, Eli A1 - Redline, Susan A1 - Cho, Yoon Shin A1 - Lind, Lars A1 - Province, Michael A A1 - Fornage, Myriam A1 - Hanis, Craig L A1 - Ingelsson, Erik A1 - Zonderman, Alan B A1 - Psaty, Bruce M A1 - Wang, Ya-Xing A1 - Rotimi, Charles N A1 - Becker, Diane M A1 - Matsuda, Fumihiko A1 - Liu, Yongmei A1 - Yokota, Mitsuhiro A1 - Kardia, Sharon L R A1 - Peyser, Patricia A A1 - Pankow, James S A1 - Engert, James C A1 - Bonnefond, Amélie A1 - Froguel, Philippe A1 - Wilson, James G A1 - Sheu, Wayne H H A1 - Wu, Jer-Yuarn A1 - Hayes, M Geoffrey A1 - Ma, Ronald C W A1 - Wong, Tien-Yin A1 - Mook-Kanamori, Dennis O A1 - Tuomi, Tiinamaija A1 - Chandak, Giriraj R A1 - Collins, Francis S A1 - Bharadwaj, Dwaipayan A1 - Paré, Guillaume A1 - Sale, Michèle M A1 - Ahsan, Habibul A1 - Motala, Ayesha A A1 - Shu, Xiao-Ou A1 - Park, Kyong-Soo A1 - Jukema, J Wouter A1 - Cruz, Miguel A1 - Chen, Yii-Der Ida A1 - Rich, Stephen S A1 - McKean-Cowdin, Roberta A1 - Grallert, Harald A1 - Cheng, Ching-Yu A1 - Ghanbari, Mohsen A1 - Tai, E-Shyong A1 - Dupuis, Josée A1 - Kato, Norihiro A1 - Laakso, Markku A1 - Köttgen, Anna A1 - Koh, Woon-Puay A1 - Bowden, Donald W A1 - Palmer, Colin N A A1 - Kooner, Jaspal S A1 - Kooperberg, Charles A1 - Liu, Simin A1 - North, Kari E A1 - Saleheen, Danish A1 - Hansen, Torben A1 - Pedersen, Oluf A1 - Wareham, Nicholas J A1 - Lee, Juyoung A1 - Kim, Bong-Jo A1 - Millwood, Iona Y A1 - Walters, Robin G A1 - Stefansson, Kari A1 - Ahlqvist, Emma A1 - Goodarzi, Mark O A1 - Mohlke, Karen L A1 - Langenberg, Claudia A1 - Haiman, Christopher A A1 - Loos, Ruth J F A1 - Florez, Jose C A1 - Rader, Daniel J A1 - Ritchie, Marylyn D A1 - Zöllner, Sebastian A1 - Mägi, Reedik A1 - Marston, Nicholas A A1 - Ruff, Christian T A1 - van Heel, David A A1 - Finer, Sarah A1 - Denny, Joshua C A1 - Yamauchi, Toshimasa A1 - Kadowaki, Takashi A1 - Chambers, John C A1 - Ng, Maggie C Y A1 - Sim, Xueling A1 - Below, Jennifer E A1 - Tsao, Philip S A1 - Chang, Kyong-Mi A1 - McCarthy, Mark I A1 - Meigs, James B A1 - Mahajan, Anubha A1 - Spracklen, Cassandra N A1 - Mercader, Josep M A1 - Boehnke, Michael A1 - Rotter, Jerome I A1 - Vujkovic, Marijana A1 - Voight, Benjamin F A1 - Morris, Andrew P A1 - Zeggini, Eleftheria AB -

Type 2 diabetes (T2D) is a heterogeneous disease that develops through diverse pathophysiological processes and molecular mechanisms that are often specific to cell type. Here, to characterize the genetic contribution to these processes across ancestry groups, we aggregate genome-wide association study data from 2,535,601 individuals (39.7% not of European ancestry), including 428,452 cases of T2D. We identify 1,289 independent association signals at genome-wide significance (P < 5 × 10) that map to 611 loci, of which 145 loci are, to our knowledge, previously unreported. We define eight non-overlapping clusters of T2D signals that are characterized by distinct profiles of cardiometabolic trait associations. These clusters are differentially enriched for cell-type-specific regions of open chromatin, including pancreatic islets, adipocytes, endothelial cells and enteroendocrine cells. We build cluster-specific partitioned polygenic scores in a further 279,552 individuals of diverse ancestry, including 30,288 cases of T2D, and test their association with T2D-related vascular outcomes. Cluster-specific partitioned polygenic scores are associated with coronary artery disease, peripheral artery disease and end-stage diabetic nephropathy across ancestry groups, highlighting the importance of obesity-related processes in the development of vascular outcomes. Our findings show the value of integrating multi-ancestry genome-wide association study data with single-cell epigenomics to disentangle the aetiological heterogeneity that drives the development and progression of T2D. This might offer a route to optimize global access to genetically informed diabetes care.

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