Life Sciences Commons^™

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

Student and Faculty Publications

Type 2 diabetes (T2D) is a heterogeneous disease that develops through diverse pathophysiological processes1,2 and molecular mechanisms that are often specific to cell type3,4. 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 × 10-8) 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 scores5 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.

Cardiac Muscle-Restricted Partial Loss Of Nos1ap Expression Has Limited But Significant Impact On Electrocardiographic Features, Alexa Smith, Dallas Auer, Morgan Johnson, Ernesto Sanchez, Holly Ross, Christopher Ward, Aravinda Chakravarti, Ashish Kapoor

Student and Faculty Publications

Genome-wide association studies have identified sequence polymorphisms in a functional enhancer of the NOS1AP gene as the most common genetic regulator of QT interval and human cardiac NOS1AP gene expression in the general population. Functional studies based on in vitro overexpression in murine cardiomyocytes and ex vivo knockdown in zebrafish embryonic hearts, by us and others, have also demonstrated that NOS1AP expression levels can alter cellular electrophysiology. Here, to explore the role of NOS1AP in cardiac electrophysiology at an organismal level, we generated and characterized constitutive and heart muscle-restricted Nos1ap knockout mice to assess whether NOS1AP disruption alters the QT …

Ancestral Diversity In Lipoprotein(A) Studies Helps Address Evidence Gaps, Moa P Lee, Sofia F Dimos, Laura M Raffield, Zhe Wang, Anna F Ballou, Carolina G Downie, Christopher H Arehart, Adolfo Correa, Paul S De Vries, Zhaohui Du, Christopher R Gignoux, Penny Gordon-Larsen, Xiuqing Guo, Jeffrey Haessler, Annie Green Howard, Yao Hu, Helina Kassahun, Shia T Kent, J Antonio G Lopez, Keri L Monda, Kari E North, Ulrike Peters, Michael H Preuss, Stephen S Rich, Shannon L Rhodes, Jie Yao, Rina Yarosh, Michael Y Tsai, Jerome I Rotter, Charles L Kooperberg, Ruth J F Loos, Christie Ballantyne, Christy L Avery, Mariaelisa Graff

Student and Faculty Publications

INTRODUCTION: The independent and causal cardiovascular disease risk factor lipoprotein(a) (Lp(a)) is elevated in >1.5 billion individuals worldwide, but studies have prioritised European populations.

METHODS: Here, we examined how ancestrally diverse studies could clarify Lp(a)'s genetic architecture, inform efforts examining application of Lp(a) polygenic risk scores (PRS), enable causal inference and identify unexpected Lp(a) phenotypic effects using data from African (n=25 208), East Asian (n=2895), European (n=362 558), South Asian (n=8192) and Hispanic/Latino (n=8946) populations.

RESULTS: Fourteen genome-wide significant loci with numerous population specific signals of large effect were identified that enabled construction of Lp(a) PRS of moderate (R

CONCLUSIONS: …

Evidence Of Novel Susceptibility Variants For Prostate Cancer And A Multiancestry Polygenic Risk Score Associated With Aggressive Disease In Men Of African Ancestry., Fei Chen, Ravi K Madduri, Alex A Rodriguez, Burcu F Darst, Alisha Chou, Xin Sheng, Anqi Wang, Jiayi Shen, Edward J Saunders, Suhn K Rhie, Jeannette T Bensen, Sue A Ingles, Rick A Kittles, Sara S Strom, Benjamin A Rybicki, Barbara Nemesure, William B Isaacs, Janet L Stanford, Wei Zheng, Maureen Sanderson, Esther M John, Jong Y Park, Jianfeng Xu, Ying Wang, Sonja I Berndt, Chad D Huff, Edward D Yeboah, Yao Tettey, Joseph Lachance, Wei Tang, Christopher T Rentsch, Kelly Cho, Benjamin H Mcmahon, Richard B Biritwum, Andrew A Adjei, Evelyn Tay, Ann Truelove, Shelley Niwa, Thomas A Sellers, Kosj Yamoah, Adam B Murphy, Dana C Crawford, Alpa V Patel, William S Bush, Melinda C Aldrich, Olivier Cussenot, Gyorgy Petrovics, Jennifer Cullen, Christine M Neslund-Dudas, Mariana C Stern, Zsofia Kote-Jarai, Koveela Govindasami, Michael B Cook, Anand P Chokkalingam, Ann W Hsing, Phyllis J Goodman, Thomas J Hoffmann, Bettina F Drake, Jennifer J Hu, Jacob M Keaton, Jacklyn N Hellwege, Peter E Clark, Mohamed Jalloh, Serigne M Gueye, Lamine Niang, Olufemi Ogunbiyi, Michael O Idowu, Olufemi Popoola, Akindele O Adebiyi, Oseremen I Aisuodionoe-Shadrach, Hafees O Ajibola, Mustapha A Jamda, Olabode P Oluwole, Maxwell Nwegbu, Ben Adusei, Sunny Mante, Afua Darkwa-Abrahams, James E Mensah, Halimatou Diop, Stephen K Van Den Eeden, Pascal Blanchet, Jay H Fowke, Graham Casey, Anselm J Hennis, Alexander Lubwama, Ian M Thompson, Robin Leach, Douglas F Easton, Michael H Preuss, Ruth J Loos, Susan M Gundell, Peggy Wan, James L Mohler, Elizabeth T Fontham, Gary J Smith, Jack A Taylor, Shiv Srivastava, Rosaline A Eeles, John D Carpten, Adam S Kibel, Luc Multigner, Marie-Élise Parent, Florence Menegaux, Geraldine Cancel-Tassin, Eric A Klein, Caroline Andrews, Timothy R Rebbeck, Laurent Brureau, Stefan Ambs, Todd L Edwards, Stephen Watya, Stephen J Chanock, John S Witte, William J Blot, J Michael Gaziano, Amy C Justice, David V Conti, Christopher A Haiman

Student and Faculty Publications

BACKGROUND: Genetic factors play an important role in prostate cancer (PCa) susceptibility.

OBJECTIVE: To discover common genetic variants contributing to the risk of PCa in men of African ancestry.

DESIGN, SETTING, AND PARTICIPANTS: We conducted a meta-analysis of ten genome-wide association studies consisting of 19378 cases and 61620 controls of African ancestry.

OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: Common genotyped and imputed variants were tested for their association with PCa risk. Novel susceptibility loci were identified and incorporated into a multiancestry polygenic risk score (PRS). The PRS was evaluated for associations with PCa risk and disease aggressiveness.

RESULTS AND LIMITATIONS: Nine …

Discovery And Systematic Characterization Of Risk Variants And Genes For Coronary Artery Disease In Over A Million Participants, Krishna G Aragam, Tao Jiang, Anuj Goel, Stavroula Kanoni, Brooke N Wolford, Deepak S Atri, Elle M Weeks, Minxian Wang, George Hindy, Wei Zhou, Christopher Grace, Carolina Roselli, Nicholas A Marston, Frederick K Kamanu, Ida Surakka, Loreto Muñoz Venegas, Paul Sherliker, Satoshi Koyama, Kazuyoshi Ishigaki, Bjørn O Åsvold, Michael R Brown, Ben Brumpton, Paul S De Vries, Olga Giannakopoulou, Panagiota Giardoglou, Daniel F Gudbjartsson, Ulrich Güldener, Syed M Ijlal Haider, Anna Helgadottir, Maysson Ibrahim, Adnan Kastrati, Thorsten Kessler, Theodosios Kyriakou, Tomasz Konopka, Ling Li, Lijiang Ma, Thomas Meitinger, Sören Mucha, Matthias Munz, Federico Murgia, Jonas B Nielsen, Markus M Nöthen, Shichao Pang, Tobias Reinberger, Gavin Schnitzler, Damian Smedley, Gudmar Thorleifsson, Moritz Von Scheidt, Jacob C Ulirsch, Biobank Japan, Epic-Cvd, David O Arnar, Noël P Burtt, Maria C Costanzo, Jason Flannick, Kaoru Ito, Dong-Keun Jang, Yoichiro Kamatani, Amit V Khera, Issei Komuro, Iftikhar J Kullo, Luca A Lotta, Christopher P Nelson, Robert Roberts, Gudmundur Thorgeirsson, Unnur Thorsteinsdottir, Thomas R Webb, Aris Baras, Johan L M Björkegren, Eric Boerwinkle, George Dedoussis, Hilma Holm, Kristian Hveem, Olle Melander, Alanna C Morrison, Marju Orho-Melander, Loukianos S Rallidis, Arno Ruusalepp, Marc S Sabatine, Kari Stefansson, Pierre Zalloua, Patrick T Ellinor, Martin Farrall, John Danesh, Christian T Ruff, Hilary K Finucane, Jemma C Hopewell, Robert Clarke, Rajat M Gupta, Jeanette Erdmann, Nilesh J Samani, Heribert Schunkert, Hugh Watkins, Cristen J Willer, Panos Deloukas, Sekar Kathiresan, Adam S Butterworth, Cardiogramplusc4d Consortium

Student and Faculty Publications

The discovery of genetic loci associated with complex diseases has outpaced the elucidation of mechanisms of disease pathogenesis. Here we conducted a genome-wide association study (GWAS) for coronary artery disease (CAD) comprising 181,522 cases among 1,165,690 participants of predominantly European ancestry. We detected 241 associations, including 30 new loci. Cross-ancestry meta-analysis with a Japanese GWAS yielded 38 additional new loci. We prioritized likely causal variants using functionally informed fine-mapping, yielding 42 associations with less than five variants in the 95% credible set. Similarity-based clustering suggested roles for early developmental processes, cell cycle signaling and vascular cell migration and proliferation in …

Stroke Genetics Informs Drug Discovery And Risk Prediction Across Ancestries, Aniket Mishra, Rainer Malik, Tsuyoshi Hachiya, Tuuli Jürgenson, Shinichi Namba, Daniel C Posner, Frederick K Kamanu, Masaru Koido, Quentin Le Grand, Mingyang Shi, Yunye He, Marios K Georgakis, Ilana Caro, Kristi Krebs, Yi-Ching Liaw, Felix C Vaura, Kuang Lin, Bendik Slagsvold Winsvold, Vinodh Srinivasasainagendra, Livia Parodi, Hee-Joon Bae, Ganesh Chauhan, Michael R Chong, Liisa Tomppo, Rufus Akinyemi, Gennady V Roshchupkin, Naomi Habib, Yon Ho Jee, Jesper Qvist Thomassen, Vida Abedi, Jara Cárcel-Márquez, Marianne Nygaard, Hampton L Leonard, Chaojie Yang, Ekaterina Yonova-Doing, Maria J Knol, Adam J Lewis, Renae L Judy, Tetsuro Ago, Philippe Amouyel, Nicole D Armstrong, Mark K Bakker, Traci M Bartz, David A Bennett, Joshua C Bis, Constance Bordes, Sigrid Børte, Anael Cain, Paul M Ridker, Kelly Cho, Zhengming Chen, Carlos Cruchaga, John W Cole, Phil L De Jager, Rafael De Cid, Matthias Endres, Leslie E Ferreira, Mirjam I Geerlings, Natalie C Gasca, Vilmundur Gudnason, Jun Hata, Jing He, Alicia K Heath, Yuk-Lam Ho, Aki S Havulinna, Jemma C Hopewell, Hyacinth I Hyacinth, Michael Inouye, Mina A Jacob, Christina E Jeon, Christina Jern, Masahiro Kamouchi, Keith L Keene, Takanari Kitazono, Steven J Kittner, Takahiro Konuma, Amit Kumar, Paul Lacaze, Lenore J Launer, Keon-Joo Lee, Kaido Lepik, Jiang Li, Liming Li, Ani Manichaikul, Hugh S Markus, Nicholas A Marston, Thomas Meitinger, Braxton D Mitchell, Felipe A Montellano, Takayuki Morisaki, Thomas H Mosley, Mike A Nalls, Børge G Nordestgaard, Martin J O'Donnell, Yukinori Okada, N Charlotte Onland-Moret, Bruce Ovbiagele, Annette Peters, Bruce M Psaty, Stephen S Rich, Jonathan Rosand, Marc S Sabatine, Ralph L Sacco, Danish Saleheen, Else Charlotte Sandset, Veikko Salomaa, Muralidharan Sargurupremraj, Makoto Sasaki, Claudia L Satizabal, Carsten O Schmidt, Atsushi Shimizu, Nicholas L Smith, Kelly L Sloane, Yoichi Sutoh, Yan V Sun, Kozo Tanno, Steffen Tiedt, Turgut Tatlisumak, Nuria P Torres-Aguila, Hemant K Tiwari, David-Alexandre Trégouët, Stella Trompet, Anil Man Tuladhar, Anne Tybjærg-Hansen, Marion Van Vugt, Riina Vibo, Shefali S Verma, Kerri L Wiggins, Patrik Wennberg, Daniel Woo, Peter W F Wilson, Huichun Xu, Qiong Yang, Kyungheon Yoon, Compass Consortium, Invent Consortium, Dutch Parelsnoer Initiative (Psi) Cerebrovascular Disease Study Group, Estonian Biobank, Precise4q Consortium, Finngen Consortium, Ninds Stroke Genetics Network (Sign), Megastroke Consortium, Siren Consortium, China Kadoorie Biobank Collaborative Group, Va Million Veteran Program, International Stroke Genetics Consortium (Isgc), Biobank Japan, Charge Consortium, Gigastroke Consortium, Iona Y Millwood, Christian Gieger, Toshiharu Ninomiya, Hans J Grabe, J Wouter Jukema, Ina L Rissanen, Daniel Strbian, Young Jin Kim, Pei-Hsin Chen, Ernst Mayerhofer, Joanna M M Howson, Marguerite R Irvin, Hieab Adams, Sylvia Wassertheil-Smoller, Kaare Christensen, Mohammad A Ikram, Tatjana Rundek, Bradford B Worrall, G Mark Lathrop, Moeen Riaz, Eleanor M Simonsick, Janika Kõrv, Paulo H C França, Ramin Zand, Kameshwar Prasad, Ruth Frikke-Schmidt, Frank-Erik De Leeuw, Thomas Liman, Karl Georg Haeusler, Ynte M Ruigrok, Peter Ulrich Heuschmann, W T Longstreth, Keum Ji Jung, Lisa Bastarache, Guillaume Paré, Scott M Damrauer, Daniel I Chasman, Jerome I Rotter, Christopher D Anderson, John-Anker Zwart, Teemu J Niiranen, Myriam Fornage, Yung-Po Liaw, Sudha Seshadri, Israel Fernández-Cadenas, Robin G Walters, Christian T Ruff, Mayowa O Owolabi, Jennifer E Huffman, Lili Milani, Yoichiro Kamatani, Martin Dichgans, Stephanie Debette

Student and Faculty Publications

Previous genome-wide association studies (GWASs) of stroke - the second leading cause of death worldwide - were conducted predominantly in populations of European ancestry1,2. Here, in cross-ancestry GWAS meta-analyses of 110,182 patients who have had a stroke (five ancestries, 33% non-European) and 1,503,898 control individuals, we identify association signals for stroke and its subtypes at 89 (61 new) independent loci: 60 in primary inverse-variance-weighted analyses and 29 in secondary meta-regression and multitrait analyses. On the basis of internal cross-ancestry validation and an independent follow-up in 89,084 additional cases of stroke (30% non-European) and 1,013,843 control individuals, 87% of the primary …