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1. Multi‐phenotype analyses of hemostatic traits with cardiovascular events reveal novel genetic associations

Author

Temprano‐Sagrera, Gerard, Sitlani, Colleen M., Bone, William P., Martin‐Bornez, Miguel, Voight, Benjamin F., Morrison, Alanna C., Damrauer, Scott M., de Vries, Paul S., Smith, Nicholas L., Sabater‐Lleal, Maria, Dehghan, Abbas, Heath, Adam S, Morrison, Alanna C, Reiner, Alex P, Johnson, Andrew, Richmond, Anne, Peters, Annette, van Hylckama Vlieg, Astrid, McKnight, Barbara, Psaty, Bruce M, Hayward, Caroline, Ward‐Caviness, Cavin, O’Donnell, Christopher, Chasman, Daniel, Strachan, David P, Tregouet, David A, Mook‐Kanamori, Dennis, Gill, Dipender, Thibord, Florian, Asselbergs, Folkert W, Leebeek, Frank W.G., Rosendaal, Frits R, Davies, Gail, Homuth, Georg, Temprano, Gerard, Campbell, Harry, Taylor, Herman A, Bressler, Jan, Huffman, Jennifer E, Rotter, Jerome I, Yao, Jie, Wilson, James F, Bis, Joshua C, Hahn, Julie M, Desch, Karl C, Wiggins, Kerri L, Raffield, Laura M, Bielak, Lawrence F, Yanek, Lisa R, Kleber, Marcus E, Mueller, Martina, Kavousi, Maryam, Mangino, Massimo, Liu, Melissa, Brown, Michael R, Conomos, Matthew P, Jhun, Min‐A, Chen, Ming‐Huei, de Maat, Moniek P.M., Pankratz, Nathan, Smith, Nicholas L, Peyser, Patricia A, Elliot, Paul, de Vries, Paul S, Wei, Peng, Wild, Philipp S, Morange, Pierre E, van der Harst, Pim, Yang, Qiong, Le, Ngoc‐Quynh, Marioni, Riccardo, Li, Ruifang, Damrauer, Scott M, Cox, Simon R, Trompet, Stella, Felix, Stephan B, Völker, Uwe, Tang, Weihong, Koenig, Wolfgang, Jukema, J. Wouter, Guo, Xiuqing, Lindstrom, Sara, Wang, Lu, Smith, Erin N, Gordon, William, de Andrade, Mariza, Brody, Jennifer A, Pattee, Jack W, Haessler, Jeffrey, Brumpton, Ben M, Chasman, Daniel I, Suchon, Pierre, Turman, Constance, Germain, Marine, MacDonald, James, Braekkan, Sigrid K, Armasu, Sebastian M, Jackson, Rabecca D, Nielsen, Jonas B, Giulianini, Franco, Puurunen, Marja K, Ibrahim, Manal, Heckbert, Susan R, Bammler, Theo K, Frazer, Kelly A, McCauley, Bryan M, Taylor, Kent, Pankow, James S, Reiner, Alexander P, Gabrielsen, Maiken E, Deleuze, Jean‐François, O’Donnell, Chris J, Kim, Jihye, Kraft, Peter, Hansen, John‐Bjarne, Heit, John A, Kooperberg, Charles, Hveem, Kristian, Ridker, Paul M, Morange, Pierre‐Emmanuel, Johnson, Andrew D, Kabrhel, Christopher, Trégouët, David‐Alexandre, Malik, Rainer, Chauhan, Ganesh, Traylor, Matthew, Sargurupremraj, Muralidharan, Okada, Yukinori, Mishra, Aniket, Rutten‐Jacobs, Loes, Giese, Anne‐Katrin, van der Laan, Sander W, Gretarsdottir, Solveig, Anderson, Christopher D, Chong, Michael, Adams, Hieab HH, Ago, Tetsuro, Almgren, Peter, Amouyel, Philippe, Ay, Hakan, Bartz, Traci M, Benavente, Oscar R, Bevan, Steve, Boncoraglio, Giorgio B, Brown, Robert D, Butterworth, Adam S, Carrera, Caty, Carty, Cara L, Chen, Wei‐Min, Cole, John W, Correa, Adolfo, Cotlarciuc, Ioana, Cruchaga, Carlos, Danesh, John, de Bakker, Paul IW, DeStefano, Anita L, den Hoed, Marcel, Duan, Qing, Engelter, Stefan T, Falcone, Guido J, Gottesman, Rebecca F, Grewal, Raji P, Gudnason, Vilmundur, Gustafsson, Stefan, Harris, Tamara B, Hassan, Ahamad, Havulinna, Aki S, Holliday, Elizabeth G, Howard, George, Hsu, Fang‐Chi, Hyacinth, Hyacinth I, Arfan Ikram, M, Ingelsson, Erik, Irvin, Marguerite R, Jian, Xueqiu, Jiménez‐Conde, Jordi, Johnson, Julie A, Jukema, J Wouter, Kanai, Masahiro, Keene, Keith L, Kissela, Brett M, Kleindorfer, Dawn O, Kubo, Michiaki, Lange, Leslie A, Langefeld, Carl D, Langenberg, Claudia, Launer, Lenore J, Lee, Jin‐Moo, Lemmens, Robin, Leys, Didier, Lewis, Cathryn M, Lin, Wei‐Yu, Lindgren, Arne G, Lorentzen, Erik, Magnusson, Patrik K, Maguire, Jane, Manichaikul, Ani, McArdle, Patrick F, Meschia, James F, Mitchell, Braxton D, Mosley, Thomas H, Nalls, Michael A, Ninomiya, Toshiharu, O’Donnell, Martin J, Pulit, Sara L, Rannikmäe, Kristiina, Rexrode, Kathryn M, Rice, Kenneth, Rich, Stephen S, Rost, Natalia S, Rothwell, Peter M, Rundek, Tatjana, Sacco, Ralph L, Sakaue, Saori, Sale, Michele M, Salomaa, Veikko, Sapkota, Bishwa R, Schmidt, Reinhold, Schmidt, Carsten O, Schminke, Ulf, Sharma, Pankaj, Slowik, Agnieszka, Sudlow, Cathie LM, Tanislav, Christian, Tatlisumak, Turgut, Taylor, Kent D, Thijs, Vincent NS, Thorleifsson, Gudmar, Thorsteinsdottir, Unnur, Tiedt, Steffen, Tzourio, Christophe, van Duijn, Cornelia M, Walters, Matthew, Wareham, Nicholas J, Wassertheil‐Smoller, Sylvia, Wilson, James G, Yusuf, Salim, Amin, Najaf, Aparicio, Hugo S, Arnett, Donna K, Attia, John, Beiser, Alexa S, Berr, Claudine, Buring, Julie E, Bustamante, Mariana, Caso, Valeria, Cheng, Yu‐Ching, Hoan Choi, Seung, Chowhan, Ayesha, Cullell, Natalia, Dartigues, Jean‐François, Delavaran, Hossein, Delgado, Pilar, Dörr, Marcus, Engström, Gunnar, Ford, Ian, Gurpreet, Wander S, Hamsten, Anders, Heitsch, Laura, Hozawa, Atsushi, Ibanez, Laura, Ilinca, Andreea, Ingelsson, Martin, Iwasaki, Motoki, Jackson, Rebecca D, Jood, Katarina, Jousilahti, Pekka, Kaffashian, Sara, Kalra, Lalit, Kamouchi, Masahiro, Kitazono, Takanari, Kjartansson, Olafur, Kloss, Manja, Koudstaal, Peter J, Krupinski, Jerzy, Labovitz, Daniel L, Laurie, Cathy C, Levi, Christopher R, Li, Linxin, Lind, Lars, Lindgren, Cecilia M, Lioutas, Vasileios, Mei Liu, Yong, Lopez, Oscar L, Makoto, Hirata, Martinez‐Majander, Nicolas, Matsuda, Koichi, Minegishi, Naoko, Montaner, Joan, Morris, Andrew P, Muiño, Elena, Müller‐Nurasyid, Martina, Norrving, Bo, Ogishima, Soichi, Parati, Eugenio A, Reddy Peddareddygari, Leema, Pedersen, Nancy L, Pera, Joanna, Perola, Markus, Pezzini, Alessandro, Pileggi, Silvana, Rabionet, Raquel, Riba‐Llena, Iolanda, Ribasés, Marta, Romero, Jose R, Roquer, Jaume, Rudd, Anthony G, Sarin, Antti‐Pekka, Sarju, Ralhan, Sarnowski, Chloe, Sasaki, Makoto, Satizabal, Claudia L, Satoh, Mamoru, Sattar, Naveed, Sawada, Norie, Sibolt, Gerli, Sigurdsson, Ásgeir, Smith, Albert, Sobue, Kenji, Soriano‐Tárraga, Carolina, Stanne, Tara, Colin Stine, O, Stott, David J, Strauch, Konstantin, Takai, Takako, Tanaka, Hideo, Tanno, Kozo, Teumer, Alexander, Tomppo, Liisa, Torres‐Aguila, Nuria P, Touze, Emmanuel, Tsugane, Shoichiro, Uitterlinden, Andre G, Valdimarsson, Einar M, van der Lee, Sven J, Völzke, Henry, Wakai, Kenji, Weir, David, Williams, Stephen R, Wolfe, Charles DA, Wong, Quenna, Xu, Huichun, Yamaji, Taiki, Sanghera, Dharambir K, Melander, Olle, Jern, Christina, Strbian, Daniel, Fernandez‐Cadenas, Israel, Longstreth, W T, Rolfs, Arndt, Hata, Jun, Woo, Daniel, Rosand, Jonathan, Pare, Guillaume, Hopewell, Jemma C, Saleheen, Danish, Stefansson, Kari, Worrall, Bradford B, Kittner, Steven J, Seshadri, Sudha, Fornage, Myriam, Markus, Hugh S, Howson, Joanna MM, Kamatani, Yoichiro, Debette, Stephanie, and Dichgans, Martin

Published
2022
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2. The return of individual genomic results to research participants: design and pilot study of Tohoku Medical Megabank Project

Author

Kawame, Hiroshi, Fukushima, Akimune, Fuse, Nobuo, Nagami, Fuji, Suzuki, Yoichi, Sakurai-Yageta, Mika, Yasuda, Jun, Yamaguchi-Kabata, Yumi, Kinoshita, Kengo, Ogishima, Soichi, Takai, Takako, Kuriyama, Shinichi, Hozawa, Atsushi, Nakaya, Naoki, Nakamura, Tomohiro, Minegishi, Naoko, Sugawara, Junichi, Suzuki, Kichiya, Tomita, Hiroaki, Uruno, Akira, Kobayashi, Tomoko, Aizawa, Yayoi, Tokutomi, Tomoharu, Yamamoto, Kayono, Ohneda, Kinuko, Kure, Shigeo, Aoki, Yoko, Katagiri, Hideki, Ishigaki, Yasushi, Sawada, Shojiro, Sasaki, Makoto, and Yamamoto, Masayuki

Published
2022
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3. Comprehensive evaluation of machine learning algorithms for predicting sleep–wake conditions and differentiating between the wake conditions before and after sleep during pregnancy based on heart rate variability

Author

Li, Xue, primary, Ono, Chiaki, additional, Warita, Noriko, additional, Shoji, Tomoka, additional, Nakagawa, Takashi, additional, Usukura, Hitomi, additional, Yu, Zhiqian, additional, Takahashi, Yuta, additional, Ichiji, Kei, additional, Sugita, Norihiro, additional, Kobayashi, Natsuko, additional, Kikuchi, Saya, additional, Kimura, Ryoko, additional, Hamaie, Yumiko, additional, Hino, Mizuki, additional, Kunii, Yasuto, additional, Murakami, Keiko, additional, Ishikuro, Mami, additional, Obara, Taku, additional, Nakamura, Tomohiro, additional, Nagami, Fuji, additional, Takai, Takako, additional, Ogishima, Soichi, additional, Sugawara, Junichi, additional, Hoshiai, Tetsuro, additional, Saito, Masatoshi, additional, Tamiya, Gen, additional, Fuse, Nobuo, additional, Fujii, Susumu, additional, Nakayama, Masaharu, additional, Kuriyama, Shinichi, additional, Yamamoto, Masayuki, additional, Yaegashi, Nobuo, additional, Homma, Noriyasu, additional, and Tomita, Hiroaki, additional

Published
2023
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4. Serum magnesium and calcium levels in relation to ischemic stroke: Mendelian randomization study

Author

Larsson, Susanna C., Traylor, Matthew, Burgess, Stephen, Boncoraglio, Giorgio B., Jern, Christina, Michaëlsson, Karl, Markus, Hugh S., Malik, Rainer, Chauhan, Ganesh, Traylor, Matthew, Sargurupremraj, Muralidharan, Okada, Yukinori, Mishra, Aniket, Rutten-Jacobs, Loes, Giese, Anne-Katrin, van der Laan, Sander W, Gretarsdottir, Solveig, Anderson, Christopher D, Chong, Michael, Adams, Hieab HH, Ago, Tetsuro, Almgren, Peter, Amouyel, Philippe, Ay, Hakan, Bartz, raci M, Benavente, Oscar R, Bevan, Steve, Boncoraglio, Giorgio B, Brown, Robert D, Jr., Butterworth, Adam S, Carrera, Caty, Carty, Cara L, Chasman, Daniel I, Chen, Wei-Min, Cole, John W, Correa, Adolfo, Cotlarciuc, Ioana, Cruchaga, Carlos, Danesh, John, de Bakker, Paul IW, DeStefano, Anita L, Hoed, Marcel den, Duan, Qing, Engelter, Stefan T, Falcone, Guido J, Gottesman, Rebecca F, Grewal, Raji P, Gudnason, Vilmundur, Gustafsson, Stefan, Haessler, Jeffrey, Harris, Tamara B, Hassan, Ahamad, Havulinna, Aki S, Heckbert, Susan R, Holliday, Elizabeth G, Howard, George, Hsu, Fang-Chi, Hyacinth, Hyacinth I, Ikram, M Arfan, Ingelsson, Erik, Irvin, Marguerite R, Jian, Xueqiu, Jiménez-Conde, Jordi, Johnson, Julie A, Jukema, J Wouter, Kanai, Masahiro, Keene, Keith L, Kissela, Brett M, Kleindorfer, Dawn O, Kooperberg, Charles, Kubo, Michiaki, Lange, Leslie A, Langefeld, Carl D, Langenberg, Claudia, Launer, Lenore J, Lee, Jin-Moo, Lemmens, Robin, Leys, Didier, Lewis, Cathryn M, Lin, Wei-Yu, Lindgren, Arne G, Lorentzen, Erik, Magnusson, Patrik K, Maguire, Jane, Manichaikul, Ani, McArdle, Patrick F, Meschia, James F, Mitchell, Braxton D, Mosley, Thomas H, Nalls, Michael A, Ninomiya, Toshiharu, OʼDonnell, Martin J, Psaty, Bruce M, Pulit, Sara L, Rannikmäe, Kristiina, Reiner, Alexander P, Rexrode, Kathryn M, Rice, Kenneth, Rich, Stephen S, Ridker, Paul M, Rost, Natalia S, Rothwell, Peter M, Rotter, Jerome I, Rundek, Tatjana, Sacco, Ralph L, Sakaue, Saori, Sale, Michele M, Salomaa, Veikko, Sapkota, Bishwa R, Schmidt, Reinhold, Schmidt, Carsten O, Schminke, Ulf, Sharma, Pankaj, Slowik, Agnieszka, Sudlow, Cathie LM, Tanislav, Christian, Tatlisumak, Turgut, Taylor, Kent D, Thijs, Vincent NS, Thorleifsson, Gudmar, Thorsteinsdottir, Unnur, Tiedt, Steffen, Trompet, Stella, Tzourio, Christophe, van Duijn, Cornelia M, Walters, Matthew, Wareham, Nicholas J, Wassertheil-Smoller, Sylvia, Wilson, James G, Wiggins, Kerri L, Yang, Qiong, Yusuf, Salim, Amin, Najaf, Aparicio, Hugo S, Arnett, Donna K, Attia, John, Beiser, Alexa S, Berr, Claudine, Buring, Julie E, Bustamante, Mariana, Caso, Valeria, Cheng, Yu-Ching, Choi, Seung Hoan, Chowhan, Ayesha, Cullell, Natalia, Dartigues, Jean-François, Delavaran, Hossein, Delgado, Pilar, Dörr, Marcus, Engström, Gunnar, Ford, Ian, Gurpreet, Wander S, Hamsten, Anders, Heitsch, Laura, Hozawa, Atsushi, Ibanez, Laura, Ilinca, Andreea, Ingelsson, Martin, Iwasaki, Motoki, Jackson, Rebecca D, Jood, Katarina, Jousilahti, Pekka, Kaffashian, Sara, Kalra, Lalit, Kamouchi, Masahiro, Kitazono, Takanari, Kjartansson, Olafur, Kloss, Manja, Koudstaal, Peter J, Krupinski, Jerzy, Labovitz, Daniel L, Laurie, Cathy C, Levi, Christopher R, Li, Linxin, Lind, Lars, Lindgren, Cecilia M, Lioutas, Vasileios, Liu, Yong Mei, Lopez, Oscar L, Makoto, Hirata, Martinez-Majander, Nicolas, Matsuda, Koichi, Minegishi, Naoko, Montaner, Joan, Morris, Andrew P, Muiño, Elena, Müller-Nurasyid, Martina, Norrving, Bo, Ogishima, Soichi, Parati, Eugenio A, Peddareddygari, Leema Reddy, Pedersen, Nancy L, Pera, Joanna, Perola, Markus, Pezzini, Alessandro, Pileggi, Silvana, Rabionet, Raquel, Riba-Llena, Iolanda, Ribasés, Marta, Romero, Jose R, Roquer, Jaume, Rudd, Anthony G, Sarin, Antti-Pekka, Sarju, Ralhan, Sarnowski, Chloe, Sasaki, Makoto, Satizabal, Claudia L, Satoh, Mamoru, Sattar, Naveed, Sawada, Norie, Sibolt, Gerli, Sigurdsson, Ásgeir, Smith, Albert, Sobue, Kenji, Soriano-Tárraga, Carolina, Stanne, Tara, Stine, O Colin, Stott, David J, Strauch, Konstantin, Takai, Takako, Tanaka, Hideo, Tanno, Kozo, Teumer, Alexander, Tomppo, Liisa, Torres-Aguila, Nuria P, Touze, Emmanuel, Tsugane, Shoichiro, Uitterlinden, Andre G, Valdimarsson, Einar M, van der Lee, Sven J, Völzke, Henry, Wakai, Kenji, Weir, David, Williams, Stephen R, Wolfe, Charles DA, Wong, Quenna, Xu, Huichun, Yamaji, Taiki, Sanghera, Dharambir K, Melander, Olle, Jern, Christina, Strbian, Daniel, Fernandez-Cadenas, Israel, Longstreth, W T, Jr, Rolfs, Arndt, Hata, Jun, Woo, Daniel, Rosand, Jonathan, Pare, Guillaume, Hopewell, Jemma C, Saleheen, Danish, Stefansson, Kari, Worrall, Bradford B, Kittner, Steven J, Seshadri, Sudha, Fornage, Myriam, Markus, Hugh S, Howson, Joanna MM, Kamatani, Yoichiro, Debette, Stephanie, and Dichgans, Martin

Published
2019
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5. Stroke genetics informs drug discovery and risk prediction across ancestries

Author

Mishra, Aniket, Malik, Rainer, Hachiya, Tsuyoshi, Jurgenson, Tuuli, Namba, Shinichi, Posner, Daniel C, Kamanu, Frederick K, Koido, Masaru, Le Grand, Quentin, Shi, Mingyang, He, Yunye, Georgakis, Marios K, Caro, Ilana, Krebs, Kristi, Liaw, Yi-Ching, Vaura, Felix C, Lin, Kuang, Winsvold, Bendik Slagsvold, Srinivasasainagendra, Vinodh, Parodi, Livia, Bae, Hee-Joon, Chauhan, Ganesh, Chong, Michael R, Tomppo, Liisa, Akinyemi, Rufus, Roshchupkin, Gennady V, Habib, Naomi, Jee, Yon Ho, Thomassen, Jesper Qvist, Abedi, Vida, Carcel-Marquez, Jara, Nygaard, Marianne, Leonard, Hampton L, Yang, Chaojie, Yonova-Doing, Ekaterina, Knol, Maria J, Lewis, Adam J, Judy, Renae L, Ago, Tetsuro, Amouyel, Philippe, Armstrong, Nicole D, Bakker, Mark K, Bartz, Traci M, Bennett, David A, Bis, Joshua C, Bordes, Constance, Borte, Sigrid, Cain, Anael, Ridker, Paul M, Cho, Kelly, Chen, Zhengming, Cruchaga, Carlos, Cole, John W, de Jager, Phil L, de Cid, Rafael, Endres, Matthias, Ferreira, Leslie E, Geerlings, Mirjam I, Gasca, Natalie C, Gudnason, Vilmundur, Hata, Jun, He, Jing, Heath, Alicia K, Ho, Yuk-Lam, Havulinna, Aki S, Hopewell, Jemma C, Hyacinth, Hyacinth I, Inouye, Michael, Jacob, Mina A, Jeon, Christina E, Jern, Christina, Kamouchi, Masahiro, Keene, Keith L, Kitazono, Takanari, Kittner, Steven J, Konuma, Takahiro, Kumar, Amit, Lacaze, Paul, Launer, Lenore J, Lee, Keon-Joo, Lepik, Kaido, Li, Jiang, Li, Liming, Manichaikul, Ani, Markus, Hugh S, Marston, Nicholas A, Meitinger, Thomas, Mitchell, Braxton D, Montellano, Felipe A, Morisaki, Takayuki, Mosley, Thomas H, Nalls, Mike A, Nordestgaard, Borge G, O'Donnell, Martin J, Okada, Yukinori, Onland-Moret, N Charlotte, Ovbiagele, Bruce, Peters, Annette, Psaty, Bruce M, Rich, Stephen S, Rosand, Jonathan, Sabatine, Marc S, Sacco, Ralph L, Saleheen, Danish, Sandset, Else Charlotte, Salomaa, Veikko, Sargurupremraj, Muralidharan, Sasaki, Makoto, Satizabal, Claudia L, Schmidt, Carsten O, Shimizu, Atsushi, Smith, Nicholas L, Sloane, Kelly L, Sutoh, Yoichi, Sun, Yan V, Tanno, Kozo, Tiedt, Steffen, Tatlisumak, Turgut, Torres-Aguila, Nuria P, Tiwari, Hemant K, Tregouet, David-Alexandre, Trompet, Stella, Tuladhar, Anil Man, Tybjaerg-Hansen, Anne, van Vugt, Marion, Vibo, Riina, Verma, Shefali S, Wiggins, Kerri L, Wennberg, Patrik, Woo, Daniel, Wilson, Peter WF, Xu, Huichun, Yang, Qiong, Yoon, Kyungheon, Lee, Jin-Moo, Cheng, Yu-Ching, Meschia, James F, Chen, Wei Min, Sale, Michele M, Zonderman, Alan B, Evans, Michele K, Wilson, James G, Correa, Adolfo, Traylor, Matthew, Lewis, Cathryn M, Carty, Cara L, Reiner, Alexander, Haessler, Jeffrey, Langefeld, Carl D, Gottesman, Rebecca F, Yaffe, Kristine, Liu, Yong Mei, Kooperberg, Charles, Lange, Leslie A, Furie, Karen L, Arnett, Donna K, Benavente, Oscar R, Grewal, Raji P, Peddareddygari, Leema Reddy, Hveem, Kristian, Lindstrom, Sara, Wang, Lu, Smith, Erin N, Gordon, William, van Hylckama Vlieg, Astrid, de Andrade, Mariza, Brody, Jennifer A, Pattee, Jack W, Brumpton, Ben M, Suchon, Pierre, Chen, Ming-Huei, Frazer, Kelly A, Turman, Constance, Germain, Marine, MacDonald, James, Braekkan, Sigrid K, Armasu, Sebastian M, Pankratz, Nathan, Jackson, Rebecca D, Nielsen, Jonas B, Giulianini, Franco, Puurunen, Marja K, Ibrahim, Manal, Heckbert, Susan R, Bammler, Theo K, McCauley, Bryan M, Taylor, Kent D, Pankow, James S, Reiner, Alexander P, Gabrielsen, Maiken E, Deleuze, Jean-Francois, O'Donnell, Chris J, Kim, Jihye, McKnight, Barbara, Kraft, Peter, Hansen, John-Bjarne, Rosendaal, Frits R, Heit, John A, Tang, Weihong, Morange, Pierre-Emmanuel, Johnson, Andrew D, Kabrhel, Christopher, van Dijk, Ewoud J, Koudstaal, Peter J, Luijckx, Gert-Jan, Nederkoorn, Paul J, van Oostenbrugge, Robert J, Visser, Marieke C, Wermer, Marieke JH, Kappelle, L Jaap, Esko, Tonu, Metspalu, Andres, Magi, Reedik, Nelis, Mari, Irvin, Marguerite R, de Leeuw, Frank-Erik, Levi, Christopher R, Maguire, Jane, Jimenez-Conde, Jordi, Sharma, Pankaj, Sudlow, Cathie LM, Rannikmae, Kristiina, Schmidt, Reinhold, Slowik, Agnieszka, Pera, Joanna, Thijs, Vincent NS, Lindgren, Arne G, Ilinca, Andreea, Melander, Olle, Engstrom, Gunnar, Rexrode, Kathryn M, Rothwell, Peter M, Stanne, Tara M, Johnson, Julie A, Danesh, John, Butterworth, Adam S, Heitsch, Laura, Boncoraglio, Giorgio B, Kubo, Michiaki, Pezzini, Alessandro, Rolfs, Arndt, Giese, Anne-Katrin, Weir, David, Ross, Owen A, Lemmons, Robin, Soderholm, Martin, Cushman, Mary, Jood, Katarina, McDonough, Caitrin W, Bell, Steven, Linkohr, Birgit, Lee, Tsong-Hai, Putaala, Jukka, Anderson, Christopher D, Lopez, Oscar L, Jian, Xueqiu, Schminke, Ulf, Cullell, Natalia, Delgado, Pilar, Ibanez, Laura, Krupinski, Jerzy, Lioutas, Vasileios, Matsuda, Koichi, Montaner, Joan, Muino, Elena, Roquer, Jaume, Sarnowski, Chloe, Sattar, Naveed, Sibolt, Gerli, Teumer, Alexander, Rutten-Jacobs, Loes, Kanai, Masahiro, Gretarsdottir, Solveig, Rost, Natalia S, Yusuf, Salim, Almgren, Peter, Ay, Hakan, Bevan, Steve, Brown, Robert D, Carrera, Caty, Buring, Julie E, Chen, Wei-Min, Cotlarciuc, Ioana, de Bakker, Paul IW, DeStefano, Anita L, den Hoed, Marcel, Duan, Qing, Engelter, Stefan T, Falcone, Guido J, Gustafsson, Stefan, Hassan, Ahamad, Holliday, Elizabeth G, Howard, George, Hsu, Fang-Chi, Ingelsson, Erik, Harris, Tamara B, Kissela, Brett M, Kleindorfer, Dawn O, Langenberg, Claudia, Lemmens, Robin, Leys, Didier, Lin, Wei-Yu, Lorentzen, Erik, Magnusson, Patrik K, McArdle, Patrick F, Pulit, Sara L, Rice, Kenneth, Sakaue, Saori, Sapkota, Bishwa R, Tanislav, Christian, Thorleifsson, Gudmar, Thorsteinsdottir, Unnur, Tzourio, Christophe, van Duijn, Cornelia M, Walters, Matthew, Wareham, Nicholas J, Amin, Najaf, Aparicio, Hugo J, Attia, John, Beiser, Alexa S, Berr, Claudine, Bustamante, Mariana, Caso, Valeria, Choi, Seung Hoan, Chowhan, Ayesha, Dartigues, Jean-Francois, Delavaran, Hossein, Dorr, Marcus, Ford, Ian, Gurpreet, Wander S, Hamsten, Anders, Hozawa, Atsushi, Ingelsson, Martin, Iwasaki, Motoki, Kaffashian, Sara, Kalra, Lalit, Kjartansson, Olafur, Kloss, Manja, Labovitz, Daniel L, Laurie, Cathy C, Li, Linxin, Lind, Lars, Lindgren, Cecilia M, Makoto, Hirata, Minegishi, Naoko, Morris, Andrew P, Muller-Nurasyid, Martina, Norrving, Bo, Ogishima, Soichi, Parati, Eugenio A, Pedersen, Nancy L, Perola, Markus, Jousilahti, Pekka, Pileggi, Silvana, Rabionet, Raquel, Riba-Llena, Iolanda, Ribases, Marta, Romero, Jose R, Rudd, Anthony G, Sarin, Antti-Pekka, Sarju, Ralhan, Satoh, Mamoru, Sawada, Norie, Sigurdsson, Asgeir, Smith, Albert, Stine, O Colin, Stott, David J, Strauch, Konstantin, Takai, Takako, Tanaka, Hideo, Touze, Emmanuel, Tsugane, Shoichiro, Uitterlinden, Andre G, Valdimarsson, Einar M, van der Lee, Sven J, Wakai, Kenji, Williams, Stephen R, Wolfe, Charles DA, Wong, Quenna, Yamaji, Taiki, Sanghera, Dharambir K, Stefansson, Kari, Martinez-Majander, Nicolas, Sobue, Kenji, Soriano-Tarraga, Carolina, Volzke, Henry, Akpa, Onoja, Sarfo, Fred S, Akpalu, Albert, Obiako, Reginald, Wahab, Kolawole, Osaigbovo, Godwin, Owolabi, Lukman, Komolafe, Morenikeji, Jenkins, Carolyn, Arulogun, Oyedunni, Ogbole, Godwin, Adeoye, Abiodun M, Akinyemi, Joshua, Agunloye, Atinuke, Fakunle, Adekunle G, Uvere, Ezinne, Olalere, Abimbola, Adebajo, Olayinka J, Chen, Junshi, Clarke, Robert, Collins, Rory, Guo, Yu, Wang, Chen, Lv, Jun, Peto, Richard, Chen, Yiping, Fairhurst-Hunter, Zammy, Hill, Michael, Pozarickij, Alfred, Schmidt, Dan, Stevens, Becky, Turnbull, Iain, Yu, Canqing, Nagai, Akiko, Murakami, Yoishinori, Shiroma, Eric J, Sigurdsson, Sigurdur, Ghanbari, Mohsen, Boerwinkle, Eric, Fongang, Bernard, Wang, Ruiqi, Ikram, Mohammad K, Volker, Uwe, de Laat, Karlijn F, van Norden, Anouk GW, de Kort, Paul L, Vermeer, Sarah E, Brouwers, Paul JAM, Gons, Rob AR, den Heijer, Tom, van Dijk, Gert W, van Rooij, Frank GW, Aamodt, Anne H, Skogholt, Anne H, Willer, Cristen J, Heuch, Ingrid, Hagen, Knut, Fritsche, Lars G, Pedersen, Linda M, Ellekjaer, Hanne, Zhou, Wei, Martinsen, Amy E, Kristoffersen, Espen S, Thomas, Laurent F, Kleinschnitz, Christoph, Frantz, Stefan, Ungethum, Kathrin, Gallego-Fabrega, Cristina, Lledos, Miquel, Llucia-Carol, Laia, Sobrino, Tomas, Campos, Francisco, Castillo, Jose, Freijo, Marimar, Arenillas, Juan Francisco, Obach, Victor, Alvarez-Sabin, Jose, Molina, Carlos A, Ribo, Marc, Munoz-Narbona, Lucia, Lopez-Cancio, Elena, Millan, Monica, Diaz-Navarro, Rosa, Vives-Bauza, Cristofol, Serrano-Heras, Gemma, Segura, Tomas, Dhar, Rajat, Delgado-Mederos, Raquel, Prats-Sanchez, Luis, Camps-Renom, Pol, Blay, Natalia, Sumoy, Lauro, Marti-Fabregas, Joan, Schnohr, Peter, Jensen, Gorm B, Benn, Marianne, Afzal, Shoaib, Kamstrup, Pia R, van Setten, Jessica, van der Laan, Sander W, Vonk, Jet MJ, Kim, Bong-Jo, Curtze, Sami, Tiainen, Marjaana, Kinnunen, Janne, Menon, Vilas, Sung, Yun Ju, Yang, Chengran, Saillour-Glenisson, Florence, Gravel, Simon, Millwood, Iona Y, Gieger, Christian, Ninomiya, Toshiharu, Grabe, Hans J, Jukema, J Wouter, Rissanen, Ina L, Strbian, Daniel, Kim, Young Jin, Chen, Pei-Hsin, Mayerhofer, Ernst, Howson, Joanna MM, Adams, Hieab, Wassertheil-Smoller, Sylvia, Christensen, Kaare, Ikram, Mohammad A, Rundek, Tatjana, Worrall, Bradford B, Lathrop, G Mark, Riaz, Moeen, Simonsick, Eleanor M, Korv, Janika, Franca, Paulo HC, Zand, Ramin, Prasad, Kameshwar, Frikke-Schmidt, Ruth, Liman, Thomas, Haeusler, Karl Georg, Ruigrok, Ynte M, Heuschmann, Peter Ulrich, Longstreth, WT, Jung, Keum Ji, Bastarache, Lisa, Pare, Guillaume, Damrauer, Scott M, Chasman, Daniel I, Rotter, Jerome I, Zwart, John-Anker, Niiranen, Teemu J, Fornage, Myriam, Liaw, Yung-Po, Seshadri, Sudha, Fernandez-Cadenas, Israel, Walters, Robin G, Ruff, Christian T, Owolabi, Mayowa O, Huffman, Jennifer E, Milani, Lili, Kamatani, Yoichiro, Dichgans, Martin, Debette, Stephanie, Mishra, Aniket, Malik, Rainer, Hachiya, Tsuyoshi, Jurgenson, Tuuli, Namba, Shinichi, Posner, Daniel C, Kamanu, Frederick K, Koido, Masaru, Le Grand, Quentin, Shi, Mingyang, He, Yunye, Georgakis, Marios K, Caro, Ilana, Krebs, Kristi, Liaw, Yi-Ching, Vaura, Felix C, Lin, Kuang, Winsvold, Bendik Slagsvold, Srinivasasainagendra, Vinodh, Parodi, Livia, Bae, Hee-Joon, Chauhan, Ganesh, Chong, Michael R, Tomppo, Liisa, Akinyemi, Rufus, Roshchupkin, Gennady V, Habib, Naomi, Jee, Yon Ho, Thomassen, Jesper Qvist, Abedi, Vida, Carcel-Marquez, Jara, Nygaard, Marianne, Leonard, Hampton L, Yang, Chaojie, Yonova-Doing, Ekaterina, Knol, Maria J, Lewis, Adam J, Judy, Renae L, Ago, Tetsuro, Amouyel, Philippe, Armstrong, Nicole D, Bakker, Mark K, Bartz, Traci M, Bennett, David A, Bis, Joshua C, Bordes, Constance, Borte, Sigrid, Cain, Anael, Ridker, Paul M, Cho, Kelly, Chen, Zhengming, Cruchaga, Carlos, Cole, John W, de Jager, Phil L, de Cid, Rafael, Endres, Matthias, Ferreira, Leslie E, Geerlings, Mirjam I, Gasca, Natalie C, Gudnason, Vilmundur, Hata, Jun, He, Jing, Heath, Alicia K, Ho, Yuk-Lam, Havulinna, Aki S, Hopewell, Jemma C, Hyacinth, Hyacinth I, Inouye, Michael, Jacob, Mina A, Jeon, Christina E, Jern, Christina, Kamouchi, Masahiro, Keene, Keith L, Kitazono, Takanari, Kittner, Steven J, Konuma, Takahiro, Kumar, Amit, Lacaze, Paul, Launer, Lenore J, Lee, Keon-Joo, Lepik, Kaido, Li, Jiang, Li, Liming, Manichaikul, Ani, Markus, Hugh S, Marston, Nicholas A, Meitinger, Thomas, Mitchell, Braxton D, Montellano, Felipe A, Morisaki, Takayuki, Mosley, Thomas H, Nalls, Mike A, Nordestgaard, Borge G, O'Donnell, Martin J, Okada, Yukinori, Onland-Moret, N Charlotte, Ovbiagele, Bruce, Peters, Annette, Psaty, Bruce M, Rich, Stephen S, Rosand, Jonathan, Sabatine, Marc S, Sacco, Ralph L, Saleheen, Danish, Sandset, Else Charlotte, Salomaa, Veikko, Sargurupremraj, Muralidharan, Sasaki, Makoto, Satizabal, Claudia L, Schmidt, Carsten O, Shimizu, Atsushi, Smith, Nicholas L, Sloane, Kelly L, Sutoh, Yoichi, Sun, Yan V, Tanno, Kozo, Tiedt, Steffen, Tatlisumak, Turgut, Torres-Aguila, Nuria P, Tiwari, Hemant K, Tregouet, David-Alexandre, Trompet, Stella, Tuladhar, Anil Man, Tybjaerg-Hansen, Anne, van Vugt, Marion, Vibo, Riina, Verma, Shefali S, Wiggins, Kerri L, Wennberg, Patrik, Woo, Daniel, Wilson, Peter WF, Xu, Huichun, Yang, Qiong, Yoon, Kyungheon, Lee, Jin-Moo, Cheng, Yu-Ching, Meschia, James F, Chen, Wei Min, Sale, Michele M, Zonderman, Alan B, Evans, Michele K, Wilson, James G, Correa, Adolfo, Traylor, Matthew, Lewis, Cathryn M, Carty, Cara L, Reiner, Alexander, Haessler, Jeffrey, Langefeld, Carl D, Gottesman, Rebecca F, Yaffe, Kristine, Liu, Yong Mei, Kooperberg, Charles, Lange, Leslie A, Furie, Karen L, Arnett, Donna K, Benavente, Oscar R, Grewal, Raji P, Peddareddygari, Leema Reddy, Hveem, Kristian, Lindstrom, Sara, Wang, Lu, Smith, Erin N, Gordon, William, van Hylckama Vlieg, Astrid, de Andrade, Mariza, Brody, Jennifer A, Pattee, Jack W, Brumpton, Ben M, Suchon, Pierre, Chen, Ming-Huei, Frazer, Kelly A, Turman, Constance, Germain, Marine, MacDonald, James, Braekkan, Sigrid K, Armasu, Sebastian M, Pankratz, Nathan, Jackson, Rebecca D, Nielsen, Jonas B, Giulianini, Franco, Puurunen, Marja K, Ibrahim, Manal, Heckbert, Susan R, Bammler, Theo K, McCauley, Bryan M, Taylor, Kent D, Pankow, James S, Reiner, Alexander P, Gabrielsen, Maiken E, Deleuze, Jean-Francois, O'Donnell, Chris J, Kim, Jihye, McKnight, Barbara, Kraft, Peter, Hansen, John-Bjarne, Rosendaal, Frits R, Heit, John A, Tang, Weihong, Morange, Pierre-Emmanuel, Johnson, Andrew D, Kabrhel, Christopher, van Dijk, Ewoud J, Koudstaal, Peter J, Luijckx, Gert-Jan, Nederkoorn, Paul J, van Oostenbrugge, Robert J, Visser, Marieke C, Wermer, Marieke JH, Kappelle, L Jaap, Esko, Tonu, Metspalu, Andres, Magi, Reedik, Nelis, Mari, Irvin, Marguerite R, de Leeuw, Frank-Erik, Levi, Christopher R, Maguire, Jane, Jimenez-Conde, Jordi, Sharma, Pankaj, Sudlow, Cathie LM, Rannikmae, Kristiina, Schmidt, Reinhold, Slowik, Agnieszka, Pera, Joanna, Thijs, Vincent NS, Lindgren, Arne G, Ilinca, Andreea, Melander, Olle, Engstrom, Gunnar, Rexrode, Kathryn M, Rothwell, Peter M, Stanne, Tara M, Johnson, Julie A, Danesh, John, Butterworth, Adam S, Heitsch, Laura, Boncoraglio, Giorgio B, Kubo, Michiaki, Pezzini, Alessandro, Rolfs, Arndt, Giese, Anne-Katrin, Weir, David, Ross, Owen A, Lemmons, Robin, Soderholm, Martin, Cushman, Mary, Jood, Katarina, McDonough, Caitrin W, Bell, Steven, Linkohr, Birgit, Lee, Tsong-Hai, Putaala, Jukka, Anderson, Christopher D, Lopez, Oscar L, Jian, Xueqiu, Schminke, Ulf, Cullell, Natalia, Delgado, Pilar, Ibanez, Laura, Krupinski, Jerzy, Lioutas, Vasileios, Matsuda, Koichi, Montaner, Joan, Muino, Elena, Roquer, Jaume, Sarnowski, Chloe, Sattar, Naveed, Sibolt, Gerli, Teumer, Alexander, Rutten-Jacobs, Loes, Kanai, Masahiro, Gretarsdottir, Solveig, Rost, Natalia S, Yusuf, Salim, Almgren, Peter, Ay, Hakan, Bevan, Steve, Brown, Robert D, Carrera, Caty, Buring, Julie E, Chen, Wei-Min, Cotlarciuc, Ioana, de Bakker, Paul IW, DeStefano, Anita L, den Hoed, Marcel, Duan, Qing, Engelter, Stefan T, Falcone, Guido J, Gustafsson, Stefan, Hassan, Ahamad, Holliday, Elizabeth G, Howard, George, Hsu, Fang-Chi, Ingelsson, Erik, Harris, Tamara B, Kissela, Brett M, Kleindorfer, Dawn O, Langenberg, Claudia, Lemmens, Robin, Leys, Didier, Lin, Wei-Yu, Lorentzen, Erik, Magnusson, Patrik K, McArdle, Patrick F, Pulit, Sara L, Rice, Kenneth, Sakaue, Saori, Sapkota, Bishwa R, Tanislav, Christian, Thorleifsson, Gudmar, Thorsteinsdottir, Unnur, Tzourio, Christophe, van Duijn, Cornelia M, Walters, Matthew, Wareham, Nicholas J, Amin, Najaf, Aparicio, Hugo J, Attia, John, Beiser, Alexa S, Berr, Claudine, Bustamante, Mariana, Caso, Valeria, Choi, Seung Hoan, Chowhan, Ayesha, Dartigues, Jean-Francois, Delavaran, Hossein, Dorr, Marcus, Ford, Ian, Gurpreet, Wander S, Hamsten, Anders, Hozawa, Atsushi, Ingelsson, Martin, Iwasaki, Motoki, Kaffashian, Sara, Kalra, Lalit, Kjartansson, Olafur, Kloss, Manja, Labovitz, Daniel L, Laurie, Cathy C, Li, Linxin, Lind, Lars, Lindgren, Cecilia M, Makoto, Hirata, Minegishi, Naoko, Morris, Andrew P, Muller-Nurasyid, Martina, Norrving, Bo, Ogishima, Soichi, Parati, Eugenio A, Pedersen, Nancy L, Perola, Markus, Jousilahti, Pekka, Pileggi, Silvana, Rabionet, Raquel, Riba-Llena, Iolanda, Ribases, Marta, Romero, Jose R, Rudd, Anthony G, Sarin, Antti-Pekka, Sarju, Ralhan, Satoh, Mamoru, Sawada, Norie, Sigurdsson, Asgeir, Smith, Albert, Stine, O Colin, Stott, David J, Strauch, Konstantin, Takai, Takako, Tanaka, Hideo, Touze, Emmanuel, Tsugane, Shoichiro, Uitterlinden, Andre G, Valdimarsson, Einar M, van der Lee, Sven J, Wakai, Kenji, Williams, Stephen R, Wolfe, Charles DA, Wong, Quenna, Yamaji, Taiki, Sanghera, Dharambir K, Stefansson, Kari, Martinez-Majander, Nicolas, Sobue, Kenji, Soriano-Tarraga, Carolina, Volzke, Henry, Akpa, Onoja, Sarfo, Fred S, Akpalu, Albert, Obiako, Reginald, Wahab, Kolawole, Osaigbovo, Godwin, Owolabi, Lukman, Komolafe, Morenikeji, Jenkins, Carolyn, Arulogun, Oyedunni, Ogbole, Godwin, Adeoye, Abiodun M, Akinyemi, Joshua, Agunloye, Atinuke, Fakunle, Adekunle G, Uvere, Ezinne, Olalere, Abimbola, Adebajo, Olayinka J, Chen, Junshi, Clarke, Robert, Collins, Rory, Guo, Yu, Wang, Chen, Lv, Jun, Peto, Richard, Chen, Yiping, Fairhurst-Hunter, Zammy, Hill, Michael, Pozarickij, Alfred, Schmidt, Dan, Stevens, Becky, Turnbull, Iain, Yu, Canqing, Nagai, Akiko, Murakami, Yoishinori, Shiroma, Eric J, Sigurdsson, Sigurdur, Ghanbari, Mohsen, Boerwinkle, Eric, Fongang, Bernard, Wang, Ruiqi, Ikram, Mohammad K, Volker, Uwe, de Laat, Karlijn F, van Norden, Anouk GW, de Kort, Paul L, Vermeer, Sarah E, Brouwers, Paul JAM, Gons, Rob AR, den Heijer, Tom, van Dijk, Gert W, van Rooij, Frank GW, Aamodt, Anne H, Skogholt, Anne H, Willer, Cristen J, Heuch, Ingrid, Hagen, Knut, Fritsche, Lars G, Pedersen, Linda M, Ellekjaer, Hanne, Zhou, Wei, Martinsen, Amy E, Kristoffersen, Espen S, Thomas, Laurent F, Kleinschnitz, Christoph, Frantz, Stefan, Ungethum, Kathrin, Gallego-Fabrega, Cristina, Lledos, Miquel, Llucia-Carol, Laia, Sobrino, Tomas, Campos, Francisco, Castillo, Jose, Freijo, Marimar, Arenillas, Juan Francisco, Obach, Victor, Alvarez-Sabin, Jose, Molina, Carlos A, Ribo, Marc, Munoz-Narbona, Lucia, Lopez-Cancio, Elena, Millan, Monica, Diaz-Navarro, Rosa, Vives-Bauza, Cristofol, Serrano-Heras, Gemma, Segura, Tomas, Dhar, Rajat, Delgado-Mederos, Raquel, Prats-Sanchez, Luis, Camps-Renom, Pol, Blay, Natalia, Sumoy, Lauro, Marti-Fabregas, Joan, Schnohr, Peter, Jensen, Gorm B, Benn, Marianne, Afzal, Shoaib, Kamstrup, Pia R, van Setten, Jessica, van der Laan, Sander W, Vonk, Jet MJ, Kim, Bong-Jo, Curtze, Sami, Tiainen, Marjaana, Kinnunen, Janne, Menon, Vilas, Sung, Yun Ju, Yang, Chengran, Saillour-Glenisson, Florence, Gravel, Simon, Millwood, Iona Y, Gieger, Christian, Ninomiya, Toshiharu, Grabe, Hans J, Jukema, J Wouter, Rissanen, Ina L, Strbian, Daniel, Kim, Young Jin, Chen, Pei-Hsin, Mayerhofer, Ernst, Howson, Joanna MM, Adams, Hieab, Wassertheil-Smoller, Sylvia, Christensen, Kaare, Ikram, Mohammad A, Rundek, Tatjana, Worrall, Bradford B, Lathrop, G Mark, Riaz, Moeen, Simonsick, Eleanor M, Korv, Janika, Franca, Paulo HC, Zand, Ramin, Prasad, Kameshwar, Frikke-Schmidt, Ruth, Liman, Thomas, Haeusler, Karl Georg, Ruigrok, Ynte M, Heuschmann, Peter Ulrich, Longstreth, WT, Jung, Keum Ji, Bastarache, Lisa, Pare, Guillaume, Damrauer, Scott M, Chasman, Daniel I, Rotter, Jerome I, Zwart, John-Anker, Niiranen, Teemu J, Fornage, Myriam, Liaw, Yung-Po, Seshadri, Sudha, Fernandez-Cadenas, Israel, Walters, Robin G, Ruff, Christian T, Owolabi, Mayowa O, Huffman, Jennifer E, Milani, Lili, Kamatani, Yoichiro, Dichgans, Martin, and Debette, Stephanie

Abstract

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 stroke risk loci and 60% of the secondary stroke risk loci were replicated (P < 0.05). Effect sizes were highly correlated across ancestries. Cross-ancestry fine-mapping, in silico mutagenesis analysis3, and transcriptome-wide and proteome-wide association analyses revealed putative causal genes (such as SH3PXD2A and FURIN) and variants (such as at GRK5 and NOS3). Using a three-pronged approach4, we provide genetic evidence for putative drug effects, highlighting F11, KLKB1, PROC, GP1BA, LAMC2 and VCAM1 as possible targets, with drugs already under investigation for stroke for F11 and PROC. A polygenic score integrating cross-ancestry and ancestry-specific stroke GWASs with vascular-risk factor GWASs (integrative polygenic scores) strongly predicted ischaemic stroke in populations of European, East Asian and African ancestry5. Stroke genetic risk scores were predictive of ischaemic stroke independent of clinical risk factors in 52,600 clinical-trial participants with cardiometabolic disease. Our results provide insights to inform biology, reveal potential drug targets and derive genetic risk prediction tools across ancestries.

Published
2022

6. Heart Rate Information-Based Machine Learning Prediction of Emotions Among Pregnant Women

Author

Li, Xue, primary, Ono, Chiaki, additional, Warita, Noriko, additional, Shoji, Tomoka, additional, Nakagawa, Takashi, additional, Usukura, Hitomi, additional, Yu, Zhiqian, additional, Takahashi, Yuta, additional, Ichiji, Kei, additional, Sugita, Norihiro, additional, Kobayashi, Natsuko, additional, Kikuchi, Saya, additional, Kunii, Yasuto, additional, Murakami, Keiko, additional, Ishikuro, Mami, additional, Obara, Taku, additional, Nakamura, Tomohiro, additional, Nagami, Fuji, additional, Takai, Takako, additional, Ogishima, Soichi, additional, Sugawara, Junichi, additional, Hoshiai, Tetsuro, additional, Saito, Masatoshi, additional, Tamiya, Gen, additional, Fuse, Nobuo, additional, Kuriyama, Shinichi, additional, Yamamoto, Masayuki, additional, Yaegashi, Nobuo, additional, Homma, Noriyasu, additional, and Tomita, Hiroaki, additional

Published
2022
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7. The return of individual genomic results to research participants: design and pilot study of Tohoku Medical Megabank Project

Author

Kawame, Hiroshi, primary, Fukushima, Akimune, additional, Fuse, Nobuo, additional, Nagami, Fuji, additional, Suzuki, Yoichi, additional, Sakurai-Yageta, Mika, additional, Yasuda, Jun, additional, Yamaguchi-Kabata, Yumi, additional, Kinoshita, Kengo, additional, Ogishima, Soichi, additional, Takai, Takako, additional, Kuriyama, Shinichi, additional, Hozawa, Atsushi, additional, Nakaya, Naoki, additional, Nakamura, Tomohiro, additional, Minegishi, Naoko, additional, Sugawara, Junichi, additional, Suzuki, Kichiya, additional, Tomita, Hiroaki, additional, Uruno, Akira, additional, Kobayashi, Tomoko, additional, Aizawa, Yayoi, additional, Tokutomi, Tomoharu, additional, Yamamoto, Kayono, additional, Ohneda, Kinuko, additional, Kure, Shigeo, additional, Aoki, Yoko, additional, Katagiri, Hideki, additional, Ishigaki, Yasushi, additional, Sawada, Shojiro, additional, Sasaki, Makoto, additional, and Yamamoto, Masayuki, additional

Published
2021
Full Text
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8. Multiancestry genome-wide association study of 520,000 subjects identifies 32 loci associated with stroke and stroke subtypes

Author

Malik, Rainer, Chauhan, Ganesh, Anderson, Christopher D, Salomaa, Veikko, Sapkota, Bishwa R, Schmidt, Reinhold, Schmidt, Carsten O, Schminke, Ulf, Sharma, Pankaj, Slowik, Agnieszka, Sudlow, Cathie L M, Tanislav, Christian, Tatlisumak, Turgut, Chong, Michael, Taylor, Kent D, Thijs, Vincent N S, Thorleifsson, Gudmar, Thorsteinsdottir, Unnur, Tiedt, Steffen, Trompet, Stella, Tzourio, Christophe, van Duijn, Cornelia M, Walters, Matthew, Wareham, Nicholas J, Adams, Hieab H H, Wassertheil-Smoller, Sylvia, Wilson, James G, Wiggins, Kerri L, Yang, Qiong, Yusuf, Salim, Consortium, AFGen, Epidemiology, Cohorts for Heart and Aging Research in Genomic, Pressure, International Genomics of Blood, Consortium, INVENT, STARNET, Ago, Tetsuro, Bis, Joshua C, Pastinen, Tomi, Ruusalepp, Arno, Schadt, Eric E, Koplev, Simon, Björkegren, Johan L M, Codoni, Veronica, Civelek, Mete, Smith, Nicholas L, Trégouët, David A, Almgren, Peter, Christophersen, Ingrid E, Roselli, Carolina, Lubitz, Steven A, Ellinor, Patrick T, Tai, E Shyong, Kooner, Jaspal S, Kato, Norihiro, He, Jiang, van der Harst, Pim, Elliott, Paul, Amouyel, Philippe, Chambers, John C, Takeuchi, Fumihiko, Johnson, Andrew D, Group, BioBank Japan Cooperative Hospital, Consortium, COMPASS, Consortium, EPIC-CVD, Consortium, EPIC-InterAct, Consortium, International Stroke Genetics, Consortium, METASTROKE, Consortium, Neurology Working Group of the CHARGE, Ay, Hakan, Network, NINDS Stroke Genetics, Study, UK Young Lacunar DNA, Consortium, MEGASTROKE, Sanghera, Dharambir K, Melander, Olle, Jern, Christina, Strbian, Daniel, Fernandez-Cadenas, Israel, Longstreth, W. T., Rolfs, Arndt, Bartz, Traci M, Hata, Jun, Woo, Daniel, Rosand, Jonathan, Pare, Guillaume, Hopewell, Jemma C, Saleheen, Danish, Stefansson, Kari, Worrall, Bradford B, Kittner, Steven J, Seshadri, Sudha, Benavente, Oscar R, Fornage, Myriam, Markus, Hugh S, Howson, Joanna M M, Kamatani, Yoichiro, Debette, Stephanie, Dichgans, Martin, Traylor, Matthew, Sargurupremraj, Muralidharan, Bevan, Steve, Okada, Yukinori, Mishra, Aniket, Rutten-Jacobs, Loes, Giese, Anne-Katrin, van der Laan, Sander W, Gretarsdottir, Solveig, Boncoraglio, Giorgio B, Brown, Robert D, Butterworth, Adam S, Carrera, Caty, Carty, Cara L, Chasman, Daniel I, Chen, Wei-Min, Cole, John W, Correa, Adolfo, Cotlarciuc, Ioana, Cruchaga, Carlos, Danesh, John, de Bakker, Paul I W, DeStefano, Anita L, Hoed, Marcel den, Duan, Qing, Engelter, Stefan T, Falcone, Guido J, Gottesman, Rebecca F, Grewal, Raji P, Gudnason, Vilmundur, Gustafsson, Stefan, Haessler, Jeffrey, Harris, Tamara B, Hassan, Ahamad, Havulinna, Aki S, Heckbert, Susan R, Holliday, Elizabeth G, Howard, George, Hsu, Fang-Chi, Hyacinth, Hyacinth I, Ikram, M Arfan, Ingelsson, Erik, Irvin, Marguerite R, Jian, Xueqiu, Jiménez-Conde, Jordi, Johnson, Julie A, Jukema, J Wouter, Kanai, Masahiro, Keene, Keith L, Kissela, Brett M, Kleindorfer, Dawn O, Kooperberg, Charles, Kubo, Michiaki, Lange, Leslie A, Langefeld, Carl D, Langenberg, Claudia, Launer, Lenore J, Lee, Jin-Moo, Lemmens, Robin, Leys, Didier, Lewis, Cathryn M, Lin, Wei-Yu, Lindgren, Arne G, Lorentzen, Erik, Magnusson, Patrik K, Maguire, Jane, Manichaikul, Ani, McArdle, Patrick F, Meschia, James F, Mitchell, Braxton D, Mosley, Thomas H, Nalls, Michael A, Ninomiya, Toshiharu, O'Donnell, Martin J, Psaty, Bruce M, Pulit, Sara L, Rannikmäe, Kristiina, Reiner, Alexander P, Rexrode, Kathryn M, Rice, Kenneth, Rich, Stephen S, Ridker, Paul M, Rost, Natalia S, Rothwell, Peter M, Rotter, Jerome I, Rundek, Tatjana, Sacco, Ralph L, Sakaue, Saori, Sale, Michele M, Amin, Najaf, Aparicio, Hugo S, Arnett, Donna K, Attia, John, Beiser, Alexa S, Berr, Claudine, Buring, Julie E, Bustamante, Mariana, Caso, Valeria, Cheng, Yu-Ching, Choi, Seung Hoan, Chowhan, Ayesha, Cullell, Natalia, Dartigues, Jean-François, Delavaran, Hossein, Delgado, Pilar, Dörr, Marcus, Engström, Gunnar, Ford, Ian, Gurpreet, Wander S, Hamsten, Anders, Heitsch, Laura, Hozawa, Atsushi, Ibanez, Laura, Ilinca, Andreea, Ingelsson, Martin, Iwasaki, Motoki, Jackson, Rebecca D, Jood, Katarina, den Hoed, Marcel, Jousilahti, Pekka, Kaffashian, Sara, Kalra, Lalit, Kamouchi, Masahiro, Kitazono, Takanari, Kjartansson, Olafur, Kloss, Manja, Koudstaal, Peter J, Krupinski, Jerzy, Labovitz, Daniel L, Laurie, Cathy C, Levi, Christopher R, Li, Linxin, Lind, Lars, Lindgren, Cecilia M, Lioutas, Vasileios, Liu, Yong Mei, Lopez, Oscar L, Makoto, Hirata, Martinez-Majander, Nicolas, Matsuda, Koichi, Minegishi, Naoko, Montaner, Joan, Morris, Andrew P, Muiño, Elena, Müller-Nurasyid, Martina, Norrving, Bo, Ogishima, Soichi, Parati, Eugenio A, Peddareddygari, Leema Reddy, Pedersen, Nancy L, Pera, Joanna, Perola, Markus, Pezzini, Alessandro, Pileggi, Silvana, Rabionet, Raquel, Riba-Llena, Iolanda, Ribasés, Marta, Romero, Jose R, Roquer, Jaume, Rudd, Anthony G, Sarin, Antti-Pekka, Sarju, Ralhan, Sarnowski, Chloe, Sasaki, Makoto, Satizabal, Claudia L, Satoh, Mamoru, Sattar, Naveed, Sawada, Norie, Sibolt, Gerli, Sigurdsson, Ásgeir, Smith, Albert, Sobue, Kenji, Soriano-Tárraga, Carolina, Stanne, Tara, Stine, O Colin, Stott, David J, Strauch, Konstantin, Takai, Takako, Tanaka, Hideo, Tanno, Kozo, Teumer, Alexander, Tomppo, Liisa, Torres-Aguila, Nuria P, Touze, Emmanuel, Tsugane, Shoichiro, Uitterlinden, Andre G, Valdimarsson, Einar M, van der Lee, Sven J, Völzke, Henry, Wakai, Kenji, Weir, David, Williams, Stephen R, Wolfe, Charles D A, Wong, Quenna, Xu, Huichun, Yamaji, Taiki, Bordeaux population health (BPH), Université de Bordeaux (UB)-Institut de Santé Publique, d'Épidémiologie et de Développement (ISPED)-Institut National de la Santé et de la Recherche Médicale (INSERM), Pathology, Epidemiology, Radiology & Nuclear Medicine, Cardiovascular Centre (CVC), Universitat de Barcelona, Traylor, Matthew [0000-0001-6624-8621], Okada, Yukinori [0000-0002-0311-8472], Rutten-Jacobs, Loes [0000-0003-3223-885X], van der Laan, Sander W [0000-0001-6888-1404], Adams, Hieab HH [0000-0003-3687-2508], Almgren, Peter [0000-0002-0473-0241], Amouyel, Philippe [0000-0001-9088-234X], Correa, Adolfo [0000-0002-9501-600X], Cruchaga, Carlos [0000-0002-0276-2899], den Hoed, Marcel [0000-0001-8081-428X], Gustafsson, Stefan [0000-0001-5894-0351], Havulinna, Aki S [0000-0002-4787-8959], Ikram, M Arfan [0000-0003-0372-8585], Jukema, J Wouter [0000-0002-3246-8359], Kanai, Masahiro [0000-0001-5165-4408], Lewis, Cathryn M [0000-0002-8249-8476], Lin, Wei-Yu [0000-0002-9267-7988], Magnusson, Patrik K [0000-0002-7315-7899], Pulit, Sara L [0000-0002-2502-3669], Wiggins, Kerri L [0000-0003-2749-1279], Yang, Qiong [0000-0002-3658-1375], Schadt, Eric E [0000-0002-7892-8808], Koplev, Simon [0000-0002-8586-5614], Civelek, Mete [0000-0002-8141-0284], Trégouët, David A [0000-0001-9084-7800], Christophersen, Ingrid E [0000-0002-6141-4712], Roselli, Carolina [0000-0001-5267-6756], Ellinor, Patrick T [0000-0002-2067-0533], van der Harst, Pim [0000-0002-2713-686X], Elliott, Paul [0000-0002-7511-5684], Takeuchi, Fumihiko [0000-0003-3185-5661], Jern, Christina [0000-0002-7531-2354], Saleheen, Danish [0000-0001-6193-020X], Kamatani, Yoichiro [0000-0001-8748-5597], Dichgans, Martin [0000-0002-0654-387X], and Apollo - University of Cambridge Repository

Subjects
Male, 0301 basic medicine, COMPASS Consortium, Linkage disequilibrium, Candidate gene, UK Young Lacunar DNA Study, Genome-wide association study, SEPIA, Linkage Disequilibrium, Epigenesis, Genetic, classification [Stroke], International Stroke Genetics Consortium (ISGC), 0302 clinical medicine, INDEL Mutation, HEMORRHAGIC STROKE, Risk Factors, Pleiotropy, Databases, Genetic, Neurology Working Group of the CHARGE Consortium, WHITE-MATTER HYPERINTENSITIES, Gene Regulatory Networks, Stroke, Genetics & Heredity, Genetics, International Genomics of Blood Pressure (iGEN-BP) Consortium, physiopathology [Stroke], AFGen Consortium, 11 Medical And Health Sciences, Genomics, 3. Good health, [MEGASTROKE Consortium], ISCHEMIC-STROKE, VINTAGE, genetics [Stroke], CORONARY-ARTERY-DISEASE, Medical genetics, Female, EPIC-InterAct Consortium, MEGASTROKE Consortium, Life Sciences & Biomedicine, Gens, medicine.medical_specialty, SUSCEPTIBILITY LOCI, STARNET, INVENT Consortium, SMALL-VESSEL DISEASE, Biology, Polymorphism, Single Nucleotide, EPIC-CVD Consortium, Article, Chromosomes, HUMAN GENETIC-VARIATION, NINDS Stroke Genetics Network (SiGN), 03 medical and health sciences, ddc:570, Genetic variation, medicine, Humans, Genetic Predisposition to Disease, Cohorts for Heart and Aging Research in Genomic Epidemiology (CHARGE) Consortium, Science & Technology, Models, Genetic, COMPLEX TRAITS, Computational Biology, 06 Biological Sciences, medicine.disease, METASTROKE Consortium, Human genetics, Cromosomes, BioBank Japan Cooperative Hospital Group, Genòmica, 030104 developmental biology, Genes, Genetic Loci, ATRIAL-FIBRILLATION, [SDV.SPEE]Life Sciences [q-bio]/Santé publique et épidémiologie, SUDDEN CARDIAC DEATH, 030217 neurology & neurosurgery, Developmental Biology, Genome-Wide Association Study
Abstract

Stroke has multiple etiologies, but the underlying genes and pathways are largely unknown. We conducted a multiancestry genome-wide-association meta-analysis in 521,612 individuals (67,162 cases and 454,450 controls) and discovered 22 new stroke risk loci, bringing the total to 32. We further found shared genetic variation with related vascular traits, including blood pressure, cardiac traits, and venous thromboembolism, at individual loci (n = 18), and using genetic risk scores and linkage-disequilibrium-score regression. Several loci exhibited distinct association and pleiotropy patterns for etiological stroke sub-types. Eleven new susceptibility loci indicate mechanisms not previously implicated in stroke pathophysiology, with prioritization of risk variants and genes accomplished through bioinformatics analyses using extensive functional datasets. Stroke risk loci were significantly enriched in drug targets for antithrombotic therapy.

Published
2018
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9. Publisher Correction: Multiancestry genome-wide association study of 520,000 subjects identifies 32 loci associated with stroke and stroke subtypes

Author

Malik, Rainer, Chauhan, Ganesh, Anderson, Christopher D, Salomaa, Veikko, Sapkota, Bishwa R, Schmidt, Reinhold, Schmidt, Carsten O, Schminke, Ulf, Sharma, Pankaj, Slowik, Agnieszka, Sudlow, Cathie L M, Tanislav, Christian, Tatlisumak, Turgut, Chong, Michael, Taylor, Kent D, Thijs, Vincent N S, Thorleifsson, Gudmar, Thorsteinsdottir, Unnur, Tiedt, Steffen, Trompet, Stella, Tzourio, Christophe, van Duijn, Cornelia M, Walters, Matthew, Wareham, Nicholas J, Adams, Hieab H H, Wassertheil-Smoller, Sylvia, Wilson, James G, Wiggins, Kerri L, Yang, Qiong, Yusuf, Salim, Consortium, AFGen, Epidemiology, Cohorts for Heart and Aging Research in Genomic, Pressure, International Genomics of Blood, Consortium, INVENT, STARNET, Ago, Tetsuro, Bis, Joshua C, Pastinen, Tomi, Ruusalepp, Arno, Schadt, Eric E, Koplev, Simon, Björkegren, Johan L M, Codoni, Veronica, Civelek, Mete, Smith, Nicholas L, Trégouët, David A, Almgren, Peter, Christophersen, Ingrid E, Roselli, Carolina, Lubitz, Steven A, Ellinor, Patrick T, Tai, E Shyong, Kooner, Jaspal S, Kato, Norihiro, He, Jiang, van der Harst, Pim, Elliott, Paul, Amouyel, Philippe, Chambers, John C, Takeuchi, Fumihiko, Johnson, Andrew D, Group, BioBank Japan Cooperative Hospital, Consortium, COMPASS, Consortium, EPIC-CVD, Consortium, EPIC-InterAct, Consortium, International Stroke Genetics, Consortium, METASTROKE, Consortium, Neurology Working Group of the CHARGE, Ay, Hakan, Network, NINDS Stroke Genetics, Study, UK Young Lacunar DNA, Consortium, MEGASTROKE, Sanghera, Dharambir K, Melander, Olle, Jern, Christina, Strbian, Daniel, Fernandez-Cadenas, Israel, Longstreth, W. T., Rolfs, Arndt, Bartz, Traci M, Hata, Jun, Woo, Daniel, Rosand, Jonathan, Pare, Guillaume, Hopewell, Jemma C, Saleheen, Danish, Stefansson, Kari, Worrall, Bradford B, Kittner, Steven J, Seshadri, Sudha, Benavente, Oscar R, Fornage, Myriam, Markus, Hugh S, Howson, Joanna M M, Kamatani, Yoichiro, Debette, Stephanie, Traylor, Matthew, Sargurupremraj, Muralidharan, Okada, Yukinori, Bevan, Steve, Mishra, Aniket, Rutten-Jacobs, Loes, Giese, Anne-Katrin, van der Laan, Sander W, Gretarsdottir, Solveig, Boncoraglio, Giorgio B, Brown, Robert D, Butterworth, Adam S, Carrera, Caty, Carty, Cara L, Chasman, Daniel I, Chen, Wei-Min, Cole, John W, Correa, Adolfo, Cotlarciuc, Ioana, Cruchaga, Carlos, Danesh, John, de Bakker, Paul I W, DeStefano, Anita L, den Hoed, Marcel, Duan, Qing, Engelter, Stefan T, Falcone, Guido J, Gottesman, Rebecca F, Grewal, Raji P, Gudnason, Vilmundur, Gustafsson, Stefan, Haessler, Jeffrey, Harris, Tamara B, Hassan, Ahamad, Havulinna, Aki S, Heckbert, Susan R, Holliday, Elizabeth G, Howard, George, Hsu, Fang-Chi, Hyacinth, Hyacinth I, Ikram, M Arfan, Ingelsson, Erik, Irvin, Marguerite R, Jian, Xueqiu, Jiménez-Conde, Jordi, Johnson, Julie A, Jukema, J Wouter, Kanai, Masahiro, Keene, Keith L, Kissela, Brett M, Kleindorfer, Dawn O, Kooperberg, Charles, Kubo, Michiaki, Lange, Leslie A, Langefeld, Carl D, Langenberg, Claudia, Launer, Lenore J, Lee, Jin-Moo, Lemmens, Robin, Leys, Didier, Lewis, Cathryn M, Lin, Wei-Yu, Lindgren, Arne G, Lorentzen, Erik, Magnusson, Patrik K, Maguire, Jane, Manichaikul, Ani, McArdle, Patrick F, Meschia, James F, Mitchell, Braxton D, Mosley, Thomas H, Nalls, Michael A, Ninomiya, Toshiharu, O'Donnell, Martin J, Psaty, Bruce M, Pulit, Sara L, Rannikmäe, Kristiina, Reiner, Alexander P, Rexrode, Kathryn M, Rice, Kenneth, Rich, Stephen S, Ridker, Paul M, Rost, Natalia S, Rothwell, Peter M, Rotter, Jerome I, Rundek, Tatjana, Sacco, Ralph L, Sakaue, Saori, Sale, Michele M, Amin, Najaf, Aparicio, Hugo S, Arnett, Donna K, Attia, John, Beiser, Alexa S, Berr, Claudine, Buring, Julie E, Bustamante, Mariana, Caso, Valeria, Cheng, Yu-Ching, Choi, Seung Hoan, Chowhan, Ayesha, Cullell, Natalia, Dartigues, Jean-François, Delavaran, Hossein, Delgado, Pilar, Dörr, Marcus, Engström, Gunnar, Ford, Ian, Gurpreet, Wander S, Hamsten, Anders, Heitsch, Laura, Hozawa, Atsushi, Ibanez, Laura, Ilinca, Andreea, Ingelsson, Martin, Iwasaki, Motoki, Jackson, Rebecca D, Jood, Katarina, Jousilahti, Pekka, Kaffashian, Sara, Kalra, Lalit, Kamouchi, Masahiro, Kitazono, Takanari, Kjartansson, Olafur, Kloss, Manja, Koudstaal, Peter J, Krupinski, Jerzy, Labovitz, Daniel L, Laurie, Cathy C, Levi, Christopher R, Li, Linxin, Lind, Lars, Lindgren, Cecilia M, Lioutas, Vasileios, Liu, Yong Mei, Lopez, Oscar L, Makoto, Hirata, Martinez-Majander, Nicolas, Matsuda, Koichi, Minegishi, Naoko, Montaner, Joan, Morris, Andrew P, Muiño, Elena, Müller-Nurasyid, Martina, Norrving, Bo, Ogishima, Soichi, Parati, Eugenio A, Peddareddygari, Leema Reddy, Pedersen, Nancy L, Pera, Joanna, Perola, Markus, Pezzini, Alessandro, Pileggi, Silvana, Rabionet, Raquel, Riba-Llena, Iolanda, Ribasés, Marta, Romero, Jose R, Roquer, Jaume, Rudd, Anthony G, Sarin, Antti-Pekka, Sarju, Ralhan, Sarnowski, Chloe, Sasaki, Makoto, Satizabal, Claudia L, Satoh, Mamoru, Sattar, Naveed, Sawada, Norie, Sibolt, Gerli, Sigurdsson, Ásgeir, Smith, Albert, Sobue, Kenji, Soriano-Tárraga, Carolina, Stanne, Tara, Stine, O Colin, Stott, David J, Strauch, Konstantin, Takai, Takako, Tanaka, Hideo, Tanno, Kozo, Teumer, Alexander, Tomppo, Liisa, Torres-Aguila, Nuria P, Touze, Emmanuel, Tsugane, Shoichiro, Uitterlinden, Andre G, Valdimarsson, Einar M, van der Lee, Sven J, Völzke, Henry, Wakai, Kenji, Weir, David, Williams, Stephen R, Wolfe, Charles D A, Wong, Quenna, Xu, Huichun, Yamaji, Taiki, and Dichgans, Martin

Subjects
0303 health sciences, medicine.medical_specialty, Published Erratum, MathematicsofComputing_GENERAL, TheoryofComputation_GENERAL, Genome-wide association study, Biology, medicine.disease, Biobank, 03 medical and health sciences, 0302 clinical medicine, ddc:570, Genetics, medicine, Psychiatry, Stroke, 030217 neurology & neurosurgery, 030304 developmental biology
Abstract

In the HTML version of this article initially published, the author groups ‘AFGen Consortium’, ‘Cohorts for Heart and Aging Research in Genomic Epidemiology (CHARGE) Consortium’, ‘International Genomics of Blood Pressure (iGEN-BP) Consortium’, ‘INVENT Consortium’, ‘STARNET’, ‘BioBank Japan Cooperative Hospital Group’, ‘COMPASS Consortium’, ‘EPIC-CVD Consortium’, ‘EPIC-InterAct Consortium’, ‘International Stroke Genetics Consortium (ISGC)’, ‘METASTROKE Consortium’, ‘Neurology Working Group of the CHARGE Consortium’, ‘NINDS Stroke Genetics Network (SiGN)’, ‘UK Young Lacunar DNA Study’ and ‘MEGASTROKE Consortium’ appeared at the end of the author list but should have appeared earlier in the list. In addition, the author group ‘MEGASTROKE Consortium’ was duplicated, and its members were not displayed in the ‘Author information’ section. The errors have been corrected in the HTML version of the article.

Published
2019
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10. Maternity Log study: a longitudinal lifelog monitoring and multiomics analysis for the early prediction of complicated pregnancy

Author

Sugawara, Junichi, primary, Ochi, Daisuke, additional, Yamashita, Riu, additional, Yamauchi, Takafumi, additional, Saigusa, Daisuke, additional, Wagata, Maiko, additional, Obara, Taku, additional, Ishikuro, Mami, additional, Tsunemoto, Yoshiki, additional, Harada, Yuki, additional, Shibata, Tomoko, additional, Mimori, Takahiro, additional, Kawashima, Junko, additional, Katsuoka, Fumiki, additional, Igarashi-Takai, Takako, additional, Ogishima, Soichi, additional, Metoki, Hirohito, additional, Hashizume, Hiroaki, additional, Fuse, Nobuo, additional, Minegishi, Naoko, additional, Koshiba, Seizo, additional, Tanabe, Osamu, additional, Kuriyama, Shinichi, additional, Kinoshita, Kengo, additional, Kure, Shigeo, additional, Yaegashi, Nobuo, additional, Yamamoto, Masayuki, additional, Hiyama, Satoshi, additional, and Nagasaki, Masao, additional

Published
2019
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20. Publisher Correction : Stroke genetics informs drug discovery and risk prediction across ancestries

Author

Mishra, Aniket, Malik, Rainer, He, Yunye, Rosand, Jonathan, Sabatine, Marc S, Sacco, Ralph L, Saleheen, Danish, Sandset, Else Charlotte, Salomaa, Veikko, Sargurupremraj, Muralidharan, Sasaki, Makoto, Satizabal, Claudia L, Schmidt, Carsten O, Georgakis, Marios K, Shimizu, Atsushi, Smith, Nicholas L, Sloane, Kelly L, Sutoh, Yoichi, Sun, Yan V, Tanno, Kozo, Tiedt, Steffen, Tatlisumak, Turgut, Torres-Aguila, Nuria P, Tiwari, Hemant K, Caro, Ilana, Trégouët, David-Alexandre, Trompet, Stella, Tuladhar, Anil Man, Tybjærg-Hansen, Anne, van Vugt, Marion, Vibo, Riina, Verma, Shefali S, Wiggins, Kerri L, Wennberg, Patrik, Woo, Daniel, Krebs, Kristi, Wilson, Peter W F, Xu, Huichun, Yang, Qiong, Yoon, Kyungheon, Consortium, COMPASS, Consortium, INVENT, Initiative, Dutch Parelsnoer, Biobank, Estonian, Consortium, PRECISE4Q, Consortium, FinnGen, Liaw, Yi-Ching, Network, NINDS Stroke Genetics, Consortium, MEGASTROKE, Consortium, SIREN, Group, China Kadoorie Biobank Collaborative, Program, VA Million Veteran, Consortium, International Stroke Genetics, Japan, Biobank, Consortium, CHARGE, Consortium, GIGASTROKE, Millwood, Iona Y, Vaura, Felix C, Gieger, Christian, Ninomiya, Toshiharu, Grabe, Hans J, Jukema, J Wouter, Rissanen, Ina L, Strbian, Daniel, Kim, Young Jin, Chen, Pei-Hsin, Mayerhofer, Ernst, Howson, Joanna M M, Lin, Kuang, Irvin, Marguerite R, Adams, Hieab, Wassertheil-Smoller, Sylvia, Christensen, Kaare, Ikram, Mohammad A, Rundek, Tatjana, Worrall, Bradford B, Lathrop, G Mark, Riaz, Moeen, Simonsick, Eleanor M, Winsvold, Bendik Slagsvold, Kõrv, Janika, França, Paulo H C, Zand, Ramin, Prasad, Kameshwar, Frikke-Schmidt, Ruth, de Leeuw, Frank-Erik, Liman, Thomas G., Haeusler, Karl Georg, Ruigrok, Ynte M, Heuschmann, Peter Ulrich, Srinivasasainagendra, Vinodh, Longstreth, W. T., Jung, Keum Ji, Bastarache, Lisa, Paré, Guillaume, Damrauer, Scott M, Chasman, Daniel I, Rotter, Jerome I, Anderson, Christopher D, Zwart, John-Anker, Niiranen, Teemu J, Parodi, Livia, Fornage, Myriam, Liaw, Yung-Po, Seshadri, Sudha, Fernández-Cadenas, Israel, Walters, Robin G, Ruff, Christian T, Owolabi, Mayowa O, Huffman, Jennifer E, Milani, Lili, Kamatani, Yoichiro, Hachiya, Tsuyoshi, Bae, Hee-Joon, Dichgans, Martin, Debette, Stephanie, Chauhan, Ganesh, Chong, Michael R, Tomppo, Liisa, Akinyemi, Rufus, Roshchupkin, Gennady V, Habib, Naomi, Jee, Yon Ho, Thomassen, Jesper Qvist, Abedi, Vida, Jürgenson, Tuuli, Cárcel-Márquez, Jara, Nygaard, Marianne, Leonard, Hampton L, Yang, Chaojie, Yonova-Doing, Ekaterina, Knol, Maria J, Lewis, Adam J, Judy, Renae L, Ago, Tetsuro, Amouyel, Philippe, Namba, Shinichi, Armstrong, Nicole D, Bakker, Mark K, Bartz, Traci M, Bennett, David A, Bis, Joshua C, Bordes, Constance, Børte, Sigrid, Cain, Anael, Ridker, Paul M, Cho, Kelly, Posner, Daniel C, Chen, Zhengming, Cruchaga, Carlos, Cole, John W, de Jager, Phil L, de Cid, Rafael, Endres, Matthias, Ferreira, Leslie E, Geerlings, Mirjam I, Gasca, Natalie C, Gudnason, Vilmundur, Kamanu, Frederick K, Hata, Jun, He, Jing, Heath, Alicia K, Ho, Yuk-Lam, Havulinna, Aki S, Hopewell, Jemma C, Hyacinth, Hyacinth I, Inouye, Michael, Jacob, Mina A, Jeon, Christina E, Koido, Masaru, Jern, Christina, Kamouchi, Masahiro, Keene, Keith L, Kitazono, Takanari, Kittner, Steven J, Konuma, Takahiro, Kumar, Amit, Lacaze, Paul, Launer, Lenore J, Lee, Keon-Joo, Le Grand, Quentin, Lepik, Kaido, Li, Jiang, Li, Liming, Manichaikul, Ani, Markus, Hugh S, Marston, Nicholas A, Meitinger, Thomas, Mitchell, Braxton D, Montellano, Felipe A, Morisaki, Takayuki, Shi, Mingyang, Mosley, Thomas H, Nalls, Mike A, Nordestgaard, Børge G, O'Donnell, Martin J, Okada, Yukinori, Onland-Moret, N Charlotte, Ovbiagele, Bruce, Peters, Annette, Psaty, Bruce M, Rich, Stephen S, Bis, Joshua C, Lee, Jin-Moo, Cheng, Yu-Ching, Meschia, James F, Chen, Wei Min, Sale, Michèle M, Zonderman, Alan B, Evans, Michele K, Wilson, James G, Correa, Adolfo, Traylor, Matthew, Lewis, Cathryn M, Carty, Cara L, Reiner, Alexander, Haessler, Jeffrey, Langefeld, Carl D, Gottesman, Rebecca F, Yaffe, Kristine, Liu, Yong Mei, Kooperberg, Charles, Lange, Leslie A, Furie, Karen L, Arnett, Donna K, Benavente, Oscar R, Grewal, Raji P, Peddareddygari, Leema Reddy, Hveem, Kristian, Lindstrom, Sara, Wang, Lu, Smith, Erin N, Gordon, William, van Hylckama Vlieg, Astrid, de Andrade, Mariza, Brody, Jennifer A, Pattee, Jack W, Brumpton, Ben M, Suchon, Pierre, Chen, Ming-Huei, Frazer, Kelly A, Turman, Constance, Germain, Marine, MacDonald, James, Braekkan, Sigrid K, Armasu, Sebastian M, Pankratz, Nathan, Jackson, Rebecca D, Nielsen, Jonas B, Giulianini, Franco, Puurunen, Marja K, Ibrahim, Manal, Heckbert, Susan R, Bammler, Theo K, McCauley, Bryan M, Taylor, Kent D, Pankow, James S, Reiner, Alexander P, Gabrielsen, Maiken E, Deleuze, Jean-François, O'Donnell, Chris J, Kim, Jihye, McKnight, Barbara, Kraft, Peter, Hansen, John-Bjarne, Rosendaal, Frits R, Heit, John A, Tang, Weihong, Morange, Pierre-Emmanuel, Johnson, Andrew D, Kabrhel, Christopher, van Dijk, Ewoud J, Koudstaal, Peter J, Luijckx, Gert-Jan, Nederkoorn, Paul J, van Oostenbrugge, Robert J, Visser, Marieke C, Wermer, Marieke J H, Kappelle, L Jaap, Esko, Tõnu, Metspalu, Andres, Mägi, Reedik, Nelis, Mari, Irvin, Marguerite R, de Leeuw, Frank-Erik, Levi, Christopher R, Maguire, Jane, Jiménez-Conde, Jordi, Sharma, Pankaj, Sudlow, Cathie L M, Rannikmäe, Kristiina, Schmidt, Reinhold, Slowik, Agnieszka, Pera, Joanna, Thijs, Vincent N S, Lindgren, Arne G, Ilinca, Andreea, Melander, Olle, Engström, Gunnar, Rexrode, Kathryn M, Rothwell, Peter M, Stanne, Tara M, Johnson, Julie A, Danesh, John, Butterworth, Adam S, Heitsch, Laura, Boncoraglio, Giorgio B, Kubo, Michiaki, Pezzini, Alessandro, Rolfs, Arndt, Giese, Anne-Katrin, Weir, David, Ross, Owen A, Lemmons, Robin, Soderholm, Martin, Cushman, Mary, Jood, Katarina, McDonough, Caitrin W, Bell, Steven, Linkohr, Birgit, Lee, Tsong-Hai, Putaala, Jukka, Anderson, Christopher D, Lopez, Oscar L, Jian, Xueqiu, Schminke, Ulf, Cullell, Natalia, Delgado, Pilar, Ibañez, Laura, Krupinski, Jerzy, Lioutas, Vasileios, Matsuda, Koichi, Montaner, Joan, Muiño, Elena, Roquer, Jaume, Sarnowski, Chloe, Sattar, Naveed, Sibolt, Gerli, Teumer, Alexander, Rutten-Jacobs, Loes, Kanai, Masahiro, Gretarsdottir, Solveig, Rost, Natalia S, Yusuf, Salim, Almgren, Peter, Ay, Hakan, Bevan, Steve, Brown, Robert D, Carrera, Caty, Buring, Julie E, Chen, Wei-Min, Cotlarciuc, Ioana, de Bakker, Paul I W, DeStefano, Anita L, den Hoed, Marcel, Duan, Qing, Engelter, Stefan T, Falcone, Guido J, Gustafsson, Stefan, Hassan, Ahamad, Holliday, Elizabeth G, Howard, George, Hsu, Fang-Chi, Ingelsson, Erik, Harris, Tamara B, Kissela, Brett M, Kleindorfer, Dawn O, Langenberg, Claudia, Lemmens, Robin, Leys, Didier, Lin, Wei-Yu, Lorentzen, Erik, Magnusson, Patrik K, McArdle, Patrick F, Pulit, Sara L, Rice, Kenneth, Sakaue, Saori, Sapkota, Bishwa R, Tanislav, Christian, Thorleifsson, Gudmar, Thorsteinsdottir, Unnur, Tzourio, Christophe, van Duijn, Cornelia M, Walters, Matthew, Wareham, Nicholas J, Amin, Najaf, Aparicio, Hugo J, Attia, John, Beiser, Alexa S, Berr, Claudine, Bustamante, Mariana, Caso, Valeria, Choi, Seung Hoan, Chowhan, Ayesha, Dartigues, Jean-François, Delavaran, Hossein, Dörr, Marcus, Ford, Ian, Gurpreet, Wander S, Hamsten, Anders, Hozawa, Atsushi, Ingelsson, Martin, Iwasaki, Motoki, Kaffashian, Sara, Kalra, Lalit, Kjartansson, Olafur, Kloss, Manja, Labovitz, Daniel L, Laurie, Cathy C, Li, Linxin, Lind, Lars, Lindgren, Cecilia M, Makoto, Hirata, Minegishi, Naoko, Morris, Andrew P, Müller-Nurasyid, Martina, Norrving, Bo, Ogishima, Soichi, Parati, Eugenio A, Pedersen, Nancy L, Perola, Markus, Jousilahti, Pekka, Pileggi, Silvana, Rabionet, Raquel, Riba-Llena, Iolanda, Ribasés, Marta, Romero, Jose R, Rudd, Anthony G, Sarin, 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Subjects
Stroke, Multidisciplinary, Genetic markers, ddc:500, Predictive markers, Genome-wide association studies
Published
2022
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21. Integrated Database And Knowledge Base For Genomic Prospective Cohort Study In Tohoku Medical Megabank Toward Personalized Prevention And Medicine.

Author

Ogishima S, Takai T, Shimokawa K, Nagaie S, Tanaka H, and Nakaya J

Subjects
Cohort Studies, Database Management Systems organization & administration, Datasets as Topic, Genomics organization & administration, Japan, Natural Language Processing, Systems Integration, User-Computer Interface, Databases, Genetic, Electronic Health Records organization & administration, Genetic Predisposition to Disease genetics, Medical Record Linkage methods, Precision Medicine methods, Preventive Medicine organization & administration
Abstract

The Tohoku Medical Megabank project is a national project to revitalization of the disaster area in the Tohoku region by the Great East Japan Earthquake, and have conducted large-scale prospective genome-cohort study. Along with prospective genome-cohort study, we have developed integrated database and knowledge base which will be key database for realizing personalized prevention and medicine.

Published
2015

22. Development of clinical ontology for mood disorder with combination of psychomedical information.

Author

Haghighi M, Koeda M, Takai T, and Tanaka H

Subjects
Databases, Factual, Decision Support Systems, Clinical, Humans, Internet, Medical Informatics, Mood Disorders diagnosis, Psychiatry, Psychology, Surveys and Questionnaires, Information Systems, Interprofessional Relations, Mood Disorders classification, Terminology as Topic
Abstract

We have developed a new educational/clinical ontology named the "Haghighi-Koeda Mood Disorder Ontology", which involves both medical and psychological approaches for mood disorders in order to promote the exchange of information between psychiatrists and psychologists. Data was gathered from more than 5000 articles published in journals and websites specialized in life science. We evaluated and selected articles which were related to 4 main categories of mood disorders. Using Protege 3.4 beta, information related to mood disorders was classified by class/subclass tree in an ontological structure. Then we developed a web-based interface system on the internet enabling the implementation of the ontology. In addition, we have designed an online scale for automated diagnosis of mood disorder. For evaluating experiments, we compare this ontology with "Decisionbase" of which content deals with mood disorders. Evaluation was in accordance with our selected criteria via the AHP (Analysis of Hierarchical Processing) method. The results demonstrated the noteworthy superiority of our ontology. We believe that combining knowledge of medical science with that in psychological fields is a key to improving the quality of diagnosis and promoting appropriate treaTMent in all psychiatric disorders.

Published
2009

23. [Introduction to gene ontology].

Author

Takai T and Takagi T

Subjects
Animals, Genome, Humans, Internet, Computational Biology methods, Databases, Genetic, Genomics
Published
2003

24. [Development of a gene expression profiling system for safety evaluation of chemicals].

Author

Toda K, Takai T, Mori Y, and Nakada K

Subjects
Cell Division genetics, Cells, Cultured, Databases, Genetic, Gastric Mucosa cytology, Gene Expression drug effects, Humans, Oligonucleotide Array Sequence Analysis, Signal Transduction genetics, Software, Transforming Growth Factor beta genetics, Tumor Necrosis Factor-alpha toxicity, Gene Expression Profiling methods, Mutagenicity Tests methods
Published
2003

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