6 results on '"Borte, Sigrid"'
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2. Stroke genetics informs drug discovery and risk prediction across ancestries
- Author
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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
3. Stroke genetics informs drug discovery and risk prediction across ancestries
- Author
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Debette, Stéphanie, primary, Mishra, Aniket, additional, Malik, Rainer, additional, Hachiya, Tsuyoshi, additional, Jürgenson, Tuuli, additional, Namba, Shinichi, additional, Koido, Masaru, additional, Grand, Quentin Le, additional, Kamanu, Frederick, additional, Shi, Mingyang, additional, He, Yunye, additional, Georgakis, Marios, additional, Caro, Ilana, additional, Krebs, Kristi, additional, Vaura, Felix, additional, Habib, Naomi, additional, Winsvold, Bendik, additional, Jee, Yon Ho, additional, Thomassen, Jesper Qvist, additional, Abedi, Vida, additional, Cárcel-Márquez, Jara, additional, Lin, Kuang, additional, Nygaard, Marianne, additional, Chauhan, Ganesh, additional, Leonard, Hampton, additional, Yang, Chaojie, additional, Yonova-Doing, Ekaterina, additional, Knol, Maria, additional, Ago, Tetsuro, additional, Amouyel, Philippe, additional, Anderson, Christopher, additional, Armstrong, Nicole, additional, Bakker, Mark, additional, Bartz, Traci, additional, Bis, Joshua, additional, Bordes, Constance, additional, Borte, Sigrid, additional, Cain, Anael, additional, Ridker, Paul, additional, Chen, Zhengming, additional, Chong, Michael, additional, Cole, John, additional, de Cid, Rafael, additional, Endres, Matthias, additional, Ferreira, Leslie, additional, Gasca, Natalie, additional, Gudnason, Vilmundur, additional, Hata, Jun, additional, Havulinna, Aki, additional, Hopewell, Jemma, additional, Hyacinth, Hyacinth, additional, Inouye, Michael, additional, Jacob, Mina, additional, Jeon, Christina , additional, Jern, Christina, additional, Kamouchi, Masahiro, additional, Keene, Keith, additional, Kitazono, Takanari, additional, Kittner, Steven, additional, Konuma, Takahiro, additional, Kumar, Amit, additional, Lacaze, Paul, additional, Launer, Lenore, additional, Lepik, Kaido, additional, Li, Jiang, additional, Li, Liming, additional, Manichaikul, Ani, additional, Markus, Hugh, additional, Marston, Nicholas, additional, Meitinger, Thomas, additional, Mitchell, Braxton, additional, Montellano, Felipe, additional, Morisaki, Takayuki, additional, Mosley, Thomas, additional, Nalls, Mike, additional, Nordestgaard, Børge, additional, O'Donnell, Martin, additional, Okada, Yukinori, additional, Pare, Guillaume, additional, Peters, Annette, additional, Psaty, Bruce, additional, Rich, Stephen, additional, Rosand, Jonathan, additional, Sabatine, Marc, additional, Sacco, Ralph, additional, Saleheen, Danish, additional, Sandset, Else Charlotte, additional, Sargurupremraj, Muralidharan, additional, Sasaki, Makoto, additional, Satizabal, Claudia, additional, Schmidt, Carsten, additional, Shimizu, Atsushi, additional, Smith, Nicholas, additional, Strbian, Daniel, additional, Sutoh, Yoichi, additional, Tanno, Kozo, additional, Tiedt, Steffen, additional, Torres-Aguila, Nuria, additional, Trégouët, David-Alexandre, additional, Trompet, Stella, additional, Tuladhar, Anil, additional, Tybjærg-Hansen, Anne, additional, Vugt, Marion van, additional, Vibo, Riina, additional, Wiggins, Kerri, additional, Woo, Daniel, additional, Xu, Huichun, additional, Yang, Qiong, additional, Lathrop, Mark, additional, Millwood, Iona, additional, Gieger, Christian, additional, Ninomiya, Toshiharu, additional, Grabe, Hans, additional, Jukema, J Wouter, additional, Rissanen, Ina, additional, Seshadri, Sudha, additional, Longstreth, William, additional, Chasman, Daniel, additional, Howson, Joanna, additional, Irvin, Marguerite, additional, Adams, Hieab, additional, Wasssertheil-Smoller, Sylvia, additional, Christensen, Kaare, additional, Ikram, M. Arfan, additional, Rundek, Tatjana, additional, Rotter, Jerome, additional, Riaz, Moeen, additional, Simonsick, Eleanor, additional, Kõrv, Janika, additional, França, Paulo, additional, Fornage, Myriam, additional, Zand, Ramin, additional, Prasad, Kameshwar, additional, Frikke-Schmidt, Ruth, additional, de Leeuw, Frank-Erik, additional, Liman, Thomas, additional, Haeusler, Karl Georg, additional, Ruigrok, Ynte, additional, Heuschmann, Peter, additional, Jung, Keum, additional, Zwart, John-Anker, additional, Niiranen, Teemu, additional, Ruff, Christian, additional, Fernández-Cadenas, Israel, additional, Walters, Robin, additional, Milani, Lili, additional, Kamatani, Yoichiro, additional, and Dichgans, Martin, additional
- Published
- 2022
- Full Text
- View/download PDF
4. Genome-wide association study of more than 40,000 bipolar disorder cases provides new insights into the underlying biology
- Author
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Mullins, Niamh, Forstner, Andreas J., O'Connell, Kevin S., Coombes, Brandon, Coleman, Jonathan R., I, Qiao, Zhen, Als, Thomas D., Bigdeli, Tim B., Borte, Sigrid, Bryois, Julien, Charney, Alexander W., Drange, Ole Kristian, Gandal, Michael J., Hagenaars, Saskia P., Ikeda, Masashi, Kamitaki, Nolan, Kim, Minsoo, Krebs, Kristi, Panagiotaropoulou, Georgia, Schilder, Brian M., Sloofman, Laura G., Steinberg, Stacy, Trubetskoy, Vassily, Winsvold, Bendik S., Won, Hong-Hee, Abramova, Liliya, Adorjan, Kristina, Agerbo, Esben, Al Eissa, Mariam, Albani, Diego, Alliey-Rodriguez, Ney, Anjorin, Adebayo, Antilla, Verneri, Antoniou, Anastasia, Awasthi, Swapnil, Baek, Ji Hyun, Baekvad-Hansen, Marie, Bass, Nicholas, Bauer, Michael, Beins, Eva C., Bergen, Sarah E., Birner, Armin, Pedersen, Carsten Bocker, Boen, Erlend, Boks, Marco P., Bosch, Rosa, Brum, Murielle, Brumpton, Ben M., Brunkhorst-Kanaan, Nathalie, Budde, Monika, Bybjerg-Grauholm, Jonas, Byerley, William, Cairns, Murray, Casas, Miquel, Cervantes, Pablo, Clarke, Toni-Kim, Cruceanu, Cristiana, Cuellar-Barboza, Alfredo, Cunningham, Julie, Curtis, David, Czerski, Piotr M., Dale, Anders M., Dalkner, Nina, David, Friederike S., Degenhardt, Franziska, Djurovic, Srdjan, Dobbyn, Amanda L., Douzenis, Athanassios, Elvsashagen, Torbjorn, Escott-Price, Valentina, Ferrier, I. Nicol, Fiorentino, Alessia, Foroud, Tatiana M., Forty, Liz, Frank, Josef, Frei, Oleksandr, Freimer, Nelson B., Frisen, Louise, Gade, Katrin, Garnham, Julie, Gelernter, Joel, Pedersen, Marianne Giortz, Gizer, Ian R., Gordon, Scott D., Gordon-Smith, Katherine, Greenwood, Tiffany A., Grove, Jakob, Guzman-Parra, Jose, Ha, Kyooseob, Haraldsson, Magnus, Hautzinger, Martin, Heilbronner, Urs, Hellgren, Dennis, Herms, Stefan, Hoffmann, Per, Holmans, Peter A., Huckins, Laura, Jamain, Stephane, Johnson, Jessica S., Kalman, Janos L., Kamatani, Yoichiro, Kennedy, James L., Kittel-Schneider, Sarah, Knowles, James A., Kogevinas, Manolis, Koromina, Maria, Kranz, Thorsten M., Kranzler, Henry R., Kubo, Michiaki, Kupka, Ralph, Kushner, Steven A., Lavebratt, Catharina, Lawrence, Jacob, Leber, Markus, Lee, Heon-Jeong, Lee, Phil H., Levy, Shawn E., Lewis, Catrin, Liao, Calwing, Lucae, Susanne, Lundberg, Martin, MacIntyre, Donald J., Maier, Wolfgang, Maihofer, Adam, Malaspina, Dolores, Maratou, Eirini, Martinsson, Lina, Mattheisen, Manuel, McCarroll, Steven A., McGregor, Nathaniel W., McGuffin, Peter, McKay, James D., Medeiros, Helena, Medland, Sarah E., Millischer, Vincent, Montgomery, Grant W., Moran, Jennifer L., Morris, Derek W., Muhleisen, Thomas W., O'Brien, Niamh, O'Donovan, Claire, Loohuis, Loes M. Olde, Oruc, Lilijana, Papiol, Sergi, Pardinas, Antonio F., Perry, Amy, Pfennig, Andrea, Porichi, Evgenia, Potash, James B., Quested, Digby, Raj, Towfique, Rapaport, Mark H., DePaulo, J. Raymond, Regeer, Eline J., Rice, John P., Rivas, Fabio, Rivera, Margarita, Roth, Julian, Roussos, Panos, Ruderfer, Douglas M., Sanchez-Mora, Cristina, Schulte, Eva C., Senner, Fanny, Sharp, Sally, Shilling, Paul D., Sigurdsson, Engilbert, Sirignano, Lea, Slaney, Claire, Smeland, Olav B., Sobell, Janet L., Hansen, Christine Soholm, Artigas, Maria Soler, Spijker, Anne T., Stein, Dan J., Strauss, John S., Swiatkowska, Beata, Terao, Chikashi, Thorgeirsson, Thorgeir E., Toma, Claudio, Tooney, Paul, Tsermpini, Evangelia-Eirini, Vawter, Marquis P., Vedder, Helmut, Walters, James T. R., Witt, Stephanie H., Xi, Simon, Xu, Wei, Yang, Jessica Mei Kay, Young, Allan H., Young, Hannah, Zandi, Peter P., Zhou, Hang, Zillich, Lea, Adolfsson, Rolf, Agartz, Ingrid, Alda, Martin, Alfredsson, Lars, Babadjanova, Gulja, Backlund, Lena, Baune, Bernhard T., Bellivier, Frank, Bengesser, Susanne, Berrettini, Wade H., Blackwood, Douglas H. R., Boehnke, Michael, Borglum, Anders D., Breen, Gerome, Carr, Vaughan J., Catts, Stanley, Corvin, Aiden, Craddock, Nicholas, Dannlowski, Udo, Dikeos, Dimitris, Esko, Tonu, Etain, Bruno, Ferentinos, Panagiotis, Frye, Mark, Fullerton, Janice M., Gawlik, Micha, Gershon, Elliot S., Goes, Fernando, Green, Melissa J., Grigoroiu-Serbanescu, Maria, Hauser, Joanna, Henskens, Frans, Hillert, Jan, Hong, Kyung Sue, Hougaard, David M., Hultman, Christina M., Hveem, Kristian, Iwata, Nakao, Jablensky, Assen, V, Jones, Ian, Jones, Lisa A., Kahn, Rene S., Kelsoe, John R., Kirov, George, Landen, Mikael, Leboyer, Marion, Lewis, Cathryn M., Li, Qingqin S., Lissowska, Jolanta, Lochner, Christine, Loughland, Carmel, Martin, Nicholas G., Mathews, Carol A., Mayoral, Fermin, McElroy, Susan L., McIntosh, Andrew M., McMahon, Francis J., Melle, Ingrid, Michie, Patricia, Milani, Lili, Mitchell, Philip B., Morken, Gunnar, Mors, Ole, Mortensen, Preben Bo, Mowry, Bryan, Muller-Myhsok, Bertram, Myers, Richard M., Neale, Benjamin M., Nievergelt, Caroline M., Nordentoft, Merete, Nothen, Markus M., ODonovan, Michael C., Oedegaard, Ketil J., Olsson, Tomas, Owen, Michael J., Paciga, Sara A., Pantelis, Chris, Pato, Carlos, Pato, Michele T., Patrinos, George P., Perlis, Roy H., Posthuma, Danielle, Ramos-Quiroga, Josep Antoni, Reif, Andreas, Reininghaus, Eva Z., Ribases, Marta, Rietschel, Marcella, Ripke, Stephan, Rouleau, Guy A., Saito, Takeo, Schall, Ulrich, Schalling, Martin, Schofield, Peter R., Schulze, Thomas G., Scott, Laura J., Scott, Rodney J., Serretti, Alessandro, Weickert, Cynthia Shannon, Smoller, Jordan W., Stefansson, Hreinn, Stefansson, Kari, Stordal, Eystein, Streit, Fabian, Sullivan, Patrick F., Turecki, Gustavo, Vaaler, Arne E., Vieta, Eduard, Vincent, John B., Waldman, Irwin D., Weickert, Thomas W., Werge, Thomas, Wray, Naomi R., Zwart, JohnAnker, Biernacka, Joanna M., Nurnberger, John, I, Cichon, Sven, Edenberg, Howard J., Stahl, Eli A., McQuillin, Andrew, Di Florio, Arianna, Ophoff, Roel A., Andreassen, Ole A., Mullins, Niamh, Forstner, Andreas J., O'Connell, Kevin S., Coombes, Brandon, Coleman, Jonathan R., I, Qiao, Zhen, Als, Thomas D., Bigdeli, Tim B., Borte, Sigrid, Bryois, Julien, Charney, Alexander W., Drange, Ole Kristian, Gandal, Michael J., Hagenaars, Saskia P., Ikeda, Masashi, Kamitaki, Nolan, Kim, Minsoo, Krebs, Kristi, Panagiotaropoulou, Georgia, Schilder, Brian M., Sloofman, Laura G., Steinberg, Stacy, Trubetskoy, Vassily, Winsvold, Bendik S., Won, Hong-Hee, Abramova, Liliya, Adorjan, Kristina, Agerbo, Esben, Al Eissa, Mariam, Albani, Diego, Alliey-Rodriguez, Ney, Anjorin, Adebayo, Antilla, Verneri, Antoniou, Anastasia, Awasthi, Swapnil, Baek, Ji Hyun, Baekvad-Hansen, Marie, Bass, Nicholas, Bauer, Michael, Beins, Eva C., Bergen, Sarah E., Birner, Armin, Pedersen, Carsten Bocker, Boen, Erlend, Boks, Marco P., Bosch, Rosa, Brum, Murielle, Brumpton, Ben M., Brunkhorst-Kanaan, Nathalie, Budde, Monika, Bybjerg-Grauholm, Jonas, Byerley, William, Cairns, Murray, Casas, Miquel, Cervantes, Pablo, Clarke, Toni-Kim, Cruceanu, Cristiana, Cuellar-Barboza, Alfredo, Cunningham, Julie, Curtis, David, Czerski, Piotr M., Dale, Anders M., Dalkner, Nina, David, Friederike S., Degenhardt, Franziska, Djurovic, Srdjan, Dobbyn, Amanda L., Douzenis, Athanassios, Elvsashagen, Torbjorn, Escott-Price, Valentina, Ferrier, I. Nicol, Fiorentino, Alessia, Foroud, Tatiana M., Forty, Liz, Frank, Josef, Frei, Oleksandr, Freimer, Nelson B., Frisen, Louise, Gade, Katrin, Garnham, Julie, Gelernter, Joel, Pedersen, Marianne Giortz, Gizer, Ian R., Gordon, Scott D., Gordon-Smith, Katherine, Greenwood, Tiffany A., Grove, Jakob, Guzman-Parra, Jose, Ha, Kyooseob, Haraldsson, Magnus, Hautzinger, Martin, Heilbronner, Urs, Hellgren, Dennis, Herms, Stefan, Hoffmann, Per, Holmans, Peter A., Huckins, Laura, Jamain, Stephane, Johnson, Jessica S., Kalman, Janos L., Kamatani, Yoichiro, Kennedy, James L., Kittel-Schneider, Sarah, Knowles, James A., Kogevinas, Manolis, Koromina, Maria, Kranz, Thorsten M., Kranzler, Henry R., Kubo, Michiaki, Kupka, Ralph, Kushner, Steven A., Lavebratt, Catharina, Lawrence, Jacob, Leber, Markus, Lee, Heon-Jeong, Lee, Phil H., Levy, Shawn E., Lewis, Catrin, Liao, Calwing, Lucae, Susanne, Lundberg, Martin, MacIntyre, Donald J., Maier, Wolfgang, Maihofer, Adam, Malaspina, Dolores, Maratou, Eirini, Martinsson, Lina, Mattheisen, Manuel, McCarroll, Steven A., McGregor, Nathaniel W., McGuffin, Peter, McKay, James D., Medeiros, Helena, Medland, Sarah E., Millischer, Vincent, Montgomery, Grant W., Moran, Jennifer L., Morris, Derek W., Muhleisen, Thomas W., O'Brien, Niamh, O'Donovan, Claire, Loohuis, Loes M. Olde, Oruc, Lilijana, Papiol, Sergi, Pardinas, Antonio F., Perry, Amy, Pfennig, Andrea, Porichi, Evgenia, Potash, James B., Quested, Digby, Raj, Towfique, Rapaport, Mark H., DePaulo, J. Raymond, Regeer, Eline J., Rice, John P., Rivas, Fabio, Rivera, Margarita, Roth, Julian, Roussos, Panos, Ruderfer, Douglas M., Sanchez-Mora, Cristina, Schulte, Eva C., Senner, Fanny, Sharp, Sally, Shilling, Paul D., Sigurdsson, Engilbert, Sirignano, Lea, Slaney, Claire, Smeland, Olav B., Sobell, Janet L., Hansen, Christine Soholm, Artigas, Maria Soler, Spijker, Anne T., Stein, Dan J., Strauss, John S., Swiatkowska, Beata, Terao, Chikashi, Thorgeirsson, Thorgeir E., Toma, Claudio, Tooney, Paul, Tsermpini, Evangelia-Eirini, Vawter, Marquis P., Vedder, Helmut, Walters, James T. R., Witt, Stephanie H., Xi, Simon, Xu, Wei, Yang, Jessica Mei Kay, Young, Allan H., Young, Hannah, Zandi, Peter P., Zhou, Hang, Zillich, Lea, Adolfsson, Rolf, Agartz, Ingrid, Alda, Martin, Alfredsson, Lars, Babadjanova, Gulja, Backlund, Lena, Baune, Bernhard T., Bellivier, Frank, Bengesser, Susanne, Berrettini, Wade H., Blackwood, Douglas H. R., Boehnke, Michael, Borglum, Anders D., Breen, Gerome, Carr, Vaughan J., Catts, Stanley, Corvin, Aiden, Craddock, Nicholas, Dannlowski, Udo, Dikeos, Dimitris, Esko, Tonu, Etain, Bruno, Ferentinos, Panagiotis, Frye, Mark, Fullerton, Janice M., Gawlik, Micha, Gershon, Elliot S., Goes, Fernando, Green, Melissa J., Grigoroiu-Serbanescu, Maria, Hauser, Joanna, Henskens, Frans, Hillert, Jan, Hong, Kyung Sue, Hougaard, David M., Hultman, Christina M., Hveem, Kristian, Iwata, Nakao, Jablensky, Assen, V, Jones, Ian, Jones, Lisa A., Kahn, Rene S., Kelsoe, John R., Kirov, George, Landen, Mikael, Leboyer, Marion, Lewis, Cathryn M., Li, Qingqin S., Lissowska, Jolanta, Lochner, Christine, Loughland, Carmel, Martin, Nicholas G., Mathews, Carol A., Mayoral, Fermin, McElroy, Susan L., McIntosh, Andrew M., McMahon, Francis J., Melle, Ingrid, Michie, Patricia, Milani, Lili, Mitchell, Philip B., Morken, Gunnar, Mors, Ole, Mortensen, Preben Bo, Mowry, Bryan, Muller-Myhsok, Bertram, Myers, Richard M., Neale, Benjamin M., Nievergelt, Caroline M., Nordentoft, Merete, Nothen, Markus M., ODonovan, Michael C., Oedegaard, Ketil J., Olsson, Tomas, Owen, Michael J., Paciga, Sara A., Pantelis, Chris, Pato, Carlos, Pato, Michele T., Patrinos, George P., Perlis, Roy H., Posthuma, Danielle, Ramos-Quiroga, Josep Antoni, Reif, Andreas, Reininghaus, Eva Z., Ribases, Marta, Rietschel, Marcella, Ripke, Stephan, Rouleau, Guy A., Saito, Takeo, Schall, Ulrich, Schalling, Martin, Schofield, Peter R., Schulze, Thomas G., Scott, Laura J., Scott, Rodney J., Serretti, Alessandro, Weickert, Cynthia Shannon, Smoller, Jordan W., Stefansson, Hreinn, Stefansson, Kari, Stordal, Eystein, Streit, Fabian, Sullivan, Patrick F., Turecki, Gustavo, Vaaler, Arne E., Vieta, Eduard, Vincent, John B., Waldman, Irwin D., Weickert, Thomas W., Werge, Thomas, Wray, Naomi R., Zwart, JohnAnker, Biernacka, Joanna M., Nurnberger, John, I, Cichon, Sven, Edenberg, Howard J., Stahl, Eli A., McQuillin, Andrew, Di Florio, Arianna, Ophoff, Roel A., and Andreassen, Ole A.
- Abstract
Bipolar disorder is a heritable mental illness with complex etiology. We performed a genome-wide association study of 41,917 bipolar disorder cases and 371,549 controls of European ancestry, which identified 64 associated genomic loci. Bipolar disorder risk alleles were enriched in genes in synaptic signaling pathways and brain-expressed genes, particularly those with high specificity of expression in neurons of the prefrontal cortex and hippocampus. Significant signal enrichment was found in genes encoding targets of antipsychotics, calcium channel blockers, antiepileptics and anesthetics. Integrating expression quantitative trait locus data implicated 15 genes robustly linked to bipolar disorder via gene expression, encoding druggable targets such as HTR6, MCHR1, DCLK3 and FURIN. Analyses of bipolar disorder subtypes indicated high but imperfect genetic correlation between bipolar disorder type I and II and identified additional associated loci. Together, these results advance our understanding of the biological etiology of bipolar disorder, identify novel therapeutic leads and prioritize genes for functional follow-up studies. Genome-wide association analyses of 41,917 bipolar disorder cases and 371,549 controls of European ancestry provide new insights into the etiology of this disorder and identify novel therapeutic leads and potential opportunities for drug repurposing.
- Published
- 2021
5. Migraine polygenic risk score associates with efficacy of migraine-specific drugs
- Author
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Kogelman, Lisette J. A., Esserlind, Ann-Louise, Christensen, Anne Francke, Awasthi, Swapnil, Ripke, Stephan, Ingason, Andres, Davidsson, Olafur B., Erikstrup, Christian, Hjalgrim, Henrik, Ullum, Henrik, Olesen, Jes, Hansen, Thomas Folkmann, Gudbjartsson, Daniel, Gastafsson, Omar, Stefansson, Kari, Stefansson, Hreinn, Porsteinsdottir, Unnur, Andersen, Steffen, Banasik, Karina, Brunak, Søren, Buil, Alfonso, Burgdorf, Kristoffer, Gregor, Jemec, Jennum, Poul, Nielsen, Kasper Rene, Nyegaard, Mette, Paarup, Helene Mariana, Pedersen, Ole Birger, Sørensen, Erik, Werge, Thomas, Anttila, Verneri, Artto, Ville, Belin, Andrea Carmine, de Boer, Irene, Boomsma, Dorret, I, Borte, Sigrid, Chasman, Daniel, I, Cherkas, Lynn, Cormand, Bru, Cuenca-Leon, Ester, Davey-Smith, George, Dichgans, Martin, van Duijn, Cornelia, Esko, Tonu, Ferrari, Michel, Frants, Rune R., Freilinger, Tobias, Furlotte, Nick, Gormley, Padhraig, Griffiths, Lyn, Hamalainen, Eija, Hiekkala, Marjo, Ikram, M. Arfan, Jarvelin, Marjo-Riitta, Kajanne, Risto, Kallela, Mikko, Kaprio, Jaakko, Kaunisto, Mari, Kubisch, Christian, Kurki, Mitja, Kurth, Tobias, Launer, Lenore, Lehtimaki, Terho, Lessel, Davor, Ligthart, Lannie, Litterman, Nadia, van den Maagdenberg, Arn, Macaya, Alfons, Malik, Rainer, Mangino, Massimo, McMahon, George, Muller-Myhsok, Bertram, Neale, Benjamin M., Northover, Carrie, Nyholt, Dale R., Palotie, Aarno, Palta, Priit, Pedersen, Linda, Pedersen, Nancy, Posthuma, Danielle, Pozo-Rosich, Patricia, Pressman, Alice, Raitakari, Olli, Schurks, Markus, Sintas, Celia, Steinberg, Stacy, Strachan, David, Terwindt, Gisela, Vila-Pueyo, Marta, Wessman, Maija, Winsvold, Bendik S., Zhao, Huiying, Zwart, John-Anker, Kogelman, Lisette J. A., Esserlind, Ann-Louise, Christensen, Anne Francke, Awasthi, Swapnil, Ripke, Stephan, Ingason, Andres, Davidsson, Olafur B., Erikstrup, Christian, Hjalgrim, Henrik, Ullum, Henrik, Olesen, Jes, Hansen, Thomas Folkmann, Gudbjartsson, Daniel, Gastafsson, Omar, Stefansson, Kari, Stefansson, Hreinn, Porsteinsdottir, Unnur, Andersen, Steffen, Banasik, Karina, Brunak, Søren, Buil, Alfonso, Burgdorf, Kristoffer, Gregor, Jemec, Jennum, Poul, Nielsen, Kasper Rene, Nyegaard, Mette, Paarup, Helene Mariana, Pedersen, Ole Birger, Sørensen, Erik, Werge, Thomas, Anttila, Verneri, Artto, Ville, Belin, Andrea Carmine, de Boer, Irene, Boomsma, Dorret, I, Borte, Sigrid, Chasman, Daniel, I, Cherkas, Lynn, Cormand, Bru, Cuenca-Leon, Ester, Davey-Smith, George, Dichgans, Martin, van Duijn, Cornelia, Esko, Tonu, Ferrari, Michel, Frants, Rune R., Freilinger, Tobias, Furlotte, Nick, Gormley, Padhraig, Griffiths, Lyn, Hamalainen, Eija, Hiekkala, Marjo, Ikram, M. Arfan, Jarvelin, Marjo-Riitta, Kajanne, Risto, Kallela, Mikko, Kaprio, Jaakko, Kaunisto, Mari, Kubisch, Christian, Kurki, Mitja, Kurth, Tobias, Launer, Lenore, Lehtimaki, Terho, Lessel, Davor, Ligthart, Lannie, Litterman, Nadia, van den Maagdenberg, Arn, Macaya, Alfons, Malik, Rainer, Mangino, Massimo, McMahon, George, Muller-Myhsok, Bertram, Neale, Benjamin M., Northover, Carrie, Nyholt, Dale R., Palotie, Aarno, Palta, Priit, Pedersen, Linda, Pedersen, Nancy, Posthuma, Danielle, Pozo-Rosich, Patricia, Pressman, Alice, Raitakari, Olli, Schurks, Markus, Sintas, Celia, Steinberg, Stacy, Strachan, David, Terwindt, Gisela, Vila-Pueyo, Marta, Wessman, Maija, Winsvold, Bendik S., Zhao, Huiying, and Zwart, John-Anker
- Published
- 2019
6. Migraine polygenic risk score associates with efficacy of migraine-specific drugs
- Author
-
Kogelman, Lisette JA, Esserlind, Ann-Louise, Christensen, Anne Francke, Awasthi, Swapnil, Ripke, Stephan, Ingason, Andres, Davidsson, Olafur B, Erikstrup, Christian, Hjalgrim, Henrik, Ullum, Henrik, Olesen, Jes, Hansen, Thomas Folkmann, Gudbjartsson, Daniel, Gastafsson, Omar, Stefansson, Kari, Stefansson, Hreinn, Porsteinsdottir, Unnur, Andersen, Steffen, Banasik, Karina, Brunak, Soren, Buil, Alfonso, Burgdorf, Kristoffer, Gregor, Jemec, Jennum, Poul, Nielsen, Kasper Rene, Nyegaard, Mette, Paarup, Helene Mariana, Pedersen, Ole Birger, Sorensen, Erik, Werge, Thomas, Anttila, Verneri, Artto, Ville, Belin, Andrea Carmine, de Boer, Irene, Boomsma, Dorret I, Borte, Sigrid, Chasman, Daniel I, Cherkas, Lynn, Cormand, Bru, Cuenca-Leon, Ester, Davey-Smith, George, Dichgans, Martin, van Duijn, Cornelia, Esko, Tonu, Ferrari, Michel, Frants, Rune R, Freilinger, Tobias, Furlotte, Nick, Gormley, Padhraig, Griffiths, Lyn, Hamalainen, Eija, Hiekkala, Marjo, Ikram, M Arfan, Jarvelin, Marjo-Riitta, Kajanne, Risto, Kallela, Mikko, Kaprio, Jaakko, Kaunisto, Mari, Kubisch, Christian, Kurki, Mitja, Kurth, Tobias, Launer, Lenore, Lehtimaki, Terho, Lessel, Davor, Ligthart, Lannie, Litterman, Nadia, van den Maagdenberg, Arn, Macaya, Alfons, Malik, Rainer, Mangino, Massimo, McMahon, George, Muller-Myhsok, Bertram, Neale, Benjamin M, Northover, Carrie, Nyholt, Dale R, Palotie, Aarno, Palta, Priit, Pedersen, Linda, Pedersen, Nancy, Posthuma, Danielle, Pozo-Rosich, Patricia, Pressman, Alice, Raitakari, Olli, Schurks, Markus, Sintas, Celia, Steinberg, Stacy, Strachan, David, Terwindt, Gisela, Vila-Pueyo, Marta, Wessman, Maija, Winsvold, Bendik S, Zhao, Huiying, Zwart, John-Anker, Consortium, DBDS Genomic, Consortium, Int Headache Genetics, Neurologian yksikkö, HUS Helsinki and Uusimaa Hospital District, HUS Neurocenter, Institute for Molecular Medicine Finland, Genomics of Neurological and Neuropsychiatric Disorders, University of Helsinki, Centre of Excellence in Complex Disease Genetics, Research Programs Unit, and Aarno Palotie / Principal Investigator
- Subjects
0301 basic medicine ,medicine.medical_specialty ,SUSCEPTIBILITY LOCI ,PHARMACOGENOMICS ,Triptans ,Logistic regression ,Article ,3124 Neurology and psychiatry ,03 medical and health sciences ,0302 clinical medicine ,Internal medicine ,SCHIZOPHRENIA ,Medicine ,Migraine treatment ,METAANALYSIS ,Genetics (clinical) ,business.industry ,1184 Genetics, developmental biology, physiology ,3112 Neurosciences ,Area under the curve ,Odds ratio ,medicine.disease ,Confidence interval ,3. Good health ,030104 developmental biology ,Migraine ,Cohort ,Neurology (clinical) ,business ,030217 neurology & neurosurgery ,medicine.drug - Abstract
ObjectiveTo assess whether the polygenic risk score (PRS) for migraine is associated with acute and/or prophylactic migraine treatment response.MethodsWe interviewed 2,219 unrelated patients at the Danish Headache Center using a semistructured interview to diagnose migraine and assess acute and prophylactic drug response. All patients were genotyped. A PRS was calculated with the linkage disequilibrium pred algorithm using summary statistics from the most recent migraine genome-wide association study comprising ∼375,000 cases and controls. The PRS was scaled to a unit corresponding to a twofold increase in migraine risk, using 929 unrelated Danish controls as reference. The association of the PRS with treatment response was assessed by logistic regression, and the predictive power of the model by area under the curve using a case-control design with treatment response as outcome.ResultsA twofold increase in migraine risk associates with positive response to migraine-specific acute treatment (odds ratio [OR] = 1.25 [95% confidence interval (CI) = 1.05–1.49]). The association between migraine risk and migraine-specific acute treatment was replicated in an independent cohort consisting of 5,616 triptan users with prescription history (OR = 3.20 [95% CI = 1.26–8.14]). No association was found for acute treatment with non–migraine-specific weak analgesics and prophylactic treatment response.ConclusionsThe migraine PRS can significantly identify subgroups of patients with a higher-than-average likelihood of a positive response to triptans, which provides a first step toward genetics-based precision medicine in migraine.
- Published
- 2019
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