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1. Genome-wide association study of more than 40,000 bipolar disorder cases provides new insights into the underlying biology

Author: 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

2. Bipolar multiplex families have an increased burden of common risk variants for psychiatric disorders

Author: Andlauer, Till F.M., Guzman-Parra, Jose, Streit, Fabian, Strohmaier, Jana, González, Maria José, Gil Flores, Susana, Cabaleiro Fabeiro, Francisco J., del Río Noriega, Francisco, Perez, Fermin Perez, Haro González, Jesus, Orozco Diaz, Guillermo, de Diego-Otero, Yolanda, Moreno-Küstner, Berta, Auburger, Georg, Degenhardt, Franziska, Heilmann-Heimbach, Stefanie, Herms, Stefan, Hoffmann, Per, Frank, Josef, Foo, Jerome C., Treutlein, Jens, Witt, Stephanie H., Cichon, Sven, Kogevinas, Manolis, Stahl, Eli A., Breen, Gerome, Forstner, Andreas J., McQuillin, Andrew, Ripke, Stephan, Trubetskoy, Vassily, Mattheisen, Manuel, Wang, Yunpeng, Coleman, Jonathan R.I., Gaspar, Héléna A., de Leeuw, Christiaan A., Steinberg, Stacy, Pavlides, Jennifer M.Whitehead, Trzaskowski, Maciej, Pers, Tune H., Holmans, Peter A., Abbott, Liam, Agerbo, Esben, Akil, Huda, Albani, Diego, Alliey-Rodriguez, Ney, Als, Thomas D., Anjorin, Adebayo, Antilla, Verneri, Awasthi, Swapnil, Badner, Judith A., Bækvad-Hansen, Marie, Barchas, Jack D., Bass, Nicholas, Bauer, Michael, Belliveau, Richard, Bergen, Sarah E., Pedersen, Carsten Bøcker, Bøen, Erlend, Boks, Marco, Boocock, James, Budde, Monika, Bunney, William, Burmeister, Margit, Bybjerg-Grauholm, Jonas, Byerley, William, Casas, Miquel, Cerrato, Felecia, Cervantes, Pablo, Chambert, Kimberly, Charney, Alexander W., Chen, Danfeng, Churchhouse, Claire, Clarke, Toni Kim, Coryell, William, Craig, David W., Cruceanu, Cristiana, Czerski, Piotr M., Dale, Anders M., de Jong, Simone, Del-Favero, Jurgen, DePaulo, J. Raymond, Djurovic, Srdjan, Dobbyn, Amanda L., Dumont, Ashley, Elvsåshagen, Torbjørn, Escott-Price, Valentina, Fan, Chun Chieh, Fischer, Sascha B., Flickinger, Matthew, Foroud, Tatiana M., Forty, Liz, Fraser, Christine, Freimer, Nelson B., Frisén, Louise, Gade, Katrin, Gage, Diane, Garnham, Julie, Giambartolomei, Claudia, Pedersen, Marianne Giørtz, Goldstein, Jaqueline, Gordon, Scott D., Gordon-Smith, Katherine, Green, Elaine K., Green, Melissa J., Greenwood, Tiffany A., Grove, Jakob, Guan, Weihua, Parra, José Guzman, Hamshere, Marian L., Hautzinger, Martin, Heilbronner, Urs, Hipolito, Maria, Holland, Dominic, Huckins, Laura, Jamain, Stéphane, Johnson, Jessica S., Juréus, Anders, Kandaswamy, Radhika, Karlsson, Robert, Kennedy, James L., Kittel-Schneider, Sarah, Knowles, James A., Koller, Anna C., Kupka, Ralph, Lavebratt, Catharina, Lawrence, Jacob, Lawson, William B., Leber, Markus, Lee, Phil H., Levy, Shawn E., Li, Jun Z., Liu, Chunyu, Lucae, Susanne, Maaser, Anna, MacIntyre, Donald J., Mahon, Pamela B., Maier, Wolfgang, Martinsson, Lina, McCarroll, Steve, McGuffin, Peter, McInnis, Melvin G., McKay, James D., Medeiros, Helena, Medland, Sarah E., Meng, Fan, Milani, Lili, Montgomery, Grant W., Morris, Derek W., Mühleisen, Thomas W., Mullins, Niamh, Nguyen, Hoang, Nievergelt, Caroline M., Adolfsson, Annelie Nordin, Nwulia, Evaristus A., O’Donovan, Claire, Loohuis, Loes M.Olde, Ori, Anil P.S., Oruc, Lilijana, Ösby, Urban, Perlis, Roy H., Perry, Amy, Pfennig, Andrea, Potash, James B., Purcell, Shaun M., Regeer, Eline J., Reif, Andreas, Reinbold, Céline S., Rice, John P., Richards, Alexander L., Rivas, Fabio, Rivera, Margarita, Roussos, Panos, Ruderfer, Douglas M., Ryu, Euijung, Sánchez-Mora, Cristina, Schatzberg, Alan F., Scheftner, William A., Schork, Nicholas J., Weickert, Cynthia Shannon, Shehktman, Tatyana, Shilling, Paul D., Sigurdsson, Engilbert, Slaney, Claire, Smeland, Olav B., Sobell, Janet L., Hansen, Christine Søholm, Spijker, Anne T., Clair, David St, Steffens, Michael, Strauss, John S., Szelinger, Szabolcs, Thompson, Robert C., EThorgeirsson, Thorgeir, Vedde, Helmut, Wang, Weiqing, Watson, Stanley J., Weickert, Thomas W., Xi, Simon, Xu, Wei, Young, Allan H., Zandi, Peter, Zhang, Peng, Zollner, Sebastian, Adolfsson, Rolf, Agartz, Ingrid, Alda, Martin, Backlund, Lena, Baune, Bernhard T., Bellivier, Frank, Berrettini, Wade H., Biernacka, Joanna M., Blackwood, Douglas H.R., Boehnke, Michael, Børglum, Anders D., Corvin, Aiden, Craddock, Nicholas, Daly, Mark J., Dannlowski, Udo, Esko, Tõnu, Etain, Bruno, Frye, Mark, Fullerton, Janice M., Gill, Michael, Martin, Nicholas G., Schofield, Peter R., Sullivan, Patrick F., Adams, Mark J., Colodro-Conde, Lucía, Derks, Eske M., Howard, David M., Lind, Penelope A., Mehta, Divya, Nyholt, Dale R., Smith, Daniel J., Visscher, Peter M., other, and, Andlauer, Till F.M., Guzman-Parra, Jose, Streit, Fabian, Strohmaier, Jana, González, Maria José, Gil Flores, Susana, Cabaleiro Fabeiro, Francisco J., del Río Noriega, Francisco, Perez, Fermin Perez, Haro González, Jesus, Orozco Diaz, Guillermo, de Diego-Otero, Yolanda, Moreno-Küstner, Berta, Auburger, Georg, Degenhardt, Franziska, Heilmann-Heimbach, Stefanie, Herms, Stefan, Hoffmann, Per, Frank, Josef, Foo, Jerome C., Treutlein, Jens, Witt, Stephanie H., Cichon, Sven, Kogevinas, Manolis, Stahl, Eli A., Breen, Gerome, Forstner, Andreas J., McQuillin, Andrew, Ripke, Stephan, Trubetskoy, Vassily, Mattheisen, Manuel, Wang, Yunpeng, Coleman, Jonathan R.I., Gaspar, Héléna A., de Leeuw, Christiaan A., Steinberg, Stacy, Pavlides, Jennifer M.Whitehead, Trzaskowski, Maciej, Pers, Tune H., Holmans, Peter A., Abbott, Liam, Agerbo, Esben, Akil, Huda, Albani, Diego, Alliey-Rodriguez, Ney, Als, Thomas D., Anjorin, Adebayo, Antilla, Verneri, Awasthi, Swapnil, Badner, Judith A., Bækvad-Hansen, Marie, Barchas, Jack D., Bass, Nicholas, Bauer, Michael, Belliveau, Richard, Bergen, Sarah E., Pedersen, Carsten Bøcker, Bøen, Erlend, Boks, Marco, Boocock, James, Budde, Monika, Bunney, William, Burmeister, Margit, Bybjerg-Grauholm, Jonas, Byerley, William, Casas, Miquel, Cerrato, Felecia, Cervantes, Pablo, Chambert, Kimberly, Charney, Alexander W., Chen, Danfeng, Churchhouse, Claire, Clarke, Toni Kim, Coryell, William, Craig, David W., Cruceanu, Cristiana, Czerski, Piotr M., Dale, Anders M., de Jong, Simone, Del-Favero, Jurgen, DePaulo, J. Raymond, Djurovic, Srdjan, Dobbyn, Amanda L., Dumont, Ashley, Elvsåshagen, Torbjørn, Escott-Price, Valentina, Fan, Chun Chieh, Fischer, Sascha B., Flickinger, Matthew, Foroud, Tatiana M., Forty, Liz, Fraser, Christine, Freimer, Nelson B., Frisén, Louise, Gade, Katrin, Gage, Diane, Garnham, Julie, Giambartolomei, Claudia, Pedersen, Marianne Giørtz, Goldstein, Jaqueline, Gordon, Scott D., Gordon-Smith, Katherine, Green, Elaine K., Green, Melissa J., Greenwood, Tiffany A., Grove, Jakob, Guan, Weihua, Parra, José Guzman, Hamshere, Marian L., Hautzinger, Martin, Heilbronner, Urs, Hipolito, Maria, Holland, Dominic, Huckins, Laura, Jamain, Stéphane, Johnson, Jessica S., Juréus, Anders, Kandaswamy, Radhika, Karlsson, Robert, Kennedy, James L., Kittel-Schneider, Sarah, Knowles, James A., Koller, Anna C., Kupka, Ralph, Lavebratt, Catharina, Lawrence, Jacob, Lawson, William B., Leber, Markus, Lee, Phil H., Levy, Shawn E., Li, Jun Z., Liu, Chunyu, Lucae, Susanne, Maaser, Anna, MacIntyre, Donald J., Mahon, Pamela B., Maier, Wolfgang, Martinsson, Lina, McCarroll, Steve, McGuffin, Peter, McInnis, Melvin G., McKay, James D., Medeiros, Helena, Medland, Sarah E., Meng, Fan, Milani, Lili, Montgomery, Grant W., Morris, Derek W., Mühleisen, Thomas W., Mullins, Niamh, Nguyen, Hoang, Nievergelt, Caroline M., Adolfsson, Annelie Nordin, Nwulia, Evaristus A., O’Donovan, Claire, Loohuis, Loes M.Olde, Ori, Anil P.S., Oruc, Lilijana, Ösby, Urban, Perlis, Roy H., Perry, Amy, Pfennig, Andrea, Potash, James B., Purcell, Shaun M., Regeer, Eline J., Reif, Andreas, Reinbold, Céline S., Rice, John P., Richards, Alexander L., Rivas, Fabio, Rivera, Margarita, Roussos, Panos, Ruderfer, Douglas M., Ryu, Euijung, Sánchez-Mora, Cristina, Schatzberg, Alan F., Scheftner, William A., Schork, Nicholas J., Weickert, Cynthia Shannon, Shehktman, Tatyana, Shilling, Paul D., Sigurdsson, Engilbert, Slaney, Claire, Smeland, Olav B., Sobell, Janet L., Hansen, Christine Søholm, Spijker, Anne T., Clair, David St, Steffens, Michael, Strauss, John S., Szelinger, Szabolcs, Thompson, Robert C., EThorgeirsson, Thorgeir, Vedde, Helmut, Wang, Weiqing, Watson, Stanley J., Weickert, Thomas W., Xi, Simon, Xu, Wei, Young, Allan H., Zandi, Peter, Zhang, Peng, Zollner, Sebastian, Adolfsson, Rolf, Agartz, Ingrid, Alda, Martin, Backlund, Lena, Baune, Bernhard T., Bellivier, Frank, Berrettini, Wade H., Biernacka, Joanna M., Blackwood, Douglas H.R., Boehnke, Michael, Børglum, Anders D., Corvin, Aiden, Craddock, Nicholas, Daly, Mark J., Dannlowski, Udo, Esko, Tõnu, Etain, Bruno, Frye, Mark, Fullerton, Janice M., Gill, Michael, Martin, Nicholas G., Schofield, Peter R., Sullivan, Patrick F., Adams, Mark J., Colodro-Conde, Lucía, Derks, Eske M., Howard, David M., Lind, Penelope A., Mehta, Divya, Nyholt, Dale R., Smith, Daniel J., Visscher, Peter M., and other, and
Abstract: Multiplex families with a high prevalence of a psychiatric disorder are often examined to identify rare genetic variants with large effect sizes. In the present study, we analysed whether the risk for bipolar disorder (BD) in BD multiplex families is influenced by common genetic variants. Furthermore, we investigated whether this risk is conferred mainly by BD-specific risk variants or by variants also associated with the susceptibility to schizophrenia or major depression. In total, 395 individuals from 33 Andalusian BD multiplex families (166 BD, 78 major depressive disorder, 151 unaffected) as well as 438 subjects from an independent, BD case/control cohort (161 unrelated BD, 277 unrelated controls) were analysed. Polygenic risk scores (PRS) for BD, schizophrenia (SCZ), and major depression were calculated and compared between the cohorts. Both the familial BD cases and unaffected family members had higher PRS for all three psychiatric disorders than the independent controls, with BD and SCZ being significant after correction for multiple testing, suggesting a high baseline risk for several psychiatric disorders in the families. Moreover, familial BD cases showed significantly higher BD PRS than unaffected family members and unrelated BD cases. A plausible hypothesis is that, in multiplex families with a general increase in risk for psychiatric disease, BD development is attributable to a high burden of common variants that confer a specific risk for BD. The present analyses demonstrated that common genetic risk variants for psychiatric disorders are likely to contribute to the high incidence of affective psychiatric disorders in the multiplex families. However, the PRS explained only part of the observed phenotypic variance, and rare variants might have also contributed to disease development.
Published: 2021

3. Genome-wide association study of more than 40,000 bipolar disorder cases provides new insights into the underlying biology

Author: Mullins, Niamh, Forstner, Andreas J., O’Connell, Kevin S., Coombes, Brandon, Coleman, Jonathan R. I., Qiao, Zhen, Als, Thomas D., Bigdeli, Tim B., Børte, 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, Bækvad-Hansen, Marie, Bass, Nicholas, Bauer, Michael, Beins, Eva C., Bergen, Sarah E., Birner, Armin, Bøcker Pedersen, Carsten, Bøen, 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, Elvsåshagen, Torbjørn, Escott-Price, Valentina, Ferrier, I. Nicol, Fiorentino, Alessia, Foroud, Tatiana M., Forty, Liz, Frank, Josef, Frei, Oleksandr, Freimer, Nelson B., Frisén, Louise, Gade, Katrin, Garnham, Julie, Gelernter, Joel, Giørtz Pedersen, Marianne, Gizer, Ian R., Gordon, Scott D., Gordon-Smith, Katherine, Greenwood, Tiffany A., Grove, Jakob, Guzman-Parra, José, Ha, Kyooseob, Haraldsson, Magnus, Hautzinger, Martin, Heilbronner, Urs, Hellgren, Dennis, Herms, Stefan, Hoffmann, Per, Holmans, Peter A., Huckins, Laura, Jamain, Stéphane, 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., Magnusson, Sigurdur H., 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., Mühleisen, Thomas W., O’Brien, Niamh, O’Donovan, Claire, Olde Loohuis, Loes M., Oruc, Lilijana, Papiol, Sergi, Pardiñas, 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., Sánchez-Mora, Cristina, Schulte, Eva C., Senner, Fanny, Sharp, Sally, Shilling, Paul D., Sigurdsson, Engilbert, Sirignano, Lea, Slaney, Claire, Smeland, Olav B., Smith, Daniel J., Sobell, Janet L., Søholm Hansen, Christine, Soler Artigas, Maria, Spijker, Anne T., Stein, Dan J., Strauss, John S., Świątkowska, 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, Børglum, Anders D., Breen, Gerome, Carr, Vaughan J., Catts, Stanley, Corvin, Aiden, Craddock, Nicholas, Dannlowski, Udo, Dikeos, Dimitris, Esko, Tõnu, Etain, Bruno, Ferentinos, Panagiotis, Frye, Mark, Fullerton, Janice M., Gawlik, Micha, Gershon, Elliot S., Goes, Fernando S., 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, René S., Kelsoe, John R., Kirov, George, Landén, 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, Müller-Myhsok, Bertram, Myers, Richard M., Neale, Benjamin M., Nievergelt, Caroline M., Nordentoft, Merete, Nöthen, Markus M., O’Donovan, 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., Ribasés, 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, Shannon Weickert, Cynthia, 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, John-Anker, 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., Børte, 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, Bækvad-Hansen, Marie, Bass, Nicholas, Bauer, Michael, Beins, Eva C., Bergen, Sarah E., Birner, Armin, Bøcker Pedersen, Carsten, Bøen, 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, Elvsåshagen, Torbjørn, Escott-Price, Valentina, Ferrier, I. Nicol, Fiorentino, Alessia, Foroud, Tatiana M., Forty, Liz, Frank, Josef, Frei, Oleksandr, Freimer, Nelson B., Frisén, Louise, Gade, Katrin, Garnham, Julie, Gelernter, Joel, Giørtz Pedersen, Marianne, Gizer, Ian R., Gordon, Scott D., Gordon-Smith, Katherine, Greenwood, Tiffany A., Grove, Jakob, Guzman-Parra, José, Ha, Kyooseob, Haraldsson, Magnus, Hautzinger, Martin, Heilbronner, Urs, Hellgren, Dennis, Herms, Stefan, Hoffmann, Per, Holmans, Peter A., Huckins, Laura, Jamain, Stéphane, 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., Magnusson, Sigurdur H., 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., Mühleisen, Thomas W., O’Brien, Niamh, O’Donovan, Claire, Olde Loohuis, Loes M., Oruc, Lilijana, Papiol, Sergi, Pardiñas, 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., Sánchez-Mora, Cristina, Schulte, Eva C., Senner, Fanny, Sharp, Sally, Shilling, Paul D., Sigurdsson, Engilbert, Sirignano, Lea, Slaney, Claire, Smeland, Olav B., Smith, Daniel J., Sobell, Janet L., Søholm Hansen, Christine, Soler Artigas, Maria, Spijker, Anne T., Stein, Dan J., Strauss, John S., Świątkowska, 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, Børglum, Anders D., Breen, Gerome, Carr, Vaughan J., Catts, Stanley, Corvin, Aiden, Craddock, Nicholas, Dannlowski, Udo, Dikeos, Dimitris, Esko, Tõnu, Etain, Bruno, Ferentinos, Panagiotis, Frye, Mark, Fullerton, Janice M., Gawlik, Micha, Gershon, Elliot S., Goes, Fernando S., 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, René S., Kelsoe, John R., Kirov, George, Landén, 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, Müller-Myhsok, Bertram, Myers, Richard M., Neale, Benjamin M., Nievergelt, Caroline M., Nordentoft, Merete, Nöthen, Markus M., O’Donovan, 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., Ribasés, 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, Shannon Weickert, Cynthia, 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, John-Anker, 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.
Published: 2021
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4. Genome-wide association study of more than 40,000 bipolar disorder cases provides new insights into the underlying biology

Author: 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. Profiling Microglia From Alzheimer’s Disease Donors and Non-demented Elderly in Acute Human Postmortem Cortical Tissue

Author: Alsema, Astrid M., Jiang, Qiong, Kracht, Laura, Gerrits, Emma, Dubbelaar, Marissa L., Miedema, Anneke, Brouwer, Nieske, Hol, Elly M., Middeldorp, Jinte, van Dijk, Roland, Woodbury, Maya, Wachter, Astrid, Xi, Simon, Möller, Thomas, Biber, Knut P., Kooistra, Susanne M., Boddeke, Erik W.G.M., Eggen, Bart J.L., Alsema, Astrid M., Jiang, Qiong, Kracht, Laura, Gerrits, Emma, Dubbelaar, Marissa L., Miedema, Anneke, Brouwer, Nieske, Hol, Elly M., Middeldorp, Jinte, van Dijk, Roland, Woodbury, Maya, Wachter, Astrid, Xi, Simon, Möller, Thomas, Biber, Knut P., Kooistra, Susanne M., Boddeke, Erik W.G.M., and Eggen, Bart J.L.
Abstract: Microglia are the tissue-resident macrophages of the central nervous system (CNS). Recent studies based on bulk and single-cell RNA sequencing in mice indicate high relevance of microglia with respect to risk genes and neuro-inflammation in Alzheimer’s disease (AD). Here, we investigated microglia transcriptomes at bulk and single-cell levels in non-demented elderly and AD donors using acute human postmortem cortical brain samples. We identified seven human microglial subpopulations with heterogeneity in gene expression. Notably, gene expression profiles and subcluster composition of microglia did not differ between AD donors and non-demented elderly in bulk RNA sequencing nor in single-cell sequencing.
Published: 2020

6. Profiling Microglia From Alzheimer’s Disease Donors and Non-demented Elderly in Acute Human Postmortem Cortical Tissue

Author: Alsema, Astrid M., Jiang, Qiong, Kracht, Laura, Gerrits, Emma, Dubbelaar, Marissa L., Miedema, Anneke, Brouwer, Nieske, Hol, Elly M., Middeldorp, Jinte, van Dijk, Roland, Woodbury, Maya, Wachter, Astrid, Xi, Simon, Möller, Thomas, Biber, Knut P., Kooistra, Susanne M., Boddeke, Erik W.G.M., Eggen, Bart J.L., Alsema, Astrid M., Jiang, Qiong, Kracht, Laura, Gerrits, Emma, Dubbelaar, Marissa L., Miedema, Anneke, Brouwer, Nieske, Hol, Elly M., Middeldorp, Jinte, van Dijk, Roland, Woodbury, Maya, Wachter, Astrid, Xi, Simon, Möller, Thomas, Biber, Knut P., Kooistra, Susanne M., Boddeke, Erik W.G.M., and Eggen, Bart J.L.
Abstract: Microglia are the tissue-resident macrophages of the central nervous system (CNS). Recent studies based on bulk and single-cell RNA sequencing in mice indicate high relevance of microglia with respect to risk genes and neuro-inflammation in Alzheimer’s disease (AD). Here, we investigated microglia transcriptomes at bulk and single-cell levels in non-demented elderly and AD donors using acute human postmortem cortical brain samples. We identified seven human microglial subpopulations with heterogeneity in gene expression. Notably, gene expression profiles and subcluster composition of microglia did not differ between AD donors and non-demented elderly in bulk RNA sequencing nor in single-cell sequencing.
Published: 2020

7. Profiling Microglia From Alzheimer’s Disease Donors and Non-demented Elderly in Acute Human Postmortem Cortical Tissue

Author: Translational Neuroscience, Brain, Cancer, TN groep Hol, Alsema, Astrid M., Jiang, Qiong, Kracht, Laura, Gerrits, Emma, Dubbelaar, Marissa L., Miedema, Anneke, Brouwer, Nieske, Hol, Elly M., Middeldorp, Jinte, van Dijk, Roland, Woodbury, Maya, Wachter, Astrid, Xi, Simon, Möller, Thomas, Biber, Knut P., Kooistra, Susanne M., Boddeke, Erik W.G.M., Eggen, Bart J.L., Translational Neuroscience, Brain, Cancer, TN groep Hol, Alsema, Astrid M., Jiang, Qiong, Kracht, Laura, Gerrits, Emma, Dubbelaar, Marissa L., Miedema, Anneke, Brouwer, Nieske, Hol, Elly M., Middeldorp, Jinte, van Dijk, Roland, Woodbury, Maya, Wachter, Astrid, Xi, Simon, Möller, Thomas, Biber, Knut P., Kooistra, Susanne M., Boddeke, Erik W.G.M., and Eggen, Bart J.L.
Published: 2020

8. Genome-wide association study identifies 30 loci associated with bipolar disorder

Author: Stahl, Eli A., Breen, Gerome, Forstner, Andreas J, McQuillin, Andrew, Ripke, Stephan, Trubetskoy, Vassily, Mattheisen, Manuel, Wang, Yunpeng, Coleman, Jonathan R I, Gaspar, Héléna A, de Leeuw, Christiaan A, Steinberg, Stacy, Pavlides, Jennifer M Whitehead, Trzaskowski, Maciej, Byrne, Enda M, Pers, Tune H, Holmans, Peter A, Richards, Alexander L, Abbott, Liam, Agerbo, Esben, Akil, Huda, Albani, Diego, Alliey-Rodriguez, Ney, Als, Thomas D, Anjorin, Adebayo, Antilla, Verneri, Awasthi, Swapnil, Badner, Judith A, Bækvad-Hansen, Marie, Barchas, Jack D, Bass, Nicholas, Bauer, Michael, Belliveau, Richard, Bergen, Sarah E, Pedersen, Carsten Bøcker, Bøen, Erlend, Boks, Marco P, Boocock, James, Budde, Monika, Bunney, William, Burmeister, Margit, Bybjerg-Grauholm, Jonas, Byerley, William, Casas, Miquel, Cerrato, Felecia, Cervantes, Pablo, Chambert, Kimberly, Charney, Alexander W, Chen, Danfeng, Churchhouse, Claire, Clarke, Toni-Kim, Coryell, William, Craig, David W, Cruceanu, Cristiana, Curtis, David, Czerski, Piotr M, Dale, Anders M, de Jong, Simone, Degenhardt, Franziska, Del-Favero, Jurgen, DePaulo, J Raymond, Djurovic, Srdjan, Dobbyn, Amanda L, Dumont, Ashley, Elvsåshagen, Torbjørn, Escott-Price, Valentina, Fan, Chun Chieh, Fischer, Sascha B, Flickinger, Matthew, Foroud, Tatiana M, Forty, Liz, Frank, Josef, Fraser, Christine, Freimer, Nelson B, Frisén, Louise, Gade, Katrin, Gage, Diane, Garnham, Julie, Giambartolomei, Claudia, Pedersen, Marianne Giørtz, Goldstein, Jaqueline, Gordon, Scott D, Gordon-Smith, Katherine, Green, Elaine K, Green, Melissa J, Greenwood, Tiffany A, Grove, Jakob, Guan, Weihua, Guzman-Parra, José, Hamshere, Marian L, Hautzinger, Martin, Heilbronner, Urs, Herms, Stefan, Hipolito, Maria, Hoffmann, Per, Holland, Dominic, Huckins, Laura, Jamain, Stéphane, Johnson, Jessica S, Juréus, Anders, Kandaswamy, Radhika, Karlsson, Robert, Kennedy, James L, Kittel-Schneider, Sarah, Knowles, James A, Kogevinas, Manolis, Koller, Anna C, Kupka, Ralph, Lavebratt, Catharina, Lawrence, Jacob, Lawson, William B, Leber, Markus, Lee, Phil H, Levy, Shawn E, Li, Jun Z, Liu, Chunyu, Lucae, Susanne, Maaser, Anna, MacIntyre, Donald J, Mahon, Pamela B, Maier, Wolfgang, Martinsson, Lina, McCarroll, Steve, McGuffin, Peter, McInnis, Melvin G, McKay, James D, Medeiros, Helena, Medland, Sarah E, Meng, Fan, Milani, Lili, Montgomery, Grant W, Morris, Derek W, Mühleisen, Thomas W, Mullins, Niamh, Nguyen, Hoang, Nievergelt, Caroline M, Nordin Adolfsson, Annelie, Nwulia, Evaristus A, O'Donovan, Claire, Loohuis, Loes M Olde, Ori, Anil P S, Oruc, Lilijana, Ösby, Urban, Perlis, Roy H, Perry, Amy, Pfennig, Andrea, Potash, James B, Purcell, Shaun M, Regeer, Eline J, Reif, Andreas, Reinbold, Céline S, Rice, John P, Rivas, Fabio, Rivera, Margarita, Roussos, Panos, Ruderfer, Douglas M, Ryu, Euijung, Sánchez-Mora, Cristina, Schatzberg, Alan F, Scheftner, William A, Schork, Nicholas J, Shannon Weickert, Cynthia, Shehktman, Tatyana, Shilling, Paul D, Sigurdsson, Engilbert, Slaney, Claire, Smeland, Olav B, Sobell, Janet L, Søholm Hansen, Christine, Spijker, Anne T, St Clair, David, Steffens, Michael, Strauss, John S, Streit, Fabian, Strohmaier, Jana, Szelinger, Szabolcs, Thompson, Robert C, Thorgeirsson, Thorgeir E, Treutlein, Jens, Vedder, Helmut, Wang, Weiqing, Watson, Stanley J, Weickert, Thomas W, Witt, Stephanie H, Xi, Simon, Xu, Wei, Young, Allan H, Zandi, Peter, Zhang, Peng, Zöllner, Sebastian, Adolfsson, Rolf, Agartz, Ingrid, Alda, Martin, Backlund, Lena, Baune, Bernhard T, Bellivier, Frank, Berrettini, Wade H, Biernacka, Joanna M, Blackwood, Douglas H R, Boehnke, Michael, Børglum, Anders D, Corvin, Aiden, Craddock, Nicholas, Daly, Mark J, Dannlowski, Udo, Esko, Tõnu, Etain, Bruno, Frye, Mark, Fullerton, Janice M, Gershon, Elliot S, Gill, Michael, Goes, Fernando, Grigoroiu-Serbanescu, Maria, Hauser, Joanna, Hougaard, David M, Hultman, Christina M, Jones, Ian, Jones, Lisa A, Kahn, René S, Kirov, George, Landén, Mikael, Leboyer, Marion, Lewis, Cathryn M, Li, Qingqin S, Lissowska, Jolanta, Martin, Nicholas G, Mayoral, Fermin, McElroy, Susan L, McIntosh, Andrew M, McMahon, Francis J, Melle, Ingrid, Metspalu, Andres, Mitchell, Philip B, Morken, Gunnar, Mors, Ole, Mortensen, Preben Bo, Müller-Myhsok, Bertram, Myers, Richard M, Neale, Benjamin M, Nimgaonkar, Vishwajit, Nordentoft, Merete, Nöthen, Markus M, O'Donovan, Michael C, Oedegaard, Ketil J, Owen, Michael J, Paciga, Sara A, Pato, Carlos, Pato, Michele T, Posthuma, Danielle, Ramos-Quiroga, Josep Antoni, Ribasés, Marta, Rietschel, Marcella, Rouleau, Guy A, Schalling, Martin, Schofield, Peter R, Schulze, Thomas G, Serretti, Alessandro, Smoller, Jordan W, Stefansson, Hreinn, Stefansson, Kari, Stordal, Eystein, Sullivan, Patrick F, Turecki, Gustavo, Vaaler, Arne E, Vieta, Eduard, Vincent, John B, Werge, Thomas, Nurnberger, John I, Wray, Naomi R, Di Florio, Arianna, Edenberg, Howard J, Cichon, Sven, Ophoff, Roel A, Scott, Laura J, Andreassen, Ole A, Kelsoe, John, Sklar, Pamela, Stahl, Eli A., Breen, Gerome, Forstner, Andreas J, McQuillin, Andrew, Ripke, Stephan, Trubetskoy, Vassily, Mattheisen, Manuel, Wang, Yunpeng, Coleman, Jonathan R I, Gaspar, Héléna A, de Leeuw, Christiaan A, Steinberg, Stacy, Pavlides, Jennifer M Whitehead, Trzaskowski, Maciej, Byrne, Enda M, Pers, Tune H, Holmans, Peter A, Richards, Alexander L, Abbott, Liam, Agerbo, Esben, Akil, Huda, Albani, Diego, Alliey-Rodriguez, Ney, Als, Thomas D, Anjorin, Adebayo, Antilla, Verneri, Awasthi, Swapnil, Badner, Judith A, Bækvad-Hansen, Marie, Barchas, Jack D, Bass, Nicholas, Bauer, Michael, Belliveau, Richard, Bergen, Sarah E, Pedersen, Carsten Bøcker, Bøen, Erlend, Boks, Marco P, Boocock, James, Budde, Monika, Bunney, William, Burmeister, Margit, Bybjerg-Grauholm, Jonas, Byerley, William, Casas, Miquel, Cerrato, Felecia, Cervantes, Pablo, Chambert, Kimberly, Charney, Alexander W, Chen, Danfeng, Churchhouse, Claire, Clarke, Toni-Kim, Coryell, William, Craig, David W, Cruceanu, Cristiana, Curtis, David, Czerski, Piotr M, Dale, Anders M, de Jong, Simone, Degenhardt, Franziska, Del-Favero, Jurgen, DePaulo, J Raymond, Djurovic, Srdjan, Dobbyn, Amanda L, Dumont, Ashley, Elvsåshagen, Torbjørn, Escott-Price, Valentina, Fan, Chun Chieh, Fischer, Sascha B, Flickinger, Matthew, Foroud, Tatiana M, Forty, Liz, Frank, Josef, Fraser, Christine, Freimer, Nelson B, Frisén, Louise, Gade, Katrin, Gage, Diane, Garnham, Julie, Giambartolomei, Claudia, Pedersen, Marianne Giørtz, Goldstein, Jaqueline, Gordon, Scott D, Gordon-Smith, Katherine, Green, Elaine K, Green, Melissa J, Greenwood, Tiffany A, Grove, Jakob, Guan, Weihua, Guzman-Parra, José, Hamshere, Marian L, Hautzinger, Martin, Heilbronner, Urs, Herms, Stefan, Hipolito, Maria, Hoffmann, Per, Holland, Dominic, Huckins, Laura, Jamain, Stéphane, Johnson, Jessica S, Juréus, Anders, Kandaswamy, Radhika, Karlsson, Robert, Kennedy, James L, Kittel-Schneider, Sarah, Knowles, James A, Kogevinas, Manolis, Koller, Anna C, Kupka, Ralph, Lavebratt, Catharina, Lawrence, Jacob, Lawson, William B, Leber, Markus, Lee, Phil H, Levy, Shawn E, Li, Jun Z, Liu, Chunyu, Lucae, Susanne, Maaser, Anna, MacIntyre, Donald J, Mahon, Pamela B, Maier, Wolfgang, Martinsson, Lina, McCarroll, Steve, McGuffin, Peter, McInnis, Melvin G, McKay, James D, Medeiros, Helena, Medland, Sarah E, Meng, Fan, Milani, Lili, Montgomery, Grant W, Morris, Derek W, Mühleisen, Thomas W, Mullins, Niamh, Nguyen, Hoang, Nievergelt, Caroline M, Nordin Adolfsson, Annelie, Nwulia, Evaristus A, O'Donovan, Claire, Loohuis, Loes M Olde, Ori, Anil P S, Oruc, Lilijana, Ösby, Urban, Perlis, Roy H, Perry, Amy, Pfennig, Andrea, Potash, James B, Purcell, Shaun M, Regeer, Eline J, Reif, Andreas, Reinbold, Céline S, Rice, John P, Rivas, Fabio, Rivera, Margarita, Roussos, Panos, Ruderfer, Douglas M, Ryu, Euijung, Sánchez-Mora, Cristina, Schatzberg, Alan F, Scheftner, William A, Schork, Nicholas J, Shannon Weickert, Cynthia, Shehktman, Tatyana, Shilling, Paul D, Sigurdsson, Engilbert, Slaney, Claire, Smeland, Olav B, Sobell, Janet L, Søholm Hansen, Christine, Spijker, Anne T, St Clair, David, Steffens, Michael, Strauss, John S, Streit, Fabian, Strohmaier, Jana, Szelinger, Szabolcs, Thompson, Robert C, Thorgeirsson, Thorgeir E, Treutlein, Jens, Vedder, Helmut, Wang, Weiqing, Watson, Stanley J, Weickert, Thomas W, Witt, Stephanie H, Xi, Simon, Xu, Wei, Young, Allan H, Zandi, Peter, Zhang, Peng, Zöllner, Sebastian, Adolfsson, Rolf, Agartz, Ingrid, Alda, Martin, Backlund, Lena, Baune, Bernhard T, Bellivier, Frank, Berrettini, Wade H, Biernacka, Joanna M, Blackwood, Douglas H R, Boehnke, Michael, Børglum, Anders D, Corvin, Aiden, Craddock, Nicholas, Daly, Mark J, Dannlowski, Udo, Esko, Tõnu, Etain, Bruno, Frye, Mark, Fullerton, Janice M, Gershon, Elliot S, Gill, Michael, Goes, Fernando, Grigoroiu-Serbanescu, Maria, Hauser, Joanna, Hougaard, David M, Hultman, Christina M, Jones, Ian, Jones, Lisa A, Kahn, René S, Kirov, George, Landén, Mikael, Leboyer, Marion, Lewis, Cathryn M, Li, Qingqin S, Lissowska, Jolanta, Martin, Nicholas G, Mayoral, Fermin, McElroy, Susan L, McIntosh, Andrew M, McMahon, Francis J, Melle, Ingrid, Metspalu, Andres, Mitchell, Philip B, Morken, Gunnar, Mors, Ole, Mortensen, Preben Bo, Müller-Myhsok, Bertram, Myers, Richard M, Neale, Benjamin M, Nimgaonkar, Vishwajit, Nordentoft, Merete, Nöthen, Markus M, O'Donovan, Michael C, Oedegaard, Ketil J, Owen, Michael J, Paciga, Sara A, Pato, Carlos, Pato, Michele T, Posthuma, Danielle, Ramos-Quiroga, Josep Antoni, Ribasés, Marta, Rietschel, Marcella, Rouleau, Guy A, Schalling, Martin, Schofield, Peter R, Schulze, Thomas G, Serretti, Alessandro, Smoller, Jordan W, Stefansson, Hreinn, Stefansson, Kari, Stordal, Eystein, Sullivan, Patrick F, Turecki, Gustavo, Vaaler, Arne E, Vieta, Eduard, Vincent, John B, Werge, Thomas, Nurnberger, John I, Wray, Naomi R, Di Florio, Arianna, Edenberg, Howard J, Cichon, Sven, Ophoff, Roel A, Scott, Laura J, Andreassen, Ole A, Kelsoe, John, and Sklar, Pamela
Abstract: Bipolar disorder is a highly heritable psychiatric disorder. We performed a genome-wide association study (GWAS) including 20,352 cases and 31,358 controls of European descent, with follow-up analysis of 822 variants with P < 1 × 10-4 in an additional 9,412 cases and 137,760 controls. Eight of the 19 variants that were genome-wide significant (P < 5 × 10-8) in the discovery GWAS were not genome-wide significant in the combined analysis, consistent with small effect sizes and limited power but also with genetic heterogeneity. In the combined analysis, 30 loci were genome-wide significant, including 20 newly identified loci. The significant loci contain genes encoding ion channels, neurotransmitter transporters and synaptic components. Pathway analysis revealed nine significantly enriched gene sets, including regulation of insulin secretion and endocannabinoid signaling. Bipolar I disorder is strongly genetically correlated with schizophrenia, driven by psychosis, whereas bipolar II disorder is more strongly correlated with major depressive disorder. These findings address key clinical questions and provide potential biological mechanisms for bipolar disorder.
Published: 2019
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9. Association of Polygenic Liabilities for Major Depression, Bipolar Disorder, and Schizophrenia With Risk for Depression in the Danish Population

Author: Musliner, Katherine L., Mortensen, Preben B., McGrath, John J., Suppli, Nis P., Hougaard, David M., Bybjerg-Grauholm, Jonas, Baekvad-Hansen, Marie, Andreassen, Ole, Pedersen, Carsten B., Pedersen, Marianne G., Mors, Ole, Nordentoft, Merete, Borglum, Anders D., Werge, Thomas, Agerbo, Esben, Stahl, Eli A., Breen, Gerome, Forstner, Andreas J., McQuillin, Andrew, Ripke, Stephan, Trubetskoy, Vassily, Mattheisen, Manuel, Wang, Yunpeng, Coleman, Jonathan R., I, Gaspar, Helena A., de Leeuw, Christiaan A., Steinberg, Stacy, Pavlides, Jennifer M. Whitehead, Trzaskowski, Maciej, Pers, Tune H., Holmans, Peter A., Abbott, Liam, Akil, Huda, Albani, Diego, Alliey-Rodriguez, Ney, Als, Thomas D., Anjorin, Adebayo, Antilla, Verneri, Awasthi, Swapnil, Badner, Judith A., Etzekvad-Hansen, Marie, Barchas, Jack D., Bass, Nicholas, Bauer, Michael, Belliveau, Richard, Bergen, Sarah E., Pedersen, Carsten Bocker, Boen, Erlend, Boks, Marco, Boocock, James, Budde, Monika, Bunney, William, Burmeister, Margit, Byerley, William, Casas, Miguel, Cerrato, Felecia, Cervantes, Pablo, Chambert, Kimberly, Chamey, Alexander W., Chen, Danfeng, Churchhouse, Claire, Clarke, Toni-Kim, Coryell, William, Craig, David W., Cruceanu, Cristiana, Curtis, David, Czerski, Piotr M., Dale, Anders M., de Jong, Simone, Degenhardt, Franziska, Del-Favero, Jurgen, DePaulo, J. Raymond, Djurovic, Srdjan, Dobbyn, Amanda L., Dumont, Ashley, Elvsashagen, Torbjorn, Escott-Price, Valentina, Fan, Chun Chieh, Fischer, Sascha B., Flickinger, Matthew, Foroud, Tatiana M., Forty, Liz, Frank, Josef, Fraser, Christine, Freimer, Nelson B., Frisen, Louise, Gade, Katrin, Gage, Diane, Garnham, Julie, Giambartobmei, Claudia, Pedersen, Marianne Giortz, Goldstein, Jaqueline, Gordon, Scott D., Gordon-Smith, Katherine, Green, Elaine K., Green, Melissa J., Greenwood, Tiffany A., Grove, Jakob, Guan, Weihua, Parra, Jose Guzman, Hamshere, Marian L., Hautzinger, Martin, Heilbronner, Urs, Herms, Stefan, Hipolito, Maria, Hoffmann, Per, Holland, Dominic, Huckins, Laura, Jamain, Stephan, Johnson, Jessica S., Jureus, Anders, Kandaswamy, Radhika, Karlsson, Robert, Kennedy, James L., Kittel-Schneider, Sarah, Knott, Sarah, V, Knowles, James A., Kogevinas, Manolis, Koller, Anna C., Kupka, Ralph, Lavebratt, Catharina, Lawrence, Jacob, Lawson, William B., Leber, Markus, Lee, Phil H., Levy, Shawn E., Li, Jun Z., Liu, Chunyu, Lucae, Susanne, Maaser, Anna, MacIntyre, Donald J., Mahon, Pamela B., Maier, Wolfgang, Martinsson, Lina, McCarroll, Steve, McGuffin, Peter, McInnis, Melvin G., McKay, James D., Medeiros, Helena, Medland, Sarah E., Meng, Fan, Milani, Lili, Montgomery, Grant W., Morris, Derek W., Muehleisen, Thomas W., Mullins, Niamh, Nguyen, Hoang, Nievergelt, Caroline M., Adolfsson, Annelie Nordin, Nwulia, Evaristus A., O'Donovan, Claire, Loohuis, Loes M. Olde, Ori, Anil P. S., Oruc, Lilijana, Osby, Urban, Perlis, Roy H., Perry, Amy, Pfennig, Andrea, Potash, James B., Purcell, Shaun M., Regeer, Eline J., Reif, Andreas, Reinbold, Celine S., Rice, John P., Rivas, Fabio, Rivera, Margarita, Roussos, Panos, Ruderfer, Douglas M., Ryu, Euijung, Sanchez-Mora, Cristina, Schatzberg, Alan F., Scheftner, William A., Schork, Nicholas J., Weickert, Cynthia Shannon, Shehktman, Tatyana, Shilling, Paul D., Sigurdsson, Engilbert, Slaney, Claire, Smeland, Olav B., Sobell, Janet L., Hansen, Christine Soholm, Spijker, Anne T., St Clair, David, Steffens, Michael, Strauss, John S., Streit, Fabian, Strohmaier, Jana, Szelinger, Szabolcs, Thompson, Robert C., Thorgeirsson, Thorgeir E., Treutlein, Jens, Vedder, Helmut, Wang, Weiqing, Watson, Stanley J., Weickert, Thomas W., Witt, Stephanie H., Xi, Simon, Xu, Wei, Young, Allan H., Zandi, Peter, Zhang, Peng, Zollner, Sebastian, Agartz, Ingrid, Aida, Martin, Backlund, Lena, Baune, Bernhard T., Bellivier, Frank, Berrettini, Wade H., Biemacka, Joanna M., Blackwood, Douglas H. R., Boehnke, Michael, Berglum, Anders D., Corvin, Aiden, Craddock, Nicholas, Daly, Mark J., Dannlowski, Udo, Esko, Tonu, Etain, Bruno, Frye, Mark, Fullerton, Janice M., Gershon, Elliot S., Goes, Fernando, Grigoroiu-Serbanescu, Maria, Hauser, Joanna, Hultman, Christina M., Jones, Ian, Jones, Lisa A., Kahn, Rene S., Kirov, George, Landen, Mikael, Leboyer, Marion, Lewis, Cathryn M., Li, Qingqin S., Lissowska, Jolanta, Martin, Nicholas G., Mayoral, Fermin, McElroy, Susan L., McIntosh, Andrew M., McMahon, Francis J., Melle, Ingrid, Metspalu, Andres, Mitchell, Philip B., Morken, Gunnar, Mortensen, Preben Bo, Mueller-Myhsok, Bertram, Myers, Richard M., Neale, Benjamin M., Nimgaonkar, Vishwajit, Noethen, Markus M., O'Donovan, Michael C., Oedegaard, Ketil J., Owen, Michael, Paciga, Sara A., Pato, Carlos, Pato, Michele T., Posthuma, Danielle, Ramos-Quiroga, Josep Antoni, Ribases, Marta, Rietschel, Marcella, Rouleau, Guy A., Schalling, Martin, Schofield, Peter R., Schulze, Thomas G., Serretti, Alessandro, Smoller, Jordan W., Stefansson, Hreinn, Stefansson, Kari, Stordal, Eystein, Sullivan, Patrick F., Turecki, Gustavo, Vaaler, Arne E., Ieta, Eduard, V, Vincent, John B., Nurnberger, John, I, Wray, Naomi R., Di Florio, Arianna, Edenberg, Howard J., Cichon, Sven, Ophoff, Roel A., Scott, Laura J., Andreassen, Ole A., Kelsoe, John, Sklar, Pamela, Musliner, Katherine L., Mortensen, Preben B., McGrath, John J., Suppli, Nis P., Hougaard, David M., Bybjerg-Grauholm, Jonas, Baekvad-Hansen, Marie, Andreassen, Ole, Pedersen, Carsten B., Pedersen, Marianne G., Mors, Ole, Nordentoft, Merete, Borglum, Anders D., Werge, Thomas, Agerbo, Esben, Stahl, Eli A., Breen, Gerome, Forstner, Andreas J., McQuillin, Andrew, Ripke, Stephan, Trubetskoy, Vassily, Mattheisen, Manuel, Wang, Yunpeng, Coleman, Jonathan R., I, Gaspar, Helena A., de Leeuw, Christiaan A., Steinberg, Stacy, Pavlides, Jennifer M. Whitehead, Trzaskowski, Maciej, Pers, Tune H., Holmans, Peter A., Abbott, Liam, Akil, Huda, Albani, Diego, Alliey-Rodriguez, Ney, Als, Thomas D., Anjorin, Adebayo, Antilla, Verneri, Awasthi, Swapnil, Badner, Judith A., Etzekvad-Hansen, Marie, Barchas, Jack D., Bass, Nicholas, Bauer, Michael, Belliveau, Richard, Bergen, Sarah E., Pedersen, Carsten Bocker, Boen, Erlend, Boks, Marco, Boocock, James, Budde, Monika, Bunney, William, Burmeister, Margit, Byerley, William, Casas, Miguel, Cerrato, Felecia, Cervantes, Pablo, Chambert, Kimberly, Chamey, Alexander W., Chen, Danfeng, Churchhouse, Claire, Clarke, Toni-Kim, Coryell, William, Craig, David W., Cruceanu, Cristiana, Curtis, David, Czerski, Piotr M., Dale, Anders M., de Jong, Simone, Degenhardt, Franziska, Del-Favero, Jurgen, DePaulo, J. Raymond, Djurovic, Srdjan, Dobbyn, Amanda L., Dumont, Ashley, Elvsashagen, Torbjorn, Escott-Price, Valentina, Fan, Chun Chieh, Fischer, Sascha B., Flickinger, Matthew, Foroud, Tatiana M., Forty, Liz, Frank, Josef, Fraser, Christine, Freimer, Nelson B., Frisen, Louise, Gade, Katrin, Gage, Diane, Garnham, Julie, Giambartobmei, Claudia, Pedersen, Marianne Giortz, Goldstein, Jaqueline, Gordon, Scott D., Gordon-Smith, Katherine, Green, Elaine K., Green, Melissa J., Greenwood, Tiffany A., Grove, Jakob, Guan, Weihua, Parra, Jose Guzman, Hamshere, Marian L., Hautzinger, Martin, Heilbronner, Urs, Herms, Stefan, Hipolito, Maria, Hoffmann, Per, Holland, Dominic, Huckins, Laura, Jamain, Stephan, Johnson, Jessica S., Jureus, Anders, Kandaswamy, Radhika, Karlsson, Robert, Kennedy, James L., Kittel-Schneider, Sarah, Knott, Sarah, V, Knowles, James A., Kogevinas, Manolis, Koller, Anna C., Kupka, Ralph, Lavebratt, Catharina, Lawrence, Jacob, Lawson, William B., Leber, Markus, Lee, Phil H., Levy, Shawn E., Li, Jun Z., Liu, Chunyu, Lucae, Susanne, Maaser, Anna, MacIntyre, Donald J., Mahon, Pamela B., Maier, Wolfgang, Martinsson, Lina, McCarroll, Steve, McGuffin, Peter, McInnis, Melvin G., McKay, James D., Medeiros, Helena, Medland, Sarah E., Meng, Fan, Milani, Lili, Montgomery, Grant W., Morris, Derek W., Muehleisen, Thomas W., Mullins, Niamh, Nguyen, Hoang, Nievergelt, Caroline M., Adolfsson, Annelie Nordin, Nwulia, Evaristus A., O'Donovan, Claire, Loohuis, Loes M. Olde, Ori, Anil P. S., Oruc, Lilijana, Osby, Urban, Perlis, Roy H., Perry, Amy, Pfennig, Andrea, Potash, James B., Purcell, Shaun M., Regeer, Eline J., Reif, Andreas, Reinbold, Celine S., Rice, John P., Rivas, Fabio, Rivera, Margarita, Roussos, Panos, Ruderfer, Douglas M., Ryu, Euijung, Sanchez-Mora, Cristina, Schatzberg, Alan F., Scheftner, William A., Schork, Nicholas J., Weickert, Cynthia Shannon, Shehktman, Tatyana, Shilling, Paul D., Sigurdsson, Engilbert, Slaney, Claire, Smeland, Olav B., Sobell, Janet L., Hansen, Christine Soholm, Spijker, Anne T., St Clair, David, Steffens, Michael, Strauss, John S., Streit, Fabian, Strohmaier, Jana, Szelinger, Szabolcs, Thompson, Robert C., Thorgeirsson, Thorgeir E., Treutlein, Jens, Vedder, Helmut, Wang, Weiqing, Watson, Stanley J., Weickert, Thomas W., Witt, Stephanie H., Xi, Simon, Xu, Wei, Young, Allan H., Zandi, Peter, Zhang, Peng, Zollner, Sebastian, Agartz, Ingrid, Aida, Martin, Backlund, Lena, Baune, Bernhard T., Bellivier, Frank, Berrettini, Wade H., Biemacka, Joanna M., Blackwood, Douglas H. R., Boehnke, Michael, Berglum, Anders D., Corvin, Aiden, Craddock, Nicholas, Daly, Mark J., Dannlowski, Udo, Esko, Tonu, Etain, Bruno, Frye, Mark, Fullerton, Janice M., Gershon, Elliot S., Goes, Fernando, Grigoroiu-Serbanescu, Maria, Hauser, Joanna, Hultman, Christina M., Jones, Ian, Jones, Lisa A., Kahn, Rene S., Kirov, George, Landen, Mikael, Leboyer, Marion, Lewis, Cathryn M., Li, Qingqin S., Lissowska, Jolanta, Martin, Nicholas G., Mayoral, Fermin, McElroy, Susan L., McIntosh, Andrew M., McMahon, Francis J., Melle, Ingrid, Metspalu, Andres, Mitchell, Philip B., Morken, Gunnar, Mortensen, Preben Bo, Mueller-Myhsok, Bertram, Myers, Richard M., Neale, Benjamin M., Nimgaonkar, Vishwajit, Noethen, Markus M., O'Donovan, Michael C., Oedegaard, Ketil J., Owen, Michael, Paciga, Sara A., Pato, Carlos, Pato, Michele T., Posthuma, Danielle, Ramos-Quiroga, Josep Antoni, Ribases, Marta, Rietschel, Marcella, Rouleau, Guy A., Schalling, Martin, Schofield, Peter R., Schulze, Thomas G., Serretti, Alessandro, Smoller, Jordan W., Stefansson, Hreinn, Stefansson, Kari, Stordal, Eystein, Sullivan, Patrick F., Turecki, Gustavo, Vaaler, Arne E., Ieta, Eduard, V, Vincent, John B., Nurnberger, John, I, Wray, Naomi R., Di Florio, Arianna, Edenberg, Howard J., Cichon, Sven, Ophoff, Roel A., Scott, Laura J., Andreassen, Ole A., Kelsoe, John, and Sklar, Pamela
Abstract: IMPORTANCE Although the usefulness of polygenic risk scores as a measure of genetic liability for major depression (MD) has been established, their association with depression in the general population remains relatively unexplored. OBJECTIVE To evaluate whether polygenic risk scores for MD, bipolar disorder (BD), and schizophrenia (SZ) are associated with depression in the general population and explore whether these polygenic liabilities are associated with heterogeneity in terms of age at onset and severity at the initial depression diagnosis. DESIGN SETTING AND PARTICIPANTS Participants were drawn from the Danish iPSYCH2012 case-cohort study, a representative sample drawn from the population of Denmark born between May 1, 1981, and December 31, 2005. The hazard of depression was estimated using Cox regressions modified to accommodate the case-cohort design. Case-only analyses were conducted using linear and multinomial regressions. The data analysis was conducted from February 2017 to June 2018. EXPOSURES Polygenic risk scores for MD, BD, and SZ trained using the most recent genome-wide association study results from the Psychiatric Genomics Consortium. MAIN OUTCOMES AND MEASURES The main outcome was first depressive episode (international Statistical Classification of Diseases and Related Health Problems, Tenth Revision [ICD-10] code F32) treated in hospital-based psychiatric care. Severity at the initial diagnosis was measured using the ICD-10 code severity specifications (mild, moderate, severe without psychosis, and severe with psychosis) and treatment setting (inpatient, outpatient, and emergency). RESULTS Of 34 573 participants aged 10 to 31 years at censoring, 68% of those with depression were female compared with 48.9% of participants without depression. Each SD increase in polygenic liability for MD, BD, and SZ was associated with 30% (hazard ratio [HR], 1.30; 95% CI, 1.27-1.33), 5% (HR, 1.05; 95% CI, 1.02-1.07), and 12% (HR, 1.12; 95% CI, 1.09-1.15) in
Published: 2019

10. Association of Polygenic Liabilities for Major Depression, Bipolar Disorder, and Schizophrenia With Risk for Depression in the Danish Population

Author: Musliner, Katherine L., Mortensen, Preben B., McGrath, John J., Suppli, Nis P., Hougaard, David M., Bybjerg-Grauholm, Jonas, Baekvad-Hansen, Marie, Andreassen, Ole, Pedersen, Carsten B., Pedersen, Marianne G., Mors, Ole, Nordentoft, Merete, Borglum, Anders D., Werge, Thomas, Agerbo, Esben, Stahl, Eli A., Breen, Gerome, Forstner, Andreas J., McQuillin, Andrew, Ripke, Stephan, Trubetskoy, Vassily, Mattheisen, Manuel, Wang, Yunpeng, Coleman, Jonathan R., I, Gaspar, Helena A., de Leeuw, Christiaan A., Steinberg, Stacy, Pavlides, Jennifer M. Whitehead, Trzaskowski, Maciej, Pers, Tune H., Holmans, Peter A., Abbott, Liam, Akil, Huda, Albani, Diego, Alliey-Rodriguez, Ney, Als, Thomas D., Anjorin, Adebayo, Antilla, Verneri, Awasthi, Swapnil, Badner, Judith A., Etzekvad-Hansen, Marie, Barchas, Jack D., Bass, Nicholas, Bauer, Michael, Belliveau, Richard, Bergen, Sarah E., Pedersen, Carsten Bocker, Boen, Erlend, Boks, Marco, Boocock, James, Budde, Monika, Bunney, William, Burmeister, Margit, Byerley, William, Casas, Miguel, Cerrato, Felecia, Cervantes, Pablo, Chambert, Kimberly, Chamey, Alexander W., Chen, Danfeng, Churchhouse, Claire, Clarke, Toni-Kim, Coryell, William, Craig, David W., Cruceanu, Cristiana, Curtis, David, Czerski, Piotr M., Dale, Anders M., de Jong, Simone, Degenhardt, Franziska, Del-Favero, Jurgen, DePaulo, J. Raymond, Djurovic, Srdjan, Dobbyn, Amanda L., Dumont, Ashley, Elvsashagen, Torbjorn, Escott-Price, Valentina, Fan, Chun Chieh, Fischer, Sascha B., Flickinger, Matthew, Foroud, Tatiana M., Forty, Liz, Frank, Josef, Fraser, Christine, Freimer, Nelson B., Frisen, Louise, Gade, Katrin, Gage, Diane, Garnham, Julie, Giambartobmei, Claudia, Pedersen, Marianne Giortz, Goldstein, Jaqueline, Gordon, Scott D., Gordon-Smith, Katherine, Green, Elaine K., Green, Melissa J., Greenwood, Tiffany A., Grove, Jakob, Guan, Weihua, Parra, Jose Guzman, Hamshere, Marian L., Hautzinger, Martin, Heilbronner, Urs, Herms, Stefan, Hipolito, Maria, Hoffmann, Per, Holland, Dominic, Huckins, Laura, Jamain, Stephan, Johnson, Jessica S., Jureus, Anders, Kandaswamy, Radhika, Karlsson, Robert, Kennedy, James L., Kittel-Schneider, Sarah, Knott, Sarah, V, Knowles, James A., Kogevinas, Manolis, Koller, Anna C., Kupka, Ralph, Lavebratt, Catharina, Lawrence, Jacob, Lawson, William B., Leber, Markus, Lee, Phil H., Levy, Shawn E., Li, Jun Z., Liu, Chunyu, Lucae, Susanne, Maaser, Anna, MacIntyre, Donald J., Mahon, Pamela B., Maier, Wolfgang, Martinsson, Lina, McCarroll, Steve, McGuffin, Peter, McInnis, Melvin G., McKay, James D., Medeiros, Helena, Medland, Sarah E., Meng, Fan, Milani, Lili, Montgomery, Grant W., Morris, Derek W., Muehleisen, Thomas W., Mullins, Niamh, Nguyen, Hoang, Nievergelt, Caroline M., Adolfsson, Annelie Nordin, Nwulia, Evaristus A., O'Donovan, Claire, Loohuis, Loes M. Olde, Ori, Anil P. S., Oruc, Lilijana, Osby, Urban, Perlis, Roy H., Perry, Amy, Pfennig, Andrea, Potash, James B., Purcell, Shaun M., Regeer, Eline J., Reif, Andreas, Reinbold, Celine S., Rice, John P., Rivas, Fabio, Rivera, Margarita, Roussos, Panos, Ruderfer, Douglas M., Ryu, Euijung, Sanchez-Mora, Cristina, Schatzberg, Alan F., Scheftner, William A., Schork, Nicholas J., Weickert, Cynthia Shannon, Shehktman, Tatyana, Shilling, Paul D., Sigurdsson, Engilbert, Slaney, Claire, Smeland, Olav B., Sobell, Janet L., Hansen, Christine Soholm, Spijker, Anne T., St Clair, David, Steffens, Michael, Strauss, John S., Streit, Fabian, Strohmaier, Jana, Szelinger, Szabolcs, Thompson, Robert C., Thorgeirsson, Thorgeir E., Treutlein, Jens, Vedder, Helmut, Wang, Weiqing, Watson, Stanley J., Weickert, Thomas W., Witt, Stephanie H., Xi, Simon, Xu, Wei, Young, Allan H., Zandi, Peter, Zhang, Peng, Zollner, Sebastian, Agartz, Ingrid, Aida, Martin, Backlund, Lena, Baune, Bernhard T., Bellivier, Frank, Berrettini, Wade H., Biemacka, Joanna M., Blackwood, Douglas H. R., Boehnke, Michael, Berglum, Anders D., Corvin, Aiden, Craddock, Nicholas, Daly, Mark J., Dannlowski, Udo, Esko, Tonu, Etain, Bruno, Frye, Mark, Fullerton, Janice M., Gershon, Elliot S., Goes, Fernando, Grigoroiu-Serbanescu, Maria, Hauser, Joanna, Hultman, Christina M., Jones, Ian, Jones, Lisa A., Kahn, Rene S., Kirov, George, Landen, Mikael, Leboyer, Marion, Lewis, Cathryn M., Li, Qingqin S., Lissowska, Jolanta, Martin, Nicholas G., Mayoral, Fermin, McElroy, Susan L., McIntosh, Andrew M., McMahon, Francis J., Melle, Ingrid, Metspalu, Andres, Mitchell, Philip B., Morken, Gunnar, Mortensen, Preben Bo, Mueller-Myhsok, Bertram, Myers, Richard M., Neale, Benjamin M., Nimgaonkar, Vishwajit, Noethen, Markus M., O'Donovan, Michael C., Oedegaard, Ketil J., Owen, Michael, Paciga, Sara A., Pato, Carlos, Pato, Michele T., Posthuma, Danielle, Ramos-Quiroga, Josep Antoni, Ribases, Marta, Rietschel, Marcella, Rouleau, Guy A., Schalling, Martin, Schofield, Peter R., Schulze, Thomas G., Serretti, Alessandro, Smoller, Jordan W., Stefansson, Hreinn, Stefansson, Kari, Stordal, Eystein, Sullivan, Patrick F., Turecki, Gustavo, Vaaler, Arne E., Ieta, Eduard, V, Vincent, John B., Nurnberger, John, I, Wray, Naomi R., Di Florio, Arianna, Edenberg, Howard J., Cichon, Sven, Ophoff, Roel A., Scott, Laura J., Andreassen, Ole A., Kelsoe, John, Sklar, Pamela, Musliner, Katherine L., Mortensen, Preben B., McGrath, John J., Suppli, Nis P., Hougaard, David M., Bybjerg-Grauholm, Jonas, Baekvad-Hansen, Marie, Andreassen, Ole, Pedersen, Carsten B., Pedersen, Marianne G., Mors, Ole, Nordentoft, Merete, Borglum, Anders D., Werge, Thomas, Agerbo, Esben, Stahl, Eli A., Breen, Gerome, Forstner, Andreas J., McQuillin, Andrew, Ripke, Stephan, Trubetskoy, Vassily, Mattheisen, Manuel, Wang, Yunpeng, Coleman, Jonathan R., I, Gaspar, Helena A., de Leeuw, Christiaan A., Steinberg, Stacy, Pavlides, Jennifer M. Whitehead, Trzaskowski, Maciej, Pers, Tune H., Holmans, Peter A., Abbott, Liam, Akil, Huda, Albani, Diego, Alliey-Rodriguez, Ney, Als, Thomas D., Anjorin, Adebayo, Antilla, Verneri, Awasthi, Swapnil, Badner, Judith A., Etzekvad-Hansen, Marie, Barchas, Jack D., Bass, Nicholas, Bauer, Michael, Belliveau, Richard, Bergen, Sarah E., Pedersen, Carsten Bocker, Boen, Erlend, Boks, Marco, Boocock, James, Budde, Monika, Bunney, William, Burmeister, Margit, Byerley, William, Casas, Miguel, Cerrato, Felecia, Cervantes, Pablo, Chambert, Kimberly, Chamey, Alexander W., Chen, Danfeng, Churchhouse, Claire, Clarke, Toni-Kim, Coryell, William, Craig, David W., Cruceanu, Cristiana, Curtis, David, Czerski, Piotr M., Dale, Anders M., de Jong, Simone, Degenhardt, Franziska, Del-Favero, Jurgen, DePaulo, J. Raymond, Djurovic, Srdjan, Dobbyn, Amanda L., Dumont, Ashley, Elvsashagen, Torbjorn, Escott-Price, Valentina, Fan, Chun Chieh, Fischer, Sascha B., Flickinger, Matthew, Foroud, Tatiana M., Forty, Liz, Frank, Josef, Fraser, Christine, Freimer, Nelson B., Frisen, Louise, Gade, Katrin, Gage, Diane, Garnham, Julie, Giambartobmei, Claudia, Pedersen, Marianne Giortz, Goldstein, Jaqueline, Gordon, Scott D., Gordon-Smith, Katherine, Green, Elaine K., Green, Melissa J., Greenwood, Tiffany A., Grove, Jakob, Guan, Weihua, Parra, Jose Guzman, Hamshere, Marian L., Hautzinger, Martin, Heilbronner, Urs, Herms, Stefan, Hipolito, Maria, Hoffmann, Per, Holland, Dominic, Huckins, Laura, Jamain, Stephan, Johnson, Jessica S., Jureus, Anders, Kandaswamy, Radhika, Karlsson, Robert, Kennedy, James L., Kittel-Schneider, Sarah, Knott, Sarah, V, Knowles, James A., Kogevinas, Manolis, Koller, Anna C., Kupka, Ralph, Lavebratt, Catharina, Lawrence, Jacob, Lawson, William B., Leber, Markus, Lee, Phil H., Levy, Shawn E., Li, Jun Z., Liu, Chunyu, Lucae, Susanne, Maaser, Anna, MacIntyre, Donald J., Mahon, Pamela B., Maier, Wolfgang, Martinsson, Lina, McCarroll, Steve, McGuffin, Peter, McInnis, Melvin G., McKay, James D., Medeiros, Helena, Medland, Sarah E., Meng, Fan, Milani, Lili, Montgomery, Grant W., Morris, Derek W., Muehleisen, Thomas W., Mullins, Niamh, Nguyen, Hoang, Nievergelt, Caroline M., Adolfsson, Annelie Nordin, Nwulia, Evaristus A., O'Donovan, Claire, Loohuis, Loes M. Olde, Ori, Anil P. S., Oruc, Lilijana, Osby, Urban, Perlis, Roy H., Perry, Amy, Pfennig, Andrea, Potash, James B., Purcell, Shaun M., Regeer, Eline J., Reif, Andreas, Reinbold, Celine S., Rice, John P., Rivas, Fabio, Rivera, Margarita, Roussos, Panos, Ruderfer, Douglas M., Ryu, Euijung, Sanchez-Mora, Cristina, Schatzberg, Alan F., Scheftner, William A., Schork, Nicholas J., Weickert, Cynthia Shannon, Shehktman, Tatyana, Shilling, Paul D., Sigurdsson, Engilbert, Slaney, Claire, Smeland, Olav B., Sobell, Janet L., Hansen, Christine Soholm, Spijker, Anne T., St Clair, David, Steffens, Michael, Strauss, John S., Streit, Fabian, Strohmaier, Jana, Szelinger, Szabolcs, Thompson, Robert C., Thorgeirsson, Thorgeir E., Treutlein, Jens, Vedder, Helmut, Wang, Weiqing, Watson, Stanley J., Weickert, Thomas W., Witt, Stephanie H., Xi, Simon, Xu, Wei, Young, Allan H., Zandi, Peter, Zhang, Peng, Zollner, Sebastian, Agartz, Ingrid, Aida, Martin, Backlund, Lena, Baune, Bernhard T., Bellivier, Frank, Berrettini, Wade H., Biemacka, Joanna M., Blackwood, Douglas H. R., Boehnke, Michael, Berglum, Anders D., Corvin, Aiden, Craddock, Nicholas, Daly, Mark J., Dannlowski, Udo, Esko, Tonu, Etain, Bruno, Frye, Mark, Fullerton, Janice M., Gershon, Elliot S., Goes, Fernando, Grigoroiu-Serbanescu, Maria, Hauser, Joanna, Hultman, Christina M., Jones, Ian, Jones, Lisa A., Kahn, Rene S., Kirov, George, Landen, Mikael, Leboyer, Marion, Lewis, Cathryn M., Li, Qingqin S., Lissowska, Jolanta, Martin, Nicholas G., Mayoral, Fermin, McElroy, Susan L., McIntosh, Andrew M., McMahon, Francis J., Melle, Ingrid, Metspalu, Andres, Mitchell, Philip B., Morken, Gunnar, Mortensen, Preben Bo, Mueller-Myhsok, Bertram, Myers, Richard M., Neale, Benjamin M., Nimgaonkar, Vishwajit, Noethen, Markus M., O'Donovan, Michael C., Oedegaard, Ketil J., Owen, Michael, Paciga, Sara A., Pato, Carlos, Pato, Michele T., Posthuma, Danielle, Ramos-Quiroga, Josep Antoni, Ribases, Marta, Rietschel, Marcella, Rouleau, Guy A., Schalling, Martin, Schofield, Peter R., Schulze, Thomas G., Serretti, Alessandro, Smoller, Jordan W., Stefansson, Hreinn, Stefansson, Kari, Stordal, Eystein, Sullivan, Patrick F., Turecki, Gustavo, Vaaler, Arne E., Ieta, Eduard, V, Vincent, John B., Nurnberger, John, I, Wray, Naomi R., Di Florio, Arianna, Edenberg, Howard J., Cichon, Sven, Ophoff, Roel A., Scott, Laura J., Andreassen, Ole A., Kelsoe, John, and Sklar, Pamela
Abstract: IMPORTANCE Although the usefulness of polygenic risk scores as a measure of genetic liability for major depression (MD) has been established, their association with depression in the general population remains relatively unexplored. OBJECTIVE To evaluate whether polygenic risk scores for MD, bipolar disorder (BD), and schizophrenia (SZ) are associated with depression in the general population and explore whether these polygenic liabilities are associated with heterogeneity in terms of age at onset and severity at the initial depression diagnosis. DESIGN SETTING AND PARTICIPANTS Participants were drawn from the Danish iPSYCH2012 case-cohort study, a representative sample drawn from the population of Denmark born between May 1, 1981, and December 31, 2005. The hazard of depression was estimated using Cox regressions modified to accommodate the case-cohort design. Case-only analyses were conducted using linear and multinomial regressions. The data analysis was conducted from February 2017 to June 2018. EXPOSURES Polygenic risk scores for MD, BD, and SZ trained using the most recent genome-wide association study results from the Psychiatric Genomics Consortium. MAIN OUTCOMES AND MEASURES The main outcome was first depressive episode (international Statistical Classification of Diseases and Related Health Problems, Tenth Revision [ICD-10] code F32) treated in hospital-based psychiatric care. Severity at the initial diagnosis was measured using the ICD-10 code severity specifications (mild, moderate, severe without psychosis, and severe with psychosis) and treatment setting (inpatient, outpatient, and emergency). RESULTS Of 34 573 participants aged 10 to 31 years at censoring, 68% of those with depression were female compared with 48.9% of participants without depression. Each SD increase in polygenic liability for MD, BD, and SZ was associated with 30% (hazard ratio [HR], 1.30; 95% CI, 1.27-1.33), 5% (HR, 1.05; 95% CI, 1.02-1.07), and 12% (HR, 1.12; 95% CI, 1.09-1.15) in
Published: 2019

11. Improving genetic prediction by leveraging genetic correlations among human diseases and traits

Author: Maier, Robert M., Zhu, Zhihong, Lee, Sang Hong, Trzaskowski, Maciej, Ruderfer, Douglas M., Stahl, Eli A., Ripke, Stephan, Wray, Naomi R., Yang, Jian, Visscher, Peter M., Robinson, Matthew R., Forstner, Andreas J., Mcquillin, Andrew, Trubetskoy, Vassily, Wang, Weiqing, Wang, Yunpeng, Coleman, Jonathan R.I., Gaspar, Héléna A., De Leeuw, Christiaan A., Whitehead Pavlides, Jennifer M., Olde Loohuis, Loes M., Pers, Tune H., Lee, Phil H., Charney, Alexander W., Dobbyn, Amanda L., Huckins, Laura, Boocock, James, Giambartolomei, Claudia, Roussos, Panos, Mullins, Niamh, Awasthi, Swapnil, Agerbo, Esben, Als, Thomas D., Pedersen, Carsten Bøcker, Grove, Jakob, Kupka, Ralph, Regeer, Eline J., Anjorin, Adebayo, Casas, Miquel, Mahon, Pamela B., Allardyce, Judith, Escott-Price, Valentina, Forty, Liz, Fraser, Christine, Kogevinas, Manolis, Frank, Josef, Streit, Fabian, Strohmaier, Jana, Treutlein, Jens, Witt, Stephanie H., Kennedy, James L., Strauss, John S., Garnham, Julie, O'donovan, Claire, Slaney, Claire, Steinberg, Stacy, Thorgeirsson, Thorgeir E., Hautzinger, Martin, Steffens, Michael, Perlis, Roy H., Sánchez-Mora, Cristina, Hipolito, Maria, Lawson, William B., Nwulia, Evaristus A., Levy, Shawn E., Foroud, Tatiana M., Jamain, Stéphane, Young, Allan H., Mckay, James D., Albani, Diego, Zandi, Peter, Potash, James B., Zhang, Peng, Raymond Depaulo, J., Bergen, Sarah E., Juréus, Anders, Karlsson, Robert, Kandaswamy, Radhika, Mcguffin, Peter, Rivera, Margarita, Lissowska, Jolanta, Cruceanu, Cristiana, Lucae, Susanne, Cervantes, Pablo, Budde, Monika, Gade, Katrin, Heilbronner, Urs, Pedersen, Marianne Giørtz, Morris, Derek W., Weickert, Cynthia Shannon, Weickert, Thomas W., Macintyre, Donald J., Lawrence, Jacob, Elvsåshagen, Torbjørn, Smeland, Olav B., Djurovic, Srdjan, Xi, Simon, Green, Elaine K., Czerski, Piotr M., Hauser, Joanna, Xu, Wei, Vedder, Helmut, Oruc, Lilijana, Spijker, Anne T., Gordon, Scott D., Medland, Sarah E., Curtis, David, Mühleisen, Thomas W., Badner, Judith, Scheftner, William A., Sigurdsson, Engilbert, Schork, Nicholas J., Schatzberg, Alan F., Bækvad-Hansen, Marie, Bybjerg-Grauholm, Jonas, Hansen, Christine Søholm, Knowles, James A., Szelinger, Szabolcs, Montgomery, Grant W., Boks, Marco, Adolfsson, Annelie Nordin, Hoffmann, Per, Bauer, Michael, Pfennig, Andrea, Leber, Markus, Kittel-Schneider, Sarah, Reif, Andreas, Del-Favero, Jurgen, Fischer, Sascha B., Herms, Stefan, Reinbold, Céline S., Degenhardt, Franziska, Koller, Anna C., Maaser, Anna, Ori, Anil, Dale, Anders M., Fan, Chun Chieh, Greenwood, Tiffany A., Nievergelt, Caroline M., Shehktman, Tatyana, Shilling, Paul D., Byerley, William, Bunney, William, Alliey-Rodriguez, Ney, Clarke, Toni Kim, Liu, Chunyu, Coryell, William, Akil, Huda, Burmeister, Margit, Flickinger, Matthew, Li, Jun Z., Mcinnis, Melvin G., Meng, Fan, Thompson, Robert C., Watson, Stanley J., Zollner, Sebastian, Guan, Weihua, Green, Melissa J., Craig, David, Sobell, Janet L., Milani, Lili, Gordon-Smith, Katherine, Knott, Sarah V., Perry, Amy, Parra, José Guzman, Mayoral, Fermin, Rivas, Fabio, Rice, John P., Barchas, Jack D., Børglum, Anders D., Mortensen, Preben Bo, Mors, Ole, Grigoroiu-Serbanescu, Maria, Bellivier, Frank, Etain, Bruno, Leboyer, Marion, Ramos-Quiroga, Josep Antoni, Agartz, Ingrid, Amin, Farooq, Azevedo, Maria H., Bass, Nicholas, Black, Donald W., Blackwood, Douglas H.R., Bruggeman, Richard, Buccola, Nancy G., Choudhury, Khalid, Cloninger, C. Robert, Corvin, Aiden, Craddock, Nicholas, Daly, Mark J., Datta, Susmita, Donohoe, Gary J., Duan, Jubao, Dudbridge, Frank, Fanous, Ayman, Freedman, Robert, Freimer, Nelson B., Friedl, Marion, Gill, Michael, Gurling, Hugh, De Haan, Lieuwe, Hamshere, Marian L., Hartmann, Annette M., Holmans, Peter A., Kahn, René S., Keller, Matthew C., Kenny, Elaine, Kirov, George K., Krabbendam, Lydia, Krasucki, Robert, Lencz, Todd, Levinson, Douglas F., Lieberman, Jeffrey A., Lin, Dan Yu, Linszen, Don H., Magnusson, Patrik K.E., Maier, Wolfgang, Malhotra, Anil K., Mattheisen, Manuel, Mattingsdal, Morten, Mccarroll, Steven A., Medeiros, Helena, Melle, Ingrid, Milanova, Vihra, Myin-Germeys, Inez, Neale, Benjamin M., Ophoff, Roel A., Owen, Michael J., Pimm, Jonathan, Purcell, Shaun M., Puri, Vinay, Quested, Digby J., Rossin, Lizzy, Sanders, Alan R., Shi, Jianxin, Sklar, Pamela, St Clair, David, Stroup, T. Scott, Van Os, Jim, Wiersma, Durk, Zammit, Stanley, Maier, Robert M., Zhu, Zhihong, Lee, Sang Hong, Trzaskowski, Maciej, Ruderfer, Douglas M., Stahl, Eli A., Ripke, Stephan, Wray, Naomi R., Yang, Jian, Visscher, Peter M., Robinson, Matthew R., Forstner, Andreas J., Mcquillin, Andrew, Trubetskoy, Vassily, Wang, Weiqing, Wang, Yunpeng, Coleman, Jonathan R.I., Gaspar, Héléna A., De Leeuw, Christiaan A., Whitehead Pavlides, Jennifer M., Olde Loohuis, Loes M., Pers, Tune H., Lee, Phil H., Charney, Alexander W., Dobbyn, Amanda L., Huckins, Laura, Boocock, James, Giambartolomei, Claudia, Roussos, Panos, Mullins, Niamh, Awasthi, Swapnil, Agerbo, Esben, Als, Thomas D., Pedersen, Carsten Bøcker, Grove, Jakob, Kupka, Ralph, Regeer, Eline J., Anjorin, Adebayo, Casas, Miquel, Mahon, Pamela B., Allardyce, Judith, Escott-Price, Valentina, Forty, Liz, Fraser, Christine, Kogevinas, Manolis, Frank, Josef, Streit, Fabian, Strohmaier, Jana, Treutlein, Jens, Witt, Stephanie H., Kennedy, James L., Strauss, John S., Garnham, Julie, O'donovan, Claire, Slaney, Claire, Steinberg, Stacy, Thorgeirsson, Thorgeir E., Hautzinger, Martin, Steffens, Michael, Perlis, Roy H., Sánchez-Mora, Cristina, Hipolito, Maria, Lawson, William B., Nwulia, Evaristus A., Levy, Shawn E., Foroud, Tatiana M., Jamain, Stéphane, Young, Allan H., Mckay, James D., Albani, Diego, Zandi, Peter, Potash, James B., Zhang, Peng, Raymond Depaulo, J., Bergen, Sarah E., Juréus, Anders, Karlsson, Robert, Kandaswamy, Radhika, Mcguffin, Peter, Rivera, Margarita, Lissowska, Jolanta, Cruceanu, Cristiana, Lucae, Susanne, Cervantes, Pablo, Budde, Monika, Gade, Katrin, Heilbronner, Urs, Pedersen, Marianne Giørtz, Morris, Derek W., Weickert, Cynthia Shannon, Weickert, Thomas W., Macintyre, Donald J., Lawrence, Jacob, Elvsåshagen, Torbjørn, Smeland, Olav B., Djurovic, Srdjan, Xi, Simon, Green, Elaine K., Czerski, Piotr M., Hauser, Joanna, Xu, Wei, Vedder, Helmut, Oruc, Lilijana, Spijker, Anne T., Gordon, Scott D., Medland, Sarah E., Curtis, David, Mühleisen, Thomas W., Badner, Judith, Scheftner, William A., Sigurdsson, Engilbert, Schork, Nicholas J., Schatzberg, Alan F., Bækvad-Hansen, Marie, Bybjerg-Grauholm, Jonas, Hansen, Christine Søholm, Knowles, James A., Szelinger, Szabolcs, Montgomery, Grant W., Boks, Marco, Adolfsson, Annelie Nordin, Hoffmann, Per, Bauer, Michael, Pfennig, Andrea, Leber, Markus, Kittel-Schneider, Sarah, Reif, Andreas, Del-Favero, Jurgen, Fischer, Sascha B., Herms, Stefan, Reinbold, Céline S., Degenhardt, Franziska, Koller, Anna C., Maaser, Anna, Ori, Anil, Dale, Anders M., Fan, Chun Chieh, Greenwood, Tiffany A., Nievergelt, Caroline M., Shehktman, Tatyana, Shilling, Paul D., Byerley, William, Bunney, William, Alliey-Rodriguez, Ney, Clarke, Toni Kim, Liu, Chunyu, Coryell, William, Akil, Huda, Burmeister, Margit, Flickinger, Matthew, Li, Jun Z., Mcinnis, Melvin G., Meng, Fan, Thompson, Robert C., Watson, Stanley J., Zollner, Sebastian, Guan, Weihua, Green, Melissa J., Craig, David, Sobell, Janet L., Milani, Lili, Gordon-Smith, Katherine, Knott, Sarah V., Perry, Amy, Parra, José Guzman, Mayoral, Fermin, Rivas, Fabio, Rice, John P., Barchas, Jack D., Børglum, Anders D., Mortensen, Preben Bo, Mors, Ole, Grigoroiu-Serbanescu, Maria, Bellivier, Frank, Etain, Bruno, Leboyer, Marion, Ramos-Quiroga, Josep Antoni, Agartz, Ingrid, Amin, Farooq, Azevedo, Maria H., Bass, Nicholas, Black, Donald W., Blackwood, Douglas H.R., Bruggeman, Richard, Buccola, Nancy G., Choudhury, Khalid, Cloninger, C. Robert, Corvin, Aiden, Craddock, Nicholas, Daly, Mark J., Datta, Susmita, Donohoe, Gary J., Duan, Jubao, Dudbridge, Frank, Fanous, Ayman, Freedman, Robert, Freimer, Nelson B., Friedl, Marion, Gill, Michael, Gurling, Hugh, De Haan, Lieuwe, Hamshere, Marian L., Hartmann, Annette M., Holmans, Peter A., Kahn, René S., Keller, Matthew C., Kenny, Elaine, Kirov, George K., Krabbendam, Lydia, Krasucki, Robert, Lencz, Todd, Levinson, Douglas F., Lieberman, Jeffrey A., Lin, Dan Yu, Linszen, Don H., Magnusson, Patrik K.E., Maier, Wolfgang, Malhotra, Anil K., Mattheisen, Manuel, Mattingsdal, Morten, Mccarroll, Steven A., Medeiros, Helena, Melle, Ingrid, Milanova, Vihra, Myin-Germeys, Inez, Neale, Benjamin M., Ophoff, Roel A., Owen, Michael J., Pimm, Jonathan, Purcell, Shaun M., Puri, Vinay, Quested, Digby J., Rossin, Lizzy, Sanders, Alan R., Shi, Jianxin, Sklar, Pamela, St Clair, David, Stroup, T. Scott, Van Os, Jim, Wiersma, Durk, and Zammit, Stanley
Published: 2018

12. Improving genetic prediction by leveraging genetic correlations among human diseases and traits

Author: Maier, Robert M., Zhu, Zhihong, Lee, Sang Hong, Trzaskowski, Maciej, Ruderfer, Douglas M., Stahl, Eli A., Ripke, Stephan, Wray, Naomi R., Yang, Jian, Visscher, Peter M., Robinson, Matthew R., Forstner, Andreas J., Mcquillin, Andrew, Trubetskoy, Vassily, Wang, Weiqing, Wang, Yunpeng, Coleman, Jonathan R.I., Gaspar, Héléna A., De Leeuw, Christiaan A., Whitehead Pavlides, Jennifer M., Olde Loohuis, Loes M., Pers, Tune H., Lee, Phil H., Charney, Alexander W., Dobbyn, Amanda L., Huckins, Laura, Boocock, James, Giambartolomei, Claudia, Roussos, Panos, Mullins, Niamh, Awasthi, Swapnil, Agerbo, Esben, Als, Thomas D., Pedersen, Carsten Bøcker, Grove, Jakob, Kupka, Ralph, Regeer, Eline J., Anjorin, Adebayo, Casas, Miquel, Mahon, Pamela B., Allardyce, Judith, Escott-Price, Valentina, Forty, Liz, Fraser, Christine, Kogevinas, Manolis, Frank, Josef, Streit, Fabian, Strohmaier, Jana, Treutlein, Jens, Witt, Stephanie H., Kennedy, James L., Strauss, John S., Garnham, Julie, O'donovan, Claire, Slaney, Claire, Steinberg, Stacy, Thorgeirsson, Thorgeir E., Hautzinger, Martin, Steffens, Michael, Perlis, Roy H., Sánchez-Mora, Cristina, Hipolito, Maria, Lawson, William B., Nwulia, Evaristus A., Levy, Shawn E., Foroud, Tatiana M., Jamain, Stéphane, Young, Allan H., Mckay, James D., Albani, Diego, Zandi, Peter, Potash, James B., Zhang, Peng, Raymond Depaulo, J., Bergen, Sarah E., Juréus, Anders, Karlsson, Robert, Kandaswamy, Radhika, Mcguffin, Peter, Rivera, Margarita, Lissowska, Jolanta, Cruceanu, Cristiana, Lucae, Susanne, Cervantes, Pablo, Budde, Monika, Gade, Katrin, Heilbronner, Urs, Pedersen, Marianne Giørtz, Morris, Derek W., Weickert, Cynthia Shannon, Weickert, Thomas W., Macintyre, Donald J., Lawrence, Jacob, Elvsåshagen, Torbjørn, Smeland, Olav B., Djurovic, Srdjan, Xi, Simon, Green, Elaine K., Czerski, Piotr M., Hauser, Joanna, Xu, Wei, Vedder, Helmut, Oruc, Lilijana, Spijker, Anne T., Gordon, Scott D., Medland, Sarah E., Curtis, David, Mühleisen, Thomas W., Badner, Judith, Scheftner, William A., Sigurdsson, Engilbert, Schork, Nicholas J., Schatzberg, Alan F., Bækvad-Hansen, Marie, Bybjerg-Grauholm, Jonas, Hansen, Christine Søholm, Knowles, James A., Szelinger, Szabolcs, Montgomery, Grant W., Boks, Marco, Adolfsson, Annelie Nordin, Hoffmann, Per, Bauer, Michael, Pfennig, Andrea, Leber, Markus, Kittel-Schneider, Sarah, Reif, Andreas, Del-Favero, Jurgen, Fischer, Sascha B., Herms, Stefan, Reinbold, Céline S., Degenhardt, Franziska, Koller, Anna C., Maaser, Anna, Ori, Anil, Dale, Anders M., Fan, Chun Chieh, Greenwood, Tiffany A., Nievergelt, Caroline M., Shehktman, Tatyana, Shilling, Paul D., Byerley, William, Bunney, William, Alliey-Rodriguez, Ney, Clarke, Toni Kim, Liu, Chunyu, Coryell, William, Akil, Huda, Burmeister, Margit, Flickinger, Matthew, Li, Jun Z., Mcinnis, Melvin G., Meng, Fan, Thompson, Robert C., Watson, Stanley J., Zollner, Sebastian, Guan, Weihua, Green, Melissa J., Craig, David, Sobell, Janet L., Milani, Lili, Gordon-Smith, Katherine, Knott, Sarah V., Perry, Amy, Parra, José Guzman, Mayoral, Fermin, Rivas, Fabio, Rice, John P., Barchas, Jack D., Børglum, Anders D., Mortensen, Preben Bo, Mors, Ole, Grigoroiu-Serbanescu, Maria, Bellivier, Frank, Etain, Bruno, Leboyer, Marion, Ramos-Quiroga, Josep Antoni, Agartz, Ingrid, Amin, Farooq, Azevedo, Maria H., Bass, Nicholas, Black, Donald W., Blackwood, Douglas H.R., Bruggeman, Richard, Buccola, Nancy G., Choudhury, Khalid, Cloninger, C. Robert, Corvin, Aiden, Craddock, Nicholas, Daly, Mark J., Datta, Susmita, Donohoe, Gary J., Duan, Jubao, Dudbridge, Frank, Fanous, Ayman, Freedman, Robert, Freimer, Nelson B., Friedl, Marion, Gill, Michael, Gurling, Hugh, De Haan, Lieuwe, Hamshere, Marian L., Hartmann, Annette M., Holmans, Peter A., Kahn, René S., Keller, Matthew C., Kenny, Elaine, Kirov, George K., Krabbendam, Lydia, Krasucki, Robert, Lencz, Todd, Levinson, Douglas F., Lieberman, Jeffrey A., Lin, Dan Yu, Linszen, Don H., Magnusson, Patrik K.E., Maier, Wolfgang, Malhotra, Anil K., Mattheisen, Manuel, Mattingsdal, Morten, Mccarroll, Steven A., Medeiros, Helena, Melle, Ingrid, Milanova, Vihra, Myin-Germeys, Inez, Neale, Benjamin M., Ophoff, Roel A., Owen, Michael J., Pimm, Jonathan, Purcell, Shaun M., Puri, Vinay, Quested, Digby J., Rossin, Lizzy, Sanders, Alan R., Shi, Jianxin, Sklar, Pamela, St Clair, David, Stroup, T. Scott, Van Os, Jim, Wiersma, Durk, Zammit, Stanley, Maier, Robert M., Zhu, Zhihong, Lee, Sang Hong, Trzaskowski, Maciej, Ruderfer, Douglas M., Stahl, Eli A., Ripke, Stephan, Wray, Naomi R., Yang, Jian, Visscher, Peter M., Robinson, Matthew R., Forstner, Andreas J., Mcquillin, Andrew, Trubetskoy, Vassily, Wang, Weiqing, Wang, Yunpeng, Coleman, Jonathan R.I., Gaspar, Héléna A., De Leeuw, Christiaan A., Whitehead Pavlides, Jennifer M., Olde Loohuis, Loes M., Pers, Tune H., Lee, Phil H., Charney, Alexander W., Dobbyn, Amanda L., Huckins, Laura, Boocock, James, Giambartolomei, Claudia, Roussos, Panos, Mullins, Niamh, Awasthi, Swapnil, Agerbo, Esben, Als, Thomas D., Pedersen, Carsten Bøcker, Grove, Jakob, Kupka, Ralph, Regeer, Eline J., Anjorin, Adebayo, Casas, Miquel, Mahon, Pamela B., Allardyce, Judith, Escott-Price, Valentina, Forty, Liz, Fraser, Christine, Kogevinas, Manolis, Frank, Josef, Streit, Fabian, Strohmaier, Jana, Treutlein, Jens, Witt, Stephanie H., Kennedy, James L., Strauss, John S., Garnham, Julie, O'donovan, Claire, Slaney, Claire, Steinberg, Stacy, Thorgeirsson, Thorgeir E., Hautzinger, Martin, Steffens, Michael, Perlis, Roy H., Sánchez-Mora, Cristina, Hipolito, Maria, Lawson, William B., Nwulia, Evaristus A., Levy, Shawn E., Foroud, Tatiana M., Jamain, Stéphane, Young, Allan H., Mckay, James D., Albani, Diego, Zandi, Peter, Potash, James B., Zhang, Peng, Raymond Depaulo, J., Bergen, Sarah E., Juréus, Anders, Karlsson, Robert, Kandaswamy, Radhika, Mcguffin, Peter, Rivera, Margarita, Lissowska, Jolanta, Cruceanu, Cristiana, Lucae, Susanne, Cervantes, Pablo, Budde, Monika, Gade, Katrin, Heilbronner, Urs, Pedersen, Marianne Giørtz, Morris, Derek W., Weickert, Cynthia Shannon, Weickert, Thomas W., Macintyre, Donald J., Lawrence, Jacob, Elvsåshagen, Torbjørn, Smeland, Olav B., Djurovic, Srdjan, Xi, Simon, Green, Elaine K., Czerski, Piotr M., Hauser, Joanna, Xu, Wei, Vedder, Helmut, Oruc, Lilijana, Spijker, Anne T., Gordon, Scott D., Medland, Sarah E., Curtis, David, Mühleisen, Thomas W., Badner, Judith, Scheftner, William A., Sigurdsson, Engilbert, Schork, Nicholas J., Schatzberg, Alan F., Bækvad-Hansen, Marie, Bybjerg-Grauholm, Jonas, Hansen, Christine Søholm, Knowles, James A., Szelinger, Szabolcs, Montgomery, Grant W., Boks, Marco, Adolfsson, Annelie Nordin, Hoffmann, Per, Bauer, Michael, Pfennig, Andrea, Leber, Markus, Kittel-Schneider, Sarah, Reif, Andreas, Del-Favero, Jurgen, Fischer, Sascha B., Herms, Stefan, Reinbold, Céline S., Degenhardt, Franziska, Koller, Anna C., Maaser, Anna, Ori, Anil, Dale, Anders M., Fan, Chun Chieh, Greenwood, Tiffany A., Nievergelt, Caroline M., Shehktman, Tatyana, Shilling, Paul D., Byerley, William, Bunney, William, Alliey-Rodriguez, Ney, Clarke, Toni Kim, Liu, Chunyu, Coryell, William, Akil, Huda, Burmeister, Margit, Flickinger, Matthew, Li, Jun Z., Mcinnis, Melvin G., Meng, Fan, Thompson, Robert C., Watson, Stanley J., Zollner, Sebastian, Guan, Weihua, Green, Melissa J., Craig, David, Sobell, Janet L., Milani, Lili, Gordon-Smith, Katherine, Knott, Sarah V., Perry, Amy, Parra, José Guzman, Mayoral, Fermin, Rivas, Fabio, Rice, John P., Barchas, Jack D., Børglum, Anders D., Mortensen, Preben Bo, Mors, Ole, Grigoroiu-Serbanescu, Maria, Bellivier, Frank, Etain, Bruno, Leboyer, Marion, Ramos-Quiroga, Josep Antoni, Agartz, Ingrid, Amin, Farooq, Azevedo, Maria H., Bass, Nicholas, Black, Donald W., Blackwood, Douglas H.R., Bruggeman, Richard, Buccola, Nancy G., Choudhury, Khalid, Cloninger, C. Robert, Corvin, Aiden, Craddock, Nicholas, Daly, Mark J., Datta, Susmita, Donohoe, Gary J., Duan, Jubao, Dudbridge, Frank, Fanous, Ayman, Freedman, Robert, Freimer, Nelson B., Friedl, Marion, Gill, Michael, Gurling, Hugh, De Haan, Lieuwe, Hamshere, Marian L., Hartmann, Annette M., Holmans, Peter A., Kahn, René S., Keller, Matthew C., Kenny, Elaine, Kirov, George K., Krabbendam, Lydia, Krasucki, Robert, Lencz, Todd, Levinson, Douglas F., Lieberman, Jeffrey A., Lin, Dan Yu, Linszen, Don H., Magnusson, Patrik K.E., Maier, Wolfgang, Malhotra, Anil K., Mattheisen, Manuel, Mattingsdal, Morten, Mccarroll, Steven A., Medeiros, Helena, Melle, Ingrid, Milanova, Vihra, Myin-Germeys, Inez, Neale, Benjamin M., Ophoff, Roel A., Owen, Michael J., Pimm, Jonathan, Purcell, Shaun M., Puri, Vinay, Quested, Digby J., Rossin, Lizzy, Sanders, Alan R., Shi, Jianxin, Sklar, Pamela, St Clair, David, Stroup, T. Scott, Van Os, Jim, Wiersma, Durk, and Zammit, Stanley
Published: 2018

13. Improving genetic prediction by leveraging genetic correlations among human diseases and traits

Author: Maier, Robert M., Zhu, Zhihong, Lee, Sang Hong, Trzaskowski, Maciej, Ruderfer, Douglas M., Stahl, Eli A., Ripke, Stephan, Wray, Naomi R., Yang, Jian, Visscher, Peter M., Robinson, Matthew R., Forstner, Andreas J., Mcquillin, Andrew, Trubetskoy, Vassily, Wang, Weiqing, Wang, Yunpeng, Coleman, Jonathan R.I., Gaspar, Héléna A., De Leeuw, Christiaan A., Whitehead Pavlides, Jennifer M., Olde Loohuis, Loes M., Pers, Tune H., Lee, Phil H., Charney, Alexander W., Dobbyn, Amanda L., Huckins, Laura, Boocock, James, Giambartolomei, Claudia, Roussos, Panos, Mullins, Niamh, Awasthi, Swapnil, Agerbo, Esben, Als, Thomas D., Pedersen, Carsten Bøcker, Grove, Jakob, Kupka, Ralph, Regeer, Eline J., Anjorin, Adebayo, Casas, Miquel, Mahon, Pamela B., Allardyce, Judith, Escott-Price, Valentina, Forty, Liz, Fraser, Christine, Kogevinas, Manolis, Frank, Josef, Streit, Fabian, Strohmaier, Jana, Treutlein, Jens, Witt, Stephanie H., Kennedy, James L., Strauss, John S., Garnham, Julie, O'donovan, Claire, Slaney, Claire, Steinberg, Stacy, Thorgeirsson, Thorgeir E., Hautzinger, Martin, Steffens, Michael, Perlis, Roy H., Sánchez-Mora, Cristina, Hipolito, Maria, Lawson, William B., Nwulia, Evaristus A., Levy, Shawn E., Foroud, Tatiana M., Jamain, Stéphane, Young, Allan H., Mckay, James D., Albani, Diego, Zandi, Peter, Potash, James B., Zhang, Peng, Raymond Depaulo, J., Bergen, Sarah E., Juréus, Anders, Karlsson, Robert, Kandaswamy, Radhika, Mcguffin, Peter, Rivera, Margarita, Lissowska, Jolanta, Cruceanu, Cristiana, Lucae, Susanne, Cervantes, Pablo, Budde, Monika, Gade, Katrin, Heilbronner, Urs, Pedersen, Marianne Giørtz, Morris, Derek W., Weickert, Cynthia Shannon, Weickert, Thomas W., Macintyre, Donald J., Lawrence, Jacob, Elvsåshagen, Torbjørn, Smeland, Olav B., Djurovic, Srdjan, Xi, Simon, Green, Elaine K., Czerski, Piotr M., Hauser, Joanna, Xu, Wei, Vedder, Helmut, Oruc, Lilijana, Spijker, Anne T., Gordon, Scott D., Medland, Sarah E., Curtis, David, Mühleisen, Thomas W., Badner, Judith, Scheftner, William A., Sigurdsson, Engilbert, Schork, Nicholas J., Schatzberg, Alan F., Bækvad-Hansen, Marie, Bybjerg-Grauholm, Jonas, Hansen, Christine Søholm, Knowles, James A., Szelinger, Szabolcs, Montgomery, Grant W., Boks, Marco, Adolfsson, Annelie Nordin, Hoffmann, Per, Bauer, Michael, Pfennig, Andrea, Leber, Markus, Kittel-Schneider, Sarah, Reif, Andreas, Del-Favero, Jurgen, Fischer, Sascha B., Herms, Stefan, Reinbold, Céline S., Degenhardt, Franziska, Koller, Anna C., Maaser, Anna, Ori, Anil, Dale, Anders M., Fan, Chun Chieh, Greenwood, Tiffany A., Nievergelt, Caroline M., Shehktman, Tatyana, Shilling, Paul D., Byerley, William, Bunney, William, Alliey-Rodriguez, Ney, Clarke, Toni Kim, Liu, Chunyu, Coryell, William, Akil, Huda, Burmeister, Margit, Flickinger, Matthew, Li, Jun Z., Mcinnis, Melvin G., Meng, Fan, Thompson, Robert C., Watson, Stanley J., Zollner, Sebastian, Guan, Weihua, Green, Melissa J., Craig, David, Sobell, Janet L., Milani, Lili, Gordon-Smith, Katherine, Knott, Sarah V., Perry, Amy, Parra, José Guzman, Mayoral, Fermin, Rivas, Fabio, Rice, John P., Barchas, Jack D., Børglum, Anders D., Mortensen, Preben Bo, Mors, Ole, Grigoroiu-Serbanescu, Maria, Bellivier, Frank, Etain, Bruno, Leboyer, Marion, Ramos-Quiroga, Josep Antoni, Agartz, Ingrid, Amin, Farooq, Azevedo, Maria H., Bass, Nicholas, Black, Donald W., Blackwood, Douglas H.R., Bruggeman, Richard, Buccola, Nancy G., Choudhury, Khalid, Cloninger, C. Robert, Corvin, Aiden, Craddock, Nicholas, Daly, Mark J., Datta, Susmita, Donohoe, Gary J., Duan, Jubao, Dudbridge, Frank, Fanous, Ayman, Freedman, Robert, Freimer, Nelson B., Friedl, Marion, Gill, Michael, Gurling, Hugh, De Haan, Lieuwe, Hamshere, Marian L., Hartmann, Annette M., Holmans, Peter A., Kahn, René S., Keller, Matthew C., Kenny, Elaine, Kirov, George K., Krabbendam, Lydia, Krasucki, Robert, Lencz, Todd, Levinson, Douglas F., Lieberman, Jeffrey A., Lin, Dan Yu, Linszen, Don H., Magnusson, Patrik K.E., Maier, Wolfgang, Malhotra, Anil K., Mattheisen, Manuel, Mattingsdal, Morten, Mccarroll, Steven A., Medeiros, Helena, Melle, Ingrid, Milanova, Vihra, Myin-Germeys, Inez, Neale, Benjamin M., Ophoff, Roel A., Owen, Michael J., Pimm, Jonathan, Purcell, Shaun M., Puri, Vinay, Quested, Digby J., Rossin, Lizzy, Sanders, Alan R., Shi, Jianxin, Sklar, Pamela, St Clair, David, Stroup, T. Scott, Van Os, Jim, Wiersma, Durk, Zammit, Stanley, Maier, Robert M., Zhu, Zhihong, Lee, Sang Hong, Trzaskowski, Maciej, Ruderfer, Douglas M., Stahl, Eli A., Ripke, Stephan, Wray, Naomi R., Yang, Jian, Visscher, Peter M., Robinson, Matthew R., Forstner, Andreas J., Mcquillin, Andrew, Trubetskoy, Vassily, Wang, Weiqing, Wang, Yunpeng, Coleman, Jonathan R.I., Gaspar, Héléna A., De Leeuw, Christiaan A., Whitehead Pavlides, Jennifer M., Olde Loohuis, Loes M., Pers, Tune H., Lee, Phil H., Charney, Alexander W., Dobbyn, Amanda L., Huckins, Laura, Boocock, James, Giambartolomei, Claudia, Roussos, Panos, Mullins, Niamh, Awasthi, Swapnil, Agerbo, Esben, Als, Thomas D., Pedersen, Carsten Bøcker, Grove, Jakob, Kupka, Ralph, Regeer, Eline J., Anjorin, Adebayo, Casas, Miquel, Mahon, Pamela B., Allardyce, Judith, Escott-Price, Valentina, Forty, Liz, Fraser, Christine, Kogevinas, Manolis, Frank, Josef, Streit, Fabian, Strohmaier, Jana, Treutlein, Jens, Witt, Stephanie H., Kennedy, James L., Strauss, John S., Garnham, Julie, O'donovan, Claire, Slaney, Claire, Steinberg, Stacy, Thorgeirsson, Thorgeir E., Hautzinger, Martin, Steffens, Michael, Perlis, Roy H., Sánchez-Mora, Cristina, Hipolito, Maria, Lawson, William B., Nwulia, Evaristus A., Levy, Shawn E., Foroud, Tatiana M., Jamain, Stéphane, Young, Allan H., Mckay, James D., Albani, Diego, Zandi, Peter, Potash, James B., Zhang, Peng, Raymond Depaulo, J., Bergen, Sarah E., Juréus, Anders, Karlsson, Robert, Kandaswamy, Radhika, Mcguffin, Peter, Rivera, Margarita, Lissowska, Jolanta, Cruceanu, Cristiana, Lucae, Susanne, Cervantes, Pablo, Budde, Monika, Gade, Katrin, Heilbronner, Urs, Pedersen, Marianne Giørtz, Morris, Derek W., Weickert, Cynthia Shannon, Weickert, Thomas W., Macintyre, Donald J., Lawrence, Jacob, Elvsåshagen, Torbjørn, Smeland, Olav B., Djurovic, Srdjan, Xi, Simon, Green, Elaine K., Czerski, Piotr M., Hauser, Joanna, Xu, Wei, Vedder, Helmut, Oruc, Lilijana, Spijker, Anne T., Gordon, Scott D., Medland, Sarah E., Curtis, David, Mühleisen, Thomas W., Badner, Judith, Scheftner, William A., Sigurdsson, Engilbert, Schork, Nicholas J., Schatzberg, Alan F., Bækvad-Hansen, Marie, Bybjerg-Grauholm, Jonas, Hansen, Christine Søholm, Knowles, James A., Szelinger, Szabolcs, Montgomery, Grant W., Boks, Marco, Adolfsson, Annelie Nordin, Hoffmann, Per, Bauer, Michael, Pfennig, Andrea, Leber, Markus, Kittel-Schneider, Sarah, Reif, Andreas, Del-Favero, Jurgen, Fischer, Sascha B., Herms, Stefan, Reinbold, Céline S., Degenhardt, Franziska, Koller, Anna C., Maaser, Anna, Ori, Anil, Dale, Anders M., Fan, Chun Chieh, Greenwood, Tiffany A., Nievergelt, Caroline M., Shehktman, Tatyana, Shilling, Paul D., Byerley, William, Bunney, William, Alliey-Rodriguez, Ney, Clarke, Toni Kim, Liu, Chunyu, Coryell, William, Akil, Huda, Burmeister, Margit, Flickinger, Matthew, Li, Jun Z., Mcinnis, Melvin G., Meng, Fan, Thompson, Robert C., Watson, Stanley J., Zollner, Sebastian, Guan, Weihua, Green, Melissa J., Craig, David, Sobell, Janet L., Milani, Lili, Gordon-Smith, Katherine, Knott, Sarah V., Perry, Amy, Parra, José Guzman, Mayoral, Fermin, Rivas, Fabio, Rice, John P., Barchas, Jack D., Børglum, Anders D., Mortensen, Preben Bo, Mors, Ole, Grigoroiu-Serbanescu, Maria, Bellivier, Frank, Etain, Bruno, Leboyer, Marion, Ramos-Quiroga, Josep Antoni, Agartz, Ingrid, Amin, Farooq, Azevedo, Maria H., Bass, Nicholas, Black, Donald W., Blackwood, Douglas H.R., Bruggeman, Richard, Buccola, Nancy G., Choudhury, Khalid, Cloninger, C. Robert, Corvin, Aiden, Craddock, Nicholas, Daly, Mark J., Datta, Susmita, Donohoe, Gary J., Duan, Jubao, Dudbridge, Frank, Fanous, Ayman, Freedman, Robert, Freimer, Nelson B., Friedl, Marion, Gill, Michael, Gurling, Hugh, De Haan, Lieuwe, Hamshere, Marian L., Hartmann, Annette M., Holmans, Peter A., Kahn, René S., Keller, Matthew C., Kenny, Elaine, Kirov, George K., Krabbendam, Lydia, Krasucki, Robert, Lencz, Todd, Levinson, Douglas F., Lieberman, Jeffrey A., Lin, Dan Yu, Linszen, Don H., Magnusson, Patrik K.E., Maier, Wolfgang, Malhotra, Anil K., Mattheisen, Manuel, Mattingsdal, Morten, Mccarroll, Steven A., Medeiros, Helena, Melle, Ingrid, Milanova, Vihra, Myin-Germeys, Inez, Neale, Benjamin M., Ophoff, Roel A., Owen, Michael J., Pimm, Jonathan, Purcell, Shaun M., Puri, Vinay, Quested, Digby J., Rossin, Lizzy, Sanders, Alan R., Shi, Jianxin, Sklar, Pamela, St Clair, David, Stroup, T. Scott, Van Os, Jim, Wiersma, Durk, and Zammit, Stanley
Published: 2018

14. Improving genetic prediction by leveraging genetic correlations among human diseases and traits

Author: Onderzoeksgroep 2, Brain, Onderzoeksgroep 11, Hersenen-Bedrijfsvoering, Maier, Robert M., Zhu, Zhihong, Lee, Sang Hong, Trzaskowski, Maciej, Ruderfer, Douglas M., Stahl, Eli A., Ripke, Stephan, Wray, Naomi R., Yang, Jian, Visscher, Peter M., Robinson, Matthew R., Forstner, Andreas J., Mcquillin, Andrew, Trubetskoy, Vassily, Wang, Weiqing, Wang, Yunpeng, Coleman, Jonathan R.I., Gaspar, Héléna A., De Leeuw, Christiaan A., Whitehead Pavlides, Jennifer M., Olde Loohuis, Loes M., Pers, Tune H., Lee, Phil H., Charney, Alexander W., Dobbyn, Amanda L., Huckins, Laura, Boocock, James, Giambartolomei, Claudia, Roussos, Panos, Mullins, Niamh, Awasthi, Swapnil, Agerbo, Esben, Als, Thomas D., Pedersen, Carsten Bøcker, Grove, Jakob, Kupka, Ralph, Regeer, Eline J., Anjorin, Adebayo, Casas, Miquel, Mahon, Pamela B., Allardyce, Judith, Escott-Price, Valentina, Forty, Liz, Fraser, Christine, Kogevinas, Manolis, Frank, Josef, Streit, Fabian, Strohmaier, Jana, Treutlein, Jens, Witt, Stephanie H., Kennedy, James L., Strauss, John S., Garnham, Julie, O'donovan, Claire, Slaney, Claire, Steinberg, Stacy, Thorgeirsson, Thorgeir E., Hautzinger, Martin, Steffens, Michael, Perlis, Roy H., Sánchez-Mora, Cristina, Hipolito, Maria, Lawson, William B., Nwulia, Evaristus A., Levy, Shawn E., Foroud, Tatiana M., Jamain, Stéphane, Young, Allan H., Mckay, James D., Albani, Diego, Zandi, Peter, Potash, James B., Zhang, Peng, Raymond Depaulo, J., Bergen, Sarah E., Juréus, Anders, Karlsson, Robert, Kandaswamy, Radhika, Mcguffin, Peter, Rivera, Margarita, Lissowska, Jolanta, Cruceanu, Cristiana, Lucae, Susanne, Cervantes, Pablo, Budde, Monika, Gade, Katrin, Heilbronner, Urs, Pedersen, Marianne Giørtz, Morris, Derek W., Weickert, Cynthia Shannon, Weickert, Thomas W., Macintyre, Donald J., Lawrence, Jacob, Elvsåshagen, Torbjørn, Smeland, Olav B., Djurovic, Srdjan, Xi, Simon, Green, Elaine K., Czerski, Piotr M., Hauser, Joanna, Xu, Wei, Vedder, Helmut, Oruc, Lilijana, Spijker, Anne T., Gordon, Scott D., Medland, Sarah E., Curtis, David, Mühleisen, Thomas W., Badner, Judith, Scheftner, William A., Sigurdsson, Engilbert, Schork, Nicholas J., Schatzberg, Alan F., Bækvad-Hansen, Marie, Bybjerg-Grauholm, Jonas, Hansen, Christine Søholm, Knowles, James A., Szelinger, Szabolcs, Montgomery, Grant W., Boks, Marco, Adolfsson, Annelie Nordin, Hoffmann, Per, Bauer, Michael, Pfennig, Andrea, Leber, Markus, Kittel-Schneider, Sarah, Reif, Andreas, Del-Favero, Jurgen, Fischer, Sascha B., Herms, Stefan, Reinbold, Céline S., Degenhardt, Franziska, Koller, Anna C., Maaser, Anna, Ori, Anil, Dale, Anders M., Fan, Chun Chieh, Greenwood, Tiffany A., Nievergelt, Caroline M., Shehktman, Tatyana, Shilling, Paul D., Byerley, William, Bunney, William, Alliey-Rodriguez, Ney, Clarke, Toni Kim, Liu, Chunyu, Coryell, William, Akil, Huda, Burmeister, Margit, Flickinger, Matthew, Li, Jun Z., Mcinnis, Melvin G., Meng, Fan, Thompson, Robert C., Watson, Stanley J., Zollner, Sebastian, Guan, Weihua, Green, Melissa J., Craig, David, Sobell, Janet L., Milani, Lili, Gordon-Smith, Katherine, Knott, Sarah V., Perry, Amy, Parra, José Guzman, Mayoral, Fermin, Rivas, Fabio, Rice, John P., Barchas, Jack D., Børglum, Anders D., Mortensen, Preben Bo, Mors, Ole, Grigoroiu-Serbanescu, Maria, Bellivier, Frank, Etain, Bruno, Leboyer, Marion, Ramos-Quiroga, Josep Antoni, Agartz, Ingrid, Amin, Farooq, Azevedo, Maria H., Bass, Nicholas, Black, Donald W., Blackwood, Douglas H.R., Bruggeman, Richard, Buccola, Nancy G., Choudhury, Khalid, Cloninger, C. Robert, Corvin, Aiden, Craddock, Nicholas, Daly, Mark J., Datta, Susmita, Donohoe, Gary J., Duan, Jubao, Dudbridge, Frank, Fanous, Ayman, Freedman, Robert, Freimer, Nelson B., Friedl, Marion, Gill, Michael, Gurling, Hugh, De Haan, Lieuwe, Hamshere, Marian L., Hartmann, Annette M., Holmans, Peter A., Kahn, René S., Keller, Matthew C., Kenny, Elaine, Kirov, George K., Krabbendam, Lydia, Krasucki, Robert, Lencz, Todd, Levinson, Douglas F., Lieberman, Jeffrey A., Lin, Dan Yu, Linszen, Don H., Magnusson, Patrik K.E., Maier, Wolfgang, Malhotra, Anil K., Mattheisen, Manuel, Mattingsdal, Morten, Mccarroll, Steven A., Medeiros, Helena, Melle, Ingrid, Milanova, Vihra, Myin-Germeys, Inez, Neale, Benjamin M., Ophoff, Roel A., Owen, Michael J., Pimm, Jonathan, Purcell, Shaun M., Puri, Vinay, Quested, Digby J., Rossin, Lizzy, Sanders, Alan R., Shi, Jianxin, Sklar, Pamela, St Clair, David, Stroup, T. Scott, Van Os, Jim, Wiersma, Durk, Zammit, Stanley, Onderzoeksgroep 2, Brain, Onderzoeksgroep 11, Hersenen-Bedrijfsvoering, Maier, Robert M., Zhu, Zhihong, Lee, Sang Hong, Trzaskowski, Maciej, Ruderfer, Douglas M., Stahl, Eli A., Ripke, Stephan, Wray, Naomi R., Yang, Jian, Visscher, Peter M., Robinson, Matthew R., Forstner, Andreas J., Mcquillin, Andrew, Trubetskoy, Vassily, Wang, Weiqing, Wang, Yunpeng, Coleman, Jonathan R.I., Gaspar, Héléna A., De Leeuw, Christiaan A., Whitehead Pavlides, Jennifer M., Olde Loohuis, Loes M., Pers, Tune H., Lee, Phil H., Charney, Alexander W., Dobbyn, Amanda L., Huckins, Laura, Boocock, James, Giambartolomei, Claudia, Roussos, Panos, Mullins, Niamh, Awasthi, Swapnil, Agerbo, Esben, Als, Thomas D., Pedersen, Carsten Bøcker, Grove, Jakob, Kupka, Ralph, Regeer, Eline J., Anjorin, Adebayo, Casas, Miquel, Mahon, Pamela B., Allardyce, Judith, Escott-Price, Valentina, Forty, Liz, Fraser, Christine, Kogevinas, Manolis, Frank, Josef, Streit, Fabian, Strohmaier, Jana, Treutlein, Jens, Witt, Stephanie H., Kennedy, James L., Strauss, John S., Garnham, Julie, O'donovan, Claire, Slaney, Claire, Steinberg, Stacy, Thorgeirsson, Thorgeir E., Hautzinger, Martin, Steffens, Michael, Perlis, Roy H., Sánchez-Mora, Cristina, Hipolito, Maria, Lawson, William B., Nwulia, Evaristus A., Levy, Shawn E., Foroud, Tatiana M., Jamain, Stéphane, Young, Allan H., Mckay, James D., Albani, Diego, Zandi, Peter, Potash, James B., Zhang, Peng, Raymond Depaulo, J., Bergen, Sarah E., Juréus, Anders, Karlsson, Robert, Kandaswamy, Radhika, Mcguffin, Peter, Rivera, Margarita, Lissowska, Jolanta, Cruceanu, Cristiana, Lucae, Susanne, Cervantes, Pablo, Budde, Monika, Gade, Katrin, Heilbronner, Urs, Pedersen, Marianne Giørtz, Morris, Derek W., Weickert, Cynthia Shannon, Weickert, Thomas W., Macintyre, Donald J., Lawrence, Jacob, Elvsåshagen, Torbjørn, Smeland, Olav B., Djurovic, Srdjan, Xi, Simon, Green, Elaine K., Czerski, Piotr M., Hauser, Joanna, Xu, Wei, Vedder, Helmut, Oruc, Lilijana, Spijker, Anne T., Gordon, Scott D., Medland, Sarah E., Curtis, David, Mühleisen, Thomas W., Badner, Judith, Scheftner, William A., Sigurdsson, Engilbert, Schork, Nicholas J., Schatzberg, Alan F., Bækvad-Hansen, Marie, Bybjerg-Grauholm, Jonas, Hansen, Christine Søholm, Knowles, James A., Szelinger, Szabolcs, Montgomery, Grant W., Boks, Marco, Adolfsson, Annelie Nordin, Hoffmann, Per, Bauer, Michael, Pfennig, Andrea, Leber, Markus, Kittel-Schneider, Sarah, Reif, Andreas, Del-Favero, Jurgen, Fischer, Sascha B., Herms, Stefan, Reinbold, Céline S., Degenhardt, Franziska, Koller, Anna C., Maaser, Anna, Ori, Anil, Dale, Anders M., Fan, Chun Chieh, Greenwood, Tiffany A., Nievergelt, Caroline M., Shehktman, Tatyana, Shilling, Paul D., Byerley, William, Bunney, William, Alliey-Rodriguez, Ney, Clarke, Toni Kim, Liu, Chunyu, Coryell, William, Akil, Huda, Burmeister, Margit, Flickinger, Matthew, Li, Jun Z., Mcinnis, Melvin G., Meng, Fan, Thompson, Robert C., Watson, Stanley J., Zollner, Sebastian, Guan, Weihua, Green, Melissa J., Craig, David, Sobell, Janet L., Milani, Lili, Gordon-Smith, Katherine, Knott, Sarah V., Perry, Amy, Parra, José Guzman, Mayoral, Fermin, Rivas, Fabio, Rice, John P., Barchas, Jack D., Børglum, Anders D., Mortensen, Preben Bo, Mors, Ole, Grigoroiu-Serbanescu, Maria, Bellivier, Frank, Etain, Bruno, Leboyer, Marion, Ramos-Quiroga, Josep Antoni, Agartz, Ingrid, Amin, Farooq, Azevedo, Maria H., Bass, Nicholas, Black, Donald W., Blackwood, Douglas H.R., Bruggeman, Richard, Buccola, Nancy G., Choudhury, Khalid, Cloninger, C. Robert, Corvin, Aiden, Craddock, Nicholas, Daly, Mark J., Datta, Susmita, Donohoe, Gary J., Duan, Jubao, Dudbridge, Frank, Fanous, Ayman, Freedman, Robert, Freimer, Nelson B., Friedl, Marion, Gill, Michael, Gurling, Hugh, De Haan, Lieuwe, Hamshere, Marian L., Hartmann, Annette M., Holmans, Peter A., Kahn, René S., Keller, Matthew C., Kenny, Elaine, Kirov, George K., Krabbendam, Lydia, Krasucki, Robert, Lencz, Todd, Levinson, Douglas F., Lieberman, Jeffrey A., Lin, Dan Yu, Linszen, Don H., Magnusson, Patrik K.E., Maier, Wolfgang, Malhotra, Anil K., Mattheisen, Manuel, Mattingsdal, Morten, Mccarroll, Steven A., Medeiros, Helena, Melle, Ingrid, Milanova, Vihra, Myin-Germeys, Inez, Neale, Benjamin M., Ophoff, Roel A., Owen, Michael J., Pimm, Jonathan, Purcell, Shaun M., Puri, Vinay, Quested, Digby J., Rossin, Lizzy, Sanders, Alan R., Shi, Jianxin, Sklar, Pamela, St Clair, David, Stroup, T. Scott, Van Os, Jim, Wiersma, Durk, and Zammit, Stanley
Published: 2018

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14 results on '"Xi, Simon"'

1. Genome-wide association study of more than 40,000 bipolar disorder cases provides new insights into the underlying biology

2. Bipolar multiplex families have an increased burden of common risk variants for psychiatric disorders

3. Genome-wide association study of more than 40,000 bipolar disorder cases provides new insights into the underlying biology

4. Genome-wide association study of more than 40,000 bipolar disorder cases provides new insights into the underlying biology

5. Profiling Microglia From Alzheimer’s Disease Donors and Non-demented Elderly in Acute Human Postmortem Cortical Tissue

6. Profiling Microglia From Alzheimer’s Disease Donors and Non-demented Elderly in Acute Human Postmortem Cortical Tissue

7. Profiling Microglia From Alzheimer’s Disease Donors and Non-demented Elderly in Acute Human Postmortem Cortical Tissue

8. Genome-wide association study identifies 30 loci associated with bipolar disorder

9. Association of Polygenic Liabilities for Major Depression, Bipolar Disorder, and Schizophrenia With Risk for Depression in the Danish Population

10. Association of Polygenic Liabilities for Major Depression, Bipolar Disorder, and Schizophrenia With Risk for Depression in the Danish Population

11. Improving genetic prediction by leveraging genetic correlations among human diseases and traits

12. Improving genetic prediction by leveraging genetic correlations among human diseases and traits

13. Improving genetic prediction by leveraging genetic correlations among human diseases and traits

14. Improving genetic prediction by leveraging genetic correlations among human diseases and traits

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14 results on '"Xi, Simon"'

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