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2. Author Correction: Study of 300,486 individuals identifies 148 independent genetic loci influencing general cognitive function.

Author

Davies, Gail, Lam, Max, Harris, Sarah E, Trampush, Joey W, Luciano, Michelle, Hill, W David, Hagenaars, Saskia P, Ritchie, Stuart J, Marioni, Riccardo E, Fawns-Ritchie, Chloe, Liewald, David CM, Okely, Judith A, Ahola-Olli, Ari V, Barnes, Catriona LK, Bertram, Lars, Bis, Joshua C, Burdick, Katherine E, Christoforou, Andrea, DeRosse, Pamela, Djurovic, Srdjan, Espeseth, Thomas, Giakoumaki, Stella, Giddaluru, Sudheer, Gustavson, Daniel E, Hayward, Caroline, Hofer, Edith, Ikram, M Arfan, Karlsson, Robert, Knowles, Emma, Lahti, Jari, Leber, Markus, Li, Shuo, Mather, Karen A, Melle, Ingrid, Morris, Derek, Oldmeadow, Christopher, Palviainen, Teemu, Payton, Antony, Pazoki, Raha, Petrovic, Katja, Reynolds, Chandra A, Sargurupremraj, Muralidharan, Scholz, Markus, Smith, Jennifer A, Smith, Albert V, Terzikhan, Natalie, Thalamuthu, Anbupalam, Trompet, Stella, van der Lee, Sven J, Ware, Erin B, Windham, B Gwen, Wright, Margaret J, Yang, Jingyun, Yu, Jin, Ames, David, Amin, Najaf, Amouyel, Philippe, Andreassen, Ole A, Armstrong, Nicola J, Assareh, Amelia A, Attia, John R, Attix, Deborah, Avramopoulos, Dimitrios, Bennett, David A, Böhmer, Anne C, Boyle, Patricia A, Brodaty, Henry, Campbell, Harry, Cannon, Tyrone D, Cirulli, Elizabeth T, Congdon, Eliza, Conley, Emily Drabant, Corley, Janie, Cox, Simon R, Dale, Anders M, Dehghan, Abbas, Dick, Danielle, Dickinson, Dwight, Eriksson, Johan G, Evangelou, Evangelos, Faul, Jessica D, Ford, Ian, Freimer, Nelson A, Gao, He, Giegling, Ina, Gillespie, Nathan A, Gordon, Scott D, Gottesman, Rebecca F, Griswold, Michael E, Gudnason, Vilmundur, Harris, Tamara B, Hartmann, Annette M, Hatzimanolis, Alex, Heiss, Gerardo, Holliday, Elizabeth G, Joshi, Peter K, Kähönen, Mika, Kardia, Sharon LR, Karlsson, Ida, and Kleineidam, Luca

Abstract

Christina M. Lill, who contributed to analysis of data, was inadvertently omitted from the author list in the originally published version of this article. This has now been corrected in both the PDF and HTML versions of the article.

Published
2019

3. Study of 300,486 individuals identifies 148 independent genetic loci influencing general cognitive function.

Author

Davies, Gail, Lam, Max, Harris, Sarah E, Trampush, Joey W, Luciano, Michelle, Hill, W David, Hagenaars, Saskia P, Ritchie, Stuart J, Marioni, Riccardo E, Fawns-Ritchie, Chloe, Liewald, David CM, Okely, Judith A, Ahola-Olli, Ari V, Barnes, Catriona LK, Bertram, Lars, Bis, Joshua C, Burdick, Katherine E, Christoforou, Andrea, DeRosse, Pamela, Djurovic, Srdjan, Espeseth, Thomas, Giakoumaki, Stella, Giddaluru, Sudheer, Gustavson, Daniel E, Hayward, Caroline, Hofer, Edith, Ikram, M Arfan, Karlsson, Robert, Knowles, Emma, Lahti, Jari, Leber, Markus, Li, Shuo, Mather, Karen A, Melle, Ingrid, Morris, Derek, Oldmeadow, Christopher, Palviainen, Teemu, Payton, Antony, Pazoki, Raha, Petrovic, Katja, Reynolds, Chandra A, Sargurupremraj, Muralidharan, Scholz, Markus, Smith, Jennifer A, Smith, Albert V, Terzikhan, Natalie, Thalamuthu, Anbupalam, Trompet, Stella, van der Lee, Sven J, Ware, Erin B, Windham, B Gwen, Wright, Margaret J, Yang, Jingyun, Yu, Jin, Ames, David, Amin, Najaf, Amouyel, Philippe, Andreassen, Ole A, Armstrong, Nicola J, Assareh, Amelia A, Attia, John R, Attix, Deborah, Avramopoulos, Dimitrios, Bennett, David A, Böhmer, Anne C, Boyle, Patricia A, Brodaty, Henry, Campbell, Harry, Cannon, Tyrone D, Cirulli, Elizabeth T, Congdon, Eliza, Conley, Emily Drabant, Corley, Janie, Cox, Simon R, Dale, Anders M, Dehghan, Abbas, Dick, Danielle, Dickinson, Dwight, Eriksson, Johan G, Evangelou, Evangelos, Faul, Jessica D, Ford, Ian, Freimer, Nelson A, Gao, He, Giegling, Ina, Gillespie, Nathan A, Gordon, Scott D, Gottesman, Rebecca F, Griswold, Michael E, Gudnason, Vilmundur, Harris, Tamara B, Hartmann, Annette M, Hatzimanolis, Alex, Heiss, Gerardo, Holliday, Elizabeth G, Joshi, Peter K, Kähönen, Mika, Kardia, Sharon LR, Karlsson, Ida, and Kleineidam, Luca

Subjects
Humans, Neurodegenerative Diseases, Genetic Predisposition to Disease, Cognition, Reaction Time, Mental Disorders, Multifactorial Inheritance, Polymorphism, Single Nucleotide, Adolescent, Adult, Aged, Aged, 80 and over, Middle Aged, Young Adult, Genetic Loci, Neurodevelopmental Disorders, Prevention, Behavioral and Social Science, Mental Health, Neurosciences, Biotechnology, Genetics, Human Genome, Neurological, Mental health
Abstract

General cognitive function is a prominent and relatively stable human trait that is associated with many important life outcomes. We combine cognitive and genetic data from the CHARGE and COGENT consortia, and UK Biobank (total N = 300,486; age 16-102) and find 148 genome-wide significant independent loci (P

Published
2018

4. The effect of increased genetic risk for Alzheimer's disease on hippocampal and amygdala volume

Author

Lupton, Michelle K, Strike, Lachlan, Hansell, Narelle K, Wen, Wei, Mather, Karen A, Armstrong, Nicola J, Thalamuthu, Anbupalam, McMahon, Katie L, de Zubicaray, Greig I, Assareh, Amelia A, Simmons, Andrew, Proitsi, Petroula, Powell, John F, Montgomery, Grant W, Hibar, Derrek P, Westman, Eric, Tsolaki, Magda, Kloszewska, Iwona, Soininen, Hilkka, Mecocci, Patrizia, Velas, Bruno, Lovestone, Simon, Initiative, the Alzheimer's Disease Neuroimaging, Brodaty, Henry, Ames, David, Trollor, Julian N, Martin, Nicholas G, Thompson, Paul M, Sachdev, Perminder S, and Wright, Margaret J

Subjects
Biological Psychology, Psychology, Genetic Testing, Dementia, Neurosciences, Aging, Clinical Research, Alzheimer's Disease, Genetics, Brain Disorders, Neurodegenerative, Prevention, Acquired Cognitive Impairment, Alzheimer's Disease including Alzheimer's Disease Related Dementias (AD/ADRD), 2.1 Biological and endogenous factors, Aetiology, Neurological, Adolescent, Adult, Aged, Aged, 80 and over, Alzheimer Disease, Amygdala, Apolipoproteins E, Case-Control Studies, Cognitive Dysfunction, Cohort Studies, Female, Genetic Association Studies, Hippocampus, Humans, Magnetic Resonance Imaging, Male, Membrane Glycoproteins, Middle Aged, Receptors, Immunologic, Risk, Young Adult, Alzheimer's disease, Polygenic risk score, APOE, TREM2, Alzheimer's Disease Neuroimaging Initiative, Clinical Sciences, Neurology & Neurosurgery, Biological psychology
Abstract

Reduction in hippocampal and amygdala volume measured via structural magnetic resonance imaging is an early marker of Alzheimer's disease (AD). Whether genetic risk factors for AD exert an effect on these subcortical structures independent of clinical status has not been fully investigated. We examine whether increased genetic risk for AD influences hippocampal and amygdala volumes in case-control and population cohorts at different ages, in 1674 older (aged >53 years; 17% AD, 39% mild cognitive impairment [MCI]) and 467 young (16-30 years) adults. An AD polygenic risk score combining common risk variants excluding apolipoprotein E (APOE), and a single nucleotide polymorphism in TREM2, were both associated with reduced hippocampal volume in healthy older adults and those with MCI. APOE ε4 was associated with hippocampal and amygdala volume in those with AD and MCI but was not associated in healthy older adults. No associations were found in young adults. Genetic risk for AD affects the hippocampus before the clinical symptoms of AD, reflecting a neurodegenerative effect before clinical manifestations in older adults.

Published
2016

5. Common genetic variants influence human subcortical brain structures

Author

Hibar, Derrek P, Stein, Jason L, Renteria, Miguel E, Arias-Vasquez, Alejandro, Desrivières, Sylvane, Jahanshad, Neda, Toro, Roberto, Wittfeld, Katharina, Abramovic, Lucija, Andersson, Micael, Aribisala, Benjamin S, Armstrong, Nicola J, Bernard, Manon, Bohlken, Marc M, Boks, Marco P, Bralten, Janita, Brown, Andrew A, Mallar Chakravarty, M, Chen, Qiang, Ching, Christopher RK, Cuellar-Partida, Gabriel, den Braber, Anouk, Giddaluru, Sudheer, Goldman, Aaron L, Grimm, Oliver, Guadalupe, Tulio, Hass, Johanna, Woldehawariat, Girma, Holmes, Avram J, Hoogman, Martine, Janowitz, Deborah, Jia, Tianye, Kim, Sungeun, Klein, Marieke, Kraemer, Bernd, Lee, Phil H, Olde Loohuis, Loes M, Luciano, Michelle, Macare, Christine, Mather, Karen A, Mattheisen, Manuel, Milaneschi, Yuri, Nho, Kwangsik, Papmeyer, Martina, Ramasamy, Adaikalavan, Risacher, Shannon L, Roiz-Santiañez, Roberto, Rose, Emma J, Salami, Alireza, Sämann, Philipp G, Schmaal, Lianne, Schork, Andrew J, Shin, Jean, Strike, Lachlan T, Teumer, Alexander, van Donkelaar, Marjolein MJ, van Eijk, Kristel R, Walters, Raymond K, Westlye, Lars T, Whelan, Christopher D, Winkler, Anderson M, Zwiers, Marcel P, Alhusaini, Saud, Athanasiu, Lavinia, Ehrlich, Stefan, Hakobjan, Marina MH, Hartberg, Cecilie B, Haukvik, Unn K, Heister, Angelien JGAM, Hoehn, David, Kasperaviciute, Dalia, Liewald, David CM, Lopez, Lorna M, Makkinje, Remco RR, Matarin, Mar, Naber, Marlies AM, Reese McKay, D, Needham, Margaret, Nugent, Allison C, Pütz, Benno, Royle, Natalie A, Shen, Li, Sprooten, Emma, Trabzuni, Daniah, van der Marel, Saskia SL, van Hulzen, Kimm JE, Walton, Esther, Wolf, Christiane, Almasy, Laura, Ames, David, Arepalli, Sampath, Assareh, Amelia A, Bastin, Mark E, Brodaty, Henry, Bulayeva, Kazima B, Carless, Melanie A, Cichon, Sven, Corvin, Aiden, Curran, Joanne E, and Czisch, Michael

Subjects
Biological Psychology, Biological Sciences, Genetics, Psychology, Brain Disorders, Human Genome, Mental Health, Neurosciences, 2.1 Biological and endogenous factors, 1.1 Normal biological development and functioning, Neurological, Mental health, Adolescent, Adult, Aged, Aged, 80 and over, Aging, Apoptosis, Brain, Caudate Nucleus, Child, Female, Gene Expression Regulation, Developmental, Genetic Loci, Genetic Variation, Genome-Wide Association Study, Hippocampus, Humans, Magnetic Resonance Imaging, Male, Membrane Proteins, Middle Aged, Organ Size, Putamen, Sex Characteristics, Skull, Young Adult, Alzheimer’s Disease Neuroimaging Initiative, CHARGE Consortium, EPIGEN, IMAGEN, SYS, General Science & Technology
Abstract

The highly complex structure of the human brain is strongly shaped by genetic influences. Subcortical brain regions form circuits with cortical areas to coordinate movement, learning, memory and motivation, and altered circuits can lead to abnormal behaviour and disease. To investigate how common genetic variants affect the structure of these brain regions, here we conduct genome-wide association studies of the volumes of seven subcortical regions and the intracranial volume derived from magnetic resonance images of 30,717 individuals from 50 cohorts. We identify five novel genetic variants influencing the volumes of the putamen and caudate nucleus. We also find stronger evidence for three loci with previously established influences on hippocampal volume and intracranial volume. These variants show specific volumetric effects on brain structures rather than global effects across structures. The strongest effects were found for the putamen, where a novel intergenic locus with replicable influence on volume (rs945270; P = 1.08 × 10(-33); 0.52% variance explained) showed evidence of altering the expression of the KTN1 gene in both brain and blood tissue. Variants influencing putamen volume clustered near developmental genes that regulate apoptosis, axon guidance and vesicle transport. Identification of these genetic variants provides insight into the causes of variability in human brain development, and may help to determine mechanisms of neuropsychiatric dysfunction.

Published
2015

6. Effects of Zinc Supplementation on Inflammatory Status and Nonalcoholic Steatohepatitis in Overweight or Obese Children: a Randomized Clinical Trial

Author

Ostadmohammadi, Vahidreza, primary, Namazi, Mohammad Javad, additional, Rezasoltani, Mahsa, additional, Kheirkhah, Davood, additional, Rajabi, Mohammad, additional, Sharif, Alireza, additional, Taghavi Ardakani, Abbas, additional, Raygan, Fariba, additional, Assareh, Amelia A., additional, and Sharif, Mohammad Reza, additional

Published
2023
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7. Genetic architecture of subcortical brain structures in 38,851 individuals

Author

Satizabal, Claudia L., Adams, Hieab H. H., Hibar, Derrek P., White, Charles C., Knol, Maria J., Stein, Jason L., Scholz, Markus, Sargurupremraj, Muralidharan, Jahanshad, Neda, Roshchupkin, Gennady V., Smith, Albert V., Bis, Joshua C., Jian, Xueqiu, Luciano, Michelle, Hofer, Edith, Teumer, Alexander, van der Lee, Sven J., Yang, Jingyun, Yanek, Lisa R., Lee, Tom V., Li, Shuo, Hu, Yanhui, Koh, Jia Yu, Eicher, John D., Desrivières, Sylvane, Arias-Vasquez, Alejandro, Chauhan, Ganesh, Athanasiu, Lavinia, Rentería, Miguel E., Kim, Sungeun, Hoehn, David, Armstrong, Nicola J., Chen, Qiang, Holmes, Avram J., den Braber, Anouk, Kloszewska, Iwona, Andersson, Micael, Espeseth, Thomas, Grimm, Oliver, Abramovic, Lucija, Alhusaini, Saud, Milaneschi, Yuri, Papmeyer, Martina, Axelsson, Tomas, Ehrlich, Stefan, Roiz-Santiañez, Roberto, Kraemer, Bernd, Håberg, Asta K., Jones, Hannah J., Pike, G. Bruce, Stein, Dan J., Stevens, Allison, Bralten, Janita, Vernooij, Meike W., Harris, Tamara B., Filippi, Irina, Witte, A. Veronica, Guadalupe, Tulio, Wittfeld, Katharina, Mosley, Thomas H., Becker, James T., Doan, Nhat Trung, Hagenaars, Saskia P., Saba, Yasaman, Cuellar-Partida, Gabriel, Amin, Najaf, Hilal, Saima, Nho, Kwangsik, Mirza-Schreiber, Nazanin, Arfanakis, Konstantinos, Becker, Diane M., Ames, David, Goldman, Aaron L., Lee, Phil H., Boomsma, Dorret I., Lovestone, Simon, Giddaluru, Sudheer, Le Hellard, Stephanie, Mattheisen, Manuel, Bohlken, Marc M., Kasperaviciute, Dalia, Schmaal, Lianne, Lawrie, Stephen M., Agartz, Ingrid, Walton, Esther, Tordesillas-Gutierrez, Diana, Davies, Gareth E., Shin, Jean, Ipser, Jonathan C., Vinke, Louis N., Hoogman, Martine, Jia, Tianye, Burkhardt, Ralph, Klein, Marieke, Crivello, Fabrice, Janowitz, Deborah, Carmichael, Owen, Haukvik, Unn K., Aribisala, Benjamin S., Schmidt, Helena, Strike, Lachlan T., Cheng, Ching-Yu, Risacher, Shannon L., Pütz, Benno, Fleischman, Debra A., Assareh, Amelia A., Mattay, Venkata S., Buckner, Randy L., Mecocci, Patrizia, Dale, Anders M., Cichon, Sven, Boks, Marco P., Matarin, Mar, Penninx, Brenda W. J. H., Calhoun, Vince D., Chakravarty, M. Mallar, Marquand, Andre F., Macare, Christine, Kharabian Masouleh, Shahrzad, Oosterlaan, Jaap, Amouyel, Philippe, Hegenscheid, Katrin, Rotter, Jerome I., Schork, Andrew J., Liewald, David C. M., de Zubicaray, Greig I., Wong, Tien Yin, Shen, Li, Sämann, Philipp G., Brodaty, Henry, Roffman, Joshua L., de Geus, Eco J. C., Tsolaki, Magda, Erk, Susanne, van Eijk, Kristel R., Cavalleri, Gianpiero L., van der Wee, Nic J. A., McIntosh, Andrew M., Gollub, Randy L., Bulayeva, Kazima B., Bernard, Manon, Richards, Jennifer S., Himali, Jayandra J., Loeffler, Markus, Rommelse, Nanda, Hoffmann, Wolfgang, Westlye, Lars T., Valdés Hernández, Maria C., Hansell, Narelle K., van Erp, Theo G. M., Wolf, Christiane, Kwok, John B. J., Vellas, Bruno, Heinz, Andreas, Olde Loohuis, Loes M., Delanty, Norman, Ho, Beng-Choon, Ching, Christopher R. K., Shumskaya, Elena, Singh, Baljeet, Hofman, Albert, van der Meer, Dennis, Homuth, Georg, Psaty, Bruce M., Bastin, Mark E., Montgomery, Grant W., Foroud, Tatiana M., Reppermund, Simone, Hottenga, Jouke-Jan, Simmons, Andrew, Meyer-Lindenberg, Andreas, Cahn, Wiepke, Whelan, Christopher D., van Donkelaar, Marjolein M. J., Yang, Qiong, Hosten, Norbert, Green, Robert C, Thalamuthu, Anbupalam, Mohnke, Sebastian, Hulshoff Pol, Hilleke E., Lin, Honghuang, Jack, Jr, Clifford R., Schofield, Peter R., Mühleisen, Thomas W., Maillard, Pauline, Potkin, Steven G., Wen, Wei, Fletcher, Evan, Toga, Arthur W., Gruber, Oliver, Huentelman, Matthew, Davey Smith, George, Launer, Lenore J., Nyberg, Lars, Jönsson, Erik G., Crespo-Facorro, Benedicto, Koen, Nastassja, Greve, Douglas N., Uitterlinden, André G., Weinberger, Daniel R., Steen, Vidar M., Fedko, Iryna O., Groenewold, Nynke A., Niessen, Wiro J., Toro, Roberto, Tzourio, Christophe, Longstreth, Jr, William T., Ikram, M. Kamran, Smoller, Jordan W., van Tol, Marie-Jose, Sussmann, Jessika E., Paus, Tomas, Lemaître, Hervé, Schroeter, Matthias L., Mazoyer, Bernard, Andreassen, Ole A., Holsboer, Florian, Depondt, Chantal, Veltman, Dick J., Turner, Jessica A., Pausova, Zdenka, Schumann, Gunter, van Rooij, Daan, Djurovic, Srdjan, Deary, Ian J., McMahon, Katie L., Müller-Myhsok, Bertram, Brouwer, Rachel M., Soininen, Hilkka, Pandolfo, Massimo, Wassink, Thomas H., Cheung, Joshua W., Wolfers, Thomas, Martinot, Jean-Luc, Zwiers, Marcel P., Nauck, Matthias, Melle, Ingrid, Martin, Nicholas G., Kanai, Ryota, Westman, Eric, Kahn, René S., Sisodiya, Sanjay M., White, Tonya, Saremi, Arvin, van Bokhoven, Hans, Brunner, Han G., Völzke, Henry, Wright, Margaret J., van ‘t Ent, Dennis, Nöthen, Markus M., Ophoff, Roel A., Buitelaar, Jan K., Fernández, Guillén, Sachdev, Perminder S., Rietschel, Marcella, van Haren, Neeltje E. M., Fisher, Simon E., Beiser, Alexa S., Francks, Clyde, Saykin, Andrew J., Mather, Karen A., Romanczuk-Seiferth, Nina, Hartman, Catharina A., DeStefano, Anita L., Heslenfeld, Dirk J., Weiner, Michael W., Walter, Henrik, Hoekstra, Pieter J., Nyquist, Paul A., Franke, Barbara, Bennett, David A., Grabe, Hans J., Johnson, Andrew D., Chen, Christopher, van Duijn, Cornelia M., Lopez, Oscar L., Fornage, Myriam, Wardlaw, Joanna M., Schmidt, Reinhold, DeCarli, Charles, De Jager, Philip L., Villringer, Arno, Debette, Stéphanie, Gudnason, Vilmundur, Medland, Sarah E., Shulman, Joshua M., Thompson, Paul M., Seshadri, Sudha, and Ikram, M. Arfan

Published
2019
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8. The effect of increased genetic risk for Alzheimer's disease on hippocampal and amygdala volume

Author

Lupton, Michelle K., Strike, Lachlan, Hansell, Narelle K., Wen, Wei, Mather, Karen A., Armstrong, Nicola J., Thalamuthu, Anbupalam, McMahon, Katie L., de Zubicaray, Greig I., Assareh, Amelia A., Simmons, Andrew, Proitsi, Petroula, Powell, John F., Montgomery, Grant W., Hibar, Derrek P., Westman, Eric, Tsolaki, Magda, Kloszewska, Iwona, Soininen, Hilkka, Mecocci, Patrizia, Velas, Bruno, Lovestone, Simon, Brodaty, Henry, Ames, David, Trollor, Julian N., Martin, Nicholas G., Thompson, Paul M., Sachdev, Perminder S., and Wright, Margaret J.

Published
2016
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11. Genetics of hand grip strength in mid to late life

Author

Chan, Jessica P. L., Thalamuthu, Anbupalam, Oldmeadow, Christopher, Armstrong, Nicola J., Holliday, Elizabeth G., McEvoy, Mark, Kwok, John B., Assareh, Amelia A., Peel, Rosanne, Hancock, Stephen J., Reppermund, Simone, Menant, Jasmine, Trollor, Julian N., Brodaty, Henry, Schofield, Peter R., Attia, John R., Sachdev, Perminder S., Scott, Rodney J., and Mather, Karen A.

Published
2015
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12. Genetic correlations and genome-wide associations of cortical structure in general population samples of 22,824 adults

Author

Hofer, Edith, Roshchupkin, Gennady V, Bernard, Manon, Grasby, Katrina L, Jahanshad, Neda, Painter, Jodie N, Colodro-Conde, Lucía, Bralten, Janita, Hibar, Derrek P, Lind, Penelope A, Pizzagalli, Fabrizio, Ching, Christopher R K, McMahon, Mary Agnes B, Bis, Joshua C, Shatokhina, Natalia, Zsembik, Leo C P, Agartz, Ingrid, Alhusaini, Saud, Almeida, Marcio A A, Alnæs, Dag, Amlien, Inge K, Andersson, Micael, Ard, Tyler, Armstrong, Nicola J, Gillespie, Nathan A, Ashley-Koch, Allison, Brouwer, Rachel M, Buimer, Elizabeth E L, Bülow, Robin, Bürger, Christian, Cannon, Dara M, Chakravarty, Mallar, Chen, Qiang, Cheung, Joshua W, Luciano, Michelle, Couvy-Duchesne, Baptiste, Dale, Anders M, Dalvie, Shareefa, de Araujo, Tânia K, de Zubicaray, Greig I, de Zwarte, Sonja M C, den Braber, Anouk, Doan, Nhat Trung, Dohm, Katharina, Ehrlich, Stefan, Mishra, Aniket, Engelbrecht, Hannah-Ruth, Erk, Susanne, Fan, Chun Chieh, Fedko, Iryna O, Foley, Sonya F, Ford, Judith M, Fukunaga, Masaki, Garrett, Melanie E, Ge, Tian, Giddaluru, Sudheer, Scholz, Markus, Goldman, Aaron L, Groenewold, Nynke A, Grotegerd, Dominik, Gurholt, Tiril P, Gutman, Boris A, Hansell, Narelle K, Harris, Mathew A, Harrison, Marc B, Haswell, Courtney C, Hauser, Michael, Teumer, Alexander, Herms, Stefan, Heslenfeld, Dirk J, Ho, New Fei, Hoehn, David, Hoffmann, Per, Holleran, Laurena, Hoogman, Martine, Hottenga, Jouke-Jan, Ikeda, Masashi, Janowitz, Deborah, Xia, Rui, Jansen, Iris E, Jia, Tianye, Jockwitz, Christiane, Kanai, Ryota, Karama, Sherif, Kasperaviciute, Dalia, Kaufmann, Tobias, Kelly, Sinead, Kikuchi, Masataka, Klein, Marieke, Jian, Xueqiu, Knapp, Michael, Knodt, Annchen R, Krämer, Bernd, Lam, Max, Lancaster, Thomas M, Lee, Phil H, Lett, Tristram A, Lewis, Lindsay B, Lopes-Cendes, Iscia, Mosley, Thomas H, Macciardi, Fabio, Marquand, Andre F, Mathias, Samuel R, Melzer, Tracy R, Milaneschi, Yuri, Mirza-Schreiber, Nazanin, Moreira, Jose C V, Mühleisen, Thomas W, Müller-Myhsok, Bertram, Najt, Pablo, Adams, Hieab H H, Saba, Yasaman, Nakahara, Soichiro, Nho, Kwangsik, Olde Loohuis, Loes M, Orfanos, Dimitri Papadopoulos, Pearson, John F, Pitcher, Toni L, Pütz, Benno, Ragothaman, Anjanibhargavi, Rashid, Faisal M, Redlich, Ronny, Pirpamer, Lukas, Reinbold, Céline S, Repple, Jonathan, Richard, Geneviève, Riedel, Brandalyn C, Risacher, Shannon L, Rocha, Cristiane S, Mota, Nina Roth, Salminen, Lauren, Saremi, Arvin, Saykin, Andrew J, Seiler, Stephan, Schlag, Fenja, Schmaal, Lianne, Schofield, Peter R, Secolin, Rodrigo, Shapland, Chin Yang, Shen, Li, Shin, Jean, Shumskaya, Elena, Sønderby, Ida E, Sprooten, Emma, Becker, James T, Strike, Lachlan T, Tansey, Katherine E, Thalamuthu, Anbupalam, Thomopoulos, Sophia I, Tordesillas-Gutiérrez, Diana, Turner, Jessica A, Uhlmann, Anne, Vallerga, Costanza Ludovica, van der Meer, Dennis, Carmichael, Owen, van Donkelaar, Marjolein M J, van Eijk, Liza, van Erp, Theo G M, van Haren, Neeltje E M, van Rooij, Daan, van Tol, Marie-José, Veldink, Jan H, Verhoef, Ellen, Walton, Esther, Wang, Mingyuan, Rotter, Jerome I, Wang, Yunpeng, Wardlaw, Joanna M, Wen, Wei, Westlye, Lars T, Whelan, Christopher D, Witt, Stephanie H, Wittfeld, Katharina, Wolf, Christiane, Wolfers, Thomas, Yasuda, Clarissa L, Psaty, Bruce M, Zaremba, Dario, Zhang, Zuo, Zhu, Alyssa H, Zwiers, Marcel P, Artiges, Eric, Assareh, Amelia A, Ayesa-Arriola, Rosa, Belger, Aysenil, Brandt, Christine L, Brown, Gregory G, Lopez, Oscar L, Cichon, Sven, Curran, Joanne E, Davies, Gareth E, Degenhardt, Franziska, Dietsche, Bruno, Djurovic, Srdjan, Doherty, Colin P, Espiritu, Ryan, Garijo, Daniel, Gil, Yolanda, Amin, Najaf, Gowland, Penny A, Green, Robert C, Häusler, Alexander N, Heindel, Walter, Ho, Beng-Choon, Hoffmann, Wolfgang U, Holsboer, Florian, Homuth, Georg, Hosten, Norbert, Jack, Clifford R, van der Lee, Sven J, Jang, MiHyun, Jansen, Andreas, Kolskår, Knut, Koops, Sanne, Krug, Axel, Lim, Kelvin O, Luykx, Jurjen J, Mathalon, Daniel H, Mather, Karen A, Mattay, Venkata S, Knol, Maria J, Yang, Qiong, Matthews, Sarah, Son, Jaqueline Mayoral Van, McEwen, Sarah C, Melle, Ingrid, Morris, Derek W, Mueller, Bryon A, Nauck, Matthias, Nordvik, Jan E, Nöthen, Markus M, O'Leary, Daniel S, Himali, Jayandra J, Opel, Nils, Martinot, Marie -Laure Paillère, Pike, G Bruce, Preda, Adrian, Quinlan, Erin B, Ratnakar, Varun, Reppermund, Simone, Steen, Vidar M, Torres, Fábio R, Veltman, Dick J, Maillard, Pauline, Voyvodic, James T, Whelan, Robert, White, Tonya, Yamamori, Hidenaga, Alvim, Marina K M, Ames, David, Anderson, Tim J, Andreassen, Ole A, Arias-Vasquez, Alejandro, Bastin, Mark E, Beiser, Alexa S, Baune, Bernhard T, Blangero, John, Boomsma, Dorret I, Brodaty, Henry, Brunner, Han G, Buckner, Randy L, Buitelaar, Jan K, Bustillo, Juan R, Cahn, Wiepke, Calhoun, Vince, DeCarli, Charles, Caseras, Xavier, Caspers, Svenja, Cavalleri, Gianpiero L, Cendes, Fernando, Corvin, Aiden, Crespo-Facorro, Benedicto, Dalrymple-Alford, John C, Dannlowski, Udo, de Geus, Eco J C, Deary, Ian J, Delanty, Norman, Depondt, Chantal, Desrivières, Sylvane, Donohoe, Gary, Espeseth, Thomas, Fernández, Guillén, Fisher, Simon E, Flor, Herta, Forstner, Andreas J, Francks, Clyde, Lewis, Lindsay, Franke, Barbara, Glahn, David C, Gollub, Randy L, Grabe, Hans J, Gruber, Oliver, Håberg, Asta K, Hariri, Ahmad R, Hartman, Catharina A, Hashimoto, Ryota, Heinz, Andreas, Harris, Mat, Hillegers, Manon H J, Hoekstra, Pieter J, Holmes, Avram J, Hong, L Elliot, Hopkins, William D, Hulshoff Pol, Hilleke E, Jernigan, Terry L, Jönsson, Erik G, Kahn, René S, Kennedy, Martin A, Kircher, Tilo T J, Kochunov, Peter, Kwok, John B J, Hellard, Stephanie Le, Martin, Nicholas G, Martinot, Jean -Luc, McDonald, Colm, McMahon, Katie L, Meyer-Lindenberg, Andreas, Morey, Rajendra A, Nyberg, Lars, Oosterlaan, Jaap, Ophoff, Roel A, Paus, Tomáš, Pausova, Zdenka, Penninx, Brenda W J H, Polderman, Tinca J C, Posthuma, Danielle, Rietschel, Marcella, Roffman, Joshua L, Lin, Honghuang, Veronica Witte, A., Rowland, Laura M, Sachdev, Perminder S, Sämann, Philipp G, Schumann, Gunter, Sim, Kang, Sisodiya, Sanjay M, Smoller, Jordan W, Sommer, Iris E, Pourcain, Beate St, Stein, Dan J, Beyer, Frauke, Toga, Arthur W, Trollor, Julian N, Van der Wee, Nic J A, van 't Ent, Dennis, Völzke, Henry, Walter, Henrik, Weber, Bernd, Weinberger, Daniel R, Wright, Margaret J, Zhou, Juan, Loeffler, Markus, Stein, Jason L, Thompson, Paul M, Medland, Sarah E, Kwok, John B, Trollor, Julian, Li, Shuo, Jiang, Jiyang, Vernooij, Meike W, Hofman, Albert, Uitterlinden, André G, Niessen, Wiro J, Völker, Uwe, Zare, Habil, Bruce Pike, G., Maingault, Sophie, Crivello, Fabrice, Tzourio, Christophe, Amouyel, Philippe, Mazoyer, Bernard, Neale, Michael C, Franz, Carol E, Lyons, Michael J, Ahmad, Shahzad, Panizzon, Matthew S, Logue, Mark, consortium, ENIGMA, Kremen, William S, Villringer, Arno, Satizabal, Claudia L, van Duijn, Cornelia M, Grabe, Hans, Longstreth, William T, Fornage, Myriam, Paus, Tomas, Debette, Stephanie, Ikram, M Arfan, Schmidt, Helena, Schmidt, Reinhold, Seshadri, Sudha, University of Graz, Medical University Graz, Erasmus University Medical Center [Rotterdam] (Erasmus MC), Boston University School of Medicine (BUSM), Boston University [Boston] (BU), School of Public Health [Boston], University of Texas Health Science Center, The University of Texas Health Science Center at Houston (UTHealth), The University of Texas at San Antonio (UTSA), Murdoch University, The Hospital for sick children [Toronto] (SickKids), University of Washington [Seattle], Virginia Commonwealth University (VCU), QIMR Berghofer Medical Research Institute, University of Edinburgh, Bordeaux population health (BPH), Université de Bordeaux (UB)-Institut de Santé Publique, d'Épidémiologie et de Développement (ISPED)-Institut National de la Santé et de la Recherche Médicale (INSERM), Universität Leipzig [Leipzig], Universität Greifswald - University of Greifswald, University of Mississippi Medical Center (UMMC), University of California [Davis] (UC Davis), University of California, University of Pittsburgh (PITT), Pennsylvania Commonwealth System of Higher Education (PCSHE), Pennington Biomedical Research Center, Louisiana State University (LSU), Los Angeles Biomedical Research Institute (LA BioMed), McGill University = Université McGill [Montréal, Canada], Max Planck Institute for Human Cognitive and Brain Sciences [Leipzig] (IMPNSC), Max-Planck-Gesellschaft, University of New South Wales [Sydney] (UNSW), Neuroscience Research Australia (NeuRA), The University of Sydney, University of Queensland [Brisbane], The Royal Melbourne Hospital, University of Melbourne, Harvard T.H. Chan School of Public Health, Delft University of Technology (TU Delft), German Research Center for Neurodegenerative Diseases - Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE), University of Toronto, University of Calgary, Institut des Maladies Neurodégénératives [Bordeaux] (IMN), Université de Bordeaux (UB)-Centre National de la Recherche Scientifique (CNRS), CHU Bordeaux [Bordeaux], Facteurs de Risque et Déterminants Moléculaires des Maladies liées au Vieillissement - U 1167 (RID-AGE), Institut Pasteur de Lille, Réseau International des Instituts Pasteur (RIIP)-Réseau International des Instituts Pasteur (RIIP)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Lille-Centre Hospitalier Régional Universitaire [Lille] (CHRU Lille), Réseau International des Instituts Pasteur (RIIP), Centre Hospitalier Régional Universitaire [Lille] (CHRU Lille), University of California [San Diego] (UC San Diego), University of Oslo (UiO), Oslo University Hospital [Oslo], VA Boston Healthcare System, University of Southern California (USC), Radboud University Medical Center [Nijmegen], Radboud university [Nijmegen], Janssen Research & Development, University of North Carolina [Chapel Hill] (UNC), University of North Carolina System (UNC), Prince of Wales Hospital, University Hospital Leipzig, University of Oxford [Oxford], Holland Bloorview Kids Rehabilitation Hospital [Toronto, ON, Canada], Epidemiology, Medical Informatics, Radiology & Nuclear Medicine, Neurology, Complex Trait Genetics, Biological Psychology, Cognitive Psychology, IBBA, APH - Health Behaviors & Chronic Diseases, APH - Personalized Medicine, APH - Mental Health, APH - Methodology, Clinical Neuropsychology, Clinical Developmental Psychology, Amsterdam Neuroscience - Complex Trait Genetics, Movement Disorder (MD), Clinical Cognitive Neuropsychiatry Research Program (CCNP), General Paediatrics, ARD - Amsterdam Reproduction and Development, Karl-Franzens-Universität Graz, Universität Leipzig, University of California (UC), Radboud University [Nijmegen], University of Oxford, Psychiatry, Anatomy and neurosciences, Pediatric surgery, Human genetics, APH - Digital Health, and Karl-Franzens-Universität [Graz, Autriche]

Subjects
0301 basic medicine, Male, Genetics of the nervous system, Aging, General Physics and Astronomy, Genome-wide association study, Disease, VARIANTS, genetics [Mental Disorders], Genome-wide association studies, 0302 clinical medicine, Cognition, PARKINSONS-DISEASE, SCHIZOPHRENIA, 80 and over, 2.1 Biological and endogenous factors, Aetiology, lcsh:Science, Aged, 80 and over, education.field_of_study, Multidisciplinary, ENIGMA consortium, Mental Disorders, Brain, Neurodegenerative Diseases, Genomics, Single Nucleotide, Middle Aged, Biobank, ALZHEIMERS-DISEASE, Phenotype, VINTAGE, Neurology, Chromosome Structures, Schizophrenia, genetics [Aging], Neurological, [SDV.NEU]Life Sciences [q-bio]/Neurons and Cognition [q-bio.NC], Female, ddc:500, Biotechnology, Adult, Science, geentics of the nervous system, 1.1 Normal biological development and functioning, Population, SURFACE-AREA, ORGANIZATION, Biology, Polymorphism, Single Nucleotide, General Biochemistry, Genetics and Molecular Biology, Article, 03 medical and health sciences, SDG 3 - Good Health and Well-being, Underpinning research, THICKNESS, medicine, Genetics, Humans, Polymorphism, education, HEALTHY, METAANALYSIS, Aged, Neurodevelopmental disorders Donders Center for Medical Neuroscience [Radboudumc 7], [SDV.GEN.GPO]Life Sciences [q-bio]/Genetics/Populations and Evolution [q-bio.PE], Genetic heterogeneity, neurology, Human Genome, Neurosciences, General Chemistry, Heritability, medicine.disease, Brain Disorders, INDIVIDUALS, 030104 developmental biology, [SDV.GEN.GH]Life Sciences [q-bio]/Genetics/Human genetics, Evolutionary biology, genetics [Neurodegenerative Diseases], VOLUME, genome-wide association studies, lcsh:Q, 030217 neurology & neurosurgery, Genome-Wide Association Study
Abstract

Cortical thickness, surface area and volumes vary with age and cognitive function, and in neurological and psychiatric diseases. Here we report heritability, genetic correlations and genome-wide associations of these cortical measures across the whole cortex, and in 34 anatomically predefined regions. Our discovery sample comprises 22,824 individuals from 20 cohorts within the Cohorts for Heart and Aging Research in Genomic Epidemiology (CHARGE) consortium and the UK Biobank. We identify genetic heterogeneity between cortical measures and brain regions, and 160 genome-wide significant associations pointing to wnt/β-catenin, TGF-β and sonic hedgehog pathways. There is enrichment for genes involved in anthropometric traits, hindbrain development, vascular and neurodegenerative disease and psychiatric conditions. These data are a rich resource for studies of the biological mechanisms behind cortical development and aging., Cortex morphology varies with age, cognitive function, and in neurological and psychiatric diseases. Here the authors report 160 genome-wide significant associations with thickness, surface area and volume of the total cortex and 34 cortical regions from a GWAS meta-analysis in 22,824 adults.

Published
2020

13. The genetic architecture of the human cerebral cortex

Author

Grasby, Katrina L, Jahanshad, Neda, Shatokhina, Natalia, Mirza-Schreiber, Nazanin, Moreira, Jose C V, Mühleisen, Thomas W, Müller-Myhsok, Bertram, Najt, Pablo, Nakahara, Soichiro, Nho, Kwangsik, Olde Loohuis, Loes M, Orfanos, Dimitri Papadopoulos, Pearson, John F, Zsembik, Leo C P, Pitcher, Toni L, Pütz, Benno, Quidé, Yann, Ragothaman, Anjanibhargavi, Rashid, Faisal M, Reay, William R, Redlich, Ronny, Reinbold, Céline S, Repple, Jonathan, Richard, Geneviève, Thomopoulos, Sophia I, Riedel, Brandalyn C, Risacher, Shannon L, Rocha, Cristiane S, Mota, Nina Roth, Salminen, Lauren, Saremi, Arvin, Saykin, Andrew J, Schlag, Fenja, Schmaal, Lianne, Schofield, Peter R, Zhu, Alyssa H, Secolin, Rodrigo, Shapland, Chin Yang, Shen, Li, Shin, Jean, Shumskaya, Elena, Sønderby, Ida E, Sprooten, Emma, Tansey, Katherine E, Teumer, Alexander, Thalamuthu, Anbupalam, Strike, Lachlan T, Tordesillas-Gutiérrez, Diana, Turner, Jessica A, Uhlmann, Anne, Vallerga, Costanza Ludovica, van der Meer, Dennis, van Donkelaar, Marjolein M J, van Eijk, Liza, van Erp, Theo G M, van Haren, Neeltje E M, van Rooij, Daan, Agartz, Ingrid, van Tol, Marie-José, Veldink, Jan H, Verhoef, Ellen, Walton, Esther, Wang, Mingyuan, Wang, Yunpeng, Wardlaw, Joanna M, Wen, Wei, Westlye, Lars T, Whelan, Christopher D, Alhusaini, Saud, Witt, Stephanie H, Wittfeld, Katharina, Wolf, Christiane, Wolfers, Thomas, Wu, Jing Qin, Yasuda, Clarissa L, Zaremba, Dario, Zhang, Zuo, Zwiers, Marcel P, Artiges, Eric, Almeida, Marcio A A, Assareh, Amelia A, Ayesa-Arriola, Rosa, Belger, Aysenil, Brandt, Christine L, Brown, Gregory G, Cichon, Sven, Curran, Joanne E, Davies, Gareth E, Degenhardt, Franziska, Dennis, Michelle F, Alnæs, Dag, Dietsche, Bruno, Djurovic, Srdjan, Doherty, Colin P, Espiritu, Ryan, Garijo, Daniel, Gil, Yolanda, Gowland, Penny A, Green, Robert C, Häusler, Alexander N, Heindel, Walter, Amlien, Inge K, Ho, Beng-Choon, Hoffmann, Wolfgang U, Holsboer, Florian, Homuth, Georg, Hosten, Norbert, Jack, Clifford R, Jang, MiHyun, Jansen, Andreas, Kimbrel, Nathan A, Kolskår, Knut, Painter, Jodie N, Andersson, Micael, Koops, Sanne, Krug, Axel, Lim, Kelvin O, Luykx, Jurjen J, Mathalon, Daniel H, Mather, Karen A, Mattay, Venkata S, Matthews, Sarah, Mayoral Van Son, Jaqueline, McEwen, Sarah C, Ard, Tyler, Melle, Ingrid, Morris, Derek W, Mueller, Bryon A, Nauck, Matthias, Nordvik, Jan E, Nöthen, Markus M, O'Leary, Daniel S, Opel, Nils, Martinot, Marie-Laure Paillère, Pike, G Bruce, Armstrong, Nicola J, Preda, Adrian, Quinlan, Erin B, Rasser, Paul E, Ratnakar, Varun, Reppermund, Simone, Steen, Vidar M, Tooney, Paul A, Torres, Fábio R, Veltman, Dick J, Voyvodic, James T, Ashley-Koch, Allison, Whelan, Robert, White, Tonya, Yamamori, Hidenaga, Adams, Hieab H H, Bis, Joshua C, Debette, Stephanie, Decarli, Charles, Fornage, Myriam, Gudnason, Vilmundur, Hofer, Edith, Atkins, Joshua R, Ikram, M Arfan, Launer, Lenore, Longstreth, W. T., Lopez, Oscar L, Mazoyer, Bernard, Mosley, Thomas H, Roshchupkin, Gennady V, Satizabal, Claudia L, Schmidt, Reinhold, Seshadri, Sudha, Bernard, Manon, Yang, Qiong, Initiative, Alzheimer’s Disease Neuroimaging, Consortium, CHARGE, Consortium, EPIGEN, Consortium, IMAGEN, Consortium, SYS, Initiative, Parkinson’s Progression Markers, Alvim, Marina K M, Ames, David, Anderson, Tim J, Brouwer, Rachel M, Andreassen, Ole A, Arias-Vasquez, Alejandro, Bastin, Mark E, Baune, Bernhard T, Beckham, Jean C, Blangero, John, Boomsma, Dorret I, Brodaty, Henry, Brunner, Han G, Buckner, Randy L, Buimer, Elizabeth E L, Buitelaar, Jan K, Bustillo, Juan R, Cahn, Wiepke, Cairns, Murray J, Calhoun, Vince, Carr, Vaughan J, Caseras, Xavier, Caspers, Svenja, Cavalleri, Gianpiero L, Cendes, Fernando, Bülow, Robin, Corvin, Aiden, Crespo-Facorro, Benedicto, Dalrymple-Alford, John C, Dannlowski, Udo, de Geus, Eco J C, Deary, Ian J, Delanty, Norman, Depondt, Chantal, Desrivières, Sylvane, Donohoe, Gary, Bürger, Christian, Espeseth, Thomas, Fernández, Guillén, Fisher, Simon E, Flor, Herta, Forstner, Andreas J, Francks, Clyde, Franke, Barbara, Glahn, David C, Gollub, Randy L, Grabe, Hans J, Colodro-Conde, Lucía, Cannon, Dara M, Gruber, Oliver, Håberg, Asta K, Hariri, Ahmad R, Hartman, Catharina A, Hashimoto, Ryota, Heinz, Andreas, Henskens, Frans A, Hillegers, Manon H J, Hoekstra, Pieter J, Holmes, Avram J, Chakravarty, Mallar, Hong, L Elliot, Hopkins, William D, Hulshoff Pol, Hilleke E, Jernigan, Terry L, Jönsson, Erik G, Kahn, René S, Kennedy, Martin A, Kircher, Tilo T J, Kochunov, Peter, Kwok, John B J, Chen, Qiang, Le Hellard, Stephanie, Loughland, Carmel M, Martin, Nicholas G, Martinot, Jean-Luc, McDonald, Colm, McMahon, Katie L, Meyer-Lindenberg, Andreas, Michie, Patricia T, Morey, Rajendra A, Mowry, Bryan, Cheung, Joshua W, Nyberg, Lars, Oosterlaan, Jaap, Ophoff, Roel A, Pantelis, Christos, Paus, Tomas, Pausova, Zdenka, Penninx, Brenda W J H, Polderman, Tinca J C, Posthuma, Danielle, Rietschel, Marcella, Couvy-Duchesne, Baptiste, Roffman, Joshua L, Rowland, Laura M, Sachdev, Perminder S, Sämann, Philipp G, Schall, Ulrich, Schumann, Gunter, Scott, Rodney J, Sim, Kang, Sisodiya, Sanjay M, Smoller, Jordan W, Dale, Anders M, Sommer, Iris E, St Pourcain, Beate, Stein, Dan J, Toga, Arthur W, Trollor, Julian N, Van der Wee, Nic J A, van 't Ent, Dennis, Völzke, Henry, Walter, Henrik, Weber, Bernd, Dalvie, Shareefa, Weinberger, Daniel R, Wright, Margaret J, Zhou, Juan, Stein, Jason L, Thompson, Paul M, Medland, Sarah E, Consortium, Enhancing NeuroImaging Genetics through Meta-Analysis, Witte, A Veronica, Darin, Abigail, Fleisher, Adam, de Araujo, Tânia K, Pierce, Aimee, Mintz, Akiva, Lerner, Alan, Reith, Alastair D, Hofman, Albert, Espay, Alberto, Ihlenfeld, Albrecht, Ing, Alex, Iranzo, Alex, Beiser, Alexa S, de Zubicaray, Greig I, Norbash, Alexander, Barbot, Alexis, Rudolph, Alice, Portillo, Alicia, Chalker, Alison, Levey, Allan I, Rosen, Allyson, Smith, Amanda, Catafau, Ana, de Zwarte, Sonja M C, Ulysse, Anaztasia, Uitterlinden, André G, Becker, Andreas, Budson, Andrew E, Kertesz, Andrew, Siderowf, Andrew, Bralten, Janita, den Braber, Anouk, Singleton, Andrew, James, Angela, Oliver, Angela, Mishra, Aniket, Hake, Ann Marie, Burke, Anna, Sarrael, Antero, Porsteinsson, Anton P, Stringaris, Argyris, McCoy, Arita, Doan, Nhat Trung, Villringer, Arno, Lenahan, Art, Toga, Arthur, Bokde, Arun, Rawlins, Ashlee, Lamb, Ashley, Lee, Athena, Raj, Balebail Ashok, Tran, Baochan, Dohm, Katharina, Ruggeri, Barbara, Saba, Barbara, Lane, Barton, Yanez, Beatriz, Ances, Beau, Dunlop, Becky, Mudge, Benita, Ravina, Bernard, Ittermann, Bernd, Ehrlich, Stefan, van Noort, Betteke, Lind, Betty, Shah, Bina, Stefanovic, Bojana, Goldstein, Bonnie S, Bonakdarpour, Borna, Matthews, Brandy R, Borowski, Bret, Ott, Brian R, Reynolds, Brigid, Engelbrecht, Hannah-Ruth, Mollenhauer, Brit, Miller, Bruce L, Psaty, Bruce M, Spann, Bryan M, Sadowsky, Carl, Linder, Carly, Franz, Carol E, Tanner, Caroline, Kopil, Catherine, Thomas, Cathi-Ann, Erk, Susanne, Ward, Chad, Bernick, Charles, Smith, Charles D, DeCarli, Charles, Caspell, Chelsea, Deeley, Cheryl, Riordan, Cheryl, Mathis, Chet, Onyike, Chiadi, Heyn, Chris Chinthaka, Fan, Chun Chieh, Hosein, Chris, Leach, Christi, Bÿchel, Christian, Gigliotti, Christina, Hunter, Christine, Belden, Christine M, Tzourio, Christophe, Coffey, Christopher, van Dyck, Christopher H, Clark, Christopher M, Fedko, Iryna O, Wu, Chuang-Kuo, Albers, Colleen S, Chu, Congying, Brand, Connie, Isensee, Corinna, van Duijn, Cornelia M, Bishop, Courtney, Bodge, Courtney, Foley, Sonya F, Tatsuoka, Curtis, Casaceli, Cynthia, Carlsson, Cynthia M, Mathews, Dana, D'Agostino, Daniel, Silverman, Daniel H S, Marson, Daniel, Berg, Daniela, Harvey, Danielle, Jennings, Danna, Ford, Judith M, Wolk, David A, Goldstein, David B, Bachman, David, Brooks, David, Clark, David, Geldmacher, David, Hart, David, Holtzman, David, Jones, David, Hibar, Derrek P, Fukunaga, Masaki, Knopman, David, Hewitt, David L, Perry, David, Russell, David, Standaert, David, Winkfield, David, Green, Davis Robert C, Fontaine, Deborah, Miller, Delwyn D, Gessert, Devon, Garrett, Melanie E, Kerwin, Diana, Willeke, Diana, Drost, Dick, Papadopoulos, Dimitri, Rowe, Dominic, Simpson, Donna M, Muni, Donna, Galasko, Douglas, Scharre, Douglas W, Fillmer, Ariane, Ge, Tian, Bartha, Rob, Celmins, Dzintra, Zimmerman, Earl A, Teng, Edmond, Tolosa, Eduardo, Coleman, Edward, Zamrini, Edward, Mitsis, Effie, Finger, Elizabeth, Giddaluru, Sudheer, Oates, Elizabeth, Sosa, Elizabeth, Woo, Ellen, Rogalski, Emily, Lethbridge, Emma, Dooley, Eoin, Foster, Eric, Reiman, Eric M, Quinlan, Erin Burke, Goldman, Aaron L, Franklin, Erin, Heinzen, Erin L, Fletcher, Evan, Sprenger, Fabienne, Crivello, Fabrice, Biondo, Francesca, Parfitt, Francine, Hefti, Franz, Beyer, Frauke, Nees, Frauke, Green, Melissa J, Leonard, Gabriel, Robert, Gabriel, Thai, Gaby, Marshall, Gad A, Barker, Gareth, Conrad, Gary, Tremont, Geoffrey, Bartzokis, George, Groenewold, Nynke A, Hsiung, Ging-Yuek Robin, Malferrari, Giulia, Chiang, Gloria, Pearlson, Godfrey D, Liang, Grace, Jicha, Greg, Sorensen, Greg, Todd, Gretchen, Jimenez, Gustavo, Grotegerd, Dominik, Zare, Habil, Grabe, Hans Jörgen, Vanderswag, Helen, Schmidt, Helena, Venkov, Heli, Lemaitre, Hervé, Gurholt, Tiril P, Grossman, Hillel, Shill, Holly, Soares, Holly, Lin, Honghuang, Capote, Horacio, Bergman, Howard, Chertkow, Howard, Feldman, Howard, Fillit, Howard, Rosen, Howard J, Gutman, Boris A, Koleva, Hristina, Fernandez, Hubert, Garavan, Hugh, Shim, Hyungsub, Grachev, Igor D, Richard, Irene, Filippi, Irina, Rachinsky, Irina, Wurster, Isabel, Lind, Penelope A, Hansell, Narelle K, Mintzer, Jacobo, Ziolkowski, Jaimie, Brewer, James, Lah, James J, Leverenz, James, Becker, James T, Tetrud, James, Singleton-Garvin, Jamika, Egebjerg, Jan, Cellar, Janet S, Harris, Mathew A, Pentilla, Jani, Brosch, Jared R, Tinklenberg, Jared, Karlawish, Jason H, Meyer, Javier Villanueva, Himali, Jayandra J, Poline, Jean-Baptiste, Gunter, Jeff, Kaye, Jeffrey A, Harrison, Marc B, Dalley, Jeffrey, Burns, Jeffrey M, Petrella, Jeffrey R, Mule, Jennifer, Salazar, Jennifer, Rotter, Jerome I, Yesavage, Jerome, Cedarbaum, Jesse, Jiang, Jiyang, Haswell, Courtney C, Allard, Joanne, Lord, Joanne L, Hetelle, Joel, Kwok, John B, Brockington, John, Morris, John C, Hsiao, John, Morris, John, Olichney, John, Trojanowki, John Q, Hauser, Michael, Rogers, John, Seibyl, John, Yankey, Jon, Dubow, Jordan S, Jankovic, Joseph, Quinn, Joseph, Kass, Joseph S, Taylor, Joy L, Heidebrink, Judith L, Herms, Stefan, Trollor, Julian, Fröhner, Juliane, Anderson, Karen, Blank, Karen, Crawford, Karen, Smith, Karen Ekstam, Bell, Karen L, Williams, Karen, Kieburtz, Karl, Heslenfeld, Dirk J, Gauss, Katharina, Gloer, Katherine, Johnson, Kathleen, Tingus, Kathleen, DeMarco, Kathryn, Sink, Kaycee M, Hawkins, Keith A, Johnson, Keith A, Kantarci, Kejal, Ho, New Fei, Faber, Kelley, Harless, Kelly, Makino, Kelly M, Marek, Kenneth, Spicer, Kenneth, Shianna, Kevin, Chen, Kewei, Nam, Ki Won, Martin, Kim, Poki-Walker, Kim, Hoehn, David, Seppi, Klaus, Johnson, Kris, Fargher, Kristin, Lipowski, Kristine, Espay, Kristy, Womack, Kyle, Chahine, Lama, Flashman, Laura A, Daedelow, Laura, Hoffmann, Per, Leary, Laura, Beckett, Laurel, Honig, Lawrence S, Thal, Leon, Shaw, Leslie M, Kuller, Lew, Apostolova, Liana, Teodoro, Liberty, Rees, Linda, Pizzagalli, Fabrizio, Holleran, Laurena, Lewis, Lindsay, Hergesheimer, Lindsey, Silbert, Lisa C, Ravdin, Lisa, Taylor-Reinwald, Lisa, Uribe, Liz, Schneider, Lon S, Daiello, Lori A, Richer, Louis, Poustka, Luise, Hoogman, Martine, Pirpamer, Lukas, Mesulam, M Marcel, Ismail, M Saleem, Ranola, Madelaine, Korecka, Magdalena, Raichle, Marc, Seltzer, Marc, van der Brug, Marcel, Hottenga, Jouke-Jan, Mesulam, Marek-Marsel, Carrillo, Maria, Carroll, Maria, Knol, Maria J, Kataki, Maria, Greig-Custo, Maria T, Paillere, Marie-Laure, Albert, Marilyn, Love, Marissa Natelson, Ikeda, Masashi, Mintun, Mark A, Frasier, Mark, Logue, Mark, Minton, Mark, Loeffler, Markus, Scholz, Markus, Baca, Marne, Farlow, Martin R, Sadowski, Martin, Janowitz, Deborah, Creech, Mary L, Hynes, Mary L, Quiceno, Mary, Oakley, MaryAnn, Harris, Mat, Senjem, Matt, Bernstein, Matthew, Panizzon, Matthew S, Stern, Matthew, Becerra, Mauricio, Jansen, Iris E, Witbracht, Megan, Vernooij, Meike W, Brandabur, Melanie, Keltz, Melanie, Lamar, Melissa, Yang, Mia, Ahlijanian, Michael, Borrie, Michael, Neale, Michael C, Donohue, Michael, Jia, Tianye, Lyons, Michael J, Lin, Michael, Rapp, Michael, Smolka, Michael, Weiner, Michael W, Weiner, Michael, Figurski, Michal, Perron, Michel, Assaly, Michele, Luciano, Michelle, Jockwitz, Christiane, Rainka, Michelle, Dang, Mimi, Sheikh, Mohammed O, Ghanbari, Mohsen, Gaikwad, Mrunalini, Chowdhury, Munir, Trncic, Nadira, Amin, Najaf, Johnson, Nancy, Kanai, Ryota, Kowalksi, Nancy, Monahan, Nancy, Gillespie, Nathan A, Pacini, Nathaniel, Buckholtz, Neil, Kowall, Neil, Graff-Radford, Neill R, Fox, Nick, Pavese, Nicola, Karama, Sherif, Cairns, Nigel J, Schuff, Norbert, Foster, Norm, Relkin, Norman, Oyonumo, Ntekim E, Pomara, Nunzio, James, Olga, Ogunlana, Olu, Ching, Christopher R K, Kasperaviciute, Dalia, Carmichael, Owen, Doraiswamy, P Murali, Casalin, Paola, Barone, Paolo, Fatica, Parianne, Conrod, Patricia, Johnson, Patricia Lynn, Samuels, Patricia, Aisen, Paul, Malloy, Paul, Kaufmann, Tobias, Thompson, Paul, Ogrocki, Paula, Bezivin-Frere, Pauline, Maillard, Pauline, Fontoura, Paulo, Taylor, Peggy, Hogarth, Penelope, Gowland, Penny, Davies, Peter, Kelly, Sinead, Hardy, Peter, Snyder, Peter J, Snyder, Peter, Amouyel, Philippe, Muglia, Pierandrea, Tariot, Pierre, Lu, Po H, Varma, Pradeep, Vemuri, Prashanthi, Kikuchi, Masataka, Doody, Rachelle S, Carter, Raina, Shah, Raj C, Griffith, Randall, Yeh, Randy, Duara, Ranjan, Tarawneh, Rawan, James, Raymond, Turner, Raymond Scott, Klein, Marieke, Hernando, Raymundo, Silverstein, Rebecca, Sperling, Reisa A, Wilson, Renee, Carson, Richard E, Frank, Richard, El Khouli, Riham, Koeppe, Robert A, Santulli, Robert B, Knapp, Michael, Hauser, Robert, Umek, Robert, Radtke, Rodney, Killiany, Ronald, Petersen, Ronald, Rodriguez, Rosemarie, Miranda, Ruben, Knodt, Annchen R, Bruehl, Ruediger, Xia, Rui, Swerdlow, Russell H, Ottmann, Ruth, Millenet, Sabina, Borges-Neto, Salvador, Frank, Samuel, Black, Sandra, Weintraub, Sandra, Obradov, Sanja, Krämer, Bernd, Asthana, Sanjay, Vaishnavi, Sanjeev, Dolen, Sara, Mason, Sara S, Hohmann, Sarah, Kremen, Sarah, Miller, Sarah, Walter, Sarah, Herring, Scott, Neu, Scott, Lam, Max, Aydin, Semiha, Ahmad, Shahzad, Harlan, Sherry, Sirrel, Sherye A, Lasch, Shirley, Hu, Shu-Ching, Li, Shuo, Kittur, Smita, Chowdhury, Sohini, Lancaster, Thomas M, Pawluczyk, Sonia, Maingault, Sophie, Schneider, Stacy, Seiler, Stephan, Guthrie, Stephanie, Kielb, Stephanie, Reeder, Stephanie, Correia, Stephen, Pasternak, Stephen, McMahon, Mary Agnes B, Lee, Phil H, Salloway, Stephen, Johnson, Sterling, Williams, Steve, Chao, Steven, Arnold, Steven E, Paul, Steven, Potkin, Steven, Factor, Stewart, Isaacson, Stuart, Lett, Tristram A, Kim, Sungeun, Ainscough, Susan, Schultz, Susan K, Landau, Susan, Mendick, Susan, Rountree, Susan, Ostrowizki, Suzanne, Veillette, Suzanne, van der Lee, Sven J, Desrivieres, Sylvane, Lewis, Lindsay B, Lee, T-Y, Simuni, Tanya, Foroud, Tatiana, Foroud, Tatiana M, Wong, Terence Z, Villena, Teresa, Comery, Thomas, Obisesan, Thomas O, Lopes-Cendes, Iscia, Banaschewski, Tobias, Sherer, Todd, Montine, Tom, Paus, Tomáš, Robbins, Trevor, Bromberg, Uli, Völker, Uwe, Pavlik, Valory, Arnedo, Vanessa, Kiyasova, Vera, Bates, Vernice, Logovinsky, Veronika, Sossi, Vesna, Shibley, Victoria, Frouin, Vincent, Lee, Virginia, Poewe, Werner, Jagust, William, Brooks, William M, Macciardi, Fabio, Pavlosky, William, Potter, William, Kremen, William S, Longstreth, William T, Niessen, Wiro J, Jian, Xueqiu, Stern, Yaakov, Saba, Yasaman, Cabrera, Yuliana, Grimmer, Yvonne, Marquand, Andre F, Khachaturian, Zaven, Mari, Zoltan, Mathias, Samuel R, Melzer, Tracy R, Milaneschi, Yuri, Interdisciplinary Centre Psychopathology and Emotion regulation (ICPE), Guided Treatment in Optimal Selected Cancer Patients (GUTS), Clinical Cognitive Neuropsychiatry Research Program (CCNP), Movement Disorder (MD), Alzheimer’s Disease Neuroimaging Initiative, CHARGE Consortium, EPIGEN Consortium, IMAGEN Consortium, SYS Consortium, Parkinson’s Progression Markers Initiative, Stochastics, Biological Psychology, APH - Health Behaviors & Chronic Diseases, APH - Mental Health, Science and Society, Cognitive Psychology, IBBA, APH - Personalized Medicine, Complex Trait Genetics, APH - Methodology, Clinical Neuropsychology, Sociology and Social Gerontology, Amsterdam Neuroscience - Complex Trait Genetics, RS: MHeNs - R2 - Mental Health, Psychiatrie & Neuropsychologie, Klinische Genetica, RS: GROW - R4 - Reproductive and Perinatal Medicine, MUMC+: DA Klinische Genetica (5), Neurology, Psychiatry, Pediatric surgery, Amsterdam Reproduction & Development (AR&D), Human genetics, APH - Digital Health, Psychology, Precision Medicine Institute of Psychiatry, Child and Adolescent Psychiatry / Psychology, Radiology & Nuclear Medicine, Clinical Genetics, Epidemiology, Medical Informatics, Service NEUROSPIN (NEUROSPIN), Université Paris-Saclay-Direction de Recherche Fondamentale (CEA) (DRF (CEA)), Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA), Neurodegeneratives Diseases Institute (IMN-UMR CNRS 5293), Centre National de la Recherche Scientifique (CNRS), General Paediatrics, ARD - Amsterdam Reproduction and Development, Direction de Recherche Fondamentale (CEA) (DRF (CEA)), and Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Paris-Saclay

Subjects
0301 basic medicine, Netherlands Twin Register (NTR), [SDV]Life Sciences [q-bio], LOCI, Genome-wide association study, Brain mapping, 0302 clinical medicine, Cognition, Cortex (anatomy), ComputingMilieux_MISCELLANEOUS, Cerebral Cortex, 0303 health sciences, Brain Mapping, Multidisciplinary, COMMON VARIANTS, Parkinson Disease, Organ Size, Central sulcus, Magnetic Resonance Imaging, medicine.anatomical_structure, Cerebral cortex, Neuroinformatics, EXPRESSION, endocrine system, central sulcus, SURFACE-AREA, Biology, Article, 03 medical and health sciences, SDG 3 - Good Health and Well-being, Genetic variation, medicine, Attention deficit hyperactivity disorder, Humans, General, Gene, METAANALYSIS, 030304 developmental biology, Progenitor, CORTICAL SULCI, Neurodevelopmental disorders Donders Center for Medical Neuroscience [Radboudumc 7], Genetic variants, Genetic Variation, Attention Deficit Disorder with Hyperactivity, Genetic Loci, Genome-Wide Association Study, functional annotation, medicine.disease, Genetic architecture, 030104 developmental biology, Evolutionary biology, OBSERVER-INDEPENDENT CHARACTERIZATION, Multiple comparisons problem, ddc:320, genome-wide association, Neuroscience, 030217 neurology & neurosurgery
Abstract

Enhancing NeuroImaging Genetics through Meta-Analysis Consortium (ENIGMA)—Genetics working group., The cerebral cortex underlies our complex cognitive capabilities, yet little is known about the specific genetic loci that influence human cortical structure. To identify genetic variants that affect cortical structure, we conducted a genome-wide association meta-analysis of brain magnetic resonance imaging data from 51,665 individuals. We analyzed the surface area and average thickness of the whole cortex and 34 regions with known functional specializations. We identified 199 significant loci and found significant enrichment for loci influencing total surface area within regulatory elements that are active during prenatal cortical development, supporting the radial unit hypothesis. Loci that affect regional surface area cluster near genes in Wnt signaling pathways, which influence progenitor expansion and areal identity. Variation in cortical structure is genetically correlated with cognitive function, Parkinson's disease, insomnia, depression, neuroticism, and attention deficit hyperactivity disorder.

Published
2020

14. The genetic architecture of the human cerebral cortex

Author

Grasby, Katrina L., Jahanshad, Neda, Painter, Jodie N., Colodro-Conde, Lucia, Bralten, Janita, Hibar, Derrek P., Lind, Penelope A., Pizzagalli, Fabrizio, Ching, Christopher R. K., McMahon, Mary Agnes B., Shatokhina, Natalia, Zsembik, Leo C. P., Thomopoulos, Sophia I., Zhu, Alyssa H., Strike, Lachlan T., Agartz, Ingrid, Alhusaini, Saud, Almeida, Marcio A. A., Alnaes, Dag, Amlien, Inge K., Andersson, Micael, Ard, Tyler, Armstrong, Nicola J., Ashley-Koch, Allison, Atkins, Joshua R., Bernard, Manon, Brouwer, Rachel M., Buimer, Elizabeth E. L., Bulow, Robin, Burger, Christian, Cannon, Dara M., Chakravarty, Mallar, Chen, Qiang, Cheung, Joshua W., Couvy-Duchesne, Baptiste, Dale, Anders M., Dalvie, Shareefa, de Araujo, Tania K., de Zubicaray, Greig I., de Zwarte, Sonja M. C., den Braber, Anouk, Doan, Nhat Trung, Dohm, Katharina, Ehrlich, Stefan, Engelbrecht, Hannah-Ruth, Erk, Susanne, Fan, Chun Chieh, Fedko, Iryna O., Foley, Sonya F., Ford, Judith M., Fukunaga, Masaki, Garrett, Melanie E., Ge, Tian, Giddaluru, Sudheer, Goldman, Aaron L., Green, Melissa J., Groenewold, Nynke A., Grotegerd, Dominik, Gurholt, Tiril P., Gutman, Boris A., Hansell, Narelle K., Harris, Mathew A., Harrison, Marc B., Haswell, Courtney C., Hauser, Michael, Herms, Stefan, Heslenfeld, Dirk J., Ho, New Fei, Hoehn, David, Hoffmann, Per, Holleran, Laurena, Hoogman, Martine, Hottenga, Jouke-Jan, Ikeda, Masashi, Janowitz, Deborah, Jansen, Iris E., Jia, Tianye, Jockwitz, Christiane, Kanai, Ryota, Karama, Sherif, Kasperaviciute, Dalia, Kaufmann, Tobias, Kelly, Sinead, Kikuchi, Masataka, Klein, Marieke, Knapp, Michael, Knodt, Annchen R., Kramer, Bernd, Lam, Max, Lancaster, Thomas M., Lee, Phil H., Lett, Tristram A., Lewis, Lindsay B., Lopes-Cendes, Iscia, Luciano, Michelle, Macciardi, Fabio, Marquand, Andre F., Mathias, Samuel R., Melzer, Tracy R., Milaneschi, Yuri, Mirza-Schreiber, Nazanin, Moreira, Jose C. V., Muhleisen, Thomas W., Mueller-Myhsok, Bertram, Najt, Pablo, Nakahara, Soichiro, Nho, Kwangsik, Loohuis, Loes M. Olde, Orfanos, Dimitri Papadopoulos, Pearson, John F., Pitcher, Toni L., Putz, Benno, Quide, Yann, Ragothaman, Anjanibhargavi, Rashid, Faisal M., Reay, William R., Redlich, Ronny, Reinbold, Celine S., Repple, Jonathan, Richard, Genevieve, Riedel, Brandalyn C., Risacher, Shannon L., Rocha, Cristiane S., Mota, Nina R., Salminen, Lauren, Saremi, Arvin, Saykin, Andrew J., Schlag, Fenja, Schmaal, Lianne, Schofield, Peter R., Secolin, Rodrigo, Shapland, Chin Yang, Shen, Li, Shin, Jean, Shumskaya, Elena, Sonderby, Ida E., Sprooten, Emma, Tansey, Katherine E., Teumer, Alexander, Thalamuthu, Anbupalam, Tordesillas-Gutierrez, Diana, Turner, Jessica A., Uhlmann, Anne, Vallerga, Costanza L., van der Meer, Dennis, van Donkelaar, Marjolein M. J., van Eijk, Liza, van Erp, Theo G. M., van Haren, Neeltje E. M., van Rooij, Daan, van Tol, Marie-Jose, Veldink, Jan H., Verhoef, Ellen, Walton, Esther, Wang, Mingyuan, Wang, Yunpeng, Wardlaw, Joanna M., Wen, Wei, Westlye, Lars T., Whelan, Christopher D., Witt, Stephanie H., Wittfeld, Katharina, Wolf, Christiane, Wolfers, Thomas, Wu, Jing Qin, Yasuda, Clarissa L., Zaremba, Dario, Zhang, Zuo, Zwiers, Marcel P., Artiges, Eric, Assareh, Amelia A., Ayesa-Arriola, Rosa, Belger, Aysenil, Brandt, Christine L., Brown, Gregory G., Cichon, Sven, Curran, Joanne E., Davies, Gareth E., Degenhardt, Franziska, Dennis, Michelle F., Dietsche, Bruno, Djurovic, Srdjan, Doherty, Colin P., Espiritu, Ryan, Garijo, Daniel, Gil, Yolanda, Gowland, Penny A., Green, Robert C., Hausler, Alexander N., Heindel, Walter, Ho, Beng-Choon, Hoffmann, Wolfgang U., Holsboer, Florian, Homuth, Georg, Hosten, Norbert, Jack, Clifford R., Jr., Jang, MiHyun, Jansen, Andreas, Kimbrel, Nathan A., Kolskar, Knut, Koops, Sanne, Krug, Axel, Lim, Kelvin O., Luykx, Jurjen J., Mathalon, Daniel H., Mather, Karen A., Mattay, Venkata S., Matthews, Sarah, Van Son, Jaqueline Mayoral, McEwen, Sarah C., Melle, Ingrid, Morris, Derek W., Mueller, Bryon A., Nauck, Matthias, Nordvik, Jan E., Noethen, Markus M., O'Leary, Daniel S., Opel, Nils, Martinot, Marie-Laure Paillere, Pike, G. Bruce, Preda, Adrian, Quinlan, Erin B., Rasser, Paul E., Ratnakar, Varun, Reppermund, Simone, Steen, Vidar M., Tooney, Paul A., Torres, Fabio R., Veltman, Dick J., Voyvodic, James T., Whelan, Robert, White, Tonya, Yamamori, Hidenaga, Adams, Hieab H. H., Bis, Joshua C., Debette, Stephanie, Decarli, Charles, Fornage, Myriam, Gudnason, Vilmundur, Hofer, Edith, Ikram, M. Arfan, Launer, Lenore, Longstreth, W. T., Lopez, Oscar L., Mazoyer, Bernard, Mosley, Thomas H., Roshchupkin, Gennady V., Satizabal, Claudia L., Schmidt, Reinhold, Seshadri, Sudha, Yang, Qiong, Alvim, Marina K. M., Ames, David, Anderson, Tim J., Andreassen, Ole A., Arias-Vasquez, Alejandro, Bastin, Mark E., Baune, Bernhard T., Beckham, Jean C., Blangero, John, Boomsma, Dorret I., Brodaty, Henry, Brunner, Han G., Buckner, Randy L., Buitelaar, Jan K., Bustillo, Juan R., Cahn, Wiepke, Cairns, Murray J., Calhoun, Vince, Carr, Vaughan J., Caseras, Xavier, Caspers, Svenja, Cavalleri, Gianpiero L., Cendes, Fernando, Corvin, Aiden, Crespo-Facorro, Benedicto, Dalrymple-Alford, John C., Dannlowski, Udo, de Geus, Eco J. C., Deary, Ian J., Delanty, Norman, Depondt, Chantal, Desrivieres, Sylvane, Donohoe, Gary, Espeseth, Thomas, Fernandez, Guillen, Fisher, Simon E., Flor, Herta, Forstner, Andreas J., Francks, Clyde, Franke, Barbara, Glahn, David C., Gollub, Randy L., Grabe, Hans J., Gruber, Oliver, Haberg, Asta K., Hariri, Ahmad R., Hartman, Catharina A., Hashimoto, Ryota, Heinz, Andreas, Henskens, Frans A., Hillegers, Manon H. J., Hoekstra, Pieter J., Holmes, Avram J., Hong, L. Elliot, Hopkins, William D., Pol, Hilleke E. Hulshoff, Jernigan, Terry L., Jonsson, Erik G., Kahn, Rene S., Kennedy, Martin A., Kircher, Tilo T. J., Kochunov, Peter, Kwok, John B. J., Le Hellard, Stephanie, Loughland, Carmel M., Martin, Nicholas G., Martinot, Jean-Luc, McDonald, Colm, McMahon, Katie L., Meyer-Lindenberg, Andreas, Michie, Patricia T., Morey, Rajendra A., Mowry, Bryan, Nyberg, Lars, Oosterlaan, Jaap, Ophoff, Roel A., Pantelis, Christos, Paus, Tomas, Pausova, Zdenka, Penninx, Brenda W. J. H., Polderman, Tinca J. C., Posthuma, Danielle, Rietschel, Marcella, Roffman, Joshua L., Rowland, Laura M., Sachdev, Perminder S., Samann, Philipp G., Schall, Ulrich, Schumann, Gunter, Scott, Rodney J., Sim, Kang, Sisodiya, Sanjay M., Smoller, Jordan W., Sommer, Iris E., St Pourcain, Beate, Stein, Dan J., Toga, Arthur W., Trollor, Julian N., Van der Wee, Nic J. A., van't Ent, Dennis, Volzke, Henry, Walter, Henrik, Weber, Bernd, Weinberger, Daniel R., Wright, Margaret J., Zhou, Juan, Stein, Jason L., Thompson, Paul M., Medland, Sarah E., Grasby, Katrina L., Jahanshad, Neda, Painter, Jodie N., Colodro-Conde, Lucia, Bralten, Janita, Hibar, Derrek P., Lind, Penelope A., Pizzagalli, Fabrizio, Ching, Christopher R. K., McMahon, Mary Agnes B., Shatokhina, Natalia, Zsembik, Leo C. P., Thomopoulos, Sophia I., Zhu, Alyssa H., Strike, Lachlan T., Agartz, Ingrid, Alhusaini, Saud, Almeida, Marcio A. A., Alnaes, Dag, Amlien, Inge K., Andersson, Micael, Ard, Tyler, Armstrong, Nicola J., Ashley-Koch, Allison, Atkins, Joshua R., Bernard, Manon, Brouwer, Rachel M., Buimer, Elizabeth E. L., Bulow, Robin, Burger, Christian, Cannon, Dara M., Chakravarty, Mallar, Chen, Qiang, Cheung, Joshua W., Couvy-Duchesne, Baptiste, Dale, Anders M., Dalvie, Shareefa, de Araujo, Tania K., de Zubicaray, Greig I., de Zwarte, Sonja M. C., den Braber, Anouk, Doan, Nhat Trung, Dohm, Katharina, Ehrlich, Stefan, Engelbrecht, Hannah-Ruth, Erk, Susanne, Fan, Chun Chieh, Fedko, Iryna O., Foley, Sonya F., Ford, Judith M., Fukunaga, Masaki, Garrett, Melanie E., Ge, Tian, Giddaluru, Sudheer, Goldman, Aaron L., Green, Melissa J., Groenewold, Nynke A., Grotegerd, Dominik, Gurholt, Tiril P., Gutman, Boris A., Hansell, Narelle K., Harris, Mathew A., Harrison, Marc B., Haswell, Courtney C., Hauser, Michael, Herms, Stefan, Heslenfeld, Dirk J., Ho, New Fei, Hoehn, David, Hoffmann, Per, Holleran, Laurena, Hoogman, Martine, Hottenga, Jouke-Jan, Ikeda, Masashi, Janowitz, Deborah, Jansen, Iris E., Jia, Tianye, Jockwitz, Christiane, Kanai, Ryota, Karama, Sherif, Kasperaviciute, Dalia, Kaufmann, Tobias, Kelly, Sinead, Kikuchi, Masataka, Klein, Marieke, Knapp, Michael, Knodt, Annchen R., Kramer, Bernd, Lam, Max, Lancaster, Thomas M., Lee, Phil H., Lett, Tristram A., Lewis, Lindsay B., Lopes-Cendes, Iscia, Luciano, Michelle, Macciardi, Fabio, Marquand, Andre F., Mathias, Samuel R., Melzer, Tracy R., Milaneschi, Yuri, Mirza-Schreiber, Nazanin, Moreira, Jose C. V., Muhleisen, Thomas W., Mueller-Myhsok, Bertram, Najt, Pablo, Nakahara, Soichiro, Nho, Kwangsik, Loohuis, Loes M. Olde, Orfanos, Dimitri Papadopoulos, Pearson, John F., Pitcher, Toni L., Putz, Benno, Quide, Yann, Ragothaman, Anjanibhargavi, Rashid, Faisal M., Reay, William R., Redlich, Ronny, Reinbold, Celine S., Repple, Jonathan, Richard, Genevieve, Riedel, Brandalyn C., Risacher, Shannon L., Rocha, Cristiane S., Mota, Nina R., Salminen, Lauren, Saremi, Arvin, Saykin, Andrew J., Schlag, Fenja, Schmaal, Lianne, Schofield, Peter R., Secolin, Rodrigo, Shapland, Chin Yang, Shen, Li, Shin, Jean, Shumskaya, Elena, Sonderby, Ida E., Sprooten, Emma, Tansey, Katherine E., Teumer, Alexander, Thalamuthu, Anbupalam, Tordesillas-Gutierrez, Diana, Turner, Jessica A., Uhlmann, Anne, Vallerga, Costanza L., van der Meer, Dennis, van Donkelaar, Marjolein M. J., van Eijk, Liza, van Erp, Theo G. M., van Haren, Neeltje E. M., van Rooij, Daan, van Tol, Marie-Jose, Veldink, Jan H., Verhoef, Ellen, Walton, Esther, Wang, Mingyuan, Wang, Yunpeng, Wardlaw, Joanna M., Wen, Wei, Westlye, Lars T., Whelan, Christopher D., Witt, Stephanie H., Wittfeld, Katharina, Wolf, Christiane, Wolfers, Thomas, Wu, Jing Qin, Yasuda, Clarissa L., Zaremba, Dario, Zhang, Zuo, Zwiers, Marcel P., Artiges, Eric, Assareh, Amelia A., Ayesa-Arriola, Rosa, Belger, Aysenil, Brandt, Christine L., Brown, Gregory G., Cichon, Sven, Curran, Joanne E., Davies, Gareth E., Degenhardt, Franziska, Dennis, Michelle F., Dietsche, Bruno, Djurovic, Srdjan, Doherty, Colin P., Espiritu, Ryan, Garijo, Daniel, Gil, Yolanda, Gowland, Penny A., Green, Robert C., Hausler, Alexander N., Heindel, Walter, Ho, Beng-Choon, Hoffmann, Wolfgang U., Holsboer, Florian, Homuth, Georg, Hosten, Norbert, Jack, Clifford R., Jr., Jang, MiHyun, Jansen, Andreas, Kimbrel, Nathan A., Kolskar, Knut, Koops, Sanne, Krug, Axel, Lim, Kelvin O., Luykx, Jurjen J., Mathalon, Daniel H., Mather, Karen A., Mattay, Venkata S., Matthews, Sarah, Van Son, Jaqueline Mayoral, McEwen, Sarah C., Melle, Ingrid, Morris, Derek W., Mueller, Bryon A., Nauck, Matthias, Nordvik, Jan E., Noethen, Markus M., O'Leary, Daniel S., Opel, Nils, Martinot, Marie-Laure Paillere, Pike, G. Bruce, Preda, Adrian, Quinlan, Erin B., Rasser, Paul E., Ratnakar, Varun, Reppermund, Simone, Steen, Vidar M., Tooney, Paul A., Torres, Fabio R., Veltman, Dick J., Voyvodic, James T., Whelan, Robert, White, Tonya, Yamamori, Hidenaga, Adams, Hieab H. H., Bis, Joshua C., Debette, Stephanie, Decarli, Charles, Fornage, Myriam, Gudnason, Vilmundur, Hofer, Edith, Ikram, M. Arfan, Launer, Lenore, Longstreth, W. T., Lopez, Oscar L., Mazoyer, Bernard, Mosley, Thomas H., Roshchupkin, Gennady V., Satizabal, Claudia L., Schmidt, Reinhold, Seshadri, Sudha, Yang, Qiong, Alvim, Marina K. M., Ames, David, Anderson, Tim J., Andreassen, Ole A., Arias-Vasquez, Alejandro, Bastin, Mark E., Baune, Bernhard T., Beckham, Jean C., Blangero, John, Boomsma, Dorret I., Brodaty, Henry, Brunner, Han G., Buckner, Randy L., Buitelaar, Jan K., Bustillo, Juan R., Cahn, Wiepke, Cairns, Murray J., Calhoun, Vince, Carr, Vaughan J., Caseras, Xavier, Caspers, Svenja, Cavalleri, Gianpiero L., Cendes, Fernando, Corvin, Aiden, Crespo-Facorro, Benedicto, Dalrymple-Alford, John C., Dannlowski, Udo, de Geus, Eco J. C., Deary, Ian J., Delanty, Norman, Depondt, Chantal, Desrivieres, Sylvane, Donohoe, Gary, Espeseth, Thomas, Fernandez, Guillen, Fisher, Simon E., Flor, Herta, Forstner, Andreas J., Francks, Clyde, Franke, Barbara, Glahn, David C., Gollub, Randy L., Grabe, Hans J., Gruber, Oliver, Haberg, Asta K., Hariri, Ahmad R., Hartman, Catharina A., Hashimoto, Ryota, Heinz, Andreas, Henskens, Frans A., Hillegers, Manon H. J., Hoekstra, Pieter J., Holmes, Avram J., Hong, L. Elliot, Hopkins, William D., Pol, Hilleke E. Hulshoff, Jernigan, Terry L., Jonsson, Erik G., Kahn, Rene S., Kennedy, Martin A., Kircher, Tilo T. J., Kochunov, Peter, Kwok, John B. J., Le Hellard, Stephanie, Loughland, Carmel M., Martin, Nicholas G., Martinot, Jean-Luc, McDonald, Colm, McMahon, Katie L., Meyer-Lindenberg, Andreas, Michie, Patricia T., Morey, Rajendra A., Mowry, Bryan, Nyberg, Lars, Oosterlaan, Jaap, Ophoff, Roel A., Pantelis, Christos, Paus, Tomas, Pausova, Zdenka, Penninx, Brenda W. J. H., Polderman, Tinca J. C., Posthuma, Danielle, Rietschel, Marcella, Roffman, Joshua L., Rowland, Laura M., Sachdev, Perminder S., Samann, Philipp G., Schall, Ulrich, Schumann, Gunter, Scott, Rodney J., Sim, Kang, Sisodiya, Sanjay M., Smoller, Jordan W., Sommer, Iris E., St Pourcain, Beate, Stein, Dan J., Toga, Arthur W., Trollor, Julian N., Van der Wee, Nic J. A., van't Ent, Dennis, Volzke, Henry, Walter, Henrik, Weber, Bernd, Weinberger, Daniel R., Wright, Margaret J., Zhou, Juan, Stein, Jason L., Thompson, Paul M., and Medland, Sarah E.

Abstract

The cerebral cortex underlies our complex cognitive capabilities, yet little is known about the specific genetic loci that influence human cortical structure. To identify genetic variants that affect cortical structure, we conducted a genome-wide association meta-analysis of brain magnetic resonance imaging data from 51,665 individuals. We analyzed the surface area and average thickness of the whole cortex and 34 regions with known functional specializations. We identified 199 significant loci and found significant enrichment for loci influencing total surface area within regulatory elements that are active during prenatal cortical development, supporting the radial unit hypothesis. Loci that affect regional surface area cluster near genes in Wnt signaling pathways, which influence progenitor expansion and areal identity. Variation in cortical structure is genetically correlated with cognitive function, Parkinson's disease, insomnia, depression, neuroticism, and attention deficit hyperactivity disorder.

Published
2020
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15. Exploration of Shared Genetic Architecture Between Subcortical Brain Volumes and Anorexia Nervosa

Author

Walton, E, Hibar, D, Yilmaz, Z, Jahanshad, N, Cheung, J, Batury, V-L, Seitz, J, Bulik, CM, Thompson, PM, Ehrlich, Stefan, Hibar, Derrek P, Stein, Jason L, Renteria, Miguel E, Arias-Vasquez, Alejandro, Desrivieres, Sylvane, Jahanshad, Neda, Toro, Roberto, Wittfeld, Katharina, Abramovic, Lucija, Andersson, Micael, Aribisala, Benjamin S, Armstrong, Nicola J, Bernard, Manon, Bohlken, Marc M, Boks, Marco P, Bralten, Janita, Brown, Andrew A, Chakravarty, M Mallar, Chen, Qiang, Ching, Christopher RK, Cuellar-Partida, Gabriel, Den Braber, Anouk, Giddaluru, Sudheer, Goldman, Aaron L, Grimm, Oliver, Guadalupe, Tulio, Hass, Johanna, Woldehawariat, Girma, Holmes, Avram J, Hoogman, Martine, Janowitz, Deborah, Jia, Tianye, Kim, Sungeun, Klein, Marieke, Kraemer, Bernd, Lee, Phil H, Loohuis, Loes M Olde, Luciano, Michelle, Macare, Christine, Mather, Karen A, Mattheisen, Manuel, Milaneschi, Yuri, Nho, Kwangsik, Papmeyer, Martina, Ramasamy, Adaikalavan, Risacher, Shannon L, Roiz-Santianez, Roberto, Rose, Emma J, Salami, Alireza, Samann, Philipp G, Schmaal, Lianne, Schork, Andrew J, Shin, Jean, Strike, Lachlan T, Teumer, Alexander, van Donkelaar, Marjolein MJ, van Eijk, Kristel R, Walters, Raymond K, Westlye, Lars T, Whelan, Christopher D, Winkler, Anderson M, Zwiers, Marcel P, Alhusaini, Saud, Athanasiu, Lavinia, Hakobjan, Marina MH, Hartberg, Cecilie B, Haukvik, Unn K, Heister, Angelien JGAM, Hohn, David, Kasperaviciute, Dalia, Liewald, David CM, Lopez, Lorna M, Makkinje, Remco RR, Matarin, Mar, Naber, Marlies AM, Mckay, David R, Needham, Margaret, Nugent, Allison C, Putz, Benno, Shen, Li, Sprooten, Emma, Trabzuni, Daniah, van der Marel, Saskia SL, van Hulzen, Kimm JE, Walton, Esther, Wolf, Christiane, Almasy, Laura, Ames, David, Arepalli, Sampath, Assareh, Amelia A, Bastin, Mark E, Brodaty, Henry, Bulayeva, Kazima B, Carless, Melanie A, Cichon, Sven, Corvin, Aiden, Curran, Joanne E, Czisch, Michael, de Zubicaray, Greig I, Dillman, Allissa, Duggirala, Ravi, Dyer, Thomas D, Erk, Susanne, Fedko, Iryna O, Ferrucci, Luigi, Foroud, Tatiana M, Fox, Peter T, Fukunaga, Masaki, Gibbs, J Raphael, Goring, Harald HH, Green, Robert C, Guelfi, Sebastian, Hansell, Narelle K, Hartman, Catharina A, Hegenscheid, Katrin, Heinz, Andreas, Hernandez, Dena G, Heslenfeld, Dirk J, Hoekstra, Pieter J, Holsboer, Florian, Homuth, Georg, Hottenga, Jouke-Jan, Ikeda, Masashi, Jr, Jack Clifford R, Jenkinson, Mark, Johnson, Robert, Kanai, Ryota, Keil, Maria, Jr, Kent Jack W, Kochunov, Peter, Kwok, John B, Lawrie, Stephen M, Liu, Xinmin, Longo, Dan L, McMahon, Katie L, Meisenzahl, Eva, Melle, Ingrid, Mohnke, Sebastian, Montgomery, Grant W, Mostert, Jeanette C, Muhleisen, Thomas W, Nalls, Michael A, Nichols, Thomas E, Nilsson, Lars G, Nothen, Markus M, Ohi, Kazutaka, Olvera, Rene L, Perez-Iglesias, Rocio, Pike, G Bruce, Potkin, Steven G, Reinvang, Ivar, Reppermund, Simone, Rietschel, Marcella, Romanczuk-Seiferth, Nina, Rosen, Glenn D, Rujescu, Dan, Schnell, Knut, Schofield, Peter R, Smith, Colin, Steen, Vidar M, Sussmann, Jessika E, Thalamuthu, Anbupalam, Toga, Arthur W, Traynor, Bryan J, Troncoso, Juan, Turner, Jessica A, Hernandez, Maria C Valdes, van't Ent, Dennis, van der Brug, Marcel, van der Wee, Nic JA, van Tol, Marie-Jose, Veltman, Dick J, Wassink, Thomas H, Westman, Eric, Zielke, Ronald H, Zonderman, Alan B, Ashbrook, David G, Hager, Reinmar, Lu, Lu, McMahon, Francis J, Morris, Derek W, Williams, Robert W, Brunner, Han G, Buckner, Randy L, Buitelaar, Jan K, Cahn, Wiepke, Calhoun, Vince D, Cavalleri, Gianpiero L, Crespo-Facorro, Benedicto, Dale, Anders M, Davies, Gareth E, Delanty, Norman, Depondt, Chantal, Djurovic, Srdjan, Drevets, Wayne C, Espeseth, Thomas, Gollub, Randy L, Ho, Beng-Choon, Hoffmann, Wolfgang, Hosten, Norbert, Kahn, Rene S, Le Hellard, Stephanie, Meyer-Lindenberg, Andreas, Mueller-Myhsok, Bertram, Nauck, Matthias, Nyberg, Lars, Pandolfo, Massimo, Penninx, Brenda WJH, Roffman, Joshua L, Sisodiya, Sanjay M, Smoller, Jordan W, van Bokhoven, Hans, van Haren, Neeltje EM, Volzke, Henry, Walter, Henrik, Weiner, Michael W, Wen, Wei, White, Tonya, Agartz, Ingrid, Andreassen, Ole A, Blangero, John, Boomsma, Dorret I, Brouwer, Rachel M, Cannon, Dara M, Cookson, Mark R, de Geus, Eco JC, Deary, Ian J, Donohoe, Gary, Fernandez, Guillen, Fisher, Simon E, Francks, Clyde, Glahn, David C, Grabe, Hans J, Gruber, Oliver, Hardy, John, Hashimoto, Ryota, Pol, Hilleke E Hulshoff, Jonsson, Erik G, Kloszewska, Iwona, Lovestone, Simon, Mattay, Venkata S, Mecocci, Patrizia, McDonald, Colm, McIntosh, Andrew M, Ophoff, Roel A, Paus, Tomas, Pausova, Zdenka, Ryten, Mina, Sachdev, Perminder S, Saykin, Andrew J, Simmons, Andrew, Singleton, Andrew, Soininen, Hilkka, Wardlaw, Joanna M, Weale, Michael E, Weinberger, Daniel R, Adams, Hieab HH, Launer, Lenore J, Seiler, Stephan, Schmidt, Reinhold, Chauhan, Ganesh, Satizabal, Claudia L, Becker, James T, Yanek, Lisa R, van der Lee, Sven J, Ebling, Maritza, Fischl, Bruce, Longstreth, WT, Greve, Douglas, Schmidt, Helena, Nyquist, Paul, Vinke, Louis N, van Duijn, Cornelia M, Luting, Xue, Mazoyer, Bernard, Bis, Joshua C, Gudnason, Vilmundur, Seshadri, Sudha, Ikram, M Arfan, Martin, Nicholas G, Wright, Margaret J, Schumann, Gunter, Franke, Barbara, Thompson, Paul M, Medland, Sarah E, Duncan, Laramie, Yilmaz, Zeynep, Walters, Raymond, Goldstein, Jackie, Anttila, Verneri, Bulik-Sullivan, Brendan, Ripke, Stephan, Adan, Roger, Alfredsson, Lars, Ando, Tetsuya, Andreassen, Ole, Aschauer, Harald, Baker, Jessica, Barrett, Jeffrey, Bencko, Vladimir, Bergen, Andrew, Berrettini, Wade, Birgegard, Andreas, Boni, Claudette, Perica, Vesna Boraska, Brandt, Harry, Burghardt, Roland, Carlberg, Laura, Cassina, Matteo, Cichon, Carolyn Cesta Sven, Clementi, Maurizio, Cohen-Woods, Sarah, Coleman, Joni, Cone, Roger, Courtet, Philippe, Crawford, Steven, Crow, Scott, Crowley, Jim, Danner, Unna, Davis, Oliver, de Zwaan, Martina, Dedoussis, George, Degortes, Daniela, DeSocio, Janiece, Dick, Danielle, Dikeos, Dimitris, Dina, Christian, Ding, Bo, Dmitrzak-Weglarz, Monika, Docampo, Elisa, Egberts, Karin, Escaramis, Georgia, Esko, Tonu, Estivill, Xavier, Favaro, Angela, Fernandez-Aranda, Fernando, Fichter, Manfred, Finan, Chris, Fischer, Krista, Floyd, James, Focker, Manuel, Foretova, Lenka, Forzan, Monica, Fox, Caroline, Franklin, Christopher, Gallinger, Valerie Gaborieau Steven, Gambaro, Giovanni, Gaspar, Helena, Giegling, Ina, Gonidakis, Fragiskos, Gorwood, Philip, Gratacos, Monica, Guillaume, Sebastien, Guo, Yiran, Hakonarson, Hakon, Halmi, Katherine, Harrison, Rebecca, Hatzikotoulas, Konstantinos, Hauser, Joanna, Hebebrand, Johannes, Helder, Sietske, Hendriks, Judith, Herms, Stefan, Herpertz-Dahlmann, Beate, Herzog, Wolfgang, Hilliard, Christopher, Huckins, Laura, Hudson, James, Huemer, Julia, Imgart, Hartmut, Inoko, Hidetoshi, Jamain, Sigrid Jall Stephane, Janout, Vladimir, Jimenez-Murcia, Susana, Johnson, Craig, Jordan, Jenny, Julia, Antonio, Jureus, Anders, Kalsi, Gursharan, Kaplan, Allan, Kaprio, Jaakko, Karhunen, Leila, Karwautz, Andreas, Kas, Martien, Kaye, Walter, Kennedy, Martin, Kennedy, James, Keski-Rahkonen, Anna, Kiezebrink, Kirsty, Kim, Youl-Ri, Klareskog, Lars, Klump, Kelly, Knudsen, Gun Peggy, Koeleman, Bobby, Koubek, Doris, La Via, Maria, Landen, Mikael, Leboyer, Marion, Levitan, Robert, Li, Dong, Lichtenstein, Paul, Lilenfeld, Lisa, Lissowska, Jolanta, Lundervold, Astri, Magistretti, Pierre, Maj, Mario, Mannik, Katrin, Marsal, Sara, Kaminska, Debora, Martin, Nicholas, Mattingsdal, Morten, McDevitt, Sara, McGuffin, Peter, Merl, Elisabeth, Metspalu, Andres, Meulenbelt, Ingrid, Micali, Nadia, Mitchell, James, Mitchell, Karen, Monteleone, Palmiero, Monteleone, Alessio Maria, Montgomery, Grant, Mortensen, Preben, Munn-Chernoff, Melissa, Mueller, Timo, Nacmias, Benedetta, Navratilova, Marie, Nilsson, Ida, Norring, Claes, Ntalla, Ioanna, Ophoff, Roel, O'Toole, Julie, Palotie, Aarno, Pantel, Jacques, Papezova, Hana, Pinto, Richard Parker Dalila, Rabionet, Raquel, Raevuori, Anu, Rajewski, Andrzej, Ramoz, Nicolas, Rayner, N William, Reichborn-Kjennerud, Ted, Ricca, Valdo, Ripatti, Samuli, Ritschel, Franziska, Roberts, Marion, Rotondo, Alessandro, Rybakowski, Filip, Santonastaso, Paolo, Scherag, Andre, Scherer, Stephen, Schmidt, Ulrike, Schork, Nicholas, Schosser, Alexandra, Scott, Laura, Seitz, Jochen, Slachtova, Lenka, Sladek, Robert, Slagboom, P Eline, Slof-Op't Landt, Margarita, Slopien, Agnieszka, Smith, Tosha, Soranzo, Nicole, Sorbi, Sandro, Southam, Lorraine, Steen, Vidar, Strengman, Eric, Strober, Michael, Szatkiewicz, Jin, Szeszenia-Dabrowska, Neonila, Tachmazidou, Ioanna, Tenconi, Elena, Tortorella, Alfonso, Tozzi, Federica, Treasure, Janet, Tschop, Matthias, Tsitsika, Artemis, Tziouvas, Konstantinos, van Elburg, Annemarie, van Furth, Eric, Wade, Tracey, Wagner, Gudrun, Watson, Hunna, Wichmann, H-Erich, Widen, Elisabeth, Woodside, D Blake, Yanovski, Jack, Yao, Shuyang, Zerwas, Stephanie, Zipfel, Stephan, Thornton, Laura, Hinney, Anke, Breen, Gerome, Bulik, Cynthia M, PGC-ED, Grp, ENIGMA Genetics Working, Interdisciplinary Centre Psychopathology and Emotion regulation (ICPE), Kas lab, Clinical Cognitive Neuropsychiatry Research Program (CCNP), Psychiatry, Amsterdam Neuroscience - Complex Trait Genetics, and APH - Mental Health

Subjects
0301 basic medicine, Anorexia Nervosa, Eating Disorders, REWARD CIRCUITRY, Genome-wide association study, ADOLESCENT, PGC-ED, Bioinformatics, Linkage Disequilibrium, 0302 clinical medicine, Anorexia nervosa, Brain structure, Genetic correlation, SCHIZOPHRENIA, ENIGMA Genetics Working Group, 2.1 Biological and endogenous factors, Psychology, Aetiology, Cervell, RISK, ABNORMALITIES, Anorèxia nerviosa, Brain, FUNCTIONAL CONNECTIVITY, Organ Size, Single Nucleotide, Serious Mental Illness, Magnetic Resonance Imaging, 3. Good health, Anorexia, Mental Health, Neurology, Anorexia nervosa (differential diagnoses), Brain size, MENDELIAN RANDOMIZATION, Biomedical Imaging, Cognitive Sciences, RESPONSE-INHIBITION, Neuroscience (miscellaneous), Biology, Polymorphism, Single Nucleotide, Article, 03 medical and health sciences, Cellular and Molecular Neuroscience, Mendelian randomization, Journal Article, Genetics, Humans, Genetic Testing, GENOME-WIDE ASSOCIATION, Polymorphism, POLYMORPHISMS, Genetic association, Neurology & Neurosurgery, Prevention, Human Genome, Neurosciences, Mendelian Randomization Analysis, Genetic architecture, Brain Disorders, 030104 developmental biology, Genetic marker, Case-Control Studies, 030217 neurology & neurosurgery, Genètica, Genome-Wide Association Study
Abstract

Molecular neurobiology 56(7), 5146-5156 (2019). doi:10.1007/s12035-018-1439-4, Published by Humana Press, Totowa, NJ

Published
2019

16. Genetic architecture of subcortical brain structures in 38,851 individuals

Author

Satizabal, Claudia L, Adams, Hieab H H, Hibar, Derrek P, White, Charles C, Knol, Maria J, Stein, Jason L, Scholz, Markus, Sargurupremraj, Muralidharan, Jahanshad, Neda, Roshchupkin, Gennady V, Smith, Albert V, Bis, Joshua C, Jian, Xueqiu, Luciano, Michelle, Hofer, Edith, Teumer, Alexander, van der Lee, Sven J, Yang, Jingyun, Yanek, Lisa R, Lee, Tom V, Li, Shuo, Hu, Yanhui, Koh, Jia Yu, Eicher, John D, Desrivières, Sylvane, Arias-Vasquez, Alejandro, Chauhan, Ganesh, Athanasiu, Lavinia, Rentería, Miguel E, Kim, Sungeun, Hoehn, David, Armstrong, Nicola J, Chen, Qiang, Holmes, Avram J, den Braber, Anouk, Kloszewska, Iwona, Andersson, Micael, Espeseth, Thomas, Grimm, Oliver, Abramovic, Lucija, Alhusaini, Saud, Milaneschi, Yuri, Papmeyer, Martina, Axelsson, Tomas, Ehrlich, Stefan, Roiz-Santiañez, Roberto, Kraemer, Bernd, Håberg, Asta K, Jones, Hannah J, Pike, G Bruce, Stein, Dan J, Stevens, Allison, Bralten, Janita, Vernooij, Meike W, Harris, Tamara B, Filippi, Irina, Witte, A Veronica, Guadalupe, Tulio, Wittfeld, Katharina, Mosley, Thomas H, Becker, James T, Doan, Nhat Trung, Hagenaars, Saskia P, Saba, Yasaman, Cuellar-Partida, Gabriel, Amin, Najaf, Hilal, Saima, Nho, Kwangsik, Mirza-Schreiber, Nazanin, Arfanakis, Konstantinos, Becker, Diane M, Ames, David, Goldman, Aaron L, Lee, Phil H, Boomsma, Dorret I, Lovestone, Simon, Giddaluru, Sudheer, Le Hellard, Stephanie, Mattheisen, Manuel, Bohlken, Marc M, Kasperaviciute, Dalia, Schmaal, Lianne, Lawrie, Stephen M, Agartz, Ingrid, Walton, Esther, Tordesillas-Gutierrez, Diana, Davies, Gareth E, Shin, Jean, Ipser, Jonathan C, Vinke, Louis N, Hoogman, Martine, Jia, Tianye, Burkhardt, Ralph, Klein, Marieke, Crivello, Fabrice, Janowitz, Deborah, Carmichael, Owen, Haukvik, Unn K, Aribisala, Benjamin S, Schmidt, Helena, Strike, Lachlan T, Cheng, Ching-Yu, Risacher, Shannon L, Pütz, Benno, Fleischman, Debra A, Assareh, Amelia A, Mattay, Venkata S, Buckner, Randy L, Mecocci, Patrizia, Dale, Anders M, Cichon, Sven, Boks, Marco P, Matarin, Mar, Penninx, Brenda W J H, Calhoun, Vince D, Chakravarty, M Mallar, Marquand, Andre F, Macare, Christine, Kharabian Masouleh, Shahrzad, Oosterlaan, Jaap, Amouyel, Philippe, Hegenscheid, Katrin, Rotter, Jerome I, Schork, Andrew J, Liewald, David C M, de Zubicaray, Greig I, Wong, Tien Yin, Shen, Li, Sämann, Philipp G, Brodaty, Henry, Roffman, Joshua L, de Geus, Eco J C, Tsolaki, Magda, Erk, Susanne, van Eijk, Kristel R, Cavalleri, Gianpiero L, van der Wee, Nic J A, McIntosh, Andrew M, Gollub, Randy L, Bulayeva, Kazima B, Bernard, Manon, Richards, Jennifer S, Himali, Jayandra J, Loeffler, Markus, Rommelse, Nanda, Hoffmann, Wolfgang, Westlye, Lars T, Valdés Hernández, Maria C, Hansell, Narelle K, van Erp, Theo G M, Wolf, Christiane, Kwok, John B J, Vellas, Bruno, Heinz, Andreas, Olde Loohuis, Loes M, Delanty, Norman, Ho, Beng-Choon, Ching, Christopher R K, Shumskaya, Elena, Singh, Baljeet, Hofman, Albert, van der Meer, Dennis, Homuth, Georg, Psaty, Bruce M, Bastin, Mark E, Montgomery, Grant W, Foroud, Tatiana M, Reppermund, Simone, Hottenga, Jouke-Jan, Simmons, Andrew, Meyer-Lindenberg, Andreas, Cahn, Wiepke, Whelan, Christopher D, van Donkelaar, Marjolein M J, Yang, Qiong, Hosten, Norbert, Green, Robert C, Thalamuthu, Anbupalam, Mohnke, Sebastian, Hulshoff Pol, Hilleke E, Lin, Honghuang, Jack, Clifford R, Schofield, Peter R, Mühleisen, Thomas W, Maillard, Pauline, Potkin, Steven G, Wen, Wei, Fletcher, Evan, Toga, Arthur W, Gruber, Oliver, Huentelman, Matthew, Davey Smith, George, Launer, Lenore J, Nyberg, Lars, Jönsson, Erik G, Crespo-Facorro, Benedicto, Koen, Nastassja, Greve, Douglas N, Uitterlinden, André G, Weinberger, Daniel R, Steen, Vidar M, Fedko, Iryna O, Groenewold, Nynke A, Niessen, Wiro J, Toro, Roberto, Tzourio, Christophe, Longstreth, William T, Ikram, M Kamran, Smoller, Jordan W, van Tol, Marie-Jose, Sussmann, Jessika E, Paus, Tomas, Lemaître, Hervé, Schroeter, Matthias L, Mazoyer, Bernard, Andreassen, Ole A, Holsboer, Florian, Depondt, Chantal, Veltman, Dick J, Turner, Jessica A, Pausova, Zdenka, Schumann, Gunter, van Rooij, Daan, Djurovic, Srdjan, Deary, Ian J, McMahon, Katie L, Müller-Myhsok, Bertram, Brouwer, Rachel M, Soininen, Hilkka, Pandolfo, Massimo, Wassink, Thomas H, Cheung, Joshua W, Wolfers, Thomas, Martinot, Jean-Luc, Zwiers, Marcel P, Nauck, Matthias, Melle, Ingrid, Martin, Nicholas G, Kanai, Ryota, Westman, Eric, Kahn, René S, Sisodiya, Sanjay M, White, Tonya, Saremi, Arvin, van Bokhoven, Hans, Brunner, Han G, Völzke, Henry, Wright, Margaret J, van 't Ent, Dennis, Nöthen, Markus M, Ophoff, Roel A, Buitelaar, Jan K, Fernández, Guillén, Sachdev, Perminder S, Rietschel, Marcella, van Haren, Neeltje E M, Fisher, Simon E, Beiser, Alexa S, Francks, Clyde, Saykin, Andrew J, Mather, Karen A, Romanczuk-Seiferth, Nina, Hartman, Catharina A, DeStefano, Anita L, Heslenfeld, Dirk J, Weiner, Michael W, Walter, Henrik, Hoekstra, Pieter J, Nyquist, Paul A, Franke, Barbara, Bennett, David A, Grabe, Hans J, Johnson, Andrew D, Chen, Christopher, van Duijn, Cornelia M, Lopez, Oscar L, Fornage, Myriam, Wardlaw, Joanna M, Schmidt, Reinhold, DeCarli, Charles, De Jager, Philip L, Villringer, Arno, Debette, Stéphanie, Gudnason, Vilmundur, Medland, Sarah E, Shulman, Joshua M, Thompson, Paul M, Seshadri, Sudha, Ikram, M Arfan, Satizabal, Claudia L, Adams, Hieab H H, Hibar, Derrek P, White, Charles C, Knol, Maria J, Stein, Jason L, Scholz, Markus, Sargurupremraj, Muralidharan, Jahanshad, Neda, Roshchupkin, Gennady V, Smith, Albert V, Bis, Joshua C, Jian, Xueqiu, Luciano, Michelle, Hofer, Edith, Teumer, Alexander, van der Lee, Sven J, Yang, Jingyun, Yanek, Lisa R, Lee, Tom V, Li, Shuo, Hu, Yanhui, Koh, Jia Yu, Eicher, John D, Desrivières, Sylvane, Arias-Vasquez, Alejandro, Chauhan, Ganesh, Athanasiu, Lavinia, Rentería, Miguel E, Kim, Sungeun, Hoehn, David, Armstrong, Nicola J, Chen, Qiang, Holmes, Avram J, den Braber, Anouk, Kloszewska, Iwona, Andersson, Micael, Espeseth, Thomas, Grimm, Oliver, Abramovic, Lucija, Alhusaini, Saud, Milaneschi, Yuri, Papmeyer, Martina, Axelsson, Tomas, Ehrlich, Stefan, Roiz-Santiañez, Roberto, Kraemer, Bernd, Håberg, Asta K, Jones, Hannah J, Pike, G Bruce, Stein, Dan J, Stevens, Allison, Bralten, Janita, Vernooij, Meike W, Harris, Tamara B, Filippi, Irina, Witte, A Veronica, Guadalupe, Tulio, Wittfeld, Katharina, Mosley, Thomas H, Becker, James T, Doan, Nhat Trung, Hagenaars, Saskia P, Saba, Yasaman, Cuellar-Partida, Gabriel, Amin, Najaf, Hilal, Saima, Nho, Kwangsik, Mirza-Schreiber, Nazanin, Arfanakis, Konstantinos, Becker, Diane M, Ames, David, Goldman, Aaron L, Lee, Phil H, Boomsma, Dorret I, Lovestone, Simon, Giddaluru, Sudheer, Le Hellard, Stephanie, Mattheisen, Manuel, Bohlken, Marc M, Kasperaviciute, Dalia, Schmaal, Lianne, Lawrie, Stephen M, Agartz, Ingrid, Walton, Esther, Tordesillas-Gutierrez, Diana, Davies, Gareth E, Shin, Jean, Ipser, Jonathan C, Vinke, Louis N, Hoogman, Martine, Jia, Tianye, Burkhardt, Ralph, Klein, Marieke, Crivello, Fabrice, Janowitz, Deborah, Carmichael, Owen, Haukvik, Unn K, Aribisala, Benjamin S, Schmidt, Helena, Strike, Lachlan T, Cheng, Ching-Yu, Risacher, Shannon L, Pütz, Benno, Fleischman, Debra A, Assareh, Amelia A, Mattay, Venkata S, Buckner, Randy L, Mecocci, Patrizia, Dale, Anders M, Cichon, Sven, Boks, Marco P, Matarin, Mar, Penninx, Brenda W J H, Calhoun, Vince D, Chakravarty, M Mallar, Marquand, Andre F, Macare, Christine, Kharabian Masouleh, Shahrzad, Oosterlaan, Jaap, Amouyel, Philippe, Hegenscheid, Katrin, Rotter, Jerome I, Schork, Andrew J, Liewald, David C M, de Zubicaray, Greig I, Wong, Tien Yin, Shen, Li, Sämann, Philipp G, Brodaty, Henry, Roffman, Joshua L, de Geus, Eco J C, Tsolaki, Magda, Erk, Susanne, van Eijk, Kristel R, Cavalleri, Gianpiero L, van der Wee, Nic J A, McIntosh, Andrew M, Gollub, Randy L, Bulayeva, Kazima B, Bernard, Manon, Richards, Jennifer S, Himali, Jayandra J, Loeffler, Markus, Rommelse, Nanda, Hoffmann, Wolfgang, Westlye, Lars T, Valdés Hernández, Maria C, Hansell, Narelle K, van Erp, Theo G M, Wolf, Christiane, Kwok, John B J, Vellas, Bruno, Heinz, Andreas, Olde Loohuis, Loes M, Delanty, Norman, Ho, Beng-Choon, Ching, Christopher R K, Shumskaya, Elena, Singh, Baljeet, Hofman, Albert, van der Meer, Dennis, Homuth, Georg, Psaty, Bruce M, Bastin, Mark E, Montgomery, Grant W, Foroud, Tatiana M, Reppermund, Simone, Hottenga, Jouke-Jan, Simmons, Andrew, Meyer-Lindenberg, Andreas, Cahn, Wiepke, Whelan, Christopher D, van Donkelaar, Marjolein M J, Yang, Qiong, Hosten, Norbert, Green, Robert C, Thalamuthu, Anbupalam, Mohnke, Sebastian, Hulshoff Pol, Hilleke E, Lin, Honghuang, Jack, Clifford R, Schofield, Peter R, Mühleisen, Thomas W, Maillard, Pauline, Potkin, Steven G, Wen, Wei, Fletcher, Evan, Toga, Arthur W, Gruber, Oliver, Huentelman, Matthew, Davey Smith, George, Launer, Lenore J, Nyberg, Lars, Jönsson, Erik G, Crespo-Facorro, Benedicto, Koen, Nastassja, Greve, Douglas N, Uitterlinden, André G, Weinberger, Daniel R, Steen, Vidar M, Fedko, Iryna O, Groenewold, Nynke A, Niessen, Wiro J, Toro, Roberto, Tzourio, Christophe, Longstreth, William T, Ikram, M Kamran, Smoller, Jordan W, van Tol, Marie-Jose, Sussmann, Jessika E, Paus, Tomas, Lemaître, Hervé, Schroeter, Matthias L, Mazoyer, Bernard, Andreassen, Ole A, Holsboer, Florian, Depondt, Chantal, Veltman, Dick J, Turner, Jessica A, Pausova, Zdenka, Schumann, Gunter, van Rooij, Daan, Djurovic, Srdjan, Deary, Ian J, McMahon, Katie L, Müller-Myhsok, Bertram, Brouwer, Rachel M, Soininen, Hilkka, Pandolfo, Massimo, Wassink, Thomas H, Cheung, Joshua W, Wolfers, Thomas, Martinot, Jean-Luc, Zwiers, Marcel P, Nauck, Matthias, Melle, Ingrid, Martin, Nicholas G, Kanai, Ryota, Westman, Eric, Kahn, René S, Sisodiya, Sanjay M, White, Tonya, Saremi, Arvin, van Bokhoven, Hans, Brunner, Han G, Völzke, Henry, Wright, Margaret J, van 't Ent, Dennis, Nöthen, Markus M, Ophoff, Roel A, Buitelaar, Jan K, Fernández, Guillén, Sachdev, Perminder S, Rietschel, Marcella, van Haren, Neeltje E M, Fisher, Simon E, Beiser, Alexa S, Francks, Clyde, Saykin, Andrew J, Mather, Karen A, Romanczuk-Seiferth, Nina, Hartman, Catharina A, DeStefano, Anita L, Heslenfeld, Dirk J, Weiner, Michael W, Walter, Henrik, Hoekstra, Pieter J, Nyquist, Paul A, Franke, Barbara, Bennett, David A, Grabe, Hans J, Johnson, Andrew D, Chen, Christopher, van Duijn, Cornelia M, Lopez, Oscar L, Fornage, Myriam, Wardlaw, Joanna M, Schmidt, Reinhold, DeCarli, Charles, De Jager, Philip L, Villringer, Arno, Debette, Stéphanie, Gudnason, Vilmundur, Medland, Sarah E, Shulman, Joshua M, Thompson, Paul M, Seshadri, Sudha, and Ikram, M Arfan

Abstract

Subcortical brain structures are integral to motion, consciousness, emotions and learning. We identified common genetic variation related to the volumes of the nucleus accumbens, amygdala, brainstem, caudate nucleus, globus pallidus, putamen and thalamus, using genome-wide association analyses in almost 40,000 individuals from CHARGE, ENIGMA and UK Biobank. We show that variability in subcortical volumes is heritable, and identify 48 significantly associated loci (40 novel at the time of analysis). Annotation of these loci by utilizing gene expression, methylation and neuropathological data identified 199 genes putatively implicated in neurodevelopment, synaptic signaling, axonal transport, apoptosis, inflammation/infection and susceptibility to neurological disorders. This set of genes is significantly enriched for Drosophila orthologs associated with neurodevelopmental phenotypes, suggesting evolutionarily conserved mechanisms. Our findings uncover novel biology and potential drug targets underlying brain development and disease.

Published
2019
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17. Genetic influences on schizophrenia and subcortical brain volumes: large-scale proof of concept

Author

Franke, Barbara, Stein, Jason L, McIntosh, Andrew M, Eichhammer, Peter, Eriksson, Johan, Escott-Price, Valentina, Essioux, Laurent, Fanous, Ayman H, Farrell, Martilias S, Frank, Josef, Franke, Lude, Freedman, Robert, Freimer, Nelson B, Lee, Phil, Friedman, Joseph I, Fromer, Menachem, Genovese, Giulio, Georgieva, Lyudmila, Gershon, Elliot S, Giegling, Ina, Giusti-Rodríguez, Paola, Godard, Stephanie, Goldstein, Jacqueline I, Gopal, Srihari, McMahon, Francis J, Gratten, Jacob, de Haan, Lieuwe, Hammer, Christian, Hamshere, Marian L, Hansen, Mark, Hansen, Thomas, Haroutunian, Vahram, Hartmann, Annette M, Henskens, Frans A, Herms, Stefan L, Meyer-Lindenberg, Andreas, Hirschhorn, Joel N, Hoffmann, Per, Hofman, Andrea, Hollegaard, Mads V, Hougaard, David M, Ikeda, Masashi, Joa, Inge, Julià, Antonio, Kähler, Anna K, Kahn, René S, Mattheisen, Manuel, Kalaydjieva, Luba, Karachanak-Yankova, Sena, Karjalainen, Juha, Kavanagh, David, Keller, Matthew C, Kelly, Brian J, Kennedy, James L, Khrunin, Andrey, Kim, Yunjung, Klovins, Janis, Andreassen, Ole A, Knowles, James A, Konte, Bettina, Kucinskas, Vaidutis, Kucinskiene, Zita Ausrele, Kuzelova-Ptackova, Hana, Laurent, Claudine, Lee, S Hong, Keong, Jimmy Lee Chee, Legge, Sophie E, Lerer, Bernard, Gruber, Oliver, Li, Miaoxin, Li, Tao, Liang, Kung-Yee, Lieberman, Jeffrey, Limborska, Svetlana, Lönnqvist, Jouko, Loughland, Carmel M, Lubinski, Jan, Macek, Milan, Magnusson, Patrik K E, Sachdev, Perminder S, Maher, Brion S, Maier, Wolfgang, Mallet, Jacques, Marsal, Sara, Mattingsdal, Morten, McCarley, Robert W, McDonald, Colm, Meier, Sandra, Roiz-Santiañez, Roberto, Meijer, Carin J, Melegh, Bela, Melle, Ingrid, Mesholam-Gately, Raquelle I, Metspalu, Andres, Michie, Patricia T, Milani, Lili, Milanova, Vihra, Mokrab, Younes, Morris, Derek W, Saykin, Andrew J, Mors, Ole, Müller-Myhsok, Bertram, Murphy, Kieran C, Murray, Robin M, Myin-Germeys, Inez, Nelis, Mari, Nenadic, Igor, Nertney, Deborah A, Nestadt, Gerald, Nicodemus, Kristin K, Ripke, Stephan, Ehrlich, Stefan, Nikitina-Zake, Liene, Nisenbaum, Laura, Nordin, Annelie, O'Callaghan, Eadbhard, O'Dushlaine, Colm, O'Neill, F Anthony, Oh, Sang-Yun, Olincy, Ann, Olsen, Line, Van Os, Jim, Mather, Karen A, Pantelis, Christos, Papadimitriou, George N, Papiol, Sergi, Parkhomenko, Elena, Pato, Michele T, Paunio, Tiina, Perkins, Diana O, Pietiläinen, Olli, Pimm, Jonathan, Pocklington, Andrew J, Turner, Jessica A, Powell, John, Price, Alkes, Pulver, Ann E, Purcell, Shaun M, Quested, Digby, Rasmussen, Henrik B, Reichenberg, Abraham, Reimers, Mark A, Richards, Alexander L, Roffman, Joshua L, Schwarz, Emanuel, Roussos, Panos, Ruderfer, Douglas M, Salomaa, Veikko, Sanders, Alan R, Schall, Ulrich, Schubert, Christian R, Schulze, Thomas G, Schwab, Sibylle G, Scolnick, Edward M, Scott, Rodney J, Thalamuthu, Anbupalam, Seidman, Larry J, Shi, Jianxin, Silverman, Jeremy M, Sim, Kang, Slominsky, Petr, Smoller, Jordan W, So, Hon-Cheong, Söderman, Erik, Spencer, Chris C A, Stahl, Eli A, Shugart, Yin Yao, Stogmann, Elisabeth, Straub, Richard E, Strengman, Eric, Strohmaier, Jana, Stroup, T Scott, Subramaniam, Mythily, Suvisaari, Jaana, Svrakic, Dragan M, Szatkiewicz, Jin P, Thirumalai, Srinivas, Ho, Yvonne Yw, Toncheva, Draga, Tooney, Paul A, Veijola, Juha, Waddington, John, Walsh, Dermot, Wang, Dai, Wang, Qiang, Webb, Bradley T, Weiser, Mark, Wildenauer, Dieter B, Martin, Nicholas G, Williams, Nigel M, Williams, Stephanie, Witt, Stephanie H, Wolen, Aaron R, Wong, Emily H M, Wormley, Brandon K, Wu, Jing Qin, Xi, Hualin Simon, Zai, Clement C, Zheng, Xuebin, Wright, Margaret J, Zimprich, Fritz, Wray, Naomi R, Visscher, Peter M, Adolfsson, Rolf, Blackwood, Douglas H R, Børglum, Anders D, Bramon, Elvira, Buxbaum, Joseph D, Cichon, Sven, Consortium, Schizophrenia Working Group of the Psychiatric Genomics, Darvasi, Ariel, Domenici, Enrico, Ehrenreich, Hannelore, Esko, Tõnu, Gejman, Pablo V, Gill, Michael, Gurling, Hugh, Hultman, Christina M, Iwata, Nakao, Jablensky, Assen V, Anttila, Verneri, Consortium, ENIGMA, Jönsson, Erik G, Kendler, Kenneth S, Kirov, George, Knight, Jo, Lencz, Todd, Levinson, Douglas F, Li, Qingqin S, Liu, Jianjun, Malhotra, Anil K, McCarroll, Steven A, O'Donovan, Michael C, McQuillin, Andrew, Moran, Jennifer L, Mortensen, Preben B, Mowry, Bryan J, Nöthen, Markus M, Ophoff, Roel A, Owen, Michael J, Palotie, Aarno, Pato, Carlos N, Petryshen, Tracey L, Thompson, Paul M, Posthuma, Danielle, Rietschel, Marcella, Riley, Brien P, Rujescu, Dan, Sham, Pak C, Sklar, Pamela, Clair, David St, Weinberger, Daniel R, Wendland, Jens R, Werge, Thomas, Neale, Benjamin M, Daly, Mark J, Sullivan, Patrick F, Hibar, Derrek P, Renteria, Miguel E, Arias-Vasquez, Alejandro, Desrivières, Sylvane, Jahanshad, Neda, Toro, Roberto, Medland, Sarah E, Wittfeld, Katharina, Abramovic, Lucija, Andersson, Micael, Aribisala, Benjamin S, Armstrong, Nicola J, Bernard, Manon, Bohlken, Marc M, Boks, Marco P, Bralten, Janita, Brown, Andrew A, Chakravarty, M Mallar, Chen, Qiang, Ching, Christopher R K, Cuellar-Partida, Gabriel, den Braber, Anouk, Giddaluru, Sudheer, Goldman, Aaron L, Grimm, Oliver, Guadalupe, Tulio, Hass, Johanna, Woldehawariat, Girma, Holmes, Avram J, Hoogman, Martine, Janowitz, Deborah, Jia, Tianye, Kim, Sungeun, Klein, Marieke, Kraemer, Bernd, Loohuis, Loes M Olde, Luciano, Michelle, Macare, Christine, Milaneschi, Yuri, Nho, Kwangsik, Papmeyer, Martina, Ramasamy, Adaikalavan, Risacher, Shannon L, Corvin, Aiden, Rose, Emma J, Salami, Alireza, Sämann, Philipp G, Schmaal, Lianne, Schork, Andrew J, Shin, Jean, Strike, Lachlan T, Teumer, Alexander, van Donkelaar, Marjolein M J, van Eijk, Kristel R, Walters, James T R, Walters, Raymond K, Westlye, Lars T, Whelan, Christopher D, Winkler, Anderson M, Zwiers, Marcel P, Alhusaini, Saud, Athanasiu, Lavinia, Hakobjan, Marina M H, Hartberg, Cecilie B, Farh, Kai-How, Haukvik, Unn, Heister, Angelien J G A M, Höhn, David, Kasperaviciute, Dalia, Liewald, David C M, Lopez, Lorna M, Makkinje, Remco R R, Matarin, Mar, Naber, Marlies A M, McKay, David R, Holmans, Peter A, Needham, Margaret, Nugent, Allison C, Pütz, Benno, Royle, Natalie A, Shen, Li, Sprooten, Emma, Trabzuni, Daniah, van der Marel, Saskia S L, van Hulzen, Kimm J E, Walton, Esther, Wolf, Christiane, Almasy, Laura, Ames, David, Arepalli, Sampath, Assareh, Amelia A, Bastin, Mark E, Brodaty, Henry, Bulayeva, Kazima B, Carless, Melanie A, Bulik-Sullivan, Brendan, Curran, Joanne E, Czisch, Michael, de Zubicaray, Greig I, Dillman, Allissa, Duggirala, Ravi, Dyer, Thomas D, Erk, Susanne, Fedko, Iryna O, Ferrucci, Luigi, Collier, David A, Foroud, Tatiana M, Fox, Peter T, Fukunaga, Masaki, Gibbs, Raphael, Göring, Harald H H, Green, Robert C, Guelfi, Sebastian, Hansell, Narelle K, Hartman, Catharina A, Hegenscheid, Katrin, Huang, Hailiang, Heinz, Andreas, Hernandez, Dena G, Heslenfeld, Dirk J, Hoekstra, Pieter J, Holsboer, Florian, Homuth, Georg, Hottenga, Jouke-Jan, Jack, Clifford R, Jenkinson, Mark, Pers, Tune H, Johnson, Robert, Kanai, Ryota, Keil, Maria, Kent, Jack W, Kochunov, Peter, Kwok, John B, Lawrie, Stephen M, Liu, Xinmin, Longo, Dan L, McMahon, Katie L, Agartz, Ingrid, Meisenzahl, Eva, Mohnke, Sebastian, Montgomery, Grant W, Mostert, Jeanette C, Mühleisen, Thomas W, Nalls, Michael A, Nichols, Thomas E, Nilsson, Lars G, Agerbo, Esben, Ohi, Kazutaka, Olvera, Rene L, Perez-Iglesias, Rocio, Pike, G Bruce, Potkin, Steven G, Reinvang, Ivar, Reppermund, Simone, Romanczuk-Seiferth, Nina, Rosen, Glenn D, Albus, Margot, Schnell, Knut, Schofield, Peter R, Smith, Colin, Steen, Vidar M, Sussmann, Jessika E, Toga, Arthur W, Traynor, Bryan, Troncoso, Juan, Alexander, Madeline, Hernández, Maria C Valdés, van 't Ent, Dennis, van der Brug, Marcel, van der Wee, Nic J A, van Tol, Marie-Jose, Veltman, Dick J, Wassink, Thomas H, Westman, Eric, Zielke, Ronald H, Amin, Farooq, Zonderman, Alan, Ashbrook, David G, Hager, Reinmar, Lu, Lu, Williams, Robert W, Brunner, Han G, Buckner, Randy L, Buitelaar, Jan K, Bacanu, Silviu A, Cahn, Wiepke, Calhoun, Vince D, Cavalleri, Gianpiero L, Crespo-Facorro, Benedicto, Dale, Anders M, Davies, Gareth E, Delanty, Norman, Depondt, Chantal, Djurovic, Srdjan, Drevets, Wayne C, Begemann, Martin, Espeseth, Thomas, Gollub, Randy L, Ho, Beng-Choon, Hoffmann, Wolfgang, Hosten, Norbert, LeHellard, Stephanie, Nauck, Matthias, Belliveau, Richard A, Nyberg, Lars, Pandolfo, Massimo, Penninx, Brenda W J H, Sisodiya, Sanjay M, van Bokhoven, Hans, van Haren, Neeltje E M, Völzke, Henry, Walter, Henrik, Bene, Judit, Weiner, Michael W, Wen, Wei, White, Tonya, Blangero, John, Boomsma, Dorret I, Brouwer, Rachel M, Cannon, Dara M, Cookson, Mark R, Bergen, Sarah E, de Geus, Eco J C, Deary, Ian J, Donohoe, Gary, Fernández, Guillén, Fisher, Simon E, Francks, Clyde, Glahn, David C, Grabe, Hans J, Hardy, John, Bevilacqua, Elizabeth, Hashimoto, Ryota, Hulshoff Pol, Hilleke E, Kloszewska, Iwona, Lovestone, Simon, Mattay, Venkata S, Mecocci, Patrizia, Bigdeli, Tim B, Paus, Tomas, Pausova, Zdenka, Ryten, Mina, Simmons, Andy, Singleton, Andrew, Soininen, Hilkka, Wardlaw, Joanna M, Weale, Michael E, Black, Donald W, Adams, Hieab H H, Launer, Lenore J, Seiler, Stephan, Schmidt, Reinhold, Chauhan, Ganesh, Satizabal, Claudia L, Becker, James T, Yanek, Lisa, van der Lee, Sven J, Bruggeman, Richard, Ebling, Maritza, Fischl, Bruce, Longstreth, W. T., Greve, Douglas, Schmidt, Helena, Nyquist, Paul, Vinke, Louis N, van Duijn, Cornelia M, Luting, Xue, Mazoyer, Bernard, Buccola, Nancy G, Bis, Joshua C, Gudnason, Vilmundur, Seshadri, Sudha, Ikram, M Arfan, Schumann, Gunter, Byerley, William F, Cai, Guiqing, Cairns, Murray J, Campion, Dominique, Cantor, Rita M, Carr, Vaughan J, Carrera, Noa, Catts, Stanley V, Chambert, Kimberley D, Chan, Raymond C K, Chen, Eric Y H, Chen, Ronald Y L, Cheng, Wei, Cheung, Eric F C, Chong, Siow Ann, Cloninger, C Robert, Cohen, David, Cohen, Nadine, Cormican, Paul, Craddock, Nick, Crowley, James J, Curtis, David, Davidson, Michael, Davis, Kenneth L, Degenhardt, Franziska, Neale, Michael C, Del Favero, Jurgen, DeLisi, Lynn E, Demontis, Ditte, Dikeos, Dimitris, Dinan, Timothy, Drapeau, Elodie, Duan, Jubao, Dudbridge, Frank, Franke, Barbara, Stein, Jason L, Ripke, Stephan, Anttila, Verneri, Hong Lee, S, Ikram, M Arfan, Schizophrenia Working Group of the Psychiatric Genomics Consortium, ENIGMA Consortium, Radboud University Medical Center [Nijmegen], University of Southern California (USC), Broad Institute of MIT and Harvard (BROAD INSTITUTE), Harvard Medical School [Boston] (HMS)-Massachusetts Institute of Technology (MIT)-Massachusetts General Hospital [Boston], Massachusetts General Hospital [Boston], University of Warwick [Coventry], University of Oxford [Oxford], Virginia Commonwealth University (VCU), University of Edinburgh, National Institutes of Health [Bethesda] (NIH), Chinese PLA General Hospital, University of Missouri [Columbia], University of Missouri System, Cardiff University, Aarhus University [Aarhus], Stanford University [Stanford], Max-Planck-Institut, University of Iowa [Iowa City], Icahn School of Medicine at Mount Sinai [New York] (MSSM), Schizophrenia Research Institute [Sydney], Génétique du cancer et des maladies neuropsychiatriques (GMFC), Université de Rouen Normandie (UNIROUEN), Normandie Université (NU)-Normandie Université (NU)-Institut National de la Santé et de la Recherche Médicale (INSERM), Department of Mathematics [CUHK], The Chinese University of Hong Kong [Hong Kong], The University of Hong Kong (HKU), University of North Carolina [Chapel Hill] (UNC), University of North Carolina System (UNC), Castle Peak Hospital [Hong Kong], Institute of Mental Health [Singapore], Service de psychiatrie des enfants et adultes [CHU Pitié-Salpêtrière ], Assistance publique - Hôpitaux de Paris (AP-HP) (APHP)-CHU Pitié-Salpêtrière [APHP], Queen Mary University of London (QMUL), Open University of Israël, University of Antwerp (UA), Harvard Medical School [Boston] (HMS), University of Athens Medical School [Athens], University College Cork (UCC), University of Oslo (UiO), London School of Hygiene and Tropical Medicine (LSHTM), Universität Regensburg (UR), Biomedicum Helsinki, Roche Pharma Research and Early Development [Basel] (pRED), F. Hoffmann-La Roche [Basel], Universität Heidelberg [Heidelberg], University Medical Center Groningen [Groningen] (UMCG), Haverford College, Service de Pharmacologie, toxicologie et pharmacovigilance [CHU Limoges], CHU Limoges, University of Queensland [Brisbane], James J. Peters VA Medical Center [New York], Martin-Luther-University Halle-Wittenberg, University of Newcastle [Australia] (UoN), University of Basel (Unibas), Division of Medical Genetics [Seattle], University of Washington [Seattle], Statens Serum Institut [Copenhagen], Tohoku University [Sendai], University of Stavanger, Institut de biologie structurale (IBS - UMR 5075), Institut de Recherche Interdisciplinaire de Grenoble (IRIG), Direction de Recherche Fondamentale (CEA) (DRF (CEA)), Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Direction de Recherche Fondamentale (CEA) (DRF (CEA)), Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Grenoble Alpes (UGA)-Centre National de la Recherche Scientifique (CNRS), University of Sofia, Physiologie de la reproduction et des comportements [Nouzilly] (PRC), Centre National de la Recherche Scientifique (CNRS)-Université de Tours-Institut Français du Cheval et de l'Equitation [Saumur]-Institut National de la Recherche Agronomique (INRA), Universität Stuttgart [Stuttgart], Russian Academy of Sciences [Moscow] (RAS), Latvian Biomedical Research and Study Centre [Rīga], Vilnius University [Vilnius], University Hospital Motol [Prague], Centre de Recherches en Cancérologie de Toulouse (CRCT), Université Toulouse III - Paul Sabatier (UT3), Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS), Hadassah Hebrew University Medical Center [Jerusalem], Karolinska Institutet [Stockholm], University of Bonn, Génétique moléculaire de la neurotransmission et des processus neurodégénératifs (LGMNPN), Université Pierre et Marie Curie - Paris 6 (UPMC)-Centre National de la Recherche Scientifique (CNRS), Vall d'Hebron University Hospital [Barcelona], Department of Life Sciences, Imperial College London, Deutscher Wetterdienst [Offenbach] (DWD), Eli Lilly and Company Limited [Windlesham], Trinity College Dublin, Royal College of Surgeons in Ireland (RCSI), Université de Lausanne (UNIL), University of Tartu, Johns Hopkins University School of Medicine [Baltimore], Stockholm University, Queen's University [Belfast] (QUB), Lawrence Berkeley National Laboratory [Berkeley] (LBNL), Universidade de São Paulo (USP), Department of Mathematics [Nanticoke], Luzerne County Community College, National Institute for Health and Welfare [Helsinki], King‘s College London, University of Chicago, Fraunhofer Heinrich Hertz Institute [Berlin] (HHI), Friedrich-Alexander Universität Erlangen-Nürnberg (FAU), National Cancer Institute [Bethesda] (NCI-NIH), The Wellcome Trust Centre for Human Genetics [Oxford], Department of Genetic Epidemiology in Psychiatry [Mannhein], Universität Heidelberg [Heidelberg]-Central Institute of Mental Health Mannheim, The Natural History Museum [London] (NHM), University of Calgary, Department of Medical Epidemiology and Biostatistics (MEB), The University of Western Australia (UWA), Rheinische Friedrich-Wilhelms-Universität Bonn, Génétique humaine et fonctions cognitives - Human Genetics and Cognitive Functions (GHFC (UMR_3571 / U-Pasteur_1)), Institut Pasteur [Paris]-Université Paris Diderot - Paris 7 (UPD7)-Centre National de la Recherche Scientifique (CNRS), Montreal Neurological Institute and Hospital, McGill University, Universidade do Algarve (UAlg), Beijing Normal University, Structure et Réactivité des Systèmes Moléculaires Complexes (SRSMC), Université de Lorraine (UL)-Centre National de la Recherche Scientifique (CNRS), Dpt of Psychiatry [New Haven], Yale University School of Medicine, Centre épigénétique et destin cellulaire (EDC (UMR_7216)), Université Paris Diderot - Paris 7 (UPD7)-Centre National de la Recherche Scientifique (CNRS), Bijvoet Center of Biomolecular Research, Utrecht University [Utrecht], School of Psychology, University of Queensland, Charité - Universitätsmedizin Berlin / Charite - University Medicine Berlin, Department of Mathematics, University of Colorado, University of Colorado [Boulder], VU University Amsterdam, Athinoula A. Martinos Center for Biomedical Imaging, Harvard Medical School [Boston] (HMS)-Massachusetts General Hospital [Boston], Department of Health and Human Services, McConnell Brain Imaging Centre (MNI), McGill University-McGill University, Institut Gilbert-Laustriat : Biomolécules, Biotechnologie, Innovation Thérapeutique, Université Louis Pasteur - Strasbourg I-Centre National de la Recherche Scientifique (CNRS), Computer Science and Artificial Intelligence Laboratory [Cambridge] (CSAIL), Massachusetts Institute of Technology (MIT), Clinical Cognitive Neuropsychiatry Research Program (CCNP), Del-Favero, Jurgen, Enigma Consortium, School of Medicine / Clinical Medicine, University of Oxford, University of Missouri [Columbia] (Mizzou), Stanford University, CHU Pitié-Salpêtrière [AP-HP], Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU), Universität Heidelberg [Heidelberg] = Heidelberg University, University of Newcastle [Callaghan, Australia] (UoN), Institut de biologie structurale (IBS - UMR 5075 ), Centre National de la Recherche Scientifique (CNRS)-Université Grenoble Alpes [2016-2019] (UGA [2016-2019])-Institut de Recherche Interdisciplinaire de Grenoble (IRIG), Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA), Софийски университет = Sofia University, Université de Toulouse (UT)-Université de Toulouse (UT)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS), Universität Bonn = University of Bonn, Université de Lausanne = University of Lausanne (UNIL), Universidade de São Paulo = University of São Paulo (USP), Fraunhofer Institute for Telecommunications - Heinrich Hertz Institute (Fraunhofer HHI), Fraunhofer (Fraunhofer-Gesellschaft), Universität Heidelberg [Heidelberg] = Heidelberg University-Central Institute of Mental Health Mannheim, Institut Pasteur [Paris] (IP)-Université Paris Diderot - Paris 7 (UPD7)-Centre National de la Recherche Scientifique (CNRS), McGill University = Université McGill [Montréal, Canada], Beijing Normal University (BNU), Institut de Chimie du CNRS (INC)-Université de Lorraine (UL)-Centre National de la Recherche Scientifique (CNRS), Yale School of Medicine [New Haven, Connecticut] (YSM), Centre épigénétique et destin cellulaire (EDC), Bijvoet Center of Biomolecular Research [Utrecht], Charité - UniversitätsMedizin = Charité - University Hospital [Berlin], Vrije Universiteit Amsterdam [Amsterdam] (VU), McGill University = Université McGill [Montréal, Canada]-McGill University = Université McGill [Montréal, Canada], Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-CHU Pitié-Salpêtrière [AP-HP], Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU)-Sorbonne Université (SU), Université Grenoble Alpes [2016-2019] (UGA [2016-2019])-Institut de Recherche Interdisciplinaire de Grenoble (IRIG), Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Centre National de la Recherche Scientifique (CNRS), Institut National de la Recherche Agronomique (INRA)-Institut Français du Cheval et de l'Equitation [Saumur]-Université de Tours-Centre National de la Recherche Scientifique (CNRS), Centre National de la Recherche Scientifique (CNRS)-Université Paris Diderot - Paris 7 (UPD7), Massachusetts General Hospital [Boston]-Harvard Medical School [Boston] (HMS), Institut National de la Recherche Agronomique (INRA)-Institut Français du Cheval et de l'Equitation [Saumur]-Université de Tours (UT)-Centre National de la Recherche Scientifique (CNRS), Centre National de la Recherche Scientifique (CNRS)-Université Toulouse III - Paul Sabatier (UT3), Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Institut National de la Santé et de la Recherche Médicale (INSERM), Université de Lorraine (UL)-Centre National de la Recherche Scientifique (CNRS)-Institut de Chimie du CNRS (INC), Vrije universiteit = Free university of Amsterdam [Amsterdam] (VU), Biological Psychology, EMGO+ - Mental Health, Amsterdam Neuroscience - Mood, Anxiety, Psychosis, Stress & Sleep, Other departments, ANS - Mood, Anxiety, Psychosis, Stress & Sleep, Adult Psychiatry, Psychiatrie & Neuropsychologie, RS: MHeNs - R2 - Mental Health, MUMC+: MA Psychiatrie (3), and MUMC+: Hersen en Zenuw Centrum (3)

Subjects
0301 basic medicine, Netherlands Twin Register (NTR), genetic association, Genome-wide association study, brain imaging, VARIANTS, Genome-wide association studies, Linkage Disequilibrium, 0302 clinical medicine, pathology [Brain], 2.1 Biological and endogenous factors, Psychology, GWAS, genetics [Schizophrenia], genetics, genetics [Genetic Predisposition to Disease], Aetiology, Non-U.S. Gov't, PERSPECTIVE, humans, Schizophrenia Working Group of the Psychiatric Genomics Consortium, neuroimaging, General Neuroscience, Research Support, Non-U.S. Gov't, Brain, Single Nucleotide, Organ Size, Endophenotypes, Genetic Predisposition to Disease, Humans, Magnetic Resonance Imaging, Neuroimaging, Polymorphism, Single Nucleotide, Schizophrenia, Genome-Wide Association Study, Neuroscience (all), Serious Mental Illness, ENIGMA Consortium, 3. Good health, endophenotype, Mental Health, Meta-analysis, Neurological, genetics [Polymorphism, Single Nucleotide], Cognitive Sciences, MRI, Neuroinformatics, DISORDERS, heredity, Schizophrenia (object-oriented programming), brain, Non-P.H.S, Brain Structure and Function, RELATIVES, PHENOTYPES, Research Support, N.I.H, 03 medical and health sciences, Magnetic resonance imaging, ENDOPHENOTYPE, Research Support, N.I.H., Extramural, ddc:570, Journal Article, Polymorphism, GENOME-WIDE ASSOCIATION, pathology [Schizophrenia], METAANALYSIS, genetic predisposition to disease, Neurodevelopmental disorders Donders Center for Medical Neuroscience [Radboudumc 7], Neurology & Neurosurgery, genome-wide association study, [SCCO.NEUR]Cognitive science/Neuroscience, Human Genome, Neurosciences, Extramural, Genetic architecture, Brain Disorders, meta-analysis, schizophrenia, INDIVIDUALS, 030104 developmental biology, Genetic marker, Endophenotype, DISCOVERY, Genetic markers, U.S. Gov't, Human medicine, Neuroscience, genetic predisposition, 030217 neurology & neurosurgery, Research Support, U.S. Gov't, Non-P.H.S, Meta-Analysis
Abstract

Article, Schizophrenia is a devastating psychiatric illness with high heritability. Brain structure and function differ, on average, between people with schizophrenia and healthy individuals. As common genetic associations are emerging for both schizophrenia and brain imaging phenotypes, we can now use genome-wide data to investigate genetic overlap. Here we integrated results from common variant studies of schizophrenia (33,636 cases, 43,008 controls) and volumes of several (mainly subcortical) brain structures (11,840 subjects). We did not find evidence of genetic overlap between schizophrenia risk and subcortical volume measures either at the level of common variant genetic architecture or for single genetic markers. These results provide a proof of concept (albeit based on a limited set of structural brain measures) and define a roadmap for future studies investigating the genetic covariance between structural or functional brain phenotypes and risk for psychiatric disorders., final draft, peerReviewed

Published
2016

18. Genetic Determinants of Cortical Structure (Thickness, Surface Area and Volumes) among Disease Free Adults in the CHARGE Consortium

Author

Hofer, Edith, Roshchupkin, Gennady V., Adams, Hieab H. H., Knol, Maria J., Lin, Honghuang, Li, Shuo, Zare, Habil, Ahmad, Shahzad, Armstrong, Nicola J., Satizabal, Claudia L., Bernard, Manon, Bis, Joshua C., Gillespie, Nathan A., Luciano, Michelle, Mishra, Aniket, Scholz, Markus, Teumer, Alexander, Xia, Rui, Jian, Xueqiu, Mosley, Thomas H., Saba, Yasaman, Pirpamer, Lukas, Seiler, Stephan, Becker, James T., Carmichael, Owen, Rotter, Jerome I., Psaty, Bruce M., Lopez, Oscar L., Amin, Najaf, van der Lee, Sven J., Yang, Qiong, Himali, Jayandra J., Maillard, Pauline, Beiser, Alexa S., DeCarli, Charles, Karama, Sherif, Lewis, Lindsay, Harris, Mat, Bastin, Mark E., Deary, Ian J., Witte, A.Veronica, Beyer, Frauke, Loeffler, Markus, Mather, Karen A., Schofield, Peter R., Thalamuthu, Anbupalam, Kwok, John B., Wright, Margaret J., Ames, David, Trollor, Julian, Jiang, Jiyang, Brodaty, Henry, Wen, Wei, Vernooij, Meike W, Hofman, Albert, Uitterlinden, André G., Niessen, Wiro J., Wittfeld, Katharina, Bülow, Robin, Völker, Uwe, Pausova, Zdenka, Pike, G. Bruce, Maingault, Sophie, Crivello, Fabrice, Tzourio, Christophe, Amouye, Philippe, Mazoyer, Bernard, Neale, Michael C., Franz, Carol E., Lyons, Michael J., Panizzon, Matthew S., Andreassen, Ole A., Dale, Anders M., Logue, Mark, Grasby, Katrina L., Jahanshad, Neda, Painter, Jodie N., Colodro-Conde, Lucía, Bralten, Janita, Hibar, Derrek P., Lind, Penelope A., Pizzagalli, Fabrizio, Stein, Jason L., Thompson, Paul M., Medland, Sarah E., Ching Christopher, R.K., McMahon Mary Agnes, B., Shatokhina, Natalia, Zsembik, Leo C.P., Agartz, Ingrid, Alhusaini, Saud, Almeida, Marcio A.A., Alnæs, Dag, Amlien, Inge K., Andersson, Micael, Ard, Tyler, Ashley-Koch, Allison, Brouwer, Rachel M., Buimer, Elizabeth E.L., Bürger, Christian, Cannon, Dara M., Chakravarty, Mallar, Chen, Qiang, Cheung, Joshua W., Couvy-Duchesne, Baptiste, Dalvie, Shareefa, de Araujo, Tânia K., de Zubicaray, Greig I., de Zwarte, Sonja M.C., Braber, Anouk den, Doan, Nhat Trung, Dohm, Katharina, Ehrlich, Stefan, Engelbrecht, Hannah-Ruth, Erk, Susanne, Fan, Chun Chieh, Fedko, Iryna O., Foley, Sonya F., Ford, Judith M., Fukunaga, Masaki, Garrett, Melanie E., Ge, Tian, Giddaluru, Sudheer, Goldman, Aaron L., Groenewold, Nynke A., Grotegerd, Dominik, Gurholt, Tiril P., Gutman, Boris A., Hansell, Narelle K., Harris, Mathew A., Harrison, Marc B., Haswell, Courtney C., Hauser, Michael, Herms, Stefan, Heslenfeld, Dirk J., Ho, New Fei, Hoehn, David, Hoffmann, Per, Holleran, Laurena, Hoogman, Martine, Hottenga, Jouke-Jan, Ikeda, Masashi, Janowitz, Deborah, Jansen, Iris E., Jia, Tianye, Jockwitz, Christiane, Kanai, Ryota, Kasperaviciute, Dalia, Kaufmann, Tobias, Kelly, Sinead, Kikuchi, Masataka, Klein, Marieke, Knapp, Michael, Knodt, Annchen R., Krämer, Bernd, Lam, Max, Lancaster, Thomas M., Lee, Phil H., Lett, Tristram A., Lewis, Lindsay B., Lopes-Cendes, Iscia, Macciardi, Fabio, Marquand, Andre F., Mathias, Samuel R., Melzer, Tracy R., Milaneschi, Yuri, Mirza-Schreiber, Nazanin, Moreira, Jose C.V., Mühleisen, Thomas W., Müller-Myhsok, Bertram, Najt, Pablo, Nakahara, Soichiro, Nho, Kwangsik, Olde Loohuis, Loes M., Orfanos, Dimitri Papadopoulos, Pearson, John F., Pitcher, Toni L., Pütz, Benno, Ragothaman, Anjanibhargavi, Rashid, Faisal M., Ronny, Redlich, Reinbold, Céline S., Repple, Jonathan, Richard, Geneviève, Riedel, Brandalyn C., Risacher, Shannon L., Rocha, Cristiane S., Mota, Nina Roth, Salminen, Lauren, Saremi, Arvin, Saykin, Andrew J., Schlag, Fenja, Schmaal, Lianne, Secolin, Rodrigo, Shapland, Chin Yang, Shen, Li, Shin, Jean, Shumskaya, Elena, Sønderby, Ida E., Sprooten, Emma, Strike, Lachlan T., Tansey, Katherine E., Thomopoulos, Sophia I., Tordesillas-Gutiérrez, Diana, Turner, Jessica A., Uhlmann, Anne, Vallerga, Costanza Ludovica, der Meer, Dennis van, van Donkelaar, Marjolein M.J., Eijk, Liza van, van Erp, Theo G.M., van Haren, Neeltje E.M., Rooij, Daan van, van Tol, Marie-José, Veldink, Jan H., Verhoef, Ellen, Walton, Esther, Wang, Mingyuan, Wang, Yunpeng, Wardlaw, Joanna M., Westlye, Lars T., Whelan, Christopher D., Witt, Stephanie H., Wolf, Christiane, Wolfers, Thomas, Yasuda, Clarissa L., Zaremba, Dario, Zhang, Zuo, Zhu, Alyssa H., Zwiers, Marcel P., Artiges, Eric, Assareh, Amelia A., Ayesa-Arriola, Rosa, Belger, Aysenil, Brandt, Christine L., Brown, Gregory G., Cichon, Sven, Curran, Joanne E., Davies, Gareth E., Degenhardt, Franziska, Dietsche, Bruno, Djurovic, Srdjan, Doherty, Colin P., Espiritu, Ryan, Garijo, Daniel, Gil, Yolanda, Gowland, Penny A., Green, Robert C., Häusler, Alexander N., Heindel, Walter, Ho, Beng-Choon, Hoffmann, Wolfgang U., Holsboer, Florian, Homuth, Georg, Hosten, Norbert, Jack Jr., Clifford R., Jang, MiHyun, Jansen, Andreas, Kolskår, Knut, Koops, Sanne, Krug, Axel, Lim, Kelvin O., Luykx, Jurjen J., Mathalon, Daniel H., Mattay, Venkata S., Matthews, Sarah, Van Son, Jaqueline Mayoral, McEwen, Sarah C., Melle, Ingrid, Morris, Derek W., Mueller, Bryon A., Nauck, Matthias, Nordvik, Jan E., Nöthen, Markus M., O’Leary, Daniel S., Opel, Nils, Paillère Martinot, Marie-Laure, Preda, Adrian, Quinlan, Erin B., Ratnakar, Varun, Reppermund, Simone, Steen, Vidar M., Torres, Fábio R., Veltman, Dick J., Voyvodic, James T., Whelan, Robert, White, Tonya, Yamamori, Hidenaga, Alvim, Marina K.M., Anderson, Tim J., Arias-Vasquez, Alejandro, Baune, Bernhard T., Blangero, John, Boomsma, Dorret I., Brunner, Han G., Buckner, Randy L., Buitelaar, Jan K., Bustillo, Juan R., Cahn, Wiepke, Calhoun, Vince, Caseras, Xavier, Caspers, Svenja, Cavalleri, Gianpiero L., Cendes, Fernando, Corvin, Aiden, Crespo-Facorro, Benedicto, Dalrymple-Alford, John C., Dannlowski, Udo, de Geus, Eco J.C., Delanty, Norman, Depondt, Chantal, Desrivières, Sylvane, Donohoe, Gary, Espeseth, Thomas, Fernández, Guillén, Fisher, Simon E., Flor, Herta, Forstner, Andreas J., Francks, Clyde, Franke, Barbara, Glahn, David C., Gollub, Randy L., Grabe, Hans J., Gruber, Oliver, Håberg, Asta K., Hariri, Ahmad R., Hartman, Catharina A., Hashimoto, Ryota, Heinz, Andreas, Hillegers, Manon H.J., Hoekstra, Pieter J., Holmes, Avram J., Hong, L. Elliot, Hopkins, William D., Hulshoff Pol, Hilleke E., Jernigan, Terry L., Jönsson, Erik G., Kahn, René S., Kennedy, Martin A., Kircher, Tilo T.J., Kochunov, Peter, Kwok, John B.J., Hellard, Stephanie Le, Martin, Nicholas G., Martinot, Jean - Luc, McDonald, Colm, McMahon, Katie L., Meyer-Lindenberg, Andreas, Morey, Rajendra A., Nyberg, Lars, Oosterlaan, Jaap, Ophoff, Roel A., Paus, Tomáš, Penninx, Brenda W.J.H., Polderman, Tinca J.C., Posthuma, Danielle, Rietschel, Marcella, Roffman, Joshua L., Rowland, Laura M., Sachdev, Perminder S., Sämann, Philipp G., Schumann, Gunter, Sim, Kang, Sisodiya, Sanjay M., Smoller, Jordan W., Sommer, Iris E., Pourcain, Beate St, Stein, Dan J., Toga, Arthur W., Trollor, Julian N., Van der Wee, Nic J.A., Ent, Dennis van’t, Völzke, Henry, Walter, Henrik, Weber, Bernd, Weinberger, Daniel R., Zhou, Juan, Kremen, William S., Villringer, Arno, Duijn, Cornelia M. van, Jörgen Grabe, Hans, Longstreth Jr, William T., Fornage, Myriam, Paus, Tomas, Debette, Stephanie, Ikram, M. Arfan, Schmidt, Helena, Schmidt, Reinhold, Seshadri, Sudha, and ENIGMA consortium

Subjects
0303 health sciences, biology, Genetic heterogeneity, Cognition, Hindbrain, Disease, Heritability, Biobank, 03 medical and health sciences, 0302 clinical medicine, medicine.anatomical_structure, Evolutionary biology, Cortex (anatomy), biology.protein, medicine, Sonic hedgehog, 030217 neurology & neurosurgery, 030304 developmental biology
Abstract

Cortical thickness, surface area and volumes (MRI cortical measures) vary with age and cognitive function, and in neurological and psychiatric diseases. We examined heritability, genetic correlations and genome-wide associations of cortical measures across the whole cortex, and in 34 anatomically predefined regions. Our discovery sample comprised 22,822 individuals from 20 cohorts within the Cohorts for Heart and Aging Research in Genomic Epidemiology (CHARGE) consortium and the United Kingdom Biobank. Significant associations were replicated in the Enhancing Neuroimaging Genetics through Meta-analysis (ENIGMA) consortium, and their biological implications explored using bioinformatic annotation and pathway analyses. We identified genetic heterogeneity between cortical measures and brain regions, and 161 genome-wide significant associations pointing to wnt/β-catenin, TGF-β and sonic hedgehog pathways. There was enrichment for genes involved in anthropometric traits, hindbrain development, vascular and neurodegenerative disease and psychiatric conditions. These data are a rich resource for studies of the biological mechanisms behind cortical development and aging.

Published
2018

19. Planar cell polarity pathway and development of the human visual cortex

Author

Shin, Jean, Ma, Shaojie, Hofer, Edith, Patel, Yash, Roshchupkin, Gennady V., Sousa, André M., Jian, Xueqiu, Gottesman, Rebecca, Mosley, Thomas H., Fornage, Myriam, Saba, Yasaman, Pirpamer, Lukas, Schmidt, Reinhold, Schmidt, Helena, Carrion-Castillo, Amaia, Crivello, Fabrice, Mazoyer, Bernard, Bis, Joshua C., Li, Shuo, Yang, Qiong, Luciano, Michelle, Karama, Sherif, Lewis, Lindsay, Bastin, Mark, Harris, Mathew A., Wardlaw, Joanna M., Deary, Ian E., Scholz, Markus, Loeffler, Markus, Witte, Veronica, Beyer, Frauke, Villringer, Arno, Armstrong, Nicola J, Mather, Karen A., Ames, David, Jiang, Jiyang, Kwok, John B, Schofield, Peter R., Thalamuthu, Anbupalam, Trollor, Julian N., Wright, Margaret J., Brodaty, Henry, Wen, Wei, Sachdev, Perminder S., Terzikhan, Natalie, Evans, Tavia E., Adams, Hieab H.H.H., Ikram, M. Arfan, Frenzel, Stefan, van der Auwera-Palitschka, Sandra, Wittfeld, Katharina, Bülow, Robin, Grabe, Hans Jörgen, Tzourio, Christophe, Mishra, Aniket, Maingault, Sophie, Debette, Stephanie, Gillespie, Nathan A., Franz, Carol E., Kremen, William S., Ding, Linda, Jahanshad, Neda, Sestan, Nenad, Pausova, Zdenka, Seshadri, Sudha, Paus, Tomas, Grasby, Katrina L., Painter, Jodie N., Colodro-Conde, Lucía, Bralten, Janita, Hibar, Derrek P., Lind, Penelope A., Pizzagalli, Fabrizio, Ching, Christopher R.K., McMahon, Mary Agnes B., Shatokhina, Natalia, Zsembik, Leo, Agartz, Ingrid, Alhusaini, Saud, Almeida, Marcio A.A., Alnæs, Dag, Amlien, Inge K., Andersson, Micael, Ard, Tyler, Armstrong, Nicola J., Ashley-Koch, Allison, Bernard, Manon, Brouwer, Rachel M., Buimer, Elizabeth E.L., Bürger, Christian, Cannon, Dara M., Chakravarty, Mallasr, Chen, Qiang, Cheung, Joshua W., Couvy-Duchesne, Baptiste, Dale, Anders M., Dalvie, Shareefa, de Araujo, Tânia K., de Zubicaray, Greig I., de Zwarte, Sonja M.C., Braber, Anouk den, Doan, Nhat Trung, Dohm, Katharina, Ehrlich, Stefan, Engelbrecht, Hannah-Ruth, Erk, Susanne, Fan, Chun Chieh, Fedko, Iryna O., Foley, Sonya F., Ford, Judith M., Fukunaga, Masaki, Garrett, Melanie E., Ge, Tian, Giddaluru, Sudheer, Goldman, Aaron L., Groenewold, Nynke A., Grotegerd, Dominik, Gurholt, Tiril P., Gutman, Boris A., Hansell, Narelle K., Harrison, Marc B., Haswell, Courtney C., Hauser, Michael, Heslenfeld, Dirk J., Hoehn, David, Holleran, Laurena, Hoogman, Martine, Hottenga, Jouke-Jan, Ikeda, Masashi, Janowitz, Deborah, Jansen, Iris E., Jia, Tianye, Jockwitz, Christiane, Kanai, Ryota, Kasperaviciute, Dalia, Kaufmann, Tobias, Kelly, Sinead, Kikuchi, Masataka, Klein, Marieke, Knapp, Michael, Knodt, Annchen R., Krämer, Bernd, Lancaster, Thomas M., Lee, Phil H., Lett, Tristram A., Lewis, Lindsay B., Lopes-Cendes, Iscia, Macciardi, Fabio, Marquand, Andre F., Mathias, Samuel R., Melzer, Tracy R., Milaneschi, Yuri, Mirza-Schreiber, Nazanin, Moreira, Jose C.V., Mühleisen, Thomas W., Müller-Myhsok, Bertram, Najt, Pablo, Nakahara, Soichiro, Nho, Kwangsik, Olde Loohuis, Loes M., Orfanos, Dimitri Papadopoulos, Pearson, John F., Pitcher, Toni L., Pütz, Benno, Ragothaman, Anjanibhargavi, Rashid, Faisal M., Redlich, Ronny, Reinbold, Céline S., Repple, Jonathan, Richard, Geneviève, Riedel, Brandalyn C., Risacher, Shannon L., Rocha, Cristiane S., Mota, Nina Roth, Salminen, Lauren, Saremi, Arvin, Saykin, Andrew J., Schlag, Fenja, Schmaal, Lianne, Secolin, Rodrigo, Shapland, Chin Yang, Shen, Li, Shumskaya, Elena, Sønderby, Ida E., Sprooten, Emma, Strike, Lachlan T., Tansey, Katherine E., Teumer, Alexander, Thomopoulos, Sophia I., Tordesillas-Gutiérrez, Diana, Turner, Jessica A., Uhlmann, Anne, Vallerga, Costanza Ludovica, van der Meer, Dennis, van Donkelaar, Marjolein M.J., van Eijk, Liza, van Erp, Theo G.M., van Haren, Neeltje E.M., van Rooij, Daan, van Tol, Marie-José, Veldink, Jan H., Verhoef, Ellen, Walton, Esther, Wang, Yunpeng, Westlye, Lars T., Whelan, Christopher D., Witt, Stephanie H., Wolf, Christiane, Wolfers, Thomas, Yasuda, Clarissa L., Zaremba, Dario, Zhang, Zuo, Zhu, Alyssa H., Zwiers, Marcel P., Artiges, Eric, Assareh, Amelia A., Ayesa-Arriola, Rosa, Belger, Aysenil, Brandt, Christine L., Brown, Gregory G., Cichon, Sven, Curran, Joanne E., Davies, Gareth E., Degenhardt, Franziska, Dietsche, Bruno, Djurovic, Srdjan, Doherty, Colin P., Espiritu, Ryan, Garijo, Daniel, Gil, Yolanda, Gowland, Penny A., Green, Robert C., Häusler, Alexander N., Heindel, Walter, Ho, Beng-Choon, Hoffmann, Wolfgang U., Holsboer, Florian, Homuth, Georg, Hosten, Norbert, Jack Jr., Clifford R., Jang, MiHyun, Jansen, Andreas, Kolskår, Knut, Koops, Sanne, Krug, Axel, Lim, Kelvin O., Luykx, Jurjen J., Mathalon, Daniel H., Mattay, Venkata S., Matthews, Sarah, Van Son, Jaqueline Mayoral, McEwen, Sarah C., Melle, Ingrid, Morris, Derek W., Mueller, Bryon A., Nauck, Matthias, Nordvik, Jan E., Nöthen, Markus M., O’Leary, Daniel S., Opel, Nils, Martinot, Marie - Laure Paillère, Pike, G. Bruce, Preda, Adrian, Quinlan, Erin B., Ratnakar, Varun, Reppermund, Simone, Steen, Vidar M., Torres, Fábio R., Veltman, Dick J., Voyvodic, James T., Whelan, Robert, White, Tonya, Yamamori, Hidenaga, Alvim, Marina K.M., Anderson, Tim J., Andreassen, Ole A., Arias-Vasquez, Alejandro, Bastin, Mark E., Baune, Bernhard T., Blangero, John, Boomsma, Dorret I., Brunner, Han G., Buckner, Randy L., Buitelaar, Jan K., Bustillo, Juan R., Cahn, Wiepke, Calhoun, Vince, Caseras, Xavier, Caspers, Svenja, Cavalleri, Gianpiero L., Cendes, Fernando, Corvin, Aiden, Crespo-Facorro, Benedicto, Dalrymple-Alford, John C., Dannlowski, Udo, de Geus, Eco J.C., Deary, Ian J., Delanty, Norman, Depondt, Chantal, Desrivières, Sylvane, Donohoe, Gary, Espeseth, Thomas, Fernández, Guillén, Fisher, Simon E., Flor, Herta, Forstner, Andreas J., Francks, Clyde, Franke, Barbara, Glahn, David C., Gollub, Randy L., Grabe, Hans J., Gruber, Oliver, Håberg, Asta K., Hariri, Ahmad R., Hartman, Catharina A., Hashimoto, Ryota, Heinz, Andreas, Hillegers, Manon H.J., Hoekstra, Pieter J., Holmes, Avram J., Hong, L. Elliot, Hopkins, William D., Hulshoff Pol, Hilleke E., Jernigan, Terry L., Jönsson, Erik G., Kahn, René S., Kennedy, Martin A., Kircher, Tilo T.J., Kochunov, Peter, Kwok, John B.J., Le Hellard, Stephanie, Martin, Nicholas G., Martinot, Jean - Luc, McDonald, Colm, McMahon, Katie L., Meyer-Lindenberg, Andreas, Morey, Rajendra A., Nyberg, Lars, Oosterlaan, Jaap, Ophoff, Roel A., Penninx, Brenda W.J.H., Polderman, Tinca J.C., Posthuma, Danielle, Rietschel, Marcella, Roffman, Joshua L., Rowland, Laura M., Sämann, Philipp G., Schumann, Gunter, Sim, Kang, Sisodiya, Sanjay M., Smoller, Jordan W., Sommer, Iris E., St Pourcain, Beate, Stein, Dan J., Toga, Arthur W., Van der Wee, Nic J.A., van’t Ent, Dennis, Völzke, Henry, Walter, Henrik, Weber, Bernd, Weinberger, Daniel R., Zhou, Juan, Stein, Jason L., Thompson, Paul M., Medland, Sarah E., ENIGMA Consortium, and neuroCHARGE Working Group

Subjects
0303 health sciences, DAAM1, Locus (genetics), Single-nucleotide polymorphism, Biology, Lateral geniculate nucleus, Phenotype, Chromosome 17 (human), 03 medical and health sciences, 0302 clinical medicine, Visual cortex, medicine.anatomical_structure, Cerebral cortex, medicine, Neuroscience, 030217 neurology & neurosurgery, 030304 developmental biology
Abstract

The radial unit hypothesis provides a framework for global (proliferation) and regional (distribution) expansion of the primate cerebral cortex. Using principal component analysis (PCA), we have identified cortical regions with shared variance in their surface area and cortical thickness, respectively, segmented from magnetic resonance images obtained in 23,800 participants. We then carried out meta-analyses of genome-wide association studies of the first two principal components for each phenotype. For surface area (but not cortical thickness), we have detected strong associations between each of the components and single nucleotide polymorphisms in a number of gene loci. The first (global) component was associated mainly with loci on chromosome 17 (9.5e-32 ≤ p ≤ 2.8e-10), including those detected previously as linked with intracranial volume and/or general cognitive function. The second (regional) component captured shared variation in the surface area of the primary and adjacent secondary visual cortices and showed a robust association with polymorphisms in a locus on chromosome 14 containing Disheveled Associated Activator of Morphogenesis 1 (DAAM1; p=2.4e-34). DAAM1 is a key component in the planar-cell-polarity signaling pathway. In follow-up studies, we have focused on the latter finding and established that: (1) DAAM1 is highly expressed between 12th and 22nd post-conception weeks in the human cerebral cortex; (2) genes co-expressed with DAAM1 in the primary visual cortex are enriched in mitochondria-related pathways; and (3) volume of the lateral geniculate nucleus, which projects to regions of the visual cortex staining for cytochrome oxidase (a mitochondrial enzyme), correlates with the surface area of the visual cortex in major-allele homozygotes but not in carriers of the minor allele. Altogether, we speculate that, in concert with thalamocortical input to cortical subplate, DAAM1 enables migration of neurons to cytochrome-oxidase rich regions of the visual cortex, and, in turn, facilitates regional expansion of this set of cortical regions during development.

Published
2018
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20. Novel genetic loci associated with hippocampal volume

Author

Hibar, Derrek P., Adams, Hieab H. H., Jahanshad, Neda, Chauhan, Ganesh, Stein, Jason L., Hofer, Edith, Renteria, Miguel E., Bis, Joshua C., Arias-Vasquez, Alejandro, Ikram, M. Kamran, Desrivieres, Sylvane, Vernooij, Meike W., Abramovic, Lucija, Alhusaini, Saud, Amin, Najaf, Andersson, Micael, Arfanakis, Konstantinos, Aribisala, Benjamin S., Armstrong, Nicola J., Athanasiu, Lavinia, Axelsson, Tomas, Beecham, Ashley H., Beiser, Alexa, Bernard, Manon, Blanton, Susan H., Bohlken, Marc M., Boks, Marco P., Bralten, Janita, Brickman, Adam M., Carmichael, Owen, Chakravarty, M. Mallar, Chen, Qiang, Ching, Christopher R. K., Chouraki, Vincent, Cuellar-Partida, Gabriel, Crivello, Fabrice, Den Braber, Anouk, Doan, Nhat Trung, Ehrlich, Stefan, Giddaluru, Sudheer, Goldman, Aaron L., Gottesman, Rebecca F., Grimm, Oliver, Griswold, Michael E., Guadalupe, Tulio, Gutman, Boris A., Hass, Johanna, Haukvik, Unn K., Hoehn, David, Holmes, Avram J., Hoogman, Martine, Janowitz, Deborah, Jia, Tianye, Jorgensen, Kjetil N., Karbalai, Nazanin, Kasperaviciute, Dalia, Kim, Sungeun, Klein, Marieke, Kraemer, Bernd, Lee, Phil H., Liewald, David C. M., Lopez, Lorna M., Luciano, Michelle, Macare, Christine, Marquand, Andre F., Matarin, Mar, Mather, Karen A., Mattheisen, Manuel, McKay, David R., Milaneschi, Yuri, Maniega, Susana Munoz, Nho, Kwangsik, Nugent, Allison C., Nyquist, Paul, Loohuis, Loes M. Olde, Oosterlaan, Jaap, Papmeyer, Martina, Pirpamer, Lukas, Puetz, Benno, Ramasamy, Adaikalavan, Richards, Jennifer S., Risacher, Shannon L., Roiz-Santianez, Roberto, Rommelse, Nanda, Ropele, Stefan, Rose, Emma J., Royle, Natalie A., Rundek, Tatjana, Saemann, Philipp G., Saremi, Arvin, Satizabal, Claudia L., Schmaal, Lianne, Schork, Andrew J., Shen, Li, Shin, Jean, Shumskaya, Elena, Smith, Albert V., Sprooten, Emma, Strike, Lachlan T., Teumer, Alexander, Tordesillas-Gutierrez, Diana, Toro, Roberto, Trabzuni, Daniah, Trompet, Stella, Vaidya, Dhananjay, Van der Grond, Jeroen, Van der Lee, Sven J., van der Meer, Dennis, Van Donkelaar, Marjolein M. J., Van Eijk, Kristel R., Van Erp, Theo G. M., Van Rooij, Daan, Walton, Esther, Westlye, Lars T., Whelan, Christopher D., Windham, Beverly G., Winkler, Anderson M., Wittfeld, Katharina, Woldehawariat, Girma, Wolf, Christiane, Wolfers, Thomas, Yanek, Lisa R., Yang, Jingyun, Zijdenbos, Alex, Zwiers, Marcel P., Agartz, Ingrid, Almasy, Laura, Ames, David, Amouyel, Philippe, Andreassen, Ole A., Arepalli, Sampath, Assareh, Amelia A., Barral, Sandra, Bastin, Mark E., Becker, Diane M., Becker, James T., Bennett, David A., Blangero, John, van Bokhoven, Hans, Boomsma, Dorret I., Brodaty, Henry, Brouwer, Rachel M., Brunner, Han G., Buckner, Randy L., Buitelaar, Jan K., Bulayeva, Kazima B., Cahn, Wiepke, Calhoun, Vince D., Cannon, Dara M., Cavalleri, Gianpiero L., Cheng, Ching-Yu, Cichon, Sven, Cookson, Mark R., Corvin, Aiden, Crespo-Facorro, Benedicto, Curran, Joanne E., Czisch, Michael, Dale, Anders M., Davies, Gareth E., De Craen, Anton J. M., De Geus, Eco J. C., De Jager, Philip L., De Zubicaray, Greig I., Deary, Ian J., Debette, Stephanie, DeCarli, Charles, Delanty, Norman, Depondt, Chantal, DeStefano, Anita, Dillman, Allissa, Djurovic, Srdjan, Donohoe, Gary, Drevets, Wayne C., Duggirala, Ravi, Dyer, Thomas D., Enzinger, Christian, Erk, Susanne, Espeseth, Thomas, Fedko, Iryna O., Fernandez, Guillen, Ferrucci, Luigi, Fisher, Simon E., Fleischman, Debra A., Ford, Ian, Fornage, Myriam, Foroud, Tatiana M., Fox, Peter T., Francks, Clyde, Fukunaga, Masaki, Gibbs, J. Raphael, Glahn, David C., Gollub, Randy L., Goring, Harald H. H., Green, Robert C., Gruber, Oliver, Gudnason, Vilmundur, Guelfi, Sebastian, Haberg, Asta K., Hansell, Narelle K., Hardy, John, Hartman, Catharina A., Hashimoto, Ryota, Hegenscheid, Katrin, Heinz, Andreas, Le Hellard, Stephanie, Hernandez, Dena G., Heslenfeld, Dirk J., Ho, Beng-Choon, Hoekstra, Pieter J., Hoffmann, Wolfgang, Hofman, Albert, Holsboer, Florian, Homuth, Georg, Hosten, Norbert, Hottenga, Jouke-Jan, Huentelman, Matthew, Pol, Hilleke E. Hulshoff, Ikeda, Masashi, Jack, Clifford R., Jr., Jenkinson, Mark, Johnson, Robert, Joensson, Erik G., Jukema, J. Wouter, Kahn, Rene S., Kanai, Ryota, Kloszewska, Iwona, Knopman, David S., Kochunov, Peter, Kwok, John B., Lawrie, Stephen M., Lemaitre, Herve, Liu, Xinmin, Longo, Dan L., Lopez, Oscar L., Lovestone, Simon, Martinez, Oliver, Martinot, Jean-Luc, Mattay, Venkata S., McDonald, Colm, McIntosh, Andrew M., McMahon, Francis J., McMahon, Katie L., Mecocci, Patrizia, Melle, Ingrid, Meyer-Lindenberg, Andreas, Mohnke, Sebastian, Montgomery, Grant W., Morris, Derek W., Mosley, Thomas H., Muhleisen, Thomas W., Mueller-Myhsok, Bertram, Nalls, Michael A., Nauck, Matthias, Nichols, Thomas E., Niessen, Wiro J., Nothen, Markus M., Nyberg, Lars, Ohi, Kazutaka, Olvera, Rene L., Ophoff, Roel A., Pandolfo, Massimo, Paus, Tomas, Pausova, Zdenka, Penninx, Brenda W. J. H., Pike, G. Bruce, Potkin, Steven G., Psaty, Bruce M., Reppermund, Simone, Rietschel, Marcella, Roffman, Joshua L., Romanczuk-Seiferth, Nina, Rotter, Jerome I., Ryten, Mina, Sacco, Ralph L., Sachdev, Perminder S., Saykin, Andrew J., Schmidt, Reinhold, Schmidt, Helena, Schofield, Peter R., Sigursson, Sigurdur, Simmons, Andrew, Singleton, Andrew, Sisodiya, Sanjay M., Smith, Colin, Smoller, Jordan W., Soininen, Hilkka, Steen, Vidar M., Stott, David J., Sussmann, Jessika E., Thalamuthu, Anbupalam, Toga, Arthur W., Traynor, Bryan J., Troncoso, Juan, Tsolaki, Magda, Tzourio, Christophe, Uitterlinden, Andre G., Hernandez, Maria C. Valdes, Van der Brug, Marcel, van der Lugt, Aad, van der Wee, Nic J. A., Van Haren, Neeltje E. M., van't Ent, Dennis, Van Tol, Marie-Jose, Vardarajan, Badri N., Vellas, Bruno, Veltman, Dick J., Voelzke, Henry, Walter, Henrik, Wardlaw, Joanna M., Wassink, Thomas H., Weale, Michael E., Weinberger, Daniel R., Weiner, Michael W., Wen, Wei, Westman, Eric, White, Tonya, Wong, Tien Y., Wright, Clinton B., Zielke, Ronald H., Zonderman, Alan B., Martin, Nicholas G., Van Duijn, Cornelia M., Wright, Margaret J., Longstreth, W. T., Schumann, Gunter, Grabe, Hans J., Franke, Barbara, Launer, Lenore J., Medland, Sarah E., Seshadri, Sudha, Thompson, Paul M., Ikram, M. Arfan, Hibar, Derrek P., Adams, Hieab H. H., Jahanshad, Neda, Chauhan, Ganesh, Stein, Jason L., Hofer, Edith, Renteria, Miguel E., Bis, Joshua C., Arias-Vasquez, Alejandro, Ikram, M. Kamran, Desrivieres, Sylvane, Vernooij, Meike W., Abramovic, Lucija, Alhusaini, Saud, Amin, Najaf, Andersson, Micael, Arfanakis, Konstantinos, Aribisala, Benjamin S., Armstrong, Nicola J., Athanasiu, Lavinia, Axelsson, Tomas, Beecham, Ashley H., Beiser, Alexa, Bernard, Manon, Blanton, Susan H., Bohlken, Marc M., Boks, Marco P., Bralten, Janita, Brickman, Adam M., Carmichael, Owen, Chakravarty, M. Mallar, Chen, Qiang, Ching, Christopher R. K., Chouraki, Vincent, Cuellar-Partida, Gabriel, Crivello, Fabrice, Den Braber, Anouk, Doan, Nhat Trung, Ehrlich, Stefan, Giddaluru, Sudheer, Goldman, Aaron L., Gottesman, Rebecca F., Grimm, Oliver, Griswold, Michael E., Guadalupe, Tulio, Gutman, Boris A., Hass, Johanna, Haukvik, Unn K., Hoehn, David, Holmes, Avram J., Hoogman, Martine, Janowitz, Deborah, Jia, Tianye, Jorgensen, Kjetil N., Karbalai, Nazanin, Kasperaviciute, Dalia, Kim, Sungeun, Klein, Marieke, Kraemer, Bernd, Lee, Phil H., Liewald, David C. M., Lopez, Lorna M., Luciano, Michelle, Macare, Christine, Marquand, Andre F., Matarin, Mar, Mather, Karen A., Mattheisen, Manuel, McKay, David R., Milaneschi, Yuri, Maniega, Susana Munoz, Nho, Kwangsik, Nugent, Allison C., Nyquist, Paul, Loohuis, Loes M. Olde, Oosterlaan, Jaap, Papmeyer, Martina, Pirpamer, Lukas, Puetz, Benno, Ramasamy, Adaikalavan, Richards, Jennifer S., Risacher, Shannon L., Roiz-Santianez, Roberto, Rommelse, Nanda, Ropele, Stefan, Rose, Emma J., Royle, Natalie A., Rundek, Tatjana, Saemann, Philipp G., Saremi, Arvin, Satizabal, Claudia L., Schmaal, Lianne, Schork, Andrew J., Shen, Li, Shin, Jean, Shumskaya, Elena, Smith, Albert V., Sprooten, Emma, Strike, Lachlan T., Teumer, Alexander, Tordesillas-Gutierrez, Diana, Toro, Roberto, Trabzuni, Daniah, Trompet, Stella, Vaidya, Dhananjay, Van der Grond, Jeroen, Van der Lee, Sven J., van der Meer, Dennis, Van Donkelaar, Marjolein M. J., Van Eijk, Kristel R., Van Erp, Theo G. M., Van Rooij, Daan, Walton, Esther, Westlye, Lars T., Whelan, Christopher D., Windham, Beverly G., Winkler, Anderson M., Wittfeld, Katharina, Woldehawariat, Girma, Wolf, Christiane, Wolfers, Thomas, Yanek, Lisa R., Yang, Jingyun, Zijdenbos, Alex, Zwiers, Marcel P., Agartz, Ingrid, Almasy, Laura, Ames, David, Amouyel, Philippe, Andreassen, Ole A., Arepalli, Sampath, Assareh, Amelia A., Barral, Sandra, Bastin, Mark E., Becker, Diane M., Becker, James T., Bennett, David A., Blangero, John, van Bokhoven, Hans, Boomsma, Dorret I., Brodaty, Henry, Brouwer, Rachel M., Brunner, Han G., Buckner, Randy L., Buitelaar, Jan K., Bulayeva, Kazima B., Cahn, Wiepke, Calhoun, Vince D., Cannon, Dara M., Cavalleri, Gianpiero L., Cheng, Ching-Yu, Cichon, Sven, Cookson, Mark R., Corvin, Aiden, Crespo-Facorro, Benedicto, Curran, Joanne E., Czisch, Michael, Dale, Anders M., Davies, Gareth E., De Craen, Anton J. M., De Geus, Eco J. C., De Jager, Philip L., De Zubicaray, Greig I., Deary, Ian J., Debette, Stephanie, DeCarli, Charles, Delanty, Norman, Depondt, Chantal, DeStefano, Anita, Dillman, Allissa, Djurovic, Srdjan, Donohoe, Gary, Drevets, Wayne C., Duggirala, Ravi, Dyer, Thomas D., Enzinger, Christian, Erk, Susanne, Espeseth, Thomas, Fedko, Iryna O., Fernandez, Guillen, Ferrucci, Luigi, Fisher, Simon E., Fleischman, Debra A., Ford, Ian, Fornage, Myriam, Foroud, Tatiana M., Fox, Peter T., Francks, Clyde, Fukunaga, Masaki, Gibbs, J. Raphael, Glahn, David C., Gollub, Randy L., Goring, Harald H. H., Green, Robert C., Gruber, Oliver, Gudnason, Vilmundur, Guelfi, Sebastian, Haberg, Asta K., Hansell, Narelle K., Hardy, John, Hartman, Catharina A., Hashimoto, Ryota, Hegenscheid, Katrin, Heinz, Andreas, Le Hellard, Stephanie, Hernandez, Dena G., Heslenfeld, Dirk J., Ho, Beng-Choon, Hoekstra, Pieter J., Hoffmann, Wolfgang, Hofman, Albert, Holsboer, Florian, Homuth, Georg, Hosten, Norbert, Hottenga, Jouke-Jan, Huentelman, Matthew, Pol, Hilleke E. Hulshoff, Ikeda, Masashi, Jack, Clifford R., Jr., Jenkinson, Mark, Johnson, Robert, Joensson, Erik G., Jukema, J. Wouter, Kahn, Rene S., Kanai, Ryota, Kloszewska, Iwona, Knopman, David S., Kochunov, Peter, Kwok, John B., Lawrie, Stephen M., Lemaitre, Herve, Liu, Xinmin, Longo, Dan L., Lopez, Oscar L., Lovestone, Simon, Martinez, Oliver, Martinot, Jean-Luc, Mattay, Venkata S., McDonald, Colm, McIntosh, Andrew M., McMahon, Francis J., McMahon, Katie L., Mecocci, Patrizia, Melle, Ingrid, Meyer-Lindenberg, Andreas, Mohnke, Sebastian, Montgomery, Grant W., Morris, Derek W., Mosley, Thomas H., Muhleisen, Thomas W., Mueller-Myhsok, Bertram, Nalls, Michael A., Nauck, Matthias, Nichols, Thomas E., Niessen, Wiro J., Nothen, Markus M., Nyberg, Lars, Ohi, Kazutaka, Olvera, Rene L., Ophoff, Roel A., Pandolfo, Massimo, Paus, Tomas, Pausova, Zdenka, Penninx, Brenda W. J. H., Pike, G. Bruce, Potkin, Steven G., Psaty, Bruce M., Reppermund, Simone, Rietschel, Marcella, Roffman, Joshua L., Romanczuk-Seiferth, Nina, Rotter, Jerome I., Ryten, Mina, Sacco, Ralph L., Sachdev, Perminder S., Saykin, Andrew J., Schmidt, Reinhold, Schmidt, Helena, Schofield, Peter R., Sigursson, Sigurdur, Simmons, Andrew, Singleton, Andrew, Sisodiya, Sanjay M., Smith, Colin, Smoller, Jordan W., Soininen, Hilkka, Steen, Vidar M., Stott, David J., Sussmann, Jessika E., Thalamuthu, Anbupalam, Toga, Arthur W., Traynor, Bryan J., Troncoso, Juan, Tsolaki, Magda, Tzourio, Christophe, Uitterlinden, Andre G., Hernandez, Maria C. Valdes, Van der Brug, Marcel, van der Lugt, Aad, van der Wee, Nic J. A., Van Haren, Neeltje E. M., van't Ent, Dennis, Van Tol, Marie-Jose, Vardarajan, Badri N., Vellas, Bruno, Veltman, Dick J., Voelzke, Henry, Walter, Henrik, Wardlaw, Joanna M., Wassink, Thomas H., Weale, Michael E., Weinberger, Daniel R., Weiner, Michael W., Wen, Wei, Westman, Eric, White, Tonya, Wong, Tien Y., Wright, Clinton B., Zielke, Ronald H., Zonderman, Alan B., Martin, Nicholas G., Van Duijn, Cornelia M., Wright, Margaret J., Longstreth, W. T., Schumann, Gunter, Grabe, Hans J., Franke, Barbara, Launer, Lenore J., Medland, Sarah E., Seshadri, Sudha, Thompson, Paul M., and Ikram, M. Arfan

Abstract

The hippocampal formation is a brain structure integrally involved in episodic memory, spatial navigation, cognition and stress responsiveness. Structural abnormalities in hippocampal volume and shape are found in several common neuropsychiatric disorders. To identify the genetic underpinnings of hippocampal structure here we perform a genome-wide association study (GWAS) of 33,536 individuals and discover six independent loci significantly associated with hippocampal volume, four of them novel. Of the novel loci, three lie within genes (ASTN2, DPP4 and MAST4) and one is found 200 kb upstream of SHH. A hippocampal subfield analysis shows that a locus within the MSRB3 gene shows evidence of a localized effect along the dentate gyrus, subiculum, CA1 and fissure. Further, we show that genetic variants associated with decreased hippocampal volume are also associated with increased risk for Alzheimer's disease (r(g) = -0.155). Our findings suggest novel biological pathways through which human genetic variation influences hippocampal volume and risk for neuropsychiatric illness.

Published
2017
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21. Novel genetic loci associated with hippocampal volume

Author

Hibar, Derrek P, Adams, Hieab H H, Jahanshad, Neda, Chauhan, Ganesh, Stein, Jason L, Hofer, Edith, Renteria, Miguel E, Bis, Joshua C, Arias-Vasquez, Alejandro, Ikram, M Kamran, Desrivières, Sylvane, Vernooij, Meike W, Abramovic, Lucija, Alhusaini, Saud, Amin, Najaf, Andersson, Micael, Arfanakis, Konstantinos, Aribisala, Benjamin S, Armstrong, Nicola J, Athanasiu, Lavinia, Axelsson, Tomas, Beecham, Ashley H, Beiser, Alexa, Bernard, Manon, Blanton, Susan H, Bohlken, Marc M, Boks, Marco P, Bralten, Janita, Brickman, Adam M, Carmichael, Owen, Chakravarty, M Mallar, Chen, Qiang, Ching, Christopher R K, Chouraki, Vincent, Cuellar-Partida, Gabriel, Crivello, Fabrice, Den Braber, Anouk, Doan, Nhat Trung, Ehrlich, Stefan, Giddaluru, Sudheer, Goldman, Aaron L, Gottesman, Rebecca F, Grimm, Oliver, Griswold, Michael E, Guadalupe, Tulio, Gutman, Boris A, Hass, Johanna, Haukvik, Unn K, Hoehn, David, Holmes, Avram J, Hoogman, Martine, Janowitz, Deborah, Jia, Tianye, Jørgensen, Kjetil N, Karbalai, Nazanin, Kasperaviciute, Dalia, Kim, Sungeun, Klein, Marieke, Kraemer, Bernd, Lee, Phil H, Liewald, David C M, Lopez, Lorna M, Luciano, Michelle, Macare, Christine, Marquand, Andre F, Matarin, Mar, Mather, Karen A, Mattheisen, Manuel, McKay, David R, Milaneschi, Yuri, Muñoz Maniega, Susana, Nho, Kwangsik, Nugent, Allison C, Nyquist, Paul, Loohuis, Loes M Olde, Oosterlaan, Jaap, Papmeyer, Martina, Pirpamer, Lukas, Pütz, Benno, Ramasamy, Adaikalavan, Richards, Jennifer S, Risacher, Shannon L, Roiz-Santiañez, Roberto, Rommelse, Nanda, Ropele, Stefan, Rose, Emma J, Royle, Natalie A, Rundek, Tatjana, Sämann, Philipp G, Saremi, Arvin, Satizabal, Claudia L, Schmaal, Lianne, Schork, Andrew J, Shen, Li, Shin, Jean, Shumskaya, Elena, Smith, Albert V, Sprooten, Emma, Strike, Lachlan T, Teumer, Alexander, Tordesillas-Gutierrez, Diana, Toro, Roberto, Trabzuni, Daniah, Trompet, Stella, Vaidya, Dhananjay, Van der Grond, Jeroen, Van der Lee, Sven J, Van der Meer, Dennis, Van Donkelaar, Marjolein M J, Van Eijk, Kristel R, Van Erp, Theo G M, Van Rooij, Daan, Walton, Esther, Westlye, Lars T, Whelan, Christopher D, Windham, Beverly G, Winkler, Anderson M, Wittfeld, Katharina, Woldehawariat, Girma, Wolf, Christiane, Wolfers, Thomas, Yanek, Lisa R, Yang, Jingyun, Zijdenbos, Alex, Zwiers, Marcel P, Agartz, Ingrid, Almasy, Laura, Ames, David, Amouyel, Philippe, Andreassen, Ole A, Arepalli, Sampath, Assareh, Amelia A, Barral, Sandra, Bastin, Mark E, Becker, Diane M, Becker, James T, Bennett, David A, Blangero, John, van Bokhoven, Hans, Boomsma, Dorret I, Brodaty, Henry, Brouwer, Rachel M, Brunner, Han G, Buckner, Randy L, Buitelaar, Jan K, Bulayeva, Kazima B, Cahn, Wiepke, Calhoun, Vince D, Cannon, Dara M, Cavalleri, Gianpiero L, Cheng, Ching-Yu, Cichon, Sven, Cookson, Mark R, Corvin, Aiden, Crespo-Facorro, Benedicto, Curran, Joanne E, Czisch, Michael, Dale, Anders M, Davies, Gareth E, De Craen, Anton J M, De Geus, Eco J C, De Jager, Philip L, De Zubicaray, Greig I, Deary, Ian J, Debette, Stéphanie, DeCarli, Charles, Delanty, Norman, Depondt, Chantal, DeStefano, Anita, Dillman, Allissa, Djurovic, Srdjan, Donohoe, Gary, Drevets, Wayne C, Duggirala, Ravi, Dyer, Thomas D, Enzinger, Christian, Erk, Susanne, Espeseth, Thomas, Fedko, Iryna O, Fernández, Guillén, Ferrucci, Luigi, Fisher, Simon E, Fleischman, Debra A, Ford, Ian, Fornage, Myriam, Foroud, Tatiana M, Fox, Peter T, Francks, Clyde, Fukunaga, Masaki, Gibbs, J Raphael, Glahn, David C, Gollub, Randy L, Göring, Harald H H, Green, Robert C, Gruber, Oliver, Gudnason, Vilmundur, Guelfi, Sebastian, Håberg, Asta K, Hansell, Narelle K, Hardy, John, Hartman, Catharina A, Hashimoto, Ryota, Hegenscheid, Katrin, Heinz, Andreas, Le Hellard, Stephanie, Hernandez, Dena G, Heslenfeld, Dirk J, Ho, Beng-Choon, Hoekstra, Pieter J, Hoffmann, Wolfgang, Hofman, Albert, Holsboer, Florian, Homuth, Georg, Hosten, Norbert, Hottenga, Jouke-Jan, Huentelman, Matthew, Pol, Hilleke E Hulshoff, Ikeda, Masashi, Jack, Clifford R, Jenkinson, Mark, Johnson, Robert, Jönsson, Erik G, Jukema, J Wouter, Kahn, René S, Kanai, Ryota, Kloszewska, Iwona, Knopman, David S, Kochunov, Peter, Kwok, John B, Lawrie, Stephen M, Lemaître, Hervé, Liu, Xinmin, Longo, Dan L, Lopez, Oscar L, Lovestone, Simon, Martinez, Oliver, Martinot, Jean-Luc, Mattay, Venkata S, McDonald, Colm, McIntosh, Andrew M, McMahon, Francis J, McMahon, Katie L, Mecocci, Patrizia, Melle, Ingrid, Meyer-Lindenberg, Andreas, Mohnke, Sebastian, Montgomery, Grant W, Morris, Derek W, Mosley, Thomas H, Mühleisen, Thomas W, Müller-Myhsok, Bertram, Nalls, Michael A, Nauck, Matthias, Nichols, Thomas E, Niessen, Wiro J, Nöthen, Markus M, Nyberg, Lars, Ohi, Kazutaka, Olvera, Rene L, Ophoff, Roel A, Pandolfo, Massimo, Paus, Tomas, Pausova, Zdenka, Penninx, Brenda W J H, Pike, G Bruce, Potkin, Steven G, Psaty, Bruce M, Reppermund, Simone, Rietschel, Marcella, Roffman, Joshua L, Romanczuk-Seiferth, Nina, Rotter, Jerome I, Ryten, Mina, Sacco, Ralph L, Sachdev, Perminder S, Saykin, Andrew J, Schmidt, Reinhold, Schmidt, Helena, Schofield, Peter R, Sigursson, Sigurdur, Simmons, Andrew, Singleton, Andrew, Sisodiya, Sanjay M, Smith, Colin, Smoller, Jordan W, Soininen, Hilkka, Steen, Vidar M, Stott, David J, Sussmann, Jessika E, Thalamuthu, Anbupalam, Toga, Arthur W, Traynor, Bryan J, Troncoso, Juan, Tsolaki, Magda, Tzourio, Christophe, Uitterlinden, Andre G, Hernández, Maria C Valdés, Van der Brug, Marcel, van der Lugt, Aad, van der Wee, Nic J A, Van Haren, Neeltje E M, van 't Ent, Dennis, Van Tol, Marie-Jose, Vardarajan, Badri N, Vellas, Bruno, Veltman, Dick J, Völzke, Henry, Walter, Henrik, Wardlaw, Joanna M, Wassink, Thomas H, Weale, Michael E, Weinberger, Daniel R, Weiner, Michael W, Wen, Wei, Westman, Eric, White, Tonya, Wong, Tien Y, Wright, Clinton B, Zielke, Ronald H, Zonderman, Alan B, Martin, Nicholas G, Van Duijn, Cornelia M, Wright, Margaret J, Longstreth, W T, Schumann, Gunter, Grabe, Hans J, Franke, Barbara, Launer, Lenore J, Medland, Sarah E, Seshadri, Sudha, Thompson, Paul M, Ikram, M Arfan, Hibar, Derrek P, Adams, Hieab H H, Jahanshad, Neda, Chauhan, Ganesh, Stein, Jason L, Hofer, Edith, Renteria, Miguel E, Bis, Joshua C, Arias-Vasquez, Alejandro, Ikram, M Kamran, Desrivières, Sylvane, Vernooij, Meike W, Abramovic, Lucija, Alhusaini, Saud, Amin, Najaf, Andersson, Micael, Arfanakis, Konstantinos, Aribisala, Benjamin S, Armstrong, Nicola J, Athanasiu, Lavinia, Axelsson, Tomas, Beecham, Ashley H, Beiser, Alexa, Bernard, Manon, Blanton, Susan H, Bohlken, Marc M, Boks, Marco P, Bralten, Janita, Brickman, Adam M, Carmichael, Owen, Chakravarty, M Mallar, Chen, Qiang, Ching, Christopher R K, Chouraki, Vincent, Cuellar-Partida, Gabriel, Crivello, Fabrice, Den Braber, Anouk, Doan, Nhat Trung, Ehrlich, Stefan, Giddaluru, Sudheer, Goldman, Aaron L, Gottesman, Rebecca F, Grimm, Oliver, Griswold, Michael E, Guadalupe, Tulio, Gutman, Boris A, Hass, Johanna, Haukvik, Unn K, Hoehn, David, Holmes, Avram J, Hoogman, Martine, Janowitz, Deborah, Jia, Tianye, Jørgensen, Kjetil N, Karbalai, Nazanin, Kasperaviciute, Dalia, Kim, Sungeun, Klein, Marieke, Kraemer, Bernd, Lee, Phil H, Liewald, David C M, Lopez, Lorna M, Luciano, Michelle, Macare, Christine, Marquand, Andre F, Matarin, Mar, Mather, Karen A, Mattheisen, Manuel, McKay, David R, Milaneschi, Yuri, Muñoz Maniega, Susana, Nho, Kwangsik, Nugent, Allison C, Nyquist, Paul, Loohuis, Loes M Olde, Oosterlaan, Jaap, Papmeyer, Martina, Pirpamer, Lukas, Pütz, Benno, Ramasamy, Adaikalavan, Richards, Jennifer S, Risacher, Shannon L, Roiz-Santiañez, Roberto, Rommelse, Nanda, Ropele, Stefan, Rose, Emma J, Royle, Natalie A, Rundek, Tatjana, Sämann, Philipp G, Saremi, Arvin, Satizabal, Claudia L, Schmaal, Lianne, Schork, Andrew J, Shen, Li, Shin, Jean, Shumskaya, Elena, Smith, Albert V, Sprooten, Emma, Strike, Lachlan T, Teumer, Alexander, Tordesillas-Gutierrez, Diana, Toro, Roberto, Trabzuni, Daniah, Trompet, Stella, Vaidya, Dhananjay, Van der Grond, Jeroen, Van der Lee, Sven J, Van der Meer, Dennis, Van Donkelaar, Marjolein M J, Van Eijk, Kristel R, Van Erp, Theo G M, Van Rooij, Daan, Walton, Esther, Westlye, Lars T, Whelan, Christopher D, Windham, Beverly G, Winkler, Anderson M, Wittfeld, Katharina, Woldehawariat, Girma, Wolf, Christiane, Wolfers, Thomas, Yanek, Lisa R, Yang, Jingyun, Zijdenbos, Alex, Zwiers, Marcel P, Agartz, Ingrid, Almasy, Laura, Ames, David, Amouyel, Philippe, Andreassen, Ole A, Arepalli, Sampath, Assareh, Amelia A, Barral, Sandra, Bastin, Mark E, Becker, Diane M, Becker, James T, Bennett, David A, Blangero, John, van Bokhoven, Hans, Boomsma, Dorret I, Brodaty, Henry, Brouwer, Rachel M, Brunner, Han G, Buckner, Randy L, Buitelaar, Jan K, Bulayeva, Kazima B, Cahn, Wiepke, Calhoun, Vince D, Cannon, Dara M, Cavalleri, Gianpiero L, Cheng, Ching-Yu, Cichon, Sven, Cookson, Mark R, Corvin, Aiden, Crespo-Facorro, Benedicto, Curran, Joanne E, Czisch, Michael, Dale, Anders M, Davies, Gareth E, De Craen, Anton J M, De Geus, Eco J C, De Jager, Philip L, De Zubicaray, Greig I, Deary, Ian J, Debette, Stéphanie, DeCarli, Charles, Delanty, Norman, Depondt, Chantal, DeStefano, Anita, Dillman, Allissa, Djurovic, Srdjan, Donohoe, Gary, Drevets, Wayne C, Duggirala, Ravi, Dyer, Thomas D, Enzinger, Christian, Erk, Susanne, Espeseth, Thomas, Fedko, Iryna O, Fernández, Guillén, Ferrucci, Luigi, Fisher, Simon E, Fleischman, Debra A, Ford, Ian, Fornage, Myriam, Foroud, Tatiana M, Fox, Peter T, Francks, Clyde, Fukunaga, Masaki, Gibbs, J Raphael, Glahn, David C, Gollub, Randy L, Göring, Harald H H, Green, Robert C, Gruber, Oliver, Gudnason, Vilmundur, Guelfi, Sebastian, Håberg, Asta K, Hansell, Narelle K, Hardy, John, Hartman, Catharina A, Hashimoto, Ryota, Hegenscheid, Katrin, Heinz, Andreas, Le Hellard, Stephanie, Hernandez, Dena G, Heslenfeld, Dirk J, Ho, Beng-Choon, Hoekstra, Pieter J, Hoffmann, Wolfgang, Hofman, Albert, Holsboer, Florian, Homuth, Georg, Hosten, Norbert, Hottenga, Jouke-Jan, Huentelman, Matthew, Pol, Hilleke E Hulshoff, Ikeda, Masashi, Jack, Clifford R, Jenkinson, Mark, Johnson, Robert, Jönsson, Erik G, Jukema, J Wouter, Kahn, René S, Kanai, Ryota, Kloszewska, Iwona, Knopman, David S, Kochunov, Peter, Kwok, John B, Lawrie, Stephen M, Lemaître, Hervé, Liu, Xinmin, Longo, Dan L, Lopez, Oscar L, Lovestone, Simon, Martinez, Oliver, Martinot, Jean-Luc, Mattay, Venkata S, McDonald, Colm, McIntosh, Andrew M, McMahon, Francis J, McMahon, Katie L, Mecocci, Patrizia, Melle, Ingrid, Meyer-Lindenberg, Andreas, Mohnke, Sebastian, Montgomery, Grant W, Morris, Derek W, Mosley, Thomas H, Mühleisen, Thomas W, Müller-Myhsok, Bertram, Nalls, Michael A, Nauck, Matthias, Nichols, Thomas E, Niessen, Wiro J, Nöthen, Markus M, Nyberg, Lars, Ohi, Kazutaka, Olvera, Rene L, Ophoff, Roel A, Pandolfo, Massimo, Paus, Tomas, Pausova, Zdenka, Penninx, Brenda W J H, Pike, G Bruce, Potkin, Steven G, Psaty, Bruce M, Reppermund, Simone, Rietschel, Marcella, Roffman, Joshua L, Romanczuk-Seiferth, Nina, Rotter, Jerome I, Ryten, Mina, Sacco, Ralph L, Sachdev, Perminder S, Saykin, Andrew J, Schmidt, Reinhold, Schmidt, Helena, Schofield, Peter R, Sigursson, Sigurdur, Simmons, Andrew, Singleton, Andrew, Sisodiya, Sanjay M, Smith, Colin, Smoller, Jordan W, Soininen, Hilkka, Steen, Vidar M, Stott, David J, Sussmann, Jessika E, Thalamuthu, Anbupalam, Toga, Arthur W, Traynor, Bryan J, Troncoso, Juan, Tsolaki, Magda, Tzourio, Christophe, Uitterlinden, Andre G, Hernández, Maria C Valdés, Van der Brug, Marcel, van der Lugt, Aad, van der Wee, Nic J A, Van Haren, Neeltje E M, van 't Ent, Dennis, Van Tol, Marie-Jose, Vardarajan, Badri N, Vellas, Bruno, Veltman, Dick J, Völzke, Henry, Walter, Henrik, Wardlaw, Joanna M, Wassink, Thomas H, Weale, Michael E, Weinberger, Daniel R, Weiner, Michael W, Wen, Wei, Westman, Eric, White, Tonya, Wong, Tien Y, Wright, Clinton B, Zielke, Ronald H, Zonderman, Alan B, Martin, Nicholas G, Van Duijn, Cornelia M, Wright, Margaret J, Longstreth, W T, Schumann, Gunter, Grabe, Hans J, Franke, Barbara, Launer, Lenore J, Medland, Sarah E, Seshadri, Sudha, Thompson, Paul M, and Ikram, M Arfan

Published
2017

22. Novel genetic loci associated with hippocampal volume

Author

ZL Cerebrovasculaire Ziekten Medisch, Onderzoeksgroep 4, Brain, Psychologen i.o., Onderzoeksgroep 2, Neurogenetica, Onderzoeksgroep 1, Affectieve & Psychotische Med., Onderzoek, Hibar, Derrek P, Adams, Hieab H H, Jahanshad, Neda, Chauhan, Ganesh, Stein, Jason L, Hofer, Edith, Renteria, Miguel E, Bis, Joshua C, Arias-Vasquez, Alejandro, Ikram, M Kamran, Desrivières, Sylvane, Vernooij, Meike W, Abramovic, Lucija, Alhusaini, Saud, Amin, Najaf, Andersson, Micael, Arfanakis, Konstantinos, Aribisala, Benjamin S, Armstrong, Nicola J, Athanasiu, Lavinia, Axelsson, Tomas, Beecham, Ashley H, Beiser, Alexa, Bernard, Manon, Blanton, Susan H, Bohlken, Marc M, Boks, Marco P, Bralten, Janita, Brickman, Adam M, Carmichael, Owen, Chakravarty, M Mallar, Chen, Qiang, Ching, Christopher R K, Chouraki, Vincent, Cuellar-Partida, Gabriel, Crivello, Fabrice, Den Braber, Anouk, Doan, Nhat Trung, Ehrlich, Stefan, Giddaluru, Sudheer, Goldman, Aaron L, Gottesman, Rebecca F, Grimm, Oliver, Griswold, Michael E, Guadalupe, Tulio, Gutman, Boris A, Hass, Johanna, Haukvik, Unn K, Hoehn, David, Holmes, Avram J, Hoogman, Martine, Janowitz, Deborah, Jia, Tianye, Jørgensen, Kjetil N, Karbalai, Nazanin, Kasperaviciute, Dalia, Kim, Sungeun, Klein, Marieke, Kraemer, Bernd, Lee, Phil H, Liewald, David C M, Lopez, Lorna M, Luciano, Michelle, Macare, Christine, Marquand, Andre F, Matarin, Mar, Mather, Karen A, Mattheisen, Manuel, McKay, David R, Milaneschi, Yuri, Muñoz Maniega, Susana, Nho, Kwangsik, Nugent, Allison C, Nyquist, Paul, Loohuis, Loes M Olde, Oosterlaan, Jaap, Papmeyer, Martina, Pirpamer, Lukas, Pütz, Benno, Ramasamy, Adaikalavan, Richards, Jennifer S, Risacher, Shannon L, Roiz-Santiañez, Roberto, Rommelse, Nanda, Ropele, Stefan, Rose, Emma J, Royle, Natalie A, Rundek, Tatjana, Sämann, Philipp G, Saremi, Arvin, Satizabal, Claudia L, Schmaal, Lianne, Schork, Andrew J, Shen, Li, Shin, Jean, Shumskaya, Elena, Smith, Albert V, Sprooten, Emma, Strike, Lachlan T, Teumer, Alexander, Tordesillas-Gutierrez, Diana, Toro, Roberto, Trabzuni, Daniah, Trompet, Stella, Vaidya, Dhananjay, Van der Grond, Jeroen, Van der Lee, Sven J, Van der Meer, Dennis, Van Donkelaar, Marjolein M J, Van Eijk, Kristel R, Van Erp, Theo G M, Van Rooij, Daan, Walton, Esther, Westlye, Lars T, Whelan, Christopher D, Windham, Beverly G, Winkler, Anderson M, Wittfeld, Katharina, Woldehawariat, Girma, Wolf, Christiane, Wolfers, Thomas, Yanek, Lisa R, Yang, Jingyun, Zijdenbos, Alex, Zwiers, Marcel P, Agartz, Ingrid, Almasy, Laura, Ames, David, Amouyel, Philippe, Andreassen, Ole A, Arepalli, Sampath, Assareh, Amelia A, Barral, Sandra, Bastin, Mark E, Becker, Diane M, Becker, James T, Bennett, David A, Blangero, John, van Bokhoven, Hans, Boomsma, Dorret I, Brodaty, Henry, Brouwer, Rachel M, Brunner, Han G, Buckner, Randy L, Buitelaar, Jan K, Bulayeva, Kazima B, Cahn, Wiepke, Calhoun, Vince D, Cannon, Dara M, Cavalleri, Gianpiero L, Cheng, Ching-Yu, Cichon, Sven, Cookson, Mark R, Corvin, Aiden, Crespo-Facorro, Benedicto, Curran, Joanne E, Czisch, Michael, Dale, Anders M, Davies, Gareth E, De Craen, Anton J M, De Geus, Eco J C, De Jager, Philip L, De Zubicaray, Greig I, Deary, Ian J, Debette, Stéphanie, DeCarli, Charles, Delanty, Norman, Depondt, Chantal, DeStefano, Anita, Dillman, Allissa, Djurovic, Srdjan, Donohoe, Gary, Drevets, Wayne C, Duggirala, Ravi, Dyer, Thomas D, Enzinger, Christian, Erk, Susanne, Espeseth, Thomas, Fedko, Iryna O, Fernández, Guillén, Ferrucci, Luigi, Fisher, Simon E, Fleischman, Debra A, Ford, Ian, Fornage, Myriam, Foroud, Tatiana M, Fox, Peter T, Francks, Clyde, Fukunaga, Masaki, Gibbs, J Raphael, Glahn, David C, Gollub, Randy L, Göring, Harald H H, Green, Robert C, Gruber, Oliver, Gudnason, Vilmundur, Guelfi, Sebastian, Håberg, Asta K, Hansell, Narelle K, Hardy, John, Hartman, Catharina A, Hashimoto, Ryota, Hegenscheid, Katrin, Heinz, Andreas, Le Hellard, Stephanie, Hernandez, Dena G, Heslenfeld, Dirk J, Ho, Beng-Choon, Hoekstra, Pieter J, Hoffmann, Wolfgang, Hofman, Albert, Holsboer, Florian, Homuth, Georg, Hosten, Norbert, Hottenga, Jouke-Jan, Huentelman, Matthew, Pol, Hilleke E Hulshoff, Ikeda, Masashi, Jack, Clifford R, Jenkinson, Mark, Johnson, Robert, Jönsson, Erik G, Jukema, J Wouter, Kahn, René S, Kanai, Ryota, Kloszewska, Iwona, Knopman, David S, Kochunov, Peter, Kwok, John B, Lawrie, Stephen M, Lemaître, Hervé, Liu, Xinmin, Longo, Dan L, Lopez, Oscar L, Lovestone, Simon, Martinez, Oliver, Martinot, Jean-Luc, Mattay, Venkata S, McDonald, Colm, McIntosh, Andrew M, McMahon, Francis J, McMahon, Katie L, Mecocci, Patrizia, Melle, Ingrid, Meyer-Lindenberg, Andreas, Mohnke, Sebastian, Montgomery, Grant W, Morris, Derek W, Mosley, Thomas H, Mühleisen, Thomas W, Müller-Myhsok, Bertram, Nalls, Michael A, Nauck, Matthias, Nichols, Thomas E, Niessen, Wiro J, Nöthen, Markus M, Nyberg, Lars, Ohi, Kazutaka, Olvera, Rene L, Ophoff, Roel A, Pandolfo, Massimo, Paus, Tomas, Pausova, Zdenka, Penninx, Brenda W J H, Pike, G Bruce, Potkin, Steven G, Psaty, Bruce M, Reppermund, Simone, Rietschel, Marcella, Roffman, Joshua L, Romanczuk-Seiferth, Nina, Rotter, Jerome I, Ryten, Mina, Sacco, Ralph L, Sachdev, Perminder S, Saykin, Andrew J, Schmidt, Reinhold, Schmidt, Helena, Schofield, Peter R, Sigursson, Sigurdur, Simmons, Andrew, Singleton, Andrew, Sisodiya, Sanjay M, Smith, Colin, Smoller, Jordan W, Soininen, Hilkka, Steen, Vidar M, Stott, David J, Sussmann, Jessika E, Thalamuthu, Anbupalam, Toga, Arthur W, Traynor, Bryan J, Troncoso, Juan, Tsolaki, Magda, Tzourio, Christophe, Uitterlinden, Andre G, Hernández, Maria C Valdés, Van der Brug, Marcel, van der Lugt, Aad, van der Wee, Nic J A, Van Haren, Neeltje E M, van 't Ent, Dennis, Van Tol, Marie-Jose, Vardarajan, Badri N, Vellas, Bruno, Veltman, Dick J, Völzke, Henry, Walter, Henrik, Wardlaw, Joanna M, Wassink, Thomas H, Weale, Michael E, Weinberger, Daniel R, Weiner, Michael W, Wen, Wei, Westman, Eric, White, Tonya, Wong, Tien Y, Wright, Clinton B, Zielke, Ronald H, Zonderman, Alan B, Martin, Nicholas G, Van Duijn, Cornelia M, Wright, Margaret J, Longstreth, W T, Schumann, Gunter, Grabe, Hans J, Franke, Barbara, Launer, Lenore J, Medland, Sarah E, Seshadri, Sudha, Thompson, Paul M, Ikram, M Arfan, ZL Cerebrovasculaire Ziekten Medisch, Onderzoeksgroep 4, Brain, Psychologen i.o., Onderzoeksgroep 2, Neurogenetica, Onderzoeksgroep 1, Affectieve & Psychotische Med., Onderzoek, Hibar, Derrek P, Adams, Hieab H H, Jahanshad, Neda, Chauhan, Ganesh, Stein, Jason L, Hofer, Edith, Renteria, Miguel E, Bis, Joshua C, Arias-Vasquez, Alejandro, Ikram, M Kamran, Desrivières, Sylvane, Vernooij, Meike W, Abramovic, Lucija, Alhusaini, Saud, Amin, Najaf, Andersson, Micael, Arfanakis, Konstantinos, Aribisala, Benjamin S, Armstrong, Nicola J, Athanasiu, Lavinia, Axelsson, Tomas, Beecham, Ashley H, Beiser, Alexa, Bernard, Manon, Blanton, Susan H, Bohlken, Marc M, Boks, Marco P, Bralten, Janita, Brickman, Adam M, Carmichael, Owen, Chakravarty, M Mallar, Chen, Qiang, Ching, Christopher R K, Chouraki, Vincent, Cuellar-Partida, Gabriel, Crivello, Fabrice, Den Braber, Anouk, Doan, Nhat Trung, Ehrlich, Stefan, Giddaluru, Sudheer, Goldman, Aaron L, Gottesman, Rebecca F, Grimm, Oliver, Griswold, Michael E, Guadalupe, Tulio, Gutman, Boris A, Hass, Johanna, Haukvik, Unn K, Hoehn, David, Holmes, Avram J, Hoogman, Martine, Janowitz, Deborah, Jia, Tianye, Jørgensen, Kjetil N, Karbalai, Nazanin, Kasperaviciute, Dalia, Kim, Sungeun, Klein, Marieke, Kraemer, Bernd, Lee, Phil H, Liewald, David C M, Lopez, Lorna M, Luciano, Michelle, Macare, Christine, Marquand, Andre F, Matarin, Mar, Mather, Karen A, Mattheisen, Manuel, McKay, David R, Milaneschi, Yuri, Muñoz Maniega, Susana, Nho, Kwangsik, Nugent, Allison C, Nyquist, Paul, Loohuis, Loes M Olde, Oosterlaan, Jaap, Papmeyer, Martina, Pirpamer, Lukas, Pütz, Benno, Ramasamy, Adaikalavan, Richards, Jennifer S, Risacher, Shannon L, Roiz-Santiañez, Roberto, Rommelse, Nanda, Ropele, Stefan, Rose, Emma J, Royle, Natalie A, Rundek, Tatjana, Sämann, Philipp G, Saremi, Arvin, Satizabal, Claudia L, Schmaal, Lianne, Schork, Andrew J, Shen, Li, Shin, Jean, Shumskaya, Elena, Smith, Albert V, Sprooten, Emma, Strike, Lachlan T, Teumer, Alexander, Tordesillas-Gutierrez, Diana, Toro, Roberto, Trabzuni, Daniah, Trompet, Stella, Vaidya, Dhananjay, Van der Grond, Jeroen, Van der Lee, Sven J, Van der Meer, Dennis, Van Donkelaar, Marjolein M J, Van Eijk, Kristel R, Van Erp, Theo G M, Van Rooij, Daan, Walton, Esther, Westlye, Lars T, Whelan, Christopher D, Windham, Beverly G, Winkler, Anderson M, Wittfeld, Katharina, Woldehawariat, Girma, Wolf, Christiane, Wolfers, Thomas, Yanek, Lisa R, Yang, Jingyun, Zijdenbos, Alex, Zwiers, Marcel P, Agartz, Ingrid, Almasy, Laura, Ames, David, Amouyel, Philippe, Andreassen, Ole A, Arepalli, Sampath, Assareh, Amelia A, Barral, Sandra, Bastin, Mark E, Becker, Diane M, Becker, James T, Bennett, David A, Blangero, John, van Bokhoven, Hans, Boomsma, Dorret I, Brodaty, Henry, Brouwer, Rachel M, Brunner, Han G, Buckner, Randy L, Buitelaar, Jan K, Bulayeva, Kazima B, Cahn, Wiepke, Calhoun, Vince D, Cannon, Dara M, Cavalleri, Gianpiero L, Cheng, Ching-Yu, Cichon, Sven, Cookson, Mark R, Corvin, Aiden, Crespo-Facorro, Benedicto, Curran, Joanne E, Czisch, Michael, Dale, Anders M, Davies, Gareth E, De Craen, Anton J M, De Geus, Eco J C, De Jager, Philip L, De Zubicaray, Greig I, Deary, Ian J, Debette, Stéphanie, DeCarli, Charles, Delanty, Norman, Depondt, Chantal, DeStefano, Anita, Dillman, Allissa, Djurovic, Srdjan, Donohoe, Gary, Drevets, Wayne C, Duggirala, Ravi, Dyer, Thomas D, Enzinger, Christian, Erk, Susanne, Espeseth, Thomas, Fedko, Iryna O, Fernández, Guillén, Ferrucci, Luigi, Fisher, Simon E, Fleischman, Debra A, Ford, Ian, Fornage, Myriam, Foroud, Tatiana M, Fox, Peter T, Francks, Clyde, Fukunaga, Masaki, Gibbs, J Raphael, Glahn, David C, Gollub, Randy L, Göring, Harald H H, Green, Robert C, Gruber, Oliver, Gudnason, Vilmundur, Guelfi, Sebastian, Håberg, Asta K, Hansell, Narelle K, Hardy, John, Hartman, Catharina A, Hashimoto, Ryota, Hegenscheid, Katrin, Heinz, Andreas, Le Hellard, Stephanie, Hernandez, Dena G, Heslenfeld, Dirk J, Ho, Beng-Choon, Hoekstra, Pieter J, Hoffmann, Wolfgang, Hofman, Albert, Holsboer, Florian, Homuth, Georg, Hosten, Norbert, Hottenga, Jouke-Jan, Huentelman, Matthew, Pol, Hilleke E Hulshoff, Ikeda, Masashi, Jack, Clifford R, Jenkinson, Mark, Johnson, Robert, Jönsson, Erik G, Jukema, J Wouter, Kahn, René S, Kanai, Ryota, Kloszewska, Iwona, Knopman, David S, Kochunov, Peter, Kwok, John B, Lawrie, Stephen M, Lemaître, Hervé, Liu, Xinmin, Longo, Dan L, Lopez, Oscar L, Lovestone, Simon, Martinez, Oliver, Martinot, Jean-Luc, Mattay, Venkata S, McDonald, Colm, McIntosh, Andrew M, McMahon, Francis J, McMahon, Katie L, Mecocci, Patrizia, Melle, Ingrid, Meyer-Lindenberg, Andreas, Mohnke, Sebastian, Montgomery, Grant W, Morris, Derek W, Mosley, Thomas H, Mühleisen, Thomas W, Müller-Myhsok, Bertram, Nalls, Michael A, Nauck, Matthias, Nichols, Thomas E, Niessen, Wiro J, Nöthen, Markus M, Nyberg, Lars, Ohi, Kazutaka, Olvera, Rene L, Ophoff, Roel A, Pandolfo, Massimo, Paus, Tomas, Pausova, Zdenka, Penninx, Brenda W J H, Pike, G Bruce, Potkin, Steven G, Psaty, Bruce M, Reppermund, Simone, Rietschel, Marcella, Roffman, Joshua L, Romanczuk-Seiferth, Nina, Rotter, Jerome I, Ryten, Mina, Sacco, Ralph L, Sachdev, Perminder S, Saykin, Andrew J, Schmidt, Reinhold, Schmidt, Helena, Schofield, Peter R, Sigursson, Sigurdur, Simmons, Andrew, Singleton, Andrew, Sisodiya, Sanjay M, Smith, Colin, Smoller, Jordan W, Soininen, Hilkka, Steen, Vidar M, Stott, David J, Sussmann, Jessika E, Thalamuthu, Anbupalam, Toga, Arthur W, Traynor, Bryan J, Troncoso, Juan, Tsolaki, Magda, Tzourio, Christophe, Uitterlinden, Andre G, Hernández, Maria C Valdés, Van der Brug, Marcel, van der Lugt, Aad, van der Wee, Nic J A, Van Haren, Neeltje E M, van 't Ent, Dennis, Van Tol, Marie-Jose, Vardarajan, Badri N, Vellas, Bruno, Veltman, Dick J, Völzke, Henry, Walter, Henrik, Wardlaw, Joanna M, Wassink, Thomas H, Weale, Michael E, Weinberger, Daniel R, Weiner, Michael W, Wen, Wei, Westman, Eric, White, Tonya, Wong, Tien Y, Wright, Clinton B, Zielke, Ronald H, Zonderman, Alan B, Martin, Nicholas G, Van Duijn, Cornelia M, Wright, Margaret J, Longstreth, W T, Schumann, Gunter, Grabe, Hans J, Franke, Barbara, Launer, Lenore J, Medland, Sarah E, Seshadri, Sudha, Thompson, Paul M, and Ikram, M Arfan

Published
2017

23. Genetic Architecture of Subcortical Brain Structures in Over 40,000 Individuals Worldwide

Author

Satizabal, Claudia L, primary, Adams, Hieab HH, additional, Hibar, Derrek P, additional, White, Charles C, additional, Stein, Jason L, additional, Scholz, Markus, additional, Sargurupremraj, Murali, additional, Jahanshad, Neda, additional, Smith, Albert V, additional, Bis, Joshua C, additional, Jian, Xueqiu, additional, Luciano, Michelle, additional, Hofer, Edith, additional, Teumer, Alexander, additional, van der Lee, Sven J, additional, Yang, Jingyun, additional, Yanek, Lisa R, additional, Lee, Tom V, additional, Li, Shuo, additional, Hu, Yanhui, additional, Koh, Jia Yu, additional, Eicher, John D, additional, Desrivières, Sylvane, additional, Arias-Vasquez, Alejandro, additional, Chauhan, Ganesh, additional, Athanasiu, Lavinia, additional, Renteria, Miguel E, additional, Kim, Sungeun, additional, Höhn, David, additional, Armstrong, Nicola J, additional, Chen, Qiang, additional, Holmes, Avram J, additional, Braber, Anouk den, additional, Kloszewska, Iwona, additional, Andersson, Micael, additional, Espeseth, Thomas, additional, Grimm, Oliver, additional, Abramovic, Lucija, additional, Alhusaini, Saud, additional, Milaneschi, Yuri, additional, Papmeyer, Martina, additional, Axelsson, Tomas, additional, Ehrlich, Stefan, additional, Roiz-Santiañez, Roberto, additional, Kraemer, Bernd, additional, Håberg, Asta K, additional, Jones, Hannah J, additional, Pike, G Bruce, additional, Stein, Dan J, additional, Stevens, Allison, additional, Bralten, Janita, additional, Vernooij, Meike W, additional, Harris, Tamara B, additional, Filippi, Irina, additional, Witte, A Veronica, additional, Guadalupe, Tulio, additional, Wittfeld, Katharina, additional, Mosley, Thomas H, additional, Becker, James T, additional, Doan, Nhat Trung, additional, Hagenaars, Saskia P, additional, Saba, Yasaman, additional, Cuellar-Partida, Gabriel, additional, Amin, Najaf, additional, Hilal, Saima, additional, Nho, Kwangsik, additional, Karbalai, Nazanin, additional, Arfanakis, Konstantinos, additional, Becker, Diane M, additional, Ames, David, additional, Goldman, Aaron L, additional, Lee, Phil H, additional, Boomsma, Dorret I, additional, Lovestone, Simon, additional, Giddaluru, Sudheer, additional, Le Hellard, Stephanie, additional, Mattheisen, Manuel, additional, Bohlken, Marc M, additional, Kasperaviciute, Dalia, additional, Schmaal, Lianne, additional, Lawrie, Stephen M, additional, Agartz, Ingrid, additional, Walton, Esther, additional, Tordesillas-Gutierrez, Diana, additional, Davies, Gareth E, additional, Shin, Jean, additional, Ipser, Jonathan C, additional, Vinke, Louis N, additional, Hoogman, Martine, additional, Knol, Maria J, additional, Jia, Tianye, additional, Burkhardt, Ralph, additional, Klein, Marieke, additional, Crivello, Fabrice, additional, Janowitz, Deborah, additional, Carmichael, Owen, additional, Haukvik, Unn K, additional, Aribisala, Benjamin S, additional, Schmidt, Helena, additional, Strike, Lachlan T, additional, Cheng, Ching-Yu, additional, Risacher, Shannon L, additional, Pütz, Benno, additional, Fleischman, Debra A, additional, Assareh, Amelia A, additional, Mattay, Venkata S, additional, Buckner, Randy L, additional, Mecocci, Patrizia, additional, Dale, Anders M, additional, Cichon, Sven, additional, Boks, Marco P, additional, Matarin, Mar, additional, Penninx, Brenda WJH, additional, Calhoun, Vince D, additional, Chakravarty, M Mallar, additional, Marquand, Andre, additional, Macare, Christine, additional, Masouleh, Shahrzad Kharabian, additional, Oosterlaan, Jaap, additional, Amouyel, Philippe, additional, Hegenscheid, Katrin, additional, Rotter, Jerome I, additional, Schork, Andrew J, additional, Liewald, David CM, additional, De Zubicaray, Greig I, additional, Wong, Tien Yin, additional, Shen, Li, additional, Sämann, Philipp G, additional, Brodaty, Henry, additional, Roffman, Joshua L, additional, De Geus, Eco JC, additional, Tsolaki, Magda, additional, Erk, Susanne, additional, Van Eijk, Kristel R, additional, Cavalleri, Gianpiero L, additional, Van der Wee, Nic JA, additional, McIntosh, Andrew M, additional, Gollub, Randy L, additional, Bulayeva, Kazima B, additional, Bernard, Manon, additional, Richards, Jennifer S, additional, Himali, Jayandra J, additional, Loeffler, Markus, additional, Rommelse, Nanda, additional, Hoffmann, Wolfgang, additional, Westlye, Lars T, additional, Valdés Hernández, Maria C, additional, Hansell, Narelle K, additional, Van Erp, Theo GM, additional, Wolf, Christiane, additional, Kwok, John BJ, additional, Vellas, Bruno, additional, Heinz, Andreas, additional, Loohuis, Loes M Olde, additional, Delanty, Norman, additional, Ho, Beng-Choon, additional, Ching, Christopher RK, additional, Shumskaya, Elena, additional, Hofman, Albert, additional, Van der Meer, Dennis, additional, Homuth, Georg, additional, Psaty, Bruce M, additional, Bastin, Mark, additional, Montgomery, Grant W, additional, Foroud, Tatiana M, additional, Reppermund, Simone, additional, Hottenga, Jouke-Jan, additional, Simmons, Andrew, additional, Meyer-Lindenberg, Andreas, additional, Cahn, Wiepke, additional, Whelan, Christopher D, additional, Van Donkelaar, Marjolein MJ, additional, Yang, Qiong, additional, Hosten, Norbert, additional, Green, Robert C, additional, Thalamuthu, Anbupalam, additional, Mohnke, Sebastian, additional, Pol, Hilleke E Hulshoff, additional, Lin, Honghuang, additional, Jack, Clifford R, additional, Schofield, Peter R, additional, Mühleisen, Thomas W, additional, Maillard, Pauline, additional, Potkin, Steven G, additional, Wen, Wei, additional, Fletcher, Evan, additional, Toga, Arthur W, additional, Gruber, Oliver, additional, Huentelman, Matthew, additional, Smith, George Davey, additional, Launer, Lenore J, additional, Nyberg, Lars, additional, Jönsson, Erik G, additional, Crespo-Facorro, Benedicto, additional, Koen, Nastassja, additional, Greve, Douglas, additional, Uitterlinden, André G, additional, Weinberger, Daniel R, additional, Steen, Vidar M, additional, Fedko, Iryna O, additional, Groenewold, Nynke A, additional, Niessen, Wiro J, additional, Toro, Roberto, additional, Tzourio, Christophe, additional, Longstreth, William T, additional, Ikram, M Kamran, additional, Smoller, Jordan W, additional, Van Tol, Marie-Jose, additional, Sussmann, Jessika E, additional, Paus, Tomas, additional, Lemaître, Hervé, additional, Mazoyer, Bernard, additional, Andreassen, Ole A, additional, Holsboer, Florian, additional, Veltman, Dick J, additional, Turner, Jessica A, additional, Pausova, Zdenka, additional, Schumann, Gunter, additional, Van Rooij, Daan, additional, Djurovic, Srdjan, additional, Deary, Ian J, additional, McMahon, Katie L, additional, Müller-Myhsok, Bertram, additional, Brouwer, Rachel M, additional, Soininen, Hilkka, additional, Pandolfo, Massimo, additional, Wassink, Thomas H, additional, Cheung, Joshua W, additional, Wolfers, Thomas, additional, Martinot, Jean-Luc, additional, Zwiers, Marcel P, additional, Nauck, Matthias, additional, Melle, Ingrid, additional, Martin, Nicholas G, additional, Kanai, Ryota, additional, Westman, Eric, additional, Kahn, René S, additional, Sisodiya, Sanjay M, additional, White, Tonya, additional, Saremi, Arvin, additional, van Bokhoven, Hans, additional, Brunner, Han G, additional, Völzke, Henry, additional, Wright, Margaret J, additional, Van 't Ent, Dennis, additional, Nöthen, Markus M, additional, Ophoff, Roel A, additional, Buitelaar, Jan K, additional, Fernández, Guillén, additional, Sachdev, Perminder S, additional, Rietschel, Marcella, additional, Van Haren, Neeltje EM, additional, Fisher, Simon E, additional, Beiser, Alexa S, additional, Francks, Clyde, additional, Saykin, Andrew J, additional, Mather, Karen A, additional, Romanczuk-Seiferth, Nina, additional, Hartman, Catharina A, additional, DeStefano, Anita L, additional, Heslenfeld, Dirk J, additional, Weiner, Michael W, additional, Walter, Henrik, additional, Hoekstra, Pieter J, additional, Nyquist, Paul A, additional, Franke, Barbara, additional, Bennett, David A, additional, Grabe, Hans J, additional, Johnson, Andrew D, additional, Chen, Christopher, additional, van Duijn, Cornelia M, additional, Lopez, Oscar L, additional, Fornage, Myriam, additional, Wardlaw, Joanna A, additional, Schmidt, Reinhold, additional, DeCarli, Charles, additional, De Jager, Philip L, additional, Villringer, Arno, additional, Debette, Stéphanie, additional, Gudnason, Vilmundur, additional, Medland, Sarah E, additional, Shulman, Joshua M, additional, Thompson, Paul M, additional, Seshadri, Sudha, additional, and Ikram, M Arfan, additional

Published
2017
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24. Ninety-nine independent genetic loci influencing general cognitive function include genes associated with brain health and structure (N = 280,360)

Author

Davies, Gail, primary, Lam, Max, additional, Harris, Sarah E, additional, Trampush, Joey W, additional, Luciano, Michelle, additional, Hill, W David, additional, Hagenaars, Saskia P, additional, Ritchie, Stuart J, additional, Marioni, Riccardo E, additional, Fawns-Ritchie, Chloe, additional, Liewald, David CM, additional, Okely, Judith A, additional, Ahola-Olli, Ari V, additional, Barnes, Catriona LK, additional, Bertram, Lars, additional, Bis, Joshua C, additional, Burdick, Katherine E, additional, Christoforou, Andrea, additional, DeRosse, Pamela, additional, Djurovic, Srdjan, additional, Espeseth, Thomas, additional, Giakoumaki, Stella, additional, Giddaluru, Sudheer, additional, Gustavson, Daniel E, additional, Hayward, Caroline, additional, Hofer, Edith, additional, Ikram, M Arfan, additional, Karlsson, Robert, additional, Knowles, Emma, additional, Lahti, Jari, additional, Leber, Markus, additional, Li, Shuo, additional, Mather, Karen A, additional, Melle, Ingrid, additional, Morris, Derek, additional, Oldmeadow, Christopher, additional, Palviainen, Teemu, additional, Payton, Antony, additional, Pazoki, Raha, additional, Petrovic, Katja, additional, Reynolds, Chandra A, additional, Sargurupremraj, Muralidharan, additional, Scholz, Markus, additional, Smith, Jennifer A, additional, Smith, Albert V, additional, Terzikhan, Natalie, additional, Thalamuthu, Anbu, additional, Trompet, Stella, additional, Lee, Sven J van der, additional, Ware, Erin B, additional, Windham, B Gwen, additional, Wright, Margaret J, additional, Yang, Jingyun, additional, Yu, Jin, additional, Ames, David, additional, Amin, Najaf, additional, Amouyel, Philippe, additional, Andreassen, Ole A, additional, Armstrong, Nicola J, additional, Assareh, Amelia A, additional, Attia, John R, additional, Attix, Deborah, additional, Avramopoulos, Dimitrios, additional, Bennett, David A, additional, Böhmer, Anne C, additional, Boyle, Patricia A, additional, Brodaty, Henry, additional, Campbell, Harry, additional, Cannon, Tyrone D, additional, Cirulli, Elizabeth T, additional, Congdon, Eliza, additional, Conley, Emily Drabant, additional, Corley, Janie, additional, Cox, Simon R, additional, Dale, Anders M, additional, Dehghan, Abbas, additional, Dick, Danielle, additional, Dickinson, Dwight, additional, Eriksson, Johan G, additional, Evangelou, Evangelos, additional, Faul, Jessica D, additional, Ford, Ian, additional, Freimer, Nelson A, additional, Gao, He, additional, Giegling, Ina, additional, Gillespie, Nathan A, additional, Gordon, Scott D, additional, Gottesman, Rebecca F, additional, Griswold, Michael E, additional, Gudnason, Vilmundur, additional, Harris, Tamara B, additional, Hartmann, Annette M, additional, Hatzimanolis, Alex, additional, Heiss, Gerardo, additional, Holliday, Elizabeth G, additional, Joshi, Peter K, additional, Kähönen, Mika, additional, Kardia, Sharon LR, additional, Karlsson, Ida, additional, Kleineidam, Luca, additional, Knopman, David S, additional, Kochan, Nicole A, additional, Konte, Bettina, additional, Kwok, John B, additional, Hellard, Stephanie Le, additional, Lee, Teresa, additional, Lehtimäki, Terho, additional, Li, Shu-Chen, additional, Liu, Tian, additional, Koini, Marisa, additional, London, Edythe, additional, Longstreth, Will T, additional, Lopez, Oscar L, additional, Loukola, Anu, additional, Luck, Tobias, additional, Lundervold, Astri J, additional, Lundquist, Anders, additional, Lyytikäinen, Leo-Pekka, additional, Martin, Nicholas G, additional, Montgomery, Grant W, additional, Murray, Alison D, additional, Need, Anna C, additional, Noordam, Raymond, additional, Nyberg, Lars, additional, Ollier, William, additional, Papenberg, Goran, additional, Pattie, Alison, additional, Polasek, Ozren, additional, Poldrack, Russell A, additional, Psaty, Bruce M, additional, Reppermund, Simone, additional, Riedel-Heller, Steffi G, additional, Rose, Richard J, additional, Rotter, Jerome I, additional, Roussos, Panos, additional, Rovio, Suvi P, additional, Saba, Yasaman, additional, Sabb, Fred W, additional, Sachdev, Perminder S, additional, Satizabal, Claudia, additional, Schmid, Matthias, additional, Scott, Rodney J, additional, Scult, Matthew A, additional, Simino, Jeannette, additional, Slagboom, P Eline, additional, Smyrnis, Nikolaos, additional, Soumaré, Aïcha, additional, Stefanis, Nikos C, additional, Stott, David J, additional, Straub, Richard E, additional, Sundet, Kjetil, additional, Taylor, Adele M, additional, Taylor, Kent D, additional, Tzoulaki, Ioanna, additional, Tzourio, Christophe, additional, Uitterlinden, André, additional, Vitart, Veronique, additional, Voineskos, Aristotle N, additional, Kaprio, Jaakko, additional, Wagner, Michael, additional, Wagner, Holger, additional, Weinhold, Leonie, additional, Wen, K Hoyan, additional, Widen, Elisabeth, additional, Yang, Qiong, additional, Zhao, Wei, additional, Adams, Hieab HH, additional, Arking, Dan E, additional, Bilder, Robert M, additional, Bitsios, Panos, additional, Boerwinkle, Eric, additional, Chiba-Falek, Ornit, additional, Corvin, Aiden, additional, Jager, Philip L De, additional, Debette, Stéphanie, additional, Donohoe, Gary, additional, Elliott, Paul, additional, Fitzpatrick, Annette L, additional, Gill, Michael, additional, Glahn, David C, additional, Hägg, Sara, additional, Hansell, Narelle K, additional, Hariri, Ahmad R, additional, Ikram, M Kamran, additional, Jukema, J. Wouter, additional, Vuoksimaa, Eero, additional, Keller, Matthew C, additional, Kremen, William S, additional, Launer, Lenore, additional, Lindenberger, Ulman, additional, Palotie, Aarno, additional, Pedersen, Nancy L, additional, Pendleton, Neil, additional, Porteous, David J, additional, Räikkönen, Katri, additional, Raitakari, Olli T, additional, Ramirez, Alfredo, additional, Reinvang, Ivar, additional, Rudan, Igor, additional, Rujescu, Dan, additional, Schmidt, Reinhold, additional, Schmidt, Helena, additional, Schofield, Peter W, additional, Schofield, Peter R, additional, Starr, John M, additional, Steen, Vidar M, additional, Trollor, Julian N, additional, Turner, Steven T, additional, Duijn, Cornelia M Van, additional, Villringer, Arno, additional, Weinberger, Daniel R, additional, Weir, David R, additional, Wilson, James F, additional, Malhotra, Anil, additional, McIntosh, Andrew M, additional, Gale, Catharine R, additional, Seshadri, Sudha, additional, Mosley, Thomas H., additional, Bressler, Jan, additional, Lencz, Todd, additional, and Deary, Ian J, additional

Published
2017
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25. Novel genetic loci associated with hippocampal volume

Author

Hibar, Derrek P., primary, Adams, Hieab H. H., additional, Jahanshad, Neda, additional, Chauhan, Ganesh, additional, Stein, Jason L., additional, Hofer, Edith, additional, Renteria, Miguel E., additional, Bis, Joshua C., additional, Arias-Vasquez, Alejandro, additional, Ikram, M. Kamran, additional, Desrivières, Sylvane, additional, Vernooij, Meike W., additional, Abramovic, Lucija, additional, Alhusaini, Saud, additional, Amin, Najaf, additional, Andersson, Micael, additional, Arfanakis, Konstantinos, additional, Aribisala, Benjamin S., additional, Armstrong, Nicola J., additional, Athanasiu, Lavinia, additional, Axelsson, Tomas, additional, Beecham, Ashley H., additional, Beiser, Alexa, additional, Bernard, Manon, additional, Blanton, Susan H., additional, Bohlken, Marc M., additional, Boks, Marco P., additional, Bralten, Janita, additional, Brickman, Adam M., additional, Carmichael, Owen, additional, Chakravarty, M. Mallar, additional, Chen, Qiang, additional, Ching, Christopher R. K., additional, Chouraki, Vincent, additional, Cuellar-Partida, Gabriel, additional, Crivello, Fabrice, additional, Den Braber, Anouk, additional, Doan, Nhat Trung, additional, Ehrlich, Stefan, additional, Giddaluru, Sudheer, additional, Goldman, Aaron L., additional, Gottesman, Rebecca F., additional, Grimm, Oliver, additional, Griswold, Michael E., additional, Guadalupe, Tulio, additional, Gutman, Boris A., additional, Hass, Johanna, additional, Haukvik, Unn K., additional, Hoehn, David, additional, Holmes, Avram J., additional, Hoogman, Martine, additional, Janowitz, Deborah, additional, Jia, Tianye, additional, Jørgensen, Kjetil N., additional, Karbalai, Nazanin, additional, Kasperaviciute, Dalia, additional, Kim, Sungeun, additional, Klein, Marieke, additional, Kraemer, Bernd, additional, Lee, Phil H., additional, Liewald, David C. M., additional, Lopez, Lorna M., additional, Luciano, Michelle, additional, Macare, Christine, additional, Marquand, Andre F., additional, Matarin, Mar, additional, Mather, Karen A., additional, Mattheisen, Manuel, additional, McKay, David R., additional, Milaneschi, Yuri, additional, Muñoz Maniega, Susana, additional, Nho, Kwangsik, additional, Nugent, Allison C., additional, Nyquist, Paul, additional, Loohuis, Loes M. Olde, additional, Oosterlaan, Jaap, additional, Papmeyer, Martina, additional, Pirpamer, Lukas, additional, Pütz, Benno, additional, Ramasamy, Adaikalavan, additional, Richards, Jennifer S., additional, Risacher, Shannon L., additional, Roiz-Santiañez, Roberto, additional, Rommelse, Nanda, additional, Ropele, Stefan, additional, Rose, Emma J., additional, Royle, Natalie A., additional, Rundek, Tatjana, additional, Sämann, Philipp G., additional, Saremi, Arvin, additional, Satizabal, Claudia L., additional, Schmaal, Lianne, additional, Schork, Andrew J., additional, Shen, Li, additional, Shin, Jean, additional, Shumskaya, Elena, additional, Smith, Albert V., additional, Sprooten, Emma, additional, Strike, Lachlan T., additional, Teumer, Alexander, additional, Tordesillas-Gutierrez, Diana, additional, Toro, Roberto, additional, Trabzuni, Daniah, additional, Trompet, Stella, additional, Vaidya, Dhananjay, additional, Van der Grond, Jeroen, additional, Van der Lee, Sven J., additional, Van der Meer, Dennis, additional, Van Donkelaar, Marjolein M. J., additional, Van Eijk, Kristel R., additional, Van Erp, Theo G. M., additional, Van Rooij, Daan, additional, Walton, Esther, additional, Westlye, Lars T., additional, Whelan, Christopher D., additional, Windham, Beverly G., additional, Winkler, Anderson M., additional, Wittfeld, Katharina, additional, Woldehawariat, Girma, additional, Wolf, Christiane, additional, Wolfers, Thomas, additional, Yanek, Lisa R., additional, Yang, Jingyun, additional, Zijdenbos, Alex, additional, Zwiers, Marcel P., additional, Agartz, Ingrid, additional, Almasy, Laura, additional, Ames, David, additional, Amouyel, Philippe, additional, Andreassen, Ole A., additional, Arepalli, Sampath, additional, Assareh, Amelia A., additional, Barral, Sandra, additional, Bastin, Mark E., additional, Becker, Diane M., additional, Becker, James T., additional, Bennett, David A., additional, Blangero, John, additional, van Bokhoven, Hans, additional, Boomsma, Dorret I., additional, Brodaty, Henry, additional, Brouwer, Rachel M., additional, Brunner, Han G., additional, Buckner, Randy L., additional, Buitelaar, Jan K., additional, Bulayeva, Kazima B., additional, Cahn, Wiepke, additional, Calhoun, Vince D., additional, Cannon, Dara M., additional, Cavalleri, Gianpiero L., additional, Cheng, Ching-Yu, additional, Cichon, Sven, additional, Cookson, Mark R., additional, Corvin, Aiden, additional, Crespo-Facorro, Benedicto, additional, Curran, Joanne E., additional, Czisch, Michael, additional, Dale, Anders M., additional, Davies, Gareth E., additional, De Craen, Anton J. M., additional, De Geus, Eco J. C., additional, De Jager, Philip L., additional, De Zubicaray, Greig I., additional, Deary, Ian J., additional, Debette, Stéphanie, additional, DeCarli, Charles, additional, Delanty, Norman, additional, Depondt, Chantal, additional, DeStefano, Anita, additional, Dillman, Allissa, additional, Djurovic, Srdjan, additional, Donohoe, Gary, additional, Drevets, Wayne C., additional, Duggirala, Ravi, additional, Dyer, Thomas D., additional, Enzinger, Christian, additional, Erk, Susanne, additional, Espeseth, Thomas, additional, Fedko, Iryna O., additional, Fernández, Guillén, additional, Ferrucci, Luigi, additional, Fisher, Simon E., additional, Fleischman, Debra A., additional, Ford, Ian, additional, Fornage, Myriam, additional, Foroud, Tatiana M., additional, Fox, Peter T., additional, Francks, Clyde, additional, Fukunaga, Masaki, additional, Gibbs, J. Raphael, additional, Glahn, David C., additional, Gollub, Randy L., additional, Göring, Harald H. H., additional, Green, Robert C., additional, Gruber, Oliver, additional, Gudnason, Vilmundur, additional, Guelfi, Sebastian, additional, Håberg, Asta K., additional, Hansell, Narelle K., additional, Hardy, John, additional, Hartman, Catharina A., additional, Hashimoto, Ryota, additional, Hegenscheid, Katrin, additional, Heinz, Andreas, additional, Le Hellard, Stephanie, additional, Hernandez, Dena G., additional, Heslenfeld, Dirk J., additional, Ho, Beng-Choon, additional, Hoekstra, Pieter J., additional, Hoffmann, Wolfgang, additional, Hofman, Albert, additional, Holsboer, Florian, additional, Homuth, Georg, additional, Hosten, Norbert, additional, Hottenga, Jouke-Jan, additional, Huentelman, Matthew, additional, Hulshoff Pol, Hilleke E., additional, Ikeda, Masashi, additional, Jack Jr, Clifford R., additional, Jenkinson, Mark, additional, Johnson, Robert, additional, Jönsson, Erik G., additional, Jukema, J. Wouter, additional, Kahn, René S., additional, Kanai, Ryota, additional, Kloszewska, Iwona, additional, Knopman, David S., additional, Kochunov, Peter, additional, Kwok, John B., additional, Lawrie, Stephen M., additional, Lemaître, Hervé, additional, Liu, Xinmin, additional, Longo, Dan L., additional, Lopez, Oscar L., additional, Lovestone, Simon, additional, Martinez, Oliver, additional, Martinot, Jean-Luc, additional, Mattay, Venkata S., additional, McDonald, Colm, additional, McIntosh, Andrew M., additional, McMahon, Francis J., additional, McMahon, Katie L., additional, Mecocci, Patrizia, additional, Melle, Ingrid, additional, Meyer-Lindenberg, Andreas, additional, Mohnke, Sebastian, additional, Montgomery, Grant W., additional, Morris, Derek W., additional, Mosley, Thomas H., additional, Mühleisen, Thomas W., additional, Müller-Myhsok, Bertram, additional, Nalls, Michael A., additional, Nauck, Matthias, additional, Nichols, Thomas E., additional, Niessen, Wiro J., additional, Nöthen, Markus M., additional, Nyberg, Lars, additional, Ohi, Kazutaka, additional, Olvera, Rene L., additional, Ophoff, Roel A., additional, Pandolfo, Massimo, additional, Paus, Tomas, additional, Pausova, Zdenka, additional, Penninx, Brenda W. J. H., additional, Pike, G. Bruce, additional, Potkin, Steven G., additional, Psaty, Bruce M., additional, Reppermund, Simone, additional, Rietschel, Marcella, additional, Roffman, Joshua L., additional, Romanczuk-Seiferth, Nina, additional, Rotter, Jerome I., additional, Ryten, Mina, additional, Sacco, Ralph L., additional, Sachdev, Perminder S., additional, Saykin, Andrew J., additional, Schmidt, Reinhold, additional, Schmidt, Helena, additional, Schofield, Peter R., additional, Sigursson, Sigurdur, additional, Simmons, Andrew, additional, Singleton, Andrew, additional, Sisodiya, Sanjay M., additional, Smith, Colin, additional, Smoller, Jordan W., additional, Soininen, Hilkka, additional, Steen, Vidar M., additional, Stott, David J., additional, Sussmann, Jessika E., additional, Thalamuthu, Anbupalam, additional, Toga, Arthur W., additional, Traynor, Bryan J., additional, Troncoso, Juan, additional, Tsolaki, Magda, additional, Tzourio, Christophe, additional, Uitterlinden, Andre G., additional, Hernández, Maria C. Valdés, additional, Van der Brug, Marcel, additional, van der Lugt, Aad, additional, van der Wee, Nic J. A., additional, Van Haren, Neeltje E. M., additional, van ’t Ent, Dennis, additional, Van Tol, Marie-Jose, additional, Vardarajan, Badri N., additional, Vellas, Bruno, additional, Veltman, Dick J., additional, Völzke, Henry, additional, Walter, Henrik, additional, Wardlaw, Joanna M., additional, Wassink, Thomas H., additional, Weale, Michael E., additional, Weinberger, Daniel R., additional, Weiner, Michael W., additional, Wen, Wei, additional, Westman, Eric, additional, White, Tonya, additional, Wong, Tien Y., additional, Wright, Clinton B., additional, Zielke, Ronald H., additional, Zonderman, Alan B., additional, Martin, Nicholas G., additional, Van Duijn, Cornelia M., additional, Wright, Margaret J., additional, Longstreth, W. T., additional, Schumann, Gunter, additional, Grabe, Hans J., additional, Franke, Barbara, additional, Launer, Lenore J., additional, Medland, Sarah E., additional, Seshadri, Sudha, additional, Thompson, Paul M., additional, and Ikram, M. Arfan, additional

Published
2017
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26. Novel genetic loci underlying human intracranial volume identified through genome-wide association

Author

Adams, Hieab H. H., Hibar, Derrek P., Chouraki, Vincent, Stein, Jason L., Nyquist, Paul A., Renteria, Miguel E., Trompet, Stella, Arias-Vasquez, Alejandro, Seshadri, Sudha, Desrivieres, Sylvane, Beecham, Ashley H., Jahanshad, Neda, Wittfeld, Katharine, Van der Lee, Sven J., Abramovic, Lucija, Alhusaini, Saud, Amin, Najaf, Andersson, Micael, Arfanakis, Konstantinos, Aribisala, Benjamin S., Armstrong, Nicola J., Athanasiu, Lavinia, Axelsson, Tomas, Beiser, Alexa, Bernard, Manon, Bis, Joshua C., Blanken, Laura M. E., Blanton, Susan H., Bohlken, Marc M., Boks, Marco P., Bralten, Janita, Brickman, Adam M., Carmichael, Owen, Chakravarty, M. Mallar, Chauhan, Ganesh, Chen, Qiang, Ching, Christopher R. K., Cuellar-Partida, Gabriel, Den Braber, Anouk, Doan, Nhat Trung, Ehrlich, Stefan, Filippi, Irina, Ge, Tian, Giddaluru, Sudheer, Goldman, Aaron L., Gottesman, Rebecca F., Greven, Corina U., Grimm, Oliver, Griswold, Michael E., Guadalupe, Tulio, Hass, Johanna, Haukvik, Unn K., Hilal, Saima, Hofer, Edith, Hoehn, David, Holmes, Avram J., Hoogman, Martine, Janowitz, Deborah, Jia, Tianye, Kasperaviciute, Dalia, Kim, Sungeun, Klein, Marieke, Kraemer, Bernd, Lee, Phil H., Liao, Jiemin, Liewald, David C. M., Lopez, Lorna M., Luciano, Michelle, Macare, Christine, Marquand, Andre, Matarin, Mar, Mather, Karen A., Mattheisen, Manuel, Mazoyer, Bernard, Mckay, David R., McWhirter, Rebekah, Milaneschi, Yuri, Mirza-Schreiber, Nazanin, Muetzel, Ryan L., Maniega, Susana Munoz, Nho, Kwangsik, Nugent, Allison C., Loohuis, Loes M. Olde, Oosterlaan, Jaap, Papmeyer, Martina, Pappa, Irene, Pirpamer, Lukas, Pudas, Sara, Puetz, Benno, Rajan, Kumar B., Ramasamy, Adaikalavan, Richards, Jennifer S., Risacher, Shannon L., Roiz-Santianez, Roberto, Rommelse, Nanda, Rose, Emma J., Royle, Natalie A., Rundek, Tatjana, Saemann, Philipp G., Satizabal, Claudia L., Schmaal, Lianne, Schork, Andrew J., Shen, Li, Shin, Jean, Shumskaya, Elena, Smith, Albert V., Sprooten, Emma, Strike, Lachlan T., Teumer, Alexander, Thomson, Russell, Tordesillas-Gutierrez, Diana, Toro, Roberto, Trabzuni, Daniah, Vaidya, Dhananjay, Van der Grond, Jeroen, van der Meer, Dennis, Van Donkelaar, Marjolein M. J., Van Eijk, Kristel R., Van Erp, Theo G. M., Van Rooij, Daan, Walton, Esther, Westlye, Lars T., Whelan, Christopher D., Windham, Beverly G., Winkler, Anderson M., Woldehawariat, Girma, Wolf, Christiane, Wolfers, Thomas, Xu, Bing, Yanek, Lisa R., Yang, Jingyun, Zijdenbos, Alex, Zwiers, Marcel P., Agartz, Ingrid, Aggarwal, Neelum T., Almasy, Laura, Ames, David, Amouyel, Philippe, Andreassen, Ole A., Arepalli, Sampath, Assareh, Amelia A., Barral, Sandra, Bastin, Mark E., Becker, Diane M., Becker, James T., Bennett, David A., Blangero, John, van Bokhoven, Hans, Boomsma, Dorret I., Brodaty, Henry, Brouwer, Rachel M., Brunner, Han G., Buckner, Randy L., Buitelaar, Jan K., Bulayeva, Kazima B., Cahn, Wiepke, Calhoun, Vince D., Cannon, Dara M., Cavalleri, Gianpiero L., Chen, Christopher, Cheng, Ching -Yu, Cichon, Sven, Cookson, Mark R., Corvin, Aiden, Crespo-Facorro, Benedicto, Curran, Joanne E., Czisch, Michael, Dale, Anders M., Davies, Gareth E., De Geus, Eco J. C., De Jager, Philip L., de Zubicaray, Greig I., Delanty, Norman, Depondt, Chantal, DeStefano, Anita L., Dillman, Allissa, Djurovic, Srdjan, Donohoe, Gary, Drevets, Wayne C., Duggirala, Ravi, Dyer, Thomas D., Erk, Susanne, Espeseth, Thomas, Evans, Denis A., Fedko, Iryna, Fernandez, Guillen, Ferrucci, Luigi, Fisher, Simon E., Fleischman, Debra A., Ford, Ian, Foroud, Tatiana M., Fox, Peter T., Francks, Clyde, Fukunaga, Masaki, Gibbs, J. Raphael, Glahn, David C., Gollub, Randy L., Goring, Harald H. H., Grabe, Hans J., Green, Robert C., Gruber, Oliver, Gudnason, Vilmundur, Guelfi, Sebastian, Hansell, Narelle K., Hardy, John, Hartman, Catharina A., Hashimoto, Ryota, Hegenscheid, Katrin, Heinz, Andreas, Le Hellard, Stephanie, Hernandez, Dena G., Heslenfeld, Dirk J., Ho, Beng-Choon, Hoekstra, Pieter J., Hoffmann, Wolfgang, Hofman, Albert, Holsboer, Florian, Homuth, Georg, Hosten, Norbert, Hottenga, Jouke-Jan, Pol, Hilleke E. Hulshoff, Ikeda, Masashi, Ikram, M. Kamran, Jack, Clifford R., Jr., Jenldnson, Mark, Johnson, Robert, Jonsson, Erik G., Jukema, J. Wouter, Kahn, Rene S., Kanai, Ryota, Kloszewska, Iwona, Knopman, David S., Kochunov, Peter, Kwok, John B., Lawrie, Stephen M., Lemaitre, Herve, Liu, Xinmin, Longo, Dan L., Longstreth, W. T., Jr., Lopez, Oscar L., Lovestone, Simon, Martinez, Oliver, Martinot, Jean-Luc, Mattay, Venkata S., McDonald, Colm, McIntosh, Andrew M., McMahon, Katie L., McMahon, Francis J., Mecocci, Patrizia, Melle, Ingrid, Meyer-Lindenberg, Andreas, Mohnke, Sebastian, Montgomery, Grant W., Morris, Derek W., Mosley, Thomas H., Muhleisen, Thomas W., Mueller-Myhsok, Bertram, Nalls, Michael A., Nauck, Matthias, Nichols, Thomas E., Niessen, Wiro J., Noethen, Markus M., Nyberg, Lars, Ohi, Kazutaka, Olvera, Rene L., Ophoff, Roel A., Pandolfo, Massimo, Paus, Tomas, Pausova, Zdenka, Penninx, Brenda W. J. H., Pike, G. Bruce, Potkin, Steven G., Psaty, Bruce M., Reppermund, Simone, Rietschel, Marcella, Roffman, Joshua L., Romanczuk-Seiferth, Nina, Rotter, Jerome I., Ryten, Mina, Sacco, Ralph L., Sachdev, Perminder S., Saykin, Andrew J., Schmidt, Reinhold, Schofield, Peter R., Sigurdsson, Sigurdur, Simmons, Andy, Singleton, Andrew, Sisodiya, Sanjay M., Smith, Colin, Smoller, Jordan W., Soininen, Hindu., Srikanth, Velandai, Steen, Vidar M., Stott, David J., Sussmann, Jessika E., Thalamuthu, Anbupalam, Tiemeier, Henning, Toga, Arthur W., Traynor, Bryan J., Troncoso, Juan, Turner, Jessica A., Tzourio, Christophe, Uitterlinden, Andre G., Hernandez, Maria C. Valdes, Van der Brug, Marcel, Van der Lugt, Aad, Van der Wee, Nic J. A., Van Duijn, Cornelia M., Van Haren, Neeltje E. M., Van't Ent, Dennis, Van Tol, Marie Jose, Vardarajan, Badri N., Veltman, Dick J., Vernooij, Meike W., Voelzke, Henry, Walter, Henrik, Wardlaw, Joanna M., Wassink, Thomas H., Weale, Michael E., Weinberger, Daniel R., Weiner, Michael W., Wen, Wei, Westman, Eric, White, Tonya, Wong, Tien Y., Wright, Clinton B., Zielke, H. Ronald, Zonderman, Alan B., Deary, Ian J., DeCarli, Charles, Schmidt, Helena, Martin, Nicholas G., De Craen, Anton J. M., Wright, Margaret J., Launer, Lenore J., Schumann, Gunter, Fornage, Myriam, Franke, Barbara, Debette, Stephanie, Medland, Sarah E., Ikram, M. Arfan, Thompson, Paul M., Adams, Hieab H. H., Hibar, Derrek P., Chouraki, Vincent, Stein, Jason L., Nyquist, Paul A., Renteria, Miguel E., Trompet, Stella, Arias-Vasquez, Alejandro, Seshadri, Sudha, Desrivieres, Sylvane, Beecham, Ashley H., Jahanshad, Neda, Wittfeld, Katharine, Van der Lee, Sven J., Abramovic, Lucija, Alhusaini, Saud, Amin, Najaf, Andersson, Micael, Arfanakis, Konstantinos, Aribisala, Benjamin S., Armstrong, Nicola J., Athanasiu, Lavinia, Axelsson, Tomas, Beiser, Alexa, Bernard, Manon, Bis, Joshua C., Blanken, Laura M. E., Blanton, Susan H., Bohlken, Marc M., Boks, Marco P., Bralten, Janita, Brickman, Adam M., Carmichael, Owen, Chakravarty, M. Mallar, Chauhan, Ganesh, Chen, Qiang, Ching, Christopher R. K., Cuellar-Partida, Gabriel, Den Braber, Anouk, Doan, Nhat Trung, Ehrlich, Stefan, Filippi, Irina, Ge, Tian, Giddaluru, Sudheer, Goldman, Aaron L., Gottesman, Rebecca F., Greven, Corina U., Grimm, Oliver, Griswold, Michael E., Guadalupe, Tulio, Hass, Johanna, Haukvik, Unn K., Hilal, Saima, Hofer, Edith, Hoehn, David, Holmes, Avram J., Hoogman, Martine, Janowitz, Deborah, Jia, Tianye, Kasperaviciute, Dalia, Kim, Sungeun, Klein, Marieke, Kraemer, Bernd, Lee, Phil H., Liao, Jiemin, Liewald, David C. M., Lopez, Lorna M., Luciano, Michelle, Macare, Christine, Marquand, Andre, Matarin, Mar, Mather, Karen A., Mattheisen, Manuel, Mazoyer, Bernard, Mckay, David R., McWhirter, Rebekah, Milaneschi, Yuri, Mirza-Schreiber, Nazanin, Muetzel, Ryan L., Maniega, Susana Munoz, Nho, Kwangsik, Nugent, Allison C., Loohuis, Loes M. Olde, Oosterlaan, Jaap, Papmeyer, Martina, Pappa, Irene, Pirpamer, Lukas, Pudas, Sara, Puetz, Benno, Rajan, Kumar B., Ramasamy, Adaikalavan, Richards, Jennifer S., Risacher, Shannon L., Roiz-Santianez, Roberto, Rommelse, Nanda, Rose, Emma J., Royle, Natalie A., Rundek, Tatjana, Saemann, Philipp G., Satizabal, Claudia L., Schmaal, Lianne, Schork, Andrew J., Shen, Li, Shin, Jean, Shumskaya, Elena, Smith, Albert V., Sprooten, Emma, Strike, Lachlan T., Teumer, Alexander, Thomson, Russell, Tordesillas-Gutierrez, Diana, Toro, Roberto, Trabzuni, Daniah, Vaidya, Dhananjay, Van der Grond, Jeroen, van der Meer, Dennis, Van Donkelaar, Marjolein M. J., Van Eijk, Kristel R., Van Erp, Theo G. M., Van Rooij, Daan, Walton, Esther, Westlye, Lars T., Whelan, Christopher D., Windham, Beverly G., Winkler, Anderson M., Woldehawariat, Girma, Wolf, Christiane, Wolfers, Thomas, Xu, Bing, Yanek, Lisa R., Yang, Jingyun, Zijdenbos, Alex, Zwiers, Marcel P., Agartz, Ingrid, Aggarwal, Neelum T., Almasy, Laura, Ames, David, Amouyel, Philippe, Andreassen, Ole A., Arepalli, Sampath, Assareh, Amelia A., Barral, Sandra, Bastin, Mark E., Becker, Diane M., Becker, James T., Bennett, David A., Blangero, John, van Bokhoven, Hans, Boomsma, Dorret I., Brodaty, Henry, Brouwer, Rachel M., Brunner, Han G., Buckner, Randy L., Buitelaar, Jan K., Bulayeva, Kazima B., Cahn, Wiepke, Calhoun, Vince D., Cannon, Dara M., Cavalleri, Gianpiero L., Chen, Christopher, Cheng, Ching -Yu, Cichon, Sven, Cookson, Mark R., Corvin, Aiden, Crespo-Facorro, Benedicto, Curran, Joanne E., Czisch, Michael, Dale, Anders M., Davies, Gareth E., De Geus, Eco J. C., De Jager, Philip L., de Zubicaray, Greig I., Delanty, Norman, Depondt, Chantal, DeStefano, Anita L., Dillman, Allissa, Djurovic, Srdjan, Donohoe, Gary, Drevets, Wayne C., Duggirala, Ravi, Dyer, Thomas D., Erk, Susanne, Espeseth, Thomas, Evans, Denis A., Fedko, Iryna, Fernandez, Guillen, Ferrucci, Luigi, Fisher, Simon E., Fleischman, Debra A., Ford, Ian, Foroud, Tatiana M., Fox, Peter T., Francks, Clyde, Fukunaga, Masaki, Gibbs, J. Raphael, Glahn, David C., Gollub, Randy L., Goring, Harald H. H., Grabe, Hans J., Green, Robert C., Gruber, Oliver, Gudnason, Vilmundur, Guelfi, Sebastian, Hansell, Narelle K., Hardy, John, Hartman, Catharina A., Hashimoto, Ryota, Hegenscheid, Katrin, Heinz, Andreas, Le Hellard, Stephanie, Hernandez, Dena G., Heslenfeld, Dirk J., Ho, Beng-Choon, Hoekstra, Pieter J., Hoffmann, Wolfgang, Hofman, Albert, Holsboer, Florian, Homuth, Georg, Hosten, Norbert, Hottenga, Jouke-Jan, Pol, Hilleke E. Hulshoff, Ikeda, Masashi, Ikram, M. Kamran, Jack, Clifford R., Jr., Jenldnson, Mark, Johnson, Robert, Jonsson, Erik G., Jukema, J. Wouter, Kahn, Rene S., Kanai, Ryota, Kloszewska, Iwona, Knopman, David S., Kochunov, Peter, Kwok, John B., Lawrie, Stephen M., Lemaitre, Herve, Liu, Xinmin, Longo, Dan L., Longstreth, W. T., Jr., Lopez, Oscar L., Lovestone, Simon, Martinez, Oliver, Martinot, Jean-Luc, Mattay, Venkata S., McDonald, Colm, McIntosh, Andrew M., McMahon, Katie L., McMahon, Francis J., Mecocci, Patrizia, Melle, Ingrid, Meyer-Lindenberg, Andreas, Mohnke, Sebastian, Montgomery, Grant W., Morris, Derek W., Mosley, Thomas H., Muhleisen, Thomas W., Mueller-Myhsok, Bertram, Nalls, Michael A., Nauck, Matthias, Nichols, Thomas E., Niessen, Wiro J., Noethen, Markus M., Nyberg, Lars, Ohi, Kazutaka, Olvera, Rene L., Ophoff, Roel A., Pandolfo, Massimo, Paus, Tomas, Pausova, Zdenka, Penninx, Brenda W. J. H., Pike, G. Bruce, Potkin, Steven G., Psaty, Bruce M., Reppermund, Simone, Rietschel, Marcella, Roffman, Joshua L., Romanczuk-Seiferth, Nina, Rotter, Jerome I., Ryten, Mina, Sacco, Ralph L., Sachdev, Perminder S., Saykin, Andrew J., Schmidt, Reinhold, Schofield, Peter R., Sigurdsson, Sigurdur, Simmons, Andy, Singleton, Andrew, Sisodiya, Sanjay M., Smith, Colin, Smoller, Jordan W., Soininen, Hindu., Srikanth, Velandai, Steen, Vidar M., Stott, David J., Sussmann, Jessika E., Thalamuthu, Anbupalam, Tiemeier, Henning, Toga, Arthur W., Traynor, Bryan J., Troncoso, Juan, Turner, Jessica A., Tzourio, Christophe, Uitterlinden, Andre G., Hernandez, Maria C. Valdes, Van der Brug, Marcel, Van der Lugt, Aad, Van der Wee, Nic J. A., Van Duijn, Cornelia M., Van Haren, Neeltje E. M., Van't Ent, Dennis, Van Tol, Marie Jose, Vardarajan, Badri N., Veltman, Dick J., Vernooij, Meike W., Voelzke, Henry, Walter, Henrik, Wardlaw, Joanna M., Wassink, Thomas H., Weale, Michael E., Weinberger, Daniel R., Weiner, Michael W., Wen, Wei, Westman, Eric, White, Tonya, Wong, Tien Y., Wright, Clinton B., Zielke, H. Ronald, Zonderman, Alan B., Deary, Ian J., DeCarli, Charles, Schmidt, Helena, Martin, Nicholas G., De Craen, Anton J. M., Wright, Margaret J., Launer, Lenore J., Schumann, Gunter, Fornage, Myriam, Franke, Barbara, Debette, Stephanie, Medland, Sarah E., Ikram, M. Arfan, and Thompson, Paul M.

Abstract

Intracranial volume reflects the maximally attained brain size during development, and remains stable with loss of tissue in late life. It is highly heritable, but the underlying genes remain largely undetermined. In a genome-wide association study of 32,438 adults, we discovered five previously unknown loci for intracranial volume and confirmed two known signals. Four of the loci were also associated with adult human stature, but these remained associated with intracranial volume after adjusting for height. We found a high genetic correlation with child head circumference (rho(genetic) = 0.748), which indicates a similar genetic background and allowed us to identify four additional loci through meta-analysis (N-combined = 37,345). Variants for intracranial volume were also related to childhood and adult cognitive function, and Parkinson's disease, and were enriched near genes involved in growth pathways, including PI3K-AKT signaling. These findings identify the biological underpinnings of intracranial volume and their link to physiological and pathological traits.

Published
2016
Full Text
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27. Novel genetic loci underlying human intracranial volume identified through genome-wide association

Author

Adams, Hieab H H, Hibar, Derrek P, Chouraki, Vincent, Stein, Jason L, Nyquist, Paul A, Rentería, Miguel E, Trompet, Stella, Arias-Vasquez, Alejandro, Seshadri, Sudha, Desrivières, Sylvane, Beecham, Ashley H, Jahanshad, Neda, Wittfeld, Katharina, Van der Lee, Sven J, Abramovic, Lucija, Alhusaini, Saud, Amin, Najaf, Andersson, Micael, Arfanakis, Konstantinos, Aribisala, Benjamin S, Armstrong, Nicola J, Athanasiu, Lavinia, Axelsson, Tomas, Beiser, Alexa, Bernard, Manon, Bis, Joshua C, Blanken, Laura M E, Blanton, Susan H, Bohlken, Marc M, Boks, Marco P, Bralten, Janita, Brickman, Adam M, Carmichael, Owen, Chakravarty, M Mallar, Chauhan, Ganesh, Chen, Qiang, Ching, Christopher R K, Cuellar-Partida, Gabriel, Braber, Anouk Den, Doan, Nhat Trung, Ehrlich, Stefan, Filippi, Irina, Ge, Tian, Giddaluru, Sudheer, Goldman, Aaron L, Gottesman, Rebecca F, Greven, Corina U, Grimm, Oliver, Griswold, Michael E, Guadalupe, Tulio, Hass, Johanna, Haukvik, Unn K, Hilal, Saima, Hofer, Edith, Hoehn, David, Holmes, Avram J, Hoogman, Martine, Janowitz, Deborah, Jia, Tianye, Kasperaviciute, Dalia, Kim, Sungeun, Klein, Marieke, Kraemer, Bernd, Lee, Phil H, Liao, Jiemin, Liewald, David C M, Lopez, Lorna M, Luciano, Michelle, Macare, Christine, Marquand, Andre, Matarin, Mar, Mather, Karen A, Mattheisen, Manuel, Mazoyer, Bernard, McKay, David R, McWhirter, Rebekah, Milaneschi, Yuri, Mirza-Schreiber, Nazanin, Muetzel, Ryan L, Maniega, Susana Muñoz, Nho, Kwangsik, Nugent, Allison C, Loohuis, Loes M Olde, Oosterlaan, Jaap, Papmeyer, Martina, Pappa, Irene, Pirpamer, Lukas, Pudas, Sara, Pütz, Benno, Rajan, Kumar B, Ramasamy, Adaikalavan, Richards, Jennifer S, Risacher, Shannon L, Roiz-Santiañez, Roberto, Rommelse, Nanda, Rose, Emma J, Royle, Natalie A, Rundek, Tatjana, Sämann, Philipp G, Satizabal, Claudia L, Schmaal, Lianne, Schork, Andrew J, Shen, Li, Shin, Jean, Shumskaya, Elena, Smith, Albert V, Sprooten, Emma, Strike, Lachlan T, Teumer, Alexander, Thomson, Russell, Tordesillas-Gutierrez, Diana, Toro, Roberto, Trabzuni, Daniah, Vaidya, Dhananjay, Van der Grond, Jeroen, Van der Meer, Dennis, Van Donkelaar, Marjolein M J, Van Eijk, Kristel R, Van Erp, Theo G M, Van Rooij, Daan, Walton, Esther, Westlye, Lars T, Whelan, Christopher D, Windham, Beverly G, Winkler, Anderson M, Woldehawariat, Girma, Wolf, Christiane, Wolfers, Thomas, Xu, Bing, Yanek, Lisa R, Yang, Jingyun, Zijdenbos, Alex, Zwiers, Marcel P, Agartz, Ingrid, Aggarwal, Neelum T, Almasy, Laura, Ames, David, Amouyel, Philippe, Andreassen, Ole A, Arepalli, Sampath, Assareh, Amelia A, Barral, Sandra, Bastin, Mark E, Becker, Diane M, Becker, James T, Bennett, David A, Blangero, John, van Bokhoven, Hans, Boomsma, Dorret I, Brodaty, Henry, Brouwer, Rachel M, Brunner, Han G, Buckner, Randy L, Buitelaar, Jan K, Bulayeva, Kazima B, Cahn, Wiepke, Calhoun, Vince D, Cannon, Dara M, Cavalleri, Gianpiero L, Chen, Christopher, Cheng, Ching-Yu, Cichon, Sven, Cookson, Mark R, Corvin, Aiden, Crespo-Facorro, Benedicto, Curran, Joanne E, Czisch, Michael, Dale, Anders M, Davies, Gareth E, De Geus, Eco J C, De Jager, Philip L, de Zubicaray, Greig I, Delanty, Norman, Depondt, Chantal, DeStefano, Anita L, Dillman, Allissa, Djurovic, Srdjan, Donohoe, Gary, Drevets, Wayne C, Duggirala, Ravi, Dyer, Thomas D, Erk, Susanne, Espeseth, Thomas, Evans, Denis A, Fedko, Iryna O, Fernández, Guillén, Ferrucci, Luigi, Fisher, Simon E, Fleischman, Debra A, Ford, Ian, Foroud, Tatiana M, Fox, Peter T, Francks, Clyde, Fukunaga, Masaki, Gibbs, J Raphael, Glahn, David C, Gollub, Randy L, Göring, Harald H H, Grabe, Hans J, Green, Robert C, Gruber, Oliver, Gudnason, Vilmundur, Guelfi, Sebastian, Hansell, Narelle K, Hardy, John, Hartman, Catharina A, Hashimoto, Ryota, Hegenscheid, Katrin, Heinz, Andreas, Le Hellard, Stephanie, Hernandez, Dena G, Heslenfeld, Dirk J, Ho, Beng-Choon, Hoekstra, Pieter J, Hoffmann, Wolfgang, Hofman, Albert, Holsboer, Florian, Homuth, Georg, Hosten, Norbert, Hottenga, Jouke-Jan, Pol, Hilleke E Hulshoff, Ikeda, Masashi, Ikram, M Kamran, Jack, Clifford R, Jenkinson, Mark, Johnson, Robert, Jönsson, Erik G, Jukema, J Wouter, Kahn, René S, Kanai, Ryota, Kloszewska, Iwona, Knopman, David S, Kochunov, Peter, Kwok, John B, Lawrie, Stephen M, Lemaître, Hervé, Liu, Xinmin, Longo, Dan L, Longstreth, W T, Lopez, Oscar L, Lovestone, Simon, Martinez, Oliver, Martinot, Jean-Luc, Mattay, Venkata S, McDonald, Colm, McIntosh, Andrew M, McMahon, Katie L, McMahon, Francis J, Mecocci, Patrizia, Melle, Ingrid, Meyer-Lindenberg, Andreas, Mohnke, Sebastian, Montgomery, Grant W, Morris, Derek W, Mosley, Thomas H, Mühleisen, Thomas W, Müller-Myhsok, Bertram, Nalls, Michael A, Nauck, Matthias, Nichols, Thomas E, Niessen, Wiro J, Nöthen, Markus M, Nyberg, Lars, Ohi, Kazutaka, Olvera, Rene L, Ophoff, Roel A, Pandolfo, Massimo, Paus, Tomas, Pausova, Zdenka, Penninx, Brenda W J H, Pike, G Bruce, Potkin, Steven G, Psaty, Bruce M, Reppermund, Simone, Rietschel, Marcella, Roffman, Joshua L, Romanczuk-Seiferth, Nina, Rotter, Jerome I, Ryten, Mina, Sacco, Ralph L, Sachdev, Perminder S, Saykin, Andrew J, Schmidt, Reinhold, Schofield, Peter R, Sigurdsson, Sigurdur, Simmons, Andy, Singleton, Andrew, Sisodiya, Sanjay M, Smith, Colin, Smoller, Jordan W, Soininen, Hilkka, Srikanth, Velandai, Steen, Vidar M, Stott, David J, Sussmann, Jessika E, Thalamuthu, Anbupalam, Tiemeier, Henning, Toga, Arthur W, Traynor, Bryan J, Troncoso, Juan, Turner, Jessica A, Tzourio, Christophe, Uitterlinden, Andre G, Hernández, Maria C Valdés, Van der Brug, Marcel, Van der Lugt, Aad, Van der Wee, Nic J A, Van Duijn, Cornelia M, Van Haren, Neeltje E M, Van T Ent, Dennis, Van Tol, Marie-Jose, Vardarajan, Badri N, Veltman, Dick J, Vernooij, Meike W, Völzke, Henry, Walter, Henrik, Wardlaw, Joanna M, Wassink, Thomas H, Weale, Michael E, Weinberger, Daniel R, Weiner, Michael W, Wen, Wei, Westman, Eric, White, Tonya, Wong, Tien Y, Wright, Clinton B, Zielke, H Ronald, Zonderman, Alan B, Deary, Ian J, DeCarli, Charles, Schmidt, Helena, Martin, Nicholas G, De Craen, Anton J M, Wright, Margaret J, Launer, Lenore J, Schumann, Gunter, Fornage, Myriam, Franke, Barbara, Debette, Stéphanie, Medland, Sarah E, Ikram, M Arfan, Thompson, Paul M, Adams, Hieab H H, Hibar, Derrek P, Chouraki, Vincent, Stein, Jason L, Nyquist, Paul A, Rentería, Miguel E, Trompet, Stella, Arias-Vasquez, Alejandro, Seshadri, Sudha, Desrivières, Sylvane, Beecham, Ashley H, Jahanshad, Neda, Wittfeld, Katharina, Van der Lee, Sven J, Abramovic, Lucija, Alhusaini, Saud, Amin, Najaf, Andersson, Micael, Arfanakis, Konstantinos, Aribisala, Benjamin S, Armstrong, Nicola J, Athanasiu, Lavinia, Axelsson, Tomas, Beiser, Alexa, Bernard, Manon, Bis, Joshua C, Blanken, Laura M E, Blanton, Susan H, Bohlken, Marc M, Boks, Marco P, Bralten, Janita, Brickman, Adam M, Carmichael, Owen, Chakravarty, M Mallar, Chauhan, Ganesh, Chen, Qiang, Ching, Christopher R K, Cuellar-Partida, Gabriel, Braber, Anouk Den, Doan, Nhat Trung, Ehrlich, Stefan, Filippi, Irina, Ge, Tian, Giddaluru, Sudheer, Goldman, Aaron L, Gottesman, Rebecca F, Greven, Corina U, Grimm, Oliver, Griswold, Michael E, Guadalupe, Tulio, Hass, Johanna, Haukvik, Unn K, Hilal, Saima, Hofer, Edith, Hoehn, David, Holmes, Avram J, Hoogman, Martine, Janowitz, Deborah, Jia, Tianye, Kasperaviciute, Dalia, Kim, Sungeun, Klein, Marieke, Kraemer, Bernd, Lee, Phil H, Liao, Jiemin, Liewald, David C M, Lopez, Lorna M, Luciano, Michelle, Macare, Christine, Marquand, Andre, Matarin, Mar, Mather, Karen A, Mattheisen, Manuel, Mazoyer, Bernard, McKay, David R, McWhirter, Rebekah, Milaneschi, Yuri, Mirza-Schreiber, Nazanin, Muetzel, Ryan L, Maniega, Susana Muñoz, Nho, Kwangsik, Nugent, Allison C, Loohuis, Loes M Olde, Oosterlaan, Jaap, Papmeyer, Martina, Pappa, Irene, Pirpamer, Lukas, Pudas, Sara, Pütz, Benno, Rajan, Kumar B, Ramasamy, Adaikalavan, Richards, Jennifer S, Risacher, Shannon L, Roiz-Santiañez, Roberto, Rommelse, Nanda, Rose, Emma J, Royle, Natalie A, Rundek, Tatjana, Sämann, Philipp G, Satizabal, Claudia L, Schmaal, Lianne, Schork, Andrew J, Shen, Li, Shin, Jean, Shumskaya, Elena, Smith, Albert V, Sprooten, Emma, Strike, Lachlan T, Teumer, Alexander, Thomson, Russell, Tordesillas-Gutierrez, Diana, Toro, Roberto, Trabzuni, Daniah, Vaidya, Dhananjay, Van der Grond, Jeroen, Van der Meer, Dennis, Van Donkelaar, Marjolein M J, Van Eijk, Kristel R, Van Erp, Theo G M, Van Rooij, Daan, Walton, Esther, Westlye, Lars T, Whelan, Christopher D, Windham, Beverly G, Winkler, Anderson M, Woldehawariat, Girma, Wolf, Christiane, Wolfers, Thomas, Xu, Bing, Yanek, Lisa R, Yang, Jingyun, Zijdenbos, Alex, Zwiers, Marcel P, Agartz, Ingrid, Aggarwal, Neelum T, Almasy, Laura, Ames, David, Amouyel, Philippe, Andreassen, Ole A, Arepalli, Sampath, Assareh, Amelia A, Barral, Sandra, Bastin, Mark E, Becker, Diane M, Becker, James T, Bennett, David A, Blangero, John, van Bokhoven, Hans, Boomsma, Dorret I, Brodaty, Henry, Brouwer, Rachel M, Brunner, Han G, Buckner, Randy L, Buitelaar, Jan K, Bulayeva, Kazima B, Cahn, Wiepke, Calhoun, Vince D, Cannon, Dara M, Cavalleri, Gianpiero L, Chen, Christopher, Cheng, Ching-Yu, Cichon, Sven, Cookson, Mark R, Corvin, Aiden, Crespo-Facorro, Benedicto, Curran, Joanne E, Czisch, Michael, Dale, Anders M, Davies, Gareth E, De Geus, Eco J C, De Jager, Philip L, de Zubicaray, Greig I, Delanty, Norman, Depondt, Chantal, DeStefano, Anita L, Dillman, Allissa, Djurovic, Srdjan, Donohoe, Gary, Drevets, Wayne C, Duggirala, Ravi, Dyer, Thomas D, Erk, Susanne, Espeseth, Thomas, Evans, Denis A, Fedko, Iryna O, Fernández, Guillén, Ferrucci, Luigi, Fisher, Simon E, Fleischman, Debra A, Ford, Ian, Foroud, Tatiana M, Fox, Peter T, Francks, Clyde, Fukunaga, Masaki, Gibbs, J Raphael, Glahn, David C, Gollub, Randy L, Göring, Harald H H, Grabe, Hans J, Green, Robert C, Gruber, Oliver, Gudnason, Vilmundur, Guelfi, Sebastian, Hansell, Narelle K, Hardy, John, Hartman, Catharina A, Hashimoto, Ryota, Hegenscheid, Katrin, Heinz, Andreas, Le Hellard, Stephanie, Hernandez, Dena G, Heslenfeld, Dirk J, Ho, Beng-Choon, Hoekstra, Pieter J, Hoffmann, Wolfgang, Hofman, Albert, Holsboer, Florian, Homuth, Georg, Hosten, Norbert, Hottenga, Jouke-Jan, Pol, Hilleke E Hulshoff, Ikeda, Masashi, Ikram, M Kamran, Jack, Clifford R, Jenkinson, Mark, Johnson, Robert, Jönsson, Erik G, Jukema, J Wouter, Kahn, René S, Kanai, Ryota, Kloszewska, Iwona, Knopman, David S, Kochunov, Peter, Kwok, John B, Lawrie, Stephen M, Lemaître, Hervé, Liu, Xinmin, Longo, Dan L, Longstreth, W T, Lopez, Oscar L, Lovestone, Simon, Martinez, Oliver, Martinot, Jean-Luc, Mattay, Venkata S, McDonald, Colm, McIntosh, Andrew M, McMahon, Katie L, McMahon, Francis J, Mecocci, Patrizia, Melle, Ingrid, Meyer-Lindenberg, Andreas, Mohnke, Sebastian, Montgomery, Grant W, Morris, Derek W, Mosley, Thomas H, Mühleisen, Thomas W, Müller-Myhsok, Bertram, Nalls, Michael A, Nauck, Matthias, Nichols, Thomas E, Niessen, Wiro J, Nöthen, Markus M, Nyberg, Lars, Ohi, Kazutaka, Olvera, Rene L, Ophoff, Roel A, Pandolfo, Massimo, Paus, Tomas, Pausova, Zdenka, Penninx, Brenda W J H, Pike, G Bruce, Potkin, Steven G, Psaty, Bruce M, Reppermund, Simone, Rietschel, Marcella, Roffman, Joshua L, Romanczuk-Seiferth, Nina, Rotter, Jerome I, Ryten, Mina, Sacco, Ralph L, Sachdev, Perminder S, Saykin, Andrew J, Schmidt, Reinhold, Schofield, Peter R, Sigurdsson, Sigurdur, Simmons, Andy, Singleton, Andrew, Sisodiya, Sanjay M, Smith, Colin, Smoller, Jordan W, Soininen, Hilkka, Srikanth, Velandai, Steen, Vidar M, Stott, David J, Sussmann, Jessika E, Thalamuthu, Anbupalam, Tiemeier, Henning, Toga, Arthur W, Traynor, Bryan J, Troncoso, Juan, Turner, Jessica A, Tzourio, Christophe, Uitterlinden, Andre G, Hernández, Maria C Valdés, Van der Brug, Marcel, Van der Lugt, Aad, Van der Wee, Nic J A, Van Duijn, Cornelia M, Van Haren, Neeltje E M, Van T Ent, Dennis, Van Tol, Marie-Jose, Vardarajan, Badri N, Veltman, Dick J, Vernooij, Meike W, Völzke, Henry, Walter, Henrik, Wardlaw, Joanna M, Wassink, Thomas H, Weale, Michael E, Weinberger, Daniel R, Weiner, Michael W, Wen, Wei, Westman, Eric, White, Tonya, Wong, Tien Y, Wright, Clinton B, Zielke, H Ronald, Zonderman, Alan B, Deary, Ian J, DeCarli, Charles, Schmidt, Helena, Martin, Nicholas G, De Craen, Anton J M, Wright, Margaret J, Launer, Lenore J, Schumann, Gunter, Fornage, Myriam, Franke, Barbara, Debette, Stéphanie, Medland, Sarah E, Ikram, M Arfan, and Thompson, Paul M

Published
2016

28. Novel genetic loci underlying human intracranial volume identified through genome-wide association

Author

Onderzoeksgroep 4, Brain, Risico & Preventie Ond., Onderzoeksgroep 2, Neurogenetica, Onderzoeksgroep 1, Affectieve & Psychotische Med., ZL Cerebrovasculaire Ziekten Medisch, Onderzoek, Adams, Hieab H H, Hibar, Derrek P, Chouraki, Vincent, Stein, Jason L, Nyquist, Paul A, Rentería, Miguel E, Trompet, Stella, Arias-Vasquez, Alejandro, Seshadri, Sudha, Desrivières, Sylvane, Beecham, Ashley H, Jahanshad, Neda, Wittfeld, Katharina, Van der Lee, Sven J, Abramovic, Lucija, Alhusaini, Saud, Amin, Najaf, Andersson, Micael, Arfanakis, Konstantinos, Aribisala, Benjamin S, Armstrong, Nicola J, Athanasiu, Lavinia, Axelsson, Tomas, Beiser, Alexa, Bernard, Manon, Bis, Joshua C, Blanken, Laura M E, Blanton, Susan H, Bohlken, Marc M, Boks, Marco P, Bralten, Janita, Brickman, Adam M, Carmichael, Owen, Chakravarty, M Mallar, Chauhan, Ganesh, Chen, Qiang, Ching, Christopher R K, Cuellar-Partida, Gabriel, Braber, Anouk Den, Doan, Nhat Trung, Ehrlich, Stefan, Filippi, Irina, Ge, Tian, Giddaluru, Sudheer, Goldman, Aaron L, Gottesman, Rebecca F, Greven, Corina U, Grimm, Oliver, Griswold, Michael E, Guadalupe, Tulio, Hass, Johanna, Haukvik, Unn K, Hilal, Saima, Hofer, Edith, Hoehn, David, Holmes, Avram J, Hoogman, Martine, Janowitz, Deborah, Jia, Tianye, Kasperaviciute, Dalia, Kim, Sungeun, Klein, Marieke, Kraemer, Bernd, Lee, Phil H, Liao, Jiemin, Liewald, David C M, Lopez, Lorna M, Luciano, Michelle, Macare, Christine, Marquand, Andre, Matarin, Mar, Mather, Karen A, Mattheisen, Manuel, Mazoyer, Bernard, McKay, David R, McWhirter, Rebekah, Milaneschi, Yuri, Mirza-Schreiber, Nazanin, Muetzel, Ryan L, Maniega, Susana Muñoz, Nho, Kwangsik, Nugent, Allison C, Loohuis, Loes M Olde, Oosterlaan, Jaap, Papmeyer, Martina, Pappa, Irene, Pirpamer, Lukas, Pudas, Sara, Pütz, Benno, Rajan, Kumar B, Ramasamy, Adaikalavan, Richards, Jennifer S, Risacher, Shannon L, Roiz-Santiañez, Roberto, Rommelse, Nanda, Rose, Emma J, Royle, Natalie A, Rundek, Tatjana, Sämann, Philipp G, Satizabal, Claudia L, Schmaal, Lianne, Schork, Andrew J, Shen, Li, Shin, Jean, Shumskaya, Elena, Smith, Albert V, Sprooten, Emma, Strike, Lachlan T, Teumer, Alexander, Thomson, Russell, Tordesillas-Gutierrez, Diana, Toro, Roberto, Trabzuni, Daniah, Vaidya, Dhananjay, Van der Grond, Jeroen, Van der Meer, Dennis, Van Donkelaar, Marjolein M J, Van Eijk, Kristel R, Van Erp, Theo G M, Van Rooij, Daan, Walton, Esther, Westlye, Lars T, Whelan, Christopher D, Windham, Beverly G, Winkler, Anderson M, Woldehawariat, Girma, Wolf, Christiane, Wolfers, Thomas, Xu, Bing, Yanek, Lisa R, Yang, Jingyun, Zijdenbos, Alex, Zwiers, Marcel P, Agartz, Ingrid, Aggarwal, Neelum T, Almasy, Laura, Ames, David, Amouyel, Philippe, Andreassen, Ole A, Arepalli, Sampath, Assareh, Amelia A, Barral, Sandra, Bastin, Mark E, Becker, Diane M, Becker, James T, Bennett, David A, Blangero, John, van Bokhoven, Hans, Boomsma, Dorret I, Brodaty, Henry, Brouwer, Rachel M, Brunner, Han G, Buckner, Randy L, Buitelaar, Jan K, Bulayeva, Kazima B, Cahn, Wiepke, Calhoun, Vince D, Cannon, Dara M, Cavalleri, Gianpiero L, Chen, Christopher, Cheng, Ching-Yu, Cichon, Sven, Cookson, Mark R, Corvin, Aiden, Crespo-Facorro, Benedicto, Curran, Joanne E, Czisch, Michael, Dale, Anders M, Davies, Gareth E, De Geus, Eco J C, De Jager, Philip L, de Zubicaray, Greig I, Delanty, Norman, Depondt, Chantal, DeStefano, Anita L, Dillman, Allissa, Djurovic, Srdjan, Donohoe, Gary, Drevets, Wayne C, Duggirala, Ravi, Dyer, Thomas D, Erk, Susanne, Espeseth, Thomas, Evans, Denis A, Fedko, Iryna O, Fernández, Guillén, Ferrucci, Luigi, Fisher, Simon E, Fleischman, Debra A, Ford, Ian, Foroud, Tatiana M, Fox, Peter T, Francks, Clyde, Fukunaga, Masaki, Gibbs, J Raphael, Glahn, David C, Gollub, Randy L, Göring, Harald H H, Grabe, Hans J, Green, Robert C, Gruber, Oliver, Gudnason, Vilmundur, Guelfi, Sebastian, Hansell, Narelle K, Hardy, John, Hartman, Catharina A, Hashimoto, Ryota, Hegenscheid, Katrin, Heinz, Andreas, Le Hellard, Stephanie, Hernandez, Dena G, Heslenfeld, Dirk J, Ho, Beng-Choon, Hoekstra, Pieter J, Hoffmann, Wolfgang, Hofman, Albert, Holsboer, Florian, Homuth, Georg, Hosten, Norbert, Hottenga, Jouke-Jan, Pol, Hilleke E Hulshoff, Ikeda, Masashi, Ikram, M Kamran, Jack, Clifford R, Jenkinson, Mark, Johnson, Robert, Jönsson, Erik G, Jukema, J Wouter, Kahn, René S, Kanai, Ryota, Kloszewska, Iwona, Knopman, David S, Kochunov, Peter, Kwok, John B, Lawrie, Stephen M, Lemaître, Hervé, Liu, Xinmin, Longo, Dan L, Longstreth, W T, Lopez, Oscar L, Lovestone, Simon, Martinez, Oliver, Martinot, Jean-Luc, Mattay, Venkata S, McDonald, Colm, McIntosh, Andrew M, McMahon, Katie L, McMahon, Francis J, Mecocci, Patrizia, Melle, Ingrid, Meyer-Lindenberg, Andreas, Mohnke, Sebastian, Montgomery, Grant W, Morris, Derek W, Mosley, Thomas H, Mühleisen, Thomas W, Müller-Myhsok, Bertram, Nalls, Michael A, Nauck, Matthias, Nichols, Thomas E, Niessen, Wiro J, Nöthen, Markus M, Nyberg, Lars, Ohi, Kazutaka, Olvera, Rene L, Ophoff, Roel A, Pandolfo, Massimo, Paus, Tomas, Pausova, Zdenka, Penninx, Brenda W J H, Pike, G Bruce, Potkin, Steven G, Psaty, Bruce M, Reppermund, Simone, Rietschel, Marcella, Roffman, Joshua L, Romanczuk-Seiferth, Nina, Rotter, Jerome I, Ryten, Mina, Sacco, Ralph L, Sachdev, Perminder S, Saykin, Andrew J, Schmidt, Reinhold, Schofield, Peter R, Sigurdsson, Sigurdur, Simmons, Andy, Singleton, Andrew, Sisodiya, Sanjay M, Smith, Colin, Smoller, Jordan W, Soininen, Hilkka, Srikanth, Velandai, Steen, Vidar M, Stott, David J, Sussmann, Jessika E, Thalamuthu, Anbupalam, Tiemeier, Henning, Toga, Arthur W, Traynor, Bryan J, Troncoso, Juan, Turner, Jessica A, Tzourio, Christophe, Uitterlinden, Andre G, Hernández, Maria C Valdés, Van der Brug, Marcel, Van der Lugt, Aad, Van der Wee, Nic J A, Van Duijn, Cornelia M, Van Haren, Neeltje E M, Van T Ent, Dennis, Van Tol, Marie-Jose, Vardarajan, Badri N, Veltman, Dick J, Vernooij, Meike W, Völzke, Henry, Walter, Henrik, Wardlaw, Joanna M, Wassink, Thomas H, Weale, Michael E, Weinberger, Daniel R, Weiner, Michael W, Wen, Wei, Westman, Eric, White, Tonya, Wong, Tien Y, Wright, Clinton B, Zielke, H Ronald, Zonderman, Alan B, Deary, Ian J, DeCarli, Charles, Schmidt, Helena, Martin, Nicholas G, De Craen, Anton J M, Wright, Margaret J, Launer, Lenore J, Schumann, Gunter, Fornage, Myriam, Franke, Barbara, Debette, Stéphanie, Medland, Sarah E, Ikram, M Arfan, Thompson, Paul M, Onderzoeksgroep 4, Brain, Risico & Preventie Ond., Onderzoeksgroep 2, Neurogenetica, Onderzoeksgroep 1, Affectieve & Psychotische Med., ZL Cerebrovasculaire Ziekten Medisch, Onderzoek, Adams, Hieab H H, Hibar, Derrek P, Chouraki, Vincent, Stein, Jason L, Nyquist, Paul A, Rentería, Miguel E, Trompet, Stella, Arias-Vasquez, Alejandro, Seshadri, Sudha, Desrivières, Sylvane, Beecham, Ashley H, Jahanshad, Neda, Wittfeld, Katharina, Van der Lee, Sven J, Abramovic, Lucija, Alhusaini, Saud, Amin, Najaf, Andersson, Micael, Arfanakis, Konstantinos, Aribisala, Benjamin S, Armstrong, Nicola J, Athanasiu, Lavinia, Axelsson, Tomas, Beiser, Alexa, Bernard, Manon, Bis, Joshua C, Blanken, Laura M E, Blanton, Susan H, Bohlken, Marc M, Boks, Marco P, Bralten, Janita, Brickman, Adam M, Carmichael, Owen, Chakravarty, M Mallar, Chauhan, Ganesh, Chen, Qiang, Ching, Christopher R K, Cuellar-Partida, Gabriel, Braber, Anouk Den, Doan, Nhat Trung, Ehrlich, Stefan, Filippi, Irina, Ge, Tian, Giddaluru, Sudheer, Goldman, Aaron L, Gottesman, Rebecca F, Greven, Corina U, Grimm, Oliver, Griswold, Michael E, Guadalupe, Tulio, Hass, Johanna, Haukvik, Unn K, Hilal, Saima, Hofer, Edith, Hoehn, David, Holmes, Avram J, Hoogman, Martine, Janowitz, Deborah, Jia, Tianye, Kasperaviciute, Dalia, Kim, Sungeun, Klein, Marieke, Kraemer, Bernd, Lee, Phil H, Liao, Jiemin, Liewald, David C M, Lopez, Lorna M, Luciano, Michelle, Macare, Christine, Marquand, Andre, Matarin, Mar, Mather, Karen A, Mattheisen, Manuel, Mazoyer, Bernard, McKay, David R, McWhirter, Rebekah, Milaneschi, Yuri, Mirza-Schreiber, Nazanin, Muetzel, Ryan L, Maniega, Susana Muñoz, Nho, Kwangsik, Nugent, Allison C, Loohuis, Loes M Olde, Oosterlaan, Jaap, Papmeyer, Martina, Pappa, Irene, Pirpamer, Lukas, Pudas, Sara, Pütz, Benno, Rajan, Kumar B, Ramasamy, Adaikalavan, Richards, Jennifer S, Risacher, Shannon L, Roiz-Santiañez, Roberto, Rommelse, Nanda, Rose, Emma J, Royle, Natalie A, Rundek, Tatjana, Sämann, Philipp G, Satizabal, Claudia L, Schmaal, Lianne, Schork, Andrew J, Shen, Li, Shin, Jean, Shumskaya, Elena, Smith, Albert V, Sprooten, Emma, Strike, Lachlan T, Teumer, Alexander, Thomson, Russell, Tordesillas-Gutierrez, Diana, Toro, Roberto, Trabzuni, Daniah, Vaidya, Dhananjay, Van der Grond, Jeroen, Van der Meer, Dennis, Van Donkelaar, Marjolein M J, Van Eijk, Kristel R, Van Erp, Theo G M, Van Rooij, Daan, Walton, Esther, Westlye, Lars T, Whelan, Christopher D, Windham, Beverly G, Winkler, Anderson M, Woldehawariat, Girma, Wolf, Christiane, Wolfers, Thomas, Xu, Bing, Yanek, Lisa R, Yang, Jingyun, Zijdenbos, Alex, Zwiers, Marcel P, Agartz, Ingrid, Aggarwal, Neelum T, Almasy, Laura, Ames, David, Amouyel, Philippe, Andreassen, Ole A, Arepalli, Sampath, Assareh, Amelia A, Barral, Sandra, Bastin, Mark E, Becker, Diane M, Becker, James T, Bennett, David A, Blangero, John, van Bokhoven, Hans, Boomsma, Dorret I, Brodaty, Henry, Brouwer, Rachel M, Brunner, Han G, Buckner, Randy L, Buitelaar, Jan K, Bulayeva, Kazima B, Cahn, Wiepke, Calhoun, Vince D, Cannon, Dara M, Cavalleri, Gianpiero L, Chen, Christopher, Cheng, Ching-Yu, Cichon, Sven, Cookson, Mark R, Corvin, Aiden, Crespo-Facorro, Benedicto, Curran, Joanne E, Czisch, Michael, Dale, Anders M, Davies, Gareth E, De Geus, Eco J C, De Jager, Philip L, de Zubicaray, Greig I, Delanty, Norman, Depondt, Chantal, DeStefano, Anita L, Dillman, Allissa, Djurovic, Srdjan, Donohoe, Gary, Drevets, Wayne C, Duggirala, Ravi, Dyer, Thomas D, Erk, Susanne, Espeseth, Thomas, Evans, Denis A, Fedko, Iryna O, Fernández, Guillén, Ferrucci, Luigi, Fisher, Simon E, Fleischman, Debra A, Ford, Ian, Foroud, Tatiana M, Fox, Peter T, Francks, Clyde, Fukunaga, Masaki, Gibbs, J Raphael, Glahn, David C, Gollub, Randy L, Göring, Harald H H, Grabe, Hans J, Green, Robert C, Gruber, Oliver, Gudnason, Vilmundur, Guelfi, Sebastian, Hansell, Narelle K, Hardy, John, Hartman, Catharina A, Hashimoto, Ryota, Hegenscheid, Katrin, Heinz, Andreas, Le Hellard, Stephanie, Hernandez, Dena G, Heslenfeld, Dirk J, Ho, Beng-Choon, Hoekstra, Pieter J, Hoffmann, Wolfgang, Hofman, Albert, Holsboer, Florian, Homuth, Georg, Hosten, Norbert, Hottenga, Jouke-Jan, Pol, Hilleke E Hulshoff, Ikeda, Masashi, Ikram, M Kamran, Jack, Clifford R, Jenkinson, Mark, Johnson, Robert, Jönsson, Erik G, Jukema, J Wouter, Kahn, René S, Kanai, Ryota, Kloszewska, Iwona, Knopman, David S, Kochunov, Peter, Kwok, John B, Lawrie, Stephen M, Lemaître, Hervé, Liu, Xinmin, Longo, Dan L, Longstreth, W T, Lopez, Oscar L, Lovestone, Simon, Martinez, Oliver, Martinot, Jean-Luc, Mattay, Venkata S, McDonald, Colm, McIntosh, Andrew M, McMahon, Katie L, McMahon, Francis J, Mecocci, Patrizia, Melle, Ingrid, Meyer-Lindenberg, Andreas, Mohnke, Sebastian, Montgomery, Grant W, Morris, Derek W, Mosley, Thomas H, Mühleisen, Thomas W, Müller-Myhsok, Bertram, Nalls, Michael A, Nauck, Matthias, Nichols, Thomas E, Niessen, Wiro J, Nöthen, Markus M, Nyberg, Lars, Ohi, Kazutaka, Olvera, Rene L, Ophoff, Roel A, Pandolfo, Massimo, Paus, Tomas, Pausova, Zdenka, Penninx, Brenda W J H, Pike, G Bruce, Potkin, Steven G, Psaty, Bruce M, Reppermund, Simone, Rietschel, Marcella, Roffman, Joshua L, Romanczuk-Seiferth, Nina, Rotter, Jerome I, Ryten, Mina, Sacco, Ralph L, Sachdev, Perminder S, Saykin, Andrew J, Schmidt, Reinhold, Schofield, Peter R, Sigurdsson, Sigurdur, Simmons, Andy, Singleton, Andrew, Sisodiya, Sanjay M, Smith, Colin, Smoller, Jordan W, Soininen, Hilkka, Srikanth, Velandai, Steen, Vidar M, Stott, David J, Sussmann, Jessika E, Thalamuthu, Anbupalam, Tiemeier, Henning, Toga, Arthur W, Traynor, Bryan J, Troncoso, Juan, Turner, Jessica A, Tzourio, Christophe, Uitterlinden, Andre G, Hernández, Maria C Valdés, Van der Brug, Marcel, Van der Lugt, Aad, Van der Wee, Nic J A, Van Duijn, Cornelia M, Van Haren, Neeltje E M, Van T Ent, Dennis, Van Tol, Marie-Jose, Vardarajan, Badri N, Veltman, Dick J, Vernooij, Meike W, Völzke, Henry, Walter, Henrik, Wardlaw, Joanna M, Wassink, Thomas H, Weale, Michael E, Weinberger, Daniel R, Weiner, Michael W, Wen, Wei, Westman, Eric, White, Tonya, Wong, Tien Y, Wright, Clinton B, Zielke, H Ronald, Zonderman, Alan B, Deary, Ian J, DeCarli, Charles, Schmidt, Helena, Martin, Nicholas G, De Craen, Anton J M, Wright, Margaret J, Launer, Lenore J, Schumann, Gunter, Fornage, Myriam, Franke, Barbara, Debette, Stéphanie, Medland, Sarah E, Ikram, M Arfan, and Thompson, Paul M

Published
2016

29. Novel genetic loci underlying human intracranial volume identified through genome-wide association

Author

Adams, Hieab H H, primary, Hibar, Derrek P, additional, Chouraki, Vincent, additional, Stein, Jason L, additional, Nyquist, Paul A, additional, Rentería, Miguel E, additional, Trompet, Stella, additional, Arias-Vasquez, Alejandro, additional, Seshadri, Sudha, additional, Desrivières, Sylvane, additional, Beecham, Ashley H, additional, Jahanshad, Neda, additional, Wittfeld, Katharina, additional, Van der Lee, Sven J, additional, Abramovic, Lucija, additional, Alhusaini, Saud, additional, Amin, Najaf, additional, Andersson, Micael, additional, Arfanakis, Konstantinos, additional, Aribisala, Benjamin S, additional, Armstrong, Nicola J, additional, Athanasiu, Lavinia, additional, Axelsson, Tomas, additional, Beiser, Alexa, additional, Bernard, Manon, additional, Bis, Joshua C, additional, Blanken, Laura M E, additional, Blanton, Susan H, additional, Bohlken, Marc M, additional, Boks, Marco P, additional, Bralten, Janita, additional, Brickman, Adam M, additional, Carmichael, Owen, additional, Chakravarty, M Mallar, additional, Chauhan, Ganesh, additional, Chen, Qiang, additional, Ching, Christopher R K, additional, Cuellar-Partida, Gabriel, additional, Braber, Anouk Den, additional, Doan, Nhat Trung, additional, Ehrlich, Stefan, additional, Filippi, Irina, additional, Ge, Tian, additional, Giddaluru, Sudheer, additional, Goldman, Aaron L, additional, Gottesman, Rebecca F, additional, Greven, Corina U, additional, Grimm, Oliver, additional, Griswold, Michael E, additional, Guadalupe, Tulio, additional, Hass, Johanna, additional, Haukvik, Unn K, additional, Hilal, Saima, additional, Hofer, Edith, additional, Hoehn, David, additional, Holmes, Avram J, additional, Hoogman, Martine, additional, Janowitz, Deborah, additional, Jia, Tianye, additional, Kasperaviciute, Dalia, additional, Kim, Sungeun, additional, Klein, Marieke, additional, Kraemer, Bernd, additional, Lee, Phil H, additional, Liao, Jiemin, additional, Liewald, David C M, additional, Lopez, Lorna M, additional, Luciano, Michelle, additional, Macare, Christine, additional, Marquand, Andre, additional, Matarin, Mar, additional, Mather, Karen A, additional, Mattheisen, Manuel, additional, Mazoyer, Bernard, additional, McKay, David R, additional, McWhirter, Rebekah, additional, Milaneschi, Yuri, additional, Mirza-Schreiber, Nazanin, additional, Muetzel, Ryan L, additional, Maniega, Susana Muñoz, additional, Nho, Kwangsik, additional, Nugent, Allison C, additional, Loohuis, Loes M Olde, additional, Oosterlaan, Jaap, additional, Papmeyer, Martina, additional, Pappa, Irene, additional, Pirpamer, Lukas, additional, Pudas, Sara, additional, Pütz, Benno, additional, Rajan, Kumar B, additional, Ramasamy, Adaikalavan, additional, Richards, Jennifer S, additional, Risacher, Shannon L, additional, Roiz-Santiañez, Roberto, additional, Rommelse, Nanda, additional, Rose, Emma J, additional, Royle, Natalie A, additional, Rundek, Tatjana, additional, Sämann, Philipp G, additional, Satizabal, Claudia L, additional, Schmaal, Lianne, additional, Schork, Andrew J, additional, Shen, Li, additional, Shin, Jean, additional, Shumskaya, Elena, additional, Smith, Albert V, additional, Sprooten, Emma, additional, Strike, Lachlan T, additional, Teumer, Alexander, additional, Thomson, Russell, additional, Tordesillas-Gutierrez, Diana, additional, Toro, Roberto, additional, Trabzuni, Daniah, additional, Vaidya, Dhananjay, additional, Van der Grond, Jeroen, additional, Van der Meer, Dennis, additional, Van Donkelaar, Marjolein M J, additional, Van Eijk, Kristel R, additional, Van Erp, Theo G M, additional, Van Rooij, Daan, additional, Walton, Esther, additional, Westlye, Lars T, additional, Whelan, Christopher D, additional, Windham, Beverly G, additional, Winkler, Anderson M, additional, Woldehawariat, Girma, additional, Wolf, Christiane, additional, Wolfers, Thomas, additional, Xu, Bing, additional, Yanek, Lisa R, additional, Yang, Jingyun, additional, Zijdenbos, Alex, additional, Zwiers, Marcel P, additional, Agartz, Ingrid, additional, Aggarwal, Neelum T, additional, Almasy, Laura, additional, Ames, David, additional, Amouyel, Philippe, additional, Andreassen, Ole A, additional, Arepalli, Sampath, additional, Assareh, Amelia A, additional, Barral, Sandra, additional, Bastin, Mark E, additional, Becker, Diane M, additional, Becker, James T, additional, Bennett, David A, additional, Blangero, John, additional, van Bokhoven, Hans, additional, Boomsma, Dorret I, additional, Brodaty, Henry, additional, Brouwer, Rachel M, additional, Brunner, Han G, additional, Buckner, Randy L, additional, Buitelaar, Jan K, additional, Bulayeva, Kazima B, additional, Cahn, Wiepke, additional, Calhoun, Vince D, additional, Cannon, Dara M, additional, Cavalleri, Gianpiero L, additional, Chen, Christopher, additional, Cheng, Ching-Yu, additional, Cichon, Sven, additional, Cookson, Mark R, additional, Corvin, Aiden, additional, Crespo-Facorro, Benedicto, additional, Curran, Joanne E, additional, Czisch, Michael, additional, Dale, Anders M, additional, Davies, Gareth E, additional, De Geus, Eco J C, additional, De Jager, Philip L, additional, de Zubicaray, Greig I, additional, Delanty, Norman, additional, Depondt, Chantal, additional, DeStefano, Anita L, additional, Dillman, Allissa, additional, Djurovic, Srdjan, additional, Donohoe, Gary, additional, Drevets, Wayne C, additional, Duggirala, Ravi, additional, Dyer, Thomas D, additional, Erk, Susanne, additional, Espeseth, Thomas, additional, Evans, Denis A, additional, Fedko, Iryna O, additional, Fernández, Guillén, additional, Ferrucci, Luigi, additional, Fisher, Simon E, additional, Fleischman, Debra A, additional, Ford, Ian, additional, Foroud, Tatiana M, additional, Fox, Peter T, additional, Francks, Clyde, additional, Fukunaga, Masaki, additional, Gibbs, J Raphael, additional, Glahn, David C, additional, Gollub, Randy L, additional, Göring, Harald H H, additional, Grabe, Hans J, additional, Green, Robert C, additional, Gruber, Oliver, additional, Gudnason, Vilmundur, additional, Guelfi, Sebastian, additional, Hansell, Narelle K, additional, Hardy, John, additional, Hartman, Catharina A, additional, Hashimoto, Ryota, additional, Hegenscheid, Katrin, additional, Heinz, Andreas, additional, Le Hellard, Stephanie, additional, Hernandez, Dena G, additional, Heslenfeld, Dirk J, additional, Ho, Beng-Choon, additional, Hoekstra, Pieter J, additional, Hoffmann, Wolfgang, additional, Hofman, Albert, additional, Holsboer, Florian, additional, Homuth, Georg, additional, Hosten, Norbert, additional, Hottenga, Jouke-Jan, additional, Hulshoff Pol, Hilleke E, additional, Ikeda, Masashi, additional, Ikram, M Kamran, additional, Jack, Clifford R, additional, Jenkinson, Mark, additional, Johnson, Robert, additional, Jönsson, Erik G, additional, Jukema, J Wouter, additional, Kahn, René S, additional, Kanai, Ryota, additional, Kloszewska, Iwona, additional, Knopman, David S, additional, Kochunov, Peter, additional, Kwok, John B, additional, Lawrie, Stephen M, additional, Lemaître, Hervé, additional, Liu, Xinmin, additional, Longo, Dan L, additional, Longstreth, W T, additional, Lopez, Oscar L, additional, Lovestone, Simon, additional, Martinez, Oliver, additional, Martinot, Jean-Luc, additional, Mattay, Venkata S, additional, McDonald, Colm, additional, McIntosh, Andrew M, additional, McMahon, Katie L, additional, McMahon, Francis J, additional, Mecocci, Patrizia, additional, Melle, Ingrid, additional, Meyer-Lindenberg, Andreas, additional, Mohnke, Sebastian, additional, Montgomery, Grant W, additional, Morris, Derek W, additional, Mosley, Thomas H, additional, Mühleisen, Thomas W, additional, Müller-Myhsok, Bertram, additional, Nalls, Michael A, additional, Nauck, Matthias, additional, Nichols, Thomas E, additional, Niessen, Wiro J, additional, Nöthen, Markus M, additional, Nyberg, Lars, additional, Ohi, Kazutaka, additional, Olvera, Rene L, additional, Ophoff, Roel A, additional, Pandolfo, Massimo, additional, Paus, Tomas, additional, Pausova, Zdenka, additional, Penninx, Brenda W J H, additional, Pike, G Bruce, additional, Potkin, Steven G, additional, Psaty, Bruce M, additional, Reppermund, Simone, additional, Rietschel, Marcella, additional, Roffman, Joshua L, additional, Romanczuk-Seiferth, Nina, additional, Rotter, Jerome I, additional, Ryten, Mina, additional, Sacco, Ralph L, additional, Sachdev, Perminder S, additional, Saykin, Andrew J, additional, Schmidt, Reinhold, additional, Schofield, Peter R, additional, Sigurdsson, Sigurdur, additional, Simmons, Andy, additional, Singleton, Andrew, additional, Sisodiya, Sanjay M, additional, Smith, Colin, additional, Smoller, Jordan W, additional, Soininen, Hilkka, additional, Srikanth, Velandai, additional, Steen, Vidar M, additional, Stott, David J, additional, Sussmann, Jessika E, additional, Thalamuthu, Anbupalam, additional, Tiemeier, Henning, additional, Toga, Arthur W, additional, Traynor, Bryan J, additional, Troncoso, Juan, additional, Turner, Jessica A, additional, Tzourio, Christophe, additional, Uitterlinden, Andre G, additional, Hernández, Maria C Valdés, additional, Van der Brug, Marcel, additional, Van der Lugt, Aad, additional, Van der Wee, Nic J A, additional, Van Duijn, Cornelia M, additional, Van Haren, Neeltje E M, additional, Van ′t Ent, Dennis, additional, Van Tol, Marie-Jose, additional, Vardarajan, Badri N, additional, Veltman, Dick J, additional, Vernooij, Meike W, additional, Völzke, Henry, additional, Walter, Henrik, additional, Wardlaw, Joanna M, additional, Wassink, Thomas H, additional, Weale, Michael E, additional, Weinberger, Daniel R, additional, Weiner, Michael W, additional, Wen, Wei, additional, Westman, Eric, additional, White, Tonya, additional, Wong, Tien Y, additional, Wright, Clinton B, additional, Zielke, H Ronald, additional, Zonderman, Alan B, additional, Deary, Ian J, additional, DeCarli, Charles, additional, Schmidt, Helena, additional, Martin, Nicholas G, additional, De Craen, Anton J M, additional, Wright, Margaret J, additional, Launer, Lenore J, additional, Schumann, Gunter, additional, Fornage, Myriam, additional, Franke, Barbara, additional, Debette, Stéphanie, additional, Medland, Sarah E, additional, Ikram, M Arfan, additional, and Thompson, Paul M, additional

Published
2016
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32. Genome-wide significant results identified for plasma apolipoprotein H levels in middle-aged and older adults

Author

Mather, Karen A., primary, Thalamuthu, Anbupalam, additional, Oldmeadow, Christopher, additional, Song, Fei, additional, Armstrong, Nicola J., additional, Poljak, Anne, additional, Holliday, Elizabeth G., additional, McEvoy, Mark, additional, Kwok, John B., additional, Assareh, Amelia A., additional, Reppermund, Simone, additional, Kochan, Nicole A., additional, Lee, Teresa, additional, Ames, David, additional, Wright, Margaret J., additional, Trollor, Julian N., additional, Schofield, Peter W., additional, Brodaty, Henry, additional, Scott, Rodney J., additional, Schofield, Peter R., additional, Attia, John R., additional, and Sachdev, Perminder S., additional

Published
2016
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33. The Relationship Between Plasma Aβ Levels, Cognitive Function and Brain Volumetrics: Sydney Memory and Ageing Study

Author

Poljak, Anne, primary, D. Crawford, John, additional, A. Smythe, George, additional, Brodaty, Henry, additional, J. Slavin, Melissa, additional, A. Kochan, Nicole, additional, N. Trollor, Julian, additional, Wen, Wei, additional, A. Mather, Karen, additional, A. Assareh, Amelia, additional, C. Ng, Pek, additional, and S. Sachdev, Perminder, additional

Published
2016
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34. Common genetic variants influence human subcortical brain structures

Author

Hibar, Derrek P., Stein, Jason L., Renteria, Miguel E., Arias-Vasquez, Alejandro, Desrivieres, Sylvane, Jahanshad, Neda, Toro, Roberto, Wittfeld, Katharina, Abramovic, Lucija, Andersson, Micael, Aribisala, Benjamin S., Armstrong, Nicola J., Bernard, Manon, Bohlken, Marc M., Boks, Marco P., Bralten, Janita, Brown, Andrew A., Chakravarty, M. Mallar, Chen, Qiang, Ching, Christopher R. K., Cuellar-Partida, Gabriel, den Braber, Anouk, Giddaluru, Sudheer, Goldman, Aaron L., Grimm, Oliver, Guadalupe, Tulio, Hass, Johanna, Woldehawariat, Girma, Holmes, Avram J., Hoogman, Martine, Janowitz, Deborah, Jia, Tianye, Kim, Sungeun, Klein, Marieke, Kraemer, Bernd, Lee, Phil H., Loohuis, Loes M. Olde, Luciano, Michelle, Macare, Christine, Mather, Karen A., Mattheisen, Manuel, Milaneschi, Yuri, Nho, Kwangsik, Papmeyer, Martina, Ramasamy, Adaikalavan, Risacher, Shannon L., Roiz-Santianez, Roberto, Rose, Emma J., Salami, Alireza, Saemann, Philipp G., Schmaal, Lianne, Schork, Andrew J., Shin, Jean, Strike, Lachlan T., Teumer, Alexander, van Donkelaar, Marjolein M. J., van Eijk, Kristel R., Walters, Raymond K., Westlye, Lars T., Whelan, Christopher D., Winkler, Anderson M., Zwiers, Marcel P., Alhusaini, Saud, Athanasiu, Lavinia, Ehrlich, Stefan, Hakobjan, Marina M. H., Hartberg, Cecilie B., Haukvik, Unn K., Heister, Angelien J. G. A. M., Hoehn, David, Kasperaviciute, Dalia, Liewald, David C. M., Lopez, Lorna M., Makkinje, Remco R. R., Matarin, Mar, Naber, Marlies A. M., McKay, D. Reese, Needham, Margaret, Nugent, Allison C., Puetz, Benno, Royle, Natalie A., Shen, Li, Sprooten, Emma, Trabzuni, Daniah, van der Marel, Saskia S. L., van Hulzen, Kimm J. E., Walton, Esther, Wolf, Christiane, Almasy, Laura, Ames, David, Arepalli, Sampath, Assareh, Amelia A., Bastin, Mark E., Brodaty, Henry, Bulayeva, Kazima B., Carless, Melanie A., Cichon, Sven, Corvin, Aiden, Curran, Joanne E., Czisch, Michael, de Zubicaray, Greig I., Dillman, Allissa, Duggirala, Ravi, Dyer, Thomas D., Erk, Susanne, Fedko, Iryna O., Ferrucci, Luigi, Foroud, Tatiana M., Fox, Peter T., Fukunaga, Masaki, Gibbs, J. Raphael, Goering, Harald H. H., Green, Robert C., Guelfi, Sebastian, Hansell, Narelle K., Hartman, Catharina A., Hegenscheid, Katrin, Heinz, Andreas, Hernandez, Dena G., Heslenfeld, Dirk J., Hoekstra, Pieter J., Holsboer, Florian, Homuth, Georg, Hottenga, Jouke-Jan, Ikeda, Masashi, Jack, Clifford R., Jr., Jenkinson, Mark, Johnson, Robert, Kanai, Ryota, Keil, Maria, Kent, Jack W., Jr., Kochunov, Peter, Kwok, John B., Lawrie, Stephen M., Liu, Xinmin, Longo, Dan L., McMahon, Katie L., Meisenzah, Eva, Melle, Ingrid, Mahnke, Sebastian, Montgomery, Grant W., Mostert, Jeanette C., Muehleisen, Thomas W., Nalls, Michael A., Nichols, Thomas E., Nilsson, Lars G., Noethen, Markus M., Ohi, Kazutaka, Olvera, Rene L., Perez-Iglesias, Rocio, Pike, G. Bruce, Potkin, Steven G., Reinvang, Ivar, Reppermund, Simone, Rietschel, Marcella, Romanczuk-Seiferth, Nina, Rosen, Glenn D., Rujescu, Dan, Schnell, Knut, Schofield, Peter R., Smith, Colin, Steen, Vidar M., Sussmann, Jessika E., Thalamuthu, Anbupalam, Toga, Arthur W., Traynor, Bryan J., Troncoso, Juan, Turner, Jessica A., Valdes Hernandez, Maria C., van't Ent, Dennis, van der Brug, Marcel, van der Wee, Nic J. A., van Tol, Marie-Jose, Veltman, Dick J., Wassink, Thomas H., Westman, Eric, Zielke, Ronald H., Zonderman, Alan B., Ashbrook, David G., Hager, Reinmar, Lu, Lu, McMahon, Francis J., Morris, Derek W., Williams, Robert W., Brunner, Han G., Buckner, Randy L., Buitelaar, Jan K., Cahn, Wiepke, Calhoun, Vince D., Cavalleri, Gianpiero L., Crespo-Facorro, Benedicto, Dale, Anders M., Davies, Gareth E., Delanty, Norman, Depondt, Chantal, Djurovic, Srdjan, Drevets, Wayne C., Espeseth, Thomas, Gollub, Randy L., Ho, Beng-Choon, Hoffman, Wolfgang, Hosten, Norbert, Kahn, Rene S., Le Hellard, Stephanie, Meyer-Lindenberg, Andreas, Mueller-Myhsok, Bertram, Nauck, Matthias, Nyberg, Lars, Pandolfo, Massimo, Penninx, Brenda W. J. H., Roffman, Joshua L., Sisodiya, Sanjay M., Smoller, Jordan W., van Bokhoven, Hans, van Haren, Neeltje E. M., Voelzke, Henry, Walter, Henrik, Weiner, Michael W., Wen, Wei, White, Tonya, Agartz, Ingrid, Andreassen, Ole A., Blangero, John, Boomsma, Dorret I., Brouwer, Rachel M., Cannon, Dara M., Cookson, Mark R., de Geus, Eco J. C., Deary, Ian J., Donohoe, Gary, Fernandez, Guillen, Fisher, Simon E., Francks, Clyde, Glahn, David C., Grabe, Hans J., Gruber, Oliver, Hardy, John, Hashimoto, Ryota, Pol, Hilleke E. Hulshoff, Joensson, Erik G., Kloszewska, Iwona, Lovestone, Simon, Mattay, Venkata S., Mecocci, Patrizia, McDonald, Colm, McIntosh, Andrew M., Ophoff, Roel A., Paus, Tomas, Pausova, Zdenka, Ryten, Mina, Sachdev, Perminder S., Saykin, Andrew J., Simmons, Andy, Singleton, Andrew, Soininen, Hilkka, Wardlaw, Joanna M., Weale, Michael E., Weinberger, Daniel R., Adams, Hieab H. H., Launer, Lenore J., Seiler, Stephan, Schmidt, Reinhold, Chauhan, Ganesh, Satizabal, Claudia L., Becker, James T., Yanek, Lisa, van der Lee, Sven J., Ebling, Maritza, Fischl, Bruce, Longstreth, W. T., Jr., Greve, Douglas, Schmidt, Helena, Nyquist, Paul, Vinke, Louis N., van Duijn, Cornelia M., Xue, Luting, Mazoyer, Bernard, Bis, Joshua C., Gudnason, Vilmundur, Seshadri, Sudha, Ikram, M. Arfan, Martin, Nicholas G., Wright, Margaret J., Schumann, Gunter, Franke, Barbara, Thompson, Paul M., Jr., Medland, Sarah E., Hibar, Derrek P., Stein, Jason L., Renteria, Miguel E., Arias-Vasquez, Alejandro, Desrivieres, Sylvane, Jahanshad, Neda, Toro, Roberto, Wittfeld, Katharina, Abramovic, Lucija, Andersson, Micael, Aribisala, Benjamin S., Armstrong, Nicola J., Bernard, Manon, Bohlken, Marc M., Boks, Marco P., Bralten, Janita, Brown, Andrew A., Chakravarty, M. Mallar, Chen, Qiang, Ching, Christopher R. K., Cuellar-Partida, Gabriel, den Braber, Anouk, Giddaluru, Sudheer, Goldman, Aaron L., Grimm, Oliver, Guadalupe, Tulio, Hass, Johanna, Woldehawariat, Girma, Holmes, Avram J., Hoogman, Martine, Janowitz, Deborah, Jia, Tianye, Kim, Sungeun, Klein, Marieke, Kraemer, Bernd, Lee, Phil H., Loohuis, Loes M. Olde, Luciano, Michelle, Macare, Christine, Mather, Karen A., Mattheisen, Manuel, Milaneschi, Yuri, Nho, Kwangsik, Papmeyer, Martina, Ramasamy, Adaikalavan, Risacher, Shannon L., Roiz-Santianez, Roberto, Rose, Emma J., Salami, Alireza, Saemann, Philipp G., Schmaal, Lianne, Schork, Andrew J., Shin, Jean, Strike, Lachlan T., Teumer, Alexander, van Donkelaar, Marjolein M. J., van Eijk, Kristel R., Walters, Raymond K., Westlye, Lars T., Whelan, Christopher D., Winkler, Anderson M., Zwiers, Marcel P., Alhusaini, Saud, Athanasiu, Lavinia, Ehrlich, Stefan, Hakobjan, Marina M. H., Hartberg, Cecilie B., Haukvik, Unn K., Heister, Angelien J. G. A. M., Hoehn, David, Kasperaviciute, Dalia, Liewald, David C. M., Lopez, Lorna M., Makkinje, Remco R. R., Matarin, Mar, Naber, Marlies A. M., McKay, D. Reese, Needham, Margaret, Nugent, Allison C., Puetz, Benno, Royle, Natalie A., Shen, Li, Sprooten, Emma, Trabzuni, Daniah, van der Marel, Saskia S. L., van Hulzen, Kimm J. E., Walton, Esther, Wolf, Christiane, Almasy, Laura, Ames, David, Arepalli, Sampath, Assareh, Amelia A., Bastin, Mark E., Brodaty, Henry, Bulayeva, Kazima B., Carless, Melanie A., Cichon, Sven, Corvin, Aiden, Curran, Joanne E., Czisch, Michael, de Zubicaray, Greig I., Dillman, Allissa, Duggirala, Ravi, Dyer, Thomas D., Erk, Susanne, Fedko, Iryna O., Ferrucci, Luigi, Foroud, Tatiana M., Fox, Peter T., Fukunaga, Masaki, Gibbs, J. Raphael, Goering, Harald H. H., Green, Robert C., Guelfi, Sebastian, Hansell, Narelle K., Hartman, Catharina A., Hegenscheid, Katrin, Heinz, Andreas, Hernandez, Dena G., Heslenfeld, Dirk J., Hoekstra, Pieter J., Holsboer, Florian, Homuth, Georg, Hottenga, Jouke-Jan, Ikeda, Masashi, Jack, Clifford R., Jr., Jenkinson, Mark, Johnson, Robert, Kanai, Ryota, Keil, Maria, Kent, Jack W., Jr., Kochunov, Peter, Kwok, John B., Lawrie, Stephen M., Liu, Xinmin, Longo, Dan L., McMahon, Katie L., Meisenzah, Eva, Melle, Ingrid, Mahnke, Sebastian, Montgomery, Grant W., Mostert, Jeanette C., Muehleisen, Thomas W., Nalls, Michael A., Nichols, Thomas E., Nilsson, Lars G., Noethen, Markus M., Ohi, Kazutaka, Olvera, Rene L., Perez-Iglesias, Rocio, Pike, G. Bruce, Potkin, Steven G., Reinvang, Ivar, Reppermund, Simone, Rietschel, Marcella, Romanczuk-Seiferth, Nina, Rosen, Glenn D., Rujescu, Dan, Schnell, Knut, Schofield, Peter R., Smith, Colin, Steen, Vidar M., Sussmann, Jessika E., Thalamuthu, Anbupalam, Toga, Arthur W., Traynor, Bryan J., Troncoso, Juan, Turner, Jessica A., Valdes Hernandez, Maria C., van't Ent, Dennis, van der Brug, Marcel, van der Wee, Nic J. A., van Tol, Marie-Jose, Veltman, Dick J., Wassink, Thomas H., Westman, Eric, Zielke, Ronald H., Zonderman, Alan B., Ashbrook, David G., Hager, Reinmar, Lu, Lu, McMahon, Francis J., Morris, Derek W., Williams, Robert W., Brunner, Han G., Buckner, Randy L., Buitelaar, Jan K., Cahn, Wiepke, Calhoun, Vince D., Cavalleri, Gianpiero L., Crespo-Facorro, Benedicto, Dale, Anders M., Davies, Gareth E., Delanty, Norman, Depondt, Chantal, Djurovic, Srdjan, Drevets, Wayne C., Espeseth, Thomas, Gollub, Randy L., Ho, Beng-Choon, Hoffman, Wolfgang, Hosten, Norbert, Kahn, Rene S., Le Hellard, Stephanie, Meyer-Lindenberg, Andreas, Mueller-Myhsok, Bertram, Nauck, Matthias, Nyberg, Lars, Pandolfo, Massimo, Penninx, Brenda W. J. H., Roffman, Joshua L., Sisodiya, Sanjay M., Smoller, Jordan W., van Bokhoven, Hans, van Haren, Neeltje E. M., Voelzke, Henry, Walter, Henrik, Weiner, Michael W., Wen, Wei, White, Tonya, Agartz, Ingrid, Andreassen, Ole A., Blangero, John, Boomsma, Dorret I., Brouwer, Rachel M., Cannon, Dara M., Cookson, Mark R., de Geus, Eco J. C., Deary, Ian J., Donohoe, Gary, Fernandez, Guillen, Fisher, Simon E., Francks, Clyde, Glahn, David C., Grabe, Hans J., Gruber, Oliver, Hardy, John, Hashimoto, Ryota, Pol, Hilleke E. Hulshoff, Joensson, Erik G., Kloszewska, Iwona, Lovestone, Simon, Mattay, Venkata S., Mecocci, Patrizia, McDonald, Colm, McIntosh, Andrew M., Ophoff, Roel A., Paus, Tomas, Pausova, Zdenka, Ryten, Mina, Sachdev, Perminder S., Saykin, Andrew J., Simmons, Andy, Singleton, Andrew, Soininen, Hilkka, Wardlaw, Joanna M., Weale, Michael E., Weinberger, Daniel R., Adams, Hieab H. H., Launer, Lenore J., Seiler, Stephan, Schmidt, Reinhold, Chauhan, Ganesh, Satizabal, Claudia L., Becker, James T., Yanek, Lisa, van der Lee, Sven J., Ebling, Maritza, Fischl, Bruce, Longstreth, W. T., Jr., Greve, Douglas, Schmidt, Helena, Nyquist, Paul, Vinke, Louis N., van Duijn, Cornelia M., Xue, Luting, Mazoyer, Bernard, Bis, Joshua C., Gudnason, Vilmundur, Seshadri, Sudha, Ikram, M. Arfan, Martin, Nicholas G., Wright, Margaret J., Schumann, Gunter, Franke, Barbara, Thompson, Paul M., Jr., and Medland, Sarah E.

Abstract

The highly complex structure of the human brain is strongly shaped by genetic influences(1). Subcortical brain regions form circuits with cortical areas to coordinate movement(2), learning, memory(3) and motivation(4), and altered circuits can lead to abnormal behaviour and disease(5). To investigate how common genetic variants affect the structure of these brain regions, here we conduct genome-wide association studies of the volumes of seven subcortical regions and the intracranial volume derived from magnetic resonance images of 30,717 individuals from 50 cohorts. We identify five novel genetic variants influencing the volumes of the putamen and caudate nucleus. We also find stronger evidence for three loci with previously established influences on hippocampal volume(5) and intracranial volume(6). These variants show specific volumetric effects on brain structures rather than global effects across structures. The strongest effects were found for the putamen, where a novel intergenic locus with replicable influence on volume (rs945270; P = 1.08 X 10(-33); 0.52% variance explained) showed evidence of altering the expression of the KTN1 gene in both brain and blood tissue. Variants influencing putamen volume clustered near developmental genes that regulate apoptosis, axon guidance and vesicle transport. Identification of these genetic variants provides insight into the causes of variability in human brain development, and may help to determine mechanisms of neuropsychiatric dysfunction.

Published
2015
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36. Investigating the Genetics of Hippocampal Volume in Older Adults without Dementia

Author

Mather, Karen A., primary, Armstrong, Nicola J., additional, Wen, Wei, additional, Kwok, John B., additional, Assareh, Amelia A., additional, Thalamuthu, Anbupalam, additional, Reppermund, Simone, additional, Duesing, Konsta, additional, Wright, Margaret J., additional, Ames, David, additional, Trollor, Julian N., additional, Brodaty, Henry, additional, Schofield, Peter R., additional, and Sachdev, Perminder S., additional

Published
2015
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37. Transcriptome analysis of human brain tissue identifies reduced expression of complement complex C1Q Genes in Rett syndrome.

Author

Peijie Lin, Nicholls, Laura, Assareh, Hassan, Zhiming Fang, Amos, Timothy G., Edwards, Richard J., Assareh, Amelia A., and Voineagu, Irina

Subjects
GENE expression, GENES, TRANSCRIPTION factors, NERVE tissue, GENE fusion, RETT syndrome, NEUROGENETICS, GENETIC transcription
Abstract

Background: MECP2, the gene mutated in the majority of Rett syndrome cases, is a transcriptional regulator that can activate or repress transcription. Although the transcription regulatory function of MECP2 has been known for over a decade, it remains unclear how transcriptional dysregulation leads to the neurodevelopmental disorder. Notably, little convergence was previously observed between the genes abnormally expressed in the brain of Rett syndrome mouse models and those identified in human studies. Methods: Here we carried out a comprehensive transcriptome analysis of human brain tissue from Rett syndrome brain using both RNA-seq and microarrays. Results: We identified over two hundred differentially expressed genes, and identified the complement C1Q complex genes (C1QA, C1QB and C1QC) as a point of convergence between gene expression changes in human and mouse Rett syndrome brain. Conclusions: The results of our study support a role for alterations in the expression level of C1Q complex genes in RTT pathogenesis. [ABSTRACT FROM AUTHOR]

Published
2016
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38. Renin–Angiotensin System Genetic Polymorphisms and Brain White Matter Lesions in Older Australians.

Author

Assareh, Amelia A., Mather, Karen A., Crawford, John D., Wen, Wei, Anstey, Kaarin J., Easteal, Simon, Tan, Xiaoyun, Mack, Holly A., Kwok, John B.J., Schofield, Peter R., and Sachdev, Perminder S.

Subjects
MAGNETIC resonance imaging of the brain, ANGIOTENSINS, GENETIC polymorphisms, ETIOLOGY of diseases, WHITE matter (Nerve tissue)
Abstract

BACKGROUND White matter lesions (WMLs), seen as hyperintensities on T2-weighted magnetic resonance imaging brain scans, are common in the brains of healthy older individuals. They are thought to be related to cerebral small vessel disease and to have a genetic component to their aetiology, and hypertension is thought to be an important risk factor. Genetic polymorphisms in hypertension-related genes may therefore be associated with the formation of WMLs. METHODS In this study, a sample of 445 Australians aged 60–65 years was drawn from a larger longitudinal epidemiological study, the Personality and Total Health Through Life Project. The associations of single nucleotide polymorphisms (SNPs) in the genes encoding angiotensinogen (AGT, rs699), angiotensin-converting enzyme (ACE, rs4362), and angiotensin II receptor type 1 (AGTR1, rs5182) with WMLs were examined. RESULTS No individual SNPs showed a significant association with WMLs for the whole sample. When the cohort was stratified by sex, ACE rs4362 and AGT rs699 showed significant associations with WMLs in men only (P = 0.01 and P = 0.03, respectively), and remained significant after controlling for hypertension. Although the AGTR1 SNP did not show any association with WMLs, the interaction of the AGT rs699 and AGTR1 rs5182 SNPs with WMLs was significant before (P = 0.03) and after adjustment for hypertension (P = 0.045). CONCLUSIONS The results provide evidence for association of polymorphisms in the renin–angiotensin system genes with WMLs, independent of hypertension. Male-only associations with WMLs were found for the AGT rs699 and ACE rs362 polymorphisms. Moreover, for the entire sample an interaction between AGT and AGTR1 rs5182 genotypes on WMLs was observed. [ABSTRACT FROM PUBLISHER]

Published
2014
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39. Study of 300,486 individuals identifies 148 independent genetic loci influencing general cognitive function

Author

Davies, Gail, Lam, Max, Harris, Sarah E, Trampush, Joey W, Luciano, Michelle, Hill, W David, Hagenaars, Saskia P, Ritchie, Stuart J, Marioni, Riccardo E, Fawns-Ritchie, Chloe, Liewald, David CM, Okely, Judith A, Ahola-Olli, Ari V, Barnes, Catriona LK, Bertram, Lars, Bis, Joshua C, Burdick, Katherine E, Christoforou, Andrea, DeRosse, Pamela, Djurovic, Srdjan, Espeseth, Thomas, Giakoumaki, Stella, Giddaluru, Sudheer, Gustavson, Daniel E, Hayward, Caroline, Hofer, Edith, Ikram, M Arfan, Karlsson, Robert, Knowles, Emma, Lahti, Jari, Leber, Markus, Li, Shuo, Mather, Karen A, Melle, Ingrid, Morris, Derek, Oldmeadow, Christopher, Palviainen, Teemu, Payton, Antony, Pazoki, Raha, Petrovic, Katja, Reynolds, Chandra A, Sargurupremraj, Muralidharan, Scholz, Markus, Smith, Jennifer A, Smith, Albert V, Terzikhan, Natalie, Thalamuthu, Anbupalam, Trompet, Stella, Van Der Lee, Sven J, Ware, Erin B, Windham, B Gwen, Wright, Margaret J, Yang, Jingyun, Yu, Jin, Ames, David, Amin, Najaf, Amouyel, Philippe, Andreassen, Ole A, Armstrong, Nicola J, Assareh, Amelia A, Attia, John R, Attix, Deborah, Avramopoulos, Dimitrios, Bennett, David A, Böhmer, Anne C, Boyle, Patricia A, Brodaty, Henry, Campbell, Harry, Cannon, Tyrone D, Cirulli, Elizabeth T, Congdon, Eliza, Conley, Emily Drabant, Corley, Janie, Cox, Simon R, Dale, Anders M, Dehghan, Abbas, Dick, Danielle, Dickinson, Dwight, Eriksson, Johan G, Evangelou, Evangelos, Faul, Jessica D, Ford, Ian, Freimer, Nelson A, Gao, He, Giegling, Ina, Gillespie, Nathan A, Gordon, Scott D, Gottesman, Rebecca F, Griswold, Michael E, Gudnason, Vilmundur, Harris, Tamara B, Hartmann, Annette M, Hatzimanolis, Alex, Heiss, Gerardo, Holliday, Elizabeth G, Joshi, Peter K, Kähönen, Mika, Kardia, Sharon LR, Karlsson, Ida, Kleineidam, Luca, Knopman, David S, Kochan, Nicole A, Konte, Bettina, Kwok, John B, Le Hellard, Stephanie, Lee, Teresa, Lehtimäki, Terho, Li, Shu-Chen, Liu, Tian, Koini, Marisa, London, Edythe, Longstreth, Will T, Lopez, Oscar L, Loukola, Anu, Luck, Tobias, Lundervold, Astri J, Lundquist, Anders, Lyytikäinen, Leo-Pekka, Martin, Nicholas G, Montgomery, Grant W, Murray, Alison D, Need, Anna C, Noordam, Raymond, Nyberg, Lars, Ollier, William, Papenberg, Goran, Pattie, Alison, Polasek, Ozren, Poldrack, Russell A, Psaty, Bruce M, Reppermund, Simone, Riedel-Heller, Steffi G, Rose, Richard J, Rotter, Jerome I, Roussos, Panos, Rovio, Suvi P, Saba, Yasaman, Sabb, Fred W, Sachdev, Perminder S, Satizabal, Claudia L, Schmid, Matthias, Scott, Rodney J, Scult, Matthew A, Simino, Jeannette, Slagboom, P Eline, Smyrnis, Nikolaos, Soumaré, Aïcha, Stefanis, Nikos C, Stott, David J, Straub, Richard E, Sundet, Kjetil, Taylor, Adele M, Taylor, Kent D, Tzoulaki, Ioanna, Tzourio, Christophe, Uitterlinden, André, Vitart, Veronique, Voineskos, Aristotle N, Kaprio, Jaakko, Wagner, Michael, Wagner, Holger, Weinhold, Leonie, Wen, K Hoyan, Widen, Elisabeth, Yang, Qiong, Zhao, Wei, Adams, Hieab HH, Arking, Dan E, Bilder, Robert M, Bitsios, Panos, Boerwinkle, Eric, Chiba-Falek, Ornit, Corvin, Aiden, De Jager, Philip L, Debette, Stéphanie, Donohoe, Gary, Elliott, Paul, Fitzpatrick, Annette L, Gill, Michael, Glahn, David C, Hägg, Sara, Hansell, Narelle K, Hariri, Ahmad R, Ikram, M Kamran, Jukema, J Wouter, Vuoksimaa, Eero, Keller, Matthew C, Kremen, William S, Launer, Lenore, Lindenberger, Ulman, Palotie, Aarno, Pedersen, Nancy L, Pendleton, Neil, Porteous, David J, Räikkönen, Katri, Raitakari, Olli T, Ramirez, Alfredo, Reinvang, Ivar, Rudan, Igor, Rujescu, Dan, Schmidt, Reinhold, Schmidt, Helena, Schofield, Peter W, Schofield, Peter R, Starr, John M, Steen, Vidar M, Trollor, Julian N, Turner, Steven T, Van Duijn, Cornelia M, Villringer, Arno, Weinberger, Daniel R, Weir, David R, Wilson, James F, Malhotra, Anil, McIntosh, Andrew M, Gale, Catharine R, Seshadri, Sudha, Mosley, Thomas H, Bressler, Jan, Lencz, Todd, and Deary, Ian J

Subjects
quantitative trait, cognitive neuroscience, genetics of the nervous system, genome-wide association studies, 3. Good health
Abstract

General cognitive function is a prominent and relatively stable human trait that is associated with many important life outcomes. We combine cognitive and genetic data from the CHARGE and COGENT consortia, and UK Biobank (total N = 300,486; age 16-102) and find 148 genome-wide significant independent loci (P < 5 × 10-8) associated with general cognitive function. Within the novel genetic loci are variants associated with neurodegenerative and neurodevelopmental disorders, physical and psychiatric illnesses, and brain structure. Gene-based analyses find 709 genes associated with general cognitive function. Expression levels across the cortex are associated with general cognitive function. Using polygenic scores, up to 4.3% of variance in general cognitive function is predicted in independent samples. We detect significant genetic overlap between general cognitive function, reaction time, and many health variables including eyesight, hypertension, and longevity. In conclusion we identify novel genetic loci and pathways contributing to the heritability of general cognitive function.

40. Genetic influences on schizophrenia and subcortical brain volumes: large-scale proof of concept

Author

Delanty, Norman, Fisher, Simon E, Byerley, William F., Wendland, Jens R, Craddock, Nick, Ferrucci, Luigi, Fanous, Ayman H, Mather, Karen A., Li, Miaoxin, Martin, Nicholas G., Melle, Ingrid, Cohen, David, Pütz, Benno, Keller, Matthew C, Ann Chong, Siow, St Clair, David, Eichhammer, Peter, Seidman, Larry J., Jack, Clifford R., Drevets, Wayne C, Meyer-Lindenberg, Andreas, Yao, Yin, Müller-Myhsok, Bertram, Qin Wu, Jing, Dikeos, Dimitris, Albus, Margot, Lopez, Lorna M., Mowry, Bryan J., Dale, Anders M., Carless, Melanie A., Kucinskas, Vaidutis, Kähler, Anna K., Roiz-Santiañez, Roberto, Pocklington, Andrew J., Simon Xi, Hualin, Wen, Wei, O'Donovan, Michael C., Ramasamy, Adaikalavan, O'Dushlaine, Colm, Djurovic, Srdjan, Fox, Peter T., Hegenscheid, Katrin, Kochunov, Peter, Schmaal, Lianne, Lencz, Todd, Penninx, Brenda W.J.H., Cookson, Mark R., Black, Donald W., Freedman, Robert, Levinson, Douglas F., Hartberg, Cecilie B., Dudbridge, Frank, Laurent, Claudine, Valdés Hernández, Maria C., Straub, Richard E., Hulshoff Pol, Hilleke E., Mattingsdal, Morten, Nelis, Mari, Liang, Kung-Yee, Wolf, Christiane, Walsh, Dermot, Reichenberg, Abraham, Klein, Marieke, Cai, Guiqing, Szatkiewicz, Jin P., Wassink, Thomas H., Li, Qingqin S., Scott Stroup, Limborska, Svetlana, Drapeau, Elodie, Royle, Natalie A., Amin, Farooq, Espeseth, Thomas, Hoogman, Martine, Stahl, Eli A., Knight, Jo, Hofman, Andrea, Fromer, Menachem, Arias-Vasquez, Alejandro, Gurling, Hugh, van Haren, Neeltje E.M., Nyquist, Paul, Holsboer, Florian, Nestadt, Gerald, Aribisala, Benjamin S., Lerer, Bernard, Brouwer, Rachel M., Svrakic, Dragan M, Keil, Maria, Homuth, Georg, Kuzelova-Ptackova, Hana, Van Os, Jim, Johnson, Robert, Lee Chee Keong, Jimmy, Guadalupe, Tulio, Hashimoto, Ryota, Holmans, Peter A., Franke, Barbara, Parkhomenko, Elena, Liu, Xinmin, Brunner, Han G, van Tol, Marie-Jose, Schall, Ulrich, Heslenfeld, Dirk J., Zheng, Xuebin, Salomaa, Veikko, Schulze, Thomas G., Meijer, Carin J., Zonderman, Alan, Nilsson, Lars G., Nikitina-Zake, Liene, Rietschel, Marcella, Rosen, Glenn D., Buitelaar, Jan K, Del Favero, Jurgen, Nalls, Michael A., Blackwood, Douglas H.R., Fernández, Guillén, Loughland, Carmel M., Olvera, Rene L., van 't Ent, Dennis, Crowley, James J., Perkins, Diana O., Desrivières, Sylvane, Sussmann, Jessika E., Paus, Tomas, Luting, Xue, Rasmussen, Henrik B, Nichols, Thomas E., Cairns, Murray J., Grimm, Oliver, Weiner, Michael W., Visscher, Peter M., Bevilacqua, Elizabeth, Zai, Clement C., Sämann, Philipp G., Cheung, Eric F.C., Curtis, David, Marsal, Sara, Matarin, Mar, Gibbs, Raphael, Suvisaari, Jaana, O'Neill, F. Anthony, Pike, G. Bruce, Iwata, Nakao, Chambert, Kimberley D., Ryten, Mina, Steen, Vidar M., Klovins, Janis, Giddaluru, Sudheer, Toro, Roberto, Ehrenreich, Hannelore, Alexander, Madeline, Mokrab, Younes, Nertney, Deborah A, Bacanu, Silviu A., Fukunaga, Masaki, Bernard, Manon, Ching, Christopher R.K., Czisch, Michael, Walton, Esther, Hoffmann, Wolfgang, Mohnke, Sebastian, Ophoff, Roel A., Shen, Li, LeHellard, Stephanie, Kent, Jack W., van Duijn, Cornelia M., Roussos, Panos, Papiol, Sergi, Hougaard, David M., Reimers, Mark A., van Hulzen, Kimm J.E., Anttila, Verneri, Göring, Harald H.H., Pandolfo, Massimo, Pietiläinen, Olli, Ohi, Kazutaka, Mesholam-Gately, Raquelle I., Mattay, Venkata S., Demontis, Ditte, Davidson, Michael, Powell, John, Belliveau, Richard A, Jenkinson, Mark, Nisenbaum, Laura, Campion, Dominique, Stein, Jason L, Depondt, Chantal, Hosten, Norbert, Schofield, Peter R., Bis, Joshua C., Singleton, Andrew, Walter, Henrik, Heinz, Andreas, Hoekstra, Pieter J., Stogmann, Elisabeth, Medland, Sarah E., Lönnqvist, Jouko, Donohoe, Gary, Hirschhorn, Joel N., Sisodiya, Sanjay M., Sullivan, Patrick F., Domenici, Enrico, van Bokhoven, Hans, van Donkelaar, Marjolein M.J., Chakravarty, M. Mallar, Michie, Patricia T., Duggirala, Ravi, Zimprich, Fritz, Hollegaard, Mads V, Meisenzahl, Eva, Liewald, David C.M., Bulayeva, Kazima B., Cavalleri, Gianpiero L., Bene, Judit, Höhn, David, Rose, Emma J., Werge, Thomas, McDonald, Colm, Palotie, Aarno, Knowles, James A., Catts, Stanley V., Richards, Alexander L., Chen, Eric Y.H., Price, Alkes, Webb, Bradley T., Makkinje, Remco R.R., Lieberman, Jeffrey, de Geus, Eco J.C., Joa, Inge, McIntosh, Andrew M., Schwarz, Emanuel, Milani, Lili, Tooney, Paul A., Naber, Marlies A.M., Arepalli, Sampath, Magnusson, Patrik K.E., Kasperaviciute, Dalia, Abramovic, Lucija, Hottenga, Jouke-Jan, Papadimitriou, George N., Vinke, Louis N, Wang, Qiang, Hernandez, Dena G., Needham, Margaret, Brown, Andrew A., Giusti-Rodríguez, Paola, Herms, Stefan L., Mallet, Jacques, Schubert, Christian R, Kendler, Kenneth S., Sklar, Pamela, Ripke, Stephan, Mühleisen, Thomas W., Hibar, Derrek P., Silverman, Jeremy M., Cannon, Dara M, Frank, Josef, Longstreth, McKay, David R., Hong Lee, Erk, Susanne, Chen, Qiang, Ho, Yvonne Y.W., Pato, Carlos N., Milanova, Vihra, Godard, Stephanie, Melegh, Bela, Launer, Lenore J, Seiler, Stephan, Schumann, Gunter, Ehrlich, Stefan, Murphy, Kieran C., Nugent, Allison C., Henskens, Frans A., Jönsson, Erik G., Farh, Kai-How, Metspalu, Andres, Kirov, George, Wardlaw, Joanna M., Holmes, Avram J., Crespo-Facorro, Benedicto, Ho, Beng-Choon, Strike, Lachlan T., Kim, Sungeun, Gill, Michael, Bruggeman, Richard, Shi, Jianxin, Dillman, Allissa, Rujescu, Dan, Saykin, Andrew J., Ames, David, Longo, Dan L., Cantor, Rita M., van der Brug, Marcel, Thompson, Paul M., Yanek, Lisa, Reppermund, Simone, Nordin, Annelie, Gratten, Jacob, Athanasiu, Lavinia, Karjalainen, Juha, Witt, Stephanie H., Reinvang, Ivar, Huang, Hailiang, Hass, Johanna, Potkin, Steven G., Williams, Robert W., Chan, Raymond C.K., Sham, Pak C., Gejman, Pablo V., Daly, Mark J., Dyer, Thomas D., Nho, Kwangsik, Nöthen, Markus M., Ikram, M. Arfan, Pimm, Jonathan, Shin, Jean, Mostert, Jeanette C., Alhusaini, Saud, Scott, Rodney J., Jablensky, Assen V., Strohmaier, Jana, Bastin, Mark E., Wang, Dai, Hakobjan, Marina M.H., Janowitz, Deborah, Cohen, Nadine, Quested, Digby, Essioux, Laurent, Greve, Douglas, Francks, Clyde, Milaneschi, Yuri, Glahn, David C., Grabe, Hans J., Degenhardt, Franziska, Heister, Angelien J.G.A.M., Riley, Brien P., van der Bruggeman, Marcel, Maier, Wolfgang, Andersson, Micael, Schnell, Knut, Carrera, Noa, Goldman, Aaron L., Mecocci, Patrizia, Mallar Chakravarty, Buccola, Nancy G., Adolfsson, Rolf, Toncheva, Draga, Boomsma, Dorret I., Fedko, Iryna O., Hartmann, Annette M., Murray, Robin M., Meier, Sandra, Liu, Jianjun, Adams, Hieab H.H., Mors, Ole, Franke, Lude, Olincy, Ann, Woldehawariat, Girma, Friedman, Joseph I., Kanai, Ryota, Khrunin, Andrey, Veijola, Juha, Lee, Phil, Luciano, Michelle, Renteria, Miguel E., Malhotra, Anil K., Myin-Germeys, Inez, Haukvik, Unn, Söderman, Erik, van der Lee, Sven J., Zielke, Ronald H., Kim, Yunjung, Wray, Naomi R., Gruber, Oliver, Lawrie, Stephen M., Chee Keong, Jimmy Lee, Nyberg, Lars, Olsen, Line, Soininen, Hilkka, Troncoso, Juan, Kalaydjieva, Luba, Weale, Michael E., Turner, Jessica A., Paunio, Tiina, Kloszewska, Iwona, Bramon, Elvira, Sanders, Alan R., Hansen, Mark, Chen, Ronald Y.L., White, Tonya, McCarroll, Steven A., Posthuma, Danielle, Darvasi, Ariel, Kwok, John B., Hardy, John, Curran, Joanne E., Corvin, Aiden, Romanczuk-Seiferth, Nina, McMahon, Katie L., Hamshere, Marian L., Wittfeld, Katharina, Duan, Jubao, Maher, Brion S., Assareh, Amelia A., Esko, Tõnu, Deary, Ian J., McCarley, Robert W., Williams, Nigel M., Nauck, Matthias, Thirumalai, Srinivas, Walters, James T.R., Weinberger, Daniel R., Toga, Arthur W., Collier, David A., Purcell, Shaun M., Gudnason, Vilmundur, Kennedy, James L., Lu, Lu, Cichon, Sven, Montgomery, Grant W., Zwiers, Marcel P, Ikeda, Masashi, Pers, Tune H., Sprooten, Emma, Kraemer, Bernd, Hoffmann, Per, Pantelis, Christos, Schmidt, Reinhold, van der Wee, Nic J.A., van Eijk, Kristel R., Cahn, Wiepke, Macare, Christine, Dinan, Timothy, Ebling, Maritza, Børglum, Anders D., Farrell, Martilias S., Hultman, Christina M., Nicodemus, Kristin K., Agerbo, Esben, Foroud, Tatiana M., Neale, Benjamin M., Legge, Sophie E., Hansell, Narelle K., Arfan Ikram, Papmeyer, Martina, Pausova, Zdenka, Hammer, Christian, Thalamuthu, Anbupalam, Andreassen, Ole A., Westman, Eric, Pato, Michele T., Trabzuni, Daniah, Calhoun, Vince D., Lubinski, Jan, Westlye, Lars T., So, Hon-Cheong, Giegling, Ina, Gershon, Elliot S., Kahn, René S., Neale, Michael C., Winkler, Anderson M., Bigdeli, Tim B., Bulik-Sullivan, Brendan, Nenadic, Igor, Weiser, Mark, Jia, Tianye, Strengman, Eric, Mattheisen, Manuel, Völzke, Henry, Veltman, Dick J., Kavanagh, David, Hansen, Thomas, Cuellar-Partida, Gabriel, McQuillin, Andrew, Wright, Margaret J., Schork, Andrew J., McMahon, Francis J., Cheng, Wei, Bohlken, Marc M., DeLisi, Lynn E., van der Marel, Saskia S.L., Smoller, Jordan W., Davis, Kenneth L., Georgieva, Lyudmila, Satizabal, Claudia L., Schwab, Sibylle G., Konte, Bettina, Subramaniam, Mythily, O'Callaghan, Eadbhard, Seshadri, Sudha, Bralten, Janita, de Haan, Lieuwe, Whelan, Christopher D., Karachanak-Yankova, Sena, Carr, Vaughan J., Gollub, Randy L., Wong, Emily H.M., Goldstein, Jacqueline I., Gopal, Srihari, Morris, Derek W., Teumer, Alexander, Wolen, Aaron R., Davies, Gareth E., Perez-Iglesias, Rocio, Brodaty, Henry, Petryshen, Tracey L., Guelfi, Sebastian, Cormican, Paul, Simmons, Andy, Mazoyer, Bernard, Roffman, Joshua L., Ausrele Kucinskiene, Zita, Lovestone, Simon, Ashbrook, David G., Genovese, Giulio, Becker, James T., Haroutunian, Vahram, Green, Robert C., Scolnick, Edward M., Salami, Alireza, Agartz, Ingrid, Hartman, Catharina A., Eriksson, Johan, Almasy, Laura, Ruderfer, Douglas M., Macek Jr, Milan, Risacher, Shannon L., Olde Loohuis, Loes M., Smith, Colin, Freimer, Nelson B., Buckner, Randy L., Begemann, Martin, Sachdev, Perminder S., Boks, Marco P., Walters, Raymond K., Oh, Sang-Yun, Wildenauer, Dieter B., Wormley, Brandon K., Armstrong, Nicola J., Li, Tao, Spencer, Chris C.A., Owen, Michael J., Williams, Stephanie, Julià, Antonio, Escott-Price, Valentina, Moran, Jennifer L., Blangero, John, Mortensen, Preben B., Buxbaum, Joseph D., Slominsky, Petr, Sim, Kang, Pulver, Ann E., de Zubicaray, Greig I., Jahanshad, Neda, Fischl, Bruce, Kelly, Brian J., Chauhan, Ganesh, Traynor, Bryan, Robert Cloninger, Schmidt, Helena, Bergen, Sarah E., den Braber, Anouk, Hager, Reinmar, and Waddington, John

Subjects
3. Good health
Abstract

Schizophrenia is a devastating psychiatric illness with high heritability. Brain structure and function differ, on average, between schizophrenia cases and healthy individuals. As common genetic associations are emerging for both schizophrenia and brain imaging phenotypes, we can now use genome-wide data to investigate genetic overlap. Here we integrated results from common variant studies of schizophrenia (33,636 cases, 43,008 controls) and volumes of several (mainly subcortical) brain structures (11,840 subjects). We did not find evidence of genetic overlap between schizophrenia risk and subcortical volume measures either at the level of common variant genetic architecture or for single genetic markers. The current study provides proof-of-concept (albeit based on a limited set of structural brain measures), and defines a roadmap for future studies investigating the genetic covariance between structural/functional brain phenotypes and risk for psychiatric disorders.

41. The genetic architecture of the human cerebral cortex.

Author

Grasby KL, Jahanshad N, Painter JN, Colodro-Conde L, Bralten J, Hibar DP, Lind PA, Pizzagalli F, Ching CRK, McMahon MAB, Shatokhina N, Zsembik LCP, Thomopoulos SI, Zhu AH, Strike LT, Agartz I, Alhusaini S, Almeida MAA, Alnæs D, Amlien IK, Andersson M, Ard T, Armstrong NJ, Ashley-Koch A, Atkins JR, Bernard M, Brouwer RM, Buimer EEL, Bülow R, Bürger C, Cannon DM, Chakravarty M, Chen Q, Cheung JW, Couvy-Duchesne B, Dale AM, Dalvie S, de Araujo TK, de Zubicaray GI, de Zwarte SMC, den Braber A, Doan NT, Dohm K, Ehrlich S, Engelbrecht HR, Erk S, Fan CC, Fedko IO, Foley SF, Ford JM, Fukunaga M, Garrett ME, Ge T, Giddaluru S, Goldman AL, Green MJ, Groenewold NA, Grotegerd D, Gurholt TP, Gutman BA, Hansell NK, Harris MA, Harrison MB, Haswell CC, Hauser M, Herms S, Heslenfeld DJ, Ho NF, Hoehn D, Hoffmann P, Holleran L, Hoogman M, Hottenga JJ, Ikeda M, Janowitz D, Jansen IE, Jia T, Jockwitz C, Kanai R, Karama S, Kasperaviciute D, Kaufmann T, Kelly S, Kikuchi M, Klein M, Knapp M, Knodt AR, Krämer B, Lam M, Lancaster TM, Lee PH, Lett TA, Lewis LB, Lopes-Cendes I, Luciano M, Macciardi F, Marquand AF, Mathias SR, Melzer TR, Milaneschi Y, Mirza-Schreiber N, Moreira JCV, Mühleisen TW, Müller-Myhsok B, Najt P, Nakahara S, Nho K, Olde Loohuis LM, Orfanos DP, Pearson JF, Pitcher TL, Pütz B, Quidé Y, Ragothaman A, Rashid FM, Reay WR, Redlich R, Reinbold CS, Repple J, Richard G, Riedel BC, Risacher SL, Rocha CS, Mota NR, Salminen L, Saremi A, Saykin AJ, Schlag F, Schmaal L, Schofield PR, Secolin R, Shapland CY, Shen L, Shin J, Shumskaya E, Sønderby IE, Sprooten E, Tansey KE, Teumer A, Thalamuthu A, Tordesillas-Gutiérrez D, Turner JA, Uhlmann A, Vallerga CL, van der Meer D, van Donkelaar MMJ, van Eijk L, van Erp TGM, van Haren NEM, van Rooij D, van Tol MJ, Veldink JH, Verhoef E, Walton E, Wang M, Wang Y, Wardlaw JM, Wen W, Westlye LT, Whelan CD, Witt SH, Wittfeld K, Wolf C, Wolfers T, Wu JQ, Yasuda CL, Zaremba D, Zhang Z, Zwiers MP, Artiges E, Assareh AA, Ayesa-Arriola R, Belger A, Brandt CL, Brown GG, Cichon S, Curran JE, Davies GE, Degenhardt F, Dennis MF, Dietsche B, Djurovic S, Doherty CP, Espiritu R, Garijo D, Gil Y, Gowland PA, Green RC, Häusler AN, Heindel W, Ho BC, Hoffmann WU, Holsboer F, Homuth G, Hosten N, Jack CR Jr, Jang M, Jansen A, Kimbrel NA, Kolskår K, Koops S, Krug A, Lim KO, Luykx JJ, Mathalon DH, Mather KA, Mattay VS, Matthews S, Mayoral Van Son J, McEwen SC, Melle I, Morris DW, Mueller BA, Nauck M, Nordvik JE, Nöthen MM, O'Leary DS, Opel N, Martinot MP, Pike GB, Preda A, Quinlan EB, Rasser PE, Ratnakar V, Reppermund S, Steen VM, Tooney PA, Torres FR, Veltman DJ, Voyvodic JT, Whelan R, White T, Yamamori H, Adams HHH, Bis JC, Debette S, Decarli C, Fornage M, Gudnason V, Hofer E, Ikram MA, Launer L, Longstreth WT, Lopez OL, Mazoyer B, Mosley TH, Roshchupkin GV, Satizabal CL, Schmidt R, Seshadri S, Yang Q, Alvim MKM, Ames D, Anderson TJ, Andreassen OA, Arias-Vasquez A, Bastin ME, Baune BT, Beckham JC, Blangero J, Boomsma DI, Brodaty H, Brunner HG, Buckner RL, Buitelaar JK, Bustillo JR, Cahn W, Cairns MJ, Calhoun V, Carr VJ, Caseras X, Caspers S, Cavalleri GL, Cendes F, Corvin A, Crespo-Facorro B, Dalrymple-Alford JC, Dannlowski U, de Geus EJC, Deary IJ, Delanty N, Depondt C, Desrivières S, Donohoe G, Espeseth T, Fernández G, Fisher SE, Flor H, Forstner AJ, Francks C, Franke B, Glahn DC, Gollub RL, Grabe HJ, Gruber O, Håberg AK, Hariri AR, Hartman CA, Hashimoto R, Heinz A, Henskens FA, Hillegers MHJ, Hoekstra PJ, Holmes AJ, Hong LE, Hopkins WD, Hulshoff Pol HE, Jernigan TL, Jönsson EG, Kahn RS, Kennedy MA, Kircher TTJ, Kochunov P, Kwok JBJ, Le Hellard S, Loughland CM, Martin NG, Martinot JL, McDonald C, McMahon KL, Meyer-Lindenberg A, Michie PT, Morey RA, Mowry B, Nyberg L, Oosterlaan J, Ophoff RA, Pantelis C, Paus T, Pausova Z, Penninx BWJH, Polderman TJC, Posthuma D, Rietschel M, Roffman JL, Rowland LM, Sachdev PS, Sämann PG, Schall U, Schumann G, Scott RJ, Sim K, Sisodiya SM, Smoller JW, Sommer IE, St Pourcain B, Stein DJ, Toga AW, Trollor JN, Van der Wee NJA, van 't Ent D, Völzke H, Walter H, Weber B, Weinberger DR, Wright MJ, Zhou J, Stein JL, Thompson PM, and Medland SE

Subjects
Attention Deficit Disorder with Hyperactivity genetics, Brain Mapping, Cognition, Genetic Loci, Genome-Wide Association Study, Humans, Magnetic Resonance Imaging, Organ Size genetics, Parkinson Disease genetics, Cerebral Cortex anatomy & histology, Genetic Variation
Abstract

The cerebral cortex underlies our complex cognitive capabilities, yet little is known about the specific genetic loci that influence human cortical structure. To identify genetic variants that affect cortical structure, we conducted a genome-wide association meta-analysis of brain magnetic resonance imaging data from 51,665 individuals. We analyzed the surface area and average thickness of the whole cortex and 34 regions with known functional specializations. We identified 199 significant loci and found significant enrichment for loci influencing total surface area within regulatory elements that are active during prenatal cortical development, supporting the radial unit hypothesis. Loci that affect regional surface area cluster near genes in Wnt signaling pathways, which influence progenitor expansion and areal identity. Variation in cortical structure is genetically correlated with cognitive function, Parkinson's disease, insomnia, depression, neuroticism, and attention deficit hyperactivity disorder., (Copyright © 2020 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works.)

Published
2020
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