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33 results on '"Roiz-Santianez, Roberto"'

1. Deep Learning for Quality Control of Subcortical Brain 3D Shape Models

Author

Petrov, Dmitry, Kuznetsov, Boris A. Gutman Egor, van Erp, Theo G. M., Turner, Jessica A., Schmaal, Lianne, Veltman, Dick, Wang, Lei, Alpert, Kathryn, Isaev, Dmitry, Zavaliangos-Petropulu, Artemis, Ching, Christopher R. K., Calhoun, Vince, Glahn, David, Satterthwaite, Theodore D., Andreassen, Ole Andreas, Borgwardt, Stefan, Howells, Fleur, Groenewold, Nynke, Voineskos, Aristotle, Radua, Joaquim, Potkin, Steven G., Crespo-Facorro, Benedicto, Tordesillas-Gutierrez, Diana, Shen, Li, Lebedeva, Irina, Spalletta, Gianfranco, Donohoe, Gary, Kochunov, Peter, Rosa, Pedro G. P., James, Anthony, Dannlowski, Udo, Baune, Bernhard T., Aleman, Andre, Gotlib, Ian H., Walter, Henrik, Walter, Martin, Soares, Jair C., Ehrlich, Stefan, Gur, Ruben C., Doan, N. Trung, Agartz, Ingrid, Westlye, Lars T., Harrisberger, Fabienne, Riecher-Rossler, Anita, Uhlmann, Anne, Stein, Dan J., Dickie, Erin W., Pomarol-Clotet, Edith, Fuentes-Claramonte, Paola, Canales-Rodriguez, Erick Jorge, Salvador, Raymond, Huang, Alexander J., Roiz-Santianez, Roberto, Cong, Shan, Tomyshev, Alexander, Piras, Fabrizio, Vecchio, Daniela, Banaj, Nerisa, Ciullo, Valentina, Hong, Elliot, Busatto, Geraldo, Zanetti, Marcus V., Serpa, Mauricio H., Cervenka, Simon, Kelly, Sinead, Grotegerd, Dominik, Sacchet, Matthew D., Veer, Ilya M., Li, Meng, Wu, Mon-Ju, Irungu, Benson, Walton, Esther, and Thompson, Paul M.

Subjects
Quantitative Biology - Neurons and Cognition
Abstract

We present several deep learning models for assessing the morphometric fidelity of deep grey matter region models extracted from brain MRI. We test three different convolutional neural net architectures (VGGNet, ResNet and Inception) over 2D maps of geometric features. Further, we present a novel geometry feature augmentation technique based on a parametric spherical mapping. Finally, we present an approach for model decision visualization, allowing human raters to see the areas of subcortical shapes most likely to be deemed of failing quality by the machine. Our training data is comprised of 5200 subjects from the ENIGMA Schizophrenia MRI cohorts, and our test dataset contains 1500 subjects from the ENIGMA Major Depressive Disorder cohorts. Our final models reduce human rater time by 46-70%. ResNet outperforms VGGNet and Inception for all of our predictive tasks., Comment: Accepted to Shape in Medical Imaging (ShapeMI) workshop at MICCAI 2018. arXiv admin note: substantial text overlap with arXiv:1707.06353

Published
2018

2. Machine Learning for Large-Scale Quality Control of 3D Shape Models in Neuroimaging

Author

Petrov, Dmitry, Gutman, Boris A., Shih-Hua, Yu, van Erp, Theo G. M., Turner, Jessica A., Schmaal, Lianne, Veltman, Dick, Wang, Lei, Alpert, Kathryn, Isaev, Dmitry, Zavaliangos-Petropulu, Artemis, Ching, Christopher R. K., Calhoun, Vince, Glahn, David, Satterthwaite, Theodore D., Andreasen, Ole Andreas, Borgwardt, Stefan, Howells, Fleur, Groenewold, Nynke, Voineskos, Aristotle, Radua, Joaquim, Potkin, Steven G., Crespo-Facorro, Benedicto, Tordesillas-Gutierrez, Diana, Shen, Li, Lebedeva, Irina, Spalletta, Gianfranco, Donohoe, Gary, Kochunov, Peter, Rosa, Pedro G. P., James, Anthony, Dannlowski, Udo, Baune, Bernhard T., Aleman, Andre, Gotlib, Ian H., Walter, Henrik, Walter, Martin, Soares, Jair C., Ehrlich, Stefan, Gur, Ruben C., Doan, N. Trung, Agartz, Ingrid, Westlye, Lars T., Harrisberger, Fabienne, Riecher-Rossler, Anita, Uhlmann, Anne, Stein, Dan J., Dickie, Erin W., Pomarol-Clotet, Edith, Fuentes-Claramonte, Paola, Canales-Rodriguez, Erick Jorge, Salvador, Raymond, Huang, Alexander J., Roiz-Santianez, Roberto, Cong, Shan, Tomyshev, Alexander, Piras, Fabrizio, Vecchio, Daniela, Banaj, Nerisa, Ciullo, Valentina, Hong, Elliot, Busatto, Geraldo, Zanetti, Marcus V., Serpa, Mauricio H., Cervenka, Simon, Kelly, Sinead, Grotegerd, Dominik, Sacchet, Matthew D., Veer, Ilya M., Li, Meng, Wu, Mon-Ju, Irungu, Benson, Walton, Esther, and Thompson, Paul M.

Subjects
Quantitative Biology - Quantitative Methods
Abstract

As very large studies of complex neuroimaging phenotypes become more common, human quality assessment of MRI-derived data remains one of the last major bottlenecks. Few attempts have so far been made to address this issue with machine learning. In this work, we optimize predictive models of quality for meshes representing deep brain structure shapes. We use standard vertex-wise and global shape features computed homologously across 19 cohorts and over 7500 human-rated subjects, training kernelized Support Vector Machine and Gradient Boosted Decision Trees classifiers to detect meshes of failing quality. Our models generalize across datasets and diseases, reducing human workload by 30-70\%, or equivalently hundreds of human rater hours for datasets of comparable size, with recall rates approaching inter-rater reliability., Comment: Arxiv version of the MICCAI 2017 Machine Learning in Medical Imaging workshop paper

Published
2017

3. Cortical Brain Abnormalities in 4474 Individuals With Schizophrenia and 5098 Control Subjects via the Enhancing Neuro Imaging Genetics Through Meta Analysis (ENIGMA) Consortium

Author

Farde, Lars, Flyckt, Lena, Engberg, Göran, Erhardt, Sophie, Fatouros-Bergman, Helena, Cervenka, Simon, Schwieler, Lilly, Piehl, Fredrik, Agartz, Ingrid, Collste, Karin, Victorsson, Pauliina, Malmqvist, Anna, Hedberg, Mikael, Orhan, Funda, van Erp, Theo G.M., Walton, Esther, Hibar, Derrek P., Schmaal, Lianne, Jiang, Wenhao, Glahn, David C., Pearlson, Godfrey D., Yao, Nailin, Fukunaga, Masaki, Hashimoto, Ryota, Okada, Naohiro, Yamamori, Hidenaga, Bustillo, Juan R., Clark, Vincent P., Mueller, Bryon A., Cahn, Wiepke, de Zwarte, Sonja M.C., Hulshoff Pol, Hilleke E., Kahn, René S., Ophoff, Roel A., van Haren, Neeltje E.M., Andreassen, Ole A., Dale, Anders M., Doan, Nhat Trung, Gurholt, Tiril P., Hartberg, Cecilie B., Haukvik, Unn K., Jørgensen, Kjetil N., Lagerberg, Trine V., Melle, Ingrid, Westlye, Lars T., Gruber, Oliver, Kraemer, Bernd, Richter, Anja, Zilles, David, Calhoun, Vince D., Crespo-Facorro, Benedicto, Roiz-Santiañez, Roberto, Tordesillas-Gutiérrez, Diana, Loughland, Carmel, Carr, Vaughan J., Catts, Stanley, Cropley, Vanessa L., Fullerton, Janice M., Green, Melissa J., Henskens, Frans A., Jablensky, Assen, Lenroot, Rhoshel K., Mowry, Bryan J., Michie, Patricia T., Pantelis, Christos, Quidé, Yann, Schall, Ulrich, Scott, Rodney J., Cairns, Murray J., Seal, Marc, Tooney, Paul A., Rasser, Paul E., Cooper, Gavin, Shannon Weickert, Cynthia, Weickert, Thomas W., Morris, Derek W., Hong, Elliot, Kochunov, Peter, Beard, Lauren M., Gur, Raquel E., Gur, Ruben C., Satterthwaite, Theodore D., Wolf, Daniel H., Belger, Aysenil, Brown, Gregory G., Ford, Judith M., Macciardi, Fabio, Mathalon, Daniel H., O’Leary, Daniel S., Potkin, Steven G., Preda, Adrian, Voyvodic, James, Lim, Kelvin O., McEwen, Sarah, Yang, Fude, Tan, Yunlong, Tan, Shuping, Wang, Zhiren, Fan, Fengmei, Chen, Jingxu, Xiang, Hong, Tang, Shiyou, Guo, Hua, Wan, Ping, Wei, Dong, Bockholt, Henry J., Ehrlich, Stefan, Wolthusen, Rick P.F., King, Margaret D., Shoemaker, Jody M., Sponheim, Scott R., De Haan, Lieuwe, Koenders, Laura, Machielsen, Marise W., van Amelsvoort, Therese, Veltman, Dick J., Assogna, Francesca, Banaj, Nerisa, de Rossi, Pietro, Iorio, Mariangela, Piras, Fabrizio, Spalletta, Gianfranco, McKenna, Peter J., Pomarol-Clotet, Edith, Salvador, Raymond, Corvin, Aiden, Donohoe, Gary, Kelly, Sinead, Whelan, Christopher D., Dickie, Erin W., Rotenberg, David, Voineskos, Aristotle N., Ciufolini, Simone, Radua, Joaquim, Dazzan, Paola, Murray, Robin, Reis Marques, Tiago, Simmons, Andrew, Borgwardt, Stefan, Egloff, Laura, Harrisberger, Fabienne, Riecher-Rössler, Anita, Smieskova, Renata, Alpert, Kathryn I., Wang, Lei, Jönsson, Erik G., Koops, Sanne, Sommer, Iris E.C., Bertolino, Alessandro, Bonvino, Aurora, Di Giorgio, Annabella, Neilson, Emma, Mayer, Andrew R., Stephen, Julia M., Kwon, Jun Soo, Yun, Je-Yeon, Cannon, Dara M., McDonald, Colm, Lebedeva, Irina, Tomyshev, Alexander S., Akhadov, Tolibjohn, Kaleda, Vasily, Busatto, Geraldo F., Rosa, Pedro G.P., Serpa, Mauricio H., Zanetti, Marcus V., Hoschl, Cyril, Skoch, Antonin, Spaniel, Filip, Tomecek, David, Hagenaars, Saskia P., McIntosh, Andrew M., Whalley, Heather C., Lawrie, Stephen M., Knöchel, Christian, Oertel-Knöchel, Viola, Stäblein, Michael, Howells, Fleur M., Stein, Dan J., Temmingh, Henk S., Uhlmann, Anne, Lopez-Jaramillo, Carlos, Dima, Danai, McMahon, Agnes, Faskowitz, Joshua I., Gutman, Boris A., Jahanshad, Neda, Thompson, Paul M., and Turner, Jessica A.

Published
2018
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4. Multi-center MRI prediction models: Predicting sex and illness course in first episode psychosis patients

Author

Nieuwenhuis, Mireille, Schnack, Hugo G., van Haren, Neeltje E., Lappin, Julia, Morgan, Craig, Reinders, Antje A., Gutierrez-Tordesillas, Diana, Roiz-Santiañez, Roberto, Schaufelberger, Maristela S., Rosa, Pedro G., Zanetti, Marcus V., Busatto, Geraldo F., Crespo-Facorro, Benedicto, McGorry, Patrick D., Velakoulis, Dennis, Pantelis, Christos, Wood, Stephen J., Kahn, René S., Mourao-Miranda, Janaina, and Dazzan, Paola

Published
2017
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18. Reply to: New Meta- and Mega-analyses of Magnetic Resonance Imaging Findings in Schizophrenia: Do They Really Increase Our Knowledge About the Nature of the Disease Process?

Author

Farde, Lars, Flyckt, Lena, Fatouros-Bergman, Helena, Cervenka, Simon, Agartz, Ingrid, Collste, Karin, Victorsson, Pauliina, Engberg, Göran, Erhardt, Sophie, Schwieler, Lilly, Malmqvist, Anna, Hedberg, Mikael, Orhan, Funda, Piehl, Fredrik, van Erp, Theo G.M., Walton, Esther, Hibar, Derrek P., Schmaal, Lianne, Jiang, Wenhao, Glahn, David C., Pearlson, Godfrey D., Yao, Nailin, Fukunaga, Masaki, Hashimoto, Ryota, Okada, Naohiro, Yamamori, Hidenaga, Clark, Vincent P., Mueller, Bryon A., de Zwarte, Sonja M.C., Ophoff, Roel A., van Haren, Neeltje E.M., Andreassen, Ole A., Gurholt, Tiril P., Gruber, Oliver, Kraemer, Bernd, Richter, Anja, Calhoun, Vince D., Crespo-Facorro, Benedicto, Roiz-Santiañez, Roberto, Tordesillas-Gutiérrez, Diana, Loughland, Carmel, Catts, Stanley, Fullerton, Janice M., Green, Melissa J., Henskens, Frans, Jablensky, Assen, Mowry, Bryan J., Pantelis, Christos, Quidé, Yann, Schall, Ulrich, Scott, Rodney J., Cairns, Murray J., Seal, Marc, Tooney, Paul A., Rasser, Paul E., Cooper, Gavin, Shannon Weickert, Cynthia, Weickert, Thomas W., Hong, Elliot, Kochunov, Peter, Gur, Raquel E., Gur, Ruben C., Ford, Judith M., Macciardi, Fabio, Mathalon, Daniel H., Potkin, Steven G., Preda, Adrian, Fan, Fengmei, Ehrlich, Stefan, King, Margaret D., De Haan, Lieuwe, Veltman, Dick J., Assogna, Francesca, Banaj, Nerisa, de Rossi, Pietro, Iorio, Mariangela, Piras, Fabrizio, Spalletta, Gianfranco, Pomarol-Clotet, Edith, Kelly, Sinead, Ciufolini, Simone, Radua, Joaquim, Murray, Robin, Marques, Tiago Reis, Simmons, Andrew, Borgwardt, Stefan, Schönborn-Harrisberger, Fabienne, Riecher-Rössler, Anita, Smieskova, Renata, Alpert, Kathryn I., Bertolino, Alessandro, Bonvino, Aurora, Di Giorgio, Annabella, Neilson, Emma, Mayer, Andrew R., Yun, Je-Yeon, Cannon, Dara M., Lebedeva, Irina, Tomyshev, Alexander S., Akhadov, Tolibjohn, Kaleda, Vasily, Rosa, Pedro G.P., Serpa, Mauricio H., Zanetti, Marcus V., Hoschl, Cyril, Skoch, Antonin, Spaniel, Filip, Tomecek, David, McIntosh, Andrew M., Whalley, Heather C., Knöchel, Christian, Oertel-Knöchel, Viola, Howells, Fleur M., Stein, Dan J., Temmingh, Henk S., Uhlmann, Anne, Lopez-Jaramillo, Carlos, Dima, Danai, Faskowitz, Joshua I., Gutman, Boris A., Jahanshad, Neda, Thompson, Paul M., and Turner, Jessica A.

Published
2019
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19. White matter integrity and cognitive impairment in first-episode psychosis

Author

Perez-Iglesias, Rocio, Tordesillas-Gutierrez, Diana, McGuire, Philip K., Barker, Gareth J., Roiz-Santianez, Roberto, Mata, Ignacio, Marco de Lucas, Enrique, Rodriguez-Sanchez, Jose Manuel, Ayesa-Arriola, Rosa, Vazquez-Barquero, Jose L., and Crespo-Facorro, Benedicto

Subjects
Cognition disorders -- Diagnosis, Cognition disorders -- Research, Cognition disorders -- Risk factors, Schizophrenia -- Complications and side effects, Schizophrenia -- Research, Health, Psychology and mental health
Abstract

Objective: Impaired cognitive function has been identified as a core feature of schizophrenia. However, a significant proportion of patients do not show any cognitive deficits. The aim of this study was to assess if there were differences in white matter integrity between patients with and without cognitive impairment. Method: A diffusion tensor imaging study and neurocognitive assessment were conducted in 49 patients with first-episode psychosis and 41 healthy comparison subjects. Subjects were assessed using the Continuous Performance Test, the Grooved Pegboard Test, the Rey Auditory Verbal Learning Test, and the Trail Making Test Part B. For each test, the patient sample was subdivided according to performance, with those scoring more than one standard deviation below the normative mean categorized as impaired. For each cognitive domain, white matter fractional anisotropy in deficit and non-deficit subgroups was compared using a voxel-based analysis. A nonparametric statistical method, controlling for multiple comparisons, was applied. Results: Impairment on the Trail Making Test Part B was associated with reduced fractional anisotropy in the right/left anterior thalamic radiation and inferior frontooccipital fasciculus, forceps minor, and left superior and inferior longitudinal fasciculi. Patients exhibiting Grooved Pegboard Test impairment showed reduced fractional anisotropy in the forceps minor, inferior fronto-occipital fasciculus, anterior thalamic radiation, and corticospinal and corticopontine tracts. Impaired performance on the Rey Auditory Verbal Learning Test and Continuous Performance Test was not associated with significant differences in fractional anisotropy. Conclusions: Deficits in executive and motor functioning in patients with first-episode psychosis are associated with reductions in white matter integrity in the major fasciculi that connect the frontal and temporal cortices as well as in pathways connecting cortical and subcortical regions. Their presence at the onset of illness, in minimally medicated patients, indicates that these findings are not attributable to effects of chronic illness or its treatment. (Am J Psychiatry 2010; 167:451-458) doi: 10.1176/appi.ajp.2009.09050716

Published
2010

20. 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

26. 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 Jr, 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

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 (rg=−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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27. Genetic influences on schizophrenia and subcortical brain volumes: large-scale proof-of-concept and roadmap for future studies

Author

Franke, Barbara, Stein, Jason L, Ripke, Stephan, Anttila, Verneri, Hibar, Derrek P, van Hulzen, Kimm J E, Arias-Vasquez, Alejandro, Smoller, Jordan W, Nichols, Thomas E, Neale, Michael C, McIntosh, Andrew M, Lee, Phil, McMahon, Francis J, Meyer-Lindenberg, Andreas, Mattheisen, Manuel, Andreassen, Ole A, Gruber, Oliver, Sachdev, Perminder S, Roiz-Santiañez, Roberto, Saykin, Andrew J, Ehrlich, Stefan, Mather, Karen A, Turner, Jessica A, Schwarz, Emanuel, Thalamuthu, Anbupalam, Shugart, Yin Yao, Ho, Yvonne YW, Martin, Nicholas G, Wright, Margaret J, O'Donovan, Michael C, Thompson, Paul M, Neale, Benjamin M, Medland, Sarah E, and Sullivan, Patrick F

Subjects
schizophrenia, MRI, brain imaging, genetics, GWAS, meta-analysis, endophenotype
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.

Published
2016
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31. The ENIGMA Consortium: large-scale collaborative analyses of neuroimaging and genetic data

Author

Thompson, Paul M., Stein, Jason L., Medland, Sarah E., Hibar, Derrek P., Vasquez, Alejandro Arias, Renteria, Miguel E., Toro, Roberto, Jahanshad, Neda, Schumann, Gunter, Franke, Barbara, Wright, Margaret J., Martin, Nicholas G., Agartz, Ingrid, Alda, Martin, Alhusaini, Saud, Almasy, Laura, Almeida, Jorge, Alpert, Kathryn, Andreasen, Nancy C., Andreassen, Ole A., Apostolova, Liana G., Appel, Katja, Armstrong, Nicola J., Aribisala, Benjamin, Bastin, Mark E., Bauer, Michael, Bearden, Carrie E., Bergmann, Ørjan, Binder, Elisabeth B., Blangero, John, Bockholt, Henry J., Bøen, Erlend, Bois, Catherine, Boomsma, Dorret I., Booth, Tom, Bowman, Ian J., Bralten, Janita, Brouwer, Rachel M., Brunner, Han G., Brohawn, David G., Buckner, Randy L., Buitelaar, Jan, Bulayeva, Kazima, Bustillo, Juan R., Calhoun, Vince D., Cannon, Dara M., Cantor, Rita M., Carless, Melanie A., Caseras, Xavier, Cavalleri, Gianpiero L., Chakravarty, M. Mallar, Chang, Kiki D., Ching, Christopher R. K., Christoforou, Andrea, Cichon, Sven, Clark, Vincent P., Conrod, Patricia, Coppola, Giovanni, Crespo-Facorro, Benedicto, Curran, Joanne E., Czisch, Michael, Deary, Ian J., de Geus, Eco J. C., den Braber, Anouk, Delvecchio, Giuseppe, Depondt, Chantal, de Haan, Lieuwe, de Zubicaray, Greig I., Dima, Danai, Dimitrova, Rali, Djurovic, Srdjan, Dong, Hongwei, Donohoe, Gary, Duggirala, Ravindranath, Dyer, Thomas D., Ehrlich, Stefan, Ekman, Carl Johan, Elvsåshagen, Torbjørn, Emsell, Louise, Erk, Susanne, Espeseth, Thomas, Fagerness, Jesen, Fears, Scott, Fedko, Iryna, Fernández, Guillén, Fisher, Simon E., Foroud, Tatiana, Fox, Peter T., Francks, Clyde, Frangou, Sophia, Frey, Eva Maria, Frodl, Thomas, Frouin, Vincent, Garavan, Hugh, Giddaluru, Sudheer, Glahn, David C., Godlewska, Beata, Goldstein, Rita Z., Gollub, Randy L., Grabe, Hans J., Grimm, Oliver, Gruber, Oliver, Guadalupe, Tulio, Gur, Raquel E., Gur, Ruben C., Göring, Harald H. H., Hagenaars, Saskia, Hajek, Tomas, Hall, Geoffrey B., Hall, Jeremy, Hardy, John, Hartman, Catharina A., Hass, Johanna, Hatton, Sean N., Haukvik, Unn K., Hegenscheid, Katrin, Heinz, Andreas, Hickie, Ian B., Ho, Beng-Choon, Hoehn, David, Hoekstra, Pieter J., Hollinshead, Marisa, Holmes, Avram J., Homuth, Georg, Hoogman, Martine, Hong, L. Elliot, Hosten, Norbert, Hottenga, Jouke-Jan, Hulshoff Pol, Hilleke E., Hwang, Kristy S., Jack, Clifford R., Jenkinson, Mark, Johnston, Caroline, Jönsson, Erik G., Kahn, René S., Kasperaviciute, Dalia, Kelly, Sinead, Kim, Sungeun, Kochunov, Peter, Koenders, Laura, Krämer, Bernd, Kwok, John B. J., Lagopoulos, Jim, Laje, Gonzalo, Landen, Mikael, Landman, Bennett A., Lauriello, John, Lawrie, Stephen M., Lee, Phil H., Le Hellard, Stephanie, Lemaître, Herve, Leonardo, Cassandra D., Li, Chiang-shan, Liberg, Benny, Liewald, David C., Liu, Xinmin, Lopez, Lorna M., Loth, Eva, Lourdusamy, Anbarasu, Luciano, Michelle, Macciardi, Fabio, Machielsen, Marise W. J., MacQueen, Glenda M., Malt, Ulrik F., Mandl, René, Manoach, Dara S., Martinot, Jean-Luc, Matarin, Mar, Mather, Karen A., Mattheisen, Manuel, Mattingsdal, Morten, Meyer-Lindenberg, Andreas, McDonald, Colm, McIntosh, Andrew M., McMahon, Francis J., McMahon, Katie L., Meisenzahl, Eva, Melle, Ingrid, Milaneschi, Yuri, Mohnke, Sebastian, Montgomery, Grant W., Morris, Derek W., Moses, Eric K., Mueller, Bryon A., Muñoz Maniega, Susana, Mühleisen, Thomas W., Müller-Myhsok, Bertram, Mwangi, Benson, Nauck, Matthias, Nho, Kwangsik, Nichols, Thomas E., Nilsson, Lars-Göran, Nugent, Allison C., Nyberg, Lars, Olvera, Rene L., Oosterlaan, Jaap, Ophoff, Roel A., Pandolfo, Massimo, Papalampropoulou-Tsiridou, Melina, Papmeyer, Martina, Paus, Tomas, Pausova, Zdenka, Pearlson, Godfrey D., Penninx, Brenda W., Peterson, Charles P., Pfennig, Andrea, Phillips, Mary, Pike, G. Bruce, Poline, Jean-Baptiste, Potkin, Steven G., Pütz, Benno, Ramasamy, Adaikalavan, Rasmussen, Jerod, Rietschel, Marcella, Rijpkema, Mark, Risacher, Shannon L., Roffman, Joshua L., Roiz-Santiañez, Roberto, Romanczuk-Seiferth, Nina, Rose, Emma J., Royle, Natalie A., Rujescu, Dan, Ryten, Mina, Sachdev, Perminder S., Salami, Alireza, Satterthwaite, Theodore D., Savitz, Jonathan, Saykin, Andrew J., Scanlon, Cathy, Schmaal, Lianne, Schnack, Hugo G., Schork, Andrew J., Schulz, S. Charles, Schür, Remmelt, Seidman, Larry, Shen, Li, Shoemaker, Jody M., Simmons, Andrew, Sisodiya, Sanjay M., Smith, Colin, Smoller, Jordan W., Soares, Jair C., Sponheim, Scott R., Sprooten, Emma, Starr, John M., Steen, Vidar M., Strakowski, Stephen, Strike, Lachlan, Sussmann, Jessika, Sämann, Philipp G., Teumer, Alexander, Toga, Arthur W., Tordesillas-Gutierrez, Diana, Trabzuni, Daniah, Trost, Sarah, Turner, Jessica, Van den Heuvel, Martijn, van der Wee, Nic J., van Eijk, Kristel, van Erp, Theo G. M., van Haren, Neeltje E. M., van ‘t Ent, Dennis, van Tol, Marie-Jose, Valdés Hernández, Maria C., Veltman, Dick J., Versace, Amelia, Völzke, Henry, Walker, Robert, Walter, Henrik, Wang, Lei, Wardlaw, Joanna M., Weale, Michael E., Weiner, Michael W., Wen, Wei, Westlye, Lars T., Whalley, Heather C., Whelan, Christopher D., White, Tonya, Winkler, Anderson M., Wittfeld, Katharina, Woldehawariat, Girma, Wolf, Christiane, Zilles, David, Zwiers, Marcel P., Thalamuthu, Anbupalam, Schofield, Peter R., Freimer, Nelson B., Lawrence, Natalia S., and Drevets, Wayne

Subjects
Genetics, MRI, GWAS, Consortium, Meta-analysis, Multi-site
Abstract

The Enhancing NeuroImaging Genetics through Meta-Analysis (ENIGMA) Consortium is a collaborative network of researchers working together on a range of large-scale studies that integrate data from 70 institutions worldwide. Organized into Working Groups that tackle questions in neuroscience, genetics, and medicine, ENIGMA studies have analyzed neuroimaging data from over 12,826 subjects. In addition, data from 12,171 individuals were provided by the CHARGE consortium for replication of findings, in a total of 24,997 subjects. By meta-analyzing results from many sites, ENIGMA has detected factors that affect the brain that no individual site could detect on its own, and that require larger numbers of subjects than any individual neuroimaging study has currently collected. ENIGMA’s first project was a genome-wide association study identifying common variants in the genome associated with hippocampal volume or intracranial volume. Continuing work is exploring genetic associations with subcortical volumes (ENIGMA2) and white matter microstructure (ENIGMA-DTI). Working groups also focus on understanding how schizophrenia, bipolar illness, major depression and attention deficit/hyperactivity disorder (ADHD) affect the brain. We review the current progress of the ENIGMA Consortium, along with challenges and unexpected discoveries made on the way.

Published
2014
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33. Surface Area Deficits in Schizophrenia: An ENIGMA Schizophrenia Working Group Meta-analysis

Author

Jiang, Wenhao, Walton, Esther, Turner, Jessica A., Glahn, David C., Haren, Neeltje, Spalletta, Gianfranco, Andreassen, Ole, Agartz, Ingrid, Machielsen, Marise, Potkin, Steven G., Satterthwaite, Theodore D., Gur, Ruben, Radua, Joaquim, Ehrlich, Stefan, Vince Calhoun, Roiz-Santianez, Roberto, Crespo-Facorro, Benedicto, Hashimoto, Ryota, Voineskos, Aristotle, Wang, Lei, Di Giorgio, Annabella, Kochunov, Peter, Donohoe, Gary, Kelly, Sinead, Gruber, Oliver, Flyckt, Lena, Kwon, Jun Soo, Lawrie, Stephen M., Neilson, Emma, Howells, Fleur, Spaniel, Filip, Thompson, Paul M., and Erp, Theo G. M.

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