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1. Cortical thickness across the lifespan: Data from 17,075 healthy individuals aged 3–90 years

Author: Frangou, S. (Sophia), Modabbernia, A. (Amirhossein), Williams, S.C.R. (Steven C. R.), Papachristou, E. (Efstathios), Doucet, G.E. (Gaelle E.), Agartz, I. (Ingrid), Aghajani, M. (Moji), Akudjedu, T.N. (Theophilus N.), Albajes-Eizagirre, A. (Anton), Alnæs, D. (Dag), Alpert, K. (Kathryn), Andersson, M. (Micael), Andreasen, N.C. (Nancy C.), Andreassen, O.A. (Ole), Asherson, P. (Philip), Banaschewski, T. (Tobias), Bargallo, N. (Nuria), Baumeister, S. (Sarah), Baur-Streubel, R. (Ramona), Bertolino, A. (Alessandro), Bonvino, A. (Aurora), Boomsma, D.I. (Dorret I.), Borgwardt, S. (Stefan), Bourque, J. (Josiane), Brandeis, D. (Daniel), Breier, A. (Alan), Brodaty, H. (Henry), Brouwer, R.M. (Rachel), Buitelaar, J.K. (Jan K.), Busatto, G.F. (Geraldo F.), Buckner, M., Calhoun, V.D. (Vince), Canales-Rodríguez, E.J. (Erick J.), Cannon, D.M. (Dara M.), Caseras, X. (Xavier), Castellanos, F.X. (Francisco X.), Cervenka, S. (Simon), Chaim-Avancini, T.M. (Tiffany M.), Ching, C.R.K. (Christopher), Chubar, V. (Victoria), Clark, V.P. (Vincent P.), Conrod, P. (Patricia), Conzelmann, A. (Annette), Crespo-Facorro, B. (Benedicto), Crivello, F. (Fabrice), Crone, E.A. (Eveline), Dale, A.M. (Anders), Davey, C.G. (Christopher), Geus, E.J.C. (Eco) de, Haan, L. (Lieuwe) de, Zubicaray, G.I. (Greig) de, Braber, A. (Anouk) den, Dickie, E.W. (Erin W.), Di Giorgio, A. (Annabella), Doan, N.T. (Nhat Trung), Dørum, E.S. (Erlend S.), Ehrlich, S.M. (Stefan), Erk, S., Espeseth, T. (Thomas), Fatouros-Bergman, H. (Helena), Fisher, S.E. (Simon), Fouche, J.-P. (Jean-Paul), Franke, B. (Barbara), Frodl, T. (Thomas), Fuentes-Claramonte, P. (Paola), Glahn, D.C. (David), Gotlib, I.H. (Ian H.), Grabe, H.J. (Hans Jörgen), Grimm, O. (Oliver), Groenewold, N.A. (Nynke A.), Grotegerd, D. (Dominik), Gruber, O. (Oliver), Gruner, P. (Patricia), Gur, R.E. (Rachel E.), Gur, R.C. (Ruben C.), Harrison, B.J. (Ben J.), Hartman, C.A. (Catharine A.), Hatton, W., Heinz, A. (Andreas), Heslenfeld, D.J. (Dirk), Hibar, D.P. (Derrek P.), Hickie, I.B. (Ian), Ho, B.-C. (Beng-Choon), Hoekstra, P.J. (Pieter), Hohmann, S. (Sarah), Holmes, A.J. (Avram J.), Hoogman, M. (Martine), Hosten, N. (Norbert), Howells, F.M. (Fleur M.), Hulshoff Pol, H.E. (Hilleke E.), Huyser, J. (Jochanan), Jahanshad, N. (Neda), James, A., Jernigan, T.L. (Terry L.), Jiang, J. (Jiyang), Jönsson, E.G. (Erik G.), Joska, J.A. (John A.), Kahn, R. (Rene), Kalnin, A. (Andrew), Kanai, R. (Ryota), Klein, M. (Marieke), Klyushnik, T.P. (Tatyana P.), Koenders, L. (Laura), Koops, S. (Sanne), Krämer, B. (Bernd), Kuntsi, J. (Jonna), Lagopoulos, J. (Jim), Lázaro, L. (Luisa), Lebedeva, I. (Irina), Lee, W.H. (Won Hee), Lesch, K.-P. (Klaus-Peter), Lochner, C. (Christine), Machielsen, M.W.J. (Marise), Maingault, S. (Sophie), Martin, N.G. (Nicholas G.), Martínez-Zalacaín, I. (Ignacio), Mataix-Cols, D. (David), Mazoyer, B. (Bernard), McDonald, C. (Colm), McDonald, B.C. (Brenna C.), McIntosh, A.M. (Andrew), McMahon, K.L. (Katie L.), McPhilemy, G. (Genevieve), Menchón, J.M. (José M.), Medland, S.E. (Sarah), Meyer-Lindenberg, A. (Andreas), Naaijen, J. (Jilly), Najt, P. (Pablo), Nakao, T. (Tomohiro), Nordvik, J.E. (Jan E.), Nyberg, L. (Lisa), Oosterlaan, J. (Jaap), de la Foz, V.O.-G. (Víctor Ortiz-García), Paloyelis, Y. (Yannis), Pauli, P. (Paul), Pergola, G. (Giulio), Pomarol-Clotet, E. (Edith), Portella, M.J. (Maria J.), Potkin, S.G. (Steven G.), Radua, J. (Joaquim), Reif, A. (Andreas), Rinker, D.A. (Daniel A.), Roffman, J.L. (Joshua), Rosa, P.G.P. (Pedro G. P.), Sacchet, M.D. (Matthew D.), Sachdev, P.S. (Perminder), Salvador, R. (Raymond), Sánchez-Juan, P. (Pascual), Sarró, S. (Salvador), Satterthwaite, T.D. (Theodore), Saykin, A.J. (Andrew), Serpa, M.H. (Mauricio H.), Schmaal, L. (Lianne), Schnell, K. (Kerry), Schumann, G. (Gunter), Sim, K. (Kang), Smoller, J.W., Sommer, I. (Iris), Soriano-Mas, C. (Carles), Stein, D.J. (Dan J.), Strike, L.T. (Lachlan), Swagerman, S.C. (Suzanne C.), Tamnes, C.K. (Christian K.), Temmingh, H.S. (Henk S.), Thomopoulos, S.I. (Sophia I.), Tomyshev, A.S. (Alexander S.), Tordesillas-Gutierrez, D. (Diana), Trollor, J., Turner, J.A. (Jessica A.), Uhlmann, A. (Anne), Heuvel, O.A. (Odile A.), van den Meer, D. (Dennis), Wee, N.J. (Nic) van der, van Haren, N.E.M. (Neeltje E. M.), Ent, D. (Dennis) van 't, Erp, T.G.M. (Theo G.) van, Veer, I.M. (Ilya), Veltman, D.J. (Dick), Voineskos, A. (Aristotle), Völzke, H. (Henry), Walter, H. (Henrik), Walton, E. (Esther), Wang, L. (Lei), Wang, Y. (Yang), Wassink, A.M.J. (Annemarie), Weber, B. (Bernd), Wen, W. (Wei), West, J.D. (John D.), Westlye, L.T. (Lars), Whalley, H. (Heather), Wierenga, L.M. (Lara M.), Wittfeld, K. (Katharina), Wolf, D.H. (Daniel H.), Worker, A. (Amanda), Wright, M.J. (Margaret J.), Yang, K. (Kun), Yoncheva, Y. (Yulyia), Zanetti, M.V. (Marcus V.), Ziegler, G.C. (Georg C.), Thompson, P.M. (Paul), Dima, D. (Danai), Frangou, S. (Sophia), Modabbernia, A. (Amirhossein), Williams, S.C.R. (Steven C. R.), Papachristou, E. (Efstathios), Doucet, G.E. (Gaelle E.), Agartz, I. (Ingrid), Aghajani, M. (Moji), Akudjedu, T.N. (Theophilus N.), Albajes-Eizagirre, A. (Anton), Alnæs, D. (Dag), Alpert, K. (Kathryn), Andersson, M. (Micael), Andreasen, N.C. (Nancy C.), Andreassen, O.A. (Ole), Asherson, P. (Philip), Banaschewski, T. (Tobias), Bargallo, N. (Nuria), Baumeister, S. (Sarah), Baur-Streubel, R. (Ramona), Bertolino, A. (Alessandro), Bonvino, A. (Aurora), Boomsma, D.I. (Dorret I.), Borgwardt, S. (Stefan), Bourque, J. (Josiane), Brandeis, D. (Daniel), Breier, A. (Alan), Brodaty, H. (Henry), Brouwer, R.M. (Rachel), Buitelaar, J.K. (Jan K.), Busatto, G.F. (Geraldo F.), Buckner, M., Calhoun, V.D. (Vince), Canales-Rodríguez, E.J. (Erick J.), Cannon, D.M. (Dara M.), Caseras, X. (Xavier), Castellanos, F.X. (Francisco X.), Cervenka, S. (Simon), Chaim-Avancini, T.M. (Tiffany M.), Ching, C.R.K. (Christopher), Chubar, V. (Victoria), Clark, V.P. (Vincent P.), Conrod, P. (Patricia), Conzelmann, A. (Annette), Crespo-Facorro, B. (Benedicto), Crivello, F. (Fabrice), Crone, E.A. (Eveline), Dale, A.M. (Anders), Davey, C.G. (Christopher), Geus, E.J.C. (Eco) de, Haan, L. (Lieuwe) de, Zubicaray, G.I. (Greig) de, Braber, A. (Anouk) den, Dickie, E.W. (Erin W.), Di Giorgio, A. (Annabella), Doan, N.T. (Nhat Trung), Dørum, E.S. (Erlend S.), Ehrlich, S.M. (Stefan), Erk, S., Espeseth, T. (Thomas), Fatouros-Bergman, H. (Helena), Fisher, S.E. (Simon), Fouche, J.-P. (Jean-Paul), Franke, B. (Barbara), Frodl, T. (Thomas), Fuentes-Claramonte, P. (Paola), Glahn, D.C. (David), Gotlib, I.H. (Ian H.), Grabe, H.J. (Hans Jörgen), Grimm, O. (Oliver), Groenewold, N.A. (Nynke A.), Grotegerd, D. (Dominik), Gruber, O. (Oliver), Gruner, P. (Patricia), Gur, R.E. (Rachel E.), Gur, R.C. (Ruben C.), Harrison, B.J. (Ben J.), Hartman, C.A. (Catharine A.), Hatton, W., Heinz, A. (Andreas), Heslenfeld, D.J. (Dirk), Hibar, D.P. (Derrek P.), Hickie, I.B. (Ian), Ho, B.-C. (Beng-Choon), Hoekstra, P.J. (Pieter), Hohmann, S. (Sarah), Holmes, A.J. (Avram J.), Hoogman, M. (Martine), Hosten, N. (Norbert), Howells, F.M. (Fleur M.), Hulshoff Pol, H.E. (Hilleke E.), Huyser, J. (Jochanan), Jahanshad, N. (Neda), James, A., Jernigan, T.L. (Terry L.), Jiang, J. (Jiyang), Jönsson, E.G. (Erik G.), Joska, J.A. (John A.), Kahn, R. (Rene), Kalnin, A. (Andrew), Kanai, R. (Ryota), Klein, M. (Marieke), Klyushnik, T.P. (Tatyana P.), Koenders, L. (Laura), Koops, S. (Sanne), Krämer, B. (Bernd), Kuntsi, J. (Jonna), Lagopoulos, J. (Jim), Lázaro, L. (Luisa), Lebedeva, I. (Irina), Lee, W.H. (Won Hee), Lesch, K.-P. (Klaus-Peter), Lochner, C. (Christine), Machielsen, M.W.J. (Marise), Maingault, S. (Sophie), Martin, N.G. (Nicholas G.), Martínez-Zalacaín, I. (Ignacio), Mataix-Cols, D. (David), Mazoyer, B. (Bernard), McDonald, C. (Colm), McDonald, B.C. (Brenna C.), McIntosh, A.M. (Andrew), McMahon, K.L. (Katie L.), McPhilemy, G. (Genevieve), Menchón, J.M. (José M.), Medland, S.E. (Sarah), Meyer-Lindenberg, A. (Andreas), Naaijen, J. (Jilly), Najt, P. (Pablo), Nakao, T. (Tomohiro), Nordvik, J.E. (Jan E.), Nyberg, L. (Lisa), Oosterlaan, J. (Jaap), de la Foz, V.O.-G. (Víctor Ortiz-García), Paloyelis, Y. (Yannis), Pauli, P. (Paul), Pergola, G. (Giulio), Pomarol-Clotet, E. (Edith), Portella, M.J. (Maria J.), Potkin, S.G. (Steven G.), Radua, J. (Joaquim), Reif, A. (Andreas), Rinker, D.A. (Daniel A.), Roffman, J.L. (Joshua), Rosa, P.G.P. (Pedro G. P.), Sacchet, M.D. (Matthew D.), Sachdev, P.S. (Perminder), Salvador, R. (Raymond), Sánchez-Juan, P. (Pascual), Sarró, S. (Salvador), Satterthwaite, T.D. (Theodore), Saykin, A.J. (Andrew), Serpa, M.H. (Mauricio H.), Schmaal, L. (Lianne), Schnell, K. (Kerry), Schumann, G. (Gunter), Sim, K. (Kang), Smoller, J.W., Sommer, I. (Iris), Soriano-Mas, C. (Carles), Stein, D.J. (Dan J.), Strike, L.T. (Lachlan), Swagerman, S.C. (Suzanne C.), Tamnes, C.K. (Christian K.), Temmingh, H.S. (Henk S.), Thomopoulos, S.I. (Sophia I.), Tomyshev, A.S. (Alexander S.), Tordesillas-Gutierrez, D. (Diana), Trollor, J., Turner, J.A. (Jessica A.), Uhlmann, A. (Anne), Heuvel, O.A. (Odile A.), van den Meer, D. (Dennis), Wee, N.J. (Nic) van der, van Haren, N.E.M. (Neeltje E. M.), Ent, D. (Dennis) van 't, Erp, T.G.M. (Theo G.) van, Veer, I.M. (Ilya), Veltman, D.J. (Dick), Voineskos, A. (Aristotle), Völzke, H. (Henry), Walter, H. (Henrik), Walton, E. (Esther), Wang, L. (Lei), Wang, Y. (Yang), Wassink, A.M.J. (Annemarie), Weber, B. (Bernd), Wen, W. (Wei), West, J.D. (John D.), Westlye, L.T. (Lars), Whalley, H. (Heather), Wierenga, L.M. (Lara M.), Wittfeld, K. (Katharina), Wolf, D.H. (Daniel H.), Worker, A. (Amanda), Wright, M.J. (Margaret J.), Yang, K. (Kun), Yoncheva, Y. (Yulyia), Zanetti, M.V. (Marcus V.), Ziegler, G.C. (Georg C.), Thompson, P.M. (Paul), and Dima, D. (Danai)
Abstract: Delineating the association of age and cortical thickness in healthy individuals is critical given the association of cortical thickness with cognition and behavior. Previous research has shown that robust estimates of the association between age and brain morphometry require large-scale studies. In response, we used cross-sectional data from 17,075 individuals aged 3–90 years from the Enhancing Neuroimaging Genetics through Meta-Analysis (ENIGMA) Consortium to infer age-related changes in cortical thickness. We used fractional polynomial (FP) regression to quantify the association between age and cortical thickness, and we computed normalized growth centiles using the parametric Lambda, Mu, and Sigma method. Interindividual variability was estimated using meta-analysis and one-way analysis of variance. For most regions, their highest cortical thickness value was observed in childhood. Age and cortical thickness showed a negative association; the slope was steeper up to the third decade of life and more gradual thereafter; notable exceptions to this general pattern were entorhinal, temporopolar, and anterior cingulate cortices. Interindividual variability was largest in temporal and frontal regions across the lifespan. Age and its FP combinations explained up to 59% variance in cortical thickness. These results may form the basis of further investigation on normative deviation in cortical thickness and its significance for behavioral and cognitive outcomes.
Published: 2021
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2. Subcortical volumes across the lifespan: Data from 18,605 healthy individuals aged 3–90 years

Author: Dima, D. (Danai), Modabbernia, A. (Amirhossein), Papachristou, E. (Efstathios), Doucet, G.E. (Gaelle E.), Agartz, I. (Ingrid), Aghajani, M. (Moji), Akudjedu, T.N. (Theophilus N.), Albajes-Eizagirre, A. (Anton), Alnæs, D. (Dag), Alpert, K. (Kathryn), Andersson, M. (Micael), Andreasen, N.C. (Nancy C.), Andreassen, O.A. (Ole), Asherson, P. (Philip), Banaschewski, T. (Tobias), Bargallo, N. (Nuria), Baumeister, S. (Sarah), Baur-Streubel, R. (Ramona), Bertolino, A. (Alessandro), Bonvino, A. (Aurora), Boomsma, D.I. (Dorret I.), Borgwardt, S. (Stefan), Bourque, J. (Josiane), Brandeis, D. (Daniel), Breier, A. (Alan), Brodaty, H. (Henry), Brouwer, R.M. (Rachel), Buitelaar, J.K. (Jan K.), Busatto, G.F. (Geraldo F.), Buckner, M., Calhoun, V.D. (Vince), Canales-Rodríguez, E.J. (Erick J.), Cannon, D.M. (Dara M.), Caseras, X. (Xavier), Castellanos, F.X. (Francisco X.), Cervenka, S. (Simon), Chaim-Avancini, T.M. (Tiffany M.), Ching, C.R.K. (Christopher), Chubar, V. (Victoria), Clark, V.P. (Vincent P.), Conrod, P. (Patricia), Conzelmann, A. (Annette), Crespo-Facorro, B. (Benedicto), Crivello, F. (Fabrice), Crone, E.A. (Eveline), Dale, A.M. (Anders), Davey, C.G. (Christopher), Geus, E.J.C. (Eco) de, Haan, L. (Lieuwe) de, Zubicaray, G.I. (Greig) de, Braber, A. (Anouk) den, Dickie, E.W. (Erin W.), Di Giorgio, A. (Annabella), Doan, N.T. (Nhat Trung), Dørum, E.S. (Erlend S.), Ehrlich, S.M. (Stefan), Erk, S., Espeseth, T. (Thomas), Fatouros-Bergman, H. (Helena), Fisher, S.E. (Simon), Fouche, J.-P. (Jean-Paul), Franke, B. (Barbara), Frodl, T. (Thomas), Fuentes-Claramonte, P. (Paola), Glahn, D.C. (David), Gotlib, I.H. (Ian H.), Grabe, H.J. (Hans Jörgen), Grimm, O. (Oliver), Groenewold, N.A. (Nynke A.), Grotegerd, D. (Dominik), Gruber, O. (Oliver), Gruner, P. (Patricia), Gur, R.E. (Rachel E.), Gur, R.C. (Ruben C.), Harrison, B.J. (Ben J.), Hartman, C.A. (Catharine A.), Hatton, W., Heinz, A. (Andreas), Heslenfeld, D.J. (Dirk), Hibar, D.P. (Derrek P.), Hickie, I.B. (Ian), Ho, B.-C. (Beng-Choon), Hoekstra, P.J. (Pieter), Hohmann, S. (Sarah), Holmes, A.J. (Avram J.), Hoogman, M. (Martine), Hosten, N. (Norbert), Howells, F.M. (Fleur M.), Hulshoff Pol, H.E. (Hilleke E.), Huyser, J. (Jochanan), Jahanshad, N. (Neda), James, A., Jernigan, T.L. (Terry L.), Jiang, J. (Jiyang), Jönsson, E.G. (Erik G.), Joska, J.A. (John A.), Kahn, R. (Rene), Kalnin, A. (Andrew), Kanai, R. (Ryota), Klein, M. (Marieke), Klyushnik, T.P. (Tatyana P.), Koenders, L. (Laura), Koops, S. (Sanne), Krämer, B. (Bernd), Kuntsi, J. (Jonna), Lagopoulos, J. (Jim), Lázaro, L. (Luisa), Lebedeva, I. (Irina), Lee, W.H. (Won Hee), Lesch, K.-P. (Klaus-Peter), Lochner, C. (Christine), Machielsen, M.W.J. (Marise), Maingault, S. (Sophie), Martin, N.G. (Nicholas G.), Martínez-Zalacaín, I. (Ignacio), Mataix-Cols, D. (David), Mazoyer, B. (Bernard), McDonald, C. (Colm), McDonald, B.C. (Brenna C.), McIntosh, A.M. (Andrew), McMahon, K.L. (Katie L.), McPhilemy, G. (Genevieve), Menchón, J.M. (José M.), Medland, S.E. (Sarah), Meyer-Lindenberg, A. (Andreas), Naaijen, J. (Jilly), Najt, P. (Pablo), Nakao, T. (Tomohiro), Nordvik, J.E. (Jan E.), Nyberg, L., Oosterlaan, J. (Jaap), de la Foz, V.O.-G. (Víctor Ortiz-García), Paloyelis, Y. (Yannis), Pauli, P. (Paul), Pergola, G. (Giulio), Pomarol-Clotet, E. (Edith), Portella, M.J. (Maria J.), Potkin, S.G. (Steven G.), Radua, J. (Joaquim), Reif, A. (Andreas), Rinker, D.A. (Daniel A.), Roffman, J.L. (Joshua), Rosa, P.G.P. (Pedro G. P.), Sacchet, M.D. (Matthew D.), Sachdev, P.S. (Perminder), Salvador, R. (Raymond), Sánchez-Juan, P. (Pascual), Sarró, S. (Salvador), Satterthwaite, T.D. (Theodore), Saykin, A.J. (Andrew), Serpa, M.H. (Mauricio H.), Schmaal, L. (Lianne), Schnell, K. (Kerry), Schumann, G. (Gunter), Sim, K. (Kang), Smoller, J.W., Sommer, I. (Iris), Soriano-Mas, C. (Carles), Stein, D.J. (Dan J.), Strike, L.T. (Lachlan), Swagerman, S.C. (Suzanne C.), Tamnes, C.K. (Christian K.), Temmingh, H.S. (Henk S.), Thomopoulos, S.I. (Sophia I.), Tomyshev, A.S. (Alexander S.), Tordesillas-Gutierrez, D. (Diana), Trollor, J., Turner, J.A. (Jessica A.), Uhlmann, A. (Anne), Heuvel, O.A. (Odile A.), van den Meer, D. (Dennis), Wee, N.J. (Nic) van der, van Haren, N.E.M. (Neeltje E. M.), van't Ent, D. (Dennis), Erp, T.G.M. (Theo G.) van, Veer, I.M. (Ilya), Veltman, D.J. (Dick), Voineskos, A. (Aristotle), Völzke, H. (Henry), Walter, H. (Henrik), Walton, E. (Esther), Wang, L. (Lei), Wang, Y. (Yang), Wassink, A.M.J. (Annemarie), Weber, B. (Bernd), Wen, W. (Wei), West, J.D. (John D.), Westlye, L.T. (Lars), Whalley, H. (Heather), Wierenga, L.M. (Lara M.), Williams, S.C.R. (Steven C. R.), Wittfeld, K. (Katharina), Wolf, D.H. (Daniel H.), Worker, A. (Amanda), Wright, M.J. (Margaret J.), Yang, K. (Kun), Yoncheva, Y. (Yulyia), Zanetti, M.V. (Marcus V.), Ziegler, G.C. (Georg C.), Thompson, P.M. (Paul), Frangou, S. (Sophia), Dima, D. (Danai), Modabbernia, A. (Amirhossein), Papachristou, E. (Efstathios), Doucet, G.E. (Gaelle E.), Agartz, I. (Ingrid), Aghajani, M. (Moji), Akudjedu, T.N. (Theophilus N.), Albajes-Eizagirre, A. (Anton), Alnæs, D. (Dag), Alpert, K. (Kathryn), Andersson, M. (Micael), Andreasen, N.C. (Nancy C.), Andreassen, O.A. (Ole), Asherson, P. (Philip), Banaschewski, T. (Tobias), Bargallo, N. (Nuria), Baumeister, S. (Sarah), Baur-Streubel, R. (Ramona), Bertolino, A. (Alessandro), Bonvino, A. (Aurora), Boomsma, D.I. (Dorret I.), Borgwardt, S. (Stefan), Bourque, J. (Josiane), Brandeis, D. (Daniel), Breier, A. (Alan), Brodaty, H. (Henry), Brouwer, R.M. (Rachel), Buitelaar, J.K. (Jan K.), Busatto, G.F. (Geraldo F.), Buckner, M., Calhoun, V.D. (Vince), Canales-Rodríguez, E.J. (Erick J.), Cannon, D.M. (Dara M.), Caseras, X. (Xavier), Castellanos, F.X. (Francisco X.), Cervenka, S. (Simon), Chaim-Avancini, T.M. (Tiffany M.), Ching, C.R.K. (Christopher), Chubar, V. (Victoria), Clark, V.P. (Vincent P.), Conrod, P. (Patricia), Conzelmann, A. (Annette), Crespo-Facorro, B. (Benedicto), Crivello, F. (Fabrice), Crone, E.A. (Eveline), Dale, A.M. (Anders), Davey, C.G. (Christopher), Geus, E.J.C. (Eco) de, Haan, L. (Lieuwe) de, Zubicaray, G.I. (Greig) de, Braber, A. (Anouk) den, Dickie, E.W. (Erin W.), Di Giorgio, A. (Annabella), Doan, N.T. (Nhat Trung), Dørum, E.S. (Erlend S.), Ehrlich, S.M. (Stefan), Erk, S., Espeseth, T. (Thomas), Fatouros-Bergman, H. (Helena), Fisher, S.E. (Simon), Fouche, J.-P. (Jean-Paul), Franke, B. (Barbara), Frodl, T. (Thomas), Fuentes-Claramonte, P. (Paola), Glahn, D.C. (David), Gotlib, I.H. (Ian H.), Grabe, H.J. (Hans Jörgen), Grimm, O. (Oliver), Groenewold, N.A. (Nynke A.), Grotegerd, D. (Dominik), Gruber, O. (Oliver), Gruner, P. (Patricia), Gur, R.E. (Rachel E.), Gur, R.C. (Ruben C.), Harrison, B.J. (Ben J.), Hartman, C.A. (Catharine A.), Hatton, W., Heinz, A. (Andreas), Heslenfeld, D.J. (Dirk), Hibar, D.P. (Derrek P.), Hickie, I.B. (Ian), Ho, B.-C. (Beng-Choon), Hoekstra, P.J. (Pieter), Hohmann, S. (Sarah), Holmes, A.J. (Avram J.), Hoogman, M. (Martine), Hosten, N. (Norbert), Howells, F.M. (Fleur M.), Hulshoff Pol, H.E. (Hilleke E.), Huyser, J. (Jochanan), Jahanshad, N. (Neda), James, A., Jernigan, T.L. (Terry L.), Jiang, J. (Jiyang), Jönsson, E.G. (Erik G.), Joska, J.A. (John A.), Kahn, R. (Rene), Kalnin, A. (Andrew), Kanai, R. (Ryota), Klein, M. (Marieke), Klyushnik, T.P. (Tatyana P.), Koenders, L. (Laura), Koops, S. (Sanne), Krämer, B. (Bernd), Kuntsi, J. (Jonna), Lagopoulos, J. (Jim), Lázaro, L. (Luisa), Lebedeva, I. (Irina), Lee, W.H. (Won Hee), Lesch, K.-P. (Klaus-Peter), Lochner, C. (Christine), Machielsen, M.W.J. (Marise), Maingault, S. (Sophie), Martin, N.G. (Nicholas G.), Martínez-Zalacaín, I. (Ignacio), Mataix-Cols, D. (David), Mazoyer, B. (Bernard), McDonald, C. (Colm), McDonald, B.C. (Brenna C.), McIntosh, A.M. (Andrew), McMahon, K.L. (Katie L.), McPhilemy, G. (Genevieve), Menchón, J.M. (José M.), Medland, S.E. (Sarah), Meyer-Lindenberg, A. (Andreas), Naaijen, J. (Jilly), Najt, P. (Pablo), Nakao, T. (Tomohiro), Nordvik, J.E. (Jan E.), Nyberg, L., Oosterlaan, J. (Jaap), de la Foz, V.O.-G. (Víctor Ortiz-García), Paloyelis, Y. (Yannis), Pauli, P. (Paul), Pergola, G. (Giulio), Pomarol-Clotet, E. (Edith), Portella, M.J. (Maria J.), Potkin, S.G. (Steven G.), Radua, J. (Joaquim), Reif, A. (Andreas), Rinker, D.A. (Daniel A.), Roffman, J.L. (Joshua), Rosa, P.G.P. (Pedro G. P.), Sacchet, M.D. (Matthew D.), Sachdev, P.S. (Perminder), Salvador, R. (Raymond), Sánchez-Juan, P. (Pascual), Sarró, S. (Salvador), Satterthwaite, T.D. (Theodore), Saykin, A.J. (Andrew), Serpa, M.H. (Mauricio H.), Schmaal, L. (Lianne), Schnell, K. (Kerry), Schumann, G. (Gunter), Sim, K. (Kang), Smoller, J.W., Sommer, I. (Iris), Soriano-Mas, C. (Carles), Stein, D.J. (Dan J.), Strike, L.T. (Lachlan), Swagerman, S.C. (Suzanne C.), Tamnes, C.K. (Christian K.), Temmingh, H.S. (Henk S.), Thomopoulos, S.I. (Sophia I.), Tomyshev, A.S. (Alexander S.), Tordesillas-Gutierrez, D. (Diana), Trollor, J., Turner, J.A. (Jessica A.), Uhlmann, A. (Anne), Heuvel, O.A. (Odile A.), van den Meer, D. (Dennis), Wee, N.J. (Nic) van der, van Haren, N.E.M. (Neeltje E. M.), van't Ent, D. (Dennis), Erp, T.G.M. (Theo G.) van, Veer, I.M. (Ilya), Veltman, D.J. (Dick), Voineskos, A. (Aristotle), Völzke, H. (Henry), Walter, H. (Henrik), Walton, E. (Esther), Wang, L. (Lei), Wang, Y. (Yang), Wassink, A.M.J. (Annemarie), Weber, B. (Bernd), Wen, W. (Wei), West, J.D. (John D.), Westlye, L.T. (Lars), Whalley, H. (Heather), Wierenga, L.M. (Lara M.), Williams, S.C.R. (Steven C. R.), Wittfeld, K. (Katharina), Wolf, D.H. (Daniel H.), Worker, A. (Amanda), Wright, M.J. (Margaret J.), Yang, K. (Kun), Yoncheva, Y. (Yulyia), Zanetti, M.V. (Marcus V.), Ziegler, G.C. (Georg C.), Thompson, P.M. (Paul), and Frangou, S. (Sophia)
Abstract: Age has a major effect on brain volume. However, the normative studies available are constrained by small sample sizes, restricted age coverage and significant methodological variability. These limitations introduce inconsistencies and may obscure or distort the lifespan trajectories of brain morphometry. In response, we capitalized on the resources of the Enhancing Neuroimaging Genetics through Meta-Analysis (ENIGMA) Consortium to examine age-related trajectories inferred from cross-sectional measures of the ventricles, the basal ganglia (caudate, putamen, pallidum, and nucleus accumbens), the thalamus, hippocampus and amygdala using magnetic resonance imaging data obtained from 18,605 individuals aged 3–90 years. All subcortical structure volumes were at their maximum value early in life. The volume of the basal ganglia showed a monotonic negative association with age thereafter; there was no significant association between age and the volumes of the thalamus, amygdala and the hippocampus (with some degree of decline in thalamus) until the sixth decade of life after which they also showed a steep negative association with age. The lateral ventricles showed continuous enlargement throughout the lifespan. Age was positively associated with inter-individual variability in the hippocampus and amygdala and the lateral ventricles. These results were robust to potential confounders and could be used to examine the functional significance of deviations from typical age-related morphometric patterns.
Published: 2020
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3. ENIGMA and global neuroscience: A decade of large-scale studies of the brain in health and disease across more than 40 countries

Author: Thompson, P.M. (Paul), Jahanshad, N. (Neda), Ching, C.R.K. (Christopher), Salminen, L.E. (Lauren E.), Thomopoulos, S.I. (Sophia I.), Bright, J. (Joanna), Baune, B.T., Bertolín, S. (Sara), Bralten, L.B.C. (Linda), Bruin, W.B. (Willem B.), Bülow, R. (Robin), Chen, J. (Jian), Chye, Y. (Yann), Dannlowski, U. (Udo), de Kovel, C.G.F. (Carolien G F), Donohoe, D.J. (Dennis), Eyler, L.T. (Lisa T.), Faraone, S.V. (Stephen), Favre, P. (Pauline), Filippi, C.A. (Courtney A.), Frodl, T. (Thomas), Garijo, D. (Daniel), Gil, Y. (Yolanda), Grabe, H.J. (Hans Jörgen), Grasby, K.L. (Katrina L.), Hajek, T. (Tomas), Han, L.K.M. (Laura K M), Hatton, W., Hilbert, K. (Kevin), Ho, T.C. (Tiffany C.), Holleran, L. (Laurena), Homuth, G. (Georg), Hosten, N. (Norbert), Houenou, J. (Josselin), Ivanov, I. (Iliyan), Jia, T. (Tianye), Kelly, S. (Sinead), Klein, M. (Marieke), Kwon, J.S. (Jun Soo), Laansma, M.A. (Max A.), Leerssen, J. (Jeanne), Lueken, U. (Ulrike), Nunes, A. (Abraham), Neill, J.O. (Joseph O'), Opel, N. (Nils), Piras, F. (Fabrizio), Piras, F. (Federica), Postema, M.C. (Merel C.), Pozzi, E. (Elena), Shatokhina, N. (Natalia), Soriano-Mas, C. (Carles), Spalletta, G. (Gianfranco), Sun, D. (Daqiang), Teumer, A. (Alexander), Tilot, A.K. (Amanda K.), Tozzi, L. (Leonardo), van der Merwe, C. (Celia), Someren, E.J.W. (Eus) van, van Wingen, G.A. (Guido A.), Völzke, H. (Henry), Walton, E. (Esther), Wang, L. (Lei), Winkler, A.M. (Anderson), Wittfeld, K. (Katharina), Wright, M.J. (Margaret), Yun, J.-Y. (Je-Yeon), Zhang, G. (Guohao), Zhang-James, Y. (Yanli), Adhikari, B.M. (Bhim M.), Agartz, I. (Ingrid), Aghajani, M. (Moji), Aleman, A. (André), Althoff, R.R. (Robert R.), Altmann, A. (A.), Andreassen, O.A. (Ole), Baron, D.A. (David A.), Bartnik-Olson, B.L. (Brenda L.), Marie Bas-Hoogendam, J. (Janna), Baskin-Sommers, A.R. (Arielle R.), Bearden, C.E. (Carrie), Berner, L.A. (Laura A.), Boedhoe, P.S.W. (Premika S W), Brouwer, R.M. (Rachel), Buitelaar, J.K. (Jan), Caeyenberghs, K. (Karen), Cecil, C.A.M. (Charlotte), Cohen, R.A. (Ronald A.), Cole, J.H. (James H.), Conrod, P. (Patricia), De Brito, S.A. (Stephane A.), de Zwarte, S.M.C. (Sonja M C), Dennis, E.L. (Emily L.), Desrivieres, S. (Sylvane), Dima, D. (Danai), Ehrlich, S.M. (Stefan), Esopenko, C. (Carrie), Fairchild, G. (Graeme), Fisher, S.E. (Simon), Fouche, J.-P. (Jean-Paul), Francks, C. (Clyde), Frangou, S. (Sophia), Franke, B. (Barbara), Garavan, H.P. (Hugh P.), Glahn, D.C. (David), Groenewold, N.A. (Nynke A.), Gurholt, T.P. (Tiril P.), Gutman, B.A. (Boris A.), Hahn, T. (Tim), Harding, I.H. (Ian H.), Hernaus, D. (Dennis), Hibar, D.P. (Derrek P.), Hillary, F.G. (Frank G.), Hoogman, M. (Martine), Hulshoff Pol, H.E. (Hilleke E.), Jalbrzikowski, M. (Maria), Karkashadze, G.A. (George A.), Klapwijk, E.T. (Eduard T.), Knickmeyer, R.C. (Rebecca C.), Kochunov, P. (Peter), Koerte, I.K. (Inga K.), Kong, X.-Z. (Xiang-Zhen), Liew, S.-L. (Sook-Lei), Lin, A.P. (Alexander P.), Logue, M.W. (Mark W.), Luders, E. (Eileen), Macciardi, F. (Fabio), Mackey, S. (Scott), Mayer, A.R. (Andrew R.), McDonald, C.R. (Carrie R.), McMahon, A.B. (Agnes B.), Medland, S.E. (Sarah), Modinos, G. (Gemma), Morey, R.A. (Rajendra A.), Mueller, S.C. (Sven C.), Mukherjee, P. (Pratik), Namazova-Baranova, L. (L.), Nir, T.M. (Talia M.), Olsen, A. (Alexander), Paschou, P. (Peristera), Pine, D.S. (Daniel S.), Pizzagalli, F. (Fabrizio), Rentería, M.E. (Miguel), Rohrer, J.D. (Jonathan D.), Sämann, P.G. (Philipp), Schmaal, L. (Lianne), Schumann, G. (Gunter), Shiroishi, M.S. (Mark S.), Sisodiya, S.M. (Sanjay), Smit, D.J.A. (Dirk J A), Sønderby, I.E. (Ida E.), Stein, D.J. (Dan J.), Stein, J.L., Tahmasian, M. (Masoud), Tate, D.F. (David F.), Turner, J. (Jessica), Heuvel, O.A. (Odile A.), Wee, N.J. (Nic) van der, van der Werf, Y.D. (Ysbrand), Erp, T.G.M. (Theo G.) van, van Haren, N.E.M. (Neeltje E M), van Rooij, D. (Daan), Van Velzen, L.S., Veer, I.M. (Ilya), Veltman, D.J. (Dick), Villalon-Reina, J.E. (Julio E.), Walter, H.J. (Henrik), Whelan, C.D. (Christopher), Wilde, E.A. (Elisabeth A.), Zarei, M. (Mojtaba), Zelman, V. (Vladimir), Thompson, P.M. (Paul), Jahanshad, N. (Neda), Ching, C.R.K. (Christopher), Salminen, L.E. (Lauren E.), Thomopoulos, S.I. (Sophia I.), Bright, J. (Joanna), Baune, B.T., Bertolín, S. (Sara), Bralten, L.B.C. (Linda), Bruin, W.B. (Willem B.), Bülow, R. (Robin), Chen, J. (Jian), Chye, Y. (Yann), Dannlowski, U. (Udo), de Kovel, C.G.F. (Carolien G F), Donohoe, D.J. (Dennis), Eyler, L.T. (Lisa T.), Faraone, S.V. (Stephen), Favre, P. (Pauline), Filippi, C.A. (Courtney A.), Frodl, T. (Thomas), Garijo, D. (Daniel), Gil, Y. (Yolanda), Grabe, H.J. (Hans Jörgen), Grasby, K.L. (Katrina L.), Hajek, T. (Tomas), Han, L.K.M. (Laura K M), Hatton, W., Hilbert, K. (Kevin), Ho, T.C. (Tiffany C.), Holleran, L. (Laurena), Homuth, G. (Georg), Hosten, N. (Norbert), Houenou, J. (Josselin), Ivanov, I. (Iliyan), Jia, T. (Tianye), Kelly, S. (Sinead), Klein, M. (Marieke), Kwon, J.S. (Jun Soo), Laansma, M.A. (Max A.), Leerssen, J. (Jeanne), Lueken, U. (Ulrike), Nunes, A. (Abraham), Neill, J.O. (Joseph O'), Opel, N. (Nils), Piras, F. (Fabrizio), Piras, F. (Federica), Postema, M.C. (Merel C.), Pozzi, E. (Elena), Shatokhina, N. (Natalia), Soriano-Mas, C. (Carles), Spalletta, G. (Gianfranco), Sun, D. (Daqiang), Teumer, A. (Alexander), Tilot, A.K. (Amanda K.), Tozzi, L. (Leonardo), van der Merwe, C. (Celia), Someren, E.J.W. (Eus) van, van Wingen, G.A. (Guido A.), Völzke, H. (Henry), Walton, E. (Esther), Wang, L. (Lei), Winkler, A.M. (Anderson), Wittfeld, K. (Katharina), Wright, M.J. (Margaret), Yun, J.-Y. (Je-Yeon), Zhang, G. (Guohao), Zhang-James, Y. (Yanli), Adhikari, B.M. (Bhim M.), Agartz, I. (Ingrid), Aghajani, M. (Moji), Aleman, A. (André), Althoff, R.R. (Robert R.), Altmann, A. (A.), Andreassen, O.A. (Ole), Baron, D.A. (David A.), Bartnik-Olson, B.L. (Brenda L.), Marie Bas-Hoogendam, J. (Janna), Baskin-Sommers, A.R. (Arielle R.), Bearden, C.E. (Carrie), Berner, L.A. (Laura A.), Boedhoe, P.S.W. (Premika S W), Brouwer, R.M. (Rachel), Buitelaar, J.K. (Jan), Caeyenberghs, K. (Karen), Cecil, C.A.M. (Charlotte), Cohen, R.A. (Ronald A.), Cole, J.H. (James H.), Conrod, P. (Patricia), De Brito, S.A. (Stephane A.), de Zwarte, S.M.C. (Sonja M C), Dennis, E.L. (Emily L.), Desrivieres, S. (Sylvane), Dima, D. (Danai), Ehrlich, S.M. (Stefan), Esopenko, C. (Carrie), Fairchild, G. (Graeme), Fisher, S.E. (Simon), Fouche, J.-P. (Jean-Paul), Francks, C. (Clyde), Frangou, S. (Sophia), Franke, B. (Barbara), Garavan, H.P. (Hugh P.), Glahn, D.C. (David), Groenewold, N.A. (Nynke A.), Gurholt, T.P. (Tiril P.), Gutman, B.A. (Boris A.), Hahn, T. (Tim), Harding, I.H. (Ian H.), Hernaus, D. (Dennis), Hibar, D.P. (Derrek P.), Hillary, F.G. (Frank G.), Hoogman, M. (Martine), Hulshoff Pol, H.E. (Hilleke E.), Jalbrzikowski, M. (Maria), Karkashadze, G.A. (George A.), Klapwijk, E.T. (Eduard T.), Knickmeyer, R.C. (Rebecca C.), Kochunov, P. (Peter), Koerte, I.K. (Inga K.), Kong, X.-Z. (Xiang-Zhen), Liew, S.-L. (Sook-Lei), Lin, A.P. (Alexander P.), Logue, M.W. (Mark W.), Luders, E. (Eileen), Macciardi, F. (Fabio), Mackey, S. (Scott), Mayer, A.R. (Andrew R.), McDonald, C.R. (Carrie R.), McMahon, A.B. (Agnes B.), Medland, S.E. (Sarah), Modinos, G. (Gemma), Morey, R.A. (Rajendra A.), Mueller, S.C. (Sven C.), Mukherjee, P. (Pratik), Namazova-Baranova, L. (L.), Nir, T.M. (Talia M.), Olsen, A. (Alexander), Paschou, P. (Peristera), Pine, D.S. (Daniel S.), Pizzagalli, F. (Fabrizio), Rentería, M.E. (Miguel), Rohrer, J.D. (Jonathan D.), Sämann, P.G. (Philipp), Schmaal, L. (Lianne), Schumann, G. (Gunter), Shiroishi, M.S. (Mark S.), Sisodiya, S.M. (Sanjay), Smit, D.J.A. (Dirk J A), Sønderby, I.E. (Ida E.), Stein, D.J. (Dan J.), Stein, J.L., Tahmasian, M. (Masoud), Tate, D.F. (David F.), Turner, J. (Jessica), Heuvel, O.A. (Odile A.), Wee, N.J. (Nic) van der, van der Werf, Y.D. (Ysbrand), Erp, T.G.M. (Theo G.) van, van Haren, N.E.M. (Neeltje E M), van Rooij, D. (Daan), Van Velzen, L.S., Veer, I.M. (Ilya), Veltman, D.J. (Dick), Villalon-Reina, J.E. (Julio E.), Walter, H.J. (Henrik), Whelan, C.D. (Christopher), Wilde, E.A. (Elisabeth A.), Zarei, M. (Mojtaba), and Zelman, V. (Vladimir)
Abstract: This review summarizes the last decade of work by the ENIGMA (Enhancing NeuroImaging Genetics through Meta Analysis) Consortium, a global alliance of over 1400 scientists across 43 countries, studying the human brain in health and disease. Building on large-scale genetic studies that discovered the first robustly replicated genetic loci associated with brain metrics, ENIGMA has diversified into over 50 working groups (WGs), pooling worldwide data and expertise to answer fundamental questions in neuroscience, psychiatry, neurology, and genetics. Most ENIGMA WGs focus on specific psychiatric and neurological conditions, other WGs study normal variation due to sex and gender differences, or development and aging; still other WGs develop methodological pipelines and tools to facilitate harmonized analyses of "big data" (i.e., genetic and epigenetic data, multimodal MRI, and electroencephalography data). These international efforts have yielded the largest neuroimaging studies to date in schizophrenia, bipolar disorder, major depressive disorder, post-traumatic stress disorder, substance use disorders, obsessive-compulsive disorder, attention-deficit/hyperactivity disorder, autism spectrum disorders, epilepsy, and 22q11.2 deletion syndrome. More recent ENIGMA WGs have formed to study anxiety disorders, suicidal thoughts and behavior, sleep and insomnia, eating disorders, irritability, brain injury, antisocial personality and conduct disorder, and dissociative identity disorder. Here, we summarize the first decade of ENIGMA's activities and ongoing projects, and describe the successes and challenges encountered along the way. We highlight the advantages of collaborative large-scale coordinated data analyses for testing reproducibility and robustness of findings, offering the opportunity to identify brain systems involved in clinical syndromes across diverse samples and associated genetic, environmental, demographic, cognitive, and psychosocial factors.
Published: 2020
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4. 10kin1day: A bottom-up neuroimaging initiative

Author: Heuvel, M. (Martijn) van den, Scholtens, L.H. (Lianne H.), Van Der Burgh, H.K. (Hannelore K.), Agosta, F. (Federica), Alloza, C. (Clara), Arango, C. (Celso), Auyeung, B. (Bonnie), Baron-Cohen, S. (Simon), Basaia, S. (Silvia), Benders, J. (Jos), Beyer, F. (Frauke), Booij, L. (Linda), Braun, K.P.J. (Kees P.J.), Filho, G.B. (Geraldo Busatto), Cahn, W. (Wiepke), Cannon, D.M. (Dara), Chaim-Avancini, T.M. (Tiffany M.), Chan, S.S.M. (Sandra S.M.), Chen, E.Y.H. (Eric Y.H.), Crespo-Facorro, B. (Benedicto), Crone, E.A. (Eveline), Dannlowski, U. (Udo), De Zwarte, S.M.C. (Sonja M.C.), Dietsche, B. (Bruno), Donohoe, D.J. (Dennis), Plessis, S.D. (Stefan Du), Durston, S. (Sarah), Díaz-Caneja, C.M. (Covadonga M.), Díaz-Zuluaga, A.M. (Ana M.), Emsley, R. (Robin), Filippi, M. (Massimo), Frodl, T. (Thomas), Gorges, M. (Martin), Graff, B. (Beata), Grotegerd, D. (Dominik), Gąsecki, D. (Dariusz), Hall, J.M. (Julie M.), Holleran, L. (Laurena), Holt, R. (Rosemary), Hopman, H.J. (Helene J.), Jansen, A. (Andreas), Janssen, J. (Joost), Jodzio, K. (Krzysztof), Jäncke, L. (Lutz), Kaleda, V.G. (Vasiliy G.), Kassubek, J. (Jan), Masouleh, S.K. (Shahrzad Kharabian), Kircher, T. (Tilo), Koevoets, M.G.J.C. (Martijn G.J.C.), Kostic, V.S. (Vladimir S.), Krug, A. (Axel), Lawrie, S. (Stephen), Lebedeva, I.S. (Irina S.), Lee, E.H.M. (Edwin H.M.), Lett, T.A. (Tristram A.), Lewis, S.J.G. (Simon J.G.), Liem, F. (Franziskus), Lombardo, M.V. (Michael V.), Lopez-Jaramillo, C. (Carlos), Margulies, D.S. (Daniel S.), Markett, S. (Sebastian), Marques, P. (Paulo), Martínez-Zalacaín, I. (Ignacio), McDonald, C. (Colm), McIntosh, A.M. (Andrew), McPhilemy, G. (Genevieve), Meinert, S.L. (Susanne L.), Menchón, J.M. (José M.), Montag, C. (Christian), Moreira, P.S. (Pedro S.), Morgado, P. (Pedro), Mothersill, D.O. (David O.), Mérillat, S. (Susan), Müller, H.-P. (Hans-Peter), Nabulsi, L. (Leila), Najt, P. (Pablo), Narkiewicz, K. (Krzysztof), Naumczyk, P. (Patrycja), Oranje, B. (Bob), De la Foz, V.O.-G. (Victor Ortiz-Garcia), Peper, J.S. (Jiska S.), Pineda, J.A. (Julian A.), Rasser, P.E. (Paul E.), Redlich, R. (Ronny), Repple, J. (Jonathan), Reuter, M. (Martin), Rosa, P.G.P. (Pedro G.P.), Ruigrok, A.N.V. (Amber N.V.), Sabisz, A. (Agnieszka), Schall, U. (Ulrich), Seedat, S. (Soraya), Serpa, M.H. (Mauricio H.), Skouras, S. (Stavros), Soriano-Mas, C. (Carles), Sousa, N. (Nuno), Szurowska, E. (Edyta), Tomyshev, A.S. (Alexander S.), Tordesillas-Gutierrez, D. (Diana), Valk, S.L. (Sofie L.), Berg, L.H. (Leonard) van den, Erp, T.G.M. (Theo G.) van, Van Haren, N.E.M. (Neeltje E.M.), Van Leeuwen, J.M.C. (Judith M.C.), Villringer, A. (Arno), Vinkers, C.H., Vollmar, C. (Christian), Waller, L. (Lea), Walter, H. (Henrik), Whalley, H.C. (Heather C.), Witkowska, M. (Marta), Witte, A.V. (A. Veronica), Zanetti, M.V. (Marcus V.), Zhang, R. (Rui), De Lange, S.C. (Siemon C.), Heuvel, M. (Martijn) van den, Scholtens, L.H. (Lianne H.), Van Der Burgh, H.K. (Hannelore K.), Agosta, F. (Federica), Alloza, C. (Clara), Arango, C. (Celso), Auyeung, B. (Bonnie), Baron-Cohen, S. (Simon), Basaia, S. (Silvia), Benders, J. (Jos), Beyer, F. (Frauke), Booij, L. (Linda), Braun, K.P.J. (Kees P.J.), Filho, G.B. (Geraldo Busatto), Cahn, W. (Wiepke), Cannon, D.M. (Dara), Chaim-Avancini, T.M. (Tiffany M.), Chan, S.S.M. (Sandra S.M.), Chen, E.Y.H. (Eric Y.H.), Crespo-Facorro, B. (Benedicto), Crone, E.A. (Eveline), Dannlowski, U. (Udo), De Zwarte, S.M.C. (Sonja M.C.), Dietsche, B. (Bruno), Donohoe, D.J. (Dennis), Plessis, S.D. (Stefan Du), Durston, S. (Sarah), Díaz-Caneja, C.M. (Covadonga M.), Díaz-Zuluaga, A.M. (Ana M.), Emsley, R. (Robin), Filippi, M. (Massimo), Frodl, T. (Thomas), Gorges, M. (Martin), Graff, B. (Beata), Grotegerd, D. (Dominik), Gąsecki, D. (Dariusz), Hall, J.M. (Julie M.), Holleran, L. (Laurena), Holt, R. (Rosemary), Hopman, H.J. (Helene J.), Jansen, A. (Andreas), Janssen, J. (Joost), Jodzio, K. (Krzysztof), Jäncke, L. (Lutz), Kaleda, V.G. (Vasiliy G.), Kassubek, J. (Jan), Masouleh, S.K. (Shahrzad Kharabian), Kircher, T. (Tilo), Koevoets, M.G.J.C. (Martijn G.J.C.), Kostic, V.S. (Vladimir S.), Krug, A. (Axel), Lawrie, S. (Stephen), Lebedeva, I.S. (Irina S.), Lee, E.H.M. (Edwin H.M.), Lett, T.A. (Tristram A.), Lewis, S.J.G. (Simon J.G.), Liem, F. (Franziskus), Lombardo, M.V. (Michael V.), Lopez-Jaramillo, C. (Carlos), Margulies, D.S. (Daniel S.), Markett, S. (Sebastian), Marques, P. (Paulo), Martínez-Zalacaín, I. (Ignacio), McDonald, C. (Colm), McIntosh, A.M. (Andrew), McPhilemy, G. (Genevieve), Meinert, S.L. (Susanne L.), Menchón, J.M. (José M.), Montag, C. (Christian), Moreira, P.S. (Pedro S.), Morgado, P. (Pedro), Mothersill, D.O. (David O.), Mérillat, S. (Susan), Müller, H.-P. (Hans-Peter), Nabulsi, L. (Leila), Najt, P. (Pablo), Narkiewicz, K. (Krzysztof), Naumczyk, P. (Patrycja), Oranje, B. (Bob), De la Foz, V.O.-G. (Victor Ortiz-Garcia), Peper, J.S. (Jiska S.), Pineda, J.A. (Julian A.), Rasser, P.E. (Paul E.), Redlich, R. (Ronny), Repple, J. (Jonathan), Reuter, M. (Martin), Rosa, P.G.P. (Pedro G.P.), Ruigrok, A.N.V. (Amber N.V.), Sabisz, A. (Agnieszka), Schall, U. (Ulrich), Seedat, S. (Soraya), Serpa, M.H. (Mauricio H.), Skouras, S. (Stavros), Soriano-Mas, C. (Carles), Sousa, N. (Nuno), Szurowska, E. (Edyta), Tomyshev, A.S. (Alexander S.), Tordesillas-Gutierrez, D. (Diana), Valk, S.L. (Sofie L.), Berg, L.H. (Leonard) van den, Erp, T.G.M. (Theo G.) van, Van Haren, N.E.M. (Neeltje E.M.), Van Leeuwen, J.M.C. (Judith M.C.), Villringer, A. (Arno), Vinkers, C.H., Vollmar, C. (Christian), Waller, L. (Lea), Walter, H. (Henrik), Whalley, H.C. (Heather C.), Witkowska, M. (Marta), Witte, A.V. (A. Veronica), Zanetti, M.V. (Marcus V.), Zhang, R. (Rui), and De Lange, S.C. (Siemon C.)
Abstract: We organized 10Kin1day, a pop-up scientific event with the goal to bring together neuroimaging groups from around the world to jointly analyze 10,000+ existing MRI connectivity datasets during a 3-day workshop. In this report, we describe the motivation and principles of 10Kin1day, together with a public release of 8,000+ MRI connectome maps of the human brain. Ongoing grand-scale projects like the European Human Brain Project (1), the US Brain Initiative (2), the Human Connectome Project (3), the Chinese Brainnetome (4) and exciting world-wide neuroimaging collaborations such as ENIGMA (5) herald the new era of big neuroscience. In conjunction with these major undertakings, there is an emerging trend for bottom-up initiatives, starting with small-scale projects built upon existing collaborations and infrastructures. As described by Mainen et al. (6), these initiatives are centralized around self-organized groups of researchers working on the same challenges and sharing interests and specialized expertise. These projects could scale and open up to a larger audience and other disciplines over time, eventually lining up and merging their findings with other programs to make the bigger picture.
Published: 2019
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5. Widespread white matter microstructural differences in schizophrenia across 4322 individuals: Results from the ENIGMA Schizophrenia DTI Working Group

Author: Kelly, S. (S.), Jahanshad, N. (Neda), Zalesky, A. (A.), Kochunov, P. (P.), Agartz, I. (Ingrid), Alloza, C. (C.), Andreassen, O.A. (O. A.), Arango, C. (C.), Banaj, N. (N.), Bouix, S. (S.), Bousman, C.A. (C. A.), Brouwer, R.M. (Rachel), Bruggemann, J. (J.), Bustillo, J., Cahn, W. (Wiepke), Calhoun, V.D. (Vince), Cannon, D. (D.), Carr, V.J. (Vaughan), Catts, S.V. (Stanley), Chen, J. (J.), Chen, J.-X. (J. X.), Chen, X. (X.), Chiapponi, C. (C.), Cho, K.K. (Kl K), Ciullo, V. (V.), Corvin, A. (Aiden), Crespo-Facorro, B. (Benedicto), Cropley, V. (V.), De Rossi, P. (P.), Diaz-Caneja, C.M. (C. M.), Dickie, E.W. (E. W.), Ehrlich, S.M. (Stefan), Fan, F.-M. (F. M.), Faskowitz, J. (J.), Fatouros-Bergman, H. (H.), Flyckt, L. (L.), Ford, J.M. (J. M.), Fouche, J.-P. (J. P.), Fukunaga, M. (Masaki), Gill, M. (M.), Glahn, D.C. (David), Gollub, R.L. (Randy), Goudzwaard, E.D. (E. D.), Guo, H. (H.), Gur, R.E. (Raquel), Gur, R.C. (R. C.), Gurholt, T.P. (T. P.), Hashimoto, R. (Ryota), Hatton, W., Henskens, F.A. (Frans), Hibar, D.P. (D. P.), Hickie, I.B. (Ian), Hong, L.E. (L. E.), Horacek, J. (J.), Howells, F.M. (F. M.), Hulshoff Pol, H.E. (Hilleke), Hyde, C.L. (C. L.), Isaev, D. (D.), Jablensky, A. (A.), Jansen, P.R. (P. R.), Janssen, J. (J.), Jönsson, E.G. (Erik), Jung, L.A. (L. A.), Kahn, R.S. (R. S.), Kikinis, Z. (Z.), Liu, K. (K.), Klauser, P. (P.), Knöchel, C. (C.), Kubicki, M. (M.), Lagopoulos, J. (Jim), Langen, C.D. (Carolyn), Lawrie, S. (Stephen), Lenroot, R.K. (Rhoshel), Lim, K.O. (Kelvin), Lopez-Jaramillo, C. (C.), Lyall, A. (A.), Magnotta, V., Mandl, R. (René), Mathalon, D.H. (D. H.), McCarley, R.W. (Robert), McCarthy-Jones, S. (S.), McDonald, C. (Colm), McEwen, S. (S.), McIntosh, A.M. (Andrew), Melicher, T. (T.), Mesholam-Gately, R.I. (Raquelle), Michie, P.T. (Patricia), Mowry, B.J. (Bryan J), Mueller, B.A. (Bryon ), Newell, D.T. (D. T.), O'Donnell, P. (P.), Oertel-Knöchel, V. (V.), Oestreich, L. (L.), Paciga, S.A. (S. A.), Pantelis, C. (Christos), Pasternak, O. (O.), Pearlson, G. (G.), Pellicano, G.R. (G. R.), Pereira, A. (A.), Pineda Zapata, J. (J.), Piras, F. (F.), Potkin, S.G. (Steven), Preda, A. (A.), Rasser, P.E. (P. E.), Roalf, D.R. (D. R.), Roiz, R. (R.), Roos, A. (A.), Rotenberg, D. (D.), Satterthwaite, T.D. (Theodore), Savadjiev, P. (P.), Schall, J.D. (Jeffrey), Scott, R.J. (R. J.), Seal, M.L. (M. L.), Seidman, L.J. (Larry), Shannon Weickert, C. (C.), Whelan, C.D. (Christopher), Shenton, M.E. (M. E.), Kwon, J.S. (J. S.), Spalletta, G. (Gianfranco), Spaniel, F. (F.), Sprooten, R. (Roy), Stäblein, M. (M.), Stein, D.J. (Dan), Sundram, S. (S.), Tan, Y. (Y.), Tan, S. (S.), Tang, S. (S.), Temmingh, H.S. (H. S.), Westlye, L.T. (Lars), Tønnesen, S. (S.), Tordesillas-Gutierrez, D. (Diana), Doan, N.T. (N. T.), Vaidya, J. (J.), Van Haren, N.E.M. (N. E.M.), Vargas, C.D. (C. D.), Vecchio, D. (D.), Velakoulis, D. (D.), Voineskos, A. (A.), Voyvodic, J.Q. (J. Q.), Wang, Z. (Z.), Wan, P. (P.), Wei, D. (D.), Weickert, T.W. (T. W.), Whalley, H. (H.), White, T.J.H. (Tonya), Whitford, T.J. (T. J.), Wojcik, J.D. (J. D.), Xiang, H. (H.), Xie, Z. (Z.), Yamamori, H. (H.), Yang, F. (F.), Yao, N. (N.), Zhang, G. (G.), Zhao, J. (J.), Erp, T.G.M. (Theo G.) van, Turner, J. (Jessica), Thompson, P.M. (P. M.), Donohoe, D.J. (Dennis), Kelly, S. (S.), Jahanshad, N. (Neda), Zalesky, A. (A.), Kochunov, P. (P.), Agartz, I. (Ingrid), Alloza, C. (C.), Andreassen, O.A. (O. A.), Arango, C. (C.), Banaj, N. (N.), Bouix, S. (S.), Bousman, C.A. (C. A.), Brouwer, R.M. (Rachel), Bruggemann, J. (J.), Bustillo, J., Cahn, W. (Wiepke), Calhoun, V.D. (Vince), Cannon, D. (D.), Carr, V.J. (Vaughan), Catts, S.V. (Stanley), Chen, J. (J.), Chen, J.-X. (J. X.), Chen, X. (X.), Chiapponi, C. (C.), Cho, K.K. (Kl K), Ciullo, V. (V.), Corvin, A. (Aiden), Crespo-Facorro, B. (Benedicto), Cropley, V. (V.), De Rossi, P. (P.), Diaz-Caneja, C.M. (C. M.), Dickie, E.W. (E. W.), Ehrlich, S.M. (Stefan), Fan, F.-M. (F. M.), Faskowitz, J. (J.), Fatouros-Bergman, H. (H.), Flyckt, L. (L.), Ford, J.M. (J. M.), Fouche, J.-P. (J. P.), Fukunaga, M. (Masaki), Gill, M. (M.), Glahn, D.C. (David), Gollub, R.L. (Randy), Goudzwaard, E.D. (E. D.), Guo, H. (H.), Gur, R.E. (Raquel), Gur, R.C. (R. C.), Gurholt, T.P. (T. P.), Hashimoto, R. (Ryota), Hatton, W., Henskens, F.A. (Frans), Hibar, D.P. (D. P.), Hickie, I.B. (Ian), Hong, L.E. (L. E.), Horacek, J. (J.), Howells, F.M. (F. M.), Hulshoff Pol, H.E. (Hilleke), Hyde, C.L. (C. L.), Isaev, D. (D.), Jablensky, A. (A.), Jansen, P.R. (P. R.), Janssen, J. (J.), Jönsson, E.G. (Erik), Jung, L.A. (L. A.), Kahn, R.S. (R. S.), Kikinis, Z. (Z.), Liu, K. (K.), Klauser, P. (P.), Knöchel, C. (C.), Kubicki, M. (M.), Lagopoulos, J. (Jim), Langen, C.D. (Carolyn), Lawrie, S. (Stephen), Lenroot, R.K. (Rhoshel), Lim, K.O. (Kelvin), Lopez-Jaramillo, C. (C.), Lyall, A. (A.), Magnotta, V., Mandl, R. (René), Mathalon, D.H. (D. H.), McCarley, R.W. (Robert), McCarthy-Jones, S. (S.), McDonald, C. (Colm), McEwen, S. (S.), McIntosh, A.M. (Andrew), Melicher, T. (T.), Mesholam-Gately, R.I. (Raquelle), Michie, P.T. (Patricia), Mowry, B.J. (Bryan J), Mueller, B.A. (Bryon ), Newell, D.T. (D. T.), O'Donnell, P. (P.), Oertel-Knöchel, V. (V.), Oestreich, L. (L.), Paciga, S.A. (S. A.), Pantelis, C. (Christos), Pasternak, O. (O.), Pearlson, G. (G.), Pellicano, G.R. (G. R.), Pereira, A. (A.), Pineda Zapata, J. (J.), Piras, F. (F.), Potkin, S.G. (Steven), Preda, A. (A.), Rasser, P.E. (P. E.), Roalf, D.R. (D. R.), Roiz, R. (R.), Roos, A. (A.), Rotenberg, D. (D.), Satterthwaite, T.D. (Theodore), Savadjiev, P. (P.), Schall, J.D. (Jeffrey), Scott, R.J. (R. J.), Seal, M.L. (M. L.), Seidman, L.J. (Larry), Shannon Weickert, C. (C.), Whelan, C.D. (Christopher), Shenton, M.E. (M. E.), Kwon, J.S. (J. S.), Spalletta, G. (Gianfranco), Spaniel, F. (F.), Sprooten, R. (Roy), Stäblein, M. (M.), Stein, D.J. (Dan), Sundram, S. (S.), Tan, Y. (Y.), Tan, S. (S.), Tang, S. (S.), Temmingh, H.S. (H. S.), Westlye, L.T. (Lars), Tønnesen, S. (S.), Tordesillas-Gutierrez, D. (Diana), Doan, N.T. (N. T.), Vaidya, J. (J.), Van Haren, N.E.M. (N. E.M.), Vargas, C.D. (C. D.), Vecchio, D. (D.), Velakoulis, D. (D.), Voineskos, A. (A.), Voyvodic, J.Q. (J. Q.), Wang, Z. (Z.), Wan, P. (P.), Wei, D. (D.), Weickert, T.W. (T. W.), Whalley, H. (H.), White, T.J.H. (Tonya), Whitford, T.J. (T. J.), Wojcik, J.D. (J. D.), Xiang, H. (H.), Xie, Z. (Z.), Yamamori, H. (H.), Yang, F. (F.), Yao, N. (N.), Zhang, G. (G.), Zhao, J. (J.), Erp, T.G.M. (Theo G.) van, Turner, J. (Jessica), Thompson, P.M. (P. M.), and Donohoe, D.J. (Dennis)
Abstract: The regional distribution of white matter (WM) abnormalities in schizophrenia remains poorly understood, and reported disease effects on the brain vary widely between studies. In an effort to identify commonalities across studies, we perform what we believe is the first ever large-scale coordinated study of WM microstructural differences in schizophrenia. Our analysis consisted of 2359 healthy controls and 1963 schizophrenia patients from 29 independent international studies; we harmonized the processing and statistical analyses of diffusion tensor imaging (DTI) data across sites and meta-analyzed effects across studies. Significant reductions in fractional anisotropy (FA) in schizophrenia patients were widespread, and detected in 20 of 25 regions of interest within a WM skeleton representing all major WM fasciculi. Effect sizes varied by region, peaking at (d=0.42) for the entire WM skeleton, driven more by peripheral areas as opposed to the core WM where regions of interest were defined. The anterior corona radiata (d=0.40) and corpus callosum (d=0.39), specifically its body (d=0.39) and genu (d=0.37), showed greatest effects. Significant decreases, to lesser degrees, were observed in almost all regions analyzed. Larger effect sizes were observed for FA than diffusivity measures; significantly higher mean and radial diffusivity was observed for schizophrenia patients compared with controls. No significant effects of age at onset of schizophrenia or medication dosage were detected. As the largest coordinated analysis of WM differences in a psychiatric disorder to date, the present study provides a robust profile of widespread WM abnormalities in schizophrenia patients worldwide. Interactive three-dimensional visualization of the results is available at www.enigma-viewer.org.
Published: 2018
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6. Cortical Brain Abnormalities in 4474 Individuals With Schizophrenia and 5098 Control Subjects via the Enhancing Neuro Imaging Genetics Through Meta Analysis (ENIGMA) Consortium

Author: Erp, T.G.M. (Theo G.) van, Walton, E. (Esther), Hibar, D.P. (Derrek P.), Schmaal, L. (Lianne), Jiang, W. (Wenhao), Glahn, D.C. (David), Pearlson, G. (Godfrey), Yao, N. (Nailin), Fukunaga, M. (Masaki), Hashimoto, R. (Ryota), Okada, N. (Naohiro), Yamamori, H. (Hidenaga), Bustillo, J., Clark, V.P., Agartz, I. (Ingrid), Mueller, B.A. (Bryon ), Cahn, W. (Wiepke), de Zwarte, S.M.C. (Sonja M.C.), Hulshoff Pol, H.E. (Hilleke), Kahn, R. (René), Ophoff, R.A. (Roel), van Haren, N.E.M. (Neeltje E.M.), Andreassen, O.A. (Ole), Dale, A.M. (Anders), Doan, N.T. (Nhat Trung), Gurholt, T.P. (Tiril P.), Hartberg, C.B. (Cecilie B.), Haukvik, U.K. (Unn), Jørgensen, K.N. (Kjetil N.), Lagerberg, T.V. (Trine V.), Melle, I. (Ingrid), Westlye, L.T. (Lars), Gruber, O. (Oliver), Kraemer, B. (Bernd), Richter, A. (Anja), Zilles, D. (David), Calhoun, V.D. (Vince), Crespo-Facorro, B. (Benedicto), Roiz-Santiañez, R. (Roberto), Tordesillas-Gutierrez, D. (Diana), Loughland, C.M. (Carmel), Carr, V.J. (Vaughan J.), Catts, S.V. (Stanley), Cropley, V.L. (Vanessa L.), Fullerton, J.M. (Janice M.), Green, M.J. (Melissa J.), Henskens, F.A. (Frans), Jablensky, A. (Assen), Lenroot, R.K. (Rhoshel), Mowry, B.J. (Bryan J), Michie, P.T. (Patricia), Pantelis, C. (Christos), Quidé, Y. (Yann), Schall, J.D. (Jeffrey), Scott, R.J. (Rodney J.), Cairns, M.J. (Murray J.), Seal, M. (Marc), Tooney, P.A. (Paul A.), Rasser, P.E. (Paul E.), Cooper, G. (Gavin), Shannon Weickert, C. (Cynthia), Weickert, T.W. (Thomas W.), Morris, D.W. (Derek W), Hong, E. (Elliot), Kochunov, P. (Peter), Beard, L.M. (Lauren M.), Gur, R.E. (Raquel), Gur, R.C. (Ruben C.), Satterthwaite, T.D. (Theodore), Wolf, D.H. (Daniel H.), Belger, A. (Aysenil), Brown, G.G. (Gregory G.), Ford, J.M. (Judith M.), Macciardi, F. (Fabio), Mathalon, D.H. (Daniel H.), O'Leary, D.S. (Daniel S.), Potkin, S.G. (Steven), Preda, A. (Adrian), Voyvodic, J. (James), Lim, K.O. (Kelvin), McEwen, S. (Sarah), Yang, F. (Fude), Tan, Y. (Yunlong), Tan, S. (Shuping), Wang, Z. (Zhiren), Fan, F. (Fengmei), Chen, J. (Jingxu), Xiang, H. (Hong), Tang, S. (Shiyou), Guo, H. (Hua), Wan, P. (Ping), Wei, D. (Dong), Bockholt, H.J., Ehrlich, S.M. (Stefan), Wolthusen, R.P.F. (Rick P.F.), King, M.D. (Margaret D.), Shoemaker, J.M. (Jody M.), Sponheim, S.R. (Scott), Haan, L. (Lieuwe) de, Koenders, L. (Laura), Machielsen, M.W.J. (Marise), Amelsvoort, T.A.M.J. (Therese) van, Veltman, D.J. (Dick), Assogna, F. (Francesca), Banaj, N. (Nerisa), de Rossi, P. (Pietro), Iorio, M. (Mariangela), Piras, F. (Fabrizio), Spalletta, G. (Gianfranco), McKenna, P.J. (Peter J.), Pomarol-Clotet, E. (Edith), Salvador, R. (Raymond), Corvin, A. (Aiden), Donohoe, D.J. (Dennis), Kelly, S. (Sinead), Whelan, C.D. (Christopher), Dickie, E.W. (Erin W.), Rotenberg, D. (David), Voineskos, A.N. (Aristotle N.), Ciufolini, S. (Simone), Radua, J. (Joaquim), Dazzan, P. (Paola), Murray, R. (Robin), Reis Marques, T. (Tiago), Simmons, A. (Andrew), Borgwardt, S. (Stefan), Egloff, L. (Laura), Harrisberger, F. (Fabienne), Riecher-Rössler, A. (Anita), Smieskova, R. (Renata), Alpert, K. (Kathryn), Wang, L. (Lei), Jönsson, E.G. (Erik), Koops, S. (Sanne), Sommer, I.E.C. (Iris E.C.), Bertolino, A. (Alessandro), Bonvino, A. (Aurora), Di Giorgio, A. (Annabella), Neilson, E. (Emma), Mayer, A.R. (Andrew R.), Stephen, J.M. (Julia M.), Kwon, J.S. (Jun Soo), Yun, J.-Y. (Je-Yeon), Cannon, D.M. (Dara), McDonald, C. (Colm), Lebedeva, I. (Irina), Tomyshev, A.S. (Alexander S.), Akhadov, T. (Tolibjohn), Kaleda, V. (Vasily), Fatouros-Bergman, H. (Helena), Flyckt, L. (Lena), Farde, L. (Lars), Engberg, G. (Göran), Erhardt, S. (Sophie), Cervenka, S. (Simon), Schwieler, L. (Lilly), Piehl, F. (Fredrik), Collste, K. (Karin), Victorsson, P. (Pauliina), Malmqvist, A. (Anna), Hedberg, M. (Mikael), Orhan, F. (Funda), Busatto, G.F. (Geraldo F.), Rosa, P.G.P. (Pedro G.P.), Serpa, M.H. (Mauricio H.), Zanetti, M.V. (Marcus V.), Hoschl, C. (Cyril), Skoch, A. (Antonin), Spaniel, F. (Filip), Tomecek, D. (David), Hagenaars, S. (Saskia), McIntosh, A.M. (Andrew), Whalley, H.C. (Heather C.), Lawrie, S. (Stephen), Knöchel, C. (Christian), Oertel-Knöchel, V. (Viola), Stäblein, M. (Michael), Howells, F.M. (Fleur M.), Stein, D.J. (Dan), Temmingh, H.S. (Henk S.), Uhlmann, A. (Anne), Lopez-Jaramillo, C. (Carlos), Dima, D. (Danai), McMahon, A. (Agnes), Faskowitz, J.I. (Joshua I.), Gutman, B.A. (Boris A.), Jahanshad, N. (Neda), Thompson, P.M. (Paul), Turner, J. (Jessica), Erp, T.G.M. (Theo G.) van, Walton, E. (Esther), Hibar, D.P. (Derrek P.), Schmaal, L. (Lianne), Jiang, W. (Wenhao), Glahn, D.C. (David), Pearlson, G. (Godfrey), Yao, N. (Nailin), Fukunaga, M. (Masaki), Hashimoto, R. (Ryota), Okada, N. (Naohiro), Yamamori, H. (Hidenaga), Bustillo, J., Clark, V.P., Agartz, I. (Ingrid), Mueller, B.A. (Bryon ), Cahn, W. (Wiepke), de Zwarte, S.M.C. (Sonja M.C.), Hulshoff Pol, H.E. (Hilleke), Kahn, R. (René), Ophoff, R.A. (Roel), van Haren, N.E.M. (Neeltje E.M.), Andreassen, O.A. (Ole), Dale, A.M. (Anders), Doan, N.T. (Nhat Trung), Gurholt, T.P. (Tiril P.), Hartberg, C.B. (Cecilie B.), Haukvik, U.K. (Unn), Jørgensen, K.N. (Kjetil N.), Lagerberg, T.V. (Trine V.), Melle, I. (Ingrid), Westlye, L.T. (Lars), Gruber, O. (Oliver), Kraemer, B. (Bernd), Richter, A. (Anja), Zilles, D. (David), Calhoun, V.D. (Vince), Crespo-Facorro, B. (Benedicto), Roiz-Santiañez, R. (Roberto), Tordesillas-Gutierrez, D. (Diana), Loughland, C.M. (Carmel), Carr, V.J. (Vaughan J.), Catts, S.V. (Stanley), Cropley, V.L. (Vanessa L.), Fullerton, J.M. (Janice M.), Green, M.J. (Melissa J.), Henskens, F.A. (Frans), Jablensky, A. (Assen), Lenroot, R.K. (Rhoshel), Mowry, B.J. (Bryan J), Michie, P.T. (Patricia), Pantelis, C. (Christos), Quidé, Y. (Yann), Schall, J.D. (Jeffrey), Scott, R.J. (Rodney J.), Cairns, M.J. (Murray J.), Seal, M. (Marc), Tooney, P.A. (Paul A.), Rasser, P.E. (Paul E.), Cooper, G. (Gavin), Shannon Weickert, C. (Cynthia), Weickert, T.W. (Thomas W.), Morris, D.W. (Derek W), Hong, E. (Elliot), Kochunov, P. (Peter), Beard, L.M. (Lauren M.), Gur, R.E. (Raquel), Gur, R.C. (Ruben C.), Satterthwaite, T.D. (Theodore), Wolf, D.H. (Daniel H.), Belger, A. (Aysenil), Brown, G.G. (Gregory G.), Ford, J.M. (Judith M.), Macciardi, F. (Fabio), Mathalon, D.H. (Daniel H.), O'Leary, D.S. (Daniel S.), Potkin, S.G. (Steven), Preda, A. (Adrian), Voyvodic, J. (James), Lim, K.O. (Kelvin), McEwen, S. (Sarah), Yang, F. (Fude), Tan, Y. (Yunlong), Tan, S. (Shuping), Wang, Z. (Zhiren), Fan, F. (Fengmei), Chen, J. (Jingxu), Xiang, H. (Hong), Tang, S. (Shiyou), Guo, H. (Hua), Wan, P. (Ping), Wei, D. (Dong), Bockholt, H.J., Ehrlich, S.M. (Stefan), Wolthusen, R.P.F. (Rick P.F.), King, M.D. (Margaret D.), Shoemaker, J.M. (Jody M.), Sponheim, S.R. (Scott), Haan, L. (Lieuwe) de, Koenders, L. (Laura), Machielsen, M.W.J. (Marise), Amelsvoort, T.A.M.J. (Therese) van, Veltman, D.J. (Dick), Assogna, F. (Francesca), Banaj, N. (Nerisa), de Rossi, P. (Pietro), Iorio, M. (Mariangela), Piras, F. (Fabrizio), Spalletta, G. (Gianfranco), McKenna, P.J. (Peter J.), Pomarol-Clotet, E. (Edith), Salvador, R. (Raymond), Corvin, A. (Aiden), Donohoe, D.J. (Dennis), Kelly, S. (Sinead), Whelan, C.D. (Christopher), Dickie, E.W. (Erin W.), Rotenberg, D. (David), Voineskos, A.N. (Aristotle N.), Ciufolini, S. (Simone), Radua, J. (Joaquim), Dazzan, P. (Paola), Murray, R. (Robin), Reis Marques, T. (Tiago), Simmons, A. (Andrew), Borgwardt, S. (Stefan), Egloff, L. (Laura), Harrisberger, F. (Fabienne), Riecher-Rössler, A. (Anita), Smieskova, R. (Renata), Alpert, K. (Kathryn), Wang, L. (Lei), Jönsson, E.G. (Erik), Koops, S. (Sanne), Sommer, I.E.C. (Iris E.C.), Bertolino, A. (Alessandro), Bonvino, A. (Aurora), Di Giorgio, A. (Annabella), Neilson, E. (Emma), Mayer, A.R. (Andrew R.), Stephen, J.M. (Julia M.), Kwon, J.S. (Jun Soo), Yun, J.-Y. (Je-Yeon), Cannon, D.M. (Dara), McDonald, C. (Colm), Lebedeva, I. (Irina), Tomyshev, A.S. (Alexander S.), Akhadov, T. (Tolibjohn), Kaleda, V. (Vasily), Fatouros-Bergman, H. (Helena), Flyckt, L. (Lena), Farde, L. (Lars), Engberg, G. (Göran), Erhardt, S. (Sophie), Cervenka, S. (Simon), Schwieler, L. (Lilly), Piehl, F. (Fredrik), Collste, K. (Karin), Victorsson, P. (Pauliina), Malmqvist, A. (Anna), Hedberg, M. (Mikael), Orhan, F. (Funda), Busatto, G.F. (Geraldo F.), Rosa, P.G.P. (Pedro G.P.), Serpa, M.H. (Mauricio H.), Zanetti, M.V. (Marcus V.), Hoschl, C. (Cyril), Skoch, A. (Antonin), Spaniel, F. (Filip), Tomecek, D. (David), Hagenaars, S. (Saskia), McIntosh, A.M. (Andrew), Whalley, H.C. (Heather C.), Lawrie, S. (Stephen), Knöchel, C. (Christian), Oertel-Knöchel, V. (Viola), Stäblein, M. (Michael), Howells, F.M. (Fleur M.), Stein, D.J. (Dan), Temmingh, H.S. (Henk S.), Uhlmann, A. (Anne), Lopez-Jaramillo, C. (Carlos), Dima, D. (Danai), McMahon, A. (Agnes), Faskowitz, J.I. (Joshua I.), Gutman, B.A. (Boris A.), Jahanshad, N. (Neda), Thompson, P.M. (Paul), and Turner, J. (Jessica)
Abstract: Background: The profile of cortical neuroanatomical abnormalities in schizophrenia is not fully understood, despite hundreds of published structural brain imaging studies. This
Published: 2018
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7. Cortical abnormalities in adults and adolescents with major depression based on brain scans from 20 cohorts worldwide in the ENIGMA Major Depressive Disorder Working Group

Author: Schmaal, L. (L.), Hibar, D.P. (D. P.), Sämann, P.G. (Philipp), Hall, G.B. (Garry), Baune, B.T., Jahanshad, N. (Neda), Cheung, J.W. (J. W.), Erp, T.G.M. (Theo G.) van, Bos, D. (Daniel), Ikram, M.K. (Kamran), Vernooij, M.W. (Meike), Niessen, W.J. (Wiro), Tiemeier, H.W. (Henning), Hofman, A. (Albert), Wittfeld, K. (Katharina), Grabe, H.J. (Hans Jörgen), Janowitz, D. (Deborah), Bülow, R. (R.), Selonke, M. (M.), Völzke, H. (Henry), Grotegerd, D. (D.), Dannlowski, U. (U.), Arolt, V. (Volker), Opel, N. (N.), Heindel, W. (W.), Kugel, H. (H.), Hoehn, D. (David), Czisch, M. (Michael), Couvy-Duchesne, B. (Baptiste), Rentería, M.E. (Miguel), Strike, L.T. (Lachlan), Wright, M.J. (Margaret), Mills, N.T., Zubicaray, G.I. (Greig) de, Mcmahon, K.L. (Katie), Medland, S.E. (Sarah), Martin, N.G. (Nicholas), Gillespie, N.A. (N. A.), Goya-Maldonado, R., Gruber, O. (Oliver), Krämer, B.K. (Bernhard), Hatton, W., Lagopoulos, J. (Jim), Hickie, I.B. (Ian), Frodl, T. (Thomas), Carballedo, A., Frey, E.M., Van Velzen, L.S., Penninx, B.W.J.H. (Brenda), Tol, M.J.D. (Marie-José) van, Wee, N.J. (Nic) van der, Davey, C.G. (Christopher), Harrison, B.J. (B. J.), Mwangi, B. (Benson), Cao, B. (B.), Soares, J.C. (J. C.), Veer, I.M. (Ilya), Walter, H.J. (Henrik), Schoepf, D., Zurowski, B., Konrad, C. (C.), Schramm, E. (E.), Normann, C., Schnell, K. (Kerry), Sacchet, M.D. (M. D.), Gotlib, I.H. (I. H.), MacQueen, G.M. (Glenda), Godlewska, B. (Beata), Nickson, T., McIntosh, A.M. (Andrew), Papmeyer, M. (Martina), Whalley, H.C. (H. C.), Hall, J. (Jeremy), Sussmann, J. (Jessika), Li, M. (M.), Walter, M. (M.), Aftanas, L. (L.), Brack, I. (I.), Bokhan, N.A. (N. A.), Thompson, P.M. (Paul), Veltman, D.J. (Dick), Schmaal, L. (L.), Hibar, D.P. (D. P.), Sämann, P.G. (Philipp), Hall, G.B. (Garry), Baune, B.T., Jahanshad, N. (Neda), Cheung, J.W. (J. W.), Erp, T.G.M. (Theo G.) van, Bos, D. (Daniel), Ikram, M.K. (Kamran), Vernooij, M.W. (Meike), Niessen, W.J. (Wiro), Tiemeier, H.W. (Henning), Hofman, A. (Albert), Wittfeld, K. (Katharina), Grabe, H.J. (Hans Jörgen), Janowitz, D. (Deborah), Bülow, R. (R.), Selonke, M. (M.), Völzke, H. (Henry), Grotegerd, D. (D.), Dannlowski, U. (U.), Arolt, V. (Volker), Opel, N. (N.), Heindel, W. (W.), Kugel, H. (H.), Hoehn, D. (David), Czisch, M. (Michael), Couvy-Duchesne, B. (Baptiste), Rentería, M.E. (Miguel), Strike, L.T. (Lachlan), Wright, M.J. (Margaret), Mills, N.T., Zubicaray, G.I. (Greig) de, Mcmahon, K.L. (Katie), Medland, S.E. (Sarah), Martin, N.G. (Nicholas), Gillespie, N.A. (N. A.), Goya-Maldonado, R., Gruber, O. (Oliver), Krämer, B.K. (Bernhard), Hatton, W., Lagopoulos, J. (Jim), Hickie, I.B. (Ian), Frodl, T. (Thomas), Carballedo, A., Frey, E.M., Van Velzen, L.S., Penninx, B.W.J.H. (Brenda), Tol, M.J.D. (Marie-José) van, Wee, N.J. (Nic) van der, Davey, C.G. (Christopher), Harrison, B.J. (B. J.), Mwangi, B. (Benson), Cao, B. (B.), Soares, J.C. (J. C.), Veer, I.M. (Ilya), Walter, H.J. (Henrik), Schoepf, D., Zurowski, B., Konrad, C. (C.), Schramm, E. (E.), Normann, C., Schnell, K. (Kerry), Sacchet, M.D. (M. D.), Gotlib, I.H. (I. H.), MacQueen, G.M. (Glenda), Godlewska, B. (Beata), Nickson, T., McIntosh, A.M. (Andrew), Papmeyer, M. (Martina), Whalley, H.C. (H. C.), Hall, J. (Jeremy), Sussmann, J. (Jessika), Li, M. (M.), Walter, M. (M.), Aftanas, L. (L.), Brack, I. (I.), Bokhan, N.A. (N. A.), Thompson, P.M. (Paul), and Veltman, D.J. (Dick)
Abstract: The neuro-anatomical substrates of major depressive disorder (MDD) are still not well understood, despite many neuroimaging studies over the past few decades. Here we present the largest ever worldwide study by the ENIGMA (Enhancing Neuro Imaging Genetics through Meta-Analysis) Major Depressive Disorder Working Group on cortical structural alterations in MDD. Structural T1-weighted brain magnetic resonance imaging (MRI) scans from 2148 MDD patients and 7957 healthy controls were analysed with harmonized protocols at 20 sites around the world. To detect consistent effects of MDD and its modulators on cortical thickness and surface area estimates derived from MRI, statistical effects from sites were meta-analysed separately for adults and adolescents. Adults with MDD had thinner cortical gray matter than controls in the orbitofrontal cortex (OFC), anterior and posterior cingulate, insula and temporal lobes (Cohen's d effect sizes: -0.10 to -0.14). These effects were most pronounced in first episode and adult-onset patients (>21 years). Compared to matched controls, adolescents with MDD had lower total surface area (but no differences in cortical thickness) and regional reductions in frontal regions (medial OFC and superior frontal gyrus) and primary and higher-order visual, somatosensory and motor areas (d: -0.26 to -0.57). The strongest effects were found in recurrent adolescent patients. This highly powered global effort to identify consistent brain abnormalities showed widespread cortical alterations in MDD patients as compared to controls and suggests that MDD may impact brain structure in a highly dynamic way, with different patterns of alterations at different stages of life.
Published: 2017
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8. Novel genetic loci associated with hippocampal volume

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

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

1. Cortical thickness across the lifespan: Data from 17,075 healthy individuals aged 3–90 years

2. Subcortical volumes across the lifespan: Data from 18,605 healthy individuals aged 3–90 years

3. ENIGMA and global neuroscience: A decade of large-scale studies of the brain in health and disease across more than 40 countries

4. 10kin1day: A bottom-up neuroimaging initiative

5. Widespread white matter microstructural differences in schizophrenia across 4322 individuals: Results from the ENIGMA Schizophrenia DTI Working Group

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

7. Cortical abnormalities in adults and adolescents with major depression based on brain scans from 20 cohorts worldwide in the ENIGMA Major Depressive Disorder Working Group

8. Novel genetic loci associated with hippocampal volume

9. The ENIGMA Consortium: Large-scale collaborative analyses of neuroimaging and genetic data

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9 results on '"Erp, T.G.M. (Theo G.) van"'

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