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A meta‐analysis of deep brain structural shape and asymmetry abnormalities in 2,833 individuals with schizophrenia compared with 3,929 healthy volunteers via the ENIGMA Consortium

Schizophrenia is associated with widespread alterations in subcortical brain structure. While analytic methods have enabled more detailed morphometric characterization, findings are often equivocal. In this meta‐analysis, we employed the harmonized ENIGMA shape analysis protocols to collaboratively...

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Autores principales: Gutman, Boris A., van Erp, Theo G.M., Alpert, Kathryn, Ching, Christopher R. K., Isaev, Dmitry, Ragothaman, Anjani, Jahanshad, Neda, Saremi, Arvin, Zavaliangos‐Petropulu, Artemis, Glahn, David C., Shen, Li, Cong, Shan, Alnæs, Dag, Andreassen, Ole Andreas, Doan, Nhat Trung, Westlye, Lars T., Kochunov, Peter, Satterthwaite, Theodore D., Wolf, Daniel H., Huang, Alexander J., Kessler, Charles, Weideman, Andrea, Nguyen, Dana, Mueller, Bryon A., Faziola, Lawrence, Potkin, Steven G., Preda, Adrian, Mathalon, Daniel H., Bustillo, Juan, Calhoun, Vince, Ford, Judith M., Walton, Esther, Ehrlich, Stefan, Ducci, Giuseppe, Banaj, Nerisa, Piras, Fabrizio, Piras, Federica, Spalletta, Gianfranco, Canales‐Rodríguez, Erick J., Fuentes‐Claramonte, Paola, Pomarol‐Clotet, Edith, Radua, Joaquim, Salvador, Raymond, Sarró, Salvador, Dickie, Erin W., Voineskos, Aristotle, Tordesillas‐Gutiérrez, Diana, Crespo‐Facorro, Benedicto, Setién‐Suero, Esther, van Son, Jacqueline Mayoral, Borgwardt, Stefan, Schönborn‐Harrisberger, Fabienne, Morris, Derek, Donohoe, Gary, Holleran, Laurena, Cannon, Dara, McDonald, Colm, Corvin, Aiden, Gill, Michael, Filho, Geraldo Busatto, Rosa, Pedro G. P., Serpa, Mauricio H., Zanetti, Marcus V., Lebedeva, Irina, Kaleda, Vasily, Tomyshev, Alexander, Crow, Tim, James, Anthony, Cervenka, Simon, Sellgren, Carl M, Fatouros‐Bergman, Helena, Agartz, Ingrid, Howells, Fleur, Stein, Dan J., Temmingh, Henk, Uhlmann, Anne, de Zubicaray, Greig I., McMahon, Katie L., Wright, Margie, Cobia, Derin, Csernansky, John G., Thompson, Paul M., Turner, Jessica A., Wang, Lei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8675416/
https://www.ncbi.nlm.nih.gov/pubmed/34498337
http://dx.doi.org/10.1002/hbm.25625
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author Gutman, Boris A.
van Erp, Theo G.M.
Alpert, Kathryn
Ching, Christopher R. K.
Isaev, Dmitry
Ragothaman, Anjani
Jahanshad, Neda
Saremi, Arvin
Zavaliangos‐Petropulu, Artemis
Glahn, David C.
Shen, Li
Cong, Shan
Alnæs, Dag
Andreassen, Ole Andreas
Doan, Nhat Trung
Westlye, Lars T.
Kochunov, Peter
Satterthwaite, Theodore D.
Wolf, Daniel H.
Huang, Alexander J.
Kessler, Charles
Weideman, Andrea
Nguyen, Dana
Mueller, Bryon A.
Faziola, Lawrence
Potkin, Steven G.
Preda, Adrian
Mathalon, Daniel H.
Bustillo, Juan
Calhoun, Vince
Ford, Judith M.
Walton, Esther
Ehrlich, Stefan
Ducci, Giuseppe
Banaj, Nerisa
Piras, Fabrizio
Piras, Federica
Spalletta, Gianfranco
Canales‐Rodríguez, Erick J.
Fuentes‐Claramonte, Paola
Pomarol‐Clotet, Edith
Radua, Joaquim
Salvador, Raymond
Sarró, Salvador
Dickie, Erin W.
Voineskos, Aristotle
Tordesillas‐Gutiérrez, Diana
Crespo‐Facorro, Benedicto
Setién‐Suero, Esther
van Son, Jacqueline Mayoral
Borgwardt, Stefan
Schönborn‐Harrisberger, Fabienne
Morris, Derek
Donohoe, Gary
Holleran, Laurena
Cannon, Dara
McDonald, Colm
Corvin, Aiden
Gill, Michael
Filho, Geraldo Busatto
Rosa, Pedro G. P.
Serpa, Mauricio H.
Zanetti, Marcus V.
Lebedeva, Irina
Kaleda, Vasily
Tomyshev, Alexander
Crow, Tim
James, Anthony
Cervenka, Simon
Sellgren, Carl M
Fatouros‐Bergman, Helena
Agartz, Ingrid
Howells, Fleur
Stein, Dan J.
Temmingh, Henk
Uhlmann, Anne
de Zubicaray, Greig I.
McMahon, Katie L.
Wright, Margie
Cobia, Derin
Csernansky, John G.
Thompson, Paul M.
Turner, Jessica A.
Wang, Lei
author_facet Gutman, Boris A.
van Erp, Theo G.M.
Alpert, Kathryn
Ching, Christopher R. K.
Isaev, Dmitry
Ragothaman, Anjani
Jahanshad, Neda
Saremi, Arvin
Zavaliangos‐Petropulu, Artemis
Glahn, David C.
Shen, Li
Cong, Shan
Alnæs, Dag
Andreassen, Ole Andreas
Doan, Nhat Trung
Westlye, Lars T.
Kochunov, Peter
Satterthwaite, Theodore D.
Wolf, Daniel H.
Huang, Alexander J.
Kessler, Charles
Weideman, Andrea
Nguyen, Dana
Mueller, Bryon A.
Faziola, Lawrence
Potkin, Steven G.
Preda, Adrian
Mathalon, Daniel H.
Bustillo, Juan
Calhoun, Vince
Ford, Judith M.
Walton, Esther
Ehrlich, Stefan
Ducci, Giuseppe
Banaj, Nerisa
Piras, Fabrizio
Piras, Federica
Spalletta, Gianfranco
Canales‐Rodríguez, Erick J.
Fuentes‐Claramonte, Paola
Pomarol‐Clotet, Edith
Radua, Joaquim
Salvador, Raymond
Sarró, Salvador
Dickie, Erin W.
Voineskos, Aristotle
Tordesillas‐Gutiérrez, Diana
Crespo‐Facorro, Benedicto
Setién‐Suero, Esther
van Son, Jacqueline Mayoral
Borgwardt, Stefan
Schönborn‐Harrisberger, Fabienne
Morris, Derek
Donohoe, Gary
Holleran, Laurena
Cannon, Dara
McDonald, Colm
Corvin, Aiden
Gill, Michael
Filho, Geraldo Busatto
Rosa, Pedro G. P.
Serpa, Mauricio H.
Zanetti, Marcus V.
Lebedeva, Irina
Kaleda, Vasily
Tomyshev, Alexander
Crow, Tim
James, Anthony
Cervenka, Simon
Sellgren, Carl M
Fatouros‐Bergman, Helena
Agartz, Ingrid
Howells, Fleur
Stein, Dan J.
Temmingh, Henk
Uhlmann, Anne
de Zubicaray, Greig I.
McMahon, Katie L.
Wright, Margie
Cobia, Derin
Csernansky, John G.
Thompson, Paul M.
Turner, Jessica A.
Wang, Lei
author_sort Gutman, Boris A.
collection PubMed
description Schizophrenia is associated with widespread alterations in subcortical brain structure. While analytic methods have enabled more detailed morphometric characterization, findings are often equivocal. In this meta‐analysis, we employed the harmonized ENIGMA shape analysis protocols to collaboratively investigate subcortical brain structure shape differences between individuals with schizophrenia and healthy control participants. The study analyzed data from 2,833 individuals with schizophrenia and 3,929 healthy control participants contributed by 21 worldwide research groups participating in the ENIGMA Schizophrenia Working Group. Harmonized shape analysis protocols were applied to each site's data independently for bilateral hippocampus, amygdala, caudate, accumbens, putamen, pallidum, and thalamus obtained from T1‐weighted structural MRI scans. Mass univariate meta‐analyses revealed more‐concave‐than‐convex shape differences in the hippocampus, amygdala, accumbens, and thalamus in individuals with schizophrenia compared with control participants, more‐convex‐than‐concave shape differences in the putamen and pallidum, and both concave and convex shape differences in the caudate. Patterns of exaggerated asymmetry were observed across the hippocampus, amygdala, and thalamus in individuals with schizophrenia compared to control participants, while diminished asymmetry encompassed ventral striatum and ventral and dorsal thalamus. Our analyses also revealed that higher chlorpromazine dose equivalents and increased positive symptom levels were associated with patterns of contiguous convex shape differences across multiple subcortical structures. Findings from our shape meta‐analysis suggest that common neurobiological mechanisms may contribute to gray matter reduction across multiple subcortical regions, thus enhancing our understanding of the nature of network disorganization in schizophrenia.
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spelling pubmed-86754162021-12-27 A meta‐analysis of deep brain structural shape and asymmetry abnormalities in 2,833 individuals with schizophrenia compared with 3,929 healthy volunteers via the ENIGMA Consortium Gutman, Boris A. van Erp, Theo G.M. Alpert, Kathryn Ching, Christopher R. K. Isaev, Dmitry Ragothaman, Anjani Jahanshad, Neda Saremi, Arvin Zavaliangos‐Petropulu, Artemis Glahn, David C. Shen, Li Cong, Shan Alnæs, Dag Andreassen, Ole Andreas Doan, Nhat Trung Westlye, Lars T. Kochunov, Peter Satterthwaite, Theodore D. Wolf, Daniel H. Huang, Alexander J. Kessler, Charles Weideman, Andrea Nguyen, Dana Mueller, Bryon A. Faziola, Lawrence Potkin, Steven G. Preda, Adrian Mathalon, Daniel H. Bustillo, Juan Calhoun, Vince Ford, Judith M. Walton, Esther Ehrlich, Stefan Ducci, Giuseppe Banaj, Nerisa Piras, Fabrizio Piras, Federica Spalletta, Gianfranco Canales‐Rodríguez, Erick J. Fuentes‐Claramonte, Paola Pomarol‐Clotet, Edith Radua, Joaquim Salvador, Raymond Sarró, Salvador Dickie, Erin W. Voineskos, Aristotle Tordesillas‐Gutiérrez, Diana Crespo‐Facorro, Benedicto Setién‐Suero, Esther van Son, Jacqueline Mayoral Borgwardt, Stefan Schönborn‐Harrisberger, Fabienne Morris, Derek Donohoe, Gary Holleran, Laurena Cannon, Dara McDonald, Colm Corvin, Aiden Gill, Michael Filho, Geraldo Busatto Rosa, Pedro G. P. Serpa, Mauricio H. Zanetti, Marcus V. Lebedeva, Irina Kaleda, Vasily Tomyshev, Alexander Crow, Tim James, Anthony Cervenka, Simon Sellgren, Carl M Fatouros‐Bergman, Helena Agartz, Ingrid Howells, Fleur Stein, Dan J. Temmingh, Henk Uhlmann, Anne de Zubicaray, Greig I. McMahon, Katie L. Wright, Margie Cobia, Derin Csernansky, John G. Thompson, Paul M. Turner, Jessica A. Wang, Lei Hum Brain Mapp Research Articles Schizophrenia is associated with widespread alterations in subcortical brain structure. While analytic methods have enabled more detailed morphometric characterization, findings are often equivocal. In this meta‐analysis, we employed the harmonized ENIGMA shape analysis protocols to collaboratively investigate subcortical brain structure shape differences between individuals with schizophrenia and healthy control participants. The study analyzed data from 2,833 individuals with schizophrenia and 3,929 healthy control participants contributed by 21 worldwide research groups participating in the ENIGMA Schizophrenia Working Group. Harmonized shape analysis protocols were applied to each site's data independently for bilateral hippocampus, amygdala, caudate, accumbens, putamen, pallidum, and thalamus obtained from T1‐weighted structural MRI scans. Mass univariate meta‐analyses revealed more‐concave‐than‐convex shape differences in the hippocampus, amygdala, accumbens, and thalamus in individuals with schizophrenia compared with control participants, more‐convex‐than‐concave shape differences in the putamen and pallidum, and both concave and convex shape differences in the caudate. Patterns of exaggerated asymmetry were observed across the hippocampus, amygdala, and thalamus in individuals with schizophrenia compared to control participants, while diminished asymmetry encompassed ventral striatum and ventral and dorsal thalamus. Our analyses also revealed that higher chlorpromazine dose equivalents and increased positive symptom levels were associated with patterns of contiguous convex shape differences across multiple subcortical structures. Findings from our shape meta‐analysis suggest that common neurobiological mechanisms may contribute to gray matter reduction across multiple subcortical regions, thus enhancing our understanding of the nature of network disorganization in schizophrenia. John Wiley & Sons, Inc. 2021-09-08 /pmc/articles/PMC8675416/ /pubmed/34498337 http://dx.doi.org/10.1002/hbm.25625 Text en © 2021 The Authors. Human Brain Mapping published by Wiley Periodicals LLC. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Articles
Gutman, Boris A.
van Erp, Theo G.M.
Alpert, Kathryn
Ching, Christopher R. K.
Isaev, Dmitry
Ragothaman, Anjani
Jahanshad, Neda
Saremi, Arvin
Zavaliangos‐Petropulu, Artemis
Glahn, David C.
Shen, Li
Cong, Shan
Alnæs, Dag
Andreassen, Ole Andreas
Doan, Nhat Trung
Westlye, Lars T.
Kochunov, Peter
Satterthwaite, Theodore D.
Wolf, Daniel H.
Huang, Alexander J.
Kessler, Charles
Weideman, Andrea
Nguyen, Dana
Mueller, Bryon A.
Faziola, Lawrence
Potkin, Steven G.
Preda, Adrian
Mathalon, Daniel H.
Bustillo, Juan
Calhoun, Vince
Ford, Judith M.
Walton, Esther
Ehrlich, Stefan
Ducci, Giuseppe
Banaj, Nerisa
Piras, Fabrizio
Piras, Federica
Spalletta, Gianfranco
Canales‐Rodríguez, Erick J.
Fuentes‐Claramonte, Paola
Pomarol‐Clotet, Edith
Radua, Joaquim
Salvador, Raymond
Sarró, Salvador
Dickie, Erin W.
Voineskos, Aristotle
Tordesillas‐Gutiérrez, Diana
Crespo‐Facorro, Benedicto
Setién‐Suero, Esther
van Son, Jacqueline Mayoral
Borgwardt, Stefan
Schönborn‐Harrisberger, Fabienne
Morris, Derek
Donohoe, Gary
Holleran, Laurena
Cannon, Dara
McDonald, Colm
Corvin, Aiden
Gill, Michael
Filho, Geraldo Busatto
Rosa, Pedro G. P.
Serpa, Mauricio H.
Zanetti, Marcus V.
Lebedeva, Irina
Kaleda, Vasily
Tomyshev, Alexander
Crow, Tim
James, Anthony
Cervenka, Simon
Sellgren, Carl M
Fatouros‐Bergman, Helena
Agartz, Ingrid
Howells, Fleur
Stein, Dan J.
Temmingh, Henk
Uhlmann, Anne
de Zubicaray, Greig I.
McMahon, Katie L.
Wright, Margie
Cobia, Derin
Csernansky, John G.
Thompson, Paul M.
Turner, Jessica A.
Wang, Lei
A meta‐analysis of deep brain structural shape and asymmetry abnormalities in 2,833 individuals with schizophrenia compared with 3,929 healthy volunteers via the ENIGMA Consortium
title A meta‐analysis of deep brain structural shape and asymmetry abnormalities in 2,833 individuals with schizophrenia compared with 3,929 healthy volunteers via the ENIGMA Consortium
title_full A meta‐analysis of deep brain structural shape and asymmetry abnormalities in 2,833 individuals with schizophrenia compared with 3,929 healthy volunteers via the ENIGMA Consortium
title_fullStr A meta‐analysis of deep brain structural shape and asymmetry abnormalities in 2,833 individuals with schizophrenia compared with 3,929 healthy volunteers via the ENIGMA Consortium
title_full_unstemmed A meta‐analysis of deep brain structural shape and asymmetry abnormalities in 2,833 individuals with schizophrenia compared with 3,929 healthy volunteers via the ENIGMA Consortium
title_short A meta‐analysis of deep brain structural shape and asymmetry abnormalities in 2,833 individuals with schizophrenia compared with 3,929 healthy volunteers via the ENIGMA Consortium
title_sort meta‐analysis of deep brain structural shape and asymmetry abnormalities in 2,833 individuals with schizophrenia compared with 3,929 healthy volunteers via the enigma consortium
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8675416/
https://www.ncbi.nlm.nih.gov/pubmed/34498337
http://dx.doi.org/10.1002/hbm.25625
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AT fatourosbergmanhelena ametaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT agartzingrid ametaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT howellsfleur ametaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT steindanj ametaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT temminghhenk ametaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT uhlmannanne ametaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT dezubicaraygreigi ametaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT mcmahonkatiel ametaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT wrightmargie ametaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT cobiaderin ametaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT csernanskyjohng ametaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT thompsonpaulm ametaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT turnerjessicaa ametaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT wanglei ametaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT gutmanborisa metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT vanerptheogm metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT alpertkathryn metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT chingchristopherrk metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT isaevdmitry metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT ragothamananjani metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT jahanshadneda metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT saremiarvin metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT zavaliangospetropuluartemis metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT glahndavidc metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT shenli metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT congshan metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT alnæsdag metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT andreassenoleandreas metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT doannhattrung metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT westlyelarst metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT kochunovpeter metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT satterthwaitetheodored metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT wolfdanielh metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT huangalexanderj metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT kesslercharles metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT weidemanandrea metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT nguyendana metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT muellerbryona metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT faziolalawrence metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT potkinsteveng metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT predaadrian metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT mathalondanielh metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT bustillojuan metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT calhounvince metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT fordjudithm metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT waltonesther metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT ehrlichstefan metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT duccigiuseppe metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT banajnerisa metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT pirasfabrizio metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT pirasfederica metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT spallettagianfranco metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT canalesrodriguezerickj metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT fuentesclaramontepaola metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT pomarolclotetedith metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT raduajoaquim metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT salvadorraymond metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT sarrosalvador metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT dickieerinw metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT voineskosaristotle metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT tordesillasgutierrezdiana metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT crespofacorrobenedicto metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT setiensueroesther metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT vansonjacquelinemayoral metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT borgwardtstefan metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT schonbornharrisbergerfabienne metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT morrisderek metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT donohoegary metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT holleranlaurena metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT cannondara metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT mcdonaldcolm metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT corvinaiden metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT gillmichael metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT filhogeraldobusatto metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT rosapedrogp metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT serpamauricioh metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT zanettimarcusv metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT lebedevairina metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT kaledavasily metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT tomyshevalexander metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT crowtim metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT jamesanthony metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT cervenkasimon metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT sellgrencarlm metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT fatourosbergmanhelena metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT agartzingrid metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT howellsfleur metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT steindanj metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT temminghhenk metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT uhlmannanne metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT dezubicaraygreigi metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT mcmahonkatiel metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT wrightmargie metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT cobiaderin metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT csernanskyjohng metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT thompsonpaulm metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT turnerjessicaa metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium
AT wanglei metaanalysisofdeepbrainstructuralshapeandasymmetryabnormalitiesin2833individualswithschizophreniacomparedwith3929healthyvolunteersviatheenigmaconsortium