Sophie Townend, Marlene Staginnus, Yidian Gao, Nina Alexander, Volker Arolt, Tobias Banaschewski, Mark A Bellgrove, Vivek Benegal, Robert J Blair, Laura Blanco-Hinojo, Ole Jonas Boeken, Joscha Böhnlein, Sven Bölte, Linda M Bonnekoh, Daniel Brandeis, Rodrigo A Bressan, Fabian Breuer, Willem B Bruin, Jan K Buitelaar, Katie L Burkhouse, Monica E Calkins, Marta Cano, Narcis Cardoner, Hui Chen, Xianliang Chen, David R Coghill, Olivier F Colins, Colm G Connolly, Michael C Craig, Kathryn R Cullen, Udo Dannlowski, Christopher G Davey, Andrea Dietrich, Daifeng Dong, Christine M Freitag, Thomas Frodl, Liesbet Goossens, Dominik Grotegerd, Raquel E Gur, Ruben C Gur, Jan Haavik, Cindy C Hagan, Tim Hahn, Alfons O Hamm, Ben J Harrison, Catharina A Hartman, Martin J Herrmann, Tiffany C Ho, Pieter J Hoekstra, Bharath Holla, Karim Ibrahim, Andrea Jackowski, Hamidreza Jamalabadi, Yali Jiang, Tilo Kircher, Kerstin Konrad, Anna Kraus, Jonna Kuntsi, Till Langhammer, Luisa Lazaro, Elisabeth J Leehr, Ulrike Lueken, Ren Ma, Frank P MacMaster, Gisele G Manfro, Anne Martinelli, Hannah Meinert, Susanne Meinert, Jarosław M Michałowski, Qingsen Ming, Robert Moeck, Lilianne R Mujica-Parodi, Benson Mwangi, Janina Neufeld, Joel T Nigg, Ruth L O'Gorman Tuura, Hyuntaek Oh, Jaap Oosterlaan, Yannis Paloyelis, Pedro M Pan, Luca Passamonti, Wenceslao Peñate, K Luan Phan, Kerstin J Plessen, Jesus Pujol, Karl Lundin Remnélius, Francisco Rivero, Katya Rubia, Ramiro Salas, Giovanni A Salum, Theodore D Satterthwaite, Anne Schienle, Elisabeth Schrammen, Koen R J Schruers, Gunter Schumann, Arjun Sethi, Tim Silk, Norbert Skokauskas, Jordan Smoller, Jair C Soares, Lin Sørensen, Christina Stadler, Michael C Stevens, Benjamin Straube, Thomas Straube, Andreas Ströhle, Gustavo Sudre, Denis G Sukhodolsky, Kate Sully, Xiaoqiang Sun, Chad M Sylvester, Nicola Toschi, Steven J A van der Werff, Alasdair Vance, Robert Vermeiren, Albert Wabnegger, Xiaoping Wang, Julia Wendt, Sarah Whittle, Julian Wiemer, Anderson M Winkler, Hans U Wittchen, Mon-Ju Wu, Qiong Wu, Tony T Yang, Yunbo Yang, Shuqiao Yao, Jibiao Zhang, Jiansong Zhou, Andre Zugman, Giovana B Zunta-Soares, Peter M Zwanzger, Sophia I Thomopoulos, Neda Jahanshad, Paul M Thompson, Kevin Hilbert, Arielle Baskin-Sommers, Charlotte A M Cecil, Moji Aghajani, Daniel S Pine, Nic J A van der Wee, Dan J Stein, Nynke A Groenewold, Janna Marie Bas-Hoogendam, Laura K M Han, Elena Pozzi, Lianne Schmaal, Barbara Franke, Martine Hoogman, Esther Walton, Stephane A De Brito, Graeme Fairchild
{"title":"内化或外化障碍青少年大脑结构的共同和明显改变：来自ENIGMA反社会行为、ADHD、MDD和焦虑工作组的发现","authors":"Sophie Townend, Marlene Staginnus, Yidian Gao, Nina Alexander, Volker Arolt, Tobias Banaschewski, Mark A Bellgrove, Vivek Benegal, Robert J Blair, Laura Blanco-Hinojo, Ole Jonas Boeken, Joscha Böhnlein, Sven Bölte, Linda M Bonnekoh, Daniel Brandeis, Rodrigo A Bressan, Fabian Breuer, Willem B Bruin, Jan K Buitelaar, Katie L Burkhouse, Monica E Calkins, Marta Cano, Narcis Cardoner, Hui Chen, Xianliang Chen, David R Coghill, Olivier F Colins, Colm G Connolly, Michael C Craig, Kathryn R Cullen, Udo Dannlowski, Christopher G Davey, Andrea Dietrich, Daifeng Dong, Christine M Freitag, Thomas Frodl, Liesbet Goossens, Dominik Grotegerd, Raquel E Gur, Ruben C Gur, Jan Haavik, Cindy C Hagan, Tim Hahn, Alfons O Hamm, Ben J Harrison, Catharina A Hartman, Martin J Herrmann, Tiffany C Ho, Pieter J Hoekstra, Bharath Holla, Karim Ibrahim, Andrea Jackowski, Hamidreza Jamalabadi, Yali Jiang, Tilo Kircher, Kerstin Konrad, Anna Kraus, Jonna Kuntsi, Till Langhammer, Luisa Lazaro, Elisabeth J Leehr, Ulrike Lueken, Ren Ma, Frank P MacMaster, Gisele G Manfro, Anne Martinelli, Hannah Meinert, Susanne Meinert, Jarosław M Michałowski, Qingsen Ming, Robert Moeck, Lilianne R Mujica-Parodi, Benson Mwangi, Janina Neufeld, Joel T Nigg, Ruth L O'Gorman Tuura, Hyuntaek Oh, Jaap Oosterlaan, Yannis Paloyelis, Pedro M Pan, Luca Passamonti, Wenceslao Peñate, K Luan Phan, Kerstin J Plessen, Jesus Pujol, Karl Lundin Remnélius, Francisco Rivero, Katya Rubia, Ramiro Salas, Giovanni A Salum, Theodore D Satterthwaite, Anne Schienle, Elisabeth Schrammen, Koen R J Schruers, Gunter Schumann, Arjun Sethi, Tim Silk, Norbert Skokauskas, Jordan Smoller, Jair C Soares, Lin Sørensen, Christina Stadler, Michael C Stevens, Benjamin Straube, Thomas Straube, Andreas Ströhle, Gustavo Sudre, Denis G Sukhodolsky, Kate Sully, Xiaoqiang Sun, Chad M Sylvester, Nicola Toschi, Steven J A van der Werff, Alasdair Vance, Robert Vermeiren, Albert Wabnegger, Xiaoping Wang, Julia Wendt, Sarah Whittle, Julian Wiemer, Anderson M Winkler, Hans U Wittchen, Mon-Ju Wu, Qiong Wu, Tony T Yang, Yunbo Yang, Shuqiao Yao, Jibiao Zhang, Jiansong Zhou, Andre Zugman, Giovana B Zunta-Soares, Peter M Zwanzger, Sophia I Thomopoulos, Neda Jahanshad, Paul M Thompson, Kevin Hilbert, Arielle Baskin-Sommers, Charlotte A M Cecil, Moji Aghajani, Daniel S Pine, Nic J A van der Wee, Dan J Stein, Nynke A Groenewold, Janna Marie Bas-Hoogendam, Laura K M Han, Elena Pozzi, Lianne Schmaal, Barbara Franke, Martine Hoogman, Esther Walton, Stephane A De Brito, Graeme Fairchild","doi":"10.1016/j.biopsych.2025.08.003","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Externalizing and internalizing disorders are common in youth but are often studied separately, preventing researchers from identifying shared (i.e., transdiagnostic) alterations in brain structure. Using data from the ENIGMA Consortium, we conducted a mega-analysis to identify shared and distinct cortical and subcortical brain alterations across internalizing (anxiety disorders and depression) and externalizing disorders (attention-deficit/hyperactivity disorder [ADHD] and conduct disorder [CD]) in youth.</p><p><strong>Methods: </strong>3D T1-weighted MRI data from youth (aged 4-21 years) with anxiety disorders (n=1,044), depression (n=504), ADHD (n=1,317), and CD (n=1,172), along with healthy controls (n=4,743) were analyzed. We assessed group differences in regional cortical thickness, surface area, and subcortical volume using linear models, adjusted for site, age, and sex, and total intracranial volume in the surface area and subcortical volume models.</p><p><strong>Results: </strong>We observed transdiagnostic associations, with both internalizing and externalizing disorders characterized by lower surface area in the insula, entorhinal cortex, and middle temporal gyrus, and lower amygdala volume (Cohen's ds=-0.07 to -0.24), as well as total surface area and intracranial volume (ds=-0.11 to -0.25). Externalizing-specific reductions in surface area were observed in fronto-parietal regions (ds=-0.08 to -0.13), but no internalizing-specific associations were identified. Disorder-specific alterations were identified for ADHD, CD, and anxiety disorders, but not depression.</p><p><strong>Conclusions: </strong>Both common and disorder-specific alterations were identified, with regions involved in salience attribution and emotion processing implicated across internalizing and externalizing disorders. These findings can guide future research targeting common biological processes across youth psychiatric disorders as well as features unique to individual disorders.</p>","PeriodicalId":8918,"journal":{"name":"Biological Psychiatry","volume":" ","pages":""},"PeriodicalIF":9.0000,"publicationDate":"2025-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Shared and distinct alterations in brain structure of youth with internalizing or externalizing disorders: Findings from the ENIGMA Antisocial Behavior, ADHD, MDD, and Anxiety Working Groups.\",\"authors\":\"Sophie Townend, Marlene Staginnus, Yidian Gao, Nina Alexander, Volker Arolt, Tobias Banaschewski, Mark A Bellgrove, Vivek Benegal, Robert J Blair, Laura Blanco-Hinojo, Ole Jonas Boeken, Joscha Böhnlein, Sven Bölte, Linda M Bonnekoh, Daniel Brandeis, Rodrigo A Bressan, Fabian Breuer, Willem B Bruin, Jan K Buitelaar, Katie L Burkhouse, Monica E Calkins, Marta Cano, Narcis Cardoner, Hui Chen, Xianliang Chen, David R Coghill, Olivier F Colins, Colm G Connolly, Michael C Craig, Kathryn R Cullen, Udo Dannlowski, Christopher G Davey, Andrea Dietrich, Daifeng Dong, Christine M Freitag, Thomas Frodl, Liesbet Goossens, Dominik Grotegerd, Raquel E Gur, Ruben C Gur, Jan Haavik, Cindy C Hagan, Tim Hahn, Alfons O Hamm, Ben J Harrison, Catharina A Hartman, Martin J Herrmann, Tiffany C Ho, Pieter J Hoekstra, Bharath Holla, Karim Ibrahim, Andrea Jackowski, Hamidreza Jamalabadi, Yali Jiang, Tilo Kircher, Kerstin Konrad, Anna Kraus, Jonna Kuntsi, Till Langhammer, Luisa Lazaro, Elisabeth J Leehr, Ulrike Lueken, Ren Ma, Frank P MacMaster, Gisele G Manfro, Anne Martinelli, Hannah Meinert, Susanne Meinert, Jarosław M Michałowski, Qingsen Ming, Robert Moeck, Lilianne R Mujica-Parodi, Benson Mwangi, Janina Neufeld, Joel T Nigg, Ruth L O'Gorman Tuura, Hyuntaek Oh, Jaap Oosterlaan, Yannis Paloyelis, Pedro M Pan, Luca Passamonti, Wenceslao Peñate, K Luan Phan, Kerstin J Plessen, Jesus Pujol, Karl Lundin Remnélius, Francisco Rivero, Katya Rubia, Ramiro Salas, Giovanni A Salum, Theodore D Satterthwaite, Anne Schienle, Elisabeth Schrammen, Koen R J Schruers, Gunter Schumann, Arjun Sethi, Tim Silk, Norbert Skokauskas, Jordan Smoller, Jair C Soares, Lin Sørensen, Christina Stadler, Michael C Stevens, Benjamin Straube, Thomas Straube, Andreas Ströhle, Gustavo Sudre, Denis G Sukhodolsky, Kate Sully, Xiaoqiang Sun, Chad M Sylvester, Nicola Toschi, Steven J A van der Werff, Alasdair Vance, Robert Vermeiren, Albert Wabnegger, Xiaoping Wang, Julia Wendt, Sarah Whittle, Julian Wiemer, Anderson M Winkler, Hans U Wittchen, Mon-Ju Wu, Qiong Wu, Tony T Yang, Yunbo Yang, Shuqiao Yao, Jibiao Zhang, Jiansong Zhou, Andre Zugman, Giovana B Zunta-Soares, Peter M Zwanzger, Sophia I Thomopoulos, Neda Jahanshad, Paul M Thompson, Kevin Hilbert, Arielle Baskin-Sommers, Charlotte A M Cecil, Moji Aghajani, Daniel S Pine, Nic J A van der Wee, Dan J Stein, Nynke A Groenewold, Janna Marie Bas-Hoogendam, Laura K M Han, Elena Pozzi, Lianne Schmaal, Barbara Franke, Martine Hoogman, Esther Walton, Stephane A De Brito, Graeme Fairchild\",\"doi\":\"10.1016/j.biopsych.2025.08.003\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Externalizing and internalizing disorders are common in youth but are often studied separately, preventing researchers from identifying shared (i.e., transdiagnostic) alterations in brain structure. Using data from the ENIGMA Consortium, we conducted a mega-analysis to identify shared and distinct cortical and subcortical brain alterations across internalizing (anxiety disorders and depression) and externalizing disorders (attention-deficit/hyperactivity disorder [ADHD] and conduct disorder [CD]) in youth.</p><p><strong>Methods: </strong>3D T1-weighted MRI data from youth (aged 4-21 years) with anxiety disorders (n=1,044), depression (n=504), ADHD (n=1,317), and CD (n=1,172), along with healthy controls (n=4,743) were analyzed. We assessed group differences in regional cortical thickness, surface area, and subcortical volume using linear models, adjusted for site, age, and sex, and total intracranial volume in the surface area and subcortical volume models.</p><p><strong>Results: </strong>We observed transdiagnostic associations, with both internalizing and externalizing disorders characterized by lower surface area in the insula, entorhinal cortex, and middle temporal gyrus, and lower amygdala volume (Cohen's ds=-0.07 to -0.24), as well as total surface area and intracranial volume (ds=-0.11 to -0.25). Externalizing-specific reductions in surface area were observed in fronto-parietal regions (ds=-0.08 to -0.13), but no internalizing-specific associations were identified. 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Shared and distinct alterations in brain structure of youth with internalizing or externalizing disorders: Findings from the ENIGMA Antisocial Behavior, ADHD, MDD, and Anxiety Working Groups.
Background: Externalizing and internalizing disorders are common in youth but are often studied separately, preventing researchers from identifying shared (i.e., transdiagnostic) alterations in brain structure. Using data from the ENIGMA Consortium, we conducted a mega-analysis to identify shared and distinct cortical and subcortical brain alterations across internalizing (anxiety disorders and depression) and externalizing disorders (attention-deficit/hyperactivity disorder [ADHD] and conduct disorder [CD]) in youth.
Methods: 3D T1-weighted MRI data from youth (aged 4-21 years) with anxiety disorders (n=1,044), depression (n=504), ADHD (n=1,317), and CD (n=1,172), along with healthy controls (n=4,743) were analyzed. We assessed group differences in regional cortical thickness, surface area, and subcortical volume using linear models, adjusted for site, age, and sex, and total intracranial volume in the surface area and subcortical volume models.
Results: We observed transdiagnostic associations, with both internalizing and externalizing disorders characterized by lower surface area in the insula, entorhinal cortex, and middle temporal gyrus, and lower amygdala volume (Cohen's ds=-0.07 to -0.24), as well as total surface area and intracranial volume (ds=-0.11 to -0.25). Externalizing-specific reductions in surface area were observed in fronto-parietal regions (ds=-0.08 to -0.13), but no internalizing-specific associations were identified. Disorder-specific alterations were identified for ADHD, CD, and anxiety disorders, but not depression.
Conclusions: Both common and disorder-specific alterations were identified, with regions involved in salience attribution and emotion processing implicated across internalizing and externalizing disorders. These findings can guide future research targeting common biological processes across youth psychiatric disorders as well as features unique to individual disorders.
期刊介绍：
Biological Psychiatry is an official journal of the Society of Biological Psychiatry and was established in 1969. It is the first journal in the Biological Psychiatry family, which also includes Biological Psychiatry: Cognitive Neuroscience and Neuroimaging and Biological Psychiatry: Global Open Science. The Society's main goal is to promote excellence in scientific research and education in the fields related to the nature, causes, mechanisms, and treatments of disorders pertaining to thought, emotion, and behavior. To fulfill this mission, Biological Psychiatry publishes peer-reviewed, rapid-publication articles that present new findings from original basic, translational, and clinical mechanistic research, ultimately advancing our understanding of psychiatric disorders and their treatment. The journal also encourages the submission of reviews and commentaries on current research and topics of interest.
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