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Article: Structural Brain Correlates of Childhood Inhibited Temperament: An ENIGMA-Anxiety Mega-Analysis

TitleStructural Brain Correlates of Childhood Inhibited Temperament: An ENIGMA-Anxiety Mega-Analysis
Authors
Keywordsadolescence
anxiety disorders
childhood
magnetic resonance imaging (MRI)
temperament
Issue Date4-Jul-2025
PublisherElsevier
Citation
Journal of the American Academy of Child and Adolescent Psychiatry, 2025 How to Cite?
AbstractObjective: Childhood inhibited temperament (cIT) is associated with an increased risk for developing internalizing psychopathology. Neurobiological characteristics identified by structural magnetic resonance imaging (MRI) may elucidate the neural substrates for cIT, but studies are scarce and often focus on particular regions of interest. Moreover, current findings lack replication. This preregistered analysis from the ENIGMA-Anxiety Working Group examined structural brain characteristics associated with cIT using a comprehensive whole-brain approach. Method: Temperament assessments (behavioral observations, parent/teacher reports or self-reports on cIT before age 13 years) and MRI data (age at scan, 6-25 years) from international research sites (Europe, North America, South America) were pooled for mega-analysis. Following image processing and quality control, associations between cIT and brain structure were examined in 3,803 participants. Subcortical volumes, cortical thickness, and surface area (main analyses) and detailed subcortical characteristics (eg, subnuclei, subfields, partial volume effects; exploratory analyses) were considered. Results: In the full sample, cIT showed no relation with brain structure, either as a main effect or in interactions with sex or age. Subgroup analyses (based on cIT assessment type) revealed cIT by sex interactions on mean cortical thickness (pMC-FWER = .037) and thickness of the right superior parietal region (pMC-FWER = .029) in youth with parent/teacher reports on cIT levels. Exploratory analyses revealed findings in the hippocampus, putamen, and caudate, but most did not survive statistical correction for multiple testing. Conclusion: This mega-analysis found no consistent associations between cIT and regional brain structure, although the role of parietal regions warrants further investigation. Future studies should consider brain function in cIT, preferably using longitudinal designs. Study Registration Information: Structural Brain Correlates of Childhood Inhibited Temperament: An ENIGMA-Anxiety Mega-analysis. https://www.jaacap.org/article/S0890-8567(22)00299-4/fulltext
Persistent Identifierhttp://hdl.handle.net/10722/366633
ISSN
2023 Impact Factor: 9.2
2023 SCImago Journal Rankings: 4.320

 

DC FieldValueLanguage
dc.contributor.authorBas-Hoogendam, Janna Marie-
dc.contributor.authorBernstein, Rachel A.-
dc.contributor.authorBenson, Brenda E.-
dc.contributor.authorFrank, Samuel E.C.-
dc.contributor.authorBuss, Kristin A.-
dc.contributor.authorGunther, Kelley E.-
dc.contributor.authorPérez-Edgar, Koraly-
dc.contributor.authorSalum, Giovanni A.-
dc.contributor.authorJackowski, Andrea-
dc.contributor.authorBressan, Rodrigo A.-
dc.contributor.authorZugman, André-
dc.contributor.authorDegnan, Kathryn A.-
dc.contributor.authorFilippi, Courtney A.-
dc.contributor.authorFox, Nathan A.-
dc.contributor.authorHenderson, Heather A.-
dc.contributor.authorTang, Alva-
dc.contributor.authorZeytinoglu, Selin-
dc.contributor.authorHarrewijn, Anita-
dc.contributor.authorHillegers, Manon H.J.-
dc.contributor.authorMuetzel, Ryan L.-
dc.contributor.authorWhite, Tonya-
dc.contributor.authorvan IJzendoorn, Marinus H.-
dc.contributor.authorSchwartz, Carl E.-
dc.contributor.authorFelicione, Julia M.-
dc.contributor.authorDeYoung, Kathryn A.-
dc.contributor.authorShackman, Alexander J.-
dc.contributor.authorSmith, Jason F.-
dc.contributor.authorTillman, Rachael M.-
dc.contributor.authorvan den Berg, Yvonne H.M.-
dc.contributor.authorCillessen, Antonius H.N.-
dc.contributor.authorRoelofs, Karin-
dc.contributor.authorTyborowska, Anna-
dc.contributor.authorHill, Shirley Y.-
dc.contributor.authorBattaglia, Marco-
dc.contributor.authorTettamanti, Marco-
dc.contributor.authorDougherty, Lea R.-
dc.contributor.authorJin, Jingwen-
dc.contributor.authorKlein, Daniel N.-
dc.contributor.authorLeung, Hoi Chung-
dc.contributor.authorAvery, Suzanne N.-
dc.contributor.authorBlackford, Jennifer Urbano-
dc.contributor.authorClauss, Jacqueline A.-
dc.contributor.authorBjork, James M.-
dc.contributor.authorHettema, John M.-
dc.contributor.authorMoore, Ashlee A.-
dc.contributor.authorRoberson-Nay, Roxann-
dc.contributor.authorSawyers, Chelsea-
dc.contributor.authorHayden, Elizabeth P.-
dc.contributor.authorLiu, Pan-
dc.contributor.authorVandermeer, Matthew R.J.-
dc.contributor.authorGoldsmith, H. Hill-
dc.contributor.authorPlanalp, Elizabeth M.-
dc.contributor.authorNichols, Thomas E.-
dc.contributor.authorThompson, Paul M.-
dc.contributor.authorWestenberg, P. Michiel-
dc.contributor.authorvan der Wee, Nic J.A.-
dc.contributor.authorGroenewold, Nynke A.-
dc.contributor.authorStein, Dan J.-
dc.contributor.authorWinkler, Anderson M.-
dc.contributor.authorPine, Daniel S.-
dc.date.accessioned2025-11-25T04:20:43Z-
dc.date.available2025-11-25T04:20:43Z-
dc.date.issued2025-07-04-
dc.identifier.citationJournal of the American Academy of Child and Adolescent Psychiatry, 2025-
dc.identifier.issn0890-8567-
dc.identifier.urihttp://hdl.handle.net/10722/366633-
dc.description.abstractObjective: Childhood inhibited temperament (cIT) is associated with an increased risk for developing internalizing psychopathology. Neurobiological characteristics identified by structural magnetic resonance imaging (MRI) may elucidate the neural substrates for cIT, but studies are scarce and often focus on particular regions of interest. Moreover, current findings lack replication. This preregistered analysis from the ENIGMA-Anxiety Working Group examined structural brain characteristics associated with cIT using a comprehensive whole-brain approach. Method: Temperament assessments (behavioral observations, parent/teacher reports or self-reports on cIT before age 13 years) and MRI data (age at scan, 6-25 years) from international research sites (Europe, North America, South America) were pooled for mega-analysis. Following image processing and quality control, associations between cIT and brain structure were examined in 3,803 participants. Subcortical volumes, cortical thickness, and surface area (main analyses) and detailed subcortical characteristics (eg, subnuclei, subfields, partial volume effects; exploratory analyses) were considered. Results: In the full sample, cIT showed no relation with brain structure, either as a main effect or in interactions with sex or age. Subgroup analyses (based on cIT assessment type) revealed cIT by sex interactions on mean cortical thickness (pMC-FWER = .037) and thickness of the right superior parietal region (pMC-FWER = .029) in youth with parent/teacher reports on cIT levels. Exploratory analyses revealed findings in the hippocampus, putamen, and caudate, but most did not survive statistical correction for multiple testing. Conclusion: This mega-analysis found no consistent associations between cIT and regional brain structure, although the role of parietal regions warrants further investigation. Future studies should consider brain function in cIT, preferably using longitudinal designs. Study Registration Information: Structural Brain Correlates of Childhood Inhibited Temperament: An ENIGMA-Anxiety Mega-analysis. https://www.jaacap.org/article/S0890-8567(22)00299-4/fulltext-
dc.languageeng-
dc.publisherElsevier-
dc.relation.ispartofJournal of the American Academy of Child and Adolescent Psychiatry-
dc.rightsThis work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.-
dc.subjectadolescence-
dc.subjectanxiety disorders-
dc.subjectchildhood-
dc.subjectmagnetic resonance imaging (MRI)-
dc.subjecttemperament-
dc.titleStructural Brain Correlates of Childhood Inhibited Temperament: An ENIGMA-Anxiety Mega-Analysis-
dc.typeArticle-
dc.identifier.doi10.1016/j.jaac.2025.06.026-
dc.identifier.pmid40619094-
dc.identifier.scopuseid_2-s2.0-105014950984-
dc.identifier.eissn1527-5418-
dc.identifier.issnl0890-8567-

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