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

dc.contributor.authorBas-Hoogendam, Janna Marie
dc.contributor.authorBernstein, Rachel
dc.contributor.authorBenson, Brenda E.
dc.contributor.authorFrank, Samuel
dc.contributor.authorBuss, Kristin A.
dc.contributor.authorGunther, Kelley E.
dc.contributor.authorP�rez_Edgar, Koraly
dc.contributor.authorSalum, Giovanni Abrahao
dc.contributor.authorJackowski, Andrea Parolin
dc.contributor.authorBressan, Rodrigo A.
dc.contributor.authorZugman, Andr�
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, C.
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 H.
dc.contributor.authorLeung, Hoi_Chung
dc.contributor.authorAvery, N., Suzanne
dc.contributor.authorBlackford, Urbano, Jennifer
dc.contributor.authorClauss, A., Jacqueline
dc.contributor.authorBjork, M., James
dc.contributor.authorHettema, M., John
dc.contributor.authorMoore, A., Ashlee
dc.contributor.authorRoberson_Nay, Roxann
dc.contributor.authorSawyers, Chelsea
dc.contributor.authorHayden, P., Elizabeth
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, Michiel P.
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.accessioned2026-07-01T19:43:50Z
dc.date.issued2025
dc.description.abstractChildhood 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. 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. 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. 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. Structural Brain Correlates of Childhood Inhibited Temperament: An ENIGMA-Anxiety Mega-analysis. https://www.jaacap.org/article/S0890-8567(22)00299-4/fulltext.
dc.description.urihttps://doi.org/10.1016/j.jaac.2025.06.026
dc.identifierhttps://doi.org/10.13016/ct9a-ifeq
dc.identifier.citationBas-Hoogendam, J. M., Bernstein, R. A., Benson, B. E., Frank, S. E. C., Buss, K. A., Gunther, K. E., P�rez-Edgar, K., Salum, G. A., Jackowski, A., Bressan, R. A., Zugman, A., Degnan, K. A., Filippi, C. A., Fox, N., Henderson, H. A., Tang, A., Zeytinoglu, S., Harrewijn, A., Hillegers, M. H. J., . . . Pine, D. S. (2025). Structural brain correlates of childhood inhibited temperament: an ENIGMA-Anxiety Mega-Analysis. Journal of the American Academy of Child & Adolescent Psychiatry. https://doi.org/10.1016/j.jaac.2025.06.026
dc.identifier.urihttp://hdl.handle.net/1903/35678
dc.language.isoen
dc.publisherJournal of the American Academy of Child & Adolescent Psychiatry
dc.rightsAttribution 4.0 International
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.subjecttemperament
dc.subjectmagnetic resonance imaging (MRI)
dc.subjectchildhood
dc.subjectadolsecence
dc.subjectanxiety disorders
dc.titleStructural Brain Correlates of Childhood Inhibited Temperament: An ENIGMA-Anxiety Mega-Analysis
dc.typearticle
local.equitableAccessSubmissionYes

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