Unique versus shared neural correlates of externalizing psychopathology in late childhood.
Samantha PerlsteinSamuel W HawesAmy L ByrdRan BarzilayRaquel E GurAngela R LairdRebecca WallerPublished in: Journal of psychopathology and clinical science (2024)
Childhood externalizing psychopathology is heterogeneous. Symptom variability in conduct disorder (CD), oppositional defiant disorder (ODD), attention-deficit/hyperactivity disorder (ADHD), and callous-unemotional (CU) traits designate different subgroups of children with externalizing problems who have specific treatment needs. However, CD, ODD, ADHD, and CU traits are highly comorbid. Studies need to generate insights into shared versus unique risk mechanisms, including through the use of functional magnetic resonance imaging (fMRI). In this study, we tested whether symptoms of CD, ODD, ADHD, and CU traits were best represented within a bifactor framework, simultaneously modeling shared (i.e., general externalizing problems) and unique (i.e., symptom-specific) variance, or through a four-correlated factor or second-order factor model. Participants ( N = 11,878, age, M = 9 years) were from the Adolescent Brain and Cognitive Development Study. We used questionnaire and functional magnetic resonance imaging data (emotional N-back task) from the baseline assessment. A bifactor model specifying a general externalizing and specific CD, ODD, ADHD, and CU traits factors demonstrated the best fit. The four-correlated and second-order factor models both fit the data well and were retained for analyses. Across models, reduced right amygdala activity to fearful faces was associated with more general externalizing problems and reduced dorsolateral prefrontal cortex activity to fearful faces was associated with higher CU traits. ADHD scores were related to greater right nucleus accumbens activation to fearful and happy faces. Results give insights into risk mechanisms underlying comorbidity and heterogeneity within externalizing psychopathology. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
Keyphrases
- attention deficit hyperactivity disorder
- prefrontal cortex
- autism spectrum disorder
- magnetic resonance imaging
- working memory
- mental health
- genome wide
- resting state
- young adults
- functional connectivity
- aqueous solution
- metal organic framework
- computed tomography
- nk cells
- electronic health record
- anorexia nervosa
- big data
- magnetic resonance
- dna methylation
- machine learning
- multiple sclerosis
- contrast enhanced
- cross sectional
- transcranial magnetic stimulation
- early life
- depressive symptoms
- patient reported
- physical activity
- drug induced
- high frequency
- diffusion weighted imaging