Gray matter volumetric correlates of dimensional impulsivity traits in children: Sex differences and heritability

Hum Brain Mapp. 2022 Jun 1;43(8):2634-2652. doi: 10.1002/hbm.25810. Epub 2022 Feb 25.

Abstract

Previous research investigated the cerebral volumetric correlates of impulsivity largely in moderate-sized samples and few have examined the distinct correlates of dimensions of impulsivity, sex differences, or heritability of the correlates. Here, we performed voxel-based morphometry analysis of data (n = 11,474; 5,452 girls, 9-10 years) curated from the Adolescent Brain Cognition Development project. In a linear regression with all five UPPS-P subscores as regressors and age in months, total intracranial volume, study site, and scanner model as covariates, higher levels of lack of premeditation, and sensation seeking were correlated with larger cortical and subcortical gray matter volumes (GMVs). In contrast, higher positive urgency was correlated with smaller GMVs in many of the same regions. The dimensional impulsivity traits also involved distinct volumetric correlates, with, for instance, sensation seeking and positive urgency specifically implicating bilateral caudate head/mid-cingulate cortex and bilateral lateral orbitofrontal cortex/left precentral gyrus, respectively. Boys relative to girls scored higher in all impulsivity dimensions. Girls relative to boys showed significantly stronger positive and negative correlations between sensation seeking and insula, putamen, and inferior frontal gyrus (IFG) GMVs and between positive urgency and cingulate cortex, insula, and IFG GMVs, respectively. With a subsample of twins, the dimensional impulsivity traits were weakly to moderately heritable in both girls and boys, and the GMV correlates were highly heritable in girls and boys combined. These findings collectively suggest shared and nonshared as well as sex differences in the cerebral volumetric bases of dimensional impulsivity traits and may facilitate research of externalizing psychopathology in children.

Keywords: ABCD; UPPS-P; VBM; heritability; impulsiveness.

Publication types

  • Research Support, N.I.H., Extramural

MeSH terms

  • Adolescent
  • Brain / diagnostic imaging
  • Child
  • Female
  • Gray Matter* / diagnostic imaging
  • Gray Matter* / pathology
  • Humans
  • Impulsive Behavior
  • Magnetic Resonance Imaging
  • Male
  • Sex Characteristics*