Multi-level predictors of depression symptoms in the Adolescent Brain Cognitive Development (ABCD) study.

ABSTRACT:

Background

While identifying risk factors for adolescent depression is critical for early prevention and intervention, most studies have sought to understand the role of isolated factors rather than across a broad set of factors. Here, we sought to examine multi-level factors that maximize the prediction of depression symptoms in US children participating in the Adolescent Brain and Cognitive Development (ABCD) study.

Methods

A total of 7,995 participants from ABCD (version 3.0 release) provided complete data at baseline and 1-year follow-up data. Depression symptoms were measured with the Child Behavior Checklist. Predictive features included child demographic, environmental, and structural and resting-state fMRI variables, parental depression history and demographic charac

SUBMITTER: Ho TC 

PROVIDER: S-EPMC9489813 | biostudies-literature | 2022 Dec

REPOSITORIES: biostudies-literature