Objective: Suicide deaths and suicidal thoughts and behaviors are considered a public health emergency, yet their brain underpinnings remain elusive. We aim to examine the classification accuracy of individual, environmental, and clinical characteristics, as well as multimodal brain imaging correlates of suicidal thoughts and behaviors in a US population-based sample of schoolaged children.
Methods:Children aged 9-10 years (n=7,994) from a population-based sample from the Adolescent Brain Cognitive Development study were assessed for lifetime suicidal thoughts and behaviors. Following quality control, we examined structural magnetic resonance imaging (sMRI) (n=6,238), resting state functional MRI (rs-fMRI) (n=4,134), and task-based fMRI (range n=4,075 to 4,608). We examined differences with Welch's t-test and Equivalence Tests, with observed effect sizes (Cohen's d) and their 90% confidence interval (CI) < |0.15|. Classification accuracy was examined with area under precision-recall curves (AUPRC).Results: Among the 7,994 unrelated children (3,757 females [47.0%]), those with lifetime suicidal thoughts and behaviors based on children (n=684 [8.6%]), caregiver (n=654 [8.2%]) or concordant reports (n=198 [2.5%]), presented higher levels of social adversity and psychopathology on themselves and their caregivers compared to never-suicidal children (n=6,854 [85.7%]). Only one imaging test survived statistical correction: caregiver-reported suicidal thoughts and behaviors were associated with a thinner left bank of the superior temporal sulcus