Zhu, Huang, Li et al. investigate how childhood trauma influences functional brain network alterations and treatment response in adolescents with major depressive disorder using graph-theoretical analyses. Findings reveal disrupted connectivity within default mode networks, particularly in patients with childhood trauma.