HMGB1 and depressive symptom measurement: In this study, we found that adolescents diagnosed with depression exhibited notably higher levels of serum HMGB1 compared to healthy counterparts, with a clear positive correlation between HMGB1 levels and depressive symptom severity, further confirming serum HMGB1 as a highly sensitive and specific diagnostic biomarker for adolescent depression.