Potential mechanisms involve sleep-related inflammation: poor sleep quality correlates with elevated pro-inflammatory cytokines (e.g., IL-6 and CRP) [50], which may disrupt neural circuits regulating mood, thereby increasing depression risk. This evidence concerns the gene IL6 and depressive disorder.