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. The gene discussed is CRP; the disease is major depressive disorder.