In hemorrhagic stroke patients, after adjusting for PHQ-9 scores, hypertension prevalence, PLR, hs-CRP, and albumin as confounding factors, a significant positive association was found with PHQ-9 score in FAS and FSS scores (p = 0.001), as well as PLR in FAS and FSS scores (p = 0.007, 0.048 in each) (Adjusted R2 = 0.490, Root Mean Square Error (MSE) = 7.995, Table 5). The gene discussed is ALB; the disease is hypertensive disorder.