This rigorous analysis pinpointed six variables: Albumin to Globulin Ratio, Gender, Homocysteine, Hypertension, Neutrophil to HDL Ratio, and Stroke, which demonstrated a statistically significant correlation (p < 0.05) with CMBs, as comprehensively illustrated in Table 3. The gene discussed is ALB; the disease is stroke disorder.