A one-way logistic regression equation was constructed, and it was found that total protein, albumin, globulin, total cholesterol, high-density lipoprotein cholesterol, low-density lipoprotein cholesterol, and glucose biochemistry, along with hypertension, diabetes mellitus, dyslipidemia, and alcohol consumption, were the correlates of ischemic stroke (p < 0.05). Here, ALB is linked to diabetes mellitus.