The analysis revealed that LAA, EH, T2DM, NIHSS score, Age, Apolipoprotein B, Lymphocyte, and Lp-PLA2 exhibited significant statistical significance (P < 0.05, Table 1). Here, APOB is linked to type 2 diabetes mellitus.