Consequently, a multivariate logistic regression prediction model was developed using stepwise regression for the meaningful variables, which indicated that T2DM, LAA, Age, and Lp-PLA2 were independent risk factors for progressive stroke (OR > 1, and P < 0.05, Table 2). This evidence concerns the gene PLA2G7 and stroke disorder.