To verify the predictive significance of the three genes, t-tests and ROC curves were performed on the two datasets; the t-test shows the CASP8, HIF1A, and TLR4 genes were significantly differentially expressed between epilepsy and control groups in the integrated dataset with p < 0.05 (Figures 8A,C,E). This evidence concerns the gene TLR4 and epilepsy.