On the one hand, we found that the five genes exhibited robust diagnostic power, with AUC values of 76.4, 80.1, 68.2, 78.1, and 71.8 for VCL, ABCB1, JAK2, KDR, and NGF in the NF and DCM groups, respectively, with all values exceeding 65%. Here, NGF is linked to familial dilated cardiomyopathy.