In line with the findings from the combined and validation datasets, we discovered that the expression levels of PODN, HTRA1, ASPN, MFAP4, and FAP were considerably higher in DOX animals than in the control group (p < 0.05), suggesting that these genes may be involved in the development of DCM. This evidence concerns the gene PODN and familial dilated cardiomyopathy.