Finally, by machine learning methods such as LASSO regression and SVM-RFE, we obtained 8 (PLEKHF1, HSPG2, HSF1, TRIM65, DICER1, VDAC1, BAD, TFEB) diagnostic biomarkers of DCM. The gene discussed is DICER1; the disease is familial dilated cardiomyopathy.