The smoking index, platelet counts, plateletcrit, NEUT%, TC, triglyceride, LDL-C, apolipoprotein B, BUN, creatinine, cystatin-C, BNP and HAM-D24 score were significantly higher in heart failure patients with depression when compare with those without depression. Here, APOB is linked to depressive disorder.