In this systematic review and meta‐analysis, normal nutrition scores based on CONUT and GNRI in patients with HF were associated with lower levels of BNP, NT‐proBNP and CRP levels compared with patients with malnutrition. The gene discussed is NPPB; the disease is malnutrition.