Interestingly, the N-terminal prohormone of BNP (NT-proBNP) levels have been shown to be independently linked with in-hospital mortality of COVID-19 patients with pneumonia, but without HF [133]. The gene discussed is NPPB; the disease is susceptibility to pneumonia measurement.