Multivariate analysis including BMI, neutrophil count, immature granulocytes, and adiponectin significantly predicted death (p < 0.001, R2 = 0.331; F(4/62) in male patients (liver cirrhosis and COVID-19 patients were excluded). Here, ADIPOQ is linked to COVID-19.