The network map and PCA plot showed that the closest neighbors of COVID-19 severity were ferritin and age, and CRP, scoring index of chest x-ray, albumin, and LDH were the next closest neighbors of these 3 factors. The gene discussed is ALB; the disease is COVID-19.