Our study has not only demonstrated a significant correlation between serum albumin on admission and mortality among patients hospitalized with COVID-19 but also developed a predictive model that estimated the probability of mortality based on the serum albumin level on admission, and other significant factors are shown in Table 3 and Figure 1. This evidence concerns the gene ALB and COVID-19.