Mild pneumonia was also significantly associated with lower serum albumin level at the time of COVID-19 diagnosis (beta = – 6.317, 95% CI = – 9.448–− 3.185, P < 0.001). The gene discussed is ALB; the disease is susceptibility to pneumonia measurement.