Six cytokines and chemokines, IL-10, IP-10, HGF, SCGF-β, IL-16, and IL-18, were identified for analysing the progression patterns of COVID-19, especially IP-10, which was closely correlated with SOFA scores. The gene discussed is HGF; the disease is COVID-19.