It was notable that cluster 4 NK cells in moderate HFRS patients mainly presented a high expression of genes such as FOS, AREG, TNFAIP, DUSP2, NFKBIA and CD69, indicating TNF signaling and the activation of NK cells. The gene discussed is TNF; the disease is hemorrhagic fever with renal syndrome.