Our study uncovered six genes named RAD51, ALDH1A1, UBA52, CUL3, GADD45B, and CDKN1A were found to be commonly dysregulated among HFRS and COVID-19. This evidence concerns the gene ALDH1A1 and hemorrhagic fever with renal syndrome.