A pharmaceutical composition comprising a 4' -thionucleoside phosphoramide derivative or a pharmaceutically acceptable salt, ester, hydrate, solvate, and isomer thereof, any crystal form thereof or racemate, metabolite, or a combination of a mixture thereof with other drugs, and a method and use thereof for disease treatment and/or prevention.