The train was going to Patna from Kurla (near Mumbai) when the incident took place, they said adding that besides an air-conditioned coach, a general coach, parcel van and pantry car were derailed.
Senior railway officials rushed to the spot to supervise restoration of train services on the line which was damaged.
The injured were rushed to the hospital.