What connection did jesus, the lamb of god, have with the passover sacrifice?

Well, in Judaism Jesus is often called the Lamb of God, so sacrificing a lamb and using their blood to put a mark on their doorstep was a way to save themselves from god's wrath. When the punishment came, all those that had Lamb's blood, which was symbolically Jesus' blood were saved from the terror.