Isaiah 53:5 says: But he was wounded for our transgressions, he was bruised for our iniquities: the chastisement of our peace was upon him; and with his stripes we are healed.
(KJV).
The verse appears in Isaiah 53, the fourth of the Servant Songs. Read it in context at Isaiah 53:5, or the full chapter at Isaiah 53.