1 Poison ivy, poison oak, and poison sumac are plants than can cause an itchy rash upon contact. 2  A substance called urushiol, found in these plants, causes the rash. 3  The rash is not contagious. 4  The rash usually disappears in one to three weeks.  The majority of cases can be treated at home.