About 15% of people with psoriasis (red, raised, scaly patches on the skin) get psoriatic arthritis. When you have this kind of arthritis, your immune system attacks your joints. The condition causes pain, stiffness, and swelling, usually in the fingers and toes. It can also affect your lower back, wrists, knees, or ankles.