How to recognize, treat, and prevent this irreversible joint disease. Osteoarthritis (OA) in horses, formerly known as degenerative joint disease, is the most common joint problem in horses, accounting for more than 60 percent of equine lameness. The term “arthritis” refers to joint inflammation, and there are many types and causes in horses.