Antibiotic-associated colitis is an inflammation of the colon caused by an overgrowth of Clostridioides difficile bacteria, which occurs after antibiotic use disrupts normal intestinal bacteria. It presents with diarrhea, abdominal pain, and fever, and requires specific treatment to eliminate the harmful bacteria.