TIMP1 and ulcerative colitis: Multiple studies, utilizing bioinformatics, machine learning, clinical database analysis, and experimental validation, have found that TIMP1 is involved in regulating the ferroptosis process in ulcerative colitis and can serve as a biological indicator for its diagnosis and prediction (17–19).