These comprehensive findings collectively suggest that oral CAT treatment modulates the composition and potential functions of the gut microbiota in colitis mice, with B. pseudolongum and bile acids potentially playing a pivotal role in alleviating DSS‐induced colitis. The gene discussed is CAT; the disease is colitis.