In alignment with the STRIDE-II consensus, the therapeutic goal for Crohn's disease (CD) has shifted towards "deep remission," which necessitates both mucosal and transmural healing. Recognizing the limitations of relying solely on endoscopic evaluation, this study aims to comprehensively assess the week-44 deep remission status in CD patients undergoing ustekinumab (UST) therapy. By systematically investigating baseline clinical, serological, and sonographic parameters, this research seeks to identify key predictive factors for deep remission, thereby providing robust clinical evidence to guide proactive and personalized UST optimization strategies.