In 2022, colorectal cancer was the third most prevalent cancer globally and the second leading cause of cancer-related mortality [1]. Accurate preoperative diagnosis and staging are critical for determining personalized treatment strategies and improving patient outcomes [2]. Specifically, precise staging allows clinicians to select the most appropriate therapies based on individual disease characteristics, thereby optimizing both short-term and long-term patient management (Fig. 1).