USP35 and neoplasm: In conclusion, for the first time, this study reveals that abnormally expressed USP35 synergistically promotes the colonization of GCs in the peritoneum through a dual mechanism of regulating energy metabolism reprogramming in tumor cells and MMT in PMCs, forming a favorable pre-metastatic adaptive microenvironment for peritoneal metastasis.