These results collectively infer that PDIA3 is a pivotal agent in propelling the migratory capabilities of colorectal cancer cells through its modulatory effects on the STAT3/PD-1 signaling nexus as well as macrophage M2 polarization and tissue protease secretion. Here, PDIA3 is linked to colorectal cancer.