Cellular experimentation underpinned the proposition that PDIA3 impels the M2 polarization of tumor-aligned macrophages, alongside fostering proliferation and the potential for metastasis in colorectal cancer, all by the delicate modulation of the STAT3/PD-1 signaling continuum. Here, PDCD1 is linked to colorectal cancer.