In summary, within the MSS CRC microenvironment, Pin1 drives Treg chemotactic recruitment and CAF activation via the NF-κB-CCL3-CCR5 axis, a mechanism supported by correlative and partial experimental evidence. The gene discussed is CCL3; the disease is colorectal carcinoma.