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. Here, CCR5 is linked to colorectal carcinoma.