In summary, we reclassified the fibroblast subset and identified a FAP+ fibroblast subset as CAFs with an immune regulatory function in the PCa microenvironment, which could create an immunosuppressive microenvironment to promote tumor progression. The gene discussed is FAP; the disease is posterior cortical atrophy.