In summary, we identified pro-tumorigenic CAF_MMP11 in the CRC tumor microenvironment, which are more prevalent in males and likely promote tumor progression by modulating cell-cell interactions and ECM remodeling, indicating a sex-disparate distribution. The gene discussed is MMP11; the disease is neoplasm.