Through the robust machine learning approaches, we developed a four‐gene model (MGP, LOXL2, FSTL3, and PFN2) reflecting key biological processes associated with inflammatory CAF activity and tumor aggressiveness. The gene discussed is PFN2; the disease is neoplasm.