Finally, our exploration of the correlations between these biomarkers and specific infiltrating immune cell populations, particularly the significant inverse relationships between epithelial cells and TNFSF13B, CD86, and IL10RA, offers mechanistic hypotheses for their involvement in mCRC pathogenesis within the tumor microenvironment. This evidence concerns the gene IL10RA and neoplasm.