Our study further demonstrated a progressive increase in the CD68+CD163+/CD68+CD86+ ratio from normal tissue through CRA to CRC, highlighting the role of macrophage phenotypic switching and imbalance in TME homeostasis during carcinogenesis. Here, CD86 is linked to colorectal carcinoma.