Second, the positive correlation between HGS/EPS15L1 and M1 macrophages suggests these genes may participate in pro-inflammatory immune responses, though their pro-tumor or anti-tumor functions require further functional validation, consistent with macrophage polarization plasticity reported by previous research (Pyonteck et al., 2013). Here, EPS15L1 is linked to neoplasm.