In this study, we observed a significant correlation between high SUSD2 expression and increased macrophage infiltration in bladder cancer, indicating that SUSD2 may play a role in macrophage polarization toward the M2 phenotype, which supports tumor growth, angiogenesis, and metastasis 37. Here, SUSD2 is linked to urinary bladder cancer.