Notably, GSE77952 analysis identified FGF9 as a significantly upregulated gene in MIBC, in comparison with NMIBC; thus, investigating the effect of FGF9 on macrophage M2 polarization in bladder cancer and the potential mechanism could be suggested as a new strategy to treat MIBC. The gene discussed is FGF9; the disease is urinary bladder cancer.