The gene set enrichment analysis (GSEA) revealed various immune and tumor-related pathways, which are prognostic signature regulators of most novel lncRNAs associated with ferroptosis, such as Adhesion junction, ECM receptor interaction, Chemokine signaling pathway, B cell receptor signaling pathway, TGF-β signaling pathway, MAPK receptor signaling pathway, Notch signaling pathway, and Bladder cancer. Here, TGFB1 is linked to urinary bladder cancer.