TGFB1 and neoplasm: The transforming growth factor-β (TGF-β) pathway, essential for normal glomerular and tubular function, exhibits dual roles: it can act as a tumor suppressor in early RCC stages but later promote tumor invasion and metastasis, particularly when aberrantly activated in ESKD-associated renal fibrosis [10].