Polyphenols, a diverse class of plant-derived bioactive compounds, exert potent antioxidant, anti-inflammatory, and epigenetic regulatory effects that influence TGF-β/SMAD signaling, microRNA expression, extracellular matrix remodeling, and mitochondrial function in cancer and skeletal muscle tissues. The gene discussed is TGFB1; the disease is cancer.