The precise molecular mechanisms through which TGF-β1 rs1800470 and TGF-βR1 rs334348 impact the incidence and prognosis of smoking-related head and neck cancer require further exploration in both in vitro and in vivo experimental models. The gene discussed is TGFB1; the disease is head and neck cancer.