Key lncRNAs such as NEAT1, TUG1, MALAT1, HOTAIR, and GAS5 demonstrate a crucial role in lung cancer progression and serve as powerful prognostic and diagnostic biomarkers. The gene discussed is GAS5; the disease is lung carcinoma.