TUG1 and lung adenocarcinoma: MALAT1 is a key prognostic biomarker for metastatic spread in lung adenocarcinomas [23]. TUG1 (taurine upregulated gene 1) is generally downregulated in non-small cell lung carcinomas (NSCLC).