The significantly differently expressed lncRNAs between HCC tissues and nontumor liver tissues were analyzed, and six lncRNAs—DLEU2, HOTTIP, MALAT1, NEAT1, SNHG1, and TUG1—were identified as candidate biomarkers for HCC. This evidence concerns the gene TUG1 and hepatocellular carcinoma.