Further validation assay showed that lncMMPA expression is positively correlated with ALDH1A3 expression (Fig. 6D), and negatively correlated with miR-548 s (Fig. 6E) in HCC tissues of ZSHS cohort 3. The gene discussed is ALDH1A3; the disease is hepatocellular carcinoma.