After being compared with normal samples, as presented in Additional file 4: Figure S3, only expression of JUN, PIK3R1 and STAT3 for upregulated DE-miRNAs was significantly decreased in HCC samples. This evidence concerns the gene JUN and hepatocellular carcinoma.