On comparison of paired tumor versus non-tumor tissue from the same livers, the fibrosis gene panel showed five genes significantly up-regulated in tumors (Pdgfb, Mmp14, Alb, Col4a1 and Pecam). This evidence concerns the gene COL4A1 and neoplasm.