National Tsing Hua University, Kuang-Fu Road, Hsinchu 30013, Taiwan.
Dis Markers. 2018 Sep 23;2018:8635329. doi: 10.1155/2018/8635329. eCollection 2018.
The prevalence of hepatocellular carcinoma (HCC) is still high worldwide because liver diseases could develop into HCC. Recent reports indicate nonalcoholic fatty liver disease and nonalcoholic steatohepatitis (NAFLD&NASH) and primary biliary cirrhosis and primary sclerosing cholangitis (PBC&PSC) are significant of HCC. Therefore, understanding the cellular mechanisms of the pathogenesis and hepatocarcinogenesis from normal liver cells to HCC through NAFLD&NASH or PBC&PSC is a priority to prevent the progression of liver damage and reduce the risk of further complications. By the genetic and epigenetic data mining and the system identification through next-generation sequencing data and its corresponding DNA methylation profiles of liver cells in normal, NAFLD&NASH, PBC&PSC, and HCC patients, we identified the genome-wide real genetic and epigenetic networks (GENs) of normal, NAFLD&NASH, PBC&PSC, and HCC patients. In order to get valuable insight into these identified genome-wide GENs, we then applied a principal network projection method to extract the corresponding core GENs for normal liver cells, NAFLD&NASH, PBC&PSC, and HCC. By comparing the signal transduction pathways involved in the identified core GENs, we found that the hepatocarcinogenesis through NAFLD&NASH was induced through DNA methylation of , , , and and the regulation of miR-21 and miR-122, and the hepatocarcinogenesis through PBC&PSC was induced through DNA methylation of , , , , , and and the regulation of miR-29a, miR-21, and miR-122. The genetic and epigenetic changes in the pathogenesis and hepatocarcinogenesis potentially serve as potential diagnostic biomarkers and/or therapeutic targets.
肝细胞癌(HCC)的患病率在全球仍然很高,因为肝脏疾病可能发展为 HCC。最近的报告表明,非酒精性脂肪性肝病和非酒精性脂肪性肝炎(NAFLD 和 NASH)以及原发性胆汁性肝硬化和原发性硬化性胆管炎(PBC 和 PSC)是 HCC 的重要标志。因此,了解从正常肝细胞到 HCC 的发病机制和肝癌发生的细胞机制,通过 NAFLD 和 NASH 或 PBC 和 PSC,是预防肝损伤进展和降低进一步并发症风险的优先事项。通过对正常、NAFLD 和 NASH、PBC 和 PSC 以及 HCC 患者的肝细胞进行下一代测序数据及其相应的 DNA 甲基化谱的遗传和表观遗传数据挖掘和系统识别,我们鉴定了正常、NAFLD 和 NASH、PBC 和 PSC 以及 HCC 患者的全基因组真实遗传和表观遗传网络(GEN)。为了深入了解这些鉴定的全基因组 GEN,我们应用了主要网络投影方法来提取正常肝细胞、NAFLD 和 NASH、PBC 和 PSC 以及 HCC 的相应核心 GEN。通过比较所鉴定的核心 GEN 中涉及的信号转导途径,我们发现,通过 、 、 、 和 miR-21 和 miR-122 的 DNA 甲基化以及 miR-21 和 miR-122 的调控,NAFLD 和 NASH 诱导的肝癌发生,而通过 PBC 和 PSC 的肝癌发生则是通过 、 、 、 、 和 miR-29a、miR-21 和 miR-122 的 DNA 甲基化以及 miR-29a、miR-21 和 miR-122 的调控来诱导的。发病机制和肝癌发生中的遗传和表观遗传变化可能作为潜在的诊断生物标志物和/或治疗靶点。