College of Life Science and Bioengineering, Beijing University of Technology, Beijing, 100124, China.
State Key Laboratory of Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences (Beijing), Beijing Institute of Lifeomics, Beijing, 102206, China.
Sci China Life Sci. 2019 Nov;62(11):1481-1491. doi: 10.1007/s11427-019-9560-7. Epub 2019 Jul 15.
Hepatocellular carcinoma (HCC) is a heterogeneous disease and the second most common cause of cancer-related death worldwide. Marked developments in genomic technologies helped scientists to understand the heterogeneity of HCC and identified multiple HCC-related molecular subclasses. An integrative analysis of genomic datasets including 196 patients from The Cancer Genome Atlas (TCGA) group has recently reported a new HCC subclass, which contains three subgroups (iCluster1, iCluster2, and iCluster3). However, the transcriptional molecular characteristics underlying the iClusters have not been thoroughly investigated. Herein, we identified a more aggressive subset of HCC patients in the iCluster1, and re-clustered the TCGA samples into novel HCC subclasses referred to as aggressive (Ag), moderate-aggressive (M-Ag), and less-aggressive (L-Ag) subclasses. The Ag subclass had a greater predictive power than the TCGA iCluster1, and a higher level of alpha fetoprotein, microscopic vascular invasion, immune infiltration, isocitrate dehydrogenase 1/2 mutation status, and a worse survival than M-Ag and L-Ag subclasses. Global transcriptomic analysis showed that activation of hedgehog signaling in the Ag subclass may play key roles in tumor development of aggressive HCC. GLI1, a key transcriptional regulator of hedgehog signaling upregulated in the Ag subclass, was correlated with poor prognosis of HCC, and may be a potential prognostic biomarker and therapeutic target for Ag subclass HCC patients.
肝细胞癌(HCC)是一种异质性疾病,是全球癌症相关死亡的第二大主要原因。基因组技术的显著发展帮助科学家了解 HCC 的异质性,并确定了多个与 HCC 相关的分子亚型。最近,对包括癌症基因组图谱(TCGA)组 196 名患者在内的基因组数据集进行的综合分析报告了一种新的 HCC 亚型,该亚型包含三个亚群(iCluster1、iCluster2 和 iCluster3)。然而,iClusters 背后的转录分子特征尚未得到彻底研究。在此,我们在 iCluster1 中确定了 HCC 患者中侵袭性更强的亚组,并将 TCGA 样本重新聚类为新的 HCC 亚类,称为侵袭性(Ag)、中度侵袭性(M-Ag)和低度侵袭性(L-Ag)亚类。Ag 亚类比 TCGA iCluster1 具有更大的预测能力,并且 alpha 胎蛋白、微血管侵犯、免疫浸润、异柠檬酸脱氢酶 1/2 突变状态水平更高,与 M-Ag 和 L-Ag 亚类相比,生存率更差。全球转录组分析表明,Ag 亚类中 hedgehog 信号的激活可能在侵袭性 HCC 的肿瘤发展中发挥关键作用。Ag 亚类中上调的 hedgehog 信号的关键转录调节剂 GLI1 与 HCC 的不良预后相关,可能是 Ag 亚类 HCC 患者的潜在预后生物标志物和治疗靶点。