Affiliated Cancer Hospital Institute of Guangzhou Medical University, Guangzhou Municipal and Guangdong Provincial Key Laboratory of Protein Modification and Degradation, School of Basic Medical Sciences, Guangzhou Medical University, 510095 Guangzhou, China;
State Key Laboratory of Respiratory Disease, Guangzhou Medical University, 510120 Guangzhou, China.
Proc Natl Acad Sci U S A. 2020 Mar 17;117(11):6103-6113. doi: 10.1073/pnas.1912146117. Epub 2020 Mar 2.
Clinical observation of the association between cancer aggressiveness and embryonic development stage implies the importance of developmental signals in cancer initiation and therapeutic resistance. However, the dynamic gene expression during organogenesis and the master oncofetal drivers are still unclear, which impeded the efficient elimination of poor prognostic tumors, including human hepatocellular carcinoma (HCC). In this study, human embryonic stem cells were induced to differentiate into adult hepatocytes along hepatic lineages to mimic liver development in vitro. Combining transcriptomic data from liver cancer patients with the hepatocyte differentiation model, the active genes derived from different hepatic developmental stages and the tumor tissues were selected. Bioinformatic analysis followed by experimental assays was used to validate the tumor subtype-specific oncofetal signatures and potential therapeutic values. Hierarchical clustering analysis revealed the existence of two subtypes of liver cancer with different oncofetal properties. The gene signatures and their clinical significance were further validated in an independent clinical cohort and The Cancer Genome Atlas database. Upstream activator analysis and functional screening further identified E2F1 and SMAD3 as master transcriptional regulators. Small-molecule inhibitors specifically targeting the oncofetal drivers extensively down-regulated subtype-specific developmental signaling and inhibited tumorigenicity. Liver cancer cells and primary HCC tumors with different oncofetal properties also showed selective vulnerability to their specific inhibitors. Further precise targeting of the tumor initiating steps and driving events according to subtype-specific biomarkers might eliminate tumor progression and provide novel therapeutic strategy.
临床观察到癌症侵袭性与胚胎发育阶段之间的关联,这暗示了发育信号在癌症起始和治疗抵抗中的重要性。然而,器官发生过程中的动态基因表达和主要癌胎儿驱动因素仍不清楚,这阻碍了对预后不良肿瘤(包括人肝细胞癌(HCC))的有效消除。在这项研究中,诱导人类胚胎干细胞沿着肝谱系分化为成体肝细胞,以模拟体外肝脏发育。将来自肝癌患者的转录组数据与肝细胞分化模型相结合,选择来自不同肝发育阶段和肿瘤组织的活跃基因。随后进行生物信息学分析和实验验证,以验证肿瘤亚型特异性癌胎儿特征和潜在的治疗价值。层次聚类分析显示存在两种具有不同癌胎儿特性的肝癌亚型。基因特征及其临床意义在独立的临床队列和癌症基因组图谱数据库中得到进一步验证。上游激活因子分析和功能筛选进一步确定 E2F1 和 SMAD3 为主要转录调控因子。针对癌胎儿驱动因素的小分子抑制剂可广泛下调特定于亚型的发育信号,并抑制肿瘤发生。具有不同癌胎儿特性的肝癌细胞和原代 HCC 肿瘤也表现出对其特定抑制剂的选择性敏感性。根据亚型特异性生物标志物进一步精确靶向肿瘤起始步骤和驱动事件,可能消除肿瘤进展并提供新的治疗策略。