Ha Kyungsik, Fujita Masashi, Karlić Rosa, Yang Sungmin, Xue Ruidong, Zhang Chong, Bai Fan, Zhang Ning, Hoshida Yujin, Polak Paz, Nakagawa Hidewaki, Kim Hong-Gee, Lee Hwajin
Biomedical Knowledge Engineering Laboratory, Seoul National University, Seoul, 08826, South Korea.
Laboratory for Cancer Genomics, RIKEN Center for Integrative Medical Sciences, Yokohama, 230-0045, Japan.
Heliyon. 2020 Feb 11;6(2):e03350. doi: 10.1016/j.heliyon.2020.e03350. eCollection 2020 Feb.
Primary liver tissue cancer types are renowned to display a consistent increase in global disease burden and mortality, thus needing more effective diagnostics and treatments. Yet, integrative research efforts to identify cell-of-origin for these cancers by utilizing human specimen data were poorly established. To this end, we analyzed previously published whole-genome sequencing data for 384 tumor and progenitor tissues along with 423 publicly available normal tissue epigenomic features and single cell RNA-seq data from human livers to assess correlation patterns and extended this information to conduct prediction of the cell-of-origin for primary liver cancer subtypes. Despite mixed histological features, the cell-of-origin for mixed hepatocellular carcinoma/intrahepatic cholangiocarcinoma subtype was predominantly predicted to be hepatocytic origin. Individual sample-level predictions also revealed hepatocytes as one of the major predicted cell-of-origin for intrahepatic cholangiocarcinoma, thus implying trans-differentiation process during cancer progression. Additional analyses on the whole genome sequencing data of hepatic progenitor cells suggest these cells may not be a direct cell-of-origin for liver cancers. These results provide novel insights on the nature and potential contributors of cell-of-origins for primary liver cancers.
原发性肝癌类型的全球疾病负担和死亡率持续上升,因此需要更有效的诊断和治疗方法。然而,利用人类样本数据来确定这些癌症起源细胞的综合研究工作还很不完善。为此,我们分析了先前发表的384个肿瘤和祖细胞组织的全基因组测序数据,以及423个公开可用的正常组织表观基因组特征和来自人类肝脏的单细胞RNA测序数据,以评估相关模式,并扩展这些信息来预测原发性肝癌亚型的起源细胞。尽管组织学特征各异,但混合性肝细胞癌/肝内胆管癌亚型的起源细胞主要被预测为肝细胞起源。个体样本水平的预测还显示,肝细胞是肝内胆管癌主要的预测起源细胞之一,这意味着癌症进展过程中存在转分化过程。对肝祖细胞全基因组测序数据的进一步分析表明,这些细胞可能不是肝癌的直接起源细胞。这些结果为原发性肝癌起源细胞的性质和潜在因素提供了新的见解。