4.5 Article

Somatic mutation landscape reveals differential variability of cell-of-origin for primary liver cancer

期刊

HELIYON
卷 6, 期 2, 页码 -

出版社

ELSEVIER SCI LTD
DOI: 10.1016/j.heliyon.2020.e03350

关键词

Systems biology; Biocomputational method; Gene mutation; Genomics; Cancer research; Bioinformatics-based prediction of cell-of-origin; Primary liver cancers; Integration of epigenome; Genome and single-cell RNA-Seq data

资金

  1. Institute for Information & communications Technology Promotion (IITP) grant - Korea Ministry of Science, ICT and future Planning (MSIP) [2017-0-00398]
  2. National Research Foundation of Korea (NRF), a subsidiary agency under MSIP [NRF-2017R1A4A1014584]

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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 in-silico 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-oforigins for primary liver cancers.

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