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Integrating single-cell and bulk RNA sequencing reveals CK19 + cancer stem cells and their specific SPP1 + tumor-associated macrophage niche in HBV-related hepatocellular carcinoma.
- Source :
-
Hepatology international [Hepatol Int] 2024 Feb; Vol. 18 (1), pp. 73-90. Date of Electronic Publication: 2023 Dec 30. - Publication Year :
- 2024
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Abstract
- Purpose: Cytokeratin 19-positive cancer stem cells (CK19 + CSCs) and their tumor-associated macrophages (TAMs) have not been fully explored yet in the hepatitis B virus (HBV)-related hepatocellular carcinoma (HCC).<br />Experimental Design: Single-cell RNA sequencing was performed on the viable cells obtained from 11 treatment-naïve HBV-associated HCC patients, including 8 CK19 + patients, to elucidate their transcriptomic landscape, CK19 + CSC heterogeneity, and immune microenvironment. Two in-house primary HCC cohorts (96 cases-related HBV and 89 cases with recurrence), TCGA external cohort, and in vitro and in vivo experiments were used to validate the results.<br />Results: A total of 64,581 single cells derived from the human HCC and adjacent normal tissues were sequenced, and 11 cell types were identified. The result showed that CK19 + CSCs were phenotypically and transcriptionally heterogeneous, co-expressed multiple hepatics CSC markers, and were positively correlated with worse prognosis. Moreover, the SPP1 + TAMs (TAM&#95;SPP1) with strong M2-like features and worse prognosis were specifically enriched in the CK19 + HCC and promoted tumor invasion and metastasis by activating angiogenesis. Importantly, matrix metalloproteinase 9 (MMP9) derived from TAM&#95;SPP1, as the hub gene of CK19 + HCC, was activated by the VEGFA signal.<br />Conclusions: This study revealed the heterogeneity and stemness characteristics of CK19 + CSCs and specific immunosuppressive TAM&#95;SPP1 in CK19 + HCC. The VEGFA signal can activate TAM&#95;SPP1-derived MMP9 to promote the invasion and metastasis of CK19 + HCC tumors. This might provide novel insights into the clinical treatment of HCC patients.<br /> (© 2023. Asian Pacific Association for the Study of the Liver.)
- Subjects :
- Humans
Hepatitis B virus genetics
Matrix Metalloproteinase 9 genetics
Keratin-19 genetics
Keratin-19 metabolism
Tumor-Associated Macrophages metabolism
Tumor-Associated Macrophages pathology
Neoplastic Stem Cells
Sequence Analysis, RNA
Tumor Microenvironment
Osteopontin genetics
Osteopontin metabolism
Carcinoma, Hepatocellular pathology
Liver Neoplasms pathology
Subjects
Details
- Language :
- English
- ISSN :
- 1936-0541
- Volume :
- 18
- Issue :
- 1
- Database :
- MEDLINE
- Journal :
- Hepatology international
- Publication Type :
- Academic Journal
- Accession number :
- 38159218
- Full Text :
- https://doi.org/10.1007/s12072-023-10615-9