Understanding initiation and progression of hepatocellular carcinoma through single cell sequencing
- PMID: 35304295
- DOI: 10.1016/j.bbcan.2022.188720
Understanding initiation and progression of hepatocellular carcinoma through single cell sequencing
Abstract
Unsatisfied clinical outcome drives to better understand hepatic carcinogenesis, microenvironment and escape of immune surveillance in hepatocellular carcinoma (HCC). Single cell RNA sequencing (scRNA-Seq) has generated enormous data to pinpoint pathophysiologic alterations in tumor microenvironment (TME) or trace lineage development in cancer stem cells (CSCs), circulating tumor cells (CTCs), and subsets of immune cells, such as exhausting T cells, tumor-associated macrophages (TAMs), dendritic cells or other lineages. New insights have significantly advanced current understanding in progression, poor responses to molecular-targeted therapeutics or immune checkpoint inhibitors, metastasis in both basic research and clinical practice. The present review intends to cover a basic workflow of the scRNA-seq technology, existing limitations and improvement areas. Moreover, in-depth understanding in TME, exhausting T cells, CSCs, CTCs, tumor-associated macrophages, dendritic cells in HCC facilitates implementation of personalized and precise therapy in an era of availability with an array of systemic regimens.
Keywords: Cancer stem cell; Hepatocellular carcinoma; Single cell RNA sequencing; T cell exhaust; Tumor microenvironment; Tumor-associated macrophage.
Copyright © 2022 Elsevier B.V. All rights reserved.
Similar articles
-
Single-cell RNA sequencing highlights the role of PVR/PVRL2 in the immunosuppressive tumour microenvironment in hepatocellular carcinoma.Front Immunol. 2023 Jun 13;14:1164448. doi: 10.3389/fimmu.2023.1164448. eCollection 2023. Front Immunol. 2023. PMID: 37383234 Free PMC article.
-
Targeting tumor associated macrophages in hepatocellular carcinoma.Biochem Pharmacol. 2022 May;199:114990. doi: 10.1016/j.bcp.2022.114990. Epub 2022 Mar 11. Biochem Pharmacol. 2022. PMID: 35288152 Review.
-
Tumor-associated macrophages promote cancer stem cell-like properties via transforming growth factor-beta1-induced epithelial-mesenchymal transition in hepatocellular carcinoma.Cancer Lett. 2014 Oct 1;352(2):160-8. doi: 10.1016/j.canlet.2014.05.008. Epub 2014 Jun 2. Cancer Lett. 2014. PMID: 24892648
-
Single-cell RNA-sequencing atlas reveals an FABP1-dependent immunosuppressive environment in hepatocellular carcinoma.J Immunother Cancer. 2023 Nov 24;11(11):e007030. doi: 10.1136/jitc-2023-007030. J Immunother Cancer. 2023. PMID: 38007237 Free PMC article.
-
A quartet of cancer stem cell niches in hepatocellular carcinoma.Cytokine Growth Factor Rev. 2024 Oct;79:39-51. doi: 10.1016/j.cytogfr.2024.08.007. Epub 2024 Aug 28. Cytokine Growth Factor Rev. 2024. PMID: 39217065 Review.
Cited by
-
Integrative analysis of bulk and single-cell transcriptomic data reveals novel insights into lipid metabolism and prognostic factors in hepatocellular carcinoma.Discov Oncol. 2024 Oct 25;15(1):591. doi: 10.1007/s12672-024-01487-y. Discov Oncol. 2024. PMID: 39453509 Free PMC article.
-
Spatial transcriptomics reveals tumor-derived SPP1 induces fibroblast chemotaxis and activation in the hepatocellular carcinoma microenvironment.J Transl Med. 2024 Sep 12;22(1):840. doi: 10.1186/s12967-024-05613-w. J Transl Med. 2024. PMID: 39267037 Free PMC article.
-
Identification and validation of a muscle failure index to predict prognosis and immunotherapy in lung adenocarcinoma through integrated analysis of bulk and single-cell RNA sequencing data.Front Immunol. 2023 Jan 17;13:1057088. doi: 10.3389/fimmu.2022.1057088. eCollection 2022. Front Immunol. 2023. PMID: 36733390 Free PMC article.
-
Single-cell transcriptome analysis reveals the metabolic changes and the prognostic value of malignant hepatocyte subpopulations and predict new therapeutic agents for hepatocellular carcinoma.Front Oncol. 2023 Jan 31;13:1104262. doi: 10.3389/fonc.2023.1104262. eCollection 2023. Front Oncol. 2023. PMID: 36860314 Free PMC article.
-
Advances in Immunotherapy for Hepatocellular Carcinoma.Cancers (Basel). 2023 Mar 30;15(7):2070. doi: 10.3390/cancers15072070. Cancers (Basel). 2023. PMID: 37046727 Free PMC article. Review.
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources
Medical