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Single-cell and spatial transcriptomics reveal apelin/APJ pathway's role in microvessel formation and tumour progression in hepatocellular carcinoma.
- Source :
-
Journal of cellular and molecular medicine [J Cell Mol Med] 2024 Oct; Vol. 28 (20), pp. e70152. - Publication Year :
- 2024
-
Abstract
- The apelin receptor (APJ) is a key player in tumour angiogenesis, but its role in hepatocellular carcinoma (HCC) remains unclear. This study aims to elucidate the function of the apelin/APJ pathway in HCC using a multi-omics approach and identify potential therapeutic biomarkers. Differentially expressed genes related to the apelin/APJ axis were identified from bulk transcriptomics to reveal HCC-associated disparities. Single-cell and spatial transcriptomics were used to localize and analyse the function of these genes. Machine learning models were constructed to predict outcomes based on apelin/APJ expression, and experimental validation was conducted to explore the pathway's impact on HCC angiogenesis. Single cell analysis revealed an overexpression of APJ/Aplin in the endothelium. The stemness of endothelial cell (EC) with high apelin/APJ was enhanced, as well as the expression of TGFb, oxidative stresses and PI3K/AKT pathway genes. Spatial transcriptomics confirmed that EC populations with high APJ scores were enriched within the tumour. Machine learning models showed high prognostic accuracy. High APJ expression was linked to worse outcomes (p = 0.001), and AUC values were high (1 year, 3 year, 5 year) (0.95, 0.97, 0.98). Immune suppression and non-responsiveness of immune therapy were also seen in high-risk groups. The experimental validation showed that silencing apelin reduced angiogenesis (p < 0.05), endothelial proliferation, decreased expression of ANG2, KLF2, VEGFA and lower ERK1/2 phosphorylation. Apelin may serve as a potential therapeutic target in HCC, given its role in promoting tumour angiogenesis and poor patient outcomes.<br /> (© 2024 The Author(s). Journal of Cellular and Molecular Medicine published by Foundation for Cellular and Molecular Medicine and John Wiley & Sons Ltd.)
- Subjects :
- Humans
Single-Cell Analysis
Signal Transduction
Microvessels pathology
Microvessels metabolism
Gene Expression Profiling
Disease Progression
Prognosis
Cell Line, Tumor
Endothelial Cells metabolism
Endothelial Cells pathology
Biomarkers, Tumor genetics
Biomarkers, Tumor metabolism
Male
Carcinoma, Hepatocellular genetics
Carcinoma, Hepatocellular pathology
Carcinoma, Hepatocellular metabolism
Carcinoma, Hepatocellular blood supply
Liver Neoplasms genetics
Liver Neoplasms pathology
Liver Neoplasms metabolism
Liver Neoplasms blood supply
Apelin Receptors metabolism
Apelin Receptors genetics
Apelin genetics
Apelin metabolism
Neovascularization, Pathologic genetics
Neovascularization, Pathologic metabolism
Neovascularization, Pathologic pathology
Gene Expression Regulation, Neoplastic
Transcriptome
Subjects
Details
- Language :
- English
- ISSN :
- 1582-4934
- Volume :
- 28
- Issue :
- 20
- Database :
- MEDLINE
- Journal :
- Journal of cellular and molecular medicine
- Publication Type :
- Academic Journal
- Accession number :
- 39434201
- Full Text :
- https://doi.org/10.1111/jcmm.70152