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Construction and validation of a prognostic signature based on microvascular invasion and immune-related genes in hepatocellular carcinoma.
- Source :
-
Scientific reports [Sci Rep] 2024 Nov 06; Vol. 14 (1), pp. 26994. Date of Electronic Publication: 2024 Nov 06. - Publication Year :
- 2024
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Abstract
- Background: Microvascular invasion (MVI) is an independent risk factor of poor prognosis in hepatocellular carcinoma (HCC) and can be used to guide the diagnosis and treatment of HCC. The immune system serves as an integral role in the incidence and progression of HCC. However, the molecular biology correlation between MVI and tumor immunity and the value of combining the two parameters to predict patient prognosis and HCC response to treatment remain to be evaluated.<br />Results: In this study, we used univariate Cox regression analysis and least absolute shrinkage and selection operator (LASSO) Cox analysis to establish the MVI and immune-related gene index (MIRGPI) including eight genes. We demonstrated that the MIRGPI was an independent risk factor in predicting the prognosis of HCC. Subsequently, our research established a nomogram model combining pathologic characteristics and verified its good clinical application value. In addition, our study found that the TP53 gene had a higher mutation frequency and a lower degree of immune infiltration in the high-risk group. The low-risk group had higher sensitivity to immunotherapy, sorafenib, and TACE treatment, and the high-risk group had higher sensitivity to common chemotherapeutic agents. Finally, SEMA3C was found to facilitate the proliferation, migration and invasive ability of HCC by in vitro and in vivo experiments, and its mechanism may be associated with the activation of the NF-Κb/EMT signaling pathway.<br />Conclusions: In summary, the MIRGPI signature we developed is a reliable marker for the prediction of prognosis and treatment response, and is important for the prognostic assessment and individualized treatment of HCC.<br /> (© 2024. The Author(s).)
- Subjects :
- Humans
Prognosis
Male
Female
Gene Expression Regulation, Neoplastic
Middle Aged
Biomarkers, Tumor genetics
Semaphorins genetics
Tumor Suppressor Protein p53 genetics
Nomograms
Animals
Microvessels pathology
Mice
Cell Line, Tumor
Risk Factors
Cell Proliferation genetics
Carcinoma, Hepatocellular genetics
Carcinoma, Hepatocellular pathology
Carcinoma, Hepatocellular immunology
Carcinoma, Hepatocellular mortality
Liver Neoplasms genetics
Liver Neoplasms pathology
Liver Neoplasms immunology
Neoplasm Invasiveness
Subjects
Details
- Language :
- English
- ISSN :
- 2045-2322
- Volume :
- 14
- Issue :
- 1
- Database :
- MEDLINE
- Journal :
- Scientific reports
- Publication Type :
- Academic Journal
- Accession number :
- 39506070
- Full Text :
- https://doi.org/10.1038/s41598-024-78467-3