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Experimentally validated oxidative stress -associated prognostic signatures describe the immune landscape and predict the drug response and prognosis of SKCM.
- Source :
-
Frontiers in immunology [Front Immunol] 2024 Apr 10; Vol. 15, pp. 1387316. Date of Electronic Publication: 2024 Apr 10 (Print Publication: 2024). - Publication Year :
- 2024
-
Abstract
- Background: Skin Cutaneous Melanoma (SKCM) incidence is continually increasing, with chemotherapy and immunotherapy being among the most common cancer treatment modalities. This study aims to identify novel biomarkers for chemotherapy and immunotherapy response in SKCM and explore their association with oxidative stress.<br />Methods: Utilizing TCGA-SKCM RNA-seq data, we employed Weighted Gene Co-expression Network Analysis (WGCNA) and Protein-Protein Interaction (PPI) networks to identify six core genes. Gene co-expression analysis and immune-related analysis were conducted, and specific markers associated with oxidative stress were identified using Gene Set Variation Analysis (GSVA). Single-cell analysis revealed the expression patterns of Oxidative Stress-Associated Genes (OSAG) in the tumor microenvironment. TIDE analysis was employed to explore the association between immune therapy response and OSAG, while CIBERSORT was used to analyze the tumor immune microenvironment. The BEST database demonstrated the impact of the Oxidative Stress signaling pathway on chemotherapy drug resistance. Immunohistochemical staining and ROC curve evaluation were performed to assess the protein expression levels of core genes in SKCM and normal samples, with survival analysis utilized to determine their diagnostic value.<br />Results: We identified six central genes associated with SKCM metastasis, among which the expression of DSC2 and DSC3 involved in the oxidative stress pathway was closely related to immune cell infiltration. DSC2 influenced drug resistance in SKMC patients. Furthermore, downregulation of DSC2 and DSC3 expression enhanced the response of SKCM patients to immunotherapy.<br />Conclusion: This study identified two Oxidative Stress-Associated genes as novel biomarkers for SKCM. Additionally, targeting the oxidative stress pathway may serve as a new strategy in clinical practice to enhance SKCM chemotherapy and sensitivity.<br />Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.<br /> (Copyright © 2024 Rong, Su, Jia, Zeng, Yang, Wei, Lu and Cao.)
- Subjects :
- Humans
Prognosis
Melanoma, Cutaneous Malignant
Gene Expression Regulation, Neoplastic
Protein Interaction Maps
Female
Male
Gene Expression Profiling
Transcriptome
Drug Resistance, Neoplasm genetics
Immunotherapy methods
Middle Aged
Gene Regulatory Networks
Oxidative Stress
Tumor Microenvironment immunology
Melanoma immunology
Melanoma drug therapy
Melanoma genetics
Melanoma metabolism
Skin Neoplasms immunology
Skin Neoplasms drug therapy
Skin Neoplasms genetics
Skin Neoplasms mortality
Biomarkers, Tumor
Subjects
Details
- Language :
- English
- ISSN :
- 1664-3224
- Volume :
- 15
- Database :
- MEDLINE
- Journal :
- Frontiers in immunology
- Publication Type :
- Academic Journal
- Accession number :
- 38660305
- Full Text :
- https://doi.org/10.3389/fimmu.2024.1387316