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Multi-omics profiling and experimental verification of tertiary lymphoid structure-related genes: molecular subgroups, immune infiltration, and prognostic implications in lung adenocarcinoma.
- Source :
-
Frontiers in immunology [Front Immunol] 2024 Sep 19; Vol. 15, pp. 1453220. Date of Electronic Publication: 2024 Sep 19 (Print Publication: 2024). - Publication Year :
- 2024
-
Abstract
- Lung adenocarcinoma (LUAD), characterized by a low 5-year survival rate, is the most common and aggressive type of lung cancer. Recent studies have shown that tertiary lymphoid structures (TLS), which resemble lymphoid structures, are closely linked to the immune response and tumor prognosis. The functions of the tertiary lymphoid structure-related genes (TLS-RGs) in the tumor microenvironment (TME) are poorly understood. Based on publicly available data, we conducted a comprehensive study of the function of TLS-RGs in LUAD. Initially, we categorized LUAD patients into two TLS and two gene subtypes. Subsequently, risk scores were calculated, and prognostic models were constructed using seven genes (CIITA, FCRL2, GBP1, BIRC3, SCGB1A1, CLDN18, and S100P). To enhance the clinical application of TLS scores, we have developed a precise nomogram. Furthermore, drug sensitivity, tumor mutational burden (TMB), and the cancer stem cell (CSC) index were found to be substantially correlated with the TLS scores. Single-cell sequencing results reflected the distribution of TLS-RGs in cells. Finally, we took the intersection of overall survival (OS), disease-specific survival (DSS), and progression-free interval (PFI) prognosis-related genes and then further validated the expression of these genes by qRT-PCR. Our in-depth investigation of TLS-RGs in LUAD revealed their possible contributions to the clinicopathological features, prognosis, and characteristics of TME. These findings underscore the potential of TLS-RGs as prognostic biomarkers and therapeutic targets for LUAD, thereby paving the way for personalized treatment strategies.<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 Wu, Pan, Pan, Zeng, Liang and Li.)
- Subjects :
- Humans
Prognosis
Female
Male
Lymphocytes, Tumor-Infiltrating immunology
Lymphocytes, Tumor-Infiltrating metabolism
Gene Expression Profiling
Gene Expression Regulation, Neoplastic
Middle Aged
Nomograms
Aged
Multiomics
Adenocarcinoma of Lung genetics
Adenocarcinoma of Lung immunology
Adenocarcinoma of Lung mortality
Adenocarcinoma of Lung pathology
Lung Neoplasms genetics
Lung Neoplasms immunology
Lung Neoplasms mortality
Lung Neoplasms pathology
Tertiary Lymphoid Structures immunology
Tertiary Lymphoid Structures genetics
Tumor Microenvironment immunology
Tumor Microenvironment genetics
Biomarkers, Tumor genetics
Subjects
Details
- Language :
- English
- ISSN :
- 1664-3224
- Volume :
- 15
- Database :
- MEDLINE
- Journal :
- Frontiers in immunology
- Publication Type :
- Academic Journal
- Accession number :
- 39364403
- Full Text :
- https://doi.org/10.3389/fimmu.2024.1453220