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Identification of vital prognostic genes related to tumor microenvironment in pheochromocytoma and paraganglioma based on weighted gene co-expression network analysis.
- Source :
-
Aging [Aging (Albany NY)] 2021 Mar 26; Vol. 13 (7), pp. 9976-9990. Date of Electronic Publication: 2021 Mar 26. - Publication Year :
- 2021
-
Abstract
- Pheochromocytoma and paraganglioma (PCPG) is a rare neuroendocrine tumor. This study aims to identify vital prognostic genes which were associated with PCPG tumor microenvironment (TME). We downloaded transcriptome data of PCPG from TCGA database and calculated the immune scores and stromal scores by using the ESTIMATE algorithm. DEGs related to TMB were then identified. We conducted WGCNA to further extract the TME-related modules. GO, KEGG pathway analysis, and PPI network were performed. Survival analysis was conducted to identify the hub genes associated with the prognosis of PCPG. A total of 150 PCPG samples were included in this study. We obtained 1507 and 2067 DEGs based on immune scores and stromal scores, respectively. WGCNA analysis identified the red module and brown module were correlated with immune sores while the turquoise module and red module were significantly associated with stromal scores. Functional enrichments analysis revealed that 307 TME-related genes were correlated with the inflammation or immune response. Survival analysis showed that three TME-relate genes (ADGRE1, CCL18, and LILRA6) were associated with PCPG prognosis. These three hub genes including ADGRE1, CCL18, and LILRA6 might be involved in the progression of PCPG and could serve as potential biomarkers and novel therapeutic targets.
- Subjects :
- Adrenal Gland Neoplasms pathology
Calcium-Binding Proteins genetics
Chemokines, CC genetics
Computational Biology
Gene Expression Regulation, Neoplastic
Gene Regulatory Networks
Humans
Paraganglioma mortality
Paraganglioma pathology
Pheochromocytoma mortality
Pheochromocytoma pathology
Prognosis
Receptors, G-Protein-Coupled genetics
Receptors, Immunologic genetics
Survival Rate
Transcriptome
Adrenal Gland Neoplasms genetics
Biomarkers, Tumor genetics
Paraganglioma genetics
Pheochromocytoma genetics
Tumor Microenvironment genetics
Subjects
Details
- Language :
- English
- ISSN :
- 1945-4589
- Volume :
- 13
- Issue :
- 7
- Database :
- MEDLINE
- Journal :
- Aging
- Publication Type :
- Academic Journal
- Accession number :
- 33795528
- Full Text :
- https://doi.org/10.18632/aging.202754