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Development of a prognostic index based on immunogenomic landscape analysis in glioma
- Source :
- Immunity, Inflammation and Disease, Immunity, Inflammation and Disease, Vol 9, Iss 2, Pp 467-479 (2021)
- Publication Year :
- 2021
- Publisher :
- John Wiley and Sons Inc., 2021.
-
Abstract
- Background Glioma is the most common intracranial tumor. The inflammatory response actively participates in the malignancy of gliomas. There is still limited knowledge about the biological function of immune‐related genes (IRGs) and their potential involvement in the malignancy of gliomas. Methods We screened differentially expressed and survival‐associated IRGs, and explored their potential molecular characteristics. Then we developed a prognostic index derived from seven hub IRGs. A prognostic nomogram was built to indicate the prognostic value of the prognostic index and seven IRGs. We characterized the immune infiltration landscape to analyze tumor‐immune interactions. The real‐time quantitative polymerase chain reaction assay was performed to validate bioinformatics results. Results The differentially expressed IRGs are involved in cell chemotaxis, cytokine activity, and the chemokine‐mediated signaling pathway. The prognostic index derived from seven IRGs had clinical prognostic value in glioma, and positively correlated with the malignant clinicopathological characteristics. A nomogram further indicated that the prognostic index and seven hub IRGs had clinical prognostic value for gliomas. We revealed that the prognostic index could reflect the state of the glioma immune microenvironment. Conclusion This study demonstrates the importance of an IRG‐based prognostic index as a potential biomarker for predicting malignancy in gliomas.<br />Graphical abstract
- Subjects :
- 0301 basic medicine
Oncology
medicine.medical_specialty
Intracranial tumor
medicine.medical_treatment
Immunology
Malignancy
03 medical and health sciences
0302 clinical medicine
Internal medicine
Glioma
glioma
immune‐related genes
medicine
Tumor Microenvironment
Immunology and Allergy
Humans
IRGs
Original Research
prognosis index
business.industry
Computational Biology
Immunotherapy
RC581-607
Nomogram
medicine.disease
Prognosis
Gene Expression Regulation, Neoplastic
030104 developmental biology
Real-time polymerase chain reaction
Landscape analysis
immunotherapy
Immunologic diseases. Allergy
business
030215 immunology
Subjects
Details
- Language :
- English
- ISSN :
- 20504527
- Volume :
- 9
- Issue :
- 2
- Database :
- OpenAIRE
- Journal :
- Immunity, Inflammation and Disease
- Accession number :
- edsair.doi.dedup.....2dcf2c00e5b7256a57df2ffd5cc6cf5a