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Updated: Oct 20, 2025

Evaluation of Biomarkers in Glioma by Immunohistochemistry on Paraffin-Embedded 3D Glioma Neurosphere Cultures
Published on: January 9, 2019
Four specific biomarkers associated with the progression of glioblastoma multiforme in older adults identified using
Yushi Yang1,2, Liangzhao Chu3, Zhirui Zeng1
1College of Basic Medicine, Guizhou Medical University, Guiyang, Guizhou, China.
Abstract:
Glioblastoma multiforme (GBM) is the most common primary intracranial malignancy in adults. Owing to individual tolerance and tumor heterogeneity, the therapy methods for young adults do not apply to older adults. The present study aimed to identify specific biomarkers for GBM in older adults using weighted gene co-expression network analysis (WGCNA). Gene expression profiles of older adults with GBM were downloaded from The Cancer Genome Atlas (TCGA) and set as a discovery cohort to construct WGCNA. Core genes of clinically significant modules were used to perform functional enrichment, protein-protein interaction, and Pearson correlation analyses. Gene expression profiles of young in TCGA and older GBM patients from our research group were set as verification cohorts for hub gene expression and diagnostic value. Four significant gene modules associated clinically with older adults with GBM were identified, whereas 251 genes were core genes with module membership>0.8 and gene significance>0.2. Ermin (ERMN), myelin-associated oligodendrocyte basic protein (MOBP), proteolipid protein 1 (PLP1), and oligodendrocytic myelin paranodal and inner loop protein (OPALIN) genes had significant relationships with the Karnofsky score (KPS) in older GBM patients. ERMN, MOBP, PLP1, and OPALIN had no relationship with KPS in young GBM patients. These genes were upregulated in GBM tissues from older patients with low but not high KPS and had high diagnostic value. In conclusion, ERMN, MOBP, PLP1, and OPALIN may serve as specific biomarkers for the progression of GBM in older adults.
Insights
Specific biomarkers for glioblastoma multiforme (GBM) in older adults were identified. Four genes (ERMN, MOBP, PLP1, OPALIN) show potential as diagnostic markers for GBM progression in elderly patients.
Area of Science:
- Oncology
- Genomics
- Biomarker Discovery
Background:
- Glioblastoma multiforme (GBM) is a common adult brain cancer.
- Therapeutic approaches for GBM differ between young and older adults due to individual tolerance and tumor heterogeneity.
Purpose of the Study:
- To identify specific biomarkers for GBM in older adult populations.
- To differentiate GBM progression in older adults based on gene expression.
Main Methods:
- Weighted Gene Co-expression Network Analysis (WGCNA) was applied to GBM gene expression data from The Cancer Genome Atlas (TCGA) discovery cohort.
- Functional enrichment, protein-protein interaction, and Pearson correlation analyses were performed on core genes.
- Verification cohorts included young GBM patients (TCGA) and older GBM patients from the research group.
Main Results:
- Four significant gene modules associated with GBM in older adults were identified.
- ERMN, MOBP, PLP1, and OPALIN genes showed significant relationships with Karnofsky Performance Score (KPS) in older GBM patients, but not in younger patients.
- These genes were upregulated in GBM tissues from older patients with low KPS and demonstrated high diagnostic value.
Conclusions:
- ERMN, MOBP, PLP1, and OPALIN may serve as specific biomarkers for GBM progression in older adults.
- These findings highlight potential therapeutic targets and diagnostic tools tailored for elderly GBM patients.
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