MELK is a prognostic biomarker and correlated with immune infiltration in glioma
0301 basic medicine
03 medical and health sciences
Neurology
immune infiltration
glioma
MELK
tumor microenvironment
prognosis
Neurology. Diseases of the nervous system
RC346-429
3. Good health
DOI:
10.3389/fneur.2022.977180
Publication Date:
2022-10-24T05:11:40Z
AUTHORS (7)
ABSTRACT
Glioma accounts for the vast majority of primary brain tumors with inevitable recurrence and poor prognosis. Maternal embryonic leucine zipper kinase (MELK) is overexpressed in multiple human could activate a variety oncogenic-associated signal pathways. However, its role glioma microenvironment still largely unknown.We collected RNA sequence data clinical information gliomas from Chinese Genome Atlas (CGGA), The Cancer (TCGA), Gene Expression Omnibus (GEO) databases, investigated MELK expression correlation clinicopathologic features prognosis glioma. Moreover, relationship between immune cell infiltration tumor was explored through single-sample gene set enrichment analysis (ssGSEA) CIBERSORT. In addition, (GSEA) Metascape online were performed to find out signaling pathways enriched by differentially expressed genes (DEGs) high- low-MELK groups. Finally, immunohistochemistry validate our findings.Data CGGA GEO datasets showed that significantly upregulated than normal tissues, obviously correlated features, including age, WHO grade, histological subtype, IDH mutant status, 1p19q codeletion PRS type. Stratified analysis, Cox regression nomogram model revealed high predicted survival; hence, serve as an independent prognostic biomarker results pathway indicated system process, angiogenesis, apoptosis, cycle, other oncogenic-related Immune demonstrated increased higher scores, fractions immunocytes (T cells, NK cells resting, macrophages, resting mast neutrophils), levels checkpoints (B7-H3, CTLA4, LAG3, PD-1, PD-L1, TIM3). validated findings relates malignancy glioma.Our identified act indicator potential immunotherapy target conclusion, these suggested DDOST mediated immunosuppressive be important diagnosing treating gliomas.
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