Expression Profile, Molecular Association, and Clinical Significance of POLD4 in Glioblastoma.
Md Tanjim AlamMohammad Shadab AliHarsh GoelJay SinghBilash ChatterjeeSubhankar BoseVijay HaddaAnita ChopraPublished in: Cellular and molecular neurobiology (2023)
The POLD4 gene encodes a subunit (δ4) of DNA polymerase delta, which is a key enzyme involved in DNA replication and repair. Recent studies have suggested that POLD4 plays a crucial role in developing certain cancers. However, there is a lack of knowledge regarding the role of POLD4 in the context of glioblastoma (GBM). Therefore, in this study we have used various cancer bioinformatics tools to explore the role of POLD4 in glioblastoma. Data from various sources were accessed to analyze POLD4 gene expression and estimate tumor-infiltrating immune cells in glioblastoma. Methylation data were retrieved using the MEXPRESS web browser and analyzed. UALCAN webserver was used to analyze the protein expression of POLD4. Gene correlation and pathway enrichment analysis were performed using cBioPortal and GSEA software, respectively. Afterward, survival analysis was performed. POLD4 was significantly upregulated in glioblastoma at both gene and protein levels in GBM, and ROC curve analysis revealed it as a potential biomarker in glioblastoma. GSEA analysis of TCGA-GBM pan-cancer study exhibited that POLD4 expression was associated with critical pathways, such as interferon-gamma response, G2M checkpoint, inflammatory response, E2F targets, EMT transition, and KRAS signaling pathways. Furthermore, POLD4 expression was positively correlated with DNA methylation at 3 CpG sites, including Cg16509978, with a Pearson correlation coefficient value of 0.398 (p-value ≤ 0.01), while the promoter region had a positive correlation but was not significant. In addition, POLD4 is significantly linked with poor OS, PFS, and DFS. We also found association of POLD4 expression with altered immune cell infiltration. In conclusion, POLD4 is significantly upregulated in glioblastoma and may be used as a potential diagnostic or prognostic biomarker for GBM patients. However, to establish the same a large cohort study is needed. Using TCGA data and various cancer bioinformatics tools mentioned above we observed very high level of gene and protein expression of POLD4 in glioblastoma patients. The expression of POLD4 was significantly correlated with inflammatory and oncogenic pathways and it also has a significant correlation with adverse outcome in patients with glioblastoma.
Keyphrases
- dna methylation
- gene expression
- genome wide
- poor prognosis
- end stage renal disease
- inflammatory response
- ejection fraction
- chronic kidney disease
- copy number
- healthcare
- papillary thyroid
- newly diagnosed
- transcription factor
- oxidative stress
- electronic health record
- peritoneal dialysis
- risk assessment
- binding protein
- dna damage
- signaling pathway
- single molecule
- prognostic factors
- lipopolysaccharide induced
- dendritic cells
- childhood cancer
- artificial intelligence
- squamous cell
- single cell
- pi k akt
- free survival
- patient reported outcomes
- drug induced