Technology in Cancer Research & TreatmentBioinformaticsPeer-reviewed journal article
Characterization of clinical significance of PD-1/PD-Ls expression and methylation in patients with low grade glioma
Jie MeiiD, Yun CaiiD, Rui XuiD, Xuejing YangiD, Weijian Zhou, Huiyu WangiD, Chaoying LiuiD
Abstract
BackgroundImmune checkpoints play crucial roles in immune escape of cancer cells. However, the exact prognostic values of expression and methylation of programmed death 1 (PD-1), programmed death-ligand 1 (PD-L1) and PD-L2 in low-grade glioma (LGG) have not been defined yet. MethodsA total of 514 LGG samples from TCGA dataset containing both PD-1, PD-L1 and PD-L2 expression, DNA methylation, and survival data were enrolled into our study. The clinical significance of PD-1/PD-Ls expression and methylation in LGG were explored. Besides, the correlation between PD-1/PD-Ls expression and methylation with the infiltration levels of tumor-infiltrating immune cells (TIICs) was assessed. Moreover, GO enticement analysis of PD-1/PD-Ls co-expressed genes was performed as well. R 3.6.2 and GraphPad Prism 8 were applied as main tools for the statistical analysis and graphical exhibition. ResultsPD-1/PD-Ls had distinct co-expression patterns in LGG tissues. The expression and methylation status of PD-1/PD-Ls seemed to be various in different LGG subtypes. Besides, upregulated PD-1/PD-Ls expression and hypo-methylation of PD-1/PD-Ls were associated with worse survival in LGG patients. In addition, PD-1/PD-Ls expression was revealed to be positively associated with TIICs infiltration, while their methylation was negatively associated with TIICs infiltration. Moreover, the PD-1/PDLs correlated gene profiles screening and Gene Ontology (GO) enrichment analysis uncovered that PD-1/PDLs and their positively correlated gene mainly participated in immune response related biological processes. ConclusionsHigh expression and hypo-methylation of PD-1/PD-Ls significantly correlated with unfavorable survival in LGG patients, suggesting LGG patients may benefit from PD1/PD-Ls checkpoint inhibitors treatment.
- organism: human
- assay: DNA methylation
- assay: bulk RNA-seq
- research focus: differential expression
- approach: statistical model
- Citations
- 6
- FWCI
- 0.45
- Field percentile
- top 37%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Expression of inhibitory checkpoint ligands by Glioblastoma Multiforme cells and the implications of an enhanced stem cell-like phenotype
L. D. Robilliard, W. Joseph, … S. Graham·bioRxiv·Dec 19, 2019
- Molecular and clinicopathological characterization of a prognostic immune gene signature associated with MGMT methylation in glioblastoma
L. Zhao, J. Zhang, … P. Zhao·Frontiers in Cell and Developmental BiologyPeer-reviewed·Feb 5, 2021
- Identification of cytokine predominant immunosuppressive class and prognostic risk signatures in glioma
- Multi-pronged analysis of pediatric low-grade glioma reveals a unique tumor microenvironment associated with BRAF alterations
Shadi Zahedi, Kent A. Riemondy, … Jean M. Mulcahy Levy·Brain PathologyPeer-reviewed·Jun 30, 2025
- Prognostic Role of c-Met Overexpression in High Grade Glioma: a Meta-analysis
- DLG2-DLG4 Expression is Associated with Improved Survival and a Synaptic Gene Signature in Lower-Grade Glioma
Felipe Franco Pinheiro Gaia, Henrique Ritter Dal-Pizzol, … Gustavo Rassier Isolan·CancersPeer-reviewed·May 20, 2026