Dissecting PTPN7-driven aggressiveness in IDH-wildtype astrocytomas: multi-omics, clinical validation, and spatial transcriptomics for prognostic insights
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Updated: Jun 14, 2025

Digital Spatial Profiling for Characterization of the Microenvironment in Adult-Type Diffusely Infiltrating Glioma
Published on: September 13, 2022
Tung Liu1, Yu-Chieh Lin2,3, Pei-Chi Chang4
1Department of Pathology, Tri-Service General Hospital, National Defense Medical Center, Taipei, 114, Taiwan, Republic of China.
Background:
Gliomas, particularly IDH-wildtype astrocytomas, remain highly aggressive and resistant to current therapies. Despite advances in molecular classification, effective therapeutic targets are still limited. Consequently, identifying new targets is essential to improve patient survival. PTPN7, a tyrosine phosphatase implicated in MAPK signaling, is known to play roles in various malignancies but remains underexplored in gliomas. This study examines the prognostic significance, spatial distribution, and immune-related functions of PTPN7, aiming to elucidate its potential as a prognostic role and therapeutic target in glioma treatment.
Materials And Methods:
We analyzed PTPN7 mRNA expression in gliomas via TCGA, CGGA, and single-cell RNA sequencing (GSE131928 and GSE89567). Kaplan determined prognostic significance-Meier and uni-/multi-variate Cox survival analyses. Gene set enrichment analysis (GSEA) was used to identify dysregulated pathways, immune signatures, and cell-type enrichments. We also applied CIBERSORT to evaluate the relationships between PTPN7 expression and 12-principal cell states and 22 immune populations. Spatial transcriptomics (Ivy Glioblastoma Atlas, 10 × Genomics Visium) mapped PTPN7 distribution; these findings were corroborated by immunohistochemistry-validated protein expression in 70 cases.
Results:
Pan-cancer analysis revealed PTPN7 overexpression in multiple malignancies, including glioma. Notably, PTPN7 was significantly elevated in IDH-wildtype astrocytomas, correlating with higher tumor grades and poorer overall survival. GSEA indicated that high PTPN7 is linked to T-cell differentiation, macrophage/monocyte activation, and dendritic cell-associated pathways. Both immune deconvolution and single-cell analyses showed that PTPN7 positively correlates with myeloid series and T-cell populations, supported by additional GSEA findings. In the Ivy dataset and spatial transcriptomics, PTPN7 was concentrated in peri-necrotic, cellular tumor, and slightly lower in the infiltrating border regions, consistent with immune interaction sites. Immunohistochemical data further demonstrated high PTPN7 expression tracks with increased tumor grade, reaching statistical significance in IDH-wildtype astrocytomas and confirming its clinical relevance.
Conclusion:
This study positions PTPN7 as a prognostic biomarker and immune modulator in gliomas, particularly IDH-wildtype astrocytomas. Its expression correlates with tumor aggressiveness and immune infiltration, potentially driving glioma progression. Targeting PTPN7 may disrupt immune evasion and support tumor eradication, indicating a promising therapeutic avenue in immunotherapy-based strategies.
Insights
Protein tyrosine phosphatase non-receptor type 7 (PTPN7) is overexpressed in aggressive gliomas, particularly IDH-wildtype astrocytomas, correlating with poor survival. Targeting PTPN7 may offer a new immunotherapy strategy for glioma treatment.
Area of Science:
- Oncology
- Molecular Biology
- Immunology
Background:
- Gliomas, especially IDH-wildtype astrocytomas, are aggressive with limited therapeutic options.
- PTPN7, a tyrosine phosphatase in MAPK signaling, is underexplored in glioma.
- Identifying novel prognostic biomarkers and therapeutic targets is crucial for improving glioma patient survival.
Purpose of the Study:
- To investigate the prognostic significance of PTPN7 in gliomas.
- To analyze the spatial distribution and immune-related functions of PTPN7.
- To evaluate PTPN7 as a potential therapeutic target in glioma treatment.
Main Methods:
- Analysis of PTPN7 mRNA expression using TCGA, CGGA, and single-cell RNA sequencing datasets.
- Prognostic significance assessed via Kaplan-Meier and Cox survival analyses.
- Pathway and immune cell enrichment analysis using Gene Set Enrichment Analysis (GSEA) and CIBERSORT; spatial distribution mapped with spatial transcriptomics and validated by immunohistochemistry.
Main Results:
- PTPN7 is overexpressed in gliomas, particularly IDH-wildtype astrocytomas, correlating with higher tumor grade and poorer survival.
- High PTPN7 expression is linked to T-cell differentiation, myeloid cell activation, and immune cell infiltration.
- Spatial transcriptomics and immunohistochemistry confirm PTPN7 enrichment in tumor regions associated with immune interactions.
Conclusions:
- PTPN7 serves as a prognostic biomarker and immune modulator in gliomas, especially IDH-wildtype astrocytomas.
- PTPN7 expression correlates with tumor aggressiveness and immune infiltration, potentially driving glioma progression.
- Targeting PTPN7 presents a promising therapeutic strategy to enhance immunotherapy efficacy and promote tumor eradication.

