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Updated: Jan 17, 2026

Digital Spatial Profiling for Characterization of the Microenvironment in Adult-Type Diffusely Infiltrating Glioma
Published on: September 13, 2022
Spatial transcriptomic analysis reveals lack of response to PD-1 blockade in recurrent glioblastoma
Sara Blaabjerg Artzi1,2,3, Marc Nihøj Klausen4,5,6, Dylan Scott Lykke Harwood4,5,6
1Department of Clinical Medicine and Biotech Research and Innovation Centre (BRIC), University of Copenhagen, Copenhagen, Denmark. sara.blaabjerg.artzi@regionh.dk.
Abstract:
Immune checkpoint inhibitors have transformed treatment for several cancers, yet clinical trials of programmed cell death protein 1 (PD-1) blockade in glioblastoma (GBM) have consistently failed to show therapeutic benefit. While some studies have reported treatment-related transcriptional changes, particularly in T cells, findings remain limited and inconsistent. The aim of this study was to investigate changes in tumor cells and tumor-associated macrophages (TAMs) after PD-1 blockade in recurrent GBM using spatial transcriptomics. We performed Digital Spatial Profiling (GeoMx, NanoString) on FFPE tumor samples from 26 patients with matched primary and recurrent IDH-wildtype GBM, including 16 patients who received neoadjuvant nivolumab at recurrence. Tumor (SOX2⁺) and TAM (IBA1⁺) segments were selected for targeted spatial analysis. Following quality control and filtering, transcriptomic profiles were compared between nivolumab-treated and untreated recurrent tumors. PD-1 blockade did not induce detectable gene expression changes in either tumor cells or TAMs. There were no significant differences in global expression profiles or in more targeted analyses of malignant cell states, cell cycle activity, interferon signaling, or myeloid transcriptional programs. These results consistently indicate that neoadjuvant PD-1 blockade does not elicit measurable responses at the spatial transcriptomic level in tumor cells or TAMs in recurrent GBM. These findings align with the lack of clinical benefit observed in trials and highlight the need for alternative strategies to improve immunotherapy outcomes in GBM.
Insights
Programmed cell death protein 1 (PD-1) blockade did not alter gene expression in glioblastoma tumor cells or macrophages. This study explains the lack of clinical benefit from PD-1 inhibitors in glioblastoma treatment.
Area of Science:
- Oncology
- Immunotherapy
- Genomics
Background:
- Immune checkpoint inhibitors, particularly PD-1 blockade, have revolutionized cancer treatment.
- However, clinical trials of PD-1 blockade in glioblastoma (GBM) have yielded limited therapeutic benefits.
- Previous studies reported inconsistent transcriptional changes in T cells post-treatment.
Purpose of the Study:
- To investigate the effects of PD-1 blockade on tumor cells and tumor-associated macrophages (TAMs) in recurrent GBM.
- To analyze transcriptional changes in response to neoadjuvant nivolumab using spatial transcriptomics.
Main Methods:
- Digital Spatial Profiling (GeoMx, NanoString) was employed on formalin-fixed paraffin-embedded (FFPE) tumor samples from 26 patients with matched primary and recurrent IDH-wildtype GBM.
- Samples included 16 patients who received neoadjuvant nivolumab.
- Transcriptomic profiles of tumor (SOX2⁺) and TAM (IBA1⁺) segments were compared between treated and untreated recurrent tumors.
Main Results:
- PD-1 blockade with nivolumab did not induce significant gene expression changes in glioblastoma tumor cells or TAMs.
- No substantial differences were observed in global expression profiles, malignant cell states, cell cycle activity, interferon signaling, or myeloid transcriptional programs.
- Spatial transcriptomic analysis revealed no measurable response in tumor cells or TAMs following neoadjuvant PD-1 blockade.
Conclusions:
- Neoadjuvant PD-1 blockade does not elicit detectable transcriptomic responses in tumor cells or TAMs in recurrent GBM.
- These findings correlate with the observed lack of clinical efficacy of PD-1 inhibitors in GBM.
- Alternative strategies are needed to enhance immunotherapy outcomes in glioblastoma.
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