Single-cell analysis reveals KLF10-high macrophages induced by glioblastoma cells are associated with tumor progression - Report - MDSpire

Single-cell profiling identifies KLF10-enriched macrophages driven by glioblastoma cells linked to tumor advancement

  • By

  • Xiaodong Zhang

  • Caiping Chen

  • Qianya Fan

  • Sheng Chen

  • Duanzheng Cao

  • Zhonglin Hu

  • Yejun Zhou

  • Jinfang Xu

  • Delin Wang

  • July 20, 2026

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Clinical Report: Single-cell profiling identifies KLF10-enriched macrophages

Overview

This study identifies a five-gene prognostic signature linked to KLF10 in glioblastoma-associated macrophages, highlighting its association with tumor progression and poor prognosis.

Background

Glioblastoma (GBM) is the most common and aggressive primary malignant tumor of the adult central nervous system, with a high recurrence rate despite treatment. Tumor-associated macrophages (TAMs) are crucial in GBM progression, yet their characteristics in recurrent GBM remain poorly understood. Understanding the role of KLF10 in TAMs may provide insights into therapeutic strategies targeting the glioblastoma microenvironment.

Data Highlights

Prognostic Signature Genes
KLF10
ZFAND2A
SMAD7
GPR84
ARHGAP12

Key Findings

  • A five-gene prognostic signature was identified, including KLF10.
  • KLF10 expression correlates with WHO grade, IDH mutation, and overall survival.
  • High KLF10 levels predict poor prognosis in glioblastoma patients.
  • KLF10-associated genes are linked to ECM–receptor interaction and cytokine signaling pathways.
  • Co-culture with GBM cells upregulated KLF10 in macrophages, enhancing GBM-cell proliferation and invasion.

Clinical Implications

The identification of KLF10 as a prognostic marker in glioblastoma-associated macrophages may inform future therapeutic strategies.

Conclusion

KLF10-high macrophages are associated with glioblastoma progression and represent a potential prognostic marker.

Related Resources & Content

  1. Acta Neuropathologica, 2023 -- Immune Profiling in Glioblastoma Reveals an Inflammatory Perivascular Subtype Linked to Improved Survival Outcomes
  2. Frontiers in Immunology, 2026 -- Single-cell and spatial profiling reveal an IL-10–associated iCAF–M2 macrophage communication axis in high-grade serous ovarian cancer ascites
  3. Frontiers in Oncology, 2026 -- SLC10A3 drives glioblastoma progression by remodeling the immunosuppressive microenvironment and promoting M2 macrophage migration
  4. Frontiers in Immunology, 2026 -- A scissor-guided single-cell framework defines a macrophage-derived risk score for prognostic and immunotherapy stratification in lung adenocarcinoma
  5. Virtual Trials - CNS Guidelines 2025
  6. Frontiers | Spatiotemporal and metabolic heterogeneity of tumor-associated macrophages in glioblastoma: from single-cell insights to therapeutic targeting

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