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Updated: Sep 27, 2026

Quantitative Immunohistochemistry of the Cellular Microenvironment in Patient Glioblastoma Resections
Published on: July 31, 2017
Spatial Association Between Polyamine Metabolism and Lipid Peroxidation in Different Pathological Regions of
Zheng Qu1, Kaijing Guo2, Xin Xiang3
1Beijing Key Laboratory of New Drug Mechanisms and Pharmacological Evaluation Study, Department of Pharmacology, Institute of Materia Medica, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100050, China.
Abstract:
Background: Glioblastoma is highly heterogeneous, highly invasive, and resistant to temozolomide, with an extremely low 5-year survival rate. The spatial association between polyamine metabolism and ferroptosis remains unclear. Spatial metabolic heterogeneity is a core challenge in glioblastoma treatment. Methods: In this study, 17 patients with primary or recurrent high-grade glioma were included. Spatial metabolomics (n = 9), multiplex immunofluorescence (exploratory experiment n = 10, observational experiment n = 1), flow cytometry (n = 13), and mouse orthotopic models (n = 3) were combined to analyze the characteristics of the polyamine-ferroptosis axis in the para-carcinoma, tumor, and necrotic regions. Results: Differences in the polyamine-metabolism-ferroptosis axis were observed across distinct pathological regions of glioblastoma. Regional differences in polyamine distribution were associated with regional differences that lower lipid-peroxidation signals in the tumor region and higher lipid-peroxidation signals in the necrotic region. Moreover, in glioblastoma patient specimens, lipid-peroxidation-associated signals were detected in immune-cell compartments, alongside immune-cell phenotypic features suggestive of dysfunction, which show correlation with an immunosuppressive microenvironment. At the regional level, enzymes related to polyamine metabolism, namely GLS and SMS, exhibited spatial co-localization trends with lipid-peroxidation markers. Alterations in markers of the GSH-GPX4 and FSP1 antioxidant systems were spatially associated with the tumor-region-specific lipid-peroxidation profile. Partial spatial patterns of polyamine metabolism observed in human samples were partially recapitulated in mouse orthotopic tumor models. Conclusions: Glioblastoma exhibits spatially distinct distribution of the polyamine-ferroptosis-associated molecular signature. Notable correlative spatial features include spermidine and spermine enrichment, altered regional abundance within the glutamine-glutamate metabolic axis, immune-cell lipid-peroxidation-associated signals and immune-cell-dysfunction-related phenotypes, and regional shifts in GSH-GPX4/FSP1-related markers. This study identifies potential targets and provides a correlative spatial framework for region-specific therapeutic investigation, but the establishment of the causal relationship still requires further functional verification.
