Zheng Qu, Kaijing Guo, Xin Xiang, Yuhan An, Ting Lei, Angsi Liu, Yulin Wang, Dongting Chen, Hong Chen, Ziqian Zhang, Jiangjia Qin, Jiuming He, Xueji Li, Fangjun Liu, Yan Li
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.