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ORIGINAL RESEARCH article
Front. Immunol.
Sec. Cancer Immunity and Immunotherapy
Volume 16 - 2025 |
doi: 10.3389/fimmu.2025.1516332
This article is part of the Research Topic Molecular Chaperones and Polyamines in Disease View all 4 articles
Heterogeneity in Polyamine Metabolism Dictates Prognosis and Immune Checkpoint Blockade Response in Hepatocellular Carcinoma
Provisionally accepted- 1 Department of Birth Health and Genetics, The Reproductive Hospital of Guangxi Zhuang Autonomous Region, Nanning, Guangxi Zhuang Region, China
- 2 School of Medicine & Health, Guangxi Vocational & Technical Institute of Industry, Nanning, China
- 3 Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
Immune checkpoint blockade holds promise in hepatocellular carcinoma (HCC) treatment, but its efficacy remains limited. Dysregulated polyamine metabolism and its interaction with oncogenic pathways promote tumor progression. However, the heterogeneity of polyamine metabolism and its effects on the immune microenvironment and response to immunotherapy in HCC remain unclear. Here, we aimed to investigate the prognostic and immunotherapeutic implications of polyamine metabolism in HCC. Based on polyamine-related genes, HCC patients were categorized into two clusters with distinct survival outcomes. We developed a polyamine-related signature, termed PAscore, which was found to be a strong predictor of both poor prognosis and reduced immunocyte infiltration. Notably, a high PAscore was also associated with decreased sensitivity to immunotherapy. Within the HCC microenvironment, malignant cells exhibited polyamine metabolic heterogeneity, those with high polyamine metabolic activity showed altered hallmark pathway signatures and increased communication with myeloid cells. In vitro experiments suggested that FIRRE, the gene with the greatest impact on the PAscore, significantly contributed to HCC proliferation and metastasis. This study underscores the potential of our polyamine-related signature in predicting the prognosis and immunotherapy response in HCC patients, and also reveals the polyamine metabolic heterogeneity among HCC cells that influences their crosstalk with infiltrating myeloid cells.
Keywords: Hepatocellular Carcinoma, Polyamine, Metabolic heterogeneity, Immunotherapy, prognosis
Received: 24 Oct 2024; Accepted: 22 Jan 2025.
Copyright: © 2025 Pan, Pan and Zhu. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
* Correspondence:
Qinchun Pan, School of Medicine & Health, Guangxi Vocational & Technical Institute of Industry, Nanning, China
Tao Zhu, Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
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