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ORIGINAL RESEARCH article
Front. Oncol.
Sec. Gastrointestinal Cancers: Gastric and Esophageal Cancers
Volume 14 - 2024 |
doi: 10.3389/fonc.2024.1518010
Prediction of Prognosis , Immunogenicity and Efficacy of Immunotherapy Based on Cholesterol Metabolism in Gastric Cancer
Provisionally accepted- Nanjing Medical University, Nanjing, China
Cholesterol metabolism plays a crucial role in tumor progression and the modulation of immune responses. However, the precise connection between cholesterol metabolism-related genes (CMRGs) and their implications for clinical prognosis and the outcomes of immunotherapy in gastric cancer remains to be definitively elucidated. We classified 675 gastric cancer patients into three subgroups with distinct prognoses, tumor microenvironments, and clinical features. Further analysis with differential genes led to two more subgroups via consensus clustering. With PCA, we developed a prognostic score predicting survival and immunotherapy response. Results showed the high-score subgroup had significantly better survival, higher TMB and MSI, and more mutated genes, indicating greater immunotherapy sensitivity. Additionally, we established a link between GPC3 expression and cholesterol levels, validating GPC3's biological role. These findings highlight the importance of CMRGs, deepen the understanding of tumor immune microenvironment, and guide individualized immunotherapy for gastric cancer patients.
Keywords: gastric cancer, Cholesterol, prognosis, Tumor Microenvironment, Immunotherapy
Received: 27 Oct 2024; Accepted: 29 Nov 2024.
Copyright: © 2024 Zhu, Yan, Zhang, Shen, Wang, Chen, Cai, Liu, Zekuan and Li. 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:
Xu Zekuan, Nanjing Medical University, Nanjing, China
Zheng Li, Nanjing Medical University, Nanjing, China
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