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Association of Tumor Cell Metabolic Subtype and Immune Response With the Clinical Course of Hepatocellular Carcinoma

AIM: Tumor metabolism plays an important role in tumorigenesis and tumor progression. This study evaluated the potential association of tumor cell metabolism and immune cell tumor infiltration with the clinical course of hepatocellular carcinoma (HCC). METHODS: Gene-wise normalization and principal...

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Autores principales: Wei, Xiaolin, Michelakos, Theodoros, He, Qian, Wang, Xianxing, Chen, Yu, Kontos, Filippos, Wang, Huaizhi, Liu, Xiangde, Liu, Hui, Zheng, Wenjing, Ferrone, Soldano, Zhang, Yun, Ferrone, Cristina R, Li, Xiaowu, Cai, Lei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10628596/
https://www.ncbi.nlm.nih.gov/pubmed/37159555
http://dx.doi.org/10.1093/oncolo/oyad113
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author Wei, Xiaolin
Michelakos, Theodoros
He, Qian
Wang, Xianxing
Chen, Yu
Kontos, Filippos
Wang, Huaizhi
Liu, Xiangde
Liu, Hui
Zheng, Wenjing
Ferrone, Soldano
Zhang, Yun
Ferrone, Cristina R
Li, Xiaowu
Cai, Lei
author_facet Wei, Xiaolin
Michelakos, Theodoros
He, Qian
Wang, Xianxing
Chen, Yu
Kontos, Filippos
Wang, Huaizhi
Liu, Xiangde
Liu, Hui
Zheng, Wenjing
Ferrone, Soldano
Zhang, Yun
Ferrone, Cristina R
Li, Xiaowu
Cai, Lei
author_sort Wei, Xiaolin
collection PubMed
description AIM: Tumor metabolism plays an important role in tumorigenesis and tumor progression. This study evaluated the potential association of tumor cell metabolism and immune cell tumor infiltration with the clinical course of hepatocellular carcinoma (HCC). METHODS: Gene-wise normalization and principal component analysis were performed to evaluate the metabolic system. A tumor microenvironment score system of tumor immune cell infiltration was constructed to evaluate its association with metabolic subtypes. Finally, we analyzed the impact of metabolism and immune cell infiltration on the clinical course of HCC. RESULTS: A total of 673 HCC patients were categorized into cholesterogenic (25.3%), glycolytic (14.6%), mixed (10.4%), and quiescent (49.8%) types based on glycolysis and cholesterol biosynthesis gene expression. The subgroups including the glycolytic genotyping expression (glycolytic and mixed types) showed a higher mortality rate. The glycolytic, cholesterogenic, and mixed types were positively correlated with M0 macrophage, resting mast cell, and naïve B-cell infiltration (P = .013, P = .019, and P = .006, respectively). In TCGA database, high CD8(+) T cell and low M0 macrophage infiltration were associated with prolonged overall survival (OS, P = .0017 and P < .0001, respectively). Furthermore, in glycolytic and mixed types, patients with high M0 macrophage infiltration had a shorter OS (P = .03 and P = .013, respectively), and in quiescent type, patients with low naïve B-cell infiltration had a longer OS (P = .007). CONCLUSIONS: Tumor metabolism plays a prognostic role and correlates with immune cell infiltration in HCC. M0 macrophage and CD8(+) T cell appear to be promising prognostic biomarker for HCC. Finally, M0 macrophages may represent a useful immunotherapeutic target in patients with HCC.
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spelling pubmed-106285962023-11-08 Association of Tumor Cell Metabolic Subtype and Immune Response With the Clinical Course of Hepatocellular Carcinoma Wei, Xiaolin Michelakos, Theodoros He, Qian Wang, Xianxing Chen, Yu Kontos, Filippos Wang, Huaizhi Liu, Xiangde Liu, Hui Zheng, Wenjing Ferrone, Soldano Zhang, Yun Ferrone, Cristina R Li, Xiaowu Cai, Lei Oncologist Hepatobiliary AIM: Tumor metabolism plays an important role in tumorigenesis and tumor progression. This study evaluated the potential association of tumor cell metabolism and immune cell tumor infiltration with the clinical course of hepatocellular carcinoma (HCC). METHODS: Gene-wise normalization and principal component analysis were performed to evaluate the metabolic system. A tumor microenvironment score system of tumor immune cell infiltration was constructed to evaluate its association with metabolic subtypes. Finally, we analyzed the impact of metabolism and immune cell infiltration on the clinical course of HCC. RESULTS: A total of 673 HCC patients were categorized into cholesterogenic (25.3%), glycolytic (14.6%), mixed (10.4%), and quiescent (49.8%) types based on glycolysis and cholesterol biosynthesis gene expression. The subgroups including the glycolytic genotyping expression (glycolytic and mixed types) showed a higher mortality rate. The glycolytic, cholesterogenic, and mixed types were positively correlated with M0 macrophage, resting mast cell, and naïve B-cell infiltration (P = .013, P = .019, and P = .006, respectively). In TCGA database, high CD8(+) T cell and low M0 macrophage infiltration were associated with prolonged overall survival (OS, P = .0017 and P < .0001, respectively). Furthermore, in glycolytic and mixed types, patients with high M0 macrophage infiltration had a shorter OS (P = .03 and P = .013, respectively), and in quiescent type, patients with low naïve B-cell infiltration had a longer OS (P = .007). CONCLUSIONS: Tumor metabolism plays a prognostic role and correlates with immune cell infiltration in HCC. M0 macrophage and CD8(+) T cell appear to be promising prognostic biomarker for HCC. Finally, M0 macrophages may represent a useful immunotherapeutic target in patients with HCC. Oxford University Press 2023-05-09 /pmc/articles/PMC10628596/ /pubmed/37159555 http://dx.doi.org/10.1093/oncolo/oyad113 Text en © The Author(s) 2023. Published by Oxford University Press. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (https://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com.
spellingShingle Hepatobiliary
Wei, Xiaolin
Michelakos, Theodoros
He, Qian
Wang, Xianxing
Chen, Yu
Kontos, Filippos
Wang, Huaizhi
Liu, Xiangde
Liu, Hui
Zheng, Wenjing
Ferrone, Soldano
Zhang, Yun
Ferrone, Cristina R
Li, Xiaowu
Cai, Lei
Association of Tumor Cell Metabolic Subtype and Immune Response With the Clinical Course of Hepatocellular Carcinoma
title Association of Tumor Cell Metabolic Subtype and Immune Response With the Clinical Course of Hepatocellular Carcinoma
title_full Association of Tumor Cell Metabolic Subtype and Immune Response With the Clinical Course of Hepatocellular Carcinoma
title_fullStr Association of Tumor Cell Metabolic Subtype and Immune Response With the Clinical Course of Hepatocellular Carcinoma
title_full_unstemmed Association of Tumor Cell Metabolic Subtype and Immune Response With the Clinical Course of Hepatocellular Carcinoma
title_short Association of Tumor Cell Metabolic Subtype and Immune Response With the Clinical Course of Hepatocellular Carcinoma
title_sort association of tumor cell metabolic subtype and immune response with the clinical course of hepatocellular carcinoma
topic Hepatobiliary
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10628596/
https://www.ncbi.nlm.nih.gov/pubmed/37159555
http://dx.doi.org/10.1093/oncolo/oyad113
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