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Exploring the prognostic value of HK3 and its association with immune infiltration in glioblastoma multiforme

Background: Hexokinase 3 (HK3) is one of the key enzymes involved in glucose phosphorylation (the first step in most glucose metabolic pathways). Many studies have demonstrated the vital role of dysregulation of HK3 in several tumors. However, there is a need for in-depth characterization of the rol...

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Autores principales: Yang, Yuling, Fu, Xing, Liu, Runsha, Yan, Lijuan, Yang, Yiping
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9877303/
https://www.ncbi.nlm.nih.gov/pubmed/36712881
http://dx.doi.org/10.3389/fgene.2022.1033572
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author Yang, Yuling
Fu, Xing
Liu, Runsha
Yan, Lijuan
Yang, Yiping
author_facet Yang, Yuling
Fu, Xing
Liu, Runsha
Yan, Lijuan
Yang, Yiping
author_sort Yang, Yuling
collection PubMed
description Background: Hexokinase 3 (HK3) is one of the key enzymes involved in glucose phosphorylation (the first step in most glucose metabolic pathways). Many studies have demonstrated the vital role of dysregulation of HK3 in several tumors. However, there is a need for in-depth characterization of the role of HK3 in glioblastoma multiforme (GBM). Methods: All data were sourced from The Cancer Genome Atlas (TCGA) and Chinese Glioma Genome Atlas (CGGA). Kaplan-Meier analysis and univariate regression were applied for survival analysis. Gene set enrichment analysis (GSEA) was used for enrichment analysis. Tumor Immune Single Cell Hub (TISCH) database was applied for single-cell analysis. Tumor Immune Dysfunction and Exclusion (TIDE) analysis was applied to evaluate the immune response. Results: HK3 expression was upregulated in GBM and correlated with poor prognosis. The high HK3 expression group was primarily enriched in adaptive immune response, chemokine signaling pathway, and cytokine-cytokine receptor interaction. The high HK3 expression group showed significantly greater enrichment of the majority of immune cells and immune-related pathways. HK3 showed significant correlation with most immune cells, especially macrophages (p < .001, R = .81). TISCH analysis showed that HK3 was predominantly expressed in macrophages in most cancers. HK3 showed significant correlation with most immune-related genes, such as PD-1 (p < .001, R = .41), PDL-1 (p < .001, R = .27), and CTLA-4 (p < .001, R = .29). TIDE analysis revealed that the low HK3 expression group has a lower TIDE score and may benefit from immunotherapy. Drug sensitivity analysis showed that patients with high HK3 expression frequently showed drug resistance. Conclusion: HK3 was associated with poor prognosis and may serve as a biomarker of macrophages in GBM. HK3 was also associated with immune response and drug resistance. Our findings may provide novel insights for GBM immunotherapy.
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spelling pubmed-98773032023-01-27 Exploring the prognostic value of HK3 and its association with immune infiltration in glioblastoma multiforme Yang, Yuling Fu, Xing Liu, Runsha Yan, Lijuan Yang, Yiping Front Genet Genetics Background: Hexokinase 3 (HK3) is one of the key enzymes involved in glucose phosphorylation (the first step in most glucose metabolic pathways). Many studies have demonstrated the vital role of dysregulation of HK3 in several tumors. However, there is a need for in-depth characterization of the role of HK3 in glioblastoma multiforme (GBM). Methods: All data were sourced from The Cancer Genome Atlas (TCGA) and Chinese Glioma Genome Atlas (CGGA). Kaplan-Meier analysis and univariate regression were applied for survival analysis. Gene set enrichment analysis (GSEA) was used for enrichment analysis. Tumor Immune Single Cell Hub (TISCH) database was applied for single-cell analysis. Tumor Immune Dysfunction and Exclusion (TIDE) analysis was applied to evaluate the immune response. Results: HK3 expression was upregulated in GBM and correlated with poor prognosis. The high HK3 expression group was primarily enriched in adaptive immune response, chemokine signaling pathway, and cytokine-cytokine receptor interaction. The high HK3 expression group showed significantly greater enrichment of the majority of immune cells and immune-related pathways. HK3 showed significant correlation with most immune cells, especially macrophages (p < .001, R = .81). TISCH analysis showed that HK3 was predominantly expressed in macrophages in most cancers. HK3 showed significant correlation with most immune-related genes, such as PD-1 (p < .001, R = .41), PDL-1 (p < .001, R = .27), and CTLA-4 (p < .001, R = .29). TIDE analysis revealed that the low HK3 expression group has a lower TIDE score and may benefit from immunotherapy. Drug sensitivity analysis showed that patients with high HK3 expression frequently showed drug resistance. Conclusion: HK3 was associated with poor prognosis and may serve as a biomarker of macrophages in GBM. HK3 was also associated with immune response and drug resistance. Our findings may provide novel insights for GBM immunotherapy. Frontiers Media S.A. 2023-01-12 /pmc/articles/PMC9877303/ /pubmed/36712881 http://dx.doi.org/10.3389/fgene.2022.1033572 Text en Copyright © 2023 Yang, Fu, Liu, Yan and Yang. https://creativecommons.org/licenses/by/4.0/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) and the copyright owner(s) 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.
spellingShingle Genetics
Yang, Yuling
Fu, Xing
Liu, Runsha
Yan, Lijuan
Yang, Yiping
Exploring the prognostic value of HK3 and its association with immune infiltration in glioblastoma multiforme
title Exploring the prognostic value of HK3 and its association with immune infiltration in glioblastoma multiforme
title_full Exploring the prognostic value of HK3 and its association with immune infiltration in glioblastoma multiforme
title_fullStr Exploring the prognostic value of HK3 and its association with immune infiltration in glioblastoma multiforme
title_full_unstemmed Exploring the prognostic value of HK3 and its association with immune infiltration in glioblastoma multiforme
title_short Exploring the prognostic value of HK3 and its association with immune infiltration in glioblastoma multiforme
title_sort exploring the prognostic value of hk3 and its association with immune infiltration in glioblastoma multiforme
topic Genetics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9877303/
https://www.ncbi.nlm.nih.gov/pubmed/36712881
http://dx.doi.org/10.3389/fgene.2022.1033572
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