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The expression of Hexokinase 2 and its hub genes are correlated with the prognosis in glioma
BACKGROUND: Hexokinase 2 (HK2) is an enzyme that catalyses the conversion of glucose to glucose-6-phosphate, which has been found to be associated with malignant tumour growth. However, the potential immunological and clinical significance of HK2, especially in terms of prognostic prediction for pat...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9386956/ https://www.ncbi.nlm.nih.gov/pubmed/35982398 http://dx.doi.org/10.1186/s12885-022-10001-y |
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author | Huang, Yishan Ouyang, Fan Yang, Fengxia Zhang, Ning Zhao, Weijiang Xu, Hongwu Yang, Xiaojun |
author_facet | Huang, Yishan Ouyang, Fan Yang, Fengxia Zhang, Ning Zhao, Weijiang Xu, Hongwu Yang, Xiaojun |
author_sort | Huang, Yishan |
collection | PubMed |
description | BACKGROUND: Hexokinase 2 (HK2) is an enzyme that catalyses the conversion of glucose to glucose-6-phosphate, which has been found to be associated with malignant tumour growth. However, the potential immunological and clinical significance of HK2, especially in terms of prognostic prediction for patients with glioma, has not been fully elucidated. METHODS: To investigate the expression, immunological and clinical significance of HK2 in patients with glioma, several databases, including ONCOMINE, TIMER2.0, GEPIA, CGGA, UCSC, LinkedOmics, Metascape, STRING, GSCA, and TISIDB, as well as biochemical, cellular, and pathological analyses, were used in this study. In addition, we performed univariate, multivariate Cox regression and nomogram analyses of the hub genes positively and negatively correlated with HK2 to explore the potential regulatory mechanism in the initiation and development of glioma. RESULTS: Our results demonstrated that HK2 was highly expressed in most malignant cancers. HK2 expression was significantly higher in lower grade glioma (LGG) and glioblastoma (GBM) than in adjacent normal tissue. In addition, HK2 expression was significantly correlated with clinical parameters, histological manifestations, and prognosis in glioma patients. Specifically, the data from The Cancer Genome Atlas downloaded from UCSC Xena database analysis showed that high expression of HK2 was strongly associated with poor prognosis in glioma patients. The LinkedOmics database indicated that HK2-related genes were mainly enriched in immune-related cells. In LGG and GBM tissues, HK2 expression is usually correlated with recognized immune checkpoints and the abundance of multiple immune infiltrates. Similarly, the Metascape database revealed that HK2-related genes were mainly enriched and annotated in immune-related pathways and immune cells. Further investigations also confirmed that the inhibition of HK2 expression remarkably suppressed metastasis and vasculogenic mimicry (VM) formation in glioma cells through regulating the gene expression of inflammatory and immune modulators. CONCLUSION: HK2 expression was closely associated with the malignant properties of glioma through activating multiple immune-related signalling pathways to regulate immune responses and the infiltration of immune cells. Thus, HK2 and its hub genes may be a potential target for the treatment of glioma. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12885-022-10001-y. |
format | Online Article Text |
id | pubmed-9386956 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-93869562022-08-19 The expression of Hexokinase 2 and its hub genes are correlated with the prognosis in glioma Huang, Yishan Ouyang, Fan Yang, Fengxia Zhang, Ning Zhao, Weijiang Xu, Hongwu Yang, Xiaojun BMC Cancer Research BACKGROUND: Hexokinase 2 (HK2) is an enzyme that catalyses the conversion of glucose to glucose-6-phosphate, which has been found to be associated with malignant tumour growth. However, the potential immunological and clinical significance of HK2, especially in terms of prognostic prediction for patients with glioma, has not been fully elucidated. METHODS: To investigate the expression, immunological and clinical significance of HK2 in patients with glioma, several databases, including ONCOMINE, TIMER2.0, GEPIA, CGGA, UCSC, LinkedOmics, Metascape, STRING, GSCA, and TISIDB, as well as biochemical, cellular, and pathological analyses, were used in this study. In addition, we performed univariate, multivariate Cox regression and nomogram analyses of the hub genes positively and negatively correlated with HK2 to explore the potential regulatory mechanism in the initiation and development of glioma. RESULTS: Our results demonstrated that HK2 was highly expressed in most malignant cancers. HK2 expression was significantly higher in lower grade glioma (LGG) and glioblastoma (GBM) than in adjacent normal tissue. In addition, HK2 expression was significantly correlated with clinical parameters, histological manifestations, and prognosis in glioma patients. Specifically, the data from The Cancer Genome Atlas downloaded from UCSC Xena database analysis showed that high expression of HK2 was strongly associated with poor prognosis in glioma patients. The LinkedOmics database indicated that HK2-related genes were mainly enriched in immune-related cells. In LGG and GBM tissues, HK2 expression is usually correlated with recognized immune checkpoints and the abundance of multiple immune infiltrates. Similarly, the Metascape database revealed that HK2-related genes were mainly enriched and annotated in immune-related pathways and immune cells. Further investigations also confirmed that the inhibition of HK2 expression remarkably suppressed metastasis and vasculogenic mimicry (VM) formation in glioma cells through regulating the gene expression of inflammatory and immune modulators. CONCLUSION: HK2 expression was closely associated with the malignant properties of glioma through activating multiple immune-related signalling pathways to regulate immune responses and the infiltration of immune cells. Thus, HK2 and its hub genes may be a potential target for the treatment of glioma. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12885-022-10001-y. BioMed Central 2022-08-18 /pmc/articles/PMC9386956/ /pubmed/35982398 http://dx.doi.org/10.1186/s12885-022-10001-y Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Huang, Yishan Ouyang, Fan Yang, Fengxia Zhang, Ning Zhao, Weijiang Xu, Hongwu Yang, Xiaojun The expression of Hexokinase 2 and its hub genes are correlated with the prognosis in glioma |
title | The expression of Hexokinase 2 and its hub genes are correlated with the prognosis in glioma |
title_full | The expression of Hexokinase 2 and its hub genes are correlated with the prognosis in glioma |
title_fullStr | The expression of Hexokinase 2 and its hub genes are correlated with the prognosis in glioma |
title_full_unstemmed | The expression of Hexokinase 2 and its hub genes are correlated with the prognosis in glioma |
title_short | The expression of Hexokinase 2 and its hub genes are correlated with the prognosis in glioma |
title_sort | expression of hexokinase 2 and its hub genes are correlated with the prognosis in glioma |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9386956/ https://www.ncbi.nlm.nih.gov/pubmed/35982398 http://dx.doi.org/10.1186/s12885-022-10001-y |
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