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Phosphogluconate dehydrogenase is a predictive biomarker for immunotherapy in hepatocellular carcinoma
BACKGROUND: Phosphogluconate dehydrogenase (PGD) is involved in the regulation of various tumors. However, its role in hepatocellular carcinoma (HCC) is poorly understood. This study tried to determine the prognostic efficacy of PGD and its value for immunotherapy in HCC. METHODS: The data from the...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9632284/ https://www.ncbi.nlm.nih.gov/pubmed/36338768 http://dx.doi.org/10.3389/fonc.2022.993503 |
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author | Liu, Tiantian Qi, Jianni Wu, Hao Wang, Le Zhu, Lihui Qin, Chengyong Zhang, Jiao Zhu, Qiang |
author_facet | Liu, Tiantian Qi, Jianni Wu, Hao Wang, Le Zhu, Lihui Qin, Chengyong Zhang, Jiao Zhu, Qiang |
author_sort | Liu, Tiantian |
collection | PubMed |
description | BACKGROUND: Phosphogluconate dehydrogenase (PGD) is involved in the regulation of various tumors. However, its role in hepatocellular carcinoma (HCC) is poorly understood. This study tried to determine the prognostic efficacy of PGD and its value for immunotherapy in HCC. METHODS: The data from the TCGA database was used to explore the predictive power of PGD expression and methylation on the overall survival (OS) of HCC through Cox regression and the Kaplan-Meier analysis. Then, we used the GEO and ICGC database to further verify the predictive power. Finally, the relationship between PGD and immune cells and the relationship between PGD and the efficacy of immunotherapy were explored through bioinformatics analysis in HCC. RESULTS: PGD is highly expressed in HCC tissues, which is negatively regulated by PGD methylation. Low PGD expression and PGD hypermethylation predict better OS in HCC patients. Besides, a meta-analysis based on the TCGA, GSE14520, and ICGC databases further confirms that low PGD expression is closely related to favorable OS. Then, we find significant differences of immune cell infiltrations between high and low PGD expression groups. Expressions of immune checkpoints, most HLA members and tumor mutation burden (TMB) are higher in the high PGD expression group, which indicates beneficial efficacy of immunotherapy in this group. And the potential mechanisms of PGD are exhibited. CONCLUSION: PGD is an independent prognostic factor of HCC patients and plays an important role in immune cell infiltration and immunotherapy, which indicates that PGD can be used as a predictive biomarker for HCC immunotherapy. |
format | Online Article Text |
id | pubmed-9632284 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-96322842022-11-04 Phosphogluconate dehydrogenase is a predictive biomarker for immunotherapy in hepatocellular carcinoma Liu, Tiantian Qi, Jianni Wu, Hao Wang, Le Zhu, Lihui Qin, Chengyong Zhang, Jiao Zhu, Qiang Front Oncol Oncology BACKGROUND: Phosphogluconate dehydrogenase (PGD) is involved in the regulation of various tumors. However, its role in hepatocellular carcinoma (HCC) is poorly understood. This study tried to determine the prognostic efficacy of PGD and its value for immunotherapy in HCC. METHODS: The data from the TCGA database was used to explore the predictive power of PGD expression and methylation on the overall survival (OS) of HCC through Cox regression and the Kaplan-Meier analysis. Then, we used the GEO and ICGC database to further verify the predictive power. Finally, the relationship between PGD and immune cells and the relationship between PGD and the efficacy of immunotherapy were explored through bioinformatics analysis in HCC. RESULTS: PGD is highly expressed in HCC tissues, which is negatively regulated by PGD methylation. Low PGD expression and PGD hypermethylation predict better OS in HCC patients. Besides, a meta-analysis based on the TCGA, GSE14520, and ICGC databases further confirms that low PGD expression is closely related to favorable OS. Then, we find significant differences of immune cell infiltrations between high and low PGD expression groups. Expressions of immune checkpoints, most HLA members and tumor mutation burden (TMB) are higher in the high PGD expression group, which indicates beneficial efficacy of immunotherapy in this group. And the potential mechanisms of PGD are exhibited. CONCLUSION: PGD is an independent prognostic factor of HCC patients and plays an important role in immune cell infiltration and immunotherapy, which indicates that PGD can be used as a predictive biomarker for HCC immunotherapy. Frontiers Media S.A. 2022-10-20 /pmc/articles/PMC9632284/ /pubmed/36338768 http://dx.doi.org/10.3389/fonc.2022.993503 Text en Copyright © 2022 Liu, Qi, Wu, Wang, Zhu, Qin, Zhang and Zhu 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 | Oncology Liu, Tiantian Qi, Jianni Wu, Hao Wang, Le Zhu, Lihui Qin, Chengyong Zhang, Jiao Zhu, Qiang Phosphogluconate dehydrogenase is a predictive biomarker for immunotherapy in hepatocellular carcinoma |
title | Phosphogluconate dehydrogenase is a predictive biomarker for immunotherapy in hepatocellular carcinoma |
title_full | Phosphogluconate dehydrogenase is a predictive biomarker for immunotherapy in hepatocellular carcinoma |
title_fullStr | Phosphogluconate dehydrogenase is a predictive biomarker for immunotherapy in hepatocellular carcinoma |
title_full_unstemmed | Phosphogluconate dehydrogenase is a predictive biomarker for immunotherapy in hepatocellular carcinoma |
title_short | Phosphogluconate dehydrogenase is a predictive biomarker for immunotherapy in hepatocellular carcinoma |
title_sort | phosphogluconate dehydrogenase is a predictive biomarker for immunotherapy in hepatocellular carcinoma |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9632284/ https://www.ncbi.nlm.nih.gov/pubmed/36338768 http://dx.doi.org/10.3389/fonc.2022.993503 |
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