Cargando…

PLEKHA4 is a novel prognostic biomarker that reshapes the tumor microenvironment in lower-grade glioma

BACKGROUND: Lower-grade glioma (LGG) is a primary intracranial tumor that carry a high risk of malignant transformation and limited therapeutic options. Emerging evidence indicates that the tumor microenvironment (TME) is a superior predictor for tumor progression and therapy response. PLEKHA4 has b...

Descripción completa

Detalles Bibliográficos
Autores principales: Zhi, Wenqian, Wang, Ye, Jiang, Chenyu, Gong, Yuqin, Chen, Qiuyan, Mao, Xiang, Deng, Wensheng, Zhao, Shasha
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10560889/
https://www.ncbi.nlm.nih.gov/pubmed/37818357
http://dx.doi.org/10.3389/fimmu.2023.1128244
_version_ 1785117819768143872
author Zhi, Wenqian
Wang, Ye
Jiang, Chenyu
Gong, Yuqin
Chen, Qiuyan
Mao, Xiang
Deng, Wensheng
Zhao, Shasha
author_facet Zhi, Wenqian
Wang, Ye
Jiang, Chenyu
Gong, Yuqin
Chen, Qiuyan
Mao, Xiang
Deng, Wensheng
Zhao, Shasha
author_sort Zhi, Wenqian
collection PubMed
description BACKGROUND: Lower-grade glioma (LGG) is a primary intracranial tumor that carry a high risk of malignant transformation and limited therapeutic options. Emerging evidence indicates that the tumor microenvironment (TME) is a superior predictor for tumor progression and therapy response. PLEKHA4 has been demonstrated to be a biomarker for LGG that correlate with immune infiltration. However, the fundamental mechanism by which PLEKHA4 contributes to LGG is still poorly understood. METHODS: Multiple bioinformatic tools, including Tumor Immune Estimation Resource (TIMER), Gene Expression Profiling Interactive Analysis (GEPIA2), Shiny Methylation Analysis Resource Tool (SMART), etc., were incorporated to analyze the PLEKHA4. ESTIMATE, ssGSEA, CIBERSORT, TIDE and CellMiner algorithms were employed to determine the association of PLEKHA4 with TME, immunotherapy response and drug sensitivities. Immunohistochemistry (IHC)-based tissue microarrays and M2 macrophage infiltration assay were conducted to verify their associations. RESULTS: PLEKHA4 expression was found to be dramatically upregulated and strongly associated with unfavorable overall survival (OS) and disease-specific survival (DSS) in LGG patients, as well as their poor clinicopathological characteristics. Cox regression analysis identified that PLEKHA4 was an independent prognostic factor. Methylation analysis revealed that DNA methylation correlates with PLEKHA4 expression and indicates a better outcome in LGG. Moreover, PLEKHA4 was remarkably correlated with immune responses and TME remodeling, as evidenced by its positive correlation with particular immune marker subsets and the putative infiltration of immune cells. Surprisingly, the proportion of M2 macrophages in TME was strikingly higher than others, inferring that PLEKHA4 may regulate the infiltration and polarization of M2 macrophages. Evidence provided by IHC-based tissue microarrays and M2 macrophage infiltration assay further validated our findings. Moreover, PLEKHA4 expression was found to be significantly correlated with chemokines, interleukins, and their receptors, further supporting the critical role of PLEKHA4 in reshaping the TME. Additionally, we found that PLEKHA4 expression was closely associated with drug sensitivities and immunotherapy responses, indicating that PLEKHA4 expression also had potential clinical significance in guiding immunotherapy and chemotherapy in LGG. CONCLUSION: PLEKHA4 plays a pivotal role in reshaping the TME of LGG patients, and may serve as a potential predictor for LGG prognosis and therapy.
format Online
Article
Text
id pubmed-10560889
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-105608892023-10-10 PLEKHA4 is a novel prognostic biomarker that reshapes the tumor microenvironment in lower-grade glioma Zhi, Wenqian Wang, Ye Jiang, Chenyu Gong, Yuqin Chen, Qiuyan Mao, Xiang Deng, Wensheng Zhao, Shasha Front Immunol Immunology BACKGROUND: Lower-grade glioma (LGG) is a primary intracranial tumor that carry a high risk of malignant transformation and limited therapeutic options. Emerging evidence indicates that the tumor microenvironment (TME) is a superior predictor for tumor progression and therapy response. PLEKHA4 has been demonstrated to be a biomarker for LGG that correlate with immune infiltration. However, the fundamental mechanism by which PLEKHA4 contributes to LGG is still poorly understood. METHODS: Multiple bioinformatic tools, including Tumor Immune Estimation Resource (TIMER), Gene Expression Profiling Interactive Analysis (GEPIA2), Shiny Methylation Analysis Resource Tool (SMART), etc., were incorporated to analyze the PLEKHA4. ESTIMATE, ssGSEA, CIBERSORT, TIDE and CellMiner algorithms were employed to determine the association of PLEKHA4 with TME, immunotherapy response and drug sensitivities. Immunohistochemistry (IHC)-based tissue microarrays and M2 macrophage infiltration assay were conducted to verify their associations. RESULTS: PLEKHA4 expression was found to be dramatically upregulated and strongly associated with unfavorable overall survival (OS) and disease-specific survival (DSS) in LGG patients, as well as their poor clinicopathological characteristics. Cox regression analysis identified that PLEKHA4 was an independent prognostic factor. Methylation analysis revealed that DNA methylation correlates with PLEKHA4 expression and indicates a better outcome in LGG. Moreover, PLEKHA4 was remarkably correlated with immune responses and TME remodeling, as evidenced by its positive correlation with particular immune marker subsets and the putative infiltration of immune cells. Surprisingly, the proportion of M2 macrophages in TME was strikingly higher than others, inferring that PLEKHA4 may regulate the infiltration and polarization of M2 macrophages. Evidence provided by IHC-based tissue microarrays and M2 macrophage infiltration assay further validated our findings. Moreover, PLEKHA4 expression was found to be significantly correlated with chemokines, interleukins, and their receptors, further supporting the critical role of PLEKHA4 in reshaping the TME. Additionally, we found that PLEKHA4 expression was closely associated with drug sensitivities and immunotherapy responses, indicating that PLEKHA4 expression also had potential clinical significance in guiding immunotherapy and chemotherapy in LGG. CONCLUSION: PLEKHA4 plays a pivotal role in reshaping the TME of LGG patients, and may serve as a potential predictor for LGG prognosis and therapy. Frontiers Media S.A. 2023-09-25 /pmc/articles/PMC10560889/ /pubmed/37818357 http://dx.doi.org/10.3389/fimmu.2023.1128244 Text en Copyright © 2023 Zhi, Wang, Jiang, Gong, Chen, Mao, Deng and Zhao 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 Immunology
Zhi, Wenqian
Wang, Ye
Jiang, Chenyu
Gong, Yuqin
Chen, Qiuyan
Mao, Xiang
Deng, Wensheng
Zhao, Shasha
PLEKHA4 is a novel prognostic biomarker that reshapes the tumor microenvironment in lower-grade glioma
title PLEKHA4 is a novel prognostic biomarker that reshapes the tumor microenvironment in lower-grade glioma
title_full PLEKHA4 is a novel prognostic biomarker that reshapes the tumor microenvironment in lower-grade glioma
title_fullStr PLEKHA4 is a novel prognostic biomarker that reshapes the tumor microenvironment in lower-grade glioma
title_full_unstemmed PLEKHA4 is a novel prognostic biomarker that reshapes the tumor microenvironment in lower-grade glioma
title_short PLEKHA4 is a novel prognostic biomarker that reshapes the tumor microenvironment in lower-grade glioma
title_sort plekha4 is a novel prognostic biomarker that reshapes the tumor microenvironment in lower-grade glioma
topic Immunology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10560889/
https://www.ncbi.nlm.nih.gov/pubmed/37818357
http://dx.doi.org/10.3389/fimmu.2023.1128244
work_keys_str_mv AT zhiwenqian plekha4isanovelprognosticbiomarkerthatreshapesthetumormicroenvironmentinlowergradeglioma
AT wangye plekha4isanovelprognosticbiomarkerthatreshapesthetumormicroenvironmentinlowergradeglioma
AT jiangchenyu plekha4isanovelprognosticbiomarkerthatreshapesthetumormicroenvironmentinlowergradeglioma
AT gongyuqin plekha4isanovelprognosticbiomarkerthatreshapesthetumormicroenvironmentinlowergradeglioma
AT chenqiuyan plekha4isanovelprognosticbiomarkerthatreshapesthetumormicroenvironmentinlowergradeglioma
AT maoxiang plekha4isanovelprognosticbiomarkerthatreshapesthetumormicroenvironmentinlowergradeglioma
AT dengwensheng plekha4isanovelprognosticbiomarkerthatreshapesthetumormicroenvironmentinlowergradeglioma
AT zhaoshasha plekha4isanovelprognosticbiomarkerthatreshapesthetumormicroenvironmentinlowergradeglioma