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

被引:5
作者
Zhi, Wenqian [1 ]
Wang, Ye [1 ]
Jiang, Chenyu [1 ]
Gong, Yuqin [1 ]
Chen, Qiuyan [1 ]
Mao, Xiang [2 ]
Deng, Wensheng [1 ]
Zhao, Shasha [1 ]
机构
[1] Wuhan Univ Sci & Technol, Coll Life Sci & Hlth, Wuhan, Hubei, Peoples R China
[2] Wuhan Ctr Dis Prevent & Control, Wuhan, Hubei, Peoples R China
来源
FRONTIERS IN IMMUNOLOGY | 2023年 / 14卷
关键词
lower-grade glioma; PLEKHA4; tumor microenvironment; prognosis; therapy; IMMUNE; DIFFERENTIATION; IDENTIFICATION; GLIOBLASTOMA; INFILTRATION; EXPRESSION; CHEMOKINES; MICROGLIA; CANCER;
D O I
10.3389/fimmu.2023.1128244
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
BackgroundLower-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.MethodsMultiple 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.ResultsPLEKHA4 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.ConclusionPLEKHA4 plays a pivotal role in reshaping the TME of LGG patients, and may serve as a potential predictor for LGG prognosis and therapy.
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页数:26
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  • [61] Crosstalk between Tumor-Infiltrating Immune Cells and Cancer-Associated Fibroblasts in Tumor Growth and Immunosuppression of Breast Cancer
    Soongsathitanon, Jarupa
    Jamjuntra, Pranisa
    Sumransub, Nuttavut
    Yangngam, Supaporn
    De la Fuente, Marjorie
    Landskron, Glauben
    Thuwajit, Peti
    Hermoso, Marcela A.
    Thuwajit, Chanitra
    [J]. JOURNAL OF IMMUNOLOGY RESEARCH, 2021, 2021
  • [62] The STRING database in 2021: customizable protein-protein networks, and functional characterization of user-uploaded gene/measurement sets
    Szklarczyk, Damian
    Gable, Annika L.
    Nastou, Katerina C.
    Lyon, David
    Kirsch, Rebecca
    Pyysalo, Sampo
    Doncheva, Nadezhda T.
    Legeay, Marc
    Fang, Tao
    Bork, Peer
    Jensen, Lars J.
    von Mering, Christian
    [J]. NUCLEIC ACIDS RESEARCH, 2021, 49 (D1) : D605 - D612
  • [63] Tumor Microenvironment in Glioma Invasion
    Tamai, Sho
    Ichinose, Toshiya
    Tsutsui, Taishi
    Tanaka, Shingo
    Garaeva, Farida
    Sabit, Hemragul
    Nakada, Mitsutoshi
    [J]. BRAIN SCIENCES, 2022, 12 (04)
  • [64] Six Immune Associated Genes Construct Prognostic Model Evaluate Low-Grade Glioma
    Tan, Yin Qiu
    Li, Yun Tao
    Yan, Teng Feng
    Xu, Yang
    Liu, Bao Hui
    Yang, Ji An
    Yang, Xue
    Chen, Qian Xue
    Zhang, Hong Bo
    [J]. FRONTIERS IN IMMUNOLOGY, 2020, 11
  • [65] Advances in Chemokine Signaling Pathways as Therapeutic Targets in Glioblastoma
    Urbantat, Ruth M.
    Vajkoczy, Peter
    Brandenburg, Susan
    [J]. CANCERS, 2021, 13 (12)
  • [66] Toil enables reproducible, open source, big biomedical data analyses
    Vivian, John
    Rao, Arjun Arkal
    Nothaft, Frank Austin
    Ketchum, Christopher
    Armstrong, Joel
    Novak, Adam
    Pfeil, Jacob
    Narkizian, Jake
    Deran, Alden D.
    Musselman-Brown, Audrey
    Schmidt, Hannes
    Amstutz, Peter
    Craft, Brian
    Goldman, Mary
    Rosenbloom, Kate
    Cline, Melissa
    O'Connor, Brian
    Hanna, Megan
    Birger, Chet
    Kent, W. James
    Patterson, David A.
    Joseph, Anthony D.
    Zhu, Jingchun
    Zaranek, Sasha
    Getz, Gad
    Haussler, David
    Paten, Benedict
    [J]. NATURE BIOTECHNOLOGY, 2017, 35 (04) : 314 - 316
  • [67] GOplot: an R package for visually combining expression data with functional analysis
    Walter, Wencke
    Sanchez-Cabo, Fatima
    Ricote, Mercedes
    [J]. BIOINFORMATICS, 2015, 31 (17) : 2912 - 2914
  • [68] The Impact of the Tumor Microenvironment on Macrophage Polarization in Cancer Metastatic Progression
    Wang, Huogang
    Yung, Mingo M. H.
    Ngan, Hextan Y. S.
    Chan, Karen K. L.
    Chan, David W.
    [J]. INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2021, 22 (12)
  • [69] Identifies microtubule-binding protein CSPP1 as a novel cancer biomarker associated with ferroptosis and tumor microenvironment
    Wang, Wenwen
    Zhang, Jingjing
    Wang, Yuqing
    Xu, Yasi
    Zhang, Shirong
    [J]. COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL, 2022, 20 : 3322 - 3335
  • [70] Immune biology of glioma-associated macrophages and microglia: functional and therapeutic implications
    Wei, Jun
    Chen, Peiwen
    Gupta, Pravesh
    Ott, Martina
    Zamler, Daniel
    Kassab, Cynthia
    Bhat, Krishna P.
    Curran, Michael A.
    de Groot, John F.
    Heimberger, Amy B.
    [J]. NEURO-ONCOLOGY, 2020, 22 (02) : 180 - 194