Study on MKNK2 as a potential prognostic and immunological biomarker in pan-cancer.

IF 3.3 4区 医学 Q1 Medicine
Y-M Zhang, J-K Fan, X-Y Wang, J Liu, T Li, X-S Wang, X-J Yang
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Abstract

Objective: This study aimed to investigate the expression levels of the MKNK2 gene in pan-cancer, its prognostic significance, and its relationship with the tumor immune microenvironment, as well as to assess its potential as an immunological and prognostic biomarker.

Materials and methods: The research utilized data from The Cancer Genome Atlas (TCGA), Genotype-Tissue Expression (GTEx), and Cancer Cell Line Encyclopedia (CCLE), including clinical and mutational information. Bioinformatic tools were employed to analyze the association of MKNK2 with carcinogenesis, including its links to prognosis, immune cell infiltration, tumor immune microenvironment, gene mutation, and the stemness of various tumor cells. A variety of statistical software and analytical tools were applied, including R software, SPSS 27.0, TIMER, CIBERSORT algorithm, and EPIC algorithm.

Results: The study found that MKNK2 is abnormally expressed in pan-cancer and is associated with a poor prognosis. The levels of MKNK2 are highly related to immune cell infiltration and tumor stemness. Notably, in liver hepatocellular carcinoma, glioblastoma multiforme, low-grade gliomas, and acute myeloid leukemia, MKNK2 expression shows a strong correlation with clinical outcomes and immune infiltration. Furthermore, the expression of MKNK2 shows significant correlations with immune cell infiltration, immune checkpoints, tumor mutational burden (TMB), microsatellite instability (MSI), and stemness scores across various cancers.

Conclusions: The abnormal expression of MKNK2 is associated with tumor progression, immune checkpoint genes, immune cell infiltration, microsatellite instability (MSI), tumor mutational burden (TMB), and stemness in a variety of tumors, especially in glioblastoma multiforme low-grade gliomas (GBMLGG). Therefore, MKNK2 may serve as a potent prognostic physiological marker and provide new avenues for the development of tumor mechanisms and therapeutic strategies targeting MKNK2 to enhance the efficacy of immunotherapy.

MKNK2作为泛癌潜在预后和免疫生物标志物的研究。
目的:本研究旨在探讨MKNK2基因在泛癌中的表达水平、预后意义及其与肿瘤免疫微环境的关系,并评估其作为一种免疫学和预后生物标志物的潜力。材料和方法:研究利用了来自癌症基因组图谱(TCGA)、基因型-组织表达(GTEx)和癌症细胞系百科全书(CCLE)的数据,包括临床和突变信息。利用生物信息学工具分析MKNK2与肿瘤发生的关系,包括其与预后、免疫细胞浸润、肿瘤免疫微环境、基因突变和各种肿瘤细胞的干性的关系。使用多种统计软件和分析工具,包括R软件、SPSS 27.0、TIMER、CIBERSORT算法、EPIC算法。结果:本研究发现,MKNK2在泛癌中异常表达,且与不良预后相关。MKNK2水平与免疫细胞浸润和肿瘤干性高度相关。值得注意的是,在肝细胞癌、多形性胶质母细胞瘤、低级别胶质瘤和急性髓系白血病中,MKNK2的表达与临床结果和免疫浸润有很强的相关性。此外,MKNK2的表达与免疫细胞浸润、免疫检查点、肿瘤突变负担(TMB)、微卫星不稳定性(MSI)和各种癌症的干性评分有显著相关性。结论:MKNK2的异常表达与多种肿瘤的肿瘤进展、免疫检查点基因、免疫细胞浸润、微卫星不稳定性(MSI)、肿瘤突变负担(TMB)和干性有关,尤其是在胶质母细胞瘤多形性低级别胶质瘤(GBMLGG)中。因此,MKNK2可能作为一种有效的预后生理标志物,为开发针对MKNK2的肿瘤机制和治疗策略提供新的途径,以提高免疫治疗的疗效。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
5.30
自引率
6.10%
发文量
906
审稿时长
2-4 weeks
期刊介绍: European Review for Medical and Pharmacological Sciences, a fortnightly journal, acts as an information exchange tool on several aspects of medical and pharmacological sciences. It publishes reviews, original articles, and results from original research. The purposes of the Journal are to encourage interdisciplinary discussions and to contribute to the advancement of medicine. European Review for Medical and Pharmacological Sciences includes: -Editorials- Reviews- Original articles- Trials- Brief communications- Case reports (only if of particular interest and accompanied by a short review)
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