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基于生物信息学和实验确定MEX3家族作为肝细胞癌的潜在生物标志物

Identification of the MEX3 family as potential biomarkers of hepatocellular carcinoma based on bioinformatics and experiments.

作者信息

Xian Jingrong, Jin Anli, Zhou Mi, Shao Wenqi, Zhu Jing, Pan Baishen, Wang Beili, Guo Wei, Yang Wenjing

机构信息

Department of Laboratory Medicine, Zhongshan Hospital, Fudan University, Shanghai, China.

Department of Laboratory Medicine, Wusong Branch, Zhongshan Hospital, Fudan University, Shanghai, China.

出版信息

Transl Cancer Res. 2025 May 30;14(5):2626-2647. doi: 10.21037/tcr-24-2095. Epub 2025 May 27.

Abstract

BACKGROUND

Members of the MEX3 RNA-binding protein family have been widely recognized as critical in the development and progression of cancer. However, the specific role of MEX3 in liver hepatocellular carcinoma (LIHC) remains largely unexplored. This study aims to exploring the potential functions and mechanisms of MEX3 family genes in LIHC.

METHODS

To address this gap, we performed a comprehensive bioinformatics analysis using various tools and databases, including the The Cancer Genome Atlas (TCGA) dataset, R software, Kaplan-Meier Plotter, cBioPortal, LinkedOmics, Metascape, TIMER, receiver operating characteristic (ROC) curve, and nomogram. Furthermore, the protein levels of MEX3 family were assessed by Western blot and the Human Protein Atlas.

RESULTS

Our analyses revealed that MEX3 family genes were significantly overexpressed in multiple types of tumor tissues, particularly in LIHC. Specifically, MEX3A was highly expressed in Asian populations, while MEX3B/C/D showed increased expression in tumors of higher grades and advanced clinical stages. High expression of MEX3A correlated with poor survival outcomes; MEX3C/D showed partial associations with poor survival, whereas MEX3B indicated a favorable trend. Mutations in the gene were frequently observed and were strongly associated with hypoxic conditions, increased incidence of adverse clinical symptoms, and a poorer prognosis. The enrichment analysis of co-expressed genes within the MEX3 family revealed involvement in cell cycle regulation, transcriptional control, and various oncogenic pathways. Additionally, correlations were observed between the expression levels of MEX3 family genes and key driver genes such as , , , , and . Furthermore, upregulation of MEX3 family gene expression was associated with increased T helper cells, Th2 cells, and other infiltrating immune lymphocytes. The ROC curve indicated that MEX3A had optimal predictive value for LIHC. Moreover, there were differences in the expression levels of MEX3 family genes and proteins, suggesting that post-translational modifications may play a crucial role in regulating their protein levels.

CONCLUSIONS

Our findings suggest that the MEX3 family is associated with the prognosis of hepatocellular carcinoma patients and contributes to disease progression by modulating the cell cycle and protein post-transcriptional modifications. Furthermore, this family is related to the tumor microenvironment, particularly in hypoxia and immune responses, which holds significant value for predicting liver cancer outcomes.

摘要

背景

MEX3 RNA结合蛋白家族成员已被广泛认为在癌症的发生和发展中起关键作用。然而,MEX3在肝细胞癌(LIHC)中的具体作用仍 largely未被探索。本研究旨在探讨MEX3家族基因在LIHC中的潜在功能和机制。

方法

为填补这一空白,我们使用了各种工具和数据库进行全面的生物信息学分析,包括癌症基因组图谱(TCGA)数据集、R软件、Kaplan-Meier Plotter、cBioPortal、LinkedOmics、Metascape、TIMER、受试者工作特征(ROC)曲线和列线图。此外,通过蛋白质印迹法和人类蛋白质图谱评估MEX3家族的蛋白质水平。

结果

我们的分析显示,MEX3家族基因在多种肿瘤组织中显著过表达,尤其是在LIHC中。具体而言,MEX3A在亚洲人群中高表达,而MEX3B/C/D在高级别和晚期临床阶段的肿瘤中表达增加。MEX3A的高表达与不良生存结果相关;MEX3C/D与不良生存有部分关联,而MEX3B显示出有利趋势。该基因的突变经常被观察到,并且与缺氧状况、不良临床症状发生率增加和预后较差密切相关。MEX3家族内共表达基因的富集分析显示其参与细胞周期调控、转录控制和各种致癌途径。此外,观察到MEX3家族基因的表达水平与关键驱动基因如 、 、 、 和 之间存在相关性。此外,MEX3家族基因表达的上调与辅助性T细胞、Th2细胞和其他浸润性免疫淋巴细胞的增加有关。ROC曲线表明MEX3A对LIHC具有最佳预测价值。此外,MEX3家族基因和蛋白质的表达水平存在差异,表明翻译后修饰可能在调节其蛋白质水平中起关键作用。

结论

我们的研究结果表明,MEX3家族与肝细胞癌患者的预后相关,并通过调节细胞周期和蛋白质转录后修饰促进疾病进展。此外,该家族与肿瘤微环境有关,特别是在缺氧和免疫反应方面,这对于预测肝癌预后具有重要价值。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fc87/12170218/09d2e1451cbb/tcr-14-05-2626-f1.jpg

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