跨膜蛋白201在肝细胞癌中的表达及其预后意义与作用机制
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1.锦州医科大学,辽宁 锦州121001;2.江苏省连云港市第一人民医院 肝胆外科,江苏 连云港222001;3.江苏海洋大学 药学院,江苏 连云港 222005

作者简介:

孙丹,锦州医科大学硕士研究生,主要从事肝胆外科方面的研究。

基金项目:

国家自然科学基金资助项目(81703557);江苏省连云港市卫生科技基金资助项目(201906,202102);江苏省连云港市科技计划基金资助项目(SF2119);江苏省连云港市第一人民医院科研基金资助项目(BS202003,LC04)。


Expression and of transmembrane protein 201 in hepatocellular carcinoma and its prognostic significance and action mechanism
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1.Jinzhou Medical University, Jinzhou, Liaoning 121001, China;2.Department of Hepatobiliary Surgery, the First People's Hospital of Lianyungang, Lianyungang Jiangsu 222001, China;3.School of Pharmacy, Jiangsu Ocean University, Lianyungang Jiangsu 222005, China

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    摘要:

    背景与目的 研究发现跨膜蛋白(TMEM)家族基因与肿瘤关系密切,TMEM201是TMEM家族的一员,其在肝细胞癌(HCC)中的表达与作用目前尚不清楚。因此,本研究通过生物信息学方法分析TMEM201在HCC中的表达与作用,并预测其在HCC中可能作用的通路,进而探讨机制。方法 在TIMER中分析TMEM201在泛癌中的表达。下载TCGA与GEO数据库中HCC患者数据,并收集106例HCC患者的手术标本与临床信息,分析TMEM201在肝癌组织与癌旁组织中的表达情况,并绘制生存曲线,分析TMEM201表达与HCC患者的预后关系。用单因素与多因素Cox分析判断HCC相关危险因素。根据TCGA与临床数据,分析TMEM201的表达与HCC患者临床病理特征的关系。应用String和GeneMANIA数据库绘制与TMEM201及其相关基因的网络图谱。通过TCGA数据库分析TMEM201与免疫细胞的关系。通过LinkedOmics数据库分析与TMEM201相关的共表达基因,并对共表达基因进行GO功能分析与KEGG通路预测。结果 泛癌分析结果显示,TMEM201在绝大部分肿瘤中呈高表达。多数据库及临床HCC标本免疫组化分析显示,TMEM201在HCC组织中的表达明显高于癌旁组织(均P<0.05),且TMEM201高表达患者生存时间明显短于低表达患者。单因素与多因素Cox风险回归提示TMEM201的表达是HCC患者总体生存率的独立危险因素。蛋白质互作网络、GeneMANIA数据库分析显示,TMEM201与SUN1、SUN2、LMNB1、EMD等基因存在明显相互作用。免疫浸润分析结果显示,TMEM201表达与树突状细胞、细胞毒性细胞、Th2细胞等明显有关。此外,功能富集分析显示,TMEM201与共表达基因参与了许多HCC的生物学过程、细胞组成、分子功能和作用通路。通路结果及相关性热图提示TMEM201与细胞周期高度相关。结论 TMEM201在HCC组织中高表达,是影响HCC患者预后的独立危险因素,TMEM201在HCC中的作用机制可能与免疫浸润的调节、细胞周期的调控有关。

    Abstract:

    Background and Aims Research has found a close relationship between transmembrane protein (TMEM) family genes and tumors. TMEM201 is a member of the TMEM family, and its expression and role in hepatocellular carcinoma (HCC) are currently unclear. Therefore, this study was conducted, uses bioinformatics methods, to analyze the expression and function of TMEM201 in HCC and predict the pathways it may be involved in, exploring the underlying mechanisms.Methods TMEM201 expression in pan-cancer is analyzed using TIMER. Data of HCC patients from TCGA and GEO databases are downloaded, and the specimens and clinical information of 106 HCC patients were collected. The expressions of TMEM201 in liver cancer tissue and adjacent tissue were analyzed, the survival curves were plotted to analyze the relationship between TMEM201 expression and the prognosis of HCC patients. Univariate and multivariate Cox analyses are employed to identify HCC-related risk factors. The relationship between TMEM201 expression and clinicopathologic characteristics of HCC patients was analyzed based on TCGA and clinical data. String and GeneMANIA databases were used to construct a network diagram of TMEM201 and its related genes. TCGA database was used to analyze the relationship between TMEM201 and immune cells. LinkedOmics database was employed to analyze co-expressed genes related to TMEM201, followed by GO functional analysis and KEGG pathway prediction of these co-expressed genes.Results Pan-cancer analysis showed that TMEM201 was highly expressed in the majority of tumors. Multiple databases analysis and immunohistochemical results of clinical HCC specimens revealed that TMEM201 expression in HCC tissue was significantly higher than that in adjacent tissue (all P<0.05). Additionally, patients with high TMEM201 expression had a significantly shorter survival time than those with its low expression. Univariate and multivariate Cox regression suggested that TMEM201 expression was an independent risk factor for overall survival in HCC patients. Protein interaction networks and GeneMANIA database analysis showed significant interactions between TMEM201 and genes such as SUN1, SUN2, LMNB1, and EMD. Immune infiltration analysis indicated a significant association between TMEM201 expression and dendritic cells, cytotoxic cells, Th2 cells, etc. Furthermore, functional enrichment analysis demonstrated that TMEM201 and its co-expressed genes were involved in various biological processes, cellular components, molecular functions, and signaling pathways related to HCC. Pathway results and correlation heatmaps suggested a strong correlation between TMEM201 and the cell cycle.Conclusion TMEM201 is highly expressed in HCC tissue and is an independent risk factor influencing the prognosis of HCC patients. The mechanism of action of TMEM201 in HCC may be related to the regulation of immune infiltration and the control of the cell cycle.

    表 2 TMEM201表达量与HCC患者临床病理因素的关系(TCGA数据库)[n(%)]Table 2 Relationship between TMEM201 expression and clinicopathologic factors in HCC patients (TCGA database) [n (%)]
    表 1 影响HCC患者OS的单因素与多因素Cox回归分析(TCGA数据库)Table 1 Univariate and multivariate Cox Regression analysis of factors influencing OS in HCC patients (TCGA database)
    表 3 影响HCC患者OS的单因素与多因素Cox回归分析(临床病例)Table 3 Univariate and multivariate Cox Regression analysis of factors influencing OS in HCC patients (clinical cases)
    图1 TMEM201在泛癌中的表达情况Fig.1 The expression profile of TMEM201 in pan-cancer
    图2 TMEM201在HCC组织与癌旁组织的表达情况 A:TCGA;B:GSE121248;C:GSE84402;D:临床样本;E-F:免疫组化检测TMEM201表达Fig.2 The expression of TMEM201 in HCC tissue and adjacent tissue A: TCGA; B: GSE121248; C: GSE84402; D: Clinical samples; E-F: Immunohistochemical detection of the expression of TMEM201
    图3 TMEM201表达与OS、DSS的关系Fig.3 The relationship between TMEM201 expression and OS and DSS
    图4 TMEM201基因改变与HCC患者生存的关系 A:TMEM201基因改变的OncoPrint总结;B:OS曲线;C:DSS曲线Fig.4 Relationship between TMEM201 gene alterations and survival in HCC patients A: OncoPrint summary of TMEM201 gene alterations; B: OS curve; C: DSS curve
    图5 HCC中免疫细胞浸润与TMEM201表达的关系分析 A:HCC组织中24种免疫细胞浸润水平与TMEM201表达水平的Spearman相关分析结果;B:TMEM201高表达组和低表达组中免疫细胞浸润情况Fig.5 Analysis of the relationship between immune cell infiltration and TMEM201 expression in HCC A: Spearman correlation analysis results of 24 immune cell infiltration levels and TMEM201 expression levels in HCC tissues; B: Immune cell infiltration status in TMEM201 high-expression and low-expression groups
    图6 TMEM201共表达网络及GO功能注释和KEGG信号通路分析 A-C:Pearson检验分析在HCC中TMEM201表达相关的基因;D-F:TMEM201在HCC中表达相关基因GO功能注释;G:TMEM201在HCC中表达相关基因KEGG信号通路分析Fig.6 TMEM201 co-expression network and analysis of GO functional annotation and KEGG signaling pathway analysis A-C: Pearson correlation analysis of genes associated with TMEM201 expression in HCC; D-F: GO functional annotation of genes associated with TMEM201 expression in HCC; G: KEGG signaling pathway analysis of genes associated with TMEM201 expression in HCC
    图7 多数据库GSEA富集分析结果 A:GSE84402;B:GSE121248;C:TCGAFig.7 Multi-database GSEA enrichment analysis results A: GSE84402; B: GSE121248; C: TCGA
    图8 TMEM201与细胞周期相关蛋白的相关性热图 A: TCGA;B:GSE84402;C:GSE121248Fig.8 Correlation heatmap of TMEM201 with cell cycle-related proteins A: TCGA; B: GSE84402; C: GSE121248
    图9 TMEM201的PPI网络 A:String;B:GeneMANIA;C:TMEM201与EMD相关性Fig.9 PPI network of TMEM201 A: String; B: GeneMANIA; C: Correlation of TMEM201 with EMD
    表 4 TMEM201表达与HCC患者临床病理的关系(临床病例)[n(%)]Table 4 Relationship between TMEM201 expression and clinicopathologic factors in HCC patients (clinical cases) [n (%)]
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孙丹,费浩然,仲成成,杨海深,司鑫鑫,胡伟,王仲.跨膜蛋白201在肝细胞癌中的表达及其预后意义与作用机制[J].中国普通外科杂志,2024,33(1):61-73.
DOI:10.7659/j. issn.1005-6947.2024.01.008

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  • 收稿日期:2023-07-06
  • 最后修改日期:2023-12-24
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  • 在线发布日期: 2024-02-05