FAM49B在胃癌中的表达及临床意义的生物信息学分析与实验验证
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长江大学附属荆州医院 胃肠外科,湖北 荆州 434021

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刘坤健,长江大学附属荆州医院住院医师,主要从事胃癌诊疗方面的研究。

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湖北省疾控和医药院校科研专项基金资助项目(WJ2016-Y-20);湖北省荆州市医疗卫生科技计划基金资助项目(2016103)。


Bioinformatic analysis and experimental validation of FAM49B expression and its clinical significance in gastric cancer
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Department of Gastrointestinal Surgery, Jingzhou Hospital Affiliated to Yangtze University, Jingzhou, Hubei434021, China

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    摘要:

    背景与目的 胃癌是一种在全球范围内极为普遍的恶性肿瘤,其发生率之高使其成为全球癌症死亡的一个重要因素。研究发现,序列相似性家族49成员B(FAM49B)在包括胃癌在内的大多数肿瘤中显著上调,但FAM49B在胃癌发生和发展中的角色,目前仍然知之甚少。因此,本研究探讨FAM49B在胃癌中的作用及机制,以期为胃癌的治疗提供新的途径。方法 基于TCGA和GEO数据库,进行FAM49B的表达、生存分析、免疫浸润评估、基因集富集及蛋白质相互作用(PPI)网络分析。收集胃癌临床样本,采用免疫组化、qRT-PCR和Western blot检测FAM49B的表达水平,并分析其表达与患者临床病理因素的关系。体外实验分析FAM49B在胃癌细胞系中的表达,并采用CCK-8、EdU、Transwell和流式细胞术分析FAM49B对胃癌细胞增殖、迁移、侵袭及细胞周期的影响。结果 生物信息学分析显示,FAM49B基因在胃癌的肿瘤组织中呈明显高表达,同时FAM49B的高表达与M1/M2巨噬细胞极化过程密切相关,FAM49B高表达的胃癌患者预后更好;富集分析显示,FAM49B高表达组富集于p53信号通路,而低表达组富集于ERBB信号通路,PPI网络分析显示,FAM49B与FAM49A、ACTN1、THSD4、RAC3、EGFR等蛋白有高度相互作用。在胃癌组织和细胞系中,FAM49B的mRNA和蛋白表达均明显上调(均P<0.05);FAM49B的表达与肿瘤大小及胃癌的浸润深度呈反向关系(均P<0.05)。敲除FAM49B基因后,胃癌细胞的增殖和转移能力明显增强,而过表达FAM49B后则成反向变化(均P<0.05);敲除FAM49B的胃癌细胞G1期比例明显降低,S期升高,伴随cyclin E1和cyclin D1蛋白表达下调,而过表达FAM49B的胃癌细胞G1期百分比升高,S期和G2期百分比降低,伴随cyclin E1和cyclin D1蛋白表达上调(均P<0.05)。此外,敲除FAM49B后,胃癌细胞中N-cadherin、vimentin及c-myc表达上调,p53表达下调,而过表达FAM49B后,胃癌细胞中这些蛋白的表达呈反向变化。结论 FAM49B在胃癌中呈现高表达,但其发挥了抑癌作用。其作用机制可能与调控巨噬细胞极化、上皮-间充质转化以及p53通路有关。

    Abstract:

    Background and Aims Gastric cancer is a highly prevalent malignant tumor worldwide, with a high incidence rate that makes it a significant contributor to global cancer mortality. Studies have found that FAM49B is significantly upregulated in most tumors, including gastric cancer. However, the role of FAM49B in the occurrence and development of gastric cancer remains largely unknown. Therefore, this study explores the role and mechanisms of FAM49B in gastric cancer, aiming to provide new avenues for gastric cancer treatment.Methods Based on TCGA and GEO databases, the analyses of FAM49B expression, survival, immune infiltration, gene set enrichment, and protein-protein interaction (PPI) networks were conducted. Gastric cancer clinical samples were collected, and immunohistochemistry, qRT-PCR, and Western blot were used to assess FAM49B expression levels and analyze their relationship with patients' clinicopathological factors. In vitro experiments analyzed FAM49B expression in gastric cancer cell lines, using CCK-8, EdU, Transwell, and flow cytometry assays to examine the effects of FAM49B on gastric cancer cell proliferation, migration, invasion, and cell cycle process.Results Bioinformatic analysis showed that FAM49B was significantly overexpressed in gastric cancer tumor tissues, with high FAM49B expression closely related to M1/M2 macrophage polarization, and patients with high FAM49B expression in gastric cancer had better prognosis. Enrichment analysis revealed that the high FAM49B expression group was enriched in the p53 signaling pathway, while the low FAM49B expression group was enriched in the ERBB signaling pathway. PPI network analysis indicated a strong interaction between FAM49B and proteins such as FAM49A, ACTN1, THSD4, RAC3, and EGFR. In both gastric cancer tissues and cell lines, FAM49B mRNA and protein expression were significantly upregulated (both P<0.05). FAM49B expression showed an inverse correlation with tumor size and gastric cancer invasion depth (both P<0.05). After FAM49B knockdown, gastric cancer cell proliferation and migration abilities significantly increased, while FAM49B overexpression had the opposite effect (both P<0.05). Knockdown of FAM49B reduced the percentage of cells in G1 phase and increased the percentage in S phase, accompanied by downregulated expression of cyclin E1 and cyclin D1, while FAM49B overexpression led to an increase in G1 phase cells and a decrease in S and G2 phase cells, with upregulation of cyclin E1 and cyclin D1 (both P<0.05). Additionally, after FAM49B knockdown, N-cadherin, vimentin, and c-myc expression increased, while p53 expression decreased, whereas FAM49B overexpression produced the opposite effect on these proteins in gastric cancer cells.Conclusions FAM49B is highly expressed in gastric cancer but exhibits tumor-suppressing effects. Its mechanisms may be related to the regulation of macrophage polarization, epithelial-mesenchymal transition, and the p53 pathway.

    表 3 FAM49B与临床病理特征的关系[n(%)]Table 3 Relationship between FAM49B and clinicopathological characteristics [n (%)]
    图1 FAM49B在胃癌中的表达及意义 A:TCGA数据库分析FAM49B在不同肿瘤类型中的表达水平;B:TCGA数据库中FAM49B在胃癌组织和癌旁组织中的表达;C:GEO数据库中GSE29272数据集配对分析FAM49B在胃癌组织及癌旁组织中的表达;D:TCGA数据库中FAM49B高低表达与M1/M2之间的关系;E-F:免疫组化分析FAM49B在临床样本中的表达;G:qRT-PCR检测FAM49B在胃癌组织及癌旁组织中的表达;H:Western blot检测FAM49B在不同病理分期患者中蛋白表达水平;I:Kaplan-Meier数据库分析FAM49B表达与患者预后的关系;J:TCGA数据库分析FAM49B表达与患者预后的关系Fig.1 Expression and significance of FAM49B in gastric cancer A: Analysis of FAM49B expression levels across various tumor types in the TCGA database; B: Expression of FAM49B in gastric cancer tissues and adjacent normal tissues in the TCGA database; C: Paired analysis of FAM49B expression in gastric cancer and adjacent tissues using the GSE29272 dataset from the GEO database; D: Relationship between high and low FAM49B expression and M1/M2 macrophage polarization in the TCGA database; E-F: Immunohistochemical analysis of FAM49B expression in clinical samples; G: qRT-PCR analysis of FAM49B expression in gastric cancer and adjacent tissues; H: Western blot analysis of FAM49B protein expression levels in patients with different pathological stages; I: Kaplan-Meier database analysis of the relationship between FAM49B expression and patient prognosis; J: TCGA database analysis of the relationship between FAM49B expression and patient prognosis
    图2 GSE884433与GSE884437数据集预测FAM49B在胃癌中的潜在机制 A:在FAM49B高表达组中调控靶点为p53信号通路;B:在FAM49B低表达组中调控靶点为ERBB信号通路;C:FAM49B的PPI网络Fig.2 Predicted potential mechanisms of FAM49B in gastric cancer using GSE884433 and GSE884437 datasets A: Regulatory target in the high FAM49B expression group is the p53 signaling pathway; B: Regulatory target in the low FAM49B expression group is the ERBB signaling pathway; C: PPI network of FAM49B
    图3 FAM49B在胃癌细胞系的表达以及与胃癌细胞增殖的关系 A:正常胃黏膜细胞系GES-1和胃癌细胞系中FAM49B蛋白与mRNA的表达情况;B:FAM49B蛋白与mRNA在MKN28细胞中的敲除效率和在HGC27细胞中的过表达效率;C:FAM49B敲除后,MKN28细胞增殖能力的变化;D:过表达FAM49B后,HGC27细胞增殖能力的变化Fig.3 Expression of FAM49B in gastric cancer cell lines and its relationship with gastric cancer cell proliferation A: Expression levels of FAM49B protein and mRNA in the normal gastric mucosal cell line GES-1 and gastric cancer cell lines; B: Knockdown efficiency of FAM49B protein and mRNA in MKN28 cells and overexpression efficiency in HGC27 cells; C: Changes in proliferation ability of MKN28 cells after FAM49B knockdown; D: Changes in proliferation ability of HGC27 cells after FAM49B overexpression
    图4 FAM49B与细胞周期进程的关系 A:敲低FAM49B促进MKN28细胞的细胞周期;B:过表达FAM49B抑制HGC27细胞的细胞周期;C:FAM49B敲低下调MKN28细胞中cyclin E1和cyclin D1蛋白表达水平;D:过表达FAM49B上调HGC27细胞中cyclin E1和cyclin D1蛋白表达水平Fig.4 Relationship between FAM49B and cell cycle progression A: FAM49B knockdown promotes cell cycle progression in MKN28 cells; B: FAM49B overexpression inhibits cell cycle progression in HGC27 cells; C: FAM49B knockdown downregulates cyclin E1 and cyclin D1 protein expression levels in MKN28 cells; D: FAM49B overexpression upregulates cyclin E1 and cyclin D1 protein expression levels in HGC27 cells
    图5 FAM49B与胃癌细胞的迁移、侵袭以及EMT与p53通路的关系 A:敲低FAM49B后,MKN28细胞迁移和侵袭能力的变化;B:过表达FAM49B后,HGC27细胞迁移和侵袭能力的变化;C:敲低FAM49B后,MKN28细胞中EMT相关蛋白与p53通路蛋白表达的变化;D:过表达FAM49B后,HGC27细胞中EMT相关蛋白与p53通路蛋白表达的变化Fig.5 Relationship between FAM49B and migration, invasion, EMT, and p53 pathway in gastric cancer cells A: Changes in migration and invasion abilities of MKN28 cells after FAM49B knockdown; B: Changes in migration and invasion abilities of HGC27 cells after FAM49B overexpression; C: Changes in expression of EMT-related proteins and p53 pathway proteins in MKN28 cells after FAM49B knockdown; D: Changes in expression of EMT-related proteins and p53 pathway proteins in HGC27 cells after FAM49B overexpression
    表 1 40例胃癌患者的临床病理特征[n(%)]Table 1 Clinicopathological characteristics of 40 gastric cancer patients [n (%)]
    表 2 qRT-PCR引物Table 2 qRT-PCR primers
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刘坤健,陈浩. FAM49B在胃癌中的表达及临床意义的生物信息学分析与实验验证[J].中国普通外科杂志,2024,33(10):1667-1678.
DOI:10.7659/j. issn.1005-6947.2024.10.013

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  • 收稿日期:2024-08-08
  • 最后修改日期:2024-10-11
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  • 在线发布日期: 2024-11-18