SLC2A1在肝细胞癌中的表达及其临床意义
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江苏省苏北人民医院/扬州大学附属苏北人民医院 肝胆外科,江苏 扬州 225009

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陈勇治,江苏省苏北人民医院/扬州大学附属苏北人民医院博士研究生,主要从事肝细胞癌诊疗方面的研究。

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国家自然科学基金资助项目(82373034)。


Expression of SLC2A1 in hepatocellular carcinoma and its clinical significance
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Department of Hepatobiliary surgery, Northern Jiangsu People's Hospital/Northern Jiangsu People's Hospital Affiliated to Yangzhou University, Yangzhou, Jiangsu 225009, China

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    摘要:

    背景与目的 溶质载体家族2成员1(SLC2A1)基因编码的葡萄糖转运蛋白1(GLUT1)与糖酵解途径密切相关,而糖酵解是恶性肿瘤供能的主要生理途径,因此,SLC2A1可能与多种恶性肿瘤的发生发展有关。鉴于SLC2A1在肝细胞癌(HCC)中的表达及生物学功能并不完全清楚,本研究通过生物信息学方法和临床研究探讨SLC2A1在HCC中的表达及意义。方法 从癌症基因组图谱数据库(TCGA)下载HCC患者的RNA-seq数据与临床信息,分析SLC2A1在HCC中的表达、预后价值,以及对不同SLC2A1表达水平HCC患者差异表达基因做富集分析和相关性分析。收集江苏省苏北人民医院80例临床HCC患者的手术标本与临床病理资料,分析SLC2A1在HCC中的表达情况,以及SLC2A1表达水平与患者临床病理特征、预后的关系,并筛选影响患者预后的独立危险因素。结果 TCGA数据库分析结果显示,SLC2A1 mRNA在HCC中高表达,并且高表达患者的总生存期(HR=2.50,95% CI=1.76~3.56,P<0.001)、疾病特异性生存期(HR=2.13,95% CI=1.34~3.37,P=0.001)和无复发间期(HR=1.42,95% CI=1.05~1.93,P=0.025)均明显差于低表达患者;其表达水平与RNA甲基化、免疫细胞浸润程度有关(均P<0.05)。80例患者临床病理资料的比较分析结果显示,SLC2A1蛋白在HCC组织中的表达明显高于癌旁组织(P<0.05);SLC2A1表达水平与TNM分期、乙型病毒性肝炎和血管侵犯明显有关(均P<0.05)。单因素分析显示,TNM分期(HR=1.921,95% CI=1.365~1.554,P=0.01)、血管侵犯(HR=1.925,95% CI=1.253~2.958,P=0.003)、乙型病毒性肝炎(HR=1.365,95% CI=0.624~1.654,P=0.029),甲胎蛋白(HR=1.629,95% CI=1.063~2.479,P=0.025)和SLC2A1(HR=1.934,95% CI=1.261~2.965,P=0.002)与患者预后有关,多因素分析表明,血管侵犯(HR=1.657,95% CI=1.036~2.652,P=0.035)和SLC2A1(HR=1.753,95% CI=1.132~2.715,P=0.012)是HCC患者预后的独立危险因素。结论 SLC2A1在HCC中高表达,其高表达与患者不良预后密切相关。SLC2A1除了具有参与糖酵解功能外,还可能具有多种生物学功能,对其进一步研究有望为HCC的防治及预后评估找到新的靶点。

    Abstract:

    Background and Aims The gene solute carrier family 2 member 1 (SLC2A1) encodes the glucose transporter 1 (GLUT1), which is closely related to the glycolysis pathway. Glycolysis is a primary physiological pathway for energy supply in malignant tumors. Therefore, SLC2A1 may be involved in the occurrence and development of various malignant tumors. Given that the expression and biological function of SLC2A1 in hepatocellular carcinoma (HCC) are not fully understood, this study was conducted to investigate the expression and significance of SLC2A1 in HCC through bioinformatics methods and clinical research.Methods The RNA-seq data and clinical information of HCC patients were downloaded from the TCGA database. The expression of SLC2A1 in HCC, its prognostic value, and the differentially expressed genes in HCC patients with different levels of SLC2A1 expression were analyzed through enrichment and correlation analysis. Surgical specimens and clinicopathologic data from 80 HCC patients treated at Northern Jiangsu People's Hospital were collected. The expression of SLC2A1 in HCC and its relationship with clinicopathologic characteristics and prognosis were analyzed. Independent risk factors affecting the prognosis of patients were also screened.Results The analysis of the TCGA database showed that SLC2A1 mRNA was highly expressed in HCC. Patients with high expression had significantly worse overall survival (HR=2.50, 95% CI=1.76-3.56, P<0.001), disease-specific survival (HR=2.13, 95% CI=1.34-3.37, P=0.001), and recurrence-free survival (HR=1.42, 95% CI=1.05-1.93, P=0.025) compared to those with low expression. The expression level of SLC2A1 was closely related to RNA methylation and the degree of immune cell infiltration (all P<0.05). Comparative analysis of clinical pathological data from 80 patients showed that the expression of SLC2A1 protein in HCC tissues was significantly higher than in adjacent non-tumor tissues (P<0.05). SLC2A1 expression level was significantly associated with TNM stage, hepatitis B infection, and vascular invasion (all P<0.05). Univariate analysis showed that TNM stage (HR=1.921, 95% CI=1.365-1.554, P=0.01), vascular invasion (HR=1.925, 95% CI=1.253-2.958, P=0.003), hepatitis B infection (HR=1.365, 95% CI=0.624-1.654, P=0.029), alpha-fetoprotein (HR=1.629, 95% CI=1.063-2.479, P=0.025), and SLC2A1 (HR=1.934, 95% CI=1.261-2.965, P=0.002) were associated with patient prognosis. Multivariate analysis indicated that vascular invasion (HR=1.657, 95% CI=1.036-2.652, P=0.035) and SLC2A1 (HR=1.753, 95% CI=1.132-2.715, P=0.012) were independent risk factors for the prognosis of HCC patients.Conclusion SLC2A1 is highly expressed in HCC, and its high expression is closely related to poor prognosis in patients. Besides its role in glycolysis, SLC2A1 may have various biological functions. Further research on SLC2A1 may potentially identify new targets for the prevention, treatment, and prognostic evaluation of HCC.

    表 1 SLC2A1表达与HCC患者临床病理特征的关系[n(%)]Table 1 Relationship between SLC2A1 expression and clinicopathologic characteristics of HCC patients [n (%)]
    图1 SLC2A1表达分析 A:SLC2A1 mRNA在泛癌中的表达;B:SLC2A1 mRNA在正常组织和HCC组织中的表达;C:SLC2A1 mRNA在正常组织和HCC组织中表达水平的配对分析;D:不同TNM分期患者SLC2A1 mRNA表达水平;E:HCC组织与癌旁组织SLC2A1表达的免疫组化分析(×40);F:80对HCC组织和癌旁组织SLC2A1免疫组化染色的定量分析Fig.1 SLC2A1 expression analysis A: Expression of SLC2A1 mRNA in pan-cancer; B: Expression of SLC2A1 mRNA in normal tissues and HCC tissues; C: Paired analysis of SLC2A1 mRNA expression levels in normal and HCC tissues; D: SLC2A1 mRNA expression levels in patients with different TNM stages; E: Immunohistochemical analysis of SLC2A1 expression in HCC tissues and adjacent non-tumor tissues (×40); F: Quantitative analysis of immunohistochemical staining of SLC2A1 in 80 pairs of HCC and adjacent non-tumor tissues
    图2 SLC2A1表达与HCC的预后的关系分析 A:TCGA数据分析;B:临床样本分析Fig.2 Analysis of the relationship between SLC2A1 expression and HCC prognosis A: TCGA data analysis; B: Clinical sample analysis
    图3 SLC2A1表达与HCC各亚组预后的关系Fig.3 Relationship between SLC2A11 expression and prognosis of HCC subgroups
    图4 差异表达基因分析 A:火山图;B:热图Fig.4 Differentially expressed gene analysis A: Volcano plot; B: Heatmap
    图5 差异表达基因的富集分析 A:GO富集分析;B:KEGG富集分析Fig.5 Enrichment analysis of differentially expressed genes A: GO enrichment analysis; B: KEGG enrichment analysis
    图6 SLC2A1表达与m6A RNA甲基化修饰的相关性分析 A:SLC2A1与m6A相关基因的相关性;B-C:m6A相关基因在SLC2A1高低表达组中的差异表达Fig.6 Correlation analysis between SLC2A1 expression and m6A RNA methylation modification A: Correlation between SLC2A1 and m6A-related genes; B-C: Differential expression of m6A-related genes in high and low SLC2A1 expression groups
    图7 SLC2A1表达与免疫细胞浸润水平的相关性分析Fig.7 Correlation analysis between SLC2A1 expression and immune cell infiltration levels
    表 2 OS相关因素的单因素和多因素Cox回归分析Table 2 Univariate and multivariate Cox regression analysis of factors related to OS
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陈勇治,柏斗胜. SLC2A1在肝细胞癌中的表达及其临床意义[J].中国普通外科杂志,2024,33(7):1059-1069.
DOI:10.7659/j. issn.1005-6947.2024.07.005

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  • 收稿日期:2024-06-17
  • 最后修改日期:2024-07-11
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  • 在线发布日期: 2024-08-10