铁突变相关基因 HSPA5 与肝细胞癌之间的因果关系:基于门德尔随机化和中介分析的研究

Bing Cui, Chengcheng Xu, Yuan Xu, Aqin Chen, Chaoming Mao, Yuehua Chen
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引用次数: 0

摘要

目的探讨铁变态反应相关基因热休克蛋白A5(HSPA5)与肝细胞癌(HCC)之间的因果关系:方法:采用双样本孟德尔随机化(MR)设计评估HSPA5、调节性T细胞(Tregs)和肝癌之间的因果关系。通过公开的全基因组关联研究(GWAS)数据库选择了与 HSPA5、HCC 和 Tregs 相关的单核苷酸多态性(SNPs)作为工具变量。MR分析用于评估HSPA5对HCC的直接影响,然后进行两步MR分析,以分析Tregs的潜在中介作用。以肝癌为暴露因子,HSPA5为结果,进行反向MR分析。逆方差加权(IVW)是所有 MR 分析中检验因果关联的主要方法。通过 MR Egger、加权中位数、加权模式和简单模式方法确认了结果的稳健性。使用 Cochrane's Q 统计量评估了工具变量的异质性,而通过 MR-Egger 截距和 MR-PRESSO 测试了多向性,并进行了留一敏感性分析以确保稳健性。利用癌症基因组图谱(TCGA)和人类蛋白质图谱(HPA)的数据验证了HSPA5在肝癌组织中的表达水平及其与Tregs的相关性,以揭示HSPA5与Tregs在HCC进展中的相互作用机制及其与患者预后的关系:磁共振分析显示,HSPA5表达升高与肝癌风险呈正相关(PP均>0.05)。HSPA5的表达与Tregs的功能明显相关(所有PPC结论:HSPA5表达升高与肝癌风险呈正相关(所有PP>0.05):HSPA5表达升高与HCC的发展和不良预后有明显相关性。HSPA5可能通过调节肿瘤微环境中Tregs的功能而促进HCC的进展。
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Causal relationship between ferroptosis-related gene HSPA5 and hepatocellular carcinoma: study based on mendelian randomization and mediation analysis.

Objectives: To explore the causal relationship between ferroptosis-related gene heat shock protein A5 (HSPA5) and hepatocellular carcinoma (HCC).

Methods: A two-sample Mendelian randomization (MR) design was employed to evaluate the causal relationships among HSPA5, regulatory T cells (Tregs), and liver cancer. Single nucleotide polymorphisms (SNPs) associated with HSPA5, HCC and Tregs were selected as instrumental variables through publicly available genome-wide association studies (GWAS) databases. MR analysis was used to assess the direct effect of HSPA5 on HCC, followed by two-step MR to analyze the potential mediating role of Tregs. Reverse MR analysis was conducted with liver cancer as the exposure and HSPA5 as the outcome. Inverse variance weighting (IVW) was the primary method for testing causal associations in all MR analyses. Robustness of the results was confirmed through MR Egger, weighted median, weighted mode, and simple mode methods. Heterogeneity of instrumental variables was evaluated using Cochrane's Q statistic, while pleiotropy was tested by MR-Egger intercept and MR-PRESSO, with leave-one-out sensitivity analysis performed for robustness. Data from The Cancer Genome Atlas (TCGA) and Human Protein Atlas (HPA) were utilized to verify the expression levels of HSPA5 in liver cancer tissues and its correlation with Tregs to reveal the interaction mechanisms between HSPA5 and Tregs in HCC progression and their relationship with patient prognosis.

Results: MR analysis showed a positive correlation between elevated HSPA5 expression and liver cancer risk (all P<0.01), while reverse MR analysis found no statistically significant association between liver cancer and HSPA5 (P>0.05). HSPA5 expression was significantly correlated with Tregs function (all P<0.05), and the enrichment of Tregs in the liver cancer microenvironment was positively associated with liver cancer progression (all P<0.05). Mediation analysis indicated that Tregs accounted for 5.00% and 7.45% of the mediation effect between HSPA5 and liver cancer. TCGA and HPA database analysis revealed that both HSPA5 mRNA and protein expression levels were higher in liver cancer tissues compared to normal tissues, and high HSPA5 expression was significantly associated with poor patient prognosis. Immune infiltration analysis confirmed a significant positive correlation between HSPA5 and Tregs, with high Tregs infiltration closely related to HCC progression.

Conclusions: Elevated HSPA5 expression is significantly associated with HCC development and poor prognosis. HSPA5 may promote HCC progression by regulating the function of Tregs in the tumor microenvironment.

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Causal relationship between ferroptosis-related gene HSPA5 and hepatocellular carcinoma: study based on mendelian randomization and mediation analysis. Determination of vitamin D3 content in cod liver oil using column-switching technique. Preparation of decellularized bone graft material with supercritical carbon dioxide extraction technique. [Anatomy and function of the canalis sinuosus and its injury prevention and treatment strategies in implant surgery]. [Research progress on the regulatory cell death of osteoblasts in periodontitis].
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