血浆SPARC介导的外周血嗜酸性粒细胞在胃癌中的作用:基于多变量孟德尔随机化研究和中介分析OACSTPCD
Role of Circulating Eosinophils Mediated by Plasma SPARC in Gas-tric Cancer:A Multivariable Mendelian Randomization Study and Mediation Analysis
目的 外周血免疫细胞计数与胃癌的发生发展以及胃癌患者的预后之间的联系往往易受到反向因果关系和混杂因素的影响,研究旨在运用孟德尔随机化分析排除相关偏倚,阐明外周免疫细胞计数和胃癌的因果关系.方法 主要采用单因素和多因素孟德尔随机化的方法,利用全基因组关联研究(genome-wide association study,GWAS)数据,探究外周血中各免疫细胞亚型与胃癌发生风险之间的因果关系.将白细胞、粒细胞、中性粒细胞、嗜酸性粒细胞、嗜碱性粒细胞、淋巴细胞、单核细胞计数作为暴露因素,选用逆方差加权法作为单变量孟德尔随机化分析的主要方法.随后进行了两步法中介分析,探究血浆蛋白可能起到的作用.结果 淋巴细胞(OR =1.094,95%CI:1.009~1.185,P =0.029)、嗜酸性粒细胞(OR = 0.881,95%CI:0.813~0.955,P =0.002)与胃癌之间存在因果关系,敏感性分析进一步证实了此结果的可靠性.而嗜酸性粒细胞降低胃癌发生风险之间的关联在多变量孟德尔随机化分析中仍然显著(OR = 0.807,95%CI:0.671~0.970,P =0.023),反向因果关系不显著.酸性富含半胱氨酸分泌蛋白(secreted protein acidic and rich in cysteine,SPARC)是一种细胞外基质蛋白,参与多种细胞-基质相互作用和细胞信号转导途径,在肿瘤发展中发挥重要作用.对1 124 种血浆蛋白进行中介分析,结果提示血浆SPARC可能介导了嗜酸性粒细胞对胃癌的保护作用(Beta =-0.030,95%CI:-0.072~0.000,P =0.024).结论 孟德尔随机化分析证明嗜酸性粒细胞计数是降低胃癌发病率的独立因素,血浆SPARC在此过程中起中介作用,外周嗜酸性粒细胞计数和外周血SPARC有潜力成为胃癌发生的早期临床指标和治疗靶点,孟德尔随机化的方法还有效地避免了反向因果关系和社会心理等因素造成的偏倚,但是未来仍需要更多的研究来证明其内部的生物学机制.
Objective East Asia exhibits one of the highest global incidence rates of gastric cancer.The intricate relationship between peripheral blood immune cell counts and the onset and progression of gastric cancer is often obscured by reverse causality and confounders.This study em-ploys Mendelian randomization analysis to mitigate associated biases,aiming to elucidate the causal connection between peripheral immune cell counts and gastric cancer.Methods Both univariate and multivariate Mendelian randomization methods were employed to explore the causal relationship between diverse immune cell subtypes in peripheral blood and the risk of gastric cancer using data from Genome-wide association studies(GWAS).Exposure factors included counts of white blood cells,granulocytes,neutrophils,eosinophils,basophils,lymphocytes,and monocytes.The pri-mary approach for univariate Mendelian randomization analysis involved the inverse variance-weigh-ted method.Afterwards,a two-step mediation analysis was conducted to investigate the potential role of plasma proteins in this process.Results Mendelian randomization analysis revealed a causal rela-tionship between lymphocytes(OR = 1.094,95%CI:1.009-1.185,P = 0.029)and eosino-phils(OR = 0.881,95%CI:0.813-0.955,P = 0.002)and the incidence of gastric canc-er.Sensitivity analysis corroborated the reliability of these results.Furthermore,the association be-tween decreased eosinophil counts and a reduced risk of gastric cancer persisted in multivariate Men-delian randomization analysis(OR =0.807,95%CI:0.671-0.970,P =0.023).Reverse cau-sality was not significant.The secreted protein acidic and rich in cysteine(SPARC)is an extracel-lular matrix protein that involves in various cell-matrix interactions and cellular signaling pathways,playing a significant role in tumor development.The mediation analysis of 1 124 plasma proteins sug-gested that plasma SPARC might mediate the protective effect of eosinophils against gastric cancer(Beta =-0.030,95%CI:-0.072-0.000,P =0.024).Conclusion Mendelian randomization analysis establishes eosinophil counts as an independent factor in diminishing the incidence of gastric cancer.Plasma SPARC acts as a mediator in this process,suggesting that circulating eosinophil count and plasma SPARC have the potential to become early clinical indicators and therapeutic tar-gets for gastric cancer.The Mendelian randomization method effectively mitigates biases stemming from reverse causality and psychosocial factors.Nevertheless,additional research is imperative to validate its underlying biological mechanisms.
韩政轩;杨朝纲;熊浩;熊斌
武汉大学中南医院胃肠外科 武汉市,430071||肿瘤生物学行为湖北省重点实验室&湖北省肿瘤医学临床研究中心 武汉市,430071武汉大学中南医院信息中心 武汉市,430071
临床医学
孟德尔随机化胃癌免疫细胞嗜酸性粒细胞淋巴细胞
Mendelian randomizationgastric cancerimmune celleosinophilslympho-cytes
《医学分子生物学杂志》 2024 (002)
100-107 / 8
国家自然科学基金(No.82372979),中央高校基本科研业务费专项资金(No.2042021kf0143),湖北省自然科学基金(No.2021CFB100) This work was supported by grants from the National Natural Science Foundation of China(No.82372979),the Fundamental Research Funds for the Central Universities(No.2042021kf0143),and the Natural Science Foundation of Hubei Province(No.2021CFB100)
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