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内脏脂肪组织与肺部疾病的孟德尔随机化研究

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目的 采用两样本孟德尔随机化(mendelian randomization,MR)方法探究肥胖与肺部疾病的因果关系.方法 采用逆方差加权法(inverse variance weighted,IVW)和6种基于不同假设下的MR方法,利用全基因组关联研究(genome-wide association study,GW AS)汇总数据,评估内脏脂肪组织(visceral adipose tissue,VAT)与肺部疾病(慢性阻塞性肺病、睡眠呼吸暂停、肺癌、肺炎、肺栓塞、特发性肺纤维化、肺结核)之间的因果关系.采用留一法、Cochran's Q检验,MR-Egger回归截距项检验、MR-PRESSO检验进行敏感性分析,评估工具变量的异质性、多效性和稳定性.结果 IVW结果表明,遗传学预测的较高VAT与慢性阻塞性肺病(OR=1.56,95%CI:1.33~1.84,P<0.001)、睡眠呼吸暂停(OR=1.76,95%CI:1.53~2.03,P<0.001)、肺癌(OR=1.39,95%CI:1.23~1.58,P<0.001)、肺炎(OR=1.22,95%CI:1.15~1.30,P<0.001)的较高发生风险存在因果关联.除了 MR-Egger,其他4种MR方法结果均与主要分析结果一致.此外,有提示性证据支持较高VAT会增加肺栓塞(OR=1.18,95%CI:1.04~1.34,P=0.009)和特发性肺纤维化(OR=1.00,95%CI:1.00~1.00,P=0.011)的发生风险.结论 VAT累积可能增加慢性阻塞性肺病、睡眠呼吸暂停、肺癌、肺炎、肺栓塞和特发性肺纤维化的发生风险.
Mendelian randomization study of visceral adipose tissue and lung diseases
Objective To investigate the causal relationship between obesity and lung diseases using Mendelian randomi-zation(MR)methodology.Methods Employing the inverse variance weighted(IVW)method in conjunction with six distinct MR methodologies,and utilizing summary data from genome-wide association studies(GWAS),the causal rela-tionships between visceral adipose tissue(VAT)and lung diseases,including chronic obstructive pulmonary disease,sleep apnea,lung cancer,pneumonia,pulmonary embolism,idiopathic pulmonary fibrosis and tuberculosis,were assessed.Sensitivity analysis was performed using the leave-one-out method,Cochran's Q test,MR-Egger regression intercept term test,and MR-PRESSO test to evaluate the heterogeneity,pleiotropy,and stability of the instrumental varia-bles.Results The results of the IVW method indicated that genetically predicted higher VAT was causally associated with higher occurrence risks of chronic obstructive pulmonary disease(OR=1.56,95%CI:1.33-1.84,P<0.001),sleep apnea(OR=1.76,95%CI:1.53-2.03,P<0.001),lung cancer(OR=1.39,95%CI:1.23-1.58,P<0.001),and pneumonia(OR=1.22,95%CI:1.15-1.30,P<0.001).Except for MR-Egger,the results of the other four MR methods were consistent with the main analysis results.In addition,there was evidence suggested that higher VAT would increase the occurrence risks of pulmonary embolism(OR=1.18,95%CI:1.04-1.34,P=0.009)and idiopathic pulmonary fibrosis(OR=1.00,95%CI:1.00-1.00,P=0.011).Conclusion VAT accumulation may increase the occurrence risks of chronic obstructive pulmona-ry disease,sleep apnea,lung cancer,pneumonia,pulmonary embolism and idiopathic pulmonary fibrosis.

Visceral adipose tissueLung diseasesMendelian randomizationCausal inferenceObesity

冯悦、俞一凡、吴思佳、李洪凯、薛付忠

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山东大学齐鲁医学院公共卫生学院生物统计学系,山东济南 250012

国家健康医疗大数据研究院,山东济南 250003

内脏脂肪组织 肺部疾病 孟德尔随机化 因果推断 肥胖

国家自然科学基金项目

82173625

2024

山东大学学报(医学版)
山东大学

山东大学学报(医学版)

CSTPCD北大核心
影响因子:0.841
ISSN:1671-7554
年,卷(期):2024.62(7)