Xinyu Yang, Xiaomei Luo, Yan Wang, Meng Tang, Junhui Gong, Shaopan Lian, Ying Zhou, Xin Li, Jia Deng, Guoqiang Cao, Li Li
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The purpose of this study was to utilize Mendelian randomization (MR) to explore the causal relationship between educational attainment (EA) and the onset and hospitalization of COPD, as well as the mediating mechanism of EA on COPD through multivariable MR (MVMR) and two-step MR.</p><p><strong>Methods: </strong>Based on data from genome-wide association studies (GWASs), this study used single nucleotide polymorphisms (SNPs) as instrumental variables (IVs) for EA and COPD. Two-sample MR, MVMR and two-step MR analysis were conducted. The impact of each variable on the outcome was analysed, and the overall mediating effects of smoking, body mass index (BMI) and generalized allergic reactions were assessed.</p><p><strong>Results: </strong>MR analysis suggested that greater EA significantly reduced the incidence (OR = 0.22, 95% CI = 0.12-0.41) and hospitalization (OR = 0.28, 95% CI = 0.18-0.44) of COPD. 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引用次数: 0
摘要
背景:以往的流行病学研究表明,学历失衡与慢性阻塞性肺疾病(COPD)发病率和住院率之间存在潜在的相关性。然而,这些研究容易受到混杂因素的影响,缺乏强有力的因果证据。本研究的目的是利用孟德尔随机化(Mendelian randomization, MR),通过多变量MR (MVMR)和两步MR方法,探讨受教育程度(EA)与COPD发病和住院之间的因果关系,以及EA对COPD的中介机制。基于全基因组关联研究(GWASs)的数据,本研究以单核苷酸多态性(snp)作为EA和COPD的工具变量(IVs)。进行了两样品MR、MVMR和两步MR分析。分析每个变量对结果的影响,并评估吸烟、体重指数(BMI)和全身性过敏反应的总体中介作用。结果:MR分析提示,EA越大,COPD的发生率(OR = 0.22, 95% CI = 0.12-0.41)和住院率(OR = 0.28, 95% CI = 0.18-0.44)显著降低。MVMR结果提示,调整介质后,EA对COPD的影响(OR = 0.53, 95% CI = 0.29-0.99)仍然存在。综合MVMR和两步MR分析显示,吸烟、BMI和过敏介导了EA和COPD之间47.9%的关系。结论:高教育水平可能对慢性阻塞性肺病的发病和住院有潜在的因果保护作用。减少吸烟、肥胖和预防过敏反应是预防慢性阻塞性肺病的候选方法,特别是在教育水平较低的个体中。
Mendelian Randomization Evidence for Relationship and Mediation of Educational Attainment on Chronic Obstructive Pulmonary Disease.
Background: Previous epidemiological studies revealed a potential correlation between educational imbalance and chronic obstructive pulmonary disease (COPD) incidence and hospitalization. However, such studies were susceptible to confounding factors and lacked strong causal evidence. The purpose of this study was to utilize Mendelian randomization (MR) to explore the causal relationship between educational attainment (EA) and the onset and hospitalization of COPD, as well as the mediating mechanism of EA on COPD through multivariable MR (MVMR) and two-step MR.
Methods: Based on data from genome-wide association studies (GWASs), this study used single nucleotide polymorphisms (SNPs) as instrumental variables (IVs) for EA and COPD. Two-sample MR, MVMR and two-step MR analysis were conducted. The impact of each variable on the outcome was analysed, and the overall mediating effects of smoking, body mass index (BMI) and generalized allergic reactions were assessed.
Results: MR analysis suggested that greater EA significantly reduced the incidence (OR = 0.22, 95% CI = 0.12-0.41) and hospitalization (OR = 0.28, 95% CI = 0.18-0.44) of COPD. The MVMR findings suggested that the impact of EA (OR = 0.53, 95% CI = 0.29-0.99) on COPD still existed after adjusting mediators. Combined MVMR and two-step MR analysis revealed that smoking, BMI and allergies mediate 47.9% of the relationship between EA and COPD.
Conclusion: High levels of education may have potentially causal protective effect on the onset and hospitalization of COPD. Reducing smoking, obesity and preventing allergic reactions are candidate approaches to prevent COPD, especially in individuals with lower levels of education.
期刊介绍:
An international, peer-reviewed journal of therapeutics and pharmacology focusing on concise rapid reporting of clinical studies and reviews in COPD. Special focus will be given to the pathophysiological processes underlying the disease, intervention programs, patient focused education, and self management protocols. This journal is directed at specialists and healthcare professionals