Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou, China.
The Second Clinical Medical School, Nanchang University, Nanchang, China.
Respir Res. 2024 Mar 6;25(1):115. doi: 10.1186/s12931-024-02722-4.
Respiratory diseases are a major health burden, and educational inequalities may influence disease prevalence. We aim to evaluate the causal link between educational attainment and respiratory disease, and to determine the mediating influence of several known modifiable risk factors.
We conducted a two-step, two-sample Mendelian randomization (MR) analysis using summary statistics from genome-wide association studies (GWAS) and single nucleotide polymorphisms (SNPs) as instrumental variables for educational attainment and respiratory diseases. Additionally, we performed a multivariable MR analysis to estimate the direct causal effect of each exposure variable included in the analysis on the outcome, conditional on the other exposure variables included in the model. The mediating roles of body mass index (BMI), physical activity, and smoking were also assessed.
MR analyses provide evidence of genetically predicted educational attainment on the risk of FEV1 (β = 0.10, 95% CI 0.06, 0.14), FVC (β = 0.12, 95% CI 0.07, 0.16), FEV1/FVC (β = - 0.005, 95% CI - 0.05, 0.04), lung cancer (OR = 0.54, 95% CI 0.45, 0.65) and asthma (OR = 0.86, 95% CI 0.78, 0.94). Multivariable MR dicated the effect of educational attainment on FEV1 (β = 0.10, 95% CI 0.04, 0.16), FVC (β = 0.07, 95% CI 0.01, 0.12), FEV1/FVC (β = 0.07, 95% CI 0.01, 0.01), lung cancer (OR = 0.55, 95% CI 0.42, 0.71) and asthma (OR = 0.88, 95% CI 0.78, 0.99) persisted after adjusting BMI and cigarettes per day. Of the 23 potential risk factors, BMI, smoking may partially mediate the relationship between education and lung disease.
High levels of educational attainment have a potential causal protective effect on respiratory diseases. Reducing smoking and adiposity may be a target for the prevention of respiratory diseases attributable to low educational attainment.
呼吸疾病是一个主要的健康负担,教育不平等可能影响疾病的流行率。我们旨在评估教育程度与呼吸疾病之间的因果关系,并确定几个已知的可改变的风险因素的中介作用。
我们使用全基因组关联研究(GWAS)和单核苷酸多态性(SNP)的汇总统计数据,进行了两步骤、两样本孟德尔随机化(MR)分析,将其作为教育程度和呼吸疾病的工具变量。此外,我们进行了多变量 MR 分析,以估计分析中包含的每个暴露变量对结果的直接因果影响,条件是模型中包含的其他暴露变量。还评估了体重指数(BMI)、身体活动和吸烟的中介作用。
MR 分析提供了遗传预测的教育程度对 FEV1(β=0.10,95%置信区间 0.06,0.14)、FVC(β=0.12,95%置信区间 0.07,0.16)、FEV1/FVC(β=-0.005,95%置信区间-0.05,0.04)、肺癌(OR=0.54,95%置信区间 0.45,0.65)和哮喘(OR=0.86,95%置信区间 0.78,0.94)风险的因果关系证据。多变量 MR 分析表明,教育程度对 FEV1(β=0.10,95%置信区间 0.04,0.16)、FVC(β=0.07,95%置信区间 0.01,0.12)、FEV1/FVC(β=0.07,95%置信区间 0.01,0.01)、肺癌(OR=0.55,95%置信区间 0.42,0.71)和哮喘(OR=0.88,95%置信区间 0.78,0.99)的影响仍然存在,调整 BMI 和每天吸烟量后。在 23 个潜在的危险因素中,BMI 和吸烟可能部分介导了教育程度与肺部疾病之间的关系。
高水平的教育程度可能对呼吸疾病有潜在的保护作用。减少吸烟和肥胖可能是预防因教育程度低而导致的呼吸疾病的目标。