MRC Integrative Epidemiology Unit, University of Bristol, Bristol, UK
Population Health Sciences, Bristol Medical School, University of Bristol, Oakfield House, Oakfield Grove, Bristol, BS8 2BN, UK.
BMJ. 2019 May 22;365:l1855. doi: 10.1136/bmj.l1855.
To investigate the role of body mass index (BMI), systolic blood pressure, and smoking behaviour in explaining the effect of education on the risk of cardiovascular disease outcomes.
Mendelian randomisation study.
UK Biobank and international genome-wide association study data.
Predominantly participants of European ancestry.
Educational attainment, BMI, systolic blood pressure, and smoking behaviour in observational analysis, and randomly allocated genetic variants to instrument these traits in mendelian randomisation.
The risk of coronary heart disease, stroke, myocardial infarction, and cardiovascular disease (all subtypes; all measured in odds ratio), and the degree to which this is mediated through BMI, systolic blood pressure, and smoking behaviour respectively.
Each additional standard deviation of education (3.6 years) was associated with a 13% lower risk of coronary heart disease (odds ratio 0.86, 95% confidence interval 0.84 to 0.89) in observational analysis and a 37% lower risk (0.63, 0.60 to 0.67) in mendelian randomisation analysis. As a proportion of the total risk reduction, BMI was estimated to mediate 15% (95% confidence interval 13% to 17%) and 18% (14% to 23%) in the observational and mendelian randomisation estimates, respectively. Corresponding estimates were 11% (9% to 13%) and 21% (15% to 27%) for systolic blood pressure and 19% (15% to 22%) and 34% (17% to 50%) for smoking behaviour. All three risk factors combined were estimated to mediate 42% (36% to 48%) and 36% (5% to 68%) of the effect of education on coronary heart disease in observational and mendelian randomisation analyses, respectively. Similar results were obtained when investigating the risk of stroke, myocardial infarction, and cardiovascular disease.
BMI, systolic blood pressure, and smoking behaviour mediate a substantial proportion of the protective effect of education on the risk of cardiovascular outcomes and intervening on these would lead to reductions in cases of cardiovascular disease attributable to lower levels of education. However, more than half of the protective effect of education remains unexplained and requires further investigation.
探讨体重指数(BMI)、收缩压和吸烟行为在多大程度上可以解释教育程度对心血管疾病结局风险的影响。
孟德尔随机化研究。
英国生物银行和国际全基因组关联研究数据。
主要为欧洲血统的参与者。
在观察性分析中评估教育程度、BMI、收缩压和吸烟行为,并用孟德尔随机化方法将随机分配的遗传变异作为这些特征的工具。
冠心病、中风、心肌梗死和心血管疾病(所有亚型;均以比值比衡量)的风险,以及 BMI、收缩压和吸烟行为各自分别在多大程度上介导了这种风险。
在观察性分析中,每增加一个标准差的教育程度(3.6 年),冠心病的风险降低 13%(比值比 0.86,95%置信区间 0.84 至 0.89),而在孟德尔随机化分析中,冠心病的风险降低 37%(0.63,0.60 至 0.67)。从总风险降低的比例来看,BMI 估计分别占观察性和孟德尔随机化估计值的 15%(95%置信区间 13%至 17%)和 18%(14%至 23%)。相应的估计值分别为 11%(9%至 13%)和 21%(15%至 27%)用于收缩压,以及 19%(15%至 22%)和 34%(17%至 50%)用于吸烟行为。这三个危险因素综合起来,估计分别占观察性和孟德尔随机化分析中教育程度对冠心病影响的 42%(36%至 48%)和 36%(5%至 68%)。在研究中风、心肌梗死和心血管疾病的风险时,也得到了类似的结果。
BMI、收缩压和吸烟行为在多大程度上可以解释教育程度对心血管疾病结局风险的保护作用,干预这些因素将导致心血管疾病病例减少,归因于教育程度较低。然而,教育程度的保护作用仍有一半以上无法解释,需要进一步研究。