Barad Alexa, Clark Andrew G, O'Brien Kimberly O, Pressman Eva K
Division of Nutritional Sciences, Cornell University, Ithaca, New York, USA.
Department of Molecular Biology and Genetics, Cornell University, Ithaca, New York, USA.
medRxiv. 2024 Feb 6:2024.02.05.24302373. doi: 10.1101/2024.02.05.24302373.
Mendelian randomization (MR) studies suggest a causal effect of iron (Fe) status on cardiovascular disease (CVD) risk, but it is unknown if these associations are confounded by pleiotropic effects of the instrumental variables (IV) on CVD risk factors. We aimed to investigate the effect of Fe status on CVD risk controlling for CVD risk factors.
Fe biomarker IVs (total Fe binding capacity (TIBC, =208,422), transferrin saturation (TSAT, =198,516), serum Fe (SI, =236,612), ferritin (=257,953)) were selected from a European GWAS meta-analysis. We performed two-sample univariate (UV) MR of each Fe trait on CVD outcomes (all-cause ischemic stroke (IS), cardioembolic IS (CES), large artery IS (LAS), small vessel IS (SVS), and coronary heart disease (CHD)) from MEGASTROKE (=440,328) and CARDIoGRAMplusC4D (=183,305). We then implemented multivariate (MV) MR conditioning on six CVD risk factors from independent European samples to evaluate their potential confounding and/or mediating effects on the observed Fe-CVD associations.
With UVMR analyses, we found higher genetically predicted Fe status to be associated with a greater risk of CES (TSAT: OR 1.17 [95%CI 1.03, 1.33], SI: OR 1.21 [ 95%CI 1.02, 1.44]; TIBC: OR 0.81 [95%CI 0.69, 0.94]). The detrimental effects of Fe status on CES risk remained unaffected when adjusting for CVD risk factors (all <0.05). Additionally, we found diastolic blood pressure (DBP) to mediate between 7.1-8.8% of the total effect of Fe status on CES incidence. While UVMR initially suggested a protective effect of Fe status on LAS and CHD, MVMR analyses factoring CVD risk factors revealed a complete annulment of this perceived protective effect (all >0.05).
Higher Fe status was associated with a greater risk of CES independent of CVD risk factors, and this effect was partly mediated by DBP. These findings support a role of Fe status as a modifiable risk factor for CES.
孟德尔随机化(MR)研究表明铁(Fe)状态对心血管疾病(CVD)风险有因果效应,但尚不清楚这些关联是否会因工具变量(IV)对CVD危险因素的多效性作用而产生混杂。我们旨在研究控制CVD危险因素时Fe状态对CVD风险的影响。
从一项欧洲全基因组关联研究(GWAS)荟萃分析中选择Fe生物标志物IV(总铁结合力(TIBC,n = 208,422)、转铁蛋白饱和度(TSAT,n = 198,516)、血清铁(SI,n = 236,612)、铁蛋白(n = 257,953))。我们对来自MEGASTROKE(n = 440,328)和CARDIoGRAMplusC4D(n = 183,305)的CVD结局(全因缺血性卒中(IS)、心源性栓塞性IS(CES)、大动脉IS(LAS)、小血管IS(SVS)和冠心病(CHD))进行了每个Fe性状的两样本单变量(UV)MR分析。然后,我们对来自独立欧洲样本的六个CVD危险因素进行多变量(MV)MR分析,以评估它们对观察到的Fe-CVD关联的潜在混杂和/或中介作用。
通过UVMR分析,我们发现遗传预测的较高Fe状态与CES风险增加相关(TSAT:比值比(OR)1.17 [95%置信区间(CI)1.03, 1.33],SI:OR 1.21 [95%CI 1.02, 1.44];TIBC:OR 0.81 [95%CI 0.69, 0.94])。调整CVD危险因素后,Fe状态对CES风险的有害影响仍然不受影响(所有P<0.05)。此外,我们发现舒张压(DBP)介导了Fe状态对CES发病率总效应的7.1 - 8.8%。虽然UVMR最初表明Fe状态对LAS和CHD有保护作用,但考虑CVD危险因素的MVMR分析显示这种感知的保护作用完全消失(所有P>0.05)。
较高的Fe状态与CES风险增加相关,且独立于CVD危险因素,这种效应部分由DBP介导。这些发现支持Fe状态作为CES的一个可改变危险因素的作用。