Yang Qiwen, Yuan Yue, Lyu Diyang, Zhuang Rui, Xue Donghua, Niu Chaofeng, Ma Liyong, Zhang Lijing
Graduate School, Beijing University of Chinese Medicine, Beijing, China.
Department of Cardiology, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, China.
Front Nutr. 2024 Jul 25;11:1405353. doi: 10.3389/fnut.2024.1405353. eCollection 2024.
Coffee contains many bioactive compounds, and its inconsistent association with subclinical atherosclerosis has been reported in observational studies. In this Mendelian randomization study, we investigated whether genetically predicted coffee consumption is associated with subclinical atherosclerosis, as well as the role of potential mediators.
We first conducted a two-sample Mendelian randomization analysis to examine the causal effect of coffee and its subtypes on subclinical atherosclerosis inferred from coronary artery calcification (CAC). Next, the significant results were validated using another independent dataset. Two-step Mendelian randomization analyses were utilized to evaluate the causal pathway from coffee to subclinical atherosclerosis through potential mediators, including blood pressure, blood lipids, body mass index, and glycated hemoglobin. Mendelian randomization analyses were performed using the multiplicative random effects inverse-variance weighted method as the main approach, followed by a series of complementary methods and sensitivity analyses.
Coffee, filtered coffee, and instant coffee were associated with the risk of CAC (β = 0.79, 95% CI: 0.12 to 1.47, = 0.022; β = 0.66, 95% CI: 0.17 to 1.15, = 0.008; β = 0.66, 95% CI: 0.20 to 1.13, = 0.005; respectively). While no significant causal relationship was found between decaffeinated coffee and CAC (β = -1.32, 95% CI: -2.67 to 0.04, = 0.056). The association between coffee and CAC was validated in the replication analysis (β = 0.27, 95% CI: 0.07 to 0.48, = 0.009). Body mass index mediated 39.98% of the effect of coffee on CAC (95% CI: 9.78 to 70.19%, = 0.009), and 5.79% of the effect of instant coffee on CAC (95% CI: 0.54 to 11.04%, = 0.030).
Our study suggests that coffee other than decaffeinated coffee increases the risk of subclinical atherosclerosis inferred from CAC. Body mass index mediated 39.98 and 5.79% of the causal effects of coffee and instant coffee on CAC, respectively. Coffee should be consumed with caution, especially in individuals with established cardiovascular risk factors, and decaffeinated coffee appears to be a safer choice.
咖啡含有多种生物活性化合物,观察性研究报告了其与亚临床动脉粥样硬化的关联不一致。在这项孟德尔随机化研究中,我们调查了基因预测的咖啡摄入量是否与亚临床动脉粥样硬化相关,以及潜在中介因素的作用。
我们首先进行了一项两样本孟德尔随机化分析,以检验咖啡及其亚型对从冠状动脉钙化(CAC)推断出的亚临床动脉粥样硬化的因果效应。接下来,使用另一个独立数据集对显著结果进行验证。采用两步孟德尔随机化分析来评估从咖啡到亚临床动脉粥样硬化通过潜在中介因素(包括血压、血脂、体重指数和糖化血红蛋白)的因果途径。孟德尔随机化分析主要采用乘性随机效应逆方差加权法,随后进行一系列补充方法和敏感性分析。
咖啡、过滤咖啡和速溶咖啡与CAC风险相关(β = 0.79,95%CI:0.12至1.47,P = 0.022;β = 0.66,95%CI:0.17至1.15,P = 0.008;β = 0.66,95%CI:0.20至1.13,P = 0.005)。而脱咖啡因咖啡与CAC之间未发现显著因果关系(β = -1.32,95%CI:-2.67至0.04,P = 0.056)。咖啡与CAC之间的关联在重复分析中得到验证(β = 0.27,95%CI:0.07至0.48,P = 0.009)。体重指数介导了咖啡对CAC效应的39.98%(95%CI:9.78至70.19%,P = 0.009),以及速溶咖啡对CAC效应的5.79%(95%CI:0.54至11.04%,P = 0.030)。
我们的研究表明,除脱咖啡因咖啡外,咖啡会增加从CAC推断出的亚临床动脉粥样硬化风险。体重指数分别介导了咖啡和速溶咖啡对CAC因果效应的39.98%和5.79%。饮用咖啡应谨慎,尤其是对于已有心血管危险因素的个体,脱咖啡因咖啡似乎是更安全的选择。