首页> 外文期刊>The American Journal of Clinical Nutrition: Official Journal of the American Society for Clinical Nutrition >Epicatechin ingested via cocoa products reduces blood pressure in humans: A nonlinear regression model with a Bayesian approach
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Epicatechin ingested via cocoa products reduces blood pressure in humans: A nonlinear regression model with a Bayesian approach

机译:通过可可制品摄入的表儿茶素可降低人体血压:采用贝叶斯方法的非线性回归模型

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Background: Four meta-analyses of randomized controlled trials (RCTs) based on the classical random-effects model showed that cocoa consumption can reduce systolic blood pressure (SBP) and diastolic blood pressure (DBP). Because epicatechin is suggested to be responsible for the treatment effect, changes in blood pressure should depend on the dose of ingested epicatechin, which may explain the between-study differences. Objective: The objective was to quantify the effect of epicatechin ingested via cocoa products on changes in SBP and DBP. Design: A nonlinear meta-regression model was chosen to investigate the impact of the epicatechin dose on changes in SBP and DBP. A Bayesian approach using Markov chain Monte Carlo methods was applied for an appropriate treatment of the nonlinearity. Results: Data from 16 RCTs on SBP and 15 RCTs on DBP were included. The dose of epicatechin ingested via cocoa products influenced the changes in SBP and DBP. The asymptotic limit for the reduction was estimated at -4.6 mm Hg (95% CI: -5.4, -3.9 mm Hg) for SBP and at -2.1 mm Hg (95% CI: -2.7, -1.6 mm Hg) for DBP. An intake of 25 mg epicatechin/d led to a mean reduction of -4.1 mm Hg (95% CI: -4.6, -3.6 mm Hg) in SBP and of -2.0 mm Hg (95% CI: -2.4, -1.5 mm Hg) in DBP. Conclusions: Blood pressure reduction by consumption of cocoa products depends on the dose of ingested epicatechin, which explains most of the between-study differences in classical metaanalyses. Similar effects may be achieved by consumption of other foods that are also rich in epicatechin.
机译:背景:基于经典随机效应模型的四项随机对照试验(RCT)荟萃分析显示,食用可可可降低收缩压(SBP)和舒张压(DBP)。由于建议使用表儿茶素来负责治疗效果,因此血压的变化应取决于所摄入表儿茶素的剂量,这可以解释研究之间的差异。目的:目的是量化通过可可制品摄入的表儿茶素对SBP和DBP变化的影响。设计:选择非线性Meta回归模型来研究表儿茶素剂量对SBP和DBP变化的影响。使用马尔可夫链蒙特卡罗方法的贝叶斯方法被用于非线性的适当处理。结果:包括来自SBP的16个RCT和DBP的15个RCT的数据。通过可可制品摄入的表儿茶素的剂量影响了SBP和DBP的变化。对于SBP,减少的渐近极限估计为-4.6 mm Hg(95%CI:-5.4,-3.9 mm Hg),对于DBP,估计为-2.1 mm Hg(95%CI:-2.7,-1.6 mm Hg)。每天摄入25 mg表儿茶素会导致SBP平均降低-4.1 mm Hg(95%CI:-4.6,-3.6 mm Hg)和-2.0 mm Hg(95%CI:-2.4,-1.5 mm Hg)。结论:通过食用可可制品而降低的血压取决于摄入的表儿茶素的剂量,这解释了经典荟萃分析中大多数研究之间的差异。食用其他富含表儿茶素的食物也可以达到类似的效果。

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