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7 岁时的饮食模式及其与 10 岁时心血管代谢健康的关系。

Dietary patterns at 7 year-old and their association with cardiometabolic health at 10 year-old.

机构信息

EPIUnit - Instituto de Saúde Pública, Universidade do Porto, Rua das Taipas 135, 4050-600, Porto, Portugal; Departmento de Ciêncas da Saúde Pública e Forenses e Educação Médica, Faculdade de Medicina da Universidade do Porto, Alameda Prof. Hernâni Monteiro, 4200-319, Porto, Portugal.

EPIUnit - Instituto de Saúde Pública, Universidade do Porto, Rua das Taipas 135, 4050-600, Porto, Portugal; Departmento de Ciêncas da Saúde Pública e Forenses e Educação Médica, Faculdade de Medicina da Universidade do Porto, Alameda Prof. Hernâni Monteiro, 4200-319, Porto, Portugal.

出版信息

Clin Nutr. 2020 Apr;39(4):1195-1202. doi: 10.1016/j.clnu.2019.05.007. Epub 2019 May 10.

Abstract

BACKGROUND & AIMS: Diet is usually represented as single foods or dietary patterns not related with a specific outcome, and its cardiometabolic effects at early ages are not clearly understood. This study aims to assess whether dietary patterns derived at 7 years of age have an effect on cardiometabolic health at 10 year-old.

METHODS

This study uses data from the Generation XXI birth cohort (northern Portugal, 2005-2006). Dietary data were collected by a validated food frequency questionnaire at 7 year-old and dietary patterns were previously derived through partial least squares (PLS), principal component analysis and latent class analysis. At 10 year-old, systolic (SBP) and diastolic (DBP) blood pressure were measured, and blood samples were drawn to analyze cardiometabolic parameters. Linear regression coefficients and 99% confidence intervals [βˆ (99% CI)] were computed (covariates: birth weight, gestational age, physical activity, maternal age and education) (n = 3350).

RESULTS

A dietary pattern that explains the BMI z-score at 10 year-old (PLS-1, characterized by the intake of processed meat, energy-dense foods and low in vegetables) was significantly associated with SBP (βˆ = 0.052, 99% CI:0.022; 0.082), DBP (βˆ = 0.043, 99% CI: 0.022; 0.065), triglycerides (βˆ = 0.065, 99% CI: 0.026; 0.104), HDL-cholesterol (βˆ = -0.059, 99% CI: -0.099; -0.019), LDL-cholesterol (βˆ = 0.040, 99% CI: 0.001; 0.080) and HOMA-IR (βˆ = 0.110, 99% CI: 0.071; 0.149). After further adjustment for BMI at 10 year-old, the magnitude of the associations was weakened. No associations were observed between the other derived dietary patterns and cardiometabolic health.

CONCLUSIONS

Adherence at 7 years of age to a dietary pattern rich in energy-dense foods, processed meat and low in vegetables, may increase several cardiometabolic parameters at 10 years of age. BMI at 10 year-old explained part of these effects.

摘要

背景与目的

饮食通常被表示为单一的食物或与特定结果无关的饮食模式,其在年轻时的心脏代谢影响尚不清楚。本研究旨在评估 7 岁时得出的饮食模式是否会对 10 岁时的心脏代谢健康产生影响。

方法

本研究使用了来自 21 世纪出生队列(葡萄牙北部,2005-2006 年)的数据。在 7 岁时通过验证过的食物频率问卷收集饮食数据,并通过偏最小二乘法(PLS)、主成分分析和潜在类别分析预先得出饮食模式。在 10 岁时,测量收缩压(SBP)和舒张压(DBP),抽取血液样本以分析心脏代谢参数。计算线性回归系数和 99%置信区间[βˆ(99%CI)](协变量:出生体重、胎龄、体力活动、母亲年龄和教育)(n=3350)。

结果

一个可解释 10 岁时 BMI z 分数的饮食模式(PLS-1,其特点是摄入加工肉、高热量食物和低蔬菜)与 SBP(βˆ=0.052,99%CI:0.022;0.082)、DBP(βˆ=0.043,99%CI:0.022;0.065)、甘油三酯(βˆ=0.065,99%CI:0.026;0.104)、高密度脂蛋白胆固醇(βˆ=-0.059,99%CI:-0.099;-0.019)、低密度脂蛋白胆固醇(βˆ=0.040,99%CI:0.001;0.080)和 HOMA-IR(βˆ=0.110,99%CI:0.071;0.149)显著相关。进一步调整 10 岁时的 BMI 后,关联的幅度减弱。其他饮食模式与心脏代谢健康之间没有观察到关联。

结论

7 岁时摄入富含高热量食物、加工肉和低蔬菜的饮食模式可能会增加 10 岁时的多个心脏代谢参数。10 岁时的 BMI 解释了其中的部分影响。

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