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在营养成分模型中,用游离糖取代总糖是否能提高其性能?来自PREDISE研究的横断面分析。

Does the Inclusion of Free Sugars as Opposed to Total Sugars in Nutrient Profiling Models Improve Their Performance? A Cross-sectional Analysis From the PREDISE Study.

作者信息

Corriveau Alicia, Turcotte Mylène, Bergeron Amélie, Lemieux Simone, Labonté Marie-Ève

机构信息

Centre Nutrition, santé, et société (NUTRISS), Institute of Nutrition and Functional Foods (INAF), Université Laval, Quebec City, Québec, Canada; School of Nutrition, Faculty of Agriculture and Food Sciences, Université Laval, Quebec City, Québec, Canada.

Centre Nutrition, santé, et société (NUTRISS), Institute of Nutrition and Functional Foods (INAF), Université Laval, Quebec City, Québec, Canada.

出版信息

J Nutr. 2025 Jul;155(7):2459-2474. doi: 10.1016/j.tjnut.2025.05.038. Epub 2025 May 24.

Abstract

BACKGROUND

Nutrient profiling (NP) models characterize the healthfulness of foods. Few NP models have been validated, and nutrients included in their algorithm do not always reflect the most recent scientific evidence.

OBJECTIVES

This study aimed 1) to evaluate the validity of NP models against a diet quality measure and cardiometabolic risk factors in French-Canadians and 2) to compare the validity of each model when replacing total sugars by free sugars in their algorithm.

METHODS

The PRÉDicteurs Individuels, Sociaux et Environnementaux cross-sectional study was used to test original and modified versions (i.e., including total or free sugars, respectively) of 3 NP models: Health Star Rating (HSR) system, Nutri-Score, and Nutrient-Rich Food index 6.3. Data from web-based self-administered 24-h recalls completed by 1019 adults were used to calculate energy-weighted NP-derived individual scores for both versions of each model. Associations between individual scores and the Healthy Eating Food Index 2019, as well as 14 biomarkers covering anthropometry, blood pressure, blood lipids, glucose homeostasis, and inflammatory biomarkers, were assessed using multivariable linear models.

RESULTS

Higher quality of foods consumed, as assessed by all 3 original models, was associated with higher Healthy Eating Food Index 2019 (adjusted R: 0.43-0.55), and with lower body mass index (BMI) (β: from -0.16 to +0.48 kg/m; P ≤ 0.0001), diastolic blood pressure (β: -0.08 to +0.30 mm Hg; P ≤ 0.04) and triglycerides (β: -0.01 to +0.02 mmol/L; P ≤ 0.002). Original HSR and Nutri-Score were also associated with lower waist circumference and HOMA-IR, lower insulin (HSR only), and higher HDL cholesterol (Nutri-Score only). Replacing total sugars by free sugars in each model only slightly increased the number of associations observed with biomarkers.

CONCLUSIONS

All 3 models are associated with diet quality and some biomarkers of health status in French-Canadians, although no model outranks the others. Replacing total sugars by free sugars has little to no effect on NP models' performance, therefore not supporting this approach for now.

摘要

背景

营养成分剖析(NP)模型用于描述食物的健康程度。很少有NP模型经过验证,其算法中包含的营养素并不总是能反映最新的科学证据。

目的

本研究旨在1)根据饮食质量指标和心血管代谢风险因素评估NP模型在法裔加拿大人中的有效性,以及2)比较各模型在算法中用游离糖替代总糖后的有效性。

方法

采用“个体、社会和环境预测因素”横断面研究来测试3种NP模型的原始版本和修改版本(即分别包含总糖或游离糖):健康星级评定(HSR)系统、营养评分和营养丰富食物指数6.3。利用1019名成年人通过网络自行完成的24小时饮食回顾数据,计算每个模型两个版本的能量加权NP衍生个体得分。使用多变量线性模型评估个体得分与《2019年健康饮食食物指数》以及14种生物标志物之间的关联,这些生物标志物涵盖人体测量学、血压、血脂、葡萄糖稳态和炎症生物标志物。

结果

所有3种原始模型评估的食物消费质量越高,与《2019年健康饮食食物指数》越高相关(调整后R:0.43 - 0.55),与较低的体重指数(BMI)(β:-0.16至 +0.48 kg/m²;P≤0.0001)、舒张压(β:-0.08至 +0.30 mmHg;P≤0.04)和甘油三酯(β:-0.01至 +0.02 mmol/L;P≤0.002)相关。原始的HSR和营养评分还与较低的腰围和胰岛素抵抗指数、较低的胰岛素(仅HSR)以及较高的高密度脂蛋白胆固醇(仅营养评分)相关。在每个模型中用游离糖替代总糖仅略微增加了与生物标志物观察到的关联数量。

结论

在法裔加拿大人中,所有3种模型都与饮食质量和一些健康状况生物标志物相关,尽管没有一个模型优于其他模型。用游离糖替代总糖对NP模型的性能几乎没有影响,因此目前不支持这种方法。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8464/12308136/8144766173f0/gr1.jpg

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