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. 2025 Feb 24:14:e19.
doi: 10.1017/jns.2024.65. eCollection 2025.

Association between healthy beverage index and healthy beverage score with metabolic syndrome: a cross-sectional study

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Association between healthy beverage index and healthy beverage score with metabolic syndrome: a cross-sectional study

Kimia Leilami et al. J Nutr Sci. .

Abstract

Metabolic syndrome (MetS) is a widespread and complex health disorder. Dietary habits and consumption of simple sugars have been shown to play an important role in the prevention and treatment of MetS. This cross-sectional study was conducted in a population of 3380 adults from the Shiraz University of Medical Sciences (SUMS) employees' health cohort. The healthy beverage index (HBI) and healthy beverage score (HBS) were calculated. Risk for MetS and its components, including blood pressure, fasting blood glucose, waist circumference, triglyceride levels, and high-density lipoprotein cholesterol, were measured using standardised protocols. Results showed a significant inverse association between higher adherence to HBI (OR = 0.60, 95% CI: 0.48-0.74, P < 0.001) and HBS (OR = 0.80, 95% CI: 0.65-0.97, P = 0.030) with lower risk of MetS. Also, we observed a significant association between higher level of HBI and HBS with decreased risk of hypertension, as a critical component of MetS. These findings support the notion that healthier beverage consumption, as indicated by higher HBI and HBS levels, may play a critical role in reducing the risk of MetS.

Keywords: ANP, Atrial natriuretic peptide; ATP III, Adult Treatment Panel III; BMI, Body Mass Index; CVD, Cardiovascular Disease; FFQ, Food Frequency Questionnaire; HBI, Healthy Beverage Index; HBS, Healthy Beverage Score; HC, Hip Circumference; HDL, High-Density Lipoprotein; Healthy beverage index; Healthy beverage score; IPAQ, International Physical Activity Questionnaire; MetS, Metabolic Syndrome; Metabolic syndrome; NCEP, National Cholesterol Education Program; PCA, Principal Component Analysis; SES, Socioeconomic Status; SSB, Sugar-Sweetened Beverage; SUMS, Shiraz University of Medical Sciences; T2D, Type 2 Diabetes; WC, Waist Circumference; WI, Well-Being Index.

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Conflict of interest statement

Dr. Masoumi, the corresponding author of this article, also served as the principal designer of the Shiraz University of Medical Sciences Environmental Health Cohort Study (SUMS EHCS). This dual role as both the corresponding author and the study designer may present a potential conflict of interest. However, steps have been taken to ensure that the study design, data collection, analysis, and interpretation of the results were conducted with the utmost integrity and transparency, independent of any personal interests.

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