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- Title
Nutrient pattern analysis of mineral based, simple sugar based, and fat based diets and risk of metabolic syndrome: a comparative nutrient panel.
- Authors
Nikniaz, Leila; Mahmudiono, Trias; Jasim, Saade Abdalkareem; Vajdi, Mahdi; Thangavelu, Lakshmi; Farhangi, Mahdieh Abbasalizad
- Abstract
Background: Although there is growing evidence on the association between nutrient patterns and metabolic risk factors, very little is known about the relationship between nutrient patterns and metabolic syndrome (MetS). The aim of this study was to examine the associations of nutrient patterns with MetS among apparently healthy obese adults living in Tabriz, Iran. Methods: Three hundred and forty-seven apparently healthy obese (BMI ≥ 30 kg/m2) adults aged 20–50 years were included in this cross-sectional study. Dietary intake of 38 nutrients was assessed by a validated semi-quantitative food frequency questionnaire (FFQ) of 132 food items. Nutrient patterns were determined using factor analysis. The MetS was defined based on the guidelines of the National Cholesterol Education Program Adult Treatment Panel III (ATP III). Results: Three major nutrient patterns were extracted: "Mineral based pattern", "Simple sugar based pattern" and "Fat based pattern". There was no significant association between nutrient patterns and MetS, in the crude model even after adjusting for confounders. There was a significant difference between quartiles in the mineral based pattern for free mass (FFM), diastolic blood pressure (DBP), large Waist circumference (WC) and Waist-to-hip ratio (WHR). In the simple sugar based pattern, we observed a significant association for SBP, DBP, and triglyceride (TG) levels. In addition, the fat based pattern was positively associated with BMI, and weight. Conclusions: We did not observe any significant association of nutrient patterns with the risk of MetS amongst the apparently healthy obese adult's population. Whereas we confirmed the deleterious effect of the simple sugar and fat based patterns on several metabolic risk factors, our findings also showed that the mineral based pattern is related to healthier metabolic factors in an Iranian population. These results should be approved by future studies to recognize any causal relationship between adherence to specific nutrient patterns and MetS.
- Subjects
IRAN; METABOLIC syndrome risk factors; OBESITY; FOOD habits; TRIGLYCERIDES; MONOSACCHARIDES; CROSS-sectional method; NUTRITIONAL requirements; RISK assessment; WAIST-hip ratio; QUESTIONNAIRES; FACTOR analysis; WAIST circumference; METABOLIC syndrome; MINERALS; BODY mass index; DIETARY fats
- Publication
BMC Endocrine Disorders, 2022, Vol 22, Issue 1, p1
- ISSN
1472-6823
- Publication type
Article
- DOI
10.1186/s12902-022-00963-2