The influence of gender and waist circumference in the association of body fat with cardiometabolic diseases

Abstract Background The link between obesity and cardiometabolic risk has been well recognized. We investigated the association between body fat percentage (BF%), as an appropriate indicator of obesity, and prevalence of cardiometabolic diseases using baseline data of Fasa PERSIAN cohort study. Meth...

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Main Authors: Milad Bagheri, Mehran Nouri, Ali Kohanmoo, Reza Homayounfar, Masoumeh Akhlaghi
Format: Article
Language:English
Published: BMC 2025-01-01
Series:BMC Nutrition
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Online Access:https://doi.org/10.1186/s40795-024-00931-0
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author Milad Bagheri
Mehran Nouri
Ali Kohanmoo
Reza Homayounfar
Masoumeh Akhlaghi
author_facet Milad Bagheri
Mehran Nouri
Ali Kohanmoo
Reza Homayounfar
Masoumeh Akhlaghi
author_sort Milad Bagheri
collection DOAJ
description Abstract Background The link between obesity and cardiometabolic risk has been well recognized. We investigated the association between body fat percentage (BF%), as an appropriate indicator of obesity, and prevalence of cardiometabolic diseases using baseline data of Fasa PERSIAN cohort study. Methods The cross-sectional study was performed on data obtained at the first phase of the Fasa cohort study in Iran (n = 4658: M/F: 2154/2504). Anthropometric characteristics, blood pressure, cardiometabolic biomarkers, and body fat content were measured. Information on demographic and lifestyle factors, and history of cardiometabolic diseases (metabolic syndrome, type 2 diabetes, non-alcoholic fatty liver disease (NAFLD), and myocardial infarction) was obtained. Results Cardiometabolic risk factors (body mass index, waist circumference, blood pressure, blood glucose and lipids) had an inverse association with BF% tertiles in both sexes. Women had a higher BF% and prevalence of metabolic diseases than men, but men demonstrated stronger associations between BF% and cardiometabolic diseases. In both sexes, the association between BF% and metabolic syndrome and NAFLD was stronger than that between BF% and diabetes and myocardial infarction. Addition of waist circumference to the confounders either weakened (for NAFLD and metabolic syndrome) or faded (for type 2 diabetes and myocardial infarction) the relationship of BF% and cardiometabolic diseases. Conclusion Strategies to decrease body fat may be effective in ameliorating the risk of milder metabolic diseases, such as metabolic syndrome, but interventions to decrease abdominal fat (estimated by waist circumference) may be more effective in preventing more serious metabolic disorders such as type 2 diabetes and myocardial infarction.
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spelling doaj-art-36a66c6a3ff647ad979436dbaa916cf12025-02-02T12:12:21ZengBMCBMC Nutrition2055-09282025-01-0111111010.1186/s40795-024-00931-0The influence of gender and waist circumference in the association of body fat with cardiometabolic diseasesMilad Bagheri0Mehran Nouri1Ali Kohanmoo2Reza Homayounfar3Masoumeh Akhlaghi4Department of Community Nutrition, School of Nutrition and Food Sciences, Shiraz University of Medical SciencesDepartment of Community Nutrition, School of Nutrition and Food Sciences, Shiraz University of Medical SciencesDepartment of Community Nutrition, School of Nutrition and Food Sciences, Shiraz University of Medical SciencesNon-communicable Diseases Research Center, Fasa University of Medical SciencesDepartment of Community Nutrition, School of Nutrition and Food Sciences, Shiraz University of Medical SciencesAbstract Background The link between obesity and cardiometabolic risk has been well recognized. We investigated the association between body fat percentage (BF%), as an appropriate indicator of obesity, and prevalence of cardiometabolic diseases using baseline data of Fasa PERSIAN cohort study. Methods The cross-sectional study was performed on data obtained at the first phase of the Fasa cohort study in Iran (n = 4658: M/F: 2154/2504). Anthropometric characteristics, blood pressure, cardiometabolic biomarkers, and body fat content were measured. Information on demographic and lifestyle factors, and history of cardiometabolic diseases (metabolic syndrome, type 2 diabetes, non-alcoholic fatty liver disease (NAFLD), and myocardial infarction) was obtained. Results Cardiometabolic risk factors (body mass index, waist circumference, blood pressure, blood glucose and lipids) had an inverse association with BF% tertiles in both sexes. Women had a higher BF% and prevalence of metabolic diseases than men, but men demonstrated stronger associations between BF% and cardiometabolic diseases. In both sexes, the association between BF% and metabolic syndrome and NAFLD was stronger than that between BF% and diabetes and myocardial infarction. Addition of waist circumference to the confounders either weakened (for NAFLD and metabolic syndrome) or faded (for type 2 diabetes and myocardial infarction) the relationship of BF% and cardiometabolic diseases. Conclusion Strategies to decrease body fat may be effective in ameliorating the risk of milder metabolic diseases, such as metabolic syndrome, but interventions to decrease abdominal fat (estimated by waist circumference) may be more effective in preventing more serious metabolic disorders such as type 2 diabetes and myocardial infarction.https://doi.org/10.1186/s40795-024-00931-0Body fat percentageWaist circumferenceMetabolic syndromeNon-alcoholic fatty liver disease (NAFLD)DiabetesMyocardial infarction
spellingShingle Milad Bagheri
Mehran Nouri
Ali Kohanmoo
Reza Homayounfar
Masoumeh Akhlaghi
The influence of gender and waist circumference in the association of body fat with cardiometabolic diseases
BMC Nutrition
Body fat percentage
Waist circumference
Metabolic syndrome
Non-alcoholic fatty liver disease (NAFLD)
Diabetes
Myocardial infarction
title The influence of gender and waist circumference in the association of body fat with cardiometabolic diseases
title_full The influence of gender and waist circumference in the association of body fat with cardiometabolic diseases
title_fullStr The influence of gender and waist circumference in the association of body fat with cardiometabolic diseases
title_full_unstemmed The influence of gender and waist circumference in the association of body fat with cardiometabolic diseases
title_short The influence of gender and waist circumference in the association of body fat with cardiometabolic diseases
title_sort influence of gender and waist circumference in the association of body fat with cardiometabolic diseases
topic Body fat percentage
Waist circumference
Metabolic syndrome
Non-alcoholic fatty liver disease (NAFLD)
Diabetes
Myocardial infarction
url https://doi.org/10.1186/s40795-024-00931-0
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