Jesús Iturralde-Iriso, Aitana Lertxundi-Manterola, Iosu Delgado-Naranjo, Alfonso Barquilla-García, Rafael Manuel Micó-Pérez, José Polo-García, Sonsoles M Velilla-Zancada, Naiara Cubelos-Fernández, Antonio Segura-Fragoso, Leovigildo Ginel-Mendoza, Vicente Pallares-Carratala, Miguel A Prieto-Díaz, Sergio Cinza-Sanjurjo, Vicente Martín-Sanchez
{"title":"Estimation of the population atributable fraction due a to excess body fat in primary care patients: IBERICAN study.","authors":"Jesús Iturralde-Iriso, Aitana Lertxundi-Manterola, Iosu Delgado-Naranjo, Alfonso Barquilla-García, Rafael Manuel Micó-Pérez, José Polo-García, Sonsoles M Velilla-Zancada, Naiara Cubelos-Fernández, Antonio Segura-Fragoso, Leovigildo Ginel-Mendoza, Vicente Pallares-Carratala, Miguel A Prieto-Díaz, Sergio Cinza-Sanjurjo, Vicente Martín-Sanchez","doi":"10.1016/j.pcd.2025.02.009","DOIUrl":null,"url":null,"abstract":"<p><p>The burden of disease attributable to excess body fat (EBF) in type 2 diabetes mellitus (T2DM) may be underestimated due to problems correlating BMI with body fat. The aim of this study is to compare the population attributable fraction (PAF) of EBF in T2DM assessed with various parameters.</p><p><strong>Material and methods: </strong>Prevalence study based on the baseline visit of the IBERICAN study. Mixed unconditional logistic regression models were used to estimate the risk of T2DM for the various categories of BMI, of the estimation of EBF according to the CUN-BAE (Clínica Universidad de Navarra-Body Adiposity Estimator) and of waist circumference (WC), stratifying by sex. The PAF was calculated for each of the EBF estimates.</p><p><strong>Results: </strong>A total of 7752 patients from IBERICAN study were eligible, of them 1536 (19.8 %) achieved T2DM criterion, The prevalence of diabetes was higher in men, in those with a lower level of education, and in those who reported a low level of physical activity. Subjects with diabetes were older, had a higher BMI, a higher CUN-BAE-estimated body fat percentage (eBFP) and a higher waist circumference. One in three cases T2DM risk was attributed to elevated BMI, whereas in the CUN-BAE case it was attributed to 9 out of 10 men and 2 out of 3 women. One out of two cases of T2DM in women, and less in men, was attributed to an excess WC.</p><p><strong>Conclusions: </strong>The burden of disease attributable to EBF in the case of T2DM may be underestimated. Therefore, EBF should be used, together with BMI, WC -especially in women-, and the CUN-BAE to better estimate the risk of T2DM and to adapt dietary or lifestyle recommendations in daily clinical practice.</p>","PeriodicalId":94177,"journal":{"name":"Primary care diabetes","volume":" ","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2025-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Primary care diabetes","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1016/j.pcd.2025.02.009","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
The burden of disease attributable to excess body fat (EBF) in type 2 diabetes mellitus (T2DM) may be underestimated due to problems correlating BMI with body fat. The aim of this study is to compare the population attributable fraction (PAF) of EBF in T2DM assessed with various parameters.
Material and methods: Prevalence study based on the baseline visit of the IBERICAN study. Mixed unconditional logistic regression models were used to estimate the risk of T2DM for the various categories of BMI, of the estimation of EBF according to the CUN-BAE (Clínica Universidad de Navarra-Body Adiposity Estimator) and of waist circumference (WC), stratifying by sex. The PAF was calculated for each of the EBF estimates.
Results: A total of 7752 patients from IBERICAN study were eligible, of them 1536 (19.8 %) achieved T2DM criterion, The prevalence of diabetes was higher in men, in those with a lower level of education, and in those who reported a low level of physical activity. Subjects with diabetes were older, had a higher BMI, a higher CUN-BAE-estimated body fat percentage (eBFP) and a higher waist circumference. One in three cases T2DM risk was attributed to elevated BMI, whereas in the CUN-BAE case it was attributed to 9 out of 10 men and 2 out of 3 women. One out of two cases of T2DM in women, and less in men, was attributed to an excess WC.
Conclusions: The burden of disease attributable to EBF in the case of T2DM may be underestimated. Therefore, EBF should be used, together with BMI, WC -especially in women-, and the CUN-BAE to better estimate the risk of T2DM and to adapt dietary or lifestyle recommendations in daily clinical practice.