Normal-Weight Obesity and an Unfavorable Cardiometabolic Profile: Results from the Study of Workers’ Health (ESAT)

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Authors: Fernando Gomes de Jesus, Alice Pereira Duque, Grazielle Villas Bôas Huguenin, Mauro Felippe Felix Mediano, Maicon Teixeira de Almeida, Carla Christina Ade Caldas, Silvio Rodrigues Marques-Neto, Luiz Fernando Rodrigues
Cited by: 1
References: 42

Abstract

Background: Normal-weight obesity (NWO) is a nutritional status in which individuals have a normal body mass index (BMI) with a high percentage of body fat (%BF). However, the impact of elevated %BF on cardiometabolic risk remains unclear. This study aimed to evaluate whether NWO is associated with worse cardiometabolic risk markers and scores. Methods: We conducted a cross-sectional study using a convenience sample of employees from a public hospital. Participants aged ≥18 years with a BMI between 18.5–24.9 kg/m2 were included in the study. %BF was categorized according to sex and age (InBody720). Normal weight and normal %BF (NWNB) and NWO were defined using cutoff points. Body composition, serum biochemical and inflammatory markers, hemodynamics, and autonomic function were considered cardiometabolic risk markers. The visceral fat area (VFA), atherogenic coefficient (AC), atherogenic index of plasma (AIP), body shape index (ABSI), and Framingham Risk (FR) score were considered cardiometabolic risk scores. Statistical significance was set at p < 0.05. Results: Of the 228 eligible participants, 52 met the inclusion criteria (NWNB, N = 29 and NWO, N = 23). Participants with NWO presented worse values of lipid profiles, anthropometric measurements, hemodynamic parameters, and autonomic function indices. After adjustment for age and sex, NWO remained associated with selected cardiometabolic markers, particularly LDL-c, triglycerides, and autonomic indices, whereas body composition findings should be interpreted as confirmatory of the phenotype. Conclusions: In this cross-sectional secondary analysis, NWO was associated with worse cardiometabolic markers and selected risk scores compared with NWNB. These findings support an unfavorable cardiometabolic profile in individuals with NWO, but do not allow inferences about future cardiometabolic events or causal relationships. Longitudinal studies are needed to clarify its prognostic significance.

Fields of Study & Subjects

Cardiovascular Disease and Adiposity Diabetes Cardiovascular Risks and Lipoproteins Cardiovascular Function and Risk Factors

Publication details

Journal / source
Healthcare
Publisher
MDPI AG
Volume
14
Issue
8
Pages
1008–1008
Publication date
11 April 2026
Language
EN