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ORIGINAL RESEARCH article

Front. Cardiovasc. Med.

Sec. Cardiovascular Epidemiology and Prevention

Volume 12 - 2025 | doi: 10.3389/fcvm.2025.1607399

"Obesity, metabolic abnormalities and low-grade inflammation: differencial associations with subclinical atherosclerosis"

Provisionally accepted
SERGIO  GONZALEZSERGIO GONZALEZ1*Maximo  Agustin SchiavoneMaximo Agustin Schiavone2,3Federico  PineroFederico Pinero4Renzo  MelchioriRenzo Melchiori1Noelia  BrenzoniNoelia Brenzoni1Guido  GarciaGuido Garcia1Pamela  AlarconPamela Alarcon1Fabian  FerroniFabian Ferroni1Sergio  BarattaSergio Baratta5Carlos  CastellaroCarlos Castellaro1
  • 1Cardiometabolic Unit, Cardiology Department, Austral University Hospital, Pilar, Argentina
  • 2Bariatric and Metabolic Surgery Department, Austral University Hospital, Pilar, Argentina
  • 3Developmental Biology & Regenerative Medicine Lab, Institute for Research in Translational Medicine, Austral University, Pilar, Argentina
  • 4Liver Transplant Unit, Hepatology, Austral University Hospital, Pilar, Argentina
  • 5Cardiology Department, Austral University Hospital, Pilar, Argentina

The final, formatted version of the article will be published soon.

Background & Aims: Obesity is associated with an increased risk of atherosclerosis, though recent evidence shows conflicting results. This study aimed to evaluate whether obesity or its association with metabolic abnormalities (MAs) and low-grade inflammation play a more significant role in atherosclerosis development in a primary care population.A cross-sectional study using data from the Cardiometabolic Risk Factor Registry (CARFARE) at Hospital Universitario Austral included adults undergoing their first healthcare visit for primary cardiovascular prevention. Participants were classified into four groups: metabolically healthy non-obese (MHNO), metabolically healthy obese (MHO), metabolically unhealthy non-obese (MUNO), and metabolically unhealthy obese (MUO), according to the BioShare-EU criteria and body mass index. MAs were defined by the same criteria. Inflammation was estimated through absolute Neutrophil (NEU) count. Atherosclerosis prevalence was analyzed using univariate analysis and multivariable logistic regression models.Results: Among 6,735 participants, 23.3% were MHNO, 3.13% MHO, 45.6% MUNO, and 27.9% MUO. MHO subjects were 10.1% of the obese population. In univariate analysis, atherosclerosis prevalence was higher in obese than non-obese individuals (57.1% vs. 52.0%, p=0.001), but lower in MHNO and MHO compared to MUNO and MUO groups (33.1% and 34.4% vs. 60.4% and 59.5%, p<0.0001). In multivariate regressions, these latter groups presented an increased adjusted odds ratio (aOR) of atherosclerosis compared to MHNO, while atherosclerosis prevalence was no different between the MHO and MHNO groups [aOR: 0.77 (95% CI 0.54-1.10)]. Moreover, in a second logistic regression model, MAs [aOR: 1.82 (95% CI:1.58-2.10)] and NEU were independently associated with atherosclerosis [aOR: 1.08 (95% CI:1.03-1.14)], while obesity was not [aOR: 0.88 (95% CI: 0.77-1.01)].In this primary care population, the MHO phenotype was not associated with increased atherosclerosis. MAs and inflammation, rather than obesity alone, were independently associated with atherosclerosis. These findings highlight the need for further longitudinal studies to clarify the interactions between obesity and metabolic health in atherosclerosis development.

Keywords: Metabolically healthy obesity, Body Mass Index, metabolic, Atherosclerosis, Inflammation

Received: 07 Apr 2025; Accepted: 25 Aug 2025.

Copyright: © 2025 GONZALEZ, Schiavone, Pinero, Melchiori, Brenzoni, Garcia, Alarcon, Ferroni, Baratta and Castellaro. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence: SERGIO GONZALEZ, Cardiometabolic Unit, Cardiology Department, Austral University Hospital, Pilar, Argentina

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