# Obesity and Beyond: Lifestyle Patterns and Cardiometabolic Burden in High-Risk Patients with Coronary Artery Disease—Moving Toward Personalized Prevention

**Authors:** Dariusz A. Kosior, Karol Kamiński, Zbigniew Gąsior, Marek Styczkiewicz, Aldona Kubica, Katarzyna Charkiewicz-Szeremeta, Józefa Dąbek, Piotr Michalski, Magda Łapińska, Łukasz Maciejewski, Agata Kosobucka-Ozdoba, Daniel Rabczenko, Michał H. Kosior, Piotr Jankowski

PMC · DOI: 10.3390/diseases14020057 · 2026-02-02

## TL;DR

This study shows that obesity is common in high-risk heart patients and is linked to more health issues and worse control of medical risks, highlighting the need for personalized prevention strategies.

## Contribution

The study identifies associations between obesity, age, education, and cardiometabolic risk factors in high-risk cardiovascular patients.

## Key findings

- Obesity is highly prevalent among high-risk cardiovascular patients and is associated with a greater burden of comorbidities.
- Higher BMI correlates with poorer control of medical risk factors but better control of lifestyle-related risk factors.
- Increasing age and BMI are linked to a higher number of risk factors and comorbidities.

## Abstract

Background: Obesity substantially increases cardiovascular risk and contributes to the accumulation of cardiometabolic risk factors. Achieving optimal control of body weight and guideline-recommended targets is essential in high-risk patients, particularly in secondary prevention following acute coronary events. This study aimed to evaluate treatment strategies and lifestyle modifications undertaken by patients with obesity during long-term follow-up. Methods: This analysis included patients enrolled 6–18 months after acute coronary syndrome or coronary revascularization within the multicentre POLASPIRE II study. Standardized EUROASPIRE methodology was applied to collect clinical, anthropometric, and lifestyle-related data. Results: A total of 788 patients (mean age 65.4 ± 8.9 years; 25.8% women) were included, of whom 40.6% had obesity. No significant association between sex and BMI was observed (β = −0.48; 95% CI −1.30 to 0.31; p = 0.20). Increasing age was associated with lower BMI (β = −0.05; 95% CI −0.09 to −0.0001; p = 0.044), and higher education correlated with lower BMI (β = −1.10; 95% CI −2.00 to −0.22; p = 0.015). With advancing age (OR 1.02; 95% CI 1.002–1.033; p = 0.023) and increasing BMI (OR 1.11; 95% CI 1.076–1.138; p = 0.001), the number of risk factors and comorbidities increased. Higher BMI was associated with poorer control of medical risk factors (OR 1.06; 95% CI 1.03–1.10; p < 0.001), whereas patients with higher BMI demonstrated better control of lifestyle-related risk factors (OR 0.95; 95% CI 0.919–0.983; p = 0.003). Conclusions: Obesity is highly prevalent among high-risk cardiovascular patients and is associated with a greater burden of comorbidities and poorer control of medical risk factors. These findings support the need for strengthened, risk-stratified secondary prevention strategies and more personalized therapeutic approaches in patients with obesity.

## Linked entities

- **Diseases:** obesity (MONDO:0011122), coronary artery disease (MONDO:0005010), acute coronary syndrome (MONDO:0005542)

## Full-text entities

- **Diseases:** weight regain (MESH:D055191), adiposity (MESH:D018205), depression (MESH:D003866), smoking (MESH:D015208), Obesity (MESH:D009765), Overweight (MESH:D050177), CAD (MESH:D003324), coronary (MESH:D003323), metabolic dysregulation (MESH:D021081), Abdominal obesity (MESH:D056128), visceral adiposity (MESH:D007418), impaired functional capacity (MESH:D003072), unstable angina (MESH:D000789), injury to (MESH:D014947), inflammatory (MESH:D007249), ACS (MESH:D054058), atherosclerosis (MESH:D050197), CHD (MESH:D003327), Hypertension (MESH:D006973), dyslipidemia (MESH:D050171), Death (MESH:D003643), diabetes (MESH:D003920), acute myocardial infarction (MESH:D009203), anxiety (MESH:D001007), weight loss (MESH:D015431)
- **Chemicals:** lipid (MESH:D008055), glycemia (MESH:D001786), glucose (MESH:D005947), cholesterol (MESH:D002784), carbon monoxide (MESH:D002248), Nicotine (MESH:D009538)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Figures

2 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12939534/full.md

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Source: https://tomesphere.com/paper/PMC12939534