Investigating Nutritional and Health Dynamics across Stratified Profiles of Obesity

The study investigates metabolically healthy obesity (MHO), a subgroup of obese individuals seemingly protected from cardiometabolic diseases. The lack of a standardized definition for MHO has led to variations in classification criteria. The research, involving 263 participants (64 meeting obesity criteria), assessed body composition using multi-frequency bioimpedance and determined biochemical parameters with Biolis 24i Premium. Statistical analysis employed STATISTICA 13 and MedCalc, with significance set at p < .05. Despite metabolically healthy subjects displaying elevated anthropometric values, their biochemical and somatic parameters remained within normal ranges. Surprisingly, a healthier metabolic profile did not correlate with reduced mortality risk. The study highlights the significant impact of different MHO definitions on prevalence estimates within the same population. Stricter criteria yielded lower prevalence, while broader criteria, such as a higher BMI plus one critical parameter, resulted in higher prevalence. Using various parameter combinations, the study identified MHO subjects, revealing significant differences in triglycerides, systolic, and diastolic blood pressure between MHO groups (p < .05). For instance, based on BMI and HDL, 56 subjects were identified, while BMI and TAG identified 38 subjects. The findings emphasize the necessity of considering all diagnostic criteria when diagnosing MHO. The study cautions against viewing MHO as a state of complete health, especially given the multifaceted health risks associated with obesity, encompassing cardiovascular, metabolic, orthopedic, dermatological, psychological, and other conditions. The research underlines the importance of accurate MHO classification in understanding its implications and underscores the need for a standardized definition in future studies to facilitate meaningful comparisons across diverse populations.

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Publication Details

Journal
Central European Journal of Sport Sciences and Medicine
Published
2025-01-01
DOI
https://doi.org/10.18276/cej.2025.1-02
Primary Topic
Diet and metabolism studies
Type
article
Field-Weighted Citation Impact
0.00

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article

Investigating Nutritional and Health Dynamics across Stratified Profiles of Obesity

Stanislav Azor
Central European Journal of Sport Sciences and Medicine
Diet and metabolism studies
article

Investigating Nutritional and Health Dynamics across Stratified Profiles of Obesity

Stanislav Azor
article en

Abstract

The study investigates metabolically healthy obesity (MHO), a subgroup of obese individuals seemingly protected from cardiometabolic diseases. The lack of a standardized definition for MHO has led to variations in classification criteria. The research, involving 263 participants (64 meeting obesity criteria), assessed body composition using multi-frequency bioimpedance and determined biochemical parameters with Biolis 24i Premium. Statistical analysis employed STATISTICA 13 and MedCalc, with significance set at p < .05. Despite metabolically healthy subjects displaying elevated anthropometric values, their biochemical and somatic parameters remained within normal ranges. Surprisingly, a healthier metabolic profile did not correlate with reduced mortality risk. The study highlights the significant impact of different MHO definitions on prevalence estimates within the same population. Stricter criteria yielded lower prevalence, while broader criteria, such as a higher BMI plus one critical parameter, resulted in higher prevalence. Using various parameter combinations, the study identified MHO subjects, revealing significant differences in triglycerides, systolic, and diastolic blood pressure between MHO groups (p < .05). For instance, based on BMI and HDL, 56 subjects were identified, while BMI and TAG identified 38 subjects. The findings emphasize the necessity of considering all diagnostic criteria when diagnosing MHO. The study cautions against viewing MHO as a state of complete health, especially given the multifaceted health risks associated with obesity, encompassing cardiovascular, metabolic, orthopedic, dermatological, psychological, and other conditions. The research underlines the importance of accurate MHO classification in understanding its implications and underscores the need for a standardized definition in future studies to facilitate meaningful comparisons across diverse populations.

Central European Journal of Sport Sciences and MedicineVol. 49
Technická univerzita vo Zvolene (SK)
Ministerstvo školstva, vedy, výskumu a športu Slovenskej republiky, Kultúrna a Edukacná Grantová Agentúra MŠVVaŠ SR
Openalex Percentile: Top 76%
Diet and metabolism studies
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Investigating Nutritional and Health Dynamics across Stratified Profiles of Obesity — Stanislav Azor · Central European Journal of Sport Sciences and Medicine (2025) | TGRS Research Map | TGRS