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Updated: Aug 5, 2026

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Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Normal-Weight Obesity and Hidden Cardiometabolic Risk in Young Adults: Implications Beyond BMI-Based Classification
Alberto Ramírez Gallegos1, Pedro Juan Tárraga López2, Mónica Silu Piña Dabreu3
1Primary Care, Balearic Islands Health Service, 07010 Palma, Spain.
Medical Sciences (Basel, Switzerland)
|July 27, 2026
Summary
Normal-weight obesity (NWO) affects young adults, showing higher cardiometabolic risks like elevated triglycerides and glucose despite a normal BMI. This highlights the need for better obesity assessment beyond BMI.
Area of Science:
- Metabolic Health
- Cardiovascular Risk Assessment
- Obesity Phenotyping
Background:
- Body Mass Index (BMI) is a common obesity measure but doesn't fully capture adiposity distribution or metabolic risk.
- Normal-weight obesity (NWO), characterized by excess fat despite normal BMI, is linked to increased cardiometabolic risk.
- The prevalence and implications of NWO in young adults are not well-understood.
Purpose of the Study:
- To determine the prevalence of NWO in young adults.
- To investigate the association between NWO and cardiometabolic risk markers in this population.
Main Methods:
- A cross-sectional study of 12,874 adults aged 22-30 years undergoing occupational health assessments.
- NWO defined by strict (waist-to-height ratio ≥ 0.5) and expanded criteria (including body fat percentage, visceral fat).
- Analysis of anthropometric, adiposity, biochemical, and lifestyle data using multivariable logistic regression.
Main Results:
- NWO prevalence was 1.79% (strict) and 2.30% (expanded) among normal BMI individuals.
- NWO individuals had higher triglycerides, fasting glucose, and atherogenic lipids, with lower HDL cholesterol compared to metabolically healthy peers.
- NWO was independently associated with elevated triglycerides (OR 4.99), unfavorable triglyceride-to-HDL ratio (OR 7.44), and impaired fasting glucose (OR 3.87).
Conclusions:
- NWO is prevalent in young adults and linked to adverse cardiometabolic markers despite normal BMI.
- The triglyceride-to-HDL ratio strongly correlates with NWO and adiposity phenotypes.
- Findings underscore the limitations of BMI alone, advocating for additional markers to identify at-risk individuals.
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