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Evolving perspectives on evaluating obesity: from traditional methods to cutting-edge techniques

Heyue Wang, Yaxin Qin, Jinzhu Niu, Hao Chen, Xiangyang Lu, Rui Wang, Jianli Han

2025Annals of Medicine19 citationsDOIOpen Access PDF

Abstract

This review examines the evolution of obesity evaluation methods, from traditional anthropometric indices to advanced imaging techniques, focusing on their clinical utility, limitations, and potential for personalized assessment of visceral adiposity and associated metabolic risks. A comprehensive analysis of existing literature was conducted, encompassing anthropometric indices (BMI, WC, WHR, WHtR, NC), lipid-related metrics (LAP, VAI, CVAI, mBMI), and imaging technologies (3D scanning, BIA, ultrasound, DXA, CT, MRI). The study highlights the biological roles of white, brown, and beige adipocytes, emphasizing visceral adipose tissue (VAT) as a critical mediator of metabolic diseases. Although BMI and other anthropometric measurements are still included in the guidelines, indicators that incorporate lipid metabolism information can more accurately reflect the relationship between metabolic diseases and visceral obesity. At the same time, the use of more modern medical equipment, such as ultrasound, X-rays, and CT scans, allows for a more intuitive assessment of the extent of visceral obesity.

Topics & Concepts

AnthropometryObesityMedicineAdipose tissueRadiologyInternal medicineAdipokines, Inflammation, and Metabolic DiseasesAdipose Tissue and MetabolismBody Composition Measurement Techniques