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Updated: May 27, 2026

Segmentation and Linear Measurement for Body Composition Analysis using Slice-O-Matic and Horos
Published on: March 21, 2021
Current application and future directions for the sarcopenic obesity Global Leadership Initiative (SOGLI) diagnostic
Marianna Minnetti1, Giulia Pierantozzi1, Mylène Aubertin-Leheudre2
1Department of Experimental Medicine, Sapienza University of Rome, Italy.
The Sarcopenic Obesity Global Leadership Initiative (SOGLI) algorithm aids in identifying sarcopenic obesity (SO). While widely adopted, refinements in screening and staging are needed for greater clinical effectiveness.
Area of Science:
- Gerontology
- Metabolic Diseases
- Clinical Diagnostics
Background:
- Sarcopenic obesity (SO) is defined by excess fat and diminished muscle mass/function.
- The Sarcopenic Obesity Global Leadership Initiative (SOGLI) developed a diagnostic algorithm in 2022 to standardize SO identification.
- The algorithm integrates screening, diagnostic assessment, and staging for SO.
Purpose of the Study:
- To critically evaluate the application and utility of the SOGLI algorithm.
- To identify the strengths and limitations of the SOGLI algorithm in clinical practice.
- To suggest potential areas for refinement and improvement of the SOGLI algorithm.
Main Methods:
- A narrative review methodology was employed with systematic citation tracking.
- Literature searches were conducted across PubMed, Scopus, and Web of Science databases.
- Original studies utilizing the SOGLI algorithm in adult populations were synthesized for data extraction.
Main Results:
- Seventy-two studies adopted the SOGLI algorithm, demonstrating varied approaches in clinical settings.
- Obesity screening often used BMI and waist circumference; sarcopenia screening tools were less consistently reported.
- Bioelectrical impedance analysis and hand-grip strength were common for body composition and muscle function assessment, respectively.
- SO was consistently associated with increased chronic disease burden, functional decline, and mortality.
Conclusions:
- The SOGLI algorithm shows significant adoption, marking a key advancement in SO diagnosis.
- Inconsistencies in screening and staging highlight opportunities for algorithm refinement.
- Further standardization and incorporation of novel biomarkers can enhance the clinical utility of the SOGLI algorithm.
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