Reference Methods for Measuring Skeletal Muscle Mass: A Critical Perspective

Skeletal muscle (SM) is an integral organ component in the pathophysiology of many acute and chronic diseases. But is there a 'gold' standard or accepted reference method for quantifying the amount and composition of human SM mass? Exploring that question led us to recognize the existence of a SM measurement paradigm that divides methods into two broad categories, in vitro and in vivo. In vitro methods quantify SM mass, weighing intact muscles as part of whole cadaver evaluations, only 51 of which are reported in medical literature with no recent additions. In vivo methods are used to evaluate SM in vivo, and two tiers were revealed in our analyses. An upper tier that included three methods considered 'reference' approaches for their accuracy and precision: computed tomography, magnetic resonance imaging and dual-energy X-ray absorptiometry. A lower in vivo method tier included bioimpedance analysis, three-dimensional imaging, several approaches involving creatine metabolism, ultrasound and anthropometry. A feature common to all of the lower tier methods is their need for calibration or validation against reference approaches in the upper in vivo method tier. A critical review of the three in vivo reference methods in the upper tier revealed widely variable SM volume/mass acquisition protocols, image analysis methods and applied terminology. Some reports espouse an upper tier reference method as the 'gold' standard while providing minimal details of exactly how and what was measured, thus making replication in follow-up studies difficult. Any technical issues related to an in vivo reference method are propagated to the in vivo methods in the lower tier that are calibrated or validated against them. Our review of in vivo reference methods of quantifying SM mass and composition led us to two broad recommendations. First, published reports including these reference methods should provide enough details related to acquisition and analysis protocols so that readers can replicate their findings. Second, an effort should be made to apply precise terminology in published reports in order to avoid confusion on exactly what was measured; suggestions are made on definitions of commonly used terms when referring to body composition compartments. Lastly, because there is no consensus on what constitutes a 'gold' standard for SM measurement, we suggest expert groups convene in the future to recommend optimum approaches and working guidelines for quantifying muscle mass and composition in vivo.

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Journal
Journal of Cachexia Sarcopenia and Muscle
Published
2026-01-19
DOI
https://doi.org/10.1002/jcsm.70184
Primary Topic
Nutrition and Health in Aging
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article
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article

Reference Methods for Measuring Skeletal Muscle Mass: A Critical Perspective

Jonathan P. Bennett, S B Heymsfield, María Cristina Gonzalez, Gabriela Lemos et al.
Journal of Cachexia Sarcopenia and Muscle
Nutrition and Health in Aging
article

Reference Methods for Measuring Skeletal Muscle Mass: A Critical Perspective

Jonathan P. Bennett, S B Heymsfield, María Cristina Gonzalez, Gabriela Lemos, Peng Hu, Sophia Ramirez, Carla M. Prado, Edvin Johanssen
article en

Abstract

Skeletal muscle (SM) is an integral organ component in the pathophysiology of many acute and chronic diseases. But is there a 'gold' standard or accepted reference method for quantifying the amount and composition of human SM mass? Exploring that question led us to recognize the existence of a SM measurement paradigm that divides methods into two broad categories, in vitro and in vivo. In vitro methods quantify SM mass, weighing intact muscles as part of whole cadaver evaluations, only 51 of which are reported in medical literature with no recent additions. In vivo methods are used to evaluate SM in vivo, and two tiers were revealed in our analyses. An upper tier that included three methods considered 'reference' approaches for their accuracy and precision: computed tomography, magnetic resonance imaging and dual-energy X-ray absorptiometry. A lower in vivo method tier included bioimpedance analysis, three-dimensional imaging, several approaches involving creatine metabolism, ultrasound and anthropometry. A feature common to all of the lower tier methods is their need for calibration or validation against reference approaches in the upper in vivo method tier. A critical review of the three in vivo reference methods in the upper tier revealed widely variable SM volume/mass acquisition protocols, image analysis methods and applied terminology. Some reports espouse an upper tier reference method as the 'gold' standard while providing minimal details of exactly how and what was measured, thus making replication in follow-up studies difficult. Any technical issues related to an in vivo reference method are propagated to the in vivo methods in the lower tier that are calibrated or validated against them. Our review of in vivo reference methods of quantifying SM mass and composition led us to two broad recommendations. First, published reports including these reference methods should provide enough details related to acquisition and analysis protocols so that readers can replicate their findings. Second, an effort should be made to apply precise terminology in published reports in order to avoid confusion on exactly what was measured; suggestions are made on definitions of commonly used terms when referring to body composition compartments. Lastly, because there is no consensus on what constitutes a 'gold' standard for SM measurement, we suggest expert groups convene in the future to recommend optimum approaches and working guidelines for quantifying muscle mass and composition in vivo.

Journal of Cachexia Sarcopenia and MuscleVol. 17(1)
Pennington Biomedical Research Center (US), University of Alberta (CA), Universidade Federal de Pelotas (BR), Universidade de São Paulo (BR), Jacksonville College (US), Cancer Center of Hawaii (US), Antaros Medical (Sweden) (SE), Mayo Clinic in Florida (US)
Openalex Percentile: Top 84%
Nutrition and Health in Aging
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