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January 22, 2026Journal of Cachexia Sarcopenia and Muscle7 citationsOpen Access

Reference Methods for Measuring Skeletal Muscle Mass: A Critical Perspective

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SHS B HeymsfieldPHPeng HuEJEdvin Johanssen

Key Points

  • This research aims to identify and critique methods for quantifying skeletal muscle mass and composition.
  • Reviewed in vitro and in vivo measurement techniques for skeletal muscle mass.
  • Classified in vivo methods into upper and lower tiers based on accuracy and precision.
  • Assessed variability in protocols for upper tier reference methods.
  • Identified three in vivo reference methods: computed tomography, magnetic resonance imaging, and dual-energy X-ray absorptiometry.
  • Noted significant variation in how skeletal muscle mass acquisition is reported.
  • Recommended detailed guidelines for reporting muscle measurement methods to enhance replicability.

Abstract

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.

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Cite This Study

Heymsfield et al. (2026) studied this question.

synapsesocial.com/papers/6971be50642b1836717e2f6fhttps://doi.org/10.1002/jcsm.70184
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