Evidence map›Paper›PMID 41555669›Full record

ReviewJournal of cachexia, sarcopenia and muscle2026

Reference Methods for Measuring Skeletal Muscle Mass: A Critical Perspective.

Steven B Heymsfield, Houchun H Hu, Edvin Johanssen, Sophia Ramirez, Gabriela de Oliveira Lemos, Maria Cristina Gonzalez, Carla M Prado, Jonathan P Bennett

Erratum issuedAbstract readReview
In one paragraph

Review in Journal of cachexia, sarcopenia and muscle, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

4 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
  4. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

8 authors.

Steven B HeymsfieldPennington Biomedical Research Center, LSU System, Baton Rouge, Louisiana, USA.ORCID https://orcid.org/0000-0003-1127-9425
Houchun H HuDepartment of Radiology, Mayo Clinic, Jacksonville, Florida, USA.
Edvin JohanssenAntaros Medical, Mölndal, Sweden.
Sophia RamirezPennington Biomedical Research Center, LSU System, Baton Rouge, Louisiana, USA.
Gabriela de Oliveira LemosDepartment of Gastroenterology, University of São Paulo School of Medicine-FMUSP, Sao Paolo, Brazil.
Maria Cristina GonzalezPostgraduate Program in Nutrition and Food, Federal University of Pelotas, Pelotas, Rio Grande do Sul, Brazil.
Carla M PradoDepartment of Agricultural, Food and Nutritional Science, Faculty of Agricultural, Life and Environmental Sciences, University of Alberta, Edmonton, Alberta, Canada.
Jonathan P BennettDepartment of Epidemiology, University of Hawai'i Cancer Center, Honolulu, Hawaii, USA.

Funding

ROLE OF DIETARY CONSTITUENTS ON GENE EXPRESSION IN INTESTINAL EPITHELIUMP30DK040561 · NIDDK · MASSACHUSETTS GENERAL HOSPITAL · PI Takara Leah Stanley · 1994 to 2026
$31.6M
Research BaseP30DK072476 · NIDDK · LSU PENNINGTON BIOMEDICAL RESEARCH CTR · PI ROBERT A KESTERSON · 2005 to 2026
$26.5M
Optical Body Composition and Health AssessmentR01DK109008 · NIDDK · UNIVERSITY OF HAWAII AT MANOA · PI HEYMSFIELD, STEVEN, SHEPHERD, JOHN ALAN · 2016 to 2020
$3.2M
Canada Research Chairs ProgramNational Institutes of Health NORC Center P30DK040561National Institutes of Health NORC Center P30DK072476National Institutes of Health NORC Center R01DK109008NIDDK NIH HHS P30 DK040561NIDDK NIH HHS P30 DK072476NIDDK NIH HHS R01 DK109008
6 · The paper itself

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.

Indexed as

Muscle, SkeletalAbsorptiometry, PhotonBody CompositionHumansMagnetic Resonance ImagingReference StandardsTomography, X-Ray Computedbody compositioncachexiafrailtymalnutritionnutritional assessmentobesitysarcopenia

Identifiers

PMID41555669
PMCPMC12816762

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.