Evidence map›Paper›PMID 35643933›Full record

ArticleNutrition & diabetes2022

Association between muscle mass and diabetes prevalence independent of body fat distribution in adults under 50 years old.

Melanie S Haines, Aaron Leong, Bianca C Porneala, James B Meigs, Karen K Miller

Open access · goldAbstract read
In one paragraph

Article in Nutrition & diabetes, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
26citing papers in PubMed, 1 pooled it
4.1field-weighted citation impact, top 5% of its field
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

26 citing papers in PubMed, 1 synthesis or guideline pooled it, 37 citations in OpenAlex.

  1. Pooled it
  2. Myokines and mitochondrial function in cardiometabolic diseases.Journal of physiology and biochemistry · 2026
    Review
  3. Review
  4. Review
  5. Review
  6. Underexplored terrain: effects of high priority environmental toxicants on skeletal muscle.Journal of toxicology and environmental health. Part B, Critical reviews · 2026
    Review
  7. Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Review
  17. Article
  18. Article
  19. The Effects of Sodium-Glucose Cotransporter 2 Inhibitors on Body Composition in Type 2 Diabetes Mellitus: A Narrative Review.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2023
    Review
  20. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors at 2 institutions in 1 country.

Melanie S Haines *Neuroendocrine Unit, Massachusetts General Hospital, Boston, MA, USA. mshaines@mgh.harvard.edu.ORCID 0000-0003-1002-4754
Aaron Leong *Harvard Medical School, Boston, MA, USA.
Bianca C PornealaDivision of General Internal Medicine, Massachusetts General Hospital, Boston, MA, USA.
James B Meigs *Harvard Medical School, Boston, MA, USA.
Karen K Miller *Neuroendocrine Unit, Massachusetts General Hospital, Boston, MA, USA.
Harvard University · USMassachusetts General Hospital · US

Funding

TOPMed Omics of Type 2 Diabetes and Quantitative TraitsUM1DK078616 · NIDDK · MASSACHUSETTS GENERAL HOSPITAL · PI MANNING, ALISA KNODLE · 2021 to 2025
$3.8M
Rare Sequence Variation and Diabetes Quantitative TraitsU01DK078616 · NIDDK · MASSACHUSETTS GENERAL HOSPITAL · PI MEIGS, JAMES B · 2015 to 2019
$3.6M
TOPMed Omics of Cardiovascular Disease in DiabetesR01HL151855 · NHLBI · MASSACHUSETTS GENERAL HOSPITAL · PI MEIGS, JAMES B · 2020 to 2023
$3.3M
Epidemiology of Precursors to Type 2 DiabetesK24DK080140 · NIDDK · MASSACHUSETTS GENERAL HOSPITAL · PI MEIGS, JAMES B · 2007 to 2016
$1.9M
Growth Hormone and Cardiovascular DiseaseK24HL092902 · NHLBI · MASSACHUSETTS GENERAL HOSPITAL · PI MILLER, KAREN K · 2010 to 2019
$1.6M
Relative Sarcopenia and Cardiometabolic Risk in Young Adults with ObesityK23DK115903 · NIDDK · MASSACHUSETTS GENERAL HOSPITAL · PI HAINES, MELANIE SCHORR · 2017 to 2021
$1.1M
NHLBI NIH HHS K24 HL092902NHLBI NIH HHS R01 HL151855NIDDK NIH HHS K23 DK115903NIDDK NIH HHS K24 DK080140NIDDK NIH HHS U01 DK078616NIDDK NIH HHS UM1 DK078616
6 · The paper itself

Abstract

BACKGROUND/

objectivesAlthough relatively less muscle mass has been associated with greater diabetes prevalence, whether there is an association between muscle mass and diabetes prevalence independent of body fat distribution is unknown. The objective was to determine whether less skeletal muscle mass is associated with greater diabetes prevalence in young men and women independent of body fat distribution. SUBJECTS/

methodsOne thousand seven hundred and sixty-four adults, aged 20-49 years old, from the United States National Health and Nutrition Examination Survey (2005-2006). Body composition, including appendicular lean mass (ALM), was measured by dual-energy x-ray absorptiometry. Diabetes was defined as fasting blood glucose ≥7 mmol/l, 2-h blood glucose ≥11.1 mmol/l on 75 g OGTT, HbA1c ≥ 48 mmol/mol (6.5%), use of diabetes medications, or self-reported diagnosis of diabetes.

resultsThe odds of diabetes were 1.31 times higher in men [OR 1.31 (1.18-1.45), p = 0.0001], and 1.24 times higher in women [OR 1.24 (1.05-1.46), p = 0.01], per percent decrease in ALM/weight after controlling for age, race, height, smoking, and education. After additionally controlling for android/gynoid fat, the odds of diabetes were 1.20 times higher per percent decrease in ALM/weight in men [OR 1.20 (1.04-1.37), p = 0.01]; an inverse association was also observed in women, albeit was not statistically significant [OR 1.08 (0.90-1.30), p = 0.42].

conclusionsLess muscle mass was associated with greater diabetes prevalence independent of body fat distribution in young men. The association was not statistically significant in women after controlling for android and gynoid adiposity. Low muscle mass could be a causal factor in the development of type 2 diabetes or a correlated marker of higher metabolic risk.

Indexed as

Diabetes Mellitus, Type 2AdultBlood GlucoseBody Fat DistributionBody Mass IndexFemaleHumansMaleMiddle AgedMuscle, SkeletalNutrition SurveysPrevalenceUnited StatesYoung AdultBlood Glucose

Identifiers

PMID35643933
PMCPMC9148314
OpenAlexW4281638666

What OpenQuestion holds

Textmetadata
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.