Evidence map›Paper›PMID 42415049›Full record

ArticleNutrition journal2026

Association of habitual diet and bone marrow adipose tissue - magnetic resonance imaging in a population-based sample.

Elena Grune, Dunja Hasic, Christopher L Schlett, Fabian Bamberg, Annette Peters, Nina Wawro, Jakob Linseisen, Susanne Rospleszcz, Marc-Nicolas von Itter

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In one paragraph

Article in Nutrition journal, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

9 authors.

Elena GruneDepartment of Radiology, Medical Center and Faculty of Medicine, University of Freiburg, Freiburg, Germany.
Dunja HasicDepartment of Radiology and Nuclear Medicine, Luzerner Kantonsspital, Lucerne, Switzerland.
Christopher L SchlettDepartment of Radiology, Medical Center and Faculty of Medicine, University of Freiburg, Freiburg, Germany.
Fabian BambergDepartment of Radiology, Medical Center and Faculty of Medicine, University of Freiburg, Freiburg, Germany.
Annette PetersInstitute of Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health (GmbH), Neuherberg, Germany.
Nina WawroInstitute of Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health (GmbH), Neuherberg, Germany.
Jakob LinseisenEpidemiology, University of Augsburg, University Hospital Augsburg, Augsburg, Germany.
Susanne RospleszczDepartment of Radiology, Medical Center and Faculty of Medicine, University of Freiburg, Freiburg, Germany.
Marc-Nicolas von ItterDepartment of Radiology, Medical Center and Faculty of Medicine, University of Freiburg, Freiburg, Germany. marc-nicolas.itter@uniklinik-freiburg.de.ORCID https://orcid.org/0009-0005-2339-4270

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundBone marrow adipose tissue (BMAT) is a metabolically active fat depot that may influence bone and hematopoietic function, yet its relationship with habitual diet remains largely unexplored at the population level. As diet represents an easily modifiable factor, a better understanding of its role in bone health and potential sex-specific differences is needed.

objectiveWe examined how habitual intake of energy-providing nutrients (fat, carbohydrates, protein, alcohol) and micronutrients (calcium, phosphorus, vitamin D) relates to imaging-derived measures of BMAT.

methodsIn a sample from a population-based cohort, habitual diet was assessed based on a food frequency questionnaire and repeated 24 h recalls. Using magnetic resonance imaging (MRI) with a 2-point T1-weighted Dixon sequence, fat fraction of BMAT was quantified at vertebrae L1 and L2 in N = 297 participants (44% women, mean age 56.1 years, mean BMI 28.0 kg/m²) and at left and right femur in N = 163 participants (67% women, mean age 57.5 years, mean BMI 27.1 kg/m²) with available dietary data. Associations between habitual diet and BMAT were assessed using correlation analyses and linear regression models in the overall study population and stratified by sex, adjusting for age, BMI, physical activity, and diabetes status.

resultsMean vertebral and femoral BMAT were 54.8% and 86.5% in women, and 54.6% and 89.8% in men, respectively. Vertebral and femoral BMAT were positively correlated in women (ρ = 0.54, p < 0.001) and men (ρ = 0.36, p = 0.0096). Associations between habitual intake of energy-providing nutrients or micronutrients and BMAT were mostly non-significant across anatomical sites and sexes. Only in women, protein intake was positively associated with vertebral BMAT (β = 1.03, 95%CI [0.2, 1.9], p = 0.020, per percent of total energy intake). In men, an opposite effect direction was observed, which was not significant (β =-0.73, 95%CI [-1.6, 0.1], p = 0.096). For femoral BMAT, all associations were non-significant in either sex.

conclusionIn this population-based sample, habitual dietary intake of energy-providing nutrients and micronutrients showed no consistently significant association with vertebral or femoral BMAT in women and men. Opposite effect directions in men and women, as well as one significant association between protein intake and vertebral BMAT in women were observed in exploratory analyses. This may indicate potential site- and sex-specific differences, underlining the distinct biological properties of this adipose tissue depot.

Indexed as

Adipose TissueBone MarrowDietFeeding BehaviorAdultAgedBody Mass IndexCohort StudiesDietary ProteinsEnergy IntakeFemaleFemurHumansLumbar VertebraeMagnetic Resonance ImagingMaleDietary ProteinsMicronutrientsBone marrow adipose tissueHabitual dietMagnetic resonance imagingPopulation-based

Identifiers

PMID42415049
PMCPMC13343689

What Socratic holds

Textmetadata
LicenceCC BY
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Registered trials

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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 Socratic graph.