Evidence map›Paper›PMID 42064925›Full record

ArticlemedRxiv : the preprint server for health sciences2026

Spatial transcriptomics maps distinct signatures of human intermuscular adipose expansion in mice.

Ekta Pathak, Robby Z Tom, Myeongseop Kim, Stephan Sachs, Yao Zhang, Marc Walter, Paul T Pfluger, Annette Feuchtinger, Ken A Dyar, Bryan C Bergman and 3 more

Abstract readPreprint
In one paragraph

Article in medRxiv : the preprint server for health sciences, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

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

13 authors.

Ekta PathakResearch Unit NeuroBiology of Diabetes, Helmholtz Munich, 85764 Neuherberg, Germany.ORCID 0000-0002-0490-1338
Robby Z TomGerman Center for Diabetes Research (DZD), 85764 Neuherberg, Germany.ORCID 0000-0003-4702-1506
Myeongseop KimInstitute of Biological and Medical Imaging, Bioengineering Center, Helmholtz Munich, 85764, Neuherberg, Germany.ORCID 0000-0001-8100-5521
Stephan SachsGerman Center for Diabetes Research (DZD), 85764 Neuherberg, Germany.ORCID 0000-0002-6745-2584
Yao ZhangGerman Center for Diabetes Research (DZD), 85764 Neuherberg, Germany.
Marc WalterGerman Center for Diabetes Research (DZD), 85764 Neuherberg, Germany.ORCID 0009-0003-5574-287X
Paul T PflugerResearch Unit NeuroBiology of Diabetes, Helmholtz Munich, 85764 Neuherberg, Germany.ORCID 0000-0002-8118-7588
Annette FeuchtingerCore Facility Pathology and Tissue Analytics, Helmholtz Munich, 85764 Neuherberg, Germany.ORCID 0000-0003-4324-2547
Ken A DyarGerman Center for Diabetes Research (DZD), 85764 Neuherberg, Germany.ORCID 0000-0002-9010-8757
Bryan C BergmanDivision of Endocrinology, Metabolism and Diabetes, University of Colorado, Anschutz Campus, Aurora, CO 80045, USA.ORCID 0000-0002-9561-1052
Miguel A PleitezInstitute of Biological and Medical Imaging, Bioengineering Center, Helmholtz Munich, 85764, Neuherberg, Germany.ORCID 0000-0002-7379-4409
Dominik LutterInstitute for Diabetes and Obesity, Helmholtz Munich, 85764 Neuherberg, Germany.ORCID 0000-0002-8800-0683
Susanna M HofmannGerman Center for Diabetes Research (DZD), 85764 Neuherberg, Germany.ORCID 0000-0001-7682-5840

Funding

PILOT STUDY--SUBSTRATE METABOLISM IN EXTREMELY LOW BIRTH WEIGHT INFANTSP30DK048520 · NIDDK · UNIVERSITY OF COLORADO DENVER · PI JANINE A HIGGINS · 1995 to 2026
$32.6M
YOGA FOR THE MANAGEMENT OF HIV-METABOLIC SYNDROMESM01RR000036 · NCRR · WASHINGTON UNIVERSITY · PI CLIFFORD, DAVID B · 1985 to 2007
$25.4M
Localization of saturated diacylglycerol and insulin sensitivity in humansR01DK089170 · NIDDK · UNIVERSITY OF COLORADO DENVER · PI BERGMAN, BRYAN C · 2010 to 2014
$1.4M
NCRR NIH HHS M01 RR000036NIDDK NIH HHS P30 DK048520NIDDK NIH HHS R01 DK089170
6 · The paper itself

Abstract

Intermuscular adipose tissue expansion is closely associated with cardiometabolic disease, yet its cellular organization and regulatory mechanisms remain poorly defined. Using bulk transcriptomics on human intermuscular adipose tissue, we identified a distinct gene signature and functional regulators including adipogenic transcription factor early B-cell factor 2 (EBF2). By mapping this human signature to the spatial transcriptome of intermuscular adipose tissue from mice with cardiometabolic disease, we unraveled discrete stromal niches surrounding muscle fibers, characterized by intermuscular adipose tissue expansion and the coordinated activation of adipogenic, extracellular matrix, inflammatory, and metabolic pathways. Spatial analyses showed that fibro-adipogenic progenitor abundance does not predict adipocyte formation, supporting a model of localized and context-dependent lineage transitions. Cross-species comparison revealed partial conservation of human intermuscular adipose tissue gene programs, validating the mouse model and highlighting species-specific features. Functional experiments in human primary myoblasts showed that EBF2 is sufficient to induce adipogenic reprogramming. Our findings establish intermuscular adipose tissue as an active, spatially organized remodeling niche and identify lineage plasticity as a central mechanism driving its expansion in metabolic disease.

Indexed as

Fibro-adipogenic precursorsIntramuscular adipose tissueSkeletal muscleSpatial transcriptomicsSpatial visualization

Identifiers

PMID42064925
PMCPMC13127531

What OpenQuestion holds

Textmetadata
LicenceCC0
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.