Evidence map›Paper›PMID 41938111›Full record

ArticleFrontiers in endocrinology2026

Disentangling metabolic impairment in the liver-heart axis: tissue-specific insulin sensitivity in type 2 diabetes.

Queralt Martín-Saladich, Andreea Ciudin, Azahara Palomar, Cristina Gámez-Cenzano, Rafael Simó, Miguel A González Ballester, J Raul Herance

Abstract read
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Article in Frontiers in endocrinology, 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

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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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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

7 authors.

Queralt Martín-SaladichMedical Molecular Imaging Research Group, Vall d'Hebron Research Institute (VHIR), Nuclear Medicine, Radiology and Cardiology Departments, Vall d'Hebron University Hospital (VHUH), Autonomous University Barcelona (UAB), Barcelona, Spain.
Andreea CiudinDiabetes and Metabolism Research Group, VHIR, Department of Endocrinology, VHUH, UAB, Barcelona, Spain.
Azahara PalomarMedical Molecular Imaging Research Group, Vall d'Hebron Research Institute (VHIR), Nuclear Medicine, Radiology and Cardiology Departments, Vall d'Hebron University Hospital (VHUH), Autonomous University Barcelona (UAB), Barcelona, Spain.
Cristina Gámez-CenzanoMedical Molecular Imaging Research Group, Vall d'Hebron Research Institute (VHIR), Nuclear Medicine, Radiology and Cardiology Departments, Vall d'Hebron University Hospital (VHUH), Autonomous University Barcelona (UAB), Barcelona, Spain.
Rafael SimóDiabetes and Metabolism Research Group, VHIR, Department of Endocrinology, VHUH, UAB, Barcelona, Spain.
Miguel A González BallesterBCN MedTech, Information and Communication Technologies Department, Pompeu Fabra University, Barcelona, Spain.
J Raul HeranceMedical Molecular Imaging Research Group, Vall d'Hebron Research Institute (VHIR), Nuclear Medicine, Radiology and Cardiology Departments, Vall d'Hebron University Hospital (VHUH), Autonomous University Barcelona (UAB), Barcelona, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Aims/hypothesis: The liver-heart axis in type 2 diabetes (T2D) reflects key metabolic interactions disrupted by insulin resistance (IR). Organ-specific effects of insulin remain unclear due to challenges in measuring tissue-level IR. This study aims to define liver-heart phenotypes and their associated metabolic impairments, which relate to hepatic fat accumulation linked to metabolic dysfunction-associated steatotic liver disease (MASLD) and coronary artery calcifications (CACs) tied to cardiovascular disease (CVD). Methods: In this cross-sectional study, 41 individuals with controlled T2D underwent biochemical tests and [18F]FDG PET/CT scans before and after a hyperinsulinemic euglycemic clamp (HEC). Tissue-specific insulin-mediated glucose uptake was derived from PET imaging, while CT provided data on radiodensity, volume, fat, and calcifications. Results: A strong inverse correlation was observed between myocardial and liver ΔSUV (r=-0.74, p=2×10 Conclusions/interpretation: This study explores a potential liver-heart metabolic axis in T2D, linked to insulin-mediated dysfunction that may originate in the heart and extend to the liver. The coexistence of organ-specific phenotypes suggests three possible risk profiles, with the HepGluc[+]+mIR phenotype appearing most consistent with advanced T2D progression. Careful identification of this phenotype could support improved monitoring and more personalized treatment strategies in T2D.

Indexed as

Diabetes Mellitus, Type 2HeartInsulin ResistanceLiverMyocardiumAgedCross-Sectional StudiesFemaleGlucose Clamp TechniqueHumansMaleMiddle AgedPositron Emission Tomography Computed Tomographycardiometabolic riskhepatic diseaseinsulin resistanceliver-heart axistype 2 diabetes

Identifiers

PMID41938111
PMCPMC13043365

What Socratic holds

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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.