Evidence map›Paper›PMID 40251759›Full record

Observational studyEuropean journal of clinical investigation2025

Phenotypic patterns of metabolic dysfunction-associated steatotic liver disease in type 2 diabetes: The impact of insulin.

Queralt Martín-Saladich, Rafael Simó, Andreea Ciudin, Julia Baguña, Clara Ramirez-Serra, Santiago Aguadé-Bruix, Albert Roque, Maria N Pizzi, Hug Cuéllar, Nuria Roson-Gradaille and 3 more

Registry-linked trialAbstract readObservational Study
In one paragraph

Observational study in European journal of clinical investigation, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT02248311 ("Preventing Cardiovascular Ischemic Events and Arresting Their Consequences in Type 2 Diabetic Population), which is not on this map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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.

NCT02248311 unknown statusnot on this map

"Preventing Cardiovascular Ischemic Events and Arresting Their Consequences in Type 2 Diabetic Population: a Multidisciplinary Clinical and Experimental Approach" (PRECISED)

TypeobservationalSponsorHospital Universitari Vall d'Hebron Research InstituteRan2014 to 2018Enrolled260ConditionsType2 Diabetes Mellitus, Microangiopathy, Non Alcoholic Fatty Liver Disease, Coronary Artery Disease
3 · Its place in the literature

Who cites it

6 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
  4. Article
  5. Observational
  6. 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

13 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.
Rafael SimóDiabetes and Metabolism Research Group, VHIR, Department of Endocrinology, VHUH, UAB, Barcelona, Spain.
Andreea CiudinDiabetes and Metabolism Research Group, VHIR, Department of Endocrinology, VHUH, UAB, Barcelona, Spain.
Julia BaguñaMedical 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.
Clara Ramirez-SerraClinical Biochemistry Research Group, VHIR, Biochemical Core Facilities, VHUH, UAB, Barcelona, Spain.ORCID https://orcid.org/0000-0001-8971-1711
Santiago Aguadé-BruixMedical 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.
Albert RoqueMedical 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.
Maria N PizziMedical 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.
Hug CuéllarMedical 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.
Nuria Roson-GradailleMedical 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.
Miguel A González BallesterBCN MedTech, Information and Communication Technologies Department, Pompeu Fabra University, Barcelona, Spain.
Juan M PericàsLiver Unit, VHUH, Liver Diseases Research Group, VHIR, UAB, Barcelona, Spain.
José 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.ORCID https://orcid.org/0000-0001-7178-3290

Funding

Agència de Gestió d'Ajuts Universitaris i de Recerca 2021SGR01284Instituto de Salud Carlos III FI21/00304Instituto de Salud Carlos III PI20/01588
6 · The paper itself

Abstract

backgroundMetabolic dysfunction-associated steatotic liver disease (MASLD) often leads to hepatic insulin resistance (IR), yet its link to liver-specific insulin-mediated glucose uptake (IGLU) in type 2 diabetes (T2D) remains unclear. We aimed to explore this MASLD-T2D relationship, addressing organ-specific IR for personalized management and risk prevention.

methodsThis cross-sectional study included 41 T2D participants enrolled in a clinical trial (NCT02248311) undergoing biochemical analyses, anthropometric measurements and [

findingsTwo MASLD-T2D phenotypes were identified according to their IGLU patterns, that is, with low (HepGluc[+], n = 21) and with high (HepGluc[-], n = 20) hepatic response to insulin. HepGluc[+] participants exhibited increased systemic IR (HOMA-IR, p = .012), inflammation (interleukin 6, p = .005); alanine and aspartate aminotransferase ALT, AST (p = .015 and p = .007); gamma-glutamyl transferase GGT (p = .019) and steatosis markers (liver volume, p = .006); NAFLD liver fat score, p = .0017; hepatic steatosis index, p = .02; fatty liver index, p = .008; liver stiffness measurements (LSM) (p = .049). No statistical differences in serum-based liver fibrosis scores were shown. To identify MASLD-T2D phenotypes in a friendly manner, the MASLD-T2D score based on support vector machines was developed using AST, ALT and GGT (AUC = .83), as well as with MASLD indices including LSM and NAFLD liver fat score (AUC = .90). IMPLICATIONS: Two new MASLD-T2D phenotypes have been identified, HepGluc[+] and HepGluc[-], according to IGLU patterns, with HepGluc[+] being more deleterious due to higher systemic IR, steatosis and inflammation. Phenotypes can be identified using a new function, the MASLD-T2D score.

Indexed as

Diabetes Mellitus, Type 2Fatty LiverInsulinInsulin ResistanceNon-alcoholic Fatty Liver DiseaseAdultAgedAlanine TransaminaseAspartate AminotransferasesCross-Sectional StudiesFemaleFluorodeoxyglucose F18gamma-GlutamyltransferaseGlucose Clamp TechniqueHumansInterleukin-6Alanine TransaminaseAspartate AminotransferasesFluorodeoxyglucose F18gamma-GlutamyltransferaseInsulinInterleukin-6[18F]FDG PET/CT imaginghyperinsulinemic euglycemic clampinsulin resistanceliver metabolismMASLD

Identifiers

PMID40251759
PMCPMC12362049

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Registered trials

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.