Evidence map›Paper›PMID 39748356›Full record

ArticleCardiovascular diabetology2025

Visceral adipose tissue mediates the relationship between left ventricular global longitudinal strain and insulin resistance among adults living with type 2 diabetes.

Pavel Martinez-Dominguez, Paola Gomez-Aviles, Kenya Bautista-García, Neftali Eduardo Antonio-Villa, Enrique C Guerra, Paloma Almeda-Valdes, Alexandro J Martagón, Alejandro Campos Munoz, Maria Jose Santa-Ana-Bayona, Erick Alexanderson and 2 more

Erratum issuedAbstract read
In one paragraph

Article in Cardiovascular diabetology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 18 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
18citing papers in PubMed, 1 pooled it
–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

18 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. Visceral Adiposity Is Independently Associated with Hypertension in Thai Adults: A Case-Control Study.International journal of environmental research and public health · 2026
    Article
  4. Review
  5. Article
  6. Article
  7. Article
  8. Review
  9. Review
  10. Article
  11. Review
  12. Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. Article
  18. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

12 authors.

Pavel Martinez-Dominguez *Department of Nuclear Cardiology, National Institute of Cardiology Ignacio Chavez, Mexico City, Mexico.
Paola Gomez-Aviles *Endocrinology and Metabolism Department, Metabolic Research Unit, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico.
Kenya Bautista-García *School of Medicine, Benemérita Universidad Autónoma de Puebla, Puebla, Mexico.
Neftali Eduardo Antonio-Villa *Department of Endocrinology, Instituto Nacional de Cardiología Ignacio Chávez, Mexico City, Mexico.
Enrique C GuerraDepartment of Nuclear Cardiology, National Institute of Cardiology Ignacio Chavez, Mexico City, Mexico.
Paloma Almeda-ValdesEndocrinology and Metabolism Department, Metabolic Research Unit, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico.
Alexandro J MartagónEndocrinology and Metabolism Department, Metabolic Research Unit, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico.
Alejandro Campos MunozEndocrinology and Metabolism Department, Metabolic Research Unit, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico.
Maria Jose Santa-Ana-BayonaDepartment of Nuclear Cardiology, National Institute of Cardiology Ignacio Chavez, Mexico City, Mexico.
Erick AlexandersonDepartment of Nuclear Cardiology, National Institute of Cardiology Ignacio Chavez, Mexico City, Mexico.
Carlos A Aguilar SalinasEscuela de Medicina y Ciencias de la Salud, Tecnologico de Monterrey, Mexico City, Mexico.
Nilda Espinola-ZavaletaDepartment of Nuclear Cardiology, National Institute of Cardiology Ignacio Chavez, Mexico City, Mexico. niesza2001@hotmail.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAdipose tissue distribution plays a crucial role in the development of cardiovascular complications. In particular, visceral adipose tissue (VAT) has been linked to insulin resistance (IR) and cardiovascular disease (CVD). However, the relationship between VAT, cardiac dysfunction and the meditation capacity of VAT related to IR has not been fully characterized.

methodsThis cross-sectional study included adults living with type 2 diabetes (T2D). VAT was measured using electrical bioimpedance and also estimated with the Metabolic Score for Visceral Fat (METS-VF). LV function was assessed using left ventricular global longitudinal strain (LV-GLS) by speckle tracking echocardiography analysis. Spearman correlation coefficients, adjusted linear regression models guided by direct acyclic diagrams and causal mediation analysis were performed.

resultsAmong 195 adults living with T2D (median age: 57, IQR: 49-64, women: 63%), VAT showed a positive association with LV-GLS (β = 0.482, 95% CI: 0.060-0.904, p = 0.039) after adjusting for relevant confounders. The effect was strongly replicated using METS-VF as a surrogate for VAT. The mediation analysis revealed that VAT accounted for 60.9% (95% CI: 15.82-171) of the total effect between IR and LV-GLS.

conclusionThis study demonstrated a positive association between VAT and LV-GLS. This relationship was consistently observed using the clinical surrogate METS-VF. Visceral adiposity was identified as a strong mediator in the relationship between IR and LV-GLS, underscoring its role in the pathophysiology of cardiovascular disease in patients with T2D.

Indexed as

AdiposityDiabetes Mellitus, Type 2Insulin ResistanceIntra-Abdominal FatVentricular Function, LeftAgedCross-Sectional StudiesFemaleGlobal Longitudinal StrainHumansMaleMiddle AgedRisk AssessmentVentricular Dysfunction, LeftEchocardiographyInsulin resistanceLeft ventricular dysfunctionObesityType 2 diabetesVisceral adiposity

Identifiers

PMID39748356
PMCPMC11697504

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.