Evidence map›Paper›PMID 40640827›Full record

Observational studyCardiovascular diabetology2025

The triglyceride-glucose index, a marker of insulin resistance, as a predictor of thrombotic risk in atrial fibrillation.

José Miguel Rivera-Caravaca, Eva Soler-Espejo, María Pilar Ramos-Bratos, Raquel López-Gálvez, Eduardo González-Lozano, Gregory Y H Lip, Francisco Marín, Vanessa Roldán

Abstract readObservational Study
In one paragraph

Observational study in Cardiovascular diabetology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
9citing 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

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

  1. Pooled it
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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

8 authors.

José Miguel Rivera-Caravaca *Faculty of Nursing, University of Murcia, Instituto Murciano de Investigación Biosanitaria Pascual Parrilla-IMIB, CIBERCV, Murcia, Spain.
Eva Soler-Espejo *Department of Hematology, Hospital Clínico Universitario Virgen de la Arrixaca, University of Murcia, Instituto Murciano de Investigación Biosanitaria Pascual Parrilla-IMIB, Ctra. Madrid-Cartagena s/n, 30120, El Palmar, Murcia, Spain.
María Pilar Ramos-BratosDepartment of Cardiology, Hospital Clínico Universitario Virgen de la Arrixaca, University of Murcia, Instituto Murciano de Investigación Biosanitaria Pascual Parrilla-IMIB, CIBERCV, Murcia, Spain.
Raquel López-GálvezDepartment of Cardiology, Hospital Clínico Universitario Virgen de la Arrixaca, University of Murcia, Instituto Murciano de Investigación Biosanitaria Pascual Parrilla-IMIB, CIBERCV, Murcia, Spain.
Eduardo González-LozanoProfessional Development Unit, Servicio Murciano de Salud, Instituto Murciano de Investigación Biosanitaria Pascual Parrilla-IMIB, Murcia, Spain.
Gregory Y H LipLiverpool Centre of Cardiovascular Science at University of Liverpool, Liverpool John Moores University and Liverpool Heart and Chest Hospital, Liverpool, UK.
Francisco MarínDepartment of Cardiology, Hospital Clínico Universitario Virgen de la Arrixaca, University of Murcia, Instituto Murciano de Investigación Biosanitaria Pascual Parrilla-IMIB, CIBERCV, Murcia, Spain.
Vanessa RoldánDepartment of Hematology, Hospital Clínico Universitario Virgen de la Arrixaca, University of Murcia, Instituto Murciano de Investigación Biosanitaria Pascual Parrilla-IMIB, Ctra. Madrid-Cartagena s/n, 30120, El Palmar, Murcia, Spain. vroldans@um.es.

Funding

Fundación Seneca 21919/JLI/22Instituto de Salud Carlos III PI17/01375
6 · The paper itself

Abstract

backgroundAtrial fibrillation (AF) increases the risk of stroke making accurate risk stratification central for effective management. The triglyceride-glucose (TyG) index, a marker of insulin resistance, has been associated to cardiovascular diseases. Indeed, it is particularly relevant in the context of diabetes and metabolic syndrome, which are major contributors to cardiovascular risk. Herein, we explored whether the TyG index could predict thrombotic events in AF patients.

methodsProspective cohort study involving AF outpatients starting oral anticoagulation (OAC) therapy between January 2016 and November 2021. The primary endpoint was a composite of thrombotic events including myocardial infarction, venous thromboembolism, ischemic stroke, or transient ischemic attack, over 2 years follow-up. The TyG index was calculated at baseline and patients were stratified into tertiles (T1: TyG index < 4.59; T2: TyG index 4.59–4.83; T3: TyG index > 4.83).

results2907 patients (52.5% women; median age 77 years, IQR 69–82 years) were included, with a median TyG index of 4.71 (4.53–4.91). At 2-years, 7.2% (208) of patients experienced a composite thrombotic event. Patients in T3 had a significantly higher incidence rate ratio (1.39 [95% CI 1.01–1.96], p = 0.047 vs. T1; 1.42 [95% CI 1.01–2.00], p = 0.038 vs. T2). Adjusted Cox regression identified the TyG index as an independent predictor for thrombotic events (aHR 1.82; 95% CI 1.15–2.89). T3 patients exhibited a 64% higher risk of thrombotic events (aHR 1.64, 95% CI 1.17–2.29; log-rank test p value = 0.014).

conclusionsIn this real-world cohort of AF patients on OAC, an elevated TyG index independently predicted thrombotic events. However, further research is needed to determine how to integrate this simple marker into existing risk stratification strategies and whether it truly improves risk assessment and treatment decisions.

Indexed as

Atrial FibrillationBlood GlucoseInsulin ResistanceThrombosisTriglyceridesAgedAged, 80 and overAnticoagulantsBiomarkersFemaleHumansMalePredictive Value of TestsProspective StudiesRisk AssessmentRisk FactorsAnticoagulantsBiomarkersBlood GlucoseTriglyceridesAtrial fibrillationRisk predictionStrokeTriglyceride-glucose index

Identifiers

PMID40640827
PMCPMC12247220

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.