Associations of the triglyceride-glucose index and its obesity-related derivatives with cardiac structure, function, and incident atrial fibrillation: a prospective cohort study using cardiac magnetic resonance

BACKGROUND: The triglyceride-glucose (TyG) index and its obesity-related derivatives have emerged as surrogate markers of insulin resistance associated with cardiovascular outcomes. However, whether these indicators influence atrial fibrillation (AF) risk through cardiac structural and functional remodeling remains unclear. METHODS: This is a post-hoc analysis of a prospective cohort study of 32,500 UK Biobank participants free of AF who underwent baseline cardiac magnetic resonance (CMR) imaging. The TyG index and its obesity-related derivatives (TyG-body mass index (BMI), TyG-waist circumference (WC), and TyG-waist-to-height ratio (WHtR)) were calculated at baseline. Multivariable Cox regression models were used to assess associations with incident AF, and mediation analyses quantified the contribution of CMR-derived cardiac parameters to these associations. RESULTS: Over a median follow-up of 13.61 years, 1,288 incident AF cases occurred. The TyG index alone showed no independent association with AF risk. In contrast, all TyG obesity-related derivatives were significantly associated with incident AF, with TyG-WC demonstrating the strongest association (HR = 1.245, 95% CI 1.169-1.325), followed by TyG-BMI (HR = 1.223, 95% CI 1.158-1.293) and TyG-WHtR (HR = 1.190, 95% CI 1.122-1.262). Mediation analyses identified left atrial maximum volume (LAVmax) as the predominant mediator, accounting for 70.63%, 47.83%, and 40.79% of the associations for TyG-BMI, TyG-WHtR, and TyG-WC, respectively. CONCLUSIONS: TyG obesity-related derivatives, particularly TyG-WC, were independently associated with incident AF. Cardiac structural remodeling, especially LA enlargement, appeared to be a key mediating pathway. These findings support the importance of early metabolic intervention to prevent adverse atrial remodeling and reduce AF susceptibility.

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Journal
Cardiovascular Diabetology
Published
2026-03-31
DOI
https://doi.org/10.1186/s12933-026-03143-x
Primary Topic
Cardiovascular Function and Risk Factors
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article
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article

Associations of the triglyceride-glucose index and its obesity-related derivatives with cardiac structure, function, and incident atrial fibrillation: a prospective cohort study using cardiac magnetic resonance

Marcel Sieme, Loek van Heerebeek, Francesco Paneni, Jan Wintrich et al.
Cardiovascular Diabetology
Cardiovascular Function and Risk Factors
article

Associations of the triglyceride-glucose index and its obesity-related derivatives with cardiac structure, function, and incident atrial fibrillation: a prospective cohort study using cardiac magnetic resonance

Marcel Sieme, Loek van Heerebeek, Francesco Paneni, Jan Wintrich, Benjamin Sasko, Pasquale Maffia, Muchtiar Khan, Nazha Hamdani, U S Schotten, G Danilo Norata, A Mugge, I El-Battrawy, Chaojun Yang, Xinyi Liu, Tonghuan Shi, Assem Aweimer, Zhixing Fan, Tao Zheng, Pierpaolo Pellicori, Jian Yang, Ibrahim Akin
article en

Abstract

BACKGROUND: The triglyceride-glucose (TyG) index and its obesity-related derivatives have emerged as surrogate markers of insulin resistance associated with cardiovascular outcomes. However, whether these indicators influence atrial fibrillation (AF) risk through cardiac structural and functional remodeling remains unclear. METHODS: This is a post-hoc analysis of a prospective cohort study of 32,500 UK Biobank participants free of AF who underwent baseline cardiac magnetic resonance (CMR) imaging. The TyG index and its obesity-related derivatives (TyG-body mass index (BMI), TyG-waist circumference (WC), and TyG-waist-to-height ratio (WHtR)) were calculated at baseline. Multivariable Cox regression models were used to assess associations with incident AF, and mediation analyses quantified the contribution of CMR-derived cardiac parameters to these associations. RESULTS: Over a median follow-up of 13.61 years, 1,288 incident AF cases occurred. The TyG index alone showed no independent association with AF risk. In contrast, all TyG obesity-related derivatives were significantly associated with incident AF, with TyG-WC demonstrating the strongest association (HR = 1.245, 95% CI 1.169-1.325), followed by TyG-BMI (HR = 1.223, 95% CI 1.158-1.293) and TyG-WHtR (HR = 1.190, 95% CI 1.122-1.262). Mediation analyses identified left atrial maximum volume (LAVmax) as the predominant mediator, accounting for 70.63%, 47.83%, and 40.79% of the associations for TyG-BMI, TyG-WHtR, and TyG-WC, respectively. CONCLUSIONS: TyG obesity-related derivatives, particularly TyG-WC, were independently associated with incident AF. Cardiac structural remodeling, especially LA enlargement, appeared to be a key mediating pathway. These findings support the importance of early metabolic intervention to prevent adverse atrial remodeling and reduce AF susceptibility.

Cardiovascular Diabetology
China Three Gorges University (CN), Yanbian University (CN), University of Milan (IT), University of Zurich (CH), University Hospitals of the Ruhr-University of Bochum (DE), United Nations University – Maastricht Economic and Social Research Institute on Innovation and Technology (NL), Maastricht University (NL), Universitätsklinik Marien Hospital Herne (DE), University Hospital of Zurich (CH), Hubei Provincial Center for Disease Control and Prevention (CN), Second Hospital of Yichang (CN), OLVG (NL), BG University Hospital Bergmannsheil Bochum (DE), Ospedale Bassini (IT), Katholisches Klinikum Bochum (DE), University Medical Centre Mannheim (DE), University of Naples Federico II (IT), University of Glasgow (GB), Ruhr University Bochum (DE)
Ruhr-Universität Bochum
Good health and well-being
Openalex Percentile: Top 31%
Cardiovascular Function and Risk Factors
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