Evidence map›Paper›PMID 42819239›Full record

Observational studyFrontiers in endocrinology2026

Cardiac electrical remodeling in Graves' disease: insights from global ventricular repolarization indices.

Maksymilian Kłosowicz, Magdalena Urbańczuk, Aleksandra Burbelka, Agnieszka Gala-Błądzińska, Krzysztof Balawender

Abstract readObservational Study
In one paragraph

Observational study 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.

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

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

5 authors.

Maksymilian KłosowiczDepartment of Normal and Clinical Anatomy, Faculty of Medicine, Medical College, University of Rzeszów, Rzeszów, Poland.
Magdalena UrbańczukDepartment of Internal Medicine, Nephrology, and Endocrinology, St. Queen Jadwiga Clinical Hospital in Rzeszow, Rzeszow, Poland.
Aleksandra BurbelkaDepartment of Normal and Clinical Anatomy, Faculty of Medicine, Medical College, University of Rzeszów, Rzeszów, Poland.
Agnieszka Gala-BłądzińskaDepartment of Nephrology and Endocrinology, Faculty of Medicine, Medical College, University of Rzeszów, Rzeszów, Poland.
Krzysztof BalawenderDepartment of Normal and Clinical Anatomy, Faculty of Medicine, Medical College, University of Rzeszów, Rzeszów, Poland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Thyroid hormone excess can affect cardiac electrical activity through several mechanisms, yet its relationship with ventricular repolarization remains incompletely understood. Standard electrocardiographic intervals primarily characterize the overall duration of repolarization, whereas newer ECG-derived indices may provide additional information on its spatial and temporal heterogeneity. A better understanding of these alterations may be clinically relevant in light of emerging evidence linking circulating thyroid hormone levels with sudden cardiac death. Objectives: The aim of this study was to identify electrocardiographic parameters of ventricular repolarization that exhibit the most pronounced alterations in patients with Graves' disease, thereby characterizing the pattern of repolarization changes associated with thyroid hormone excess. Methods: We conducted an observational analysis comparing individuals with patients with Graves' disease with age- and sex-matched euthyroid controls. Ventricular repolarization was assessed using QT, QTc, JT, JTc, Tp-e, and Tp-e-based ratios. Group differences and discriminatory performance were evaluated using non-parametric tests and ROC analysis. Independent associations with hyperthyroidism were examined using multivariable logistic regression with entropy balancing and internal bootstrap validation. Results: Compared with controls, patients with Graves' disease showed higher Tp-e values and Tp-e-derived ratios, consistent with greater heterogeneity of ventricular repolarization. Conversely, the raw QT and JT intervals were reduced, while their rate-corrected counterparts (QTc and JTc) showed only limited differences that varied according to the correction method. Among the evaluated ECG measures, Tp-e/QT provided the strongest separation between the groups, yielding an AUC of 0.92 (95% CI 0.84-0.97), with a sensitivity of 83% and specificity of 86% at a threshold of ≥0.24. After multivariable adjustment, Tp-e/QT remained independently related to overt hyperthyroidism (OR 1.75 for each 0.01 increment, 95% CI 1.31-2.34; p < 0.001). Heart rate was also independently associated with hyperthyroidism (OR 1.05 per 1-bpm increase, 95% CI 1.00-1.10; p = 0.046). Conclusions: In patients with Graves' hyperthyroidism, ventricular repolarization appears to be characterized by greater electrical heterogeneity without a consistent increase in overall repolarization duration. Tp-e-derived measures may capture these abnormalities more effectively and provide additional information beyond standard ECG repolarization indices.

Indexed as

Graves DiseaseHeart VentriclesVentricular RemodelingAdultCase-Control StudiesElectrocardiographyFemaleHumansMaleMiddle Agedelectrocadiographyglobal repolarization parametersGraves disease (GD)JT intervalovert hyperthyroidismTp-e intervalTp-e/QT

Identifiers

PMID42819239
PMCPMC13623706

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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 OpenQuestion graph.