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Introduction: Previous evidence showed that triglyceride-glucose (TyG) index is strongly associated with poor prognosis in atrial fibrillation (AF) in the general population. In critically ill patients, physiological stress may cause rapid fluctuation in the TyG index, making single measurements insufficient for prognosis assessment. Furthermore, the impact of TyG index trajectories on outcomes in critically ill patients with atrial fibrillation has not yet been well elucidated. Therefore, our study aimed to assess the association between TyG index trajectories in patients with AF in intensive care unit (ICU) and all-cause mortality at 30-day, 90-day, 180-day and 365-day follow-up.
Methods: We used data from Medical Information Mart for Intensive Care (MIMIC)-IV database. Patients diagnosed with AF in ICU were enrolled. We applied group-based trajectory modeling to identify distinct TyG index trajectories, selecting the optimal model based on the Bayesian information criterion (BIC), Akaike information criterion (AIC), average posterior probability (AvePP), and clinical interpretability. Kaplan-Meier survival curve was used to compare the mortality in AF patients with different TyG index trajectories. Hazard ratios (HRs) were calculated to elucidate the association between trajectories and prognosis in Cox proportional hazard models. Restricted cubic splines (RCS) were used to assess the relationship between TyG index and outcomes.
Results: A total of 1,108 AF patients were enrolled. Four TyG index trajectories were identified including: (1) traj1 group (TyG index stable at low level), (2) traj2 group (TyG index slowly ascending at moderate level), (3) traj3 group (TyG index ascending then descending at moderate high level) and (4) traj4 group (TyG index fluctuate at high level). The Traj4 group demonstrated significantly higher mortality rates at all time points (30-day, 90-day, 180-day and 365-day) compared to other trajectory groups. In addition, Cox proportional hazard models indicated that patients in traj4 group had higher risk of mortality compared to those in traj1 group at 30-day (HR = 1.71, 95% confidence interval [CI], 1.14-2.56), 90-day (HR = 1.67, 95% CI, 1.17-2.39), 180-day (HR = 1.44, 95% CI, 1.03-2.06) and 365-day (HR = 1.44, 95% CI, 1.04-1.98). Meanwhile, the RCS indicated a linear association between TyG index and all-cause mortality.
Conclusion: In critically ill patients with AF, TyG index trajectories were significantly associated with 30-day, 90-day, 180-day and 365-day all-cause mortality. This suggested that TyG index trajectories could serve as a robust indicator for risk stratification and prognosis assessment in ICU patients with AF.
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http://dx.doi.org/10.1186/s12933-025-02838-x | DOI Listing |
Cardiovasc Diabetol
September 2025
Department of Cardiology, Affiliated Hospital of Hebei University, Baoding, 071000, Hebei, China.
Background: The Triglyceride-Glucose (TyG) index is a surrogate marker of insulin resistance and has been associated with cardiovascular outcomes. However, most studies used single-timepoint measurements, failing to capture its dynamic changes after STEMI.
Methods: In this retrospective cohort study, 1,092 STEMI patients undergoing PCI were followed for five years.
Rom J Morphol Embryol
August 2025
Department of Obstetrics and Gynecology, Victor Babeş University of Medicine and Pharmacy, Timişoara, Romania;
Background: Maternal dysmetabolism and low-grade inflammation accelerate fetal aortic wall thickening. Whether concomitant placental vascular or inflammatory lesions amplify this risk is unknown. Participants, Materials and Methods: 88 women with singleton, anatomically normal pregnancies were phenotyped at 24-26 weeks (visit 1, V1) and 32-34 weeks (visit 2, V2).
View Article and Find Full Text PDFJ Clin Med
July 2025
Department of Orthopedics and Traumatology, Medical University of Lublin, Jaczewskiego 8, 20-090 Lublin, Poland.
This study sought to assess the impact of diabetes and hypertension on wound healing and recovery in orthopedic patients, with an emphasis on laboratory correlations. This study included 67 orthopedic patients, divided into a geriatric group (n = 49, ≥65 years) and a control group (n = 18). Clinical and laboratory assessments were performed at admission and discharge.
View Article and Find Full Text PDFEcotoxicol Environ Saf
September 2025
Institute of Child and Adolescent Health, School of Public Health, Peking University, National Health Commission Key Laboratory of Reproductive Health, Beijing, China. Electronic address:
Phthalates (PAEs) exposure and triglyceride-glucose (TyG) index-an indicator of insulin resistance (IR), remains not fully understood. To investigate the predictive and mediating role of IR markers in associations between PAEs exposure and puberty initiation, adjusting for sex hormones. A cohort was implemented in May 2017-October 2020.
View Article and Find Full Text PDFCardiovasc Diabetol
July 2025
Department of Cardiology, The First Affiliated Hospital of Soochow University, Suzhou City, 215006, Jiangsu Province, China.
Introduction: Previous evidence showed that triglyceride-glucose (TyG) index is strongly associated with poor prognosis in atrial fibrillation (AF) in the general population. In critically ill patients, physiological stress may cause rapid fluctuation in the TyG index, making single measurements insufficient for prognosis assessment. Furthermore, the impact of TyG index trajectories on outcomes in critically ill patients with atrial fibrillation has not yet been well elucidated.
View Article and Find Full Text PDF