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Background: The triglyceride glucose index (TyG index) is a marker of insulin resistance linked to the incidence of major adverse cardiovascular events (MACE) in diverse populations. However, its long-term prognostic role in type 2 diabetes (T2D) remains underexplored. This study evaluated the predictive value of the TyG index for all-cause mortality and MACE in T2D over a period of more than 15 years.
Methods: A retrospective analysis was conducted on a cohort of 568 patients with T2D (median age: 67 years, IQR 61-72 years; 54% males; median disease duration: 14 years, IQR 7-21 years; median HbA1c: 7.3%, IQR 6.6-8.0%) and 376 presumably healthy controls (CTR, median age: 65 years, IQR 60-71 years) followed for a median period of 16.8 (IQR, 13.1-16.8) years. Routine biomarkers were measured on serum samples using commercially available methods. One-way ANOVA/ANCOVA, logistic regression, and Spearman's correlations were used to compare the TyG index among groups and to assess its correlations with biochemical variables. The association between TyG index and the follow-up endpoints was investigated by Kaplan-Meier curves and Cox proportional hazards analysis.
Results: Patients with T2D exhibited higher TyG Index values compared to CTR, with significant correlations between the TyG Index and markers of obesity, glucose metabolism, inflammation, and liver function. Patients with preexisting diabetic kidney disease (DKD) or atherosclerotic vascular disease had higher baseline values of TyG index. Sex-specific differences were observed among CTR but not in T2D patients. The TyG Index was predictive of all-cause mortality (HR = 1.39, 95% CI 1.07-1.79) and associated with the onset of complications MACE, DKD, and neuropathy independent of other conventional predictors. Age modified the TyG Index-mortality association, with the strongest effect in individuals aged 57-74.
Conclusion: The TyG index is a valuable prognostic marker for long-term risk of all-cause mortality and MACE in patients with T2D, supporting its use in clinical risk stratification.
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http://dx.doi.org/10.1186/s12933-025-02671-2 | DOI Listing |
Ren Fail
December 2025
Department of Nephrology, Kidney Disease Medical Center, Tianjin Medical University General Hospital, National Key Clinical Specialty, Tianjin Key Medical Discipline, Tianjin, China.
Purpose: This study aimed to investigate the association between body roundness index (BRI) and deaths from all causes and cardiovascular disease (CVD) in participants with chronic kidney disease (CKD).
Materials And Methods: The data was sourced from the National Health and Nutrition Examination Survey (NHANES) 1999-2018. Cox proportional hazards regression along with restricted cubic splines were applied to assess the associations of BRI with deaths from all causes and CVD in individuals with CKD.
Ren Fail
December 2025
Renal Division, Department of Medicine, Peking University First Hospital, Peking University Institute of Nephrology, Beijing, China.
The Grams model, designed to predict adverse event risks in advanced chronic kidney disease (CKD) patients, was evaluated in a Chinese cohort of 1,333 patients with eGFR below 30 mL/min/1.73 m. The model demonstrated moderate to good discrimination across outcomes, performing well in predicting kidney replacement therapy (KRT) but overestimating the risks of cardiovascular disease (CVD) and mortality.
View Article and Find Full Text PDFEur J Clin Pharmacol
September 2025
Department of Forensic Pathology, West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, Chengdu, 610041, China.
Background And Objective: While current clinical guidelines generally advocate for beta-blocker therapy following acute myocardial infarction (AMI), conflicting findings have surfaced through large-scale observational studies and meta-analyses. We conducted this systematic review and meta-analysis of published observational studies to quantify the long-term therapeutic impact of beta-blocker across heterogeneous AMI populations.
Methods: We conducted comprehensive searches of the PubMed, Embase, Cochrane, and Web of Science databases for articles published from 2000 to 2025 that examine the link between beta-blocker therapy and clinical outcomes (last search update: March 1, 2025).
Cardiovasc Revasc Med
September 2025
Division of Vascular Surgery, Cardiovascular Center, Tufts Medical Center, Boston, MA, USA; Tufts University School of Medicine, Boston, MA, USA. Electronic address:
Background: protamine sulfate is used to reduce bleeding risk after Carotid Artery Stenting (CAS), but its efficacy in personalized patient settings remains underexplored. This study aims to identify factors associated with greater benefits from protamine sulfate following CAS.
Methods: A retrospective review of Vascular Quality Initiative (VQI) data (2016-2022) identified patients undergoing CAS, divided into Transfemoral CAS (TF-CAS) and Transcarotid artery revascularization (TCAR) groups.
Acad Radiol
September 2025
Department of Nuclear Medicine, National Taiwan University Hospital, Taipei, Taiwan (J.Y.H., C.L.K., K.L.C.); College of Medicine, National Taiwan University, Taipei, Taiwan (J.Y.H., C.K.H., K.L.C., Y.W.W.); Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan (C.K
Rationale And Objectives: The prognostic implications of myocardial perfusion imaging (MPI) are imperative to provide proper management of coronary artery disease (CAD). This study aimed to quantify the long-term prognostic value of MPI under routine clinical conditions.
Materials And Methods: This single-center retrospective cohort study evaluated all-cause mortality and cause-specific survival according to MPI findings in patients with suspected or known CAD who underwent diagnostic evaluation or assessment of myocardial ischemia and viability in a tertiary referral cardiovascular center.