A prospective study of the METS-IR index to predict arrhythmia risk in middle-aged adults
Lu, Q.; Bi, W.; Cheng, Y.; Li, Y.; Tang, H.; Liu, L.-J.
Show abstract
Background: Higher METS-IR has been shown to be associated with a higher risk of major adverse cardiovascular events, but data are lacking regarding cardiac arrhythmias. Objectives: The aim of this study was to assess the association between METS-IR and atrial fibrillation/flutter, ventricular arrhythmia and bradyarrhythmia. Methods: Data from the Atherosclerosis Risk in Communities study spanning 1987 to 2013 was utilized for this analysis. METS-IR scores were assessed at baseline (1987-1989) and arrhythmia episodes were identified using ICD-9 codes. Multivariate-adjusted Cox proportional hazard models were constructed to evaluate the relationship between METS-IR and arrhythmia risk, with dose-response analyses conducted. In addition, we analyzed the predictive value of METS-IR for arrhythmias. Results: Over a mean follow-up of 21.9 years, 2493 cases of AF, 688 cases of bradyarrhythmia, and 1315 cases of ventricular arrhythmia were recorded. Each interquartile range increase in METS-IR was associated with a 49% higher risk of atrial fibrillation(P<0.001), 29% higher risk of bradyarrhythmia(P<0.001), and 42% higher risk of ventricular arrhythmia(P<0.001). After correction for relevant confounders, the METS-IR index was significantly and positively associated with the risk of new-onset atrial fibrillation, bradyarrhythmia, and ventricular arrhythmia (P overall<0.05, P for non-linearity>0.05). Most of the results of the subgroup analyses were not significantly different. The inclusion of METS-IR in the base model improves the predictive value of the risk of arrhythmogenesis. Conclusions: There is a significant association between METS-IR and increased risk of arrhythmias.
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Association of Physical Activity with the Incidence of Atrial Fibrillation in Persons >65 Years Old: The Atherosclerosis Risk In Communities (ARIC) Study 95%
- Obesity, hypertension and tobacco use associated with left ventricular remodelling and hypertrophy in South African Women: Birth to Twenty Plus Cohort 95%
- The Impact of Continuous Positive Airway Pressure Therapy on the Recurrence of Atrial Fibrillation in Patients with Obstructive Sleep Apnea after pulmonary vein isolation 94%
Similar papers in this journal
- Carotid Intima-media thickness, carotid distensibility and incident heart failure in older men: The British Regional Heart Study 95%
- Smartwatch Facilitated Remote Health Care for Patients Undergoing Transcatheter Aortic Valve Replacement Amid COVID-19 Pandemic 95%
- Surgical strategy for atrial functional mitral regurgitation with atrial fibrillation 95%
Similar papers in this journal
- Investigating Electrocardiographic Abnormalities in Patients with Coronary Microvascular Dysfunction 95%
- Prognostic value of compact myocardial thinning in patients with left ventricular non-compaction 94%
- Higher mortality in male patients with Takotsubo cardiomyopathy appears to be related to higher complication rates 94%
Similar papers in this journal
- Fragmented QRS is independently predictive of long-term adverse clinical outcomes in Asian patients hospitalized for heart failure: a retrospective cohort study 96%
- Electrocardiographic Abnormalities and Troponin Elevation in COVID-19 95%
- Predicting long-term prognosis after percutaneous coronary intervention in patients with acute coronary syndromes: a prospective nested case-control analysis for county-level health services 95%
Similar papers in this journal
- Lifestyle physical activity intensity and rapid-rate non-sustained ventricular tachycardia in arrhythmogenic cardiomyopathy 95%
- Pacemaker implantation after cardiac surgery: a contemporary, nationwide perspective 95%
- Evaluation of Indicators of Reproducibility and Transparency in Published Cardiology Literature 92%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.