Work

Prediction of adverse events after acute myocardial infarction: derivation and external validation of an extended CHA 2 DS 2 -VASc score model

Year: 2025

Type: article

Abstract: Background The CHA 2 DS 2 -VASc score predicts poor prognosis in patients with acute myocardial infarction (AMI), with or without atrial fibrillation. In this observational study, we aimed to evaluate the CHA 2 DS 2 -VASc score by itself and extended with clinical data to predict adverse events in patients after AMI. Methods In this longitudinal observational study, we used a cohort of 955 patients hospitalised for AMI at Västmanland County Hospital, Västerås, Sweden, to derive prediction models. The CHA 2 DS 2 -VASc score alone and combined with clinical data (systolic blood pressure, creatinine level, ST-segment elevation and diuretic use at discharge) was analysed using Cox regression to evaluate the risk of major adverse events (MAE), defined as all-cause death or hospitalisation due to recurrent MI, heart failure or ischaemic stroke. Discriminatory performance was presented as the time-dependent area under the curve (tdAUC). The prediction models were validated in 416 patients with AMI hospitalised at Uppsala University Hospital, Uppsala, Sweden. Results During a median of 2.5 years, 287 (30.1%) patients experienced MAE. CHA 2 DS 2 -VASc scores of 2, 4 and 6 were associated with fourfold, ninefold and 18-fold increases in the relative risk of MAE, respectively, with a tdAUC of 0.76 at a 2-year follow-up. Extending the CHA 2 DS 2 -VASc score with clinical data significantly improved the prediction model (p<0.001), yielding a tdAUC of 0.81. The models performed well in the validation cohort, with satisfactory calibration and tdAUC values of 0.70–0.78. Conclusion The addition of clinical data to the CHA 2 DS 2 -VASc score was superior to a model with CHA 2 DS 2 -VASc alone in predicting adverse events in patients after AMI, and the model performed well in external validation.

Source: BMJ Open

DOI: 10.1136/bmjopen-2024-097267

Authors: Lina Carlsson, Jerzy Leppert, Jonas Selmeryd, Christina Christersson, Pär Hedberg

Institutions: Västmanlands sjukhus Västerås, Västerås Municipality, Region Västmanland, Uppsala University

Language: English

Topic: Acute Myocardial Infarction Research

Subfield: Cardiology and Cardiovascular Medicine

Field: Medicine

Domain: Health Sciences

SDG: Good health and well-being

Open Access status: gold

Estimated APC paid: $1,839