Patient-oriented risk score for predicting death 1 year after myocardial infarction: the SweDen risk score
Open Access
- 1 December 2022
- journal article
- research article
- Published by BMJ in Open Heart
- Vol. 9 (2) , e002143
Abstract
Objectives Our aim was to derive, based on the SWEDEHEART registry, and validate, using the Western Denmark Heart registry, a patient-oriented risk score, the SweDen score, which could calculate the risk of 1-year mortality following a myocardial infarction (MI). Methods The factors included in the SweDen score were age, sex, smoking, diabetes, heart failure and statin use. These were chosen a priori by the SWEDEHEART steering group based on the premise that the factors were information known by the patients themselves. The score was evaluated using various statistical methods such as time-dependent receiver operating characteristics curves of the linear predictor, area under the curve metrics, Kaplan-Meier survivor curves and the calibration slope. Results The area under the curve values were 0.81 in the derivation data and 0.76 in the validation data. The Kaplan-Meier curves showed similar patient profiles across datasets. The calibration slope was 1.03 (95% CI 0.99 to 1.08) in the validation data using the linear predictor from the derivation data. Conclusions The SweDen risk score is a novel tool created for patient use. The risk score calculator will be available online and presents mortality risk on a colour scale to simplify interpretation and to avoid exact life span expectancies. It provides a validated patient-oriented risk score predicting the risk of death within 1 year after suffering an MI, which visualises the benefit of statin use and smoking cessation in a simple way.Keywords
Funding Information
- the Swedish Research Council
- Swedish HeartLung Foundation
This publication has 17 references indexed in Scilit:
- A new concordance measure for risk prediction models in external validation settingsStatistics in Medicine, 2016
- Sudden cardiac death in patients with diabetes mellitus and chronic heart failureDiabetes & Vascular Disease Research, 2015
- External validation of multivariable prediction models: a systematic review of methodological conduct and reportingBMC Medical Research Methodology, 2014
- External validation of a Cox prognostic model: principles and methodsBMC Medical Research Methodology, 2013
- Presentation of multivariate data for clinical use: The Framingham Study risk score functionsStatistics in Medicine, 2004
- Predictors of Hospital Mortality in the Global Registry of Acute Coronary EventsArchives of internal medicine (1960), 2003
- Prognostic Importance of Physical Examination for Heart Failure in Non–ST-Elevation Acute Coronary SyndromesJAMA, 2003
- Rationale and design of the GRACE (Global Registry of Acute Coronary Events) Project: A multinational registry of patients hospitalized with acute coronary syndromesAmerican Heart Journal, 2001
- The TIMI Risk Score for Unstable Angina/Non–ST Elevation MIJAMA, 2000
- What do we mean by validating a prognostic model?Statistics in Medicine, 2000