External validation of the GRACE risk score and the risk-treatment paradox in patients with acute coronary syndrome

Publication date

2022-03

Authors

van der Sangen, Niels M.R.
Azzahhafi, Jaouad
Chan Pin Yin, Dean R P P
Peper, Joyce
Rayhi, Senna
Walhout, Ronald J
Tjon Joe Gin, Melvyn
Nicastia, Deborah M
Langerveld, Jorina
Vlachojannis, George

Editors

Advisors

Supervisors

Document Type

Article

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License

cc_by_nc

Abstract

Objectives To validate the Global Registry of Acute Coronary Events (GRACE) risk score and examine the extent and impact of the risk-treatment paradox in contemporary patients with acute coronary syndrome (ACS). Methods Data from 5015 patients with ACS enrolled in the FORCE-ACS registry between January 2015 and December 2019 were used for model validation. The performance of the GRACE risk score for predicting in-hospital and 1-year mortality was evaluated based on indices of model discrimination and calibration. Differences in the delivery of guideline-recommended care among patients who survived hospitalisation (n=4911) per GRACE risk stratum were assessed and the association with postdischarge mortality was examined. Results Discriminative power of the GRACE risk score was good for predicting in-hospital (c-statistic: 0.86; 95% CI: 0.83 to 0.90) and 1-year mortality (c-statistic: 0.82; 95% CI: 0.79 to 0.84). However, the GRACE risk score overestimated the absolute in-hospital and 1-year mortality risk (Hosmer-Lemeshow goodness-of-fit test p<0.01). Intermediate-risk and high-risk patients were 12% and 29% less likely to receive optimal guideline-recommended care compared with low-risk patients, respectively. Optimal guideline-recommended care was associated with lower mortality in intermediate- and high-risk patients. Conclusions The GRACE risk score identified patients at higher risk for in-hospital and 1-year mortality, but overestimated absolute risk levels in contemporary patients. Optimal guideline-recommended care was associated with lower mortality in intermediate-risk and high-risk patients, but was less likely to be delivered with increasing mortality risk.

Keywords

Acute Coronary Syndrome/diagnosis, Aftercare, Humans, Patient Discharge, Registries, Risk Assessment, Risk Factors, Myocardial infarction, Clinical, Pharmacology, Acute coronary syndrome, Cardiology and Cardiovascular Medicine, Journal Article

Citation

van der Sangen, N M R, Azzahhafi, J, Chan Pin Yin, D R P P, Peper, J, Rayhi, S, Walhout, R J, Tjon Joe Gin, M, Nicastia, D M, Langerveld, J, Vlachojannis, G J, van Bommel, R J, Appelman, Y, Henriques, J P S, Ten Berg, J M & Kikkert, W J 2022, 'External validation of the GRACE risk score and the risk-treatment paradox in patients with acute coronary syndrome', Open Heart, vol. 9, no. 1, e001984, pp. 1-11. https://doi.org/10.1136/openhrt-2022-001984