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A validated prediction model for all forms of acute coronary syndrome: estimating the risk of 6-month postdischarge death in an international registry.

Publication ,  Journal Article
Eagle, KA; Lim, MJ; Dabbous, OH; Pieper, KS; Goldberg, RJ; Van de Werf, F; Goodman, SG; Granger, CB; Steg, PG; Gore, JM; Budaj, A; Avezum, A ...
Published in: JAMA
June 9, 2004

CONTEXT: Accurate estimation of risk for untoward outcomes after patients have been hospitalized for an acute coronary syndrome (ACS) may help clinicians guide the type and intensity of therapy. OBJECTIVE: To develop a simple decision tool for bedside risk estimation of 6-month mortality in patients surviving admission for an ACS. DESIGN, SETTING, AND PATIENTS: A multinational registry, involving 94 hospitals in 14 countries, that used data from the Global Registry of Acute Coronary Events (GRACE) to develop and validate a multivariable stepwise regression model for death during 6 months postdischarge. From 17,142 patients presenting with an ACS from April 1, 1999, to March 31, 2002, and discharged alive, 15,007 (87.5%) had complete 6-month follow-up and represented the development cohort for a model that was subsequently tested on a validation cohort of 7638 patients admitted from April 1, 2002, to December 31, 2003. MAIN OUTCOME MEASURE: All-cause mortality during 6 months postdischarge after admission for an ACS. RESULTS: The 6-month mortality rates were similar in the development (n = 717; 4.8%) and validation cohorts (n = 331; 4.7%). The risk-prediction tool for all forms of ACS identified 9 variables predictive of 6-month mortality: older age, history of myocardial infarction, history of heart failure, increased pulse rate at presentation, lower systolic blood pressure at presentation, elevated initial serum creatinine level, elevated initial serum cardiac biomarker levels, ST-segment depression on presenting electrocardiogram, and not having a percutaneous coronary intervention performed in hospital. The c statistics for the development and validation cohorts were 0.81 and 0.75, respectively. CONCLUSIONS: The GRACE 6-month postdischarge prediction model is a simple, robust tool for predicting mortality in patients with ACS. Clinicians may find it simple to use and applicable to clinical practice.

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Published In

JAMA

DOI

EISSN

1538-3598

Publication Date

June 9, 2004

Volume

291

Issue

22

Start / End Page

2727 / 2733

Location

United States

Related Subject Headings

  • Risk Assessment
  • Registries
  • Myocardial Ischemia
  • Middle Aged
  • Male
  • Humans
  • Hospitalization
  • General & Internal Medicine
  • Female
  • Decision Support Techniques
 

Citation

APA
Chicago
ICMJE
MLA
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Eagle, K. A., Lim, M. J., Dabbous, O. H., Pieper, K. S., Goldberg, R. J., Van de Werf, F., … GRACE Investigators. (2004). A validated prediction model for all forms of acute coronary syndrome: estimating the risk of 6-month postdischarge death in an international registry. JAMA, 291(22), 2727–2733. https://doi.org/10.1001/jama.291.22.2727
Eagle, Kim A., Michael J. Lim, Omar H. Dabbous, Karen S. Pieper, Robert J. Goldberg, Frans Van de Werf, Shaun G. Goodman, et al. “A validated prediction model for all forms of acute coronary syndrome: estimating the risk of 6-month postdischarge death in an international registry.JAMA 291, no. 22 (June 9, 2004): 2727–33. https://doi.org/10.1001/jama.291.22.2727.
Eagle KA, Lim MJ, Dabbous OH, Pieper KS, Goldberg RJ, Van de Werf F, et al. A validated prediction model for all forms of acute coronary syndrome: estimating the risk of 6-month postdischarge death in an international registry. JAMA. 2004 Jun 9;291(22):2727–33.
Eagle, Kim A., et al. “A validated prediction model for all forms of acute coronary syndrome: estimating the risk of 6-month postdischarge death in an international registry.JAMA, vol. 291, no. 22, June 2004, pp. 2727–33. Pubmed, doi:10.1001/jama.291.22.2727.
Eagle KA, Lim MJ, Dabbous OH, Pieper KS, Goldberg RJ, Van de Werf F, Goodman SG, Granger CB, Steg PG, Gore JM, Budaj A, Avezum A, Flather MD, Fox KAA, GRACE Investigators. A validated prediction model for all forms of acute coronary syndrome: estimating the risk of 6-month postdischarge death in an international registry. JAMA. 2004 Jun 9;291(22):2727–2733.
Journal cover image

Published In

JAMA

DOI

EISSN

1538-3598

Publication Date

June 9, 2004

Volume

291

Issue

22

Start / End Page

2727 / 2733

Location

United States

Related Subject Headings

  • Risk Assessment
  • Registries
  • Myocardial Ischemia
  • Middle Aged
  • Male
  • Humans
  • Hospitalization
  • General & Internal Medicine
  • Female
  • Decision Support Techniques