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Frailty assessment and risk prediction by GRACE score in older patients with acute myocardial infarction
BACKGROUND: Risk prediction after myocardial infarction is often complex in older patients. The Global Registry of Acute Coronary Events (GRACE) model includes clinical parameters and age, but not frailty. We hypothesised that frailty would enhance the prognostic properties of GRACE. METHODS: We per...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7069195/ https://www.ncbi.nlm.nih.gov/pubmed/32164580 http://dx.doi.org/10.1186/s12877-020-1500-9 |
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author | Anand, Atul Cudmore, Sarah Robertson, Shirley Stephen, Jacqueline Haga, Kristin Weir, Christopher J. Murray, Scott A. Boyd, Kirsty Gunn, Julian Iqbal, Javaid MacLullich, Alasdair Shenkin, Susan D. Fox, Keith A. A. Mills, Nicholas Denvir, Martin A. |
author_facet | Anand, Atul Cudmore, Sarah Robertson, Shirley Stephen, Jacqueline Haga, Kristin Weir, Christopher J. Murray, Scott A. Boyd, Kirsty Gunn, Julian Iqbal, Javaid MacLullich, Alasdair Shenkin, Susan D. Fox, Keith A. A. Mills, Nicholas Denvir, Martin A. |
author_sort | Anand, Atul |
collection | PubMed |
description | BACKGROUND: Risk prediction after myocardial infarction is often complex in older patients. The Global Registry of Acute Coronary Events (GRACE) model includes clinical parameters and age, but not frailty. We hypothesised that frailty would enhance the prognostic properties of GRACE. METHODS: We performed a prospective observational cohort study in two independent cardiology units: the Royal Infirmary of Edinburgh, UK (primary cohort) and the South Yorkshire Cardiothoracic Centre, Sheffield, UK (external validation). The study sample included 198 patients ≥65 years old hospitalised with type 1 myocardial infarction (primary cohort) and 96 patients ≥65 years old undergoing cardiac catheterisation for myocardial infarction (external validation). Frailty was assessed using the Clinical Frailty Scale (CFS). The GRACE 2.0 estimated risk of 12-month mortality, Charlson comorbidity index and Karnofsky disability scale were also determined for each patient. RESULTS: Forty (20%) patients were frail (CFS ≥5). These individuals had greater comorbidity, functional impairment and a higher risk of death at 12 months (49% vs. 9% in non-frail patients, p < 0.001). The hazard of 12-month all-cause mortality nearly doubled per point increase in CFS after adjustment for age, sex and comorbidity (Hazard Ratio [HR] 1.90, 95% CI 1.47–2.44, p < 0.001). The CFS had good discrimination for mortality by Receiver Operating Characteristic (ROC) curve analysis (Area Under the Curve [AUC] 0.81, 95% CI 0.72–0.89) and enhanced the GRACE estimate (AUC 0.86 vs. 0.80 without CFS, p = 0.04). At existing GRACE thresholds, the CFS resulted in a Net Reclassification Improvement (NRI) of 0.44 (95% CI 0.28–0.60, p < 0.001), largely through reductions in risk estimates amongst non-frail patients. Similar findings were observed in the external validation cohort (NRI 0.46, 95% CI 0.23–0.69, p < 0.001). CONCLUSIONS: The GRACE score overestimated mortality risk after myocardial infarction in these cohorts of older patients. The CFS is a simple guided frailty tool that may enhance prediction in this setting. These findings merit evaluation in larger cohorts of unselected patients. TRIAL REGISTRATION: Clinicaltrials.gov; NCT02302014 (November 26th 2014, retrospectively registered). |
format | Online Article Text |
id | pubmed-7069195 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-70691952020-03-18 Frailty assessment and risk prediction by GRACE score in older patients with acute myocardial infarction Anand, Atul Cudmore, Sarah Robertson, Shirley Stephen, Jacqueline Haga, Kristin Weir, Christopher J. Murray, Scott A. Boyd, Kirsty Gunn, Julian Iqbal, Javaid MacLullich, Alasdair Shenkin, Susan D. Fox, Keith A. A. Mills, Nicholas Denvir, Martin A. BMC Geriatr Research Article BACKGROUND: Risk prediction after myocardial infarction is often complex in older patients. The Global Registry of Acute Coronary Events (GRACE) model includes clinical parameters and age, but not frailty. We hypothesised that frailty would enhance the prognostic properties of GRACE. METHODS: We performed a prospective observational cohort study in two independent cardiology units: the Royal Infirmary of Edinburgh, UK (primary cohort) and the South Yorkshire Cardiothoracic Centre, Sheffield, UK (external validation). The study sample included 198 patients ≥65 years old hospitalised with type 1 myocardial infarction (primary cohort) and 96 patients ≥65 years old undergoing cardiac catheterisation for myocardial infarction (external validation). Frailty was assessed using the Clinical Frailty Scale (CFS). The GRACE 2.0 estimated risk of 12-month mortality, Charlson comorbidity index and Karnofsky disability scale were also determined for each patient. RESULTS: Forty (20%) patients were frail (CFS ≥5). These individuals had greater comorbidity, functional impairment and a higher risk of death at 12 months (49% vs. 9% in non-frail patients, p < 0.001). The hazard of 12-month all-cause mortality nearly doubled per point increase in CFS after adjustment for age, sex and comorbidity (Hazard Ratio [HR] 1.90, 95% CI 1.47–2.44, p < 0.001). The CFS had good discrimination for mortality by Receiver Operating Characteristic (ROC) curve analysis (Area Under the Curve [AUC] 0.81, 95% CI 0.72–0.89) and enhanced the GRACE estimate (AUC 0.86 vs. 0.80 without CFS, p = 0.04). At existing GRACE thresholds, the CFS resulted in a Net Reclassification Improvement (NRI) of 0.44 (95% CI 0.28–0.60, p < 0.001), largely through reductions in risk estimates amongst non-frail patients. Similar findings were observed in the external validation cohort (NRI 0.46, 95% CI 0.23–0.69, p < 0.001). CONCLUSIONS: The GRACE score overestimated mortality risk after myocardial infarction in these cohorts of older patients. The CFS is a simple guided frailty tool that may enhance prediction in this setting. These findings merit evaluation in larger cohorts of unselected patients. TRIAL REGISTRATION: Clinicaltrials.gov; NCT02302014 (November 26th 2014, retrospectively registered). BioMed Central 2020-03-13 /pmc/articles/PMC7069195/ /pubmed/32164580 http://dx.doi.org/10.1186/s12877-020-1500-9 Text en © The Author(s). 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Anand, Atul Cudmore, Sarah Robertson, Shirley Stephen, Jacqueline Haga, Kristin Weir, Christopher J. Murray, Scott A. Boyd, Kirsty Gunn, Julian Iqbal, Javaid MacLullich, Alasdair Shenkin, Susan D. Fox, Keith A. A. Mills, Nicholas Denvir, Martin A. Frailty assessment and risk prediction by GRACE score in older patients with acute myocardial infarction |
title | Frailty assessment and risk prediction by GRACE score in older patients with acute myocardial infarction |
title_full | Frailty assessment and risk prediction by GRACE score in older patients with acute myocardial infarction |
title_fullStr | Frailty assessment and risk prediction by GRACE score in older patients with acute myocardial infarction |
title_full_unstemmed | Frailty assessment and risk prediction by GRACE score in older patients with acute myocardial infarction |
title_short | Frailty assessment and risk prediction by GRACE score in older patients with acute myocardial infarction |
title_sort | frailty assessment and risk prediction by grace score in older patients with acute myocardial infarction |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7069195/ https://www.ncbi.nlm.nih.gov/pubmed/32164580 http://dx.doi.org/10.1186/s12877-020-1500-9 |
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