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Risk evaluation of cognitive impairment in patients with heart failure: A call for action
BACKGROUND: Cognitive impairment (CI) is common in patients with heart failure (HF) and impacts treatment adherence and other aspects of patient life in HF. Recognition of CI in patients with HF is therefore important. We aimed to develop a risk model with easily available patient characteristics, t...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9563178/ https://www.ncbi.nlm.nih.gov/pubmed/36246772 http://dx.doi.org/10.1016/j.ijcha.2022.101133 |
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author | Kuipers, Sanne Greving, Jacoba P. Brunner-La Rocca, Hans-Peter Gottesman, Rebecca F. van Oostenbrugge, Robert J. Williams, Nicole L. Jan Biessels, Geert Jaap Kappelle, L. |
author_facet | Kuipers, Sanne Greving, Jacoba P. Brunner-La Rocca, Hans-Peter Gottesman, Rebecca F. van Oostenbrugge, Robert J. Williams, Nicole L. Jan Biessels, Geert Jaap Kappelle, L. |
author_sort | Kuipers, Sanne |
collection | PubMed |
description | BACKGROUND: Cognitive impairment (CI) is common in patients with heart failure (HF) and impacts treatment adherence and other aspects of patient life in HF. Recognition of CI in patients with HF is therefore important. We aimed to develop a risk model with easily available patient characteristics, to identify patients with HF who are at high risk to be cognitively impaired and in need for further cognitive investigation. METHODS & RESULTS: The risk model was developed in 611 patients ≥ 60 years with HF from the TIME-CHF trial. Fifty-six (9 %) patients had CI (defined as Hodkinson Abbreviated Mental Test ≤ 7). We assessed the association between potential predictors and CI with least-absolute-shrinkage-and-selection-operator (LASSO) regression analysis. The selected predictors were: older age, female sex, NYHA class III or IV, Charlson comorbidity index ≥ 6, anemia, heart rate ≥ 70 bpm and systolic blood pressure ≥ 145 mmHg. A model that combined these variables had a c-statistic of 0.70 (0.63–0.78). The model was validated in 155 patients ≥ 60 years with HF from the ECHO study. In the validation cohort 51 (33 %) patients had CI (defined as a Mini Mental State Exam ≤ 24). External validation showed an AUC of 0.56 (0.46–0.66). CONCLUSIONS: This risk model with easily available patient characteristics has poor predictive performance in external validation, which may be due to case-mix variation. These findings underscore the need for active screening and standardized assessment for CI in patients with HF. |
format | Online Article Text |
id | pubmed-9563178 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-95631782022-10-15 Risk evaluation of cognitive impairment in patients with heart failure: A call for action Kuipers, Sanne Greving, Jacoba P. Brunner-La Rocca, Hans-Peter Gottesman, Rebecca F. van Oostenbrugge, Robert J. Williams, Nicole L. Jan Biessels, Geert Jaap Kappelle, L. Int J Cardiol Heart Vasc Original Paper BACKGROUND: Cognitive impairment (CI) is common in patients with heart failure (HF) and impacts treatment adherence and other aspects of patient life in HF. Recognition of CI in patients with HF is therefore important. We aimed to develop a risk model with easily available patient characteristics, to identify patients with HF who are at high risk to be cognitively impaired and in need for further cognitive investigation. METHODS & RESULTS: The risk model was developed in 611 patients ≥ 60 years with HF from the TIME-CHF trial. Fifty-six (9 %) patients had CI (defined as Hodkinson Abbreviated Mental Test ≤ 7). We assessed the association between potential predictors and CI with least-absolute-shrinkage-and-selection-operator (LASSO) regression analysis. The selected predictors were: older age, female sex, NYHA class III or IV, Charlson comorbidity index ≥ 6, anemia, heart rate ≥ 70 bpm and systolic blood pressure ≥ 145 mmHg. A model that combined these variables had a c-statistic of 0.70 (0.63–0.78). The model was validated in 155 patients ≥ 60 years with HF from the ECHO study. In the validation cohort 51 (33 %) patients had CI (defined as a Mini Mental State Exam ≤ 24). External validation showed an AUC of 0.56 (0.46–0.66). CONCLUSIONS: This risk model with easily available patient characteristics has poor predictive performance in external validation, which may be due to case-mix variation. These findings underscore the need for active screening and standardized assessment for CI in patients with HF. Elsevier 2022-10-10 /pmc/articles/PMC9563178/ /pubmed/36246772 http://dx.doi.org/10.1016/j.ijcha.2022.101133 Text en © 2022 The Authors https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Original Paper Kuipers, Sanne Greving, Jacoba P. Brunner-La Rocca, Hans-Peter Gottesman, Rebecca F. van Oostenbrugge, Robert J. Williams, Nicole L. Jan Biessels, Geert Jaap Kappelle, L. Risk evaluation of cognitive impairment in patients with heart failure: A call for action |
title | Risk evaluation of cognitive impairment in patients with heart failure: A call for action |
title_full | Risk evaluation of cognitive impairment in patients with heart failure: A call for action |
title_fullStr | Risk evaluation of cognitive impairment in patients with heart failure: A call for action |
title_full_unstemmed | Risk evaluation of cognitive impairment in patients with heart failure: A call for action |
title_short | Risk evaluation of cognitive impairment in patients with heart failure: A call for action |
title_sort | risk evaluation of cognitive impairment in patients with heart failure: a call for action |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9563178/ https://www.ncbi.nlm.nih.gov/pubmed/36246772 http://dx.doi.org/10.1016/j.ijcha.2022.101133 |
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