ArticleInternational journal of cardiology. Heart & vasculature2022
Risk evaluation of cognitive impairment in patients with heart failure: A call for action.
Article in International journal of cardiology. Heart & vasculature, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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Who cites it
7 citing papers in PubMed.
- Prevalence and Latent Profiles of Cognitive Impairment in Patients with Heart Failure: A Secondary Data Analysis.Journal of clinical medicine · 2026Article
- The heart-brain axis: neurocognitive frailty in heart failure.Journal of neurology · 2025Review
- Connecting the dots: A narrative review of the relationship between heart failure and cognitive impairment.ESC heart failure · 2025Review
- Race, diabetes, and cognitive function: a cross-sectional analysis of intersecting disparities in the NHANES cohort.Frontiers in neuroscience · 2025Article
- Construction and validation of a nomogram model for cognitive impairment in heart failure patients.Frontiers in cardiovascular medicine · 2025Article
- Mapping cognitive function screening instruments for patients with heart failure: A scoping review.Belitung nursing journal · 2024Article
- National and international collaborations to advance research into vascular contributions to cognitive decline.Cerebral circulation - cognition and behavior · 2024Article
Corrections and comments
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Authors and funding
9 authors.
Funding
Abstract
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.
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