ArticleJACC. Cardiovascular imaging2012
Echocardiography, natriuretic peptides, and risk for incident heart failure in older adults: the Cardiovascular Health Study.
Article in JACC. Cardiovascular imaging, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers, 3 of them syntheses that pooled it.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
23 citing papers in PubMed, 3 syntheses or guidelines pooled it, 54 citations in OpenAlex.
- Risk prediction models for detecting a new diagnosis of heart failure within 5 years in the community: a systematic review.BMJ open · 2026Pooled it
- Predictive Value of Serum N-Terminal pro-B-Type Natriuretic Peptide and Troponin T for Incident Heart Failure: A Meta-Analysis of 9 International Cohorts.Journal of the American Heart Association · 2025Pooled it
- Risk for Incident Heart Failure: A Subject-Level Meta-Analysis From the Heart "OMics" in AGEing (HOMAGE) Study.Journal of the American Heart Association · 2017Pooled it
- Prognostic Importance of Impaired Systolic Function in Heart Failure With Preserved Ejection Fraction and the Impact of Spironolactone.Circulation · 2015Trial
- Integrating ketone bodies in multi-marker risk prediction of incident heart failure in the multi-ethnic study of atherosclerosis.European journal of preventive cardiology · 2026Article
- Review
- Predictors of Incident Heart Failure in Patients With Chronic Chagas Disease Cardiomyopathy.Echocardiography (Mount Kisco, N.Y.) · 2025Observational
- Association of Thyroid Dysfunction in Individuals ≥ 65 Years of Age With Subclinical Cardiac Abnormalities.The Journal of clinical endocrinology and metabolism · 2024Article
- Biomarkers for Heart Failure Prediction and Prevention.Journal of cardiovascular development and disease · 2023Review
- Reclassification of Pre-Heart Failure Stages Using Cardiac Biomarkers: The ARIC Study.JACC. Heart failure · 2023Article
- Prediction of Incident Heart Failure in CKD: The CRIC Study.Kidney international reports · 2022Article
- A comparison of echocardiographic and circulating cardiac biomarkers for predicting incident cardiovascular disease.PloS one · 2022Article
- Prefrailty, impairment in physical function, and risk of incident heart failure among older adults.Journal of the American Geriatrics Society · 2021Article
- Development and Validation of Machine Learning-Based Race-Specific Models to Predict 10-Year Risk of Heart Failure: A Multicohort Analysis.Circulation · 2021Article
- Implications of the ACC/AHA risk score for prediction of heart failure: the Rotterdam Study.BMC medicine · 2021Article
- Risk-Based Approach for the Prediction and Prevention of Heart Failure.Circulation. Heart failure · 2021Review
- Relation of Low Normal Left Ventricular Ejection Fraction to Heart Failure Hospitalization in Blacks (From the Jackson Heart Study).The American journal of cardiology · 2020Observational
- Economic evaluation of cardiac magnetic resonance with fast-SENC in the diagnosis and management of early heart failure.Health economics review · 2019Article
- Association between vitamin D deficiency and heart failure risk in the elderly.ESC heart failure · 2018Article
- Subclinical Atherosclerosis, Cardiac and Kidney Function, Heart Failure, and Dementia in the Very Elderly.Journal of the American Heart Association · 2017Article
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Authors and funding
6 authors at 2 institutions in 1 country.
Funding
Abstract
objectivesThis study sought to examine the potential utility of echocardiography and N-terminal pro-B-type natriuretic peptide (NT-proBNP) for heart failure (HF) risk stratification in concert with a validated clinical HF risk score in older adults.
backgroundWithout clinical guidance, echocardiography and natriuretic peptides have suboptimal test characteristics for population-wide HF risk stratification. However, the value of these tests has not been examined in concert with a clinical HF risk score.
methodsWe evaluated the improvement in 5-year HF risk prediction offered by adding an echocardiographic score and/or NT-proBNP levels to the clinical Health Aging and Body Composition (ABC) HF risk score (base model) in 3,752 participants of the CHS (Cardiovascular Health Study) (age 72.6 ± 5.4 years; 40.8% men; 86.5% white). The echocardiographic score was derived as the weighted sum of independent echocardiographic predictors of HF. We assessed changes in Bayesian information criterion (BIC), C index, integrated discrimination improvement (IDI), and net reclassification improvement (NRI). We examined also the weighted NRI across baseline HF risk categories under multiple scenarios of event versus nonevent weighting.
resultsReduced left ventricular ejection fraction, abnormal E/A ratio, enlarged left atrium, and increased left ventricular mass were independent echocardiographic predictors of HF. Adding the echocardiographic score and NT-proBNP levels to the clinical model improved BIC (echocardiography: -43, NT-proBNP: -64.1, combined: -68.9; all p < 0.001) and C index (baseline: 0.746; echocardiography: +0.031, NT-proBNP: +0.027, combined: +0.043; all p < 0.01), and yielded robust IDI (echocardiography: 43.3%, NT-proBNP: 42.2%, combined: 61.7%; all p < 0.001), and NRI (based on Health ABC HF risk groups; echocardiography: 11.3%; NT-proBNP: 10.6%, combined: 16.3%; all p < 0.01). Participants at intermediate risk by the clinical model (5% to 20% 5-yr HF risk; 35.7% of the cohort) derived the most reclassification benefit. Echocardiography yielded modest reclassification when used sequentially after NT-proBNP.
conclusionsIn older adults, echocardiography and NT-proBNP offer significant HF risk reclassification over a clinical prediction model, especially for intermediate-risk individuals.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.