ArticleOpen heart
Clinical prediction of incident heart failure risk: a systematic review and meta-analysis.
Article in Open heart. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 51 papers, 4 of them syntheses that pooled it.
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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
51 citing papers in PubMed, 4 syntheses or guidelines pooled it.
- Body Composition and Risk of Incident Heart Failure in 1 Million Adults: A Systematic Review and Dose-Response Meta-Analysis of Prospective Cohort Studies.Journal of the American Heart Association · 2023Pooled it
- Diabetes mellitus and risk of new-onset and recurrent heart failure: a systematic review and meta-analysis.ESC heart failure · 2020Pooled it
- Clinical significance of nutritional status in patients with chronic heart failure-a systematic review.Heart failure reviews · 2019Pooled it
- Influence of Smoking Status on Risk of Incident Heart Failure: A Systematic Review and Meta-Analysis of Prospective Cohort Studies.International journal of environmental research and public health · 2019Pooled it
- Effects of Metformin on Left Ventricular Size and Function in Hypertensive Patients with Type 2 Diabetes Mellitus: Results of a Randomized, Controlled, Multicenter, Phase IV Trial.American journal of cardiovascular drugs : drugs, devices, and other interventions · 2020Trial
- Tobacco use disorder is associated with increased risk of cardiomyopathy in a population-based study from Taiwan.Scientific reports · 2025Article
- Optic neuritis and risk of heart failure and atrial fibrillation: A nationwide cohort study.PNAS nexus · 2025Article
- Predictors of Incident Heart Failure in Patients With Chronic Chagas Disease Cardiomyopathy.Echocardiography (Mount Kisco, N.Y.) · 2025Observational
- Heart failure risk stratification using artificial intelligence applied to electrocardiogram images: a multinational study.European heart journal · 2025Article
- Lipoprotein (a) and lipid-lowering treatment from the perspective of a cardiac surgeon. An impact on the prognosis in patients with aortic valve replacement and after heart transplantation.International journal of cardiology. Cardiovascular risk and prevention · 2024Article
- Scalable Risk Stratification for Heart Failure Using Artificial Intelligence applied to 12-lead Electrocardiographic Images: A Multinational Study.medRxiv : the preprint server for health sciences · 2024Article
- Zonisamide attenuates pressure overload-induced myocardial hypertrophy in mice through proteasome inhibition.Acta pharmacologica Sinica · 2024Article
- Emirates consensus recommendations on cardiovascular risk management in type 2 diabetes.Frontiers in endocrinology · 2024Review
- Exploring the association between asthma and chronic comorbidities: impact on clinical outcomes.Frontiers in medicine · 2024Review
- TARGET-HF: developing a model for detecting incident heart failure among symptomatic patients in general practice using routine health care data.Family practice · 2023Article
- Predicting Heart Failure in Patients with Atrial Fibrillation: A Report from the Prospective COOL-AF Registry.Journal of clinical medicine · 2023Article
- Vitamin D Levels in Black Americans and the Association With Left Ventricular Remodeling and Incident Heart Failure With Preserved Ejectin Fraction: The Jackson Heart Study.Journal of cardiac failure · 2023Article
- Cardiac Structure and Function Phenogroups and Risk of Incident Heart Failure (from the Multi-ethnic Study of Atherosclerosis).The American journal of cardiology · 2023Article
- Plasma homocysteine levels and risk of congestive heart failure or cardiomyopathy: A Mendelian randomization study.Frontiers in cardiovascular medicine · 2023Article
- High fitness levels attenuate the increased risk of heart failure due to low socioeconomic status: A cohort study.European journal of clinical investigation · 2022Article
Corrections and comments
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundEarly treatment may alter progression to overt heart failure (HF) in asymptomatic individuals with stage B HF (SBHF). However, the identification of patients with SBHF is difficult. This systematic review sought to examine the strength of association of clinical factors with incident HF, with the intention of facilitating selection for HF screening.
methodsElectronic databases were systematically searched for studies reporting risk factors for incident HF. Effect sizes, typically HRs, of each risk variable were extracted. Pooled crude and adjusted HRs with 95% CIs were computed for each risk variable using a random-effects model weighted by inverse variance.
resultsTwenty-seven clinical factors were identified to be associated with risk of incident HF in 15 observational studies in unselected community populations which followed 456 850 participants over 4-29 years. The strongest independent associations for incident HF were coronary artery disease (HR=2.94; 95% CI 1.36 to 6.33), diabetes mellitus (HR=2.00; 95% CI 1.68 to 2.38), age (HR (per 10 years)=1.80; 95% CI 1.13 to 2.87) followed by hypertension (HR=1.61; 95% CI 1.33 to 1.96), smoking (HR=1.60; 95% CI 1.45 to 1.77), male gender (HR=1.52; 95% CI 1.24 to 1.87) and body mass index (HR (per 5 kg/m(2))=1.15; 95% CI 1.06 to 1.25). Atrial fibrillation (HR=1.88; 95% CI 1.60 to 2.21), left ventricular hypertrophy (HR=2.46; 95% CI 1.71 to 3.53) and valvular heart disease (HR=1.74; 95% CI 1.07 to 2.84) were also strongly associated with incident HF but were not examined in sufficient papers to provide pooled hazard estimates.
conclusionsPrediction of incident HF can be calculated from seven common clinical variables. The risk associated with these may guide strategies for the identification of high-risk people who may benefit from further evaluation and intervention.
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