Observational studyJAMA cardiology2018
Association of Cardiovascular Biomarkers With Incident Heart Failure With Preserved and Reduced Ejection Fraction.
Observational study in JAMA cardiology, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It reports registered trial NCT04056039. Cited by 159 papers, 9 of them syntheses that pooled it.
What it found
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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.
The trial behind it
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.
Efficacy of Atorvastatin vs Colchicine in Decrease of Troponin I of High Sensitivity as a Biomarker of Myocardial Damage in Patients With Rheumatoid Arthritis With Severe Activity.
Who cites it
159 citing papers in PubMed, 9 syntheses or guidelines pooled it, 250 citations in OpenAlex.
- Kidney Disease and Heart Failure: Recent Advances and Current Challenges: Conclusions From a Kidney Disease: Improving Global Outcomes (KDIGO) Controversies Conference.JACC. Heart failure · 2026Guideline
- Epidemiology of heart failure in diabetes: a disease in disguise.Diabetologia · 2024Pooled it
- Galectin-3 is Associated with Heart Failure Incidence: A Meta-Analysis.Current cardiology reviews · 2023Pooled it
- Blood-based biomarkers for the prediction of hypertrophic cardiomyopathy prognosis: a systematic review and meta-analysis.ESC heart failure · 2022Pooled it
- Clinical Implications of Plasma Galectin-3 in Heart Failure With Preserved Ejection Fraction: A Meta-Analysis.Frontiers in cardiovascular medicine · 2022Pooled it
- Diagnostic and prognostic value of serum C-reactive protein in heart failure with preserved ejection fraction: a systematic review and meta-analysis.Heart failure reviews · 2021Pooled it
- Sex-Specific Associations of Cardiovascular Risk Factors and Biomarkers With Incident Heart Failure.Journal of the American College of Cardiology · 2020Pooled it
- Cardiovascular effects of growth hormone (GH) treatment on GH-deficient adults: a meta-analysis update.Pituitary · 2020Pooled it
- Aptamer-Based Proteomic Platform Identifies Novel Protein Predictors of Incident Heart Failure and Echocardiographic Traits.Circulation. Heart failure · 2020Pooled it
- The Prognostic Value of Serum Interleukin-6 Concentrations for 9 Cardiovascular and Mortality Outcomes: The Cross Cohort Collaboration (CCC).Journal of the American College of Cardiology · 2026Observational
- Association between C reactive protein and risk of incident heart failure in cancer survivors.Open heart · 2026Article
- Prognostic Value of Cystatin C Across Ejection Fraction Spectrum in Heart Failure With Normal to Mild Renal Dysfunction Original Investigation.Clinical cardiology · 2026Article
- Comorbidity-Driven Inflammation in HFpEF: Immune Profiling and Therapeutic Targets.Current heart failure reports · 2026Review
- The Adipokine Axis in Heart Failure: Linking Obesity, Sarcopenia and Cardiac Dysfunction in HFpEF.International journal of molecular sciences · 2026Review
- Joint Associations of High-Sensitivity C-Reactive Protein and Albumin with Incident Heart Failure: A Prospective Cohort Study.Journal of inflammation research · 2026Article
- Evaluating Incident Atrial Fibrillation and Incident Heart Failure as Time-varying Covariates for Time-to-Event Analysis Among Adults 55 Years and Older in the Multi-Ethnic Study of Atherosclerosis (MESA).Journal of cardiac failure · 2025Observational
- Loss of Hepatic Angiotensinogen Attenuates Diastolic Dysfunction in Heart Failure with Preserved Ejection Fraction.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Article
- Bone morphogenetic protein 10: clinical correlates and risk of incident atrial fibrillation.American journal of physiology. Heart and circulatory physiology · 2025Article
- Urinary markers in heart failure - types, timing and thresholds. European Journal of Heart Failure expert consensus document.European journal of heart failure · 2025Review
- The Adipokine Hypothesis of Heart Failure With a Preserved Ejection Fraction: A Novel Framework to Explain Pathogenesis and Guide Treatment.Journal of the American College of Cardiology · 2025Review
99 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
36 authors at 18 institutions in 3 countries.
Funding
Abstract
Importance: Nearly half of all patients with heart failure have preserved ejection fraction (HFpEF) as opposed to reduced ejection fraction (HFrEF), yet associations of biomarkers with future heart failure subtype are incompletely understood. Objective: To evaluate the associations of 12 cardiovascular biomarkers with incident HFpEF vs HFrEF among adults from the general population. Design, Setting, and Participants: This study included 4 longitudinal community-based cohorts: the Cardiovascular Health Study (1989-1990; 1992-1993 for supplemental African-American cohort), the Framingham Heart Study (1995-1998), the Multi-Ethnic Study of Atherosclerosis (2000-2002), and the Prevention of Renal and Vascular End-stage Disease study (1997-1998). Each cohort had prospective ascertainment of incident HFpEF and HFrEF. Data analysis was performed from June 25, 2015, to November 9, 2017. Exposures: The following biomarkers were examined: N-terminal pro B-type natriuretic peptide or brain natriuretic peptide, high-sensitivity troponin T or I, C-reactive protein (CRP), urinary albumin to creatinine ratio (UACR), renin to aldosterone ratio, D-dimer, fibrinogen, soluble suppressor of tumorigenicity, galectin-3, cystatin C, plasminogen activator inhibitor 1, and interleukin 6. Main Outcomes and Measures: Development of incident HFpEF and incident HFrEF. Results: Among the 22 756 participants in these 4 cohorts (12 087 women and 10 669 men; mean [SD] age, 60 [13] years) in the study, during a median follow-up of 12 years, 633 participants developed incident HFpEF, and 841 developed HFrEF. In models adjusted for clinical risk factors of heart failure, 2 biomarkers were significantly associated with incident HFpEF: UACR (hazard ratio [HR], 1.33; 95% CI, 1.20-1.48; P < .001) and natriuretic peptides (HR, 1.27; 95% CI, 1.16-1.40; P < .001), with suggestive associations for high-sensitivity troponin (HR, 1.11; 95% CI, 1.03-1.19; P = .008), plasminogen activator inhibitor 1 (HR, 1.22; 95% CI, 1.03-1.45; P = .02), and fibrinogen (HR, 1.12; 95% CI, 1.03-1.22; P = .01). By contrast, 6 biomarkers were associated with incident HFrEF: natriuretic peptides (HR, 1.54; 95% CI, 1.41-1.68; P < .001), UACR (HR, 1.21; 95% CI, 1.11-1.32; P < .001), high-sensitivity troponin (HR, 1.37; 95% CI, 1.29-1.46; P < .001), cystatin C (HR, 1.19; 95% CI, 1.11-1.27; P < .001), D-dimer (HR, 1.22; 95% CI, 1.11-1.35; P < .001), and CRP (HR, 1.19; 95% CI, 1.11-1.28; P < .001). When directly compared, natriuretic peptides, high-sensitivity troponin, and CRP were more strongly associated with HFrEF compared with HFpEF. Conclusions and Relevance: Biomarkers of renal dysfunction, endothelial dysfunction, and inflammation were associated with incident HFrEF. By contrast, only natriuretic peptides and UACR were associated with HFpEF. These findings highlight the need for future studies focused on identifying novel biomarkers of the risk of HFpEF.
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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.