ArticleCirculation2024
Optimal Screening for Predicting and Preventing the Risk of Heart Failure Among Adults With Diabetes Without Atherosclerotic Cardiovascular Disease: A Pooled Cohort Analysis.
Article in Circulation, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers, 2 of them syntheses that pooled it.
What it found
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Who cites it
16 citing papers in PubMed, 2 syntheses or guidelines pooled it, 28 citations in OpenAlex.
- 2026 AHA/ACC/ADA/ASN Guideline for the Prevention, Detection, Evaluation, and Management of Cardiovascular-Kidney-Metabolic Syndrome: A Report of the American College of Cardiology/American Heart Association Joint Committee on Clinical Practice Guidelines.Journal of the American College of Cardiology · 2026Guideline
- Diagnostic Performance of Machine Learning Algorithms for Predicting Heart Failure in Diabetic Patients: A Systematic Review and Meta-Analysis.Endocrinology, diabetes & metabolism · 2025Pooled it
- Echocardiographic phenotypes of diabetic myocardial disorder: evolution over 15 months follow-up in the ARISE-HF trial.Cardiovascular diabetology · 2025Trial
- Economic evaluation of NT-proBNP testing plus standard clinical assessment versus standard clinical assessment alone for the prevention of heart failure in older adults with type 2 diabetes.BMJ open diabetes research & care · 2026Article
- Diabetic Retinopathy Grading and Concurrent Cardiorenal Biomarker Abnormalities in Type 2 Diabetes: Albuminuria and Elevated NT-proBNP-A Retrospective Cross-Sectional Study.Journal of clinical medicine · 2026Article
- Implementing community-based heart failure screening in primary care settings: a population-based pilot study in Shanghai, China.BMC primary care · 2025Observational
- Screening Natriuretic Peptide Levels Predicts Heart Failure and Death in Individuals With Type 1 and Type 2 Diabetes Without Known Heart Failure.Diabetes care · 2025Article
- Exploring heart failure prevalence and dimensions: A comprehensive NT-proBNP study in high-risk primary care patients.ESC heart failure · 2025Article
- Inhibiting atrial natriuretic peptide clearance reduces myocardial fibrosis and improves cardiac function in diabetic rats.European heart journal open · 2025Article
- Construction and validation of a prediction model for 90-day readmission risk in patients with chronic heart failure.Frontiers in cardiovascular medicine · 2025Article
- Emerging Role of Natriuretic Peptides in Diabetes Care: A Brief Review of Pertinent Recent Literature.Diagnostics (Basel, Switzerland) · 2024Review
- Role of Circulating Biomarkers in Diabetic Cardiomyopathy.Biomedicines · 2024Review
- Article
- The value of natriuretic peptide testing for the diagnosis and prevention of heart failure in high-risk populations.Advances in laboratory medicine · 2024Article
- Update on clinical and experimental management of diabetic cardiomyopathy: addressing current and future therapy.Frontiers in endocrinology · 2024Review
- Lipotoxicity as a therapeutic target in obesity and diabetic cardiomyopathy.Journal of pharmacy & pharmaceutical sciences : a publication of the Canadian Society for Pharmaceutical Sciences, Societe canadienne des sciences pharmaceutiques · 2024Review
Corrections and comments
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Authors and funding
15 authors at 10 institutions in 4 countries.
Funding
Abstract
backgroundThe optimal approach to identify individuals with diabetes who are at a high risk for developing heart failure (HF) to inform implementation of preventive therapies is unknown, especially in those without atherosclerotic cardiovascular disease (ASCVD).
methodsAdults with diabetes and no HF at baseline from 7 community-based cohorts were included. Participants without ASCVD who were at high risk for developing HF were identified using 1-step screening strategies: risk score (WATCH-DM [Weight, Age, Hypertension, Creatinine, HDL-C, Diabetes Control, QRS Duration, MI, and CABG] ≥12), NT-proBNP (N-terminal pro-B-type natriuretic peptide ≥125 pg/mL), hs-cTn (high-sensitivity cardiac troponin T ≥14 ng/L; hs-cTnI ≥31 ng/L), and echocardiography-based diabetic cardiomyopathy (echo-DbCM; left atrial enlargement, left ventricular hypertrophy, or diastolic dysfunction). High-risk participants were also identified using 2-step screening strategies with a second test to identify residual risk among those deemed low risk by the first test: WATCH-DM/NT-proBNP, NT-proBNP/hs-cTn, NT-proBNP/echo-DbCM. Across screening strategies, the proportion of HF events identified, 5-year number needed to treat and number needed to screen to prevent 1 HF event with an SGLT2i (sodium-glucose cotransporter 2 inhibitor) among high-risk participants, and cost of screening were estimated.
resultsThe initial study cohort included 6293 participants (48.2% women), of whom 77.7% without prevalent ASCVD were evaluated with different HF screening strategies. At 5-year follow-up, 6.2% of participants without ASCVD developed incident HF. The 5-year number needed to treat to prevent 1 HF event with an SGLT2i among participants without ASCVD was 43 (95% CI, 29-72). In the cohort without ASCVD, high-risk participants identified using 1-step screening strategies had a low 5-year number needed to treat (22 for NT-proBNP to 37 for echo-DbCM). However, a substantial proportion of HF events occurred among participants identified as low risk using 1-step screening approaches (29% for echo-DbCM to 47% for hs-cTn). Two-step screening strategies captured most HF events (75-89%) in the high-risk subgroup with a comparable 5-year number needed to treat as the 1-step screening approaches (30-32). The 5-year number needed to screen to prevent 1 HF event was similar across 2-step screening strategies (45-61). However, the number of tests and associated costs were lowest for WATCH-DM/NT-proBNP ($1061) compared with other 2-step screening strategies (NT-proBNP/hs-cTn: $2894; NT-proBNP/echo-DbCM: $16 358).
conclusionsSelective NT-proBNP testing based on the WATCH-DM score efficiently identified a high-risk primary prevention population with diabetes expected to derive marked absolute benefits from SGLT2i to prevent HF.
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