Related Experiment Video
Updated: Feb 13, 2026

In Silico Clinical Trials for Cardiovascular Disease
Published on: May 27, 2022
Prevalent and Incident Heart Failure in Cardiovascular Outcome Trials of Patients With Type 2 Diabetes
Stephen J Greene1, Muthiah Vaduganathan2, Muhammad Shahzeb Khan3
1Duke Clinical Research Institute, Durham, North Carolina; Division of Cardiology, Duke University Medical Center, Durham, North Carolina.
Insights
Cardiovascular outcome trials for glucose-lowering drugs lack consistent heart failure (HF) data. This review highlights critical gaps in HF data ascertainment, recommending improved characterization for future studies.
Area of Science:
- Cardiology
- Endocrinology
- Clinical Trials Methodology
Background:
- Glucose-lowering therapies have demonstrated effects on heart failure (HF) risk.
- Systematic characterization of HF data within cardiovascular outcome trials (CVOTs) for these therapies is lacking.
Purpose of the Study:
- To systematically evaluate the ascertainment and reporting of heart failure data in large-scale CVOTs of glucose-lowering therapies.
- To identify gaps in HF data collection and propose strategies for improvement.
Main Methods:
- Systematic review of published Phase III and IV CVOTs (n > 1,000) evaluating glucose-lowering therapies up to June 2017.
- Data abstraction from publications, FDA advisory committee records, and FDA labeling documents.
- Evaluation of 21 trials encompassing 152,737 patients.
Main Results:
- Inconsistent reporting of baseline and incident heart failure (HF) rates and definitions across trials.
- Limited availability of baseline ejection fraction data, often not specific to HF patients.
- Absence of data on functional class, ejection fraction, or HF therapy at the time of incident HF diagnosis.
- HF hospitalization data present in 15 trials, but only 2 included HF events in primary composite endpoints.
Conclusions:
- Significant gaps exist in the capture and reporting of heart failure data within CVOTs for glucose-lowering therapies.
- There is a critical need for standardized and comprehensive HF data ascertainment in future clinical trials.
- Improved HF characterization is essential for understanding the cardiovascular safety and efficacy of these medications.
Abstract:
Despite multiple examples of glucose-lowering therapies affecting heart failure (HF) risk, ascertainment of HF data in cardiovascular outcome trials of these medications has not been systematically characterized. In this review, large (n >1,000) published phase III and IV cardiovascular outcome trials evaluating glucose-lowering therapies through June 2017 were identified. Data were abstracted from publications, U.S. Food and Drug Administration advisory committee records, and U.S. Food and Drug Administration labeling documents. Overall, 21 trials including 152,737 patients were evaluated. Rates and definitions of baseline HF and incident HF were inconsistently provided. Baseline ejection fraction data were provided in 3 studies but not specific to patients with HF. No trial reported functional class, ejection fraction, or HF therapy at the time of incident HF diagnosis. HF hospitalization data were available in 15 trials, but only 2 included HF-related events within the primary composite endpoint. This systematic review highlights gaps in HF data capture within cardiovascular outcome trials of glucose-lowering therapies and outlines rationale and strategies for improving HF characterization.
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