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Updated: Dec 20, 2025

In Silico Clinical Trials for Cardiovascular Disease
Published on: May 27, 2022
Characteristics of Contemporary Randomized Clinical Trials and Their Association With the Trial Funding Source in
Mario Gaudino1, Irbaz Hameed1, Mohamed Rahouma1
1Department of Cardiothoracic Surgery, Weill Cornell Medicine, New York, New York.
Importance:
Changes in evidence-based practice and guideline recommendations depend on high-quality randomized clinical trials (RCTs). Commercial device and pharmaceutical manufacturers are frequently involved in the funding, design, conduct, and reporting of trials, the implications of which have not been recently analyzed.
Objective:
To evaluate the design, outcomes, and reporting of contemporary randomized clinical trials of invasive cardiovascular interventions and their association with the funding source.
Design, Setting, And Participants:
This cross-sectional study analyzed published RCTs between January 1, 2008, to May 31, 2019. The trials included those involving coronary, vascular and structural interventional cardiology, and vascular and cardiac surgical procedures.
Main Outcomes And Measures:
We assessed (1) trial characteristics, (2) finding of a statistically significant difference in the primary end point favoring the experimental intervention, (3) reporting of implied treatment advantage in trials without significant differences in primary end point, (4) existence of major discrepancies between registered and published primary outcomes, (5) number of patients whose outcomes would need to switch from a nonevent to an event to convert a significant difference in primary end point to nonsignificant, and (6) association with funding source.
Results:
Of the 216 RCTs analyzed, 115 (53.2%) reported having commercial sponsorship. Most trials had 80% power to detect an estimated treatment effect of 30%, and 128 trials (59.3%) used composite primary end points. The median (interquartile range [IQR]) sample size was 502 (204-1702) patients, and the median (IQR) follow-up duration was 12 (1.0-14.4) months. Overall, 123 trials (57.0%) reported a statistically significant difference in the primary outcome favoring the experimental intervention; reporting strategies that implied an advantage were identified in 55 (65.5%) of 84 trials that reported nonsignificant differences. Commercial sponsorship was associated with a statistically significantly greater likelihood of favorable outcomes reporting (exponent of regression coefficient β, 2.80; 95% CI, 1.09-7.18; P = .03) and with the reporting of findings that are inconsistent with the trial results. Discrepancies between the registered and published primary outcomes were found in 82 trials (38.0%), without differences in trial sponsorship. A median (IQR) number of 5 (2.8-12.5) patients experiencing a different outcome would have change statistically significant results to nonsignificant. Commercial sponsorship was associated with a greater number of patients (exponent of regression coefficient β, 1.29; 95% CI, 1.00-1.66; P = .04).
Conclusions And Relevance:
These results suggest that contemporary RCTs of invasive cardiovascular interventions are relatively small and fragile, have short follow-up, and have limited power to detect large treatment effects. Commercial support appeared to be associated with differences in trial design, results, and reporting.
Insights
Commercial sponsorship in cardiovascular trials is linked to biased reporting of favorable outcomes. These randomized clinical trials (RCTs) are often small, with short follow-up, impacting evidence-based practice.
Area of Science:
- Cardiovascular Medicine
- Clinical Trials Methodology
- Medical Device Research
Background:
- High-quality randomized clinical trials (RCTs) are crucial for evidence-based practice and guideline development.
- Commercial entities frequently fund, design, conduct, and report on clinical trials, necessitating an analysis of their influence.
Purpose of the Study:
- To assess the design, outcomes, and reporting of recent randomized clinical trials (RCTs) in invasive cardiovascular interventions.
- To determine the association between trial funding sources (specifically commercial sponsorship) and study characteristics and results.
Main Methods:
- A cross-sectional analysis of published RCTs in interventional cardiology and cardiovascular/vascular surgery from January 1, 2008, to May 31, 2019.
- Evaluation of trial characteristics, statistical significance of primary endpoints, reporting of implied treatment advantages, discrepancies between registered and published outcomes, and the sensitivity of results to small changes in patient outcomes.
- Assessment of the association between commercial sponsorship and these measures.
Main Results:
- Of 216 RCTs, 53.2% had commercial sponsorship. Trials were often small (median 502 patients) with short follow-up (median 12 months).
- Commercial sponsorship was significantly associated with reporting favorable outcomes (OR 2.80) and inconsistent findings.
- Discrepancies between registered and published primary outcomes occurred in 38.0% of trials, irrespective of sponsorship. Commercial sponsorship was linked to a higher number of patients needed to change significance (OR 1.29).
Conclusions:
- Contemporary RCTs in invasive cardiovascular interventions are often underpowered, small, and have limited follow-up.
- Commercial sponsorship appears linked to differences in trial design, outcome reporting, and potentially biased results, influencing the evidence base.
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