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Updated: Mar 18, 2026

In Silico Clinical Trials for Cardiovascular Disease
Published on: May 27, 2022
Surrogate and clinical endpoints in interventional cardiology: are statistics the brakes?
Matthias Waliszewski1, Harald Rittger2
1Medical Scientific Affairs, B.Braun Melsungen AG, Sieversufer 8, Berlin 12359, Germany matthias.waliszewski@bbraun.com.
Insights
For interventional cardiology studies, major adverse cardiac events (MACE) and target-lesion revascularization (TLR) are optimal primary endpoints for reimbursement, requiring moderate patient numbers. Emerging endpoints like fractional flow reserve (FFR) need fewer patients but have limited reimbursement impact.
Area of Science:
- Interventional Cardiology
- Clinical Trial Design
- Health Economics
Background:
- Randomized controlled trials (RCTs) are crucial for evaluating coronary devices and drug treatments.
- Assessing incremental efficacy of advanced drug-eluting stents presents challenges.
- Understanding study endpoint selection and reimbursement value is vital for trial design.
Purpose of the Study:
- To review common and alternative study endpoints in interventional cardiology.
- To analyze the reimbursement value of different endpoints.
- To discuss statistical limitations and provide endpoint recommendations for future studies.
Main Methods:
- Estimated patient numbers per group for various study designs (noninferiority, surrogate endpoints).
- Explored patient group sizes for surrogate endpoint scenarios.
- Utilized National Institute of Health and Care Excellence (NICE) preferred endpoints for reimbursement impact assessment.
Main Results:
- Hard clinical endpoints like major adverse cardiac events (MACE) and target-lesion revascularization (TLR) are gold standards, requiring 300-700 patients per group.
- Endpoints such as loss in fractional flow reserve (FFR) or stent-strut coverage are statistically feasible but have unclear clinical significance.
- Nonrandomized designs with intrapatient controls warrant further investigation.
Conclusions:
- Major adverse cardiac events (MACE) and target-lesion revascularization (TLR) are the best primary endpoints for reimbursement in studies with ~500 patients per group.
- Angiographic endpoints like minimal lumen diameter (MLD) lack reimbursement utility.
- Emerging endpoints (e.g., FFR loss, stent coverage) require smaller patient populations but have limited reimbursement impact.
Background:
Randomized controlled trials are the gold standard for demonstrating safety and efficacy of coronary devices with or without accompanying drug treatments in interventional cardiology. With the advent of last-generation drug-eluting stents having enhanced technical attributes and long-term clinical benefits, the proof of incremental angiographic or long-term clinical efficacy becomes more challenging. The purpose of this review is to provide an overview of the most common and alternative study endpoints in interventional cardiology and their potential reimbursement value. Moreover, we intend to describe the statistical limitations in order to demonstrate differences between potential treatment groups. Furthermore, careful endpoint recommendations for a given patient number are offered for future study designs.
Methods:
The number of patients per treatment group was estimated for various study designs such as noninferiority test hypotheses with hard clinical endpoints and various surrogate endpoints. To test for differences in various surrogate endpoint scenarios, the corresponding patient group sizes were explored. To evaluate these endpoints in terms of their reimbursement impact, preferred endpoints for technical appraisals in interventional cardiology at the National Institute of Health and Care Excellence (NICE) were used.
Results:
Even with the most stringent experimental control to reduce bias-introducing factors, studies with hard primary clinical endpoints such as the occurrence of major adverse cardiac events (MACE) or target-lesion revascularization (TLR) rates remain the gold standard, with numbers reaching into the 300-700 patient range per group. Study designs using loss in fractional-flow reserve (FFR) or stent-strut-coverage rates can be statistically formulated; however, the clinical ramifications for the patient remain to be discussed. Nonrandomized study designs with intrapatient angiographic controls in nontarget vessels may merit further thoughts and explorations.
Conclusions:
From a reimbursement impact, the primary endpoints MACE and TLR are the best choices for a moderately sized study population of 500 patients per group. Angiographic endpoints, in particular minimal lumen diameter (MLD), are not useful in this context. The emerging endpoints such as loss in FFR or stent coverage require smaller patient populations. However, their impact on reimbursement-related decisions is limited.
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