Related Experiment Video
Updated: Jan 17, 2026

Digital Droplet PCR Method for the Quantification of AAV Transduction Efficiency in Murine Retina
Published on: December 25, 2021
Use of the win ratio approach to assess outcomes in the DapaTAVI trial
Xavier Rossello1, Rafael Gonzalez-Manzanares2, Ignacio Amat-Santos3
1Unidad de Cardiología, Institut d'Investigació Sanitària Illes Balears (IdISBa), Hospital Universitari Son Espases, Palma de Mallorca, Baleares, Spain; Facultad de Medicina, Universitat de les Illes Balears (UIB), Palma de Mallorca, Baleares, Spain; Departamento de Investigación Clínica, Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain.
Introduction And Objectives:
The win ratio (WR) approach is used to assess composite endpoints in a hierarchical fashion. This novel method offers an excellent opportunity to assess the robustness of the findings yielded by landmark trials, such as the DapaTAVI trial.
Methods:
We applied the WR method to evaluate the treatment effect of dapagliflozin in hierarchically ordered clinical outcomes. Several combinations of outcomes were tested, including time-to-event, binary, and continuous endpoints.
Results:
The WR of the original primary endpoint was 1.36 (95%CI, 1.03-1.78; P=.028), comparable to the reciprocal of the original hazard ratio (1/HR, 1.38; 95%CI, 1.06-1.81). The win difference was 4.84% (95%CI, 0.55-9.12), confirming consistent findings in terms of absolute effect. Alternative combinations of the primary outcome with different prioritization of its components yielded similar treatment effects and statistical significance. Ignoring a time-to-event approach and including recurrent events did not substantially affect treatment efficacy and its statistical significance. In contrast, the inclusion of the total length of stay for heart failure hospitalizations in the hierarchy shifted the point estimate toward the null. Including New York Heart Association functional class improved the precision of the estimate (WR=1.31; 95%CI, 1.09-1.56; P=.003). Conversely, including quality of life through Kansas City Cardiomyopathy Questionnaire comparisons shifted the overall estimate toward the null (WR=1.10; 95%CI, 0.94-1.30; P=.236).
Conclusions:
The WR approach is a solid method to assess treatment efficacy. We observed consistent findings using this approach in the DapaTAVI trial.
More Related Videos
06:55Inverse Probability of Treatment Weighting Propensity Score using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
04:53A Clinical Trial Assessing the Safety, Efficacy, and Delivery of Olive-Oil-Based Three-Chamber Bags for Parenteral Nutrition
Published on: September 20, 2019
Related Concept Videos
Types of Biopharmaceutical Studies: Controlled and Non-Controlled Approaches
Non-controlled studies, commonly employed for initial exploration, lack a control group, rendering them susceptible to biases and external influences. In contrast,...
Kaplan-Meier Approach
Drug Product Performance: In Vitro–In Vivo Correlation
Testing a Claim about Population Proportion
There are two methods of testing a claim about a population proportion: (1) Using the sample proportion from the data where a binomial distribution is approximated to the normal distribution and (2) Using the binomial probabilities calculated from the data.
The first method uses normal distribution as an approximation to the binomial distribution. The requirements are as follows: sample size is large...
Bioequivalence studies: Biowaivers
Actuarial Approach
Consider the example of a high-risk surgical procedure with significant early-stage mortality. A two-year clinical study is conducted,...