Retrospective analysis demonstrates DOOR methodology improves understanding of clinical outcomes in smokers and non-smokers.
Background Established analysis methods for composite outcomes can be complex to interpret, clinically and statistically. To counter this, composite outcomes are frequently reduced to a binary outcome. This can simplify interpretation but there exists a danger that deeper understanding of patient experience is lost. Rank-based DOOR methodology is emerging as an attractive option, using all components of a composite outcome. DOOR methodology has been employed retrospectively to the TOPPIC trial (ISRCTN89489788) to determine if making fuller use of data could enhance study results. Methods TOPPIC patients were assigned a clinical outcome rank (1 = most desirable to 8 = least desirable). DOOR methodology was applied, testing the null hypothesis of a DOOR probability of 50% (no difference). Additionally, smokers and non-smokers were considered separately. Win ratio and ordinal logistic regression provided supportive analyses. Results Employing DOOR methodology demonstrated the distribution of ranks differed between treatment groups - DOOR probability of a more desirable outcome with active treatment of 54.6% (95% CI 53.8% - 55.4%, p < 0.0001). Considering smokers and non-smokers separately, this difference was amplified in smokers (DOOR probability 66.1% (95% CI 62.7% - 69.4%, p < 0.0001). Win ratio methodology and ordinal logistic regression showed no difference between treatments. Conclusions DOOR methodology was applied successfully to a previously published trial and shows potential to discriminate clinical outcomes effectively by deconstructing a binary endpoint of component parts into an ordinal outcome. This approach should be considered when designing trials, either as principal analysis of a rank-based outcome or as a confirmatory sensitivity analysis.
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Keerie et al. (2025) studied this question.
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