Good Studies Evaluate the Disease While Great Studies Evaluate the Patient: Development and Application of a Desirability of Outcome Ranking Endpoint for Staphylococcus aureus Bloodstream Infection

医学 金黄色葡萄球菌 血流感染 结果(博弈论) 排名(信息检索) 重症监护医学 葡萄球菌感染 疾病 免疫学 内科学 细菌 生物 遗传学 数学 机器学习 计算机科学 数理经济学
作者
Sarah B. Doernberg,Thuy Tien T. Tran,Steven Y. C. Tong,Mical Paul,Dafna Yahav,Joshua S. Davis,Leonard Leibovici,Helen W. Boucher,G. Ralph Corey,Sara E. Cosgrove,Henry F. Chambers,Vance G. Fowler,Scott Evans,Thomas L Holland
出处
期刊:Clinical Infectious Diseases [Oxford University Press]
卷期号:68 (10): 1691-1698 被引量:53
标识
DOI:10.1093/cid/ciy766
摘要

Desirability of outcome ranking (DOOR) is an innovative approach in clinical trials to evaluate the global benefits and risks of an intervention. We developed and validated a DOOR endpoint for Staphylococcus aureus bloodstream infection (BSI) through a survey to infectious diseases clinicians and secondary analysis of trial data. We administered a survey of 20 cases of S. aureus BSI, asking respondents to rank outcomes by global desirability. Correlations and percentage of pairwise agreement among rankings were estimated to inform development of a DOOR endpoint, which was applied to 2 prior S. aureus BSI trials. The probability that a patient randomly assigned to experimental treatment would have a better DOOR ranking than if assigned to control was estimated. Results were also analyzed using partial credit, which is analogous to scoring an academic test, assigning 100% to the most desirable outcome, 0% to the least, and "partial credit" to intermediate ranks. Forty-two recipients (97%) completed the survey. The DOOR endpoint fitting these rankings (r = 0.89; 95% confidence interval, 0.67 to 0.94) incorporated survival plus cumulative occurrence of adverse events, cure, infectious complications, and ongoing symptoms. Tailored versions of this endpoint were applied to 2 S. aureus BSI trials, and both demonstrated no benefit of the experimental treatment using DOOR and partial credit analysis. Using S. aureus BSI as an exemplar, we developed a DOOR endpoint that can be used as a template for development of DOOR endpoints for other diseases. Future trials can incorporate DOOR to allow for global assessment of patient experience.

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