VanDerwerken Douglas N, Wood Nicholas L, Segev Dorry L, Gentry Sommer E
Department of MathematicsUS Naval AcademyAnnapolisMD.
Department of EpidemiologySchool of Public HealthJohns Hopkins UniversityBaltimoreMD.
Hepatology. 2021 Aug;74(2):950-960. doi: 10.1002/hep.31781.
Scores from the Model for End-Stage Liver Disease (MELD), which are used to prioritize candidates for deceased donor livers, are widely acknowledged to be negatively correlated with the 90-day survival rate without a liver transplant. However, inconsistent and outdated estimates of survival probabilities by MELD preclude useful applications of the MELD score.
Using data from all prevalent liver waitlist candidates from 2016 to 2019, we estimated 3-day, 7-day, 14-day, 30-day, and 90-day without-transplant survival probabilities (with confidence intervals) for each MELD score and status 1A. We used an adjusted Kaplan-Meier model to avoid unrealistic assumptions and multiple observations per person instead of just the observation at listing. We found that 90-day without-transplant survival has improved over the last decade, with survival rates increasing >10% (in absolute terms) for some MELD scores. We demonstrated that MELD correctly prioritizes candidates in terms of without-transplant survival probability but that status 1A candidates' short-term without-transplant survival is higher than that of MELD 40 candidates and lower than that of MELD 39 candidates. Our primary result is the updated survival functions themselves.
We calculated without-transplant survival probabilities for each MELD score (and status 1A). The survival function is an invaluable tool for many applications in liver transplantation: awarding of exception points, calculating the relative demand for deceased donor livers in different geographic areas, calibrating the pediatric end-stage liver disease score, and deciding whether to accept an offered liver.
终末期肝病模型(MELD)评分用于确定已故供体肝脏候选者的优先顺序,普遍认为该评分与未进行肝移植的90天生存率呈负相关。然而,MELD对生存概率的估计不一致且过时,妨碍了MELD评分的有效应用。
利用2016年至2019年所有在肝移植等待名单上的患者数据,我们估计了每个MELD评分和1A状态下的3天、7天、14天、30天和90天未移植生存概率(含置信区间)。我们使用调整后的Kaplan-Meier模型,以避免不切实际的假设和每人多次观察,而不仅仅是登记时的观察。我们发现,在过去十年中,90天未移植生存率有所提高,某些MELD评分的生存率(绝对值)提高了10%以上。我们证明,MELD在未移植生存概率方面正确地对候选者进行了优先排序,但1A状态候选者的短期未移植生存率高于MELD 40分的候选者,低于MELD 39分的候选者。我们的主要结果是更新后的生存函数本身。
我们计算了每个MELD评分(和1A状态)的未移植生存概率。生存函数是肝移植许多应用中的一个宝贵工具:授予例外分数、计算不同地理区域对已故供体肝脏的相对需求、校准小儿终末期肝病评分以及决定是否接受提供的肝脏。