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肝移植等待名单患者90天死亡率预测模型的预后能力及质量评估

Prognostic Abilities and Quality Assessment of Models for the Prediction of 90-Day Mortality in Liver Transplant Waiting List Patients.

作者信息

Saldaña Ricardo Salinas, Schrem Harald, Barthold Marc, Kaltenborn Alexander

机构信息

Core Facility Quality Management & Health Technology Assessment in Transplantation, Integrated Research and Treatment Center Transplantation (IFB-Tx), Hannover Medical School, Hannover, Germany.

Department of General, Visceral and Transplant Surgery, Hannover Medical School, Hannover, Germany.

出版信息

PLoS One. 2017 Jan 27;12(1):e0170499. doi: 10.1371/journal.pone.0170499. eCollection 2017.

DOI:10.1371/journal.pone.0170499
PMID:28129338
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC5271345/
Abstract

BACKGROUND

Model of end-stage liver disease (MELD)-score and diverse variants are widely used for prognosis on liver transplant waiting-lists.

METHODS

818 consecutive patients on the liver transplant waiting-list included to calculate the MELD, MESO Index, MELD-Na, UKELD, iMELD, refitMELD, refitMELD-Na, upMELD and PELD-scores. Prognostic abilities for 90-day mortality were investigated applying Receiver-operating-characteristic-curve analysis. Independent risk factors for 90-day mortality were identified with multivariable binary logistic regression modelling. Methodological quality of the underlying development studies was assessed with a systematic assessment tool.

RESULTS

74 patients (9%) died on the liver transplant waiting list within 90 days after listing. All but one scores, refitMELD-Na, had acceptable prognostic performance with areas under the ROC-curves (AUROCs)>0.700. The iMELD performed best (AUROC = 0.798). In pediatric cases, the PELD-score just failed to reach the acceptable threshold with an AUROC = 0.699. All scores reached a mean quality score of 72.3%. Highest quality scores could be achieved by the UKELD and PELD-scores. Studies specifically lack statistical validity and model evaluation.

CONCLUSIONS

Inferior quality assessment of prognostic models does not necessarily imply inferior prognostic abilities. The iMELD might be a more reliable tool representing urgency of transplantation than the MELD-score. PELD-score is assumedly not accurate enough to allow graft allocation decision in pediatric liver transplantation.

摘要

背景

终末期肝病模型(MELD)评分及其多种变体广泛用于肝移植等待名单上患者的预后评估。

方法

纳入818例连续的肝移植等待名单上的患者,计算其MELD、Meso指数、MELD-Na、英国终末期肝病模型(UKELD)、综合MELD(iMELD)、改良MELD(refitMELD)、改良MELD-Na(refitMELD-Na)、更新MELD(upMELD)和小儿终末期肝病评分(PELD)。应用受试者工作特征曲线分析研究90天死亡率的预测能力。通过多变量二元逻辑回归模型确定90天死亡率的独立危险因素。使用系统评估工具评估基础开发研究的方法学质量。

结果

74例(9%)患者在列入肝移植等待名单后90天内死亡。除refitMELD-Na外,所有评分的受试者工作特征曲线下面积(AUROC)>0.700,预后表现均可接受。iMELD表现最佳(AUROC = 0.798)。在儿科病例中,PELD评分的AUROC = 0.699,刚好未达到可接受阈值。所有评分的平均质量得分为72.3%。UKELD和PELD评分可获得最高质量得分。研究特别缺乏统计有效性和模型评估。

结论

预后模型的质量评估较差并不一定意味着预后能力较差。与MELD评分相比,iMELD可能是更可靠的代表移植紧迫性的工具。PELD评分可能不够准确,无法在小儿肝移植中用于决定移植物分配。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1eb9/5271345/0b03fbf5ebd6/pone.0170499.g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1eb9/5271345/0b03fbf5ebd6/pone.0170499.g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1eb9/5271345/0b03fbf5ebd6/pone.0170499.g001.jpg

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