肝移植术后死亡率的时间变化:使用倾向评分对潜在危险因素的回顾性调查

Rana A. Almousa, Mohamed M. Shoukri
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引用次数: 0

摘要

目的:我们的目的是检测肝移植受者按移植期分层的死亡率随时间的变化。由于这是一项回顾性调查,因此可以通过在多元逻辑回归模型中使用倾向得分加权来减少可能的混杂效应引起的偏差。方法:回顾性分析2005-2009年、2010-2014年和2015-2019年3个时期接受肝移植的所有成人肝移植受者(n = 250)的病历。分析以下受者因素:受者和供者的年龄、性别、肾功能损害、体重指数(BMI)、是否存在细菌或病毒感染、MELD(终末期疾病模型)。采用倾向评分(PS)调整的多变量logistic模型来确定危险因素对死亡率的影响,以及在目标时间框架内5年内的死亡。患者结果记录为;(死亡患者状态= 1,活着患者状态= 0)。结果:Meld评分、受体年龄和肾损害被证明是移植患者死亡率的预测因子。采用多元回归模型确定特定危险因素的显著性,并进行两两比较。使用逆倾向评分加权的逻辑回归对两期进行两两比较,校正了测量协变量可能的混杂效应,结果显示,与初始期相比,后续期的死亡率显著降低。结论:这些发现的临床意义在于能够对移植后死亡高风险患者进行分层,并对他们进行更密集和准确的管理。
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Temporal Variations in Mortality after Liver Transplantation: Retrospective Investigation of Potential Risk Factors Using Propensity Score
Objective: We aim to detect over-time variations in mortality of liver transplant recipients stratified by the period of transplant. Since this is a retrospective investigation, bias reduction caused by possible confounding effects can be achieved by using propensity score weighting in a multivariate logistic regression model. Methods: Medical charts of all adult liver transplant recipients (n = 250) who were transplanted in three periods 2005-2009, 2010-2014 and 2015-2019 were retrospectively reviewed. The following recipient factors were analyzed: recipients and donors’ ages, sex, renal impairment, body mass index (BMI), presence of bacterial or viral infections, MELD (Model for end-stage diseases). Multivariate logistic model adjusted by Propensity Scores (PS) was used to identify the effect of the risk factors on mortality, and death within five years, in the targeted time frame. Patient outcomes are recorded as; (patient status = 1 if dead, or patient status = 0 if alive). Results: Meld score, recipient age, and renal impairments were shown to be predictors of mortality in transplanted patients. Multivariate regression model was used to identify the significance of the specified risk factors, followed by pairwise comparisons between periods. Pairwise comparisons between periods using logistic regression weighted by the inverse propensity score, correcting for the possible confounding effect of measured covariates showed that the death rate is significantly reduced in subsequent periods as compared to the initial period. Conclusions: The clinical implications of these findings are the ability to stratify patients at high risk of posttransplant death by planning more intensive and accurate management for them.
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