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首页> 外文期刊>Pharmacological research: The official journal of The Italian Pharmacological Society >Impact of longitudinal exposure to mycophenolic acid on acute rejection in renal-transplant recipients using a joint modeling approach
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Impact of longitudinal exposure to mycophenolic acid on acute rejection in renal-transplant recipients using a joint modeling approach

机译:使用联合建模方法纵向暴露于麦考酚酸对肾移植受体急性排斥反应的影响

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This study aimed to investigate the association between longitudinal exposure to mycophenolic acid (MPA) and acute rejection (AR) risk in the first year after renal transplantation, and to propose MPA exposure targets conditionally to this association. A joint model, adjusted for monitoring strategy (fixed-dose versus concentration-controlled) and recipient age, was developed; it combined a mixed-effects model to describe the whole pattern of MPA exposure (i.e. area under the concentration-time curve (AUC)) and a survival model. MPA AUC thresholds were determined using time-dependent receiver-operating characteristics (ROC) curves. Data from 490 adult renal-transplant recipients, representative of the general population of adult renal-transplant patients (i.e. including patients considered at low immunological risk-enrolled in the OPERA trial as well as second renal transplant and patients co-treated by either cyclosporine or tacrolimus), were analyzed. A significant association was found between the longitudinal exposure to MPA (MPA AUCs = f(t)) and AR (p = 0.0081), and validated by bootstrapping. A significant positive correlation was observed between time post-transplantation and ROC thresholds which increased in average from 35 mg h/L in the first days to 41 mg h/L beyond six months post-transplantation (p < 0.001). Using a new modeling approach which recognizes the repeated measures in a same patient, this study supports the association between MPA exposure and AR.
机译:这项研究旨在调查在肾脏移植后的第一年中,纵向暴露于麦考酚酸(MPA)与急性排斥反应(AR)风险之间的关联,并提出有条件的MPA暴露目标。建立了针对监测策略(固定剂量与浓度控制)和接受者年龄进行调整的联合模型;它结合了混合效应模型来描述MPA暴露的整个模式(即浓度-时间曲线(AUC)下的面积)和生存模型。使用与时间有关的接收器工作特性(ROC)曲线确定MPA AUC阈值。来自490名成年肾移植受者的数据,代表成年人肾移植患者的总体人群(即包括被认为具有较低免疫风险的患者,包括OPERA试验,第二次肾移植以及环孢霉素或环孢素或联合治疗的患者)他克莫司)。发现纵向暴露于MPA(MPA AUCs = f(t))和AR(p = 0.0081)之间存在显着关联,并通过自举进行了验证。移植后的时间与ROC阈值之间存在显着的正相关性,ROC阈值从移植后的最初6天开始的平均每天35 mg h / L增加到最初的41 mg h / L(p <0.001)。本研究使用一种新的建模方法,该方法可识别同一患者的重复测量,从而支持MPA暴露与AR之间的关联。

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