Department of Pharmacy, Huashan Hospital, Fudan University, 12 Middle Urumqi Road, Shanghai 200040, China.
Department of Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jie Fang Road, Wuhan, Hubei 430022, China; Hubei Province Clinical Research Center for Precision Medicine for Critical Illness, 1277 Jie Fang Road, Wuhan, Hubei 430022, China.
Int Immunopharmacol. 2024 Aug 20;137:112535. doi: 10.1016/j.intimp.2024.112535. Epub 2024 Jun 21.
Tacrolimus (TAC) has high pharmacokinetic (PK) variability during the early transplantation period. The relationships between whole-blood and intracellular TAC concentrations and clinical outcomes remain controversial. This study identifies the factors affecting the PK variability of TAC and characterizes the relationships between whole-blood and intracellular TAC concentrations. Data regarding whole-blood TAC concentrations of 1,787 samples from 215 renal transplant recipients (<90 days postoperative) across two centers and intracellular TAC concentrations (648 samples) digitized from previous studies were analyzed using nonlinear mixed-effects modeling. The effects of potential covariates were screened, and the distribution of whole-blood to intracellular TAC concentration ratios (R) was estimated. The final model was evaluated using bootstrap, goodness of fit, and prediction-corrected visual predictive checks. The optimal dosing regimens and target ranges for each type of immune cell subsets were determined using Monte Carlo simulations. A two-compartment model adequately described the data, and the estimated mean TAC CL/F was 23.6 L·h (relative standard error: 11.5 %). The hematocrit level, CYP3A5*3 carrier status, co-administration with Wuzhi capsules, and tapering prednisolone dose may contribute to the high variability of TAC PK variability during the early post-transplant period. The estimated R of all TAC concentrations in peripheral blood mononuclear cells (PBMCs) was 4940, and inter-center variability of PBMCs was observed. The simulated TAC target range in PBMCs was 20.2-85.9 pg·million cells. Inter-center variability in intracellular concentrations should be taken into account in further analyses. TAC dosage adjustments can be guided based on PK/PD variability and simulated intracellular concentrations.
他克莫司(TAC)在移植早期的药代动力学(PK)变异性较高。全血和细胞内 TAC 浓度与临床结局之间的关系仍存在争议。本研究旨在确定影响 TAC PK 变异性的因素,并描述全血和细胞内 TAC 浓度之间的关系。对来自两个中心的 215 例肾移植受者(术后<90 天)的 1787 份全血 TAC 浓度样本和之前研究中数字化的 648 份细胞内 TAC 浓度数据进行非线性混合效应模型分析。筛选潜在协变量的影响,并估计全血与细胞内 TAC 浓度比(R)的分布。使用 bootstrap、拟合优度和预测校正可视化预测检查评估最终模型。使用蒙特卡罗模拟确定每种免疫细胞亚群的最佳给药方案和目标范围。两室模型能够很好地描述数据,估计的平均 TAC CL/F 为 23.6 L·h(相对标准误差:11.5%)。红细胞压积水平、CYP3A5*3 携带者状态、与五酯胶囊合用以及逐渐减少泼尼松龙剂量可能导致移植后早期 TAC PK 变异性较高。外周血单个核细胞(PBMCs)中所有 TAC 浓度的估计 R 为 4940,并观察到 PBMCs 之间的中心间变异性。模拟的 PBMCs 中 TAC 目标范围为 20.2-85.9 pg·百万细胞。在进一步的分析中应考虑细胞内浓度的中心间变异性。可以根据 PK/PD 变异性和模拟的细胞内浓度来指导 TAC 剂量调整。