Factors Affecting Time-Varying Clearance of Cyclosporine in Adult Renal Transplant Recipients: A Population Pharmacokinetic Perspective

被引:8
作者
Mao, Junjun [1 ]
Qiu, Xiaoyan [1 ]
Qin, Weiwei [1 ]
Xu, Luyang [1 ]
Zhang, Ming [2 ]
Zhong, Mingkang [1 ]
机构
[1] Fudan Univ, Huashan Hosp, Dept Pharm, 12 Middle Urumqi Rd, Shanghai 200040, Peoples R China
[2] Fudan Univ, Huashan Hosp, Dept Nephrol, 12 Middle Urumqi Rd, Shanghai 200040, Peoples R China
关键词
Population analysis; Cyclosporine; Renal transplantation; Therapeutic drug monitoring; ERYTHROCYTE BINDING; BAYESIAN-ESTIMATION; EXTERNAL EVALUATION; HUMAN HEPATOCYTES; METABOLISM; MODELS; TACROLIMUS; POLYMORPHISMS; DEXAMETHASONE; ASSOCIATION;
D O I
10.1007/s11095-021-03114-9
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Aim The pharmacokinetic (PK) properties of cyclosporine (CsA) in renal transplant recipients are patient- and time-dependent. Knowledge of this time-related variability is necessary to maintain or achieve CsA target exposure. Here, we aimed to identify factors explaining variabilities in CsA PK properties and characterize time-varying clearance (CL/F) by performing a comprehensive analysis of CsA PK factors using population PK (popPK) modeling of long-term follow-up data from our institution. Methods In total, 3674 whole-blood CsA concentrations from 183 patients who underwent initial renal transplantation were analyzed using nonlinear mixed-effects modeling. The effects of potential covariates were selected according to a previous study and well-accepted theoretical mechanisms. Model-informed individualized therapeutic regimens were also evaluated. Results A two-compartment model adequately described the data and the estimated mean CsA CL/F was 32.6 L h(-1) (relative standard error: 5%). Allometrically scaled body size, hematocrit (HCT) level, CGC haplotype carrier status, and postoperative time may contribute to CsA PK variability. The CsA bioavailability in patients receiving a prednisolone dose (PD) of 80 mg was 20.6% lower than that in patients receiving 20 mg. A significant decrease (52.6%) in CL/F was observed as the HCT increased from 10.5% to 60.5%. The CL/F of the non-CGC haplotype carrier was 14.4% lower than that of the CGC haplotype carrier at 3 months post operation. Conclusions By monitoring body size, HCT, PD, and CGC haplotype, changes in CsA CL/F over time could be predicted. Such information could be used to optimize CsA therapy. CsA dose adjustments should be considered in different postoperative periods.
引用
收藏
页码:1873 / 1887
页数:15
相关论文
共 60 条
[1]   Distribution of cyclosporin in organ transplant recipients [J].
Akhlaghi, F ;
Trull, AK .
CLINICAL PHARMACOKINETICS, 2002, 41 (09) :615-637
[2]   Mechanistic Basis of Using Body Size and Maturation to Predict Clearance in Humans [J].
Anderson, Brian J. ;
Holford, Nick H. G. .
DRUG METABOLISM AND PHARMACOKINETICS, 2009, 24 (01) :25-36
[3]   LONG-TERM CYCLOSPORINE PHARMACOKINETIC CHANGES IN RENAL-TRANSPLANT RECIPIENTS - EFFECTS OF BINDING AND METABOLISM [J].
AWNI, WM ;
KASISKE, BL ;
HEIMDUTHOY, K ;
RAO, KV .
CLINICAL PHARMACOLOGY & THERAPEUTICS, 1989, 45 (01) :41-48
[4]  
Beal S., 2018, NONMEM USERS GUIDES
[5]   Prediction-Corrected Visual Predictive Checks for Diagnosing Nonlinear Mixed-Effects Models [J].
Bergstrand, Martin ;
Hooker, Andrew C. ;
Wallin, Johan E. ;
Karlsson, Mats O. .
AAPS JOURNAL, 2011, 13 (02) :143-151
[6]   Bayesian estimation of cyclosporin exposure for routine therapeutic drug monitoring in kidney transplant patients [J].
Bourgoin, H ;
Paintaud, G ;
Büchler, M ;
Lebranchu, Y ;
Autret-Leca, E ;
Mentré, F ;
Guellec, CL .
BRITISH JOURNAL OF CLINICAL PHARMACOLOGY, 2005, 59 (01) :18-27
[7]   Population pharmacokinetic study of cyclosporine in Chinese renal transplant recipients [J].
Chen, Bing ;
Zhang, WeiXia ;
Gu, ZhiDong ;
Li, Juan ;
Zhang, YuXin ;
Cai, WeiMin .
EUROPEAN JOURNAL OF CLINICAL PHARMACOLOGY, 2011, 67 (06) :601-612
[8]   Computing normalised prediction distribution errors to evaluate nonlinear mixed-effect models:: The npde add-on package for R [J].
Comets, Emmanuelle ;
Brendel, Karl ;
Mentre, France .
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2008, 90 (02) :154-166
[9]   In vitro metabolism of cyclosporine A by human kidney CYP3A5 [J].
Dai, Y ;
Iwanaga, K ;
Lin, YS ;
Hebert, MF ;
Davis, CL ;
Huang, WL ;
Kharasch, ED ;
Thummel, KE .
BIOCHEMICAL PHARMACOLOGY, 2004, 68 (09) :1889-1902
[10]   Mechanism-based pharmacokinetic-pharmacodynamic (PK-PD) modeling in translational drug research [J].
Danhof, Meindert ;
de Lange, Elizabeth C. M. ;
Della Pasqua, Oscar E. ;
Ploeger, Bart A. ;
Voskuyl, Rob A. .
TRENDS IN PHARMACOLOGICAL SCIENCES, 2008, 29 (04) :186-191