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Mao J, Zeng F, Qin W, Hu M, Xu L, Cheng F, Zhong M, Zhang Y. A joint population pharmacokinetic model to assess the high variability of whole-blood and intracellular tacrolimus in early adult renal transplant recipients. Int Immunopharmacol 2024; 137:112535. [PMID: 38908078 DOI: 10.1016/j.intimp.2024.112535] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2024] [Revised: 06/17/2024] [Accepted: 06/18/2024] [Indexed: 06/24/2024]
Abstract
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 (RWB:IC) 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-1 (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 RWB:IC 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-1. 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.
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Affiliation(s)
- Junjun Mao
- Department of Pharmacy, Huashan Hospital, Fudan University, 12 Middle Urumqi Road, Shanghai 200040, China.
| | - Fang Zeng
- 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
| | - Weiwei Qin
- Department of Pharmacy, Huashan Hospital, Fudan University, 12 Middle Urumqi Road, Shanghai 200040, China
| | - Min Hu
- 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
| | - Luyang Xu
- Department of Pharmacy, Huashan Hospital, Fudan University, 12 Middle Urumqi Road, Shanghai 200040, China
| | - Fang Cheng
- 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
| | - Mingkang Zhong
- Department of Pharmacy, Huashan Hospital, Fudan University, 12 Middle Urumqi Road, Shanghai 200040, China.
| | - Yu Zhang
- 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.
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Guo P, Zhang R, Zhou J, Li P, Liu Y, Shi S. Intracellular tacrolimus concentration correlates with impaired renal function through regulation of the IS-AHR-ABC transporter in peripheral blood mononuclear cells. Int Immunopharmacol 2024; 126:111233. [PMID: 37979449 DOI: 10.1016/j.intimp.2023.111233] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Revised: 11/11/2023] [Accepted: 11/12/2023] [Indexed: 11/20/2023]
Abstract
BACKGROUNDS Tacrolimus (TAC) concentration in peripheral blood mononuclear cells (PBMCs) is regarded as a better predictor of its immunosuppressive effect than the TAC concentration in whole blood. However, whether the exposure of TAC in PBMCs or WB was altered in post-transplant recipients with renal impairment remains unclear. METHODS We investigated the relationship of trough TAC concentration in WB and PBMCs with renal functions in post-transplant recipients. The pharmacokinetic profiles of TAC in PBMCs and WB in the two chronic kidney disease (CKD) rat models were examined using UPLC-MS/MS. Western blotting and reverse transcription-quantitative polymerase chain reaction (RT-qPCR) were used to analyze the expression of proteins and mRNAs related to TAC metabolism and transport, respectively. In addition, the effects of uremic toxins on human PBMCs were investigated using whole-transcriptome sequencing (RNA sequencing [RNA-seq]). RESULTS We observed a decrease in the trough TAC concentration in PBMCs in the recipients with estimated glomerular filtration rate (eGFR) < 90 mL/min, compared with those of recipients with eGFR > 90 mL/min, but there was no difference in blood based on TAC concentrations (C0Blood). In a 150-patient post-transplant cohort, no significant relationship was observed between PBMCs and WB concentrations of TAC, and the eGFR value was correlated with TAC C0PBMCs but not with TAC C0Blood. In two CKD rat models, the TAC pharmacokinetic profile in the PBMCs was significantly lower than that in the control group; however, the blood TAC pharmacokinetic profiles in the two groups were similar. Transcriptome results showed that co-incubation of human PBMCs with uremic toxins upregulated the expression of AHR, ABCB1, and ABCC2. Compared to control rats, plasma IS increased by 1.93- and 2.26-fold and the expression of AHR, P-gp, and MRP2 in PBMCs was higher in AD and 5/6 nephrectomy (NX) rats, without modifying the expression of other proteins related to TAC exposure. CONCLUSION The pharmacokinetics of TAC in PBMCs changed with a decline in renal function. Uremic toxins accumulate during renal insufficiency, which activates AHR, upregulates the expression of P-gp and MRP2, and affects their intracellular concentrations. Our findings suggest that monitoring TAC concentrations in PBMCs is more important than monitoring WB concentrations in post-transplant recipients with renal impairment.
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Affiliation(s)
- Pengpeng Guo
- Department of Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, PR China
| | - Rui Zhang
- Department of Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, PR China
| | - Jinping Zhou
- Department of Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, PR China
| | - Peixia Li
- Department of Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, PR China
| | - Yani Liu
- Department of Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, PR China.
| | - Shaojun Shi
- Department of Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, PR China.
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Xu H, Liu Y, Zhang Y, Dai X, Wang X, Chen H, Yan L, Gong X, Yue J, Wan Z, Fan J, Bai Y, Luo Y, Li Y. Dynamic Monitoring of Intracellular Tacrolimus and Mycophenolic Acid Therapy in Renal Transplant Recipients Using Magnetic Bead Extraction Combined with LC-MS/MS. Pharmaceutics 2023; 15:2318. [PMID: 37765287 PMCID: PMC10534614 DOI: 10.3390/pharmaceutics15092318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Revised: 09/10/2023] [Accepted: 09/11/2023] [Indexed: 09/29/2023] Open
Abstract
BACKGROUND Tacrolimus (TAC) and mycophenolic acid (MPA) are commonly used immunosuppressive therapies after renal transplant. Our objective was to quantify TAC and MPA concentrations in peripheral blood mononuclear cells (PBMCs) using liquid chromatography tandem mass spectrometry (LC-MS/MS) and to evaluate and validate the performance of the methodology. A prospective follow-up cohort study was conducted to determine whether intracellular concentrations were associated with adverse outcomes in renal transplants. METHODS PBMCs were prepared using the Ficoll separation technique and purified with erythrocyte lysis. The cells were counted using Sysmex XN-3100 and then packaged and frozen according to a 50 µL volume containing 1.0 × 106 cells. TAC and MPA were extracted using MagnaBeads and quantified using an LC-MS/MS platform. The chromatography was run on a reversed-phase Waters Acquity UPLC BEH C18 column (1.7 µm, 50 mm × 2.1 mm) for gradient elution separation with a total run time of 4.5 min and a flow rate of 0.3 mL/min. Mobile phases A and B were water and methanol, respectively, each containing 2 mM ammonium acetate and 0.1% formic acid. Renal transplant recipients receiving TAC and MPA in combination were selected for clinical validation and divided into two groups: a stable group and an adverse outcome group. The concentrations were dynamically monitored at 5, 7, 14, and 21 days (D5, D7, D14, and D21) and 1, 2, 3, and 6 months (M1, M2, M3, and M6) after operation. RESULTS Method performance validation was performed according to Food and Drug Administration guidelines, showing high specificity and sensitivity. The TAC and MPA calibration curves were linear (r2 = 0.9988 and r2 = 0.9990, respectively). Both intra-day and inter-day imprecision and inaccuracy were less than 15%. Matrix effects and recoveries were satisfactory. The TAC and MPA concentrations in 304 "real" PBMC samples from 47 renal transplant recipients were within the calibration curve range (0.12 to 16.40 ng/mL and 0.20 to 4.72 ng/mL, respectively). There was a weak correlation between PBMC-C0TAC and WB-C0TAC (p < 0.05), but no correlation was found for MPA. The level of immunosuppressive intra-patient variation (IPV) was higher in PBMC at 77.47% (55.06, 97.76%) than in WB at 34.61% (21.90, 49.85%). During the dynamic change in C0TAC, PBMC-C0TAC was in a fluctuating state, and no stable period was found. PBMC-C0TAC did not show a significant difference between the stable and adverse outcome group, but the level of the adverse outcome group was generally higher than that of the stable group. CONCLUSIONS Compared with conventional therapeutic drug monitoring, the proposed rapid and sensitive method can provide more clinically reliable information on drug concentration at an active site, which has the potential to be applied to the clinical monitoring of intracellular immunosuppressive concentration in organ transplantation. However, the application of PBMC-C0TAC in adverse outcomes of renal transplant should be studied further.
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Affiliation(s)
- Huan Xu
- Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu 610041, China; (H.X.); (X.D.); (X.W.); (L.Y.); (X.G.); (J.Y.); (Z.W.); (J.F.); (Y.B.)
| | - Yingying Liu
- School of Chemistry and Chemical Engineering, Frontiers Science Center for Transformative Molecules and National Center for Translational Medicine (Shanghai), Shanghai Jiao Tong University, Shanghai 200240, China;
| | - Yinan Zhang
- School of Chemical Science and Engineering, Tongji University, Shanghai 200092, China;
| | - Xinhua Dai
- Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu 610041, China; (H.X.); (X.D.); (X.W.); (L.Y.); (X.G.); (J.Y.); (Z.W.); (J.F.); (Y.B.)
| | - Xueqiao Wang
- Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu 610041, China; (H.X.); (X.D.); (X.W.); (L.Y.); (X.G.); (J.Y.); (Z.W.); (J.F.); (Y.B.)
| | - Haojun Chen
- Department of Laboratory Medicine, West China Fourth Hospital, Sichuan University, Chengdu 610041, China;
| | - Lin Yan
- Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu 610041, China; (H.X.); (X.D.); (X.W.); (L.Y.); (X.G.); (J.Y.); (Z.W.); (J.F.); (Y.B.)
| | - Xingxin Gong
- Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu 610041, China; (H.X.); (X.D.); (X.W.); (L.Y.); (X.G.); (J.Y.); (Z.W.); (J.F.); (Y.B.)
| | - Jiaxi Yue
- Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu 610041, China; (H.X.); (X.D.); (X.W.); (L.Y.); (X.G.); (J.Y.); (Z.W.); (J.F.); (Y.B.)
| | - Zhengli Wan
- Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu 610041, China; (H.X.); (X.D.); (X.W.); (L.Y.); (X.G.); (J.Y.); (Z.W.); (J.F.); (Y.B.)
| | - Jiwen Fan
- Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu 610041, China; (H.X.); (X.D.); (X.W.); (L.Y.); (X.G.); (J.Y.); (Z.W.); (J.F.); (Y.B.)
| | - Yangjuan Bai
- Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu 610041, China; (H.X.); (X.D.); (X.W.); (L.Y.); (X.G.); (J.Y.); (Z.W.); (J.F.); (Y.B.)
| | - Yao Luo
- Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu 610041, China; (H.X.); (X.D.); (X.W.); (L.Y.); (X.G.); (J.Y.); (Z.W.); (J.F.); (Y.B.)
| | - Yi Li
- Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu 610041, China; (H.X.); (X.D.); (X.W.); (L.Y.); (X.G.); (J.Y.); (Z.W.); (J.F.); (Y.B.)
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Henkel L, Jehn U, Thölking G, Reuter S. Tacrolimus-why pharmacokinetics matter in the clinic. FRONTIERS IN TRANSPLANTATION 2023; 2:1160752. [PMID: 38993881 PMCID: PMC11235362 DOI: 10.3389/frtra.2023.1160752] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Accepted: 08/07/2023] [Indexed: 07/13/2024]
Abstract
The calcineurin inhibitor (CNI) Tacrolimus (Tac) is the most prescribed immunosuppressant drug after solid organ transplantation. After renal transplantation (RTx) approximately 95% of recipients are discharged with a Tac-based immunosuppressive regime. Despite the high immunosuppressive efficacy, its adverse effects, narrow therapeutic window and high intra- and interpatient variability (IPV) in pharmacokinetics require therapeutic drug monitoring (TDM), which makes treatment with Tac a major challenge for physicians. The C/D ratio (full blood trough level normalized by daily dose) is able to classify patients receiving Tac into two major metabolism groups, which were significantly associated with the clinical outcomes of patients after renal or liver transplantation. Therefore, the C/D ratio is a simple but effective tool to identify patients at risk of an unfavorable outcome. This review highlights the challenges of Tac-based immunosuppressive therapy faced by transplant physicians in their daily routine, the underlying causes and pharmacokinetics (including genetics, interactions, and differences between available Tac formulations), and the latest data on potential solutions to optimize treatment of high-risk patients.
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Affiliation(s)
- Lino Henkel
- Department of Medicine D, University of Münster, Münster, Germany
| | - Ulrich Jehn
- Department of Medicine D, University of Münster, Münster, Germany
| | - Gerold Thölking
- Department of Medicine D, University of Münster, Münster, Germany
- Department of Internal Medicine and Nephrology, University Hospital of Münster Marienhospital Steinfurt, Steinfurt, Germany
| | - Stefan Reuter
- Department of Medicine D, University of Münster, Münster, Germany
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Fontova P, van Merendonk LN, Vidal-Alabró A, Rigo-Bonnin R, Cerezo G, van Oevelen S, Bestard O, Melilli E, Montero N, Coloma A, Manonelles A, Torras J, Cruzado JM, Grinyó JM, Colom H, Lloberas N. The Effect of Intracellular Tacrolimus Exposure on Calcineurin Inhibition in Immediate- and Extended-Release Tacrolimus Formulations. Pharmaceutics 2023; 15:pharmaceutics15051481. [PMID: 37242723 DOI: 10.3390/pharmaceutics15051481] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Revised: 05/04/2023] [Accepted: 05/10/2023] [Indexed: 05/28/2023] Open
Abstract
Despite intensive monitoring of whole blood tacrolimus concentrations, acute rejection after kidney transplantation occurs during tacrolimus therapy. Intracellular tacrolimus concentrations could better reflect exposure at the site of action and its pharmacodynamics (PD). Intracellular pharmacokinetic (PK) profile following different tacrolimus formulations (immediate-release (TAC-IR) and extended-release (TAC-LCP)) remains unclear. Therefore, the aim was to study intracellular tacrolimus PK of TAC-IR and TAC-LCP and its correlation with whole blood (WhB) PK and PD. A post-hoc analysis of a prospective, open-label, crossover investigator-driven clinical trial (NCT02961608) was performed. Intracellular and WhB tacrolimus 24 h time-concentration curves were measured in 23 stable kidney transplant recipients. PD analysis was evaluated measuring calcineurin activity (CNA) and simultaneous intracellular PK/PD modelling analysis was conducted. Higher dose-adjusted pre-dose intracellular concentrations (C0 and C24) and total exposure (AUC0-24) values were found for TAC-LCP than TAC-IR. Lower intracellular peak concentration (Cmax) was found after TAC-LCP. Correlations between C0, C24 and AUC0-24 were observed within both formulations. Intracellular kinetics seems to be limited by WhB disposition, in turn, limited by tacrolimus release/absorption processes from both formulations. The faster intracellular elimination after TAC-IR was translated into a more rapid recovery of CNA. An Emax model relating % inhibition and intracellular concentrations, including both formulations, showed an IC50, a concentration to achieve 50% CNA inhibition, of 43.9 pg/million cells.
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Affiliation(s)
- Pere Fontova
- Nephrology Department, IDIBELL, Hospital Universitari de Bellvitge, 08907 Barcelona, Spain
- Nephrology Laboratory, Department of Clinical Sciences, Campus Bellvitge, University of Barcelona, 08907 Barcelona, Spain
| | - Lisanne N van Merendonk
- Nephrology Department, IDIBELL, Hospital Universitari de Bellvitge, 08907 Barcelona, Spain
- Nephrology Laboratory, Department of Clinical Sciences, Campus Bellvitge, University of Barcelona, 08907 Barcelona, Spain
| | - Anna Vidal-Alabró
- Nephrology Department, IDIBELL, Hospital Universitari de Bellvitge, 08907 Barcelona, Spain
- Nephrology Laboratory, Department of Clinical Sciences, Campus Bellvitge, University of Barcelona, 08907 Barcelona, Spain
| | - Raül Rigo-Bonnin
- Biochemistry Department, IDIBELL, Hospital Universitari de Bellvitge, 08907 Barcelona, Spain
| | - Gema Cerezo
- Nephrology Department, IDIBELL, Hospital Universitari de Bellvitge, 08907 Barcelona, Spain
- Nephrology Laboratory, Department of Clinical Sciences, Campus Bellvitge, University of Barcelona, 08907 Barcelona, Spain
| | | | - Oriol Bestard
- Nephrology Department, IDIBELL, Hospital Universitari de Bellvitge, 08907 Barcelona, Spain
- Nephrology Laboratory, Department of Clinical Sciences, Campus Bellvitge, University of Barcelona, 08907 Barcelona, Spain
| | - Edoardo Melilli
- Nephrology Department, IDIBELL, Hospital Universitari de Bellvitge, 08907 Barcelona, Spain
| | - Nuria Montero
- Nephrology Department, IDIBELL, Hospital Universitari de Bellvitge, 08907 Barcelona, Spain
| | - Ana Coloma
- Nephrology Department, IDIBELL, Hospital Universitari de Bellvitge, 08907 Barcelona, Spain
| | - Anna Manonelles
- Nephrology Department, IDIBELL, Hospital Universitari de Bellvitge, 08907 Barcelona, Spain
| | - Joan Torras
- Nephrology Department, IDIBELL, Hospital Universitari de Bellvitge, 08907 Barcelona, Spain
- Nephrology Laboratory, Department of Clinical Sciences, Campus Bellvitge, University of Barcelona, 08907 Barcelona, Spain
| | - Josep M Cruzado
- Nephrology Department, IDIBELL, Hospital Universitari de Bellvitge, 08907 Barcelona, Spain
- Nephrology Laboratory, Department of Clinical Sciences, Campus Bellvitge, University of Barcelona, 08907 Barcelona, Spain
| | - Josep M Grinyó
- Nephrology Laboratory, Department of Clinical Sciences, Campus Bellvitge, University of Barcelona, 08907 Barcelona, Spain
| | - Helena Colom
- Biopharmaceutics and Pharmacokinetics Unit, Department of Pharmacy and Pharmaceutical Technology and Physical Chemistry, School of Pharmacy, University of Barcelona, 08028 Barcelona, Spain
| | - Nuria Lloberas
- Nephrology Department, IDIBELL, Hospital Universitari de Bellvitge, 08907 Barcelona, Spain
- Nephrology Laboratory, Department of Clinical Sciences, Campus Bellvitge, University of Barcelona, 08907 Barcelona, Spain
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P-glycoprotein, FK-binding Protein-12, and the Intracellular Tacrolimus Concentration in T-lymphocytes and Monocytes of Kidney Transplant Recipients. Transplantation 2023; 107:382-391. [PMID: 36070572 DOI: 10.1097/tp.0000000000004287] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
BACKGROUND . Transplant recipients may develop rejection despite having adequate tacrolimus whole blood predose concentrations (C 0 ). The intra-immune cellular concentration is potentially a better target than C 0 . However, little is known regarding intracellular tacrolimus concentration in T-lymphocytes and monocytes. We investigated the tacrolimus concentrations in both cell types and their relation with the expression and activity of FK-binding protein (FKBP)-12 and P-glycoprotein (P-gp). METHODS . T-lymphocytes and monocytes were isolated from kidney transplant recipients followed by intracellular tacrolimus concentration measurement. FKBP-12 and P-gp were quantified with Western blot, flow cytometry, and the Rhodamine-123 assay. Interleukin-2 and interferon-γ in T-lymphocytes were measured to quantify the effect of tacrolimus. RESULTS . Tacrolimus concentration in T-lymphocytes was lower than in monocytes (15.3 [8.5-33.4] versus 131.0 [73.5-225.1] pg/million cells; P < 0.001). The activity of P-gp (measured by Rhodamine-123 assay) was higher in T-lymphocytes than in monocytes. Flow cytometry demonstrated a higher expression of P-gp (normalized mean fluorescence intensity 1.5 [1.2-1.7] versus 1.2 [1.1-1.4]; P = 0.012) and a lower expression of FKBP-12 (normalized mean fluorescence intensity 1.3 [1.2-1.7] versus 1.5 [1.4-2.0]; P = 0.011) in T-lymphocytes than monocytes. Western blot confirmed these observations. The addition of verapamil, a P-gp inhibitor, resulted in a 2-fold higher intra-T-cell tacrolimus concentration. This was accompanied by a significantly fewer cytokine-producing cells. CONCLUSIONS . T-lymphocytes have a higher activity of P-gp and lower concentration of the FKBP-12 compared with monocytes. This explains the relatively lower tacrolimus concentration in T-lymphocytes. The addition of verapamil prevents loss of intracellular tacrolimus during the cell isolation process and is required to ensure adequate intracellular concentration measurement.
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Vinson AJ, Ahmed SB. Representation of Women in Contemporary Kidney Transplant Trials. Transpl Int 2023; 36:11206. [PMID: 37125385 PMCID: PMC10141646 DOI: 10.3389/ti.2023.11206] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Accepted: 03/30/2023] [Indexed: 05/02/2023]
Abstract
Women are often underrepresented in clinical trials. It is unclear if this applies to trials in kidney transplant (KT) and whether the intervention or trial focus influences this. In this study, the weighted participation-to-prevalence ratio (PPR) for women enrollees in KT trials was determined for leading medical transplant or kidney journals between 2018 and 2023 using meta-regression overall and in three sensitivity analyses by: 1) Whether the intervention involved immunosuppression; 2) Area of trial focus; rejection, cardiometabolic, infection, lifestyle, surgical; 3) Whether the intervention was medical/surgical or social/behavioral. Overall, 33.7% of participants in 24 trials were women. The overall pooled PPR for the included trials was 0.80, 95% CI 0.76-0.85, with significant heterogeneity between trials (I 2 56.6%, p-value < 0.001). Women had a lower PPR when the trial involved immunosuppression (PPR 0.77, 95% CI 0.72-0.82) than when it did not (PPR 0.86, 95% CI 0.80-0.94) and were less likely to participate in trials with a medical/surgical versus behavioral intervention; the lowest PPR for women was in studies examining rejection risk (PPR 0.75, 95% CI 0.70-0.81). There is better representation of women in KT trials compared to other medical disciplines, however women remain underrepresented in transplant trials examining immunosuppression and rejection.
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Affiliation(s)
- A. J. Vinson
- Division of Nephrology, Department of Medicine, Dalhousie University, Halifax, NS, Canada
- Nova Scotia Health, Halifax, NS, Canada
- *Correspondence: A. J. Vinson,
| | - S. B. Ahmed
- Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Libin Cardiovascular Institute, Calgary, AB, Canada
- O’Brien Institute of Public Health, Calgary, AB, Canada
- Alberta Kidney Disease Network, Calgary, AB, Canada
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Udomkarnjananun S, Francke MI, Dieterich M, van de Velde D, Verhoeven JGHP, Boer K, Clahsen-Van Groningen MC, De Winter BCM, Baan CC, Hesselink DA. Association Between the Intracellular Tacrolimus Concentration in CD3 + T Lymphocytes and CD14 + Monocytes and Acute Kidney Transplant Rejection. Ther Drug Monit 2022; 44:625-632. [PMID: 35358111 DOI: 10.1097/ftd.0000000000000982] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Accepted: 02/16/2022] [Indexed: 11/26/2022]
Abstract
BACKGROUND Intracellular tacrolimus concentration in peripheral blood mononuclear cells (PBMCs) (TAC [PBMC] ) has been proposed to better represent its active concentration than its whole blood concentration. As tacrolimus acts on T lymphocytes and other white blood cells, including monocytes, we investigated the association of tacrolimus concentration in CD3 + T lymphocytes (TAC [CD3] ) and CD14 + monocytes (TAC [CD14] ) with acute rejection after kidney transplantation. METHODS From a total of 61 samples in this case-control study, 28 samples were obtained during biopsy-proven acute rejection (rejection group), and 33 samples were obtained in the absence of rejection (control group). PBMCs were collected from both cryopreserved (retrospectively) and freshly obtained (prospectively) samples. CD3 + T lymphocytes and CD14 + monocytes were isolated from PBMCs, and their intracellular tacrolimus concentrations were measured. RESULTS The correlation between tacrolimus whole-blood and intracellular concentrations was poor. TAC [CD3] was significantly lower than TAC [CD14] (median 12.8 versus 81.6 pg/million cells; P < 0.001). No difference in TAC [PBMC] (48.5 versus 44.4 pg/million cells; P = 0.82), TAC [CD3] (13.4 versus 12.5 pg/million cells; P = 0.28), and TAC [CD14] (90.0 versus 72.8 pg/million cells; P = 0.27) was found between the rejection and control groups. However, freshly isolated PBMCs showed significantly higher TAC [PBMC] than PBMCs from cryopreserved samples. Subgroup analysis of intracellular tacrolimus concentrations from freshly isolated cells did not show a difference between rejectors and nonrejectors. CONCLUSIONS Differences in TAC [CD3] and TAC [CD14] between patients with and without rejection could not be demonstrated. However, further optimization of the cell isolation process is required because a difference in TAC [PBMC] between fresh and cryopreserved cells was observed. These results need to be confirmed in a study with a larger number of patients.
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Affiliation(s)
- Suwasin Udomkarnjananun
- Department of Internal Medicine, Division of Nephrology and Transplantation, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
- Erasmus MC Transplant Institute, Rotterdam, the Netherlands
- Division of Nephrology, Department of Medicine, Faculty of Medicine, Chulalongkorn University and King Chulalongkorn Memorial Hospital, Bangkok, Thailand
| | - Marith I Francke
- Department of Internal Medicine, Division of Nephrology and Transplantation, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
- Erasmus MC Transplant Institute, Rotterdam, the Netherlands
| | - Marjolein Dieterich
- Department of Internal Medicine, Division of Nephrology and Transplantation, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Daan van de Velde
- Department of Hospital Pharmacy, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands; and
| | - Jeroen G H P Verhoeven
- Department of Internal Medicine, Division of Nephrology and Transplantation, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
- Erasmus MC Transplant Institute, Rotterdam, the Netherlands
| | - Karin Boer
- Department of Internal Medicine, Division of Nephrology and Transplantation, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
- Erasmus MC Transplant Institute, Rotterdam, the Netherlands
| | - Marian C Clahsen-Van Groningen
- Erasmus MC Transplant Institute, Rotterdam, the Netherlands
- Department of Pathology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Brenda C M De Winter
- Erasmus MC Transplant Institute, Rotterdam, the Netherlands
- Department of Hospital Pharmacy, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands; and
| | - Carla C Baan
- Department of Internal Medicine, Division of Nephrology and Transplantation, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
- Erasmus MC Transplant Institute, Rotterdam, the Netherlands
| | - Dennis A Hesselink
- Department of Internal Medicine, Division of Nephrology and Transplantation, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
- Erasmus MC Transplant Institute, Rotterdam, the Netherlands
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9
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Knops N, Ramazani Y, De Loor H, Goldschmeding R, Nguyen TQ, van den Heuvel LP, Levtchenko E, Kuypers DJ. Tacrolimus induces a pro-fibrotic response in donor-derived human proximal tubule cells dependent on common variants of the CYP3A5 and ABCB1 genes. Nephrol Dial Transplant 2022; 38:599-609. [PMID: 35945682 PMCID: PMC9976759 DOI: 10.1093/ndt/gfac237] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Common genetic variants of the enzymes and efflux pump involved in tacrolimus disposition have been associated with calcineurin inhibitor nephrotoxicity, but their importance is unclear because of the multifactorial background of renal fibrosis. This study explores the pro-fibrotic response of tacrolimus exposure in relation to the differential capacity for tacrolimus metabolism in proximal tubule cells (PTCs) with a variable (pharmaco)genetic background. METHODS PTCs were obtained from protocol allograft biopsies with different combinations of CYP3A5 and ABCB1 variants and were incubated with tacrolimus within the concentration range found in vivo. Gene and protein expression, CYP3A5 and P-glycoprotein function, and tacrolimus metabolites were measured in PTC. Connective tissue growth factor (CTGF) expression was assessed in protocol biopsies of kidney allograft recipients. RESULTS PTCs produce CTGF in response to escalating tacrolimus exposure, which is approximately 2-fold higher in cells with the CYP3A5*1 and ABCB1 TT combination in vitro. Increasing tacrolimus exposure results in relative higher generation of the main tacrolimus metabolite {13-O-desmethyl tacrolimus [M1]} in cells with this same genetic background. Protocol biopsies show a larger increase in in vivo CTGF tissue expression over time in TT vs. CC/CT but was not affected by the CYP3A5 genotype. CONCLUSIONS Tacrolimus exposure induces a pro-fibrotic response in a PTC model in function of the donor pharmacogenetic background associated with tacrolimus metabolism. This finding provides a mechanistic insight into the nephrotoxicity associated with tacrolimus treatment and offers opportunities for a tailored immunosuppressive treatment.
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Affiliation(s)
| | | | - Henriëtte De Loor
- Department of Nephrology and Renal Transplantation, University Hospitals Leuven, Leuven, Belgium
| | - Roel Goldschmeding
- Department of Pathology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Tri Q Nguyen
- Department of Pathology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Lambert P van den Heuvel
- Laboratory of Pediatric Nephrology, Department of Growth and Regeneration, University of Leuven, Leuven, Belgium,Translational Metabolic Laboratory and Department of Pediatric Nephrology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Elena Levtchenko
- Department of Pediatric Nephrology and Solid Organ Transplantation, UZ Leuven, University Hospitals Leuven, Leuven, Belgium,Laboratory of Pediatric Nephrology, Department of Growth and Regeneration, University of Leuven, Leuven, Belgium
| | - Dirk J Kuypers
- Department of Nephrology and Renal Transplantation, University Hospitals Leuven, Leuven, Belgium
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10
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Vinson AJ, Zhang X, Dahhou M, Süsal C, Döhler B, Sapir-Pichhadze R, Cardinal H, Melk A, Wong G, Francis A, Pilmore H, Foster BJ. Age-dependent Sex Differences in Graft Loss After Kidney Transplantation. Transplantation 2022; 106:1473-1484. [PMID: 34974454 DOI: 10.1097/tp.0000000000004026] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Sex differences in kidney graft loss rates were reported in the United States. Whether these differences are present in other countries is unknown. METHODS We estimated the association between recipient sex and death-censored graft loss in patients of all ages recorded in the Scientific Registry of Transplant Recipients, Australia and New Zealand Dialysis and Transplant Registry, and Collaborative Transplant Study registries who received a first deceased donor kidney transplant (1988-2019). We used multivariable Cox regression models, accounting for the modifying effects of donor sex and recipient age, in each registry separately; results were combined using individual patient data meta-analysis. RESULTS We analyzed 438 585 patients. Young female patients 13-24 y old had the highest crude graft loss rates (female donor: 5.66; male donor: 5.50 per 100 person-years). Among young recipients of male donors, females showed higher graft loss risks than males (0-12 y: adjusted hazard ratio [aHR] 1.42, (95% confidence interval [CI], 1.17-1.73); 13-24 y: 1.24 (1.17-1.32); 25-44 y: 1.09 (1.06-1.13)). When the donor was female, there were no significant differences by recipient sex among those of age <45 y; however, the aHR for females was 0.93 (0.89-0.98) in 45-59 y-old and 0.89 (0.86-0.93) in ≥ 60 y-old recipients. Findings were similar for all 3 registries in most age intervals; statistically significant heterogeneity was seen only among 13-24-y-old recipients of a female donor (I2 = 71.5%, P = 0.03). CONCLUSIONS There is an association between recipient sex and kidney transplantation survival that is modified by recipient age and donor sex.
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Affiliation(s)
- Amanda J Vinson
- Nephrology Division, Department of Medicine, Dalhousie University, Halifax, NS, Canada
| | - Xun Zhang
- Research Institute of the McGill University Health Centre, Montréal, QC, Canada
| | - Mourad Dahhou
- Research Institute of the McGill University Health Centre, Montréal, QC, Canada
| | - Caner Süsal
- Institute of Immunology, Heidelberg University Hospital, Heidelberg, Germany
| | - Bernd Döhler
- Institute of Immunology, Heidelberg University Hospital, Heidelberg, Germany
| | - Ruth Sapir-Pichhadze
- Department of Medicine, Division of Experimental Medicine, McGill University, QC, Canada
| | - Heloise Cardinal
- Department of Medicine, Division of Nephrology, Centre Hospitalier de l'Université de Montréal, Montreal, QC, Canada
| | - Anette Melk
- Children's Hospital, Hannover Medical School, Hannover, Germany
| | - Germaine Wong
- School of Public Health, University of Sydney, Sydney, NSW, Australia
| | - Anna Francis
- School of Clinical Medicine, University of Queensland, QLD, Australia
- Department of Nephrology, Queensland Children's Hospital, Brisbane, Australia
| | - Helen Pilmore
- Department of Renal Medicine, Auckland City Hospital, Auckland, New Zealand
| | - Bethany J Foster
- Research Institute of the McGill University Health Centre, Montréal, QC, Canada
- Department of Epidemiology, Biostatistics, and Occupational Health, McGill University, Montreal, QC, Canada
- Department of Pediatrics, Division of Nephrology, McGill University Faculty of Medicine, QC, Canada
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11
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Wang XH, Shao K, An HM, Zhai XH, Zhou PJ, Chen B. The pharmacokinetics of tacrolimus in peripheral blood mononuclear cells and limited sampling strategy for estimation of exposure in renal transplant recipients. Eur J Clin Pharmacol 2022; 78:1261-1272. [PMID: 35536394 DOI: 10.1007/s00228-021-03215-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2021] [Accepted: 09/05/2021] [Indexed: 11/03/2022]
Abstract
PURPOSE Intracellular exposure of tacrolimus (TAC) may be a better marker of therapeutic effect than whole blood exposure. We aimed to evaluate the influence of genetic polymorphism on the pharmacokinetics of TAC in peripheral blood mononuclear cells (PBMCs) and develop limited sampling strategy (LSS) models to estimate the area under the curve (AUC0-12h) in the PBMC of Chinese renal transplant patients. METHODS Ten blood samples of each of the 23 renal transplant patients were collected 0-12h after 14 (10-18) days of TAC administration. PBMCs were separated and quantified. The TAC level in PBMCs was determined, and pharmacokinetic parameters were estimated by noncompartmental study. The AUC0-12h of TAC in whole blood was estimated by Bayesian approach based on a population pharmacokinetic model established in 65 renal transplant patients. The influence of CYP3A5 and ABCB1 genotypes on exposure was estimated. By applying multiple stepwise linear regression analysis, LSS equations for TAC AUC0-12h in the PMBC of renal transplant patients were established, and the bias and precision of various equations were identified and compared. RESULTS We found a modest correlation between TAC exposure in whole blood and PBMC (r2 = 0.5260). Patients with the CYP3A5 6986GG genotype had a higher AUC0-12h in PBMCs than those with the 6986 AA or GA genotype (P = 0.026). Conversely, patients with the ABCB1 3435TT genotype had a higher AUC0-12h in PBMC than those with the 3435 CC and CT genotypes (P = 0.046). LSS models with 1-4 blood time points were established (r2 = 0.570-0.989). The best model for predicting TAC AUC0-12h was C2-C4-C6-C10 (r2 = 0.989). The model with C0.5-C6 (r2 = 0.849) can be used for outpatients who need monitoring to be performed in a short period. CONCLUSIONS The CYP3A5 and ABCB1 genotypes impact TAC exposure in PBMCs, which may further alter the effects of TAC. The LSS model consisting of 2-4 time points is an effective approach for estimating full TAC AUC0-12h in Chinese renal transplant patients. This approach may provide convenience and the possibility for clinical monitoring of TAC intracellular exposure.
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Affiliation(s)
- Xi-Han Wang
- Department of Pharmacy, Rui-Jin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China
| | - Kun Shao
- Center for Organ Transplantation, Rui-Jin Hospital, Shanghai Jiao-Tong University School of Medicine, 197 Ruijin Er Road, Shanghai, People's Republic of China
| | - Hui-Min An
- Center for Organ Transplantation, Rui-Jin Hospital, Shanghai Jiao-Tong University School of Medicine, 197 Ruijin Er Road, Shanghai, People's Republic of China
| | - Xiao-Hui Zhai
- Department of Pharmacy, Rui-Jin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China
| | - Pei-Jun Zhou
- Center for Organ Transplantation, Rui-Jin Hospital, Shanghai Jiao-Tong University School of Medicine, 197 Ruijin Er Road, Shanghai, People's Republic of China.
| | - Bing Chen
- Department of Pharmacy, Rui-Jin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China.
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12
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Shi C, Yan L, Gao J, Chen S, Zhang L. Effects of ABCB1 DNA methylation in donors on tacrolimus blood concentrations in recipients following liver transplantation. Br J Clin Pharmacol 2022; 88:4505-4514. [PMID: 35487881 PMCID: PMC9542360 DOI: 10.1111/bcp.15376] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2021] [Revised: 03/14/2022] [Accepted: 03/29/2022] [Indexed: 11/27/2022] Open
Abstract
Aims To investigate the effects of ABCB1 DNA methylation in donors on individual differences in tacrolimus blood concentrations following liver transplantation. Methods Twenty‐three donor liver samples carrying the CYP3A5*3/*3 genotype were classified into 2 groups based on their initial tacrolimus blood concentrations (C0 >10 μg/L or <5 μg/L) following liver transplantation. ABCB1 mRNA levels in liver tissues and HepG2 cells were determined by quantitative reverse transcriptase polymerase chain reaction. DNA methylation status in liver tissues and HepG2 cells was determined using Illumina 850 methylation chip sequencing technology and pyrosequencing. 5‐Aza‐2dC was used to reverse methylation in HepG2 cells. Intracellular tacrolimus concentrations were determined by liquid mass spectrometry. Results Genome‐wide methylation sequencing and pyrosequencing analyses showed that the methylation levels of 3 ABCB1 CpG sites (cg12501229, cg00634941 and cg05496710) were significantly different between groups with different tacrolimus concentration/dose (C0/D) ratios. ABCB1 mRNA expression in donor livers was found to be positively correlated with tacrolimus C0/D ratio (R = .458, P < .05). After treatment with 5‐Aza‐2‐Dc, the methylation levels of the ABCB1 CpG sites in HepG2 cells significantly decreased, and this was confirmed by pyrosequencing; there was also a significant increase in ABCB1 transcription, which induced a decrease in intracellular tacrolimus concentrations. Conclusion ABCB1 CpG site methylation affects tacrolimus metabolism in humans by regulating ABCB1 expression. Therefore, ABCB1 DNA methylation in donor livers might be an important epigenetic factor that affects tacrolimus blood concentrations following liver transplantation.
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Affiliation(s)
- Chengcheng Shi
- Department of Pharmacy, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.,Department of Pharmacology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, China
| | - Liang Yan
- Department of Pharmacy, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Jie Gao
- Key Laboratory of Hepatobiliary and Pancreatic Surgery and Digestive Organ Transplantation of Henan Province, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Shitong Chen
- Department of Pharmacology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, China
| | - Lirong Zhang
- Department of Pharmacology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, China
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13
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Franken LG, Francke MI, Andrews LM, van Schaik RHN, Li Y, de Wit LEA, Baan CC, Hesselink DA, de Winter BCM. A Population Pharmacokinetic Model of Whole-Blood and Intracellular Tacrolimus in Kidney Transplant Recipients. Eur J Drug Metab Pharmacokinet 2022; 47:523-535. [PMID: 35442010 PMCID: PMC9232416 DOI: 10.1007/s13318-022-00767-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/16/2022] [Indexed: 02/05/2023]
Abstract
BACKGROUND AND OBJECTIVE The tacrolimus concentration within peripheral blood mononuclear cells may correlate better with clinical outcomes after transplantation compared to concentrations measured in whole blood. However, intracellular tacrolimus measurements are not easily implemented in clinical practice. The prediction of intracellular concentrations based on whole-blood concentrations would be a solution for this. Therefore, the aim of this study was to describe the relationship between intracellular and whole-blood tacrolimus concentrations in a population pharmacokinetic (popPK) model. METHODS Pharmacokinetic analysis was performed using non-linear mixed effects modelling software (NONMEM). The final model was evaluated using goodness-of-fit plots, visual predictive checks, and a bootstrap analysis. RESULTS A total of 590 tacrolimus concentrations from 184 kidney transplant recipients were included in the study. All tacrolimus concentrations were measured in the first three months after transplantation. The intracellular tacrolimus concentrations (n = 184) were best described with an effect compartment. The distribution into the effect compartment was described by the steady-state whole-blood to intracellular ratio (RWB:IC) and the intracellular distribution rate constant between the whole-blood and intracellular compartments. Lean body weight was negatively correlated [delta objective function value (ΔOFV) -8.395] and haematocrit was positively correlated (ΔOFV = - 6.752) with RWB:IC, and both lean body weight and haematocrit were included in the final model. CONCLUSION We were able to accurately describe intracellular tacrolimus concentrations using whole-blood concentrations, lean body weight, and haematocrit values in a popPK model. This model may be used in the future to more accurately predict clinical outcomes after transplantation and to identify patients at risk for under- and overexposure. Dutch National Trial Registry number NTR2226.
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Affiliation(s)
- Linda G Franken
- Department of Hospital Pharmacy, Erasmus MC, University Medical Center, Rotterdam, The Netherlands
| | - Marith I Francke
- Department of Internal Medicine, Division of Nephrology and Transplantation, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands. .,Erasmus MC Transplant Institute, University Medical Center, Rotterdam, The Netherlands. .,Rotterdam Clinical Pharmacometrics Group, Erasmus MC, University Medical Center, Rotterdam, The Netherlands.
| | - Louise M Andrews
- Department of Hospital Pharmacy, Erasmus MC, University Medical Center, Rotterdam, The Netherlands
| | - Ron H N van Schaik
- Department of Clinical Chemistry, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Yi Li
- Department of Hospital Pharmacy, Erasmus MC, University Medical Center, Rotterdam, The Netherlands.,Department of Laboratory Medicine, Research Center of Clinical Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Lucia E A de Wit
- Department of Hospital Pharmacy, Erasmus MC, University Medical Center, Rotterdam, The Netherlands
| | - Carla C Baan
- Department of Internal Medicine, Division of Nephrology and Transplantation, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands.,Erasmus MC Transplant Institute, University Medical Center, Rotterdam, The Netherlands
| | - Dennis A Hesselink
- Department of Internal Medicine, Division of Nephrology and Transplantation, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands.,Erasmus MC Transplant Institute, University Medical Center, Rotterdam, The Netherlands
| | - Brenda C M de Winter
- Department of Hospital Pharmacy, Erasmus MC, University Medical Center, Rotterdam, The Netherlands.,Rotterdam Clinical Pharmacometrics Group, Erasmus MC, University Medical Center, Rotterdam, The Netherlands
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14
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Dziarmaga R, Ke D, Sapir-Pichhadze R, Cardinal H, Phan V, Piccirillo CA, Mazer B, Foster BJ. Age- and sex-mediated differences in T lymphocyte populations of kidney transplant recipients. Pediatr Transplant 2022; 26:e14150. [PMID: 34569133 DOI: 10.1111/petr.14150] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/24/2021] [Revised: 09/10/2021] [Accepted: 09/13/2021] [Indexed: 11/29/2022]
Abstract
BACKGROUND Graft failure rates increase through childhood and adolescence, decline in adulthood, and are higher in female than male kidney transplant recipients (KTR) until middle age. We aimed to describe age- and sex-related differences in T-cell subsets among KTR to determine which differences may help to explain the differences in kidney graft failure rates. METHODS Effector T (Teff)-cell and regulatory T (Treg)-cell phenotypes in PBMCs from healthy controls and KTR, who were at least 1 year post-transplant with stable graft function under immunosuppression, were analyzed by flow cytometry. The effects of age, sex, and status (KTR or control) were analyzed using linear regressions. RESULTS We enrolled 20 male and 21 female KTR and 20 male and 20 female controls between 3 and 29 years of age. CD3+ T-cell frequencies were not associated with age or sex but were higher in KTR than controls. There were no differences in CD4+ and CD8+ frequencies. Th1 (IFNγ+ IL-4- IL-17A-) and Th17 (IL-17A+) frequencies within the CD4+ T-cell population were higher at older ages. The frequencies of FOXP3 + Helios + Treg cells in CD4+ CD25+ CD127- T cells were lower in females than males and in KTR than controls. CONCLUSIONS Increasing frequencies of Th1 and Th17 cells with increasing age mirrors the increasing graft failure rates from childhood to young adulthood. Importantly, sex differences in frequencies of circulating Treg cells may suggest a role in the sex differences in graft failure rates.
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Affiliation(s)
- Robert Dziarmaga
- Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada.,Division of Experimental Medicine, McGill University, Montreal, Quebec, Canada
| | - Danbing Ke
- Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada
| | - Ruth Sapir-Pichhadze
- Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada.,Division of Nephrology and Multi-Organ Transplant Program, McGill University, Montreal, Quebec, Canada.,Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, Quebec, Canada
| | - Héloïse Cardinal
- Département de Médecine, Université de Montréal, Montreal, Quebec, Canada.,Centre de Recherche du Centre Hospitalier de l'Université de Montréal, Montreal, Quebec, Canada
| | - Véronique Phan
- Département de Pédiatrie, Université de Montréal, Montreal, Quebec, Canada.,Centre Hospitalier Universitaire Sainte-Justine, Montreal, Quebec, Canada
| | - Ciriaco A Piccirillo
- Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada.,Department of Microbiology and Immunology, McGill University, Montreal, Quebec, Canada
| | - Bruce Mazer
- Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada.,Division of Experimental Medicine, McGill University, Montreal, Quebec, Canada.,Department of Pediatrics, McGill University, Montreal, Quebec, Canada
| | - Bethany J Foster
- Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada.,Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, Quebec, Canada.,Department of Pediatrics, McGill University, Montreal, Quebec, Canada
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15
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Francke MI, Andrews LM, Lan Le H, van de Velde D, Dieterich M, Udomkarnjananun S, Clahsen-van Groningen MC, Baan CC, van Gelder T, de Winter BCM, Hesselink DA. Monitoring intracellular tacrolimus concentrations and its relationship with rejection in the early phase after renal transplantation. Clin Biochem 2021; 101:9-15. [PMID: 34890583 DOI: 10.1016/j.clinbiochem.2021.12.002] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Revised: 12/01/2021] [Accepted: 12/02/2021] [Indexed: 12/19/2022]
Abstract
INTRODUCTION After kidney transplantation, rejection and drug-related toxicity occur despite tacrolimus whole-blood pre-dose concentrations ([Tac]blood) being within the target range. The tacrolimus concentration within peripheral blood mononuclear cells ([Tac]cells) might correlate better with clinical outcomes. The aim of this study was to investigate the correlation between [Tac]blood and [Tac]cells, the evolution of [Tac]cells and the [Tac]cells/[Tac]blood ratio, and to assess the relationship between tacrolimus concentrations and the occurrence of rejection. METHODS In this prospective study, samples for the measurement of [Tac]blood and [Tac]cells were collected on days 3 and 10 after kidney transplantation, and on the morning of a for-cause kidney transplant biopsy. Biopsies were reviewed according to the Banff 2019 update. RESULTS Eighty-three [Tac]cells samples were measured of 44 kidney transplant recipients. The correlation between [Tac]cells and [Tac]blood was poor (Pearson's r = 0.56 (day 3); r = 0.20 (day 10)). Both the dose-corrected [Tac]cells and the [Tac]cells/[Tac]blood ratio were not significantly different between days 3 and 10, and the median inter-occasion variability of the dose-corrected [Tac]cells and the [Tac]cells/[Tac]blood ratio were 19.4% and 23.4%, respectively (n = 24). Neither [Tac]cells, [Tac]blood, nor the [Tac]cells/[Tac]blood ratio were significantly different between patients with biopsy-proven acute rejection (n = 4) and patients with acute tubular necrosis (n = 4) or a cancelled biopsy (n = 9; p > 0.05). CONCLUSION Tacrolimus exposure and distribution appeared stable in the early phase after transplantation. [Tac]cells was not significantly associated with the occurrence of rejection. A possible explanation for these results might be related to the low number of patients included in this study and also due to the fact that PBMCs are not a specific enough matrix to monitor tacrolimus concentrations.
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Affiliation(s)
- Marith I Francke
- Department of Internal Medicine, Division of Nephrology and Transplantation, Erasmus MC, University Medical Center Rotterdam, the Netherlands; Erasmus MC Transplant Institute, the Netherlands.
| | - Louise M Andrews
- Department of Hospital Pharmacy, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands; Department of Hospital Pharmacy, Meander Medical Center, Amersfoort, the Netherlands
| | - Hoang Lan Le
- Department of Hospital Pharmacy, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Daan van de Velde
- Department of Hospital Pharmacy, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Marjolein Dieterich
- Department of Internal Medicine, Division of Nephrology and Transplantation, Erasmus MC, University Medical Center Rotterdam, the Netherlands
| | - Suwasin Udomkarnjananun
- Department of Internal Medicine, Division of Nephrology and Transplantation, Erasmus MC, University Medical Center Rotterdam, the Netherlands; Erasmus MC Transplant Institute, the Netherlands; Division of Nephrology, Department of Medicine, Faculty of Medicine, Chulalongkorn University and King Chulalongkorn Memorial Hospital, Bangkok, Thailand
| | - Marian C Clahsen-van Groningen
- Erasmus MC Transplant Institute, the Netherlands; Department of Pathology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Carla C Baan
- Department of Internal Medicine, Division of Nephrology and Transplantation, Erasmus MC, University Medical Center Rotterdam, the Netherlands; Erasmus MC Transplant Institute, the Netherlands
| | - Teun van Gelder
- Department of Clinical Pharmacy and Toxicology, Leiden University Medical Center, Leiden, the Netherlands
| | - Brenda C M de Winter
- Erasmus MC Transplant Institute, the Netherlands; Department of Hospital Pharmacy, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Dennis A Hesselink
- Department of Internal Medicine, Division of Nephrology and Transplantation, Erasmus MC, University Medical Center Rotterdam, the Netherlands; Erasmus MC Transplant Institute, the Netherlands
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16
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Sallustio BC. Monitoring Intra-cellular Tacrolimus Concentrations in Solid Organ Transplantation: Use of Peripheral Blood Mononuclear Cells and Graft Biopsy Tissue. Front Pharmacol 2021; 12:733285. [PMID: 34764868 PMCID: PMC8576179 DOI: 10.3389/fphar.2021.733285] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Accepted: 09/23/2021] [Indexed: 12/16/2022] Open
Abstract
Tacrolimus is an essential immunosuppressant for the prevention of rejection in solid organ transplantation. Its low therapeutic index and high pharmacokinetic variability necessitates therapeutic drug monitoring (TDM) to individualise dose. However, rejection and toxicity still occur in transplant recipients with blood tacrolimus trough concentrations (C0) within the target ranges. Peripheral blood mononuclear cells (PBMC) have been investigated as surrogates for tacrolimus's site of action (lymphocytes) and measuring allograft tacrolimus concentrations has also been explored for predicting rejection or nephrotoxicity. There are relatively weak correlations between blood and PBMC or graft tacrolimus concentrations. Haematocrit is the only consistent significant (albeit weak) determinant of tacrolimus distribution between blood and PBMC in both liver and renal transplant recipients. In contrast, the role of ABCB1 pharmacogenetics is contradictory. With respect to distribution into allograft tissue, studies report no, or poor, correlations between blood and graft tacrolimus concentrations. Two studies observed no effect of donor ABCB1 or CYP3A5 pharmacogenetics on the relationship between blood and renal graft tacrolimus concentrations and only one group has reported an association between donor ABCB1 polymorphisms and hepatic graft tacrolimus concentrations. Several studies describe significant correlations between in vivo PBMC tacrolimus concentrations and ex vivo T-cell activation or calcineurin activity. Older studies provide evidence of a strong predictive value of PBMC C0 and allograft tacrolimus C0 (but not blood C0) with respect to rejection in liver transplant recipients administered tacrolimus with/without a steroid. However, these results have not been independently replicated in liver or other transplants using current triple maintenance immunosuppression. Only one study has reported a possible association between renal graft tacrolimus concentrations and acute tacrolimus nephrotoxicity. Thus, well-designed and powered prospective clinical studies are still required to determine whether measuring tacrolimus PBMC or graft concentrations offers a significant benefit compared to current TDM.
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Affiliation(s)
- Benedetta C Sallustio
- Department of Clinical Pharmacology, Basil Hetzel Institute for Translational Health Research, The Queen Elizabeth Hospital, Woodville South, SA, Australia.,Discipline of Pharmacology, School of Medicine, University of Adelaide, Adelaide, SA, Australia
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17
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Radhakrishnan A, Kuppusamy G, Ponnusankar S, Mutalik S. Towards next-generation personalization of tacrolimus treatment: a review on advanced diagnostic and therapeutic approaches. Pharmacogenomics 2021; 22:1151-1175. [PMID: 34719935 DOI: 10.2217/pgs-2021-0008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
The benefit of personalized medicine is that it allows the customization of drug therapy - maximizing efficacy while avoiding side effects. Genetic polymorphisms are one of the major contributors to interindividual variability. Currently, the only gold standard for applying personalized medicine is dose titration. Because of technological advancements, converting genotypic data into an optimum dose has become easier than in earlier years. However, for many medications, determining a personalized dose may be difficult, leading to a trial-and-error method. On the other hand, the technologically oriented pharmaceutical industry has a plethora of smart drug delivery methods that are underutilized in customized medicine. This article elaborates the genetic polymorphisms of tacrolimus as case study, and extensively covers the diagnostic and therapeutic technologies which aid in the delivery of personalized tacrolimus treatment for better clinical outcomes, thereby providing a new strategy for implementing personalized medicine.
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Affiliation(s)
- Arun Radhakrishnan
- Department of Pharmaceutics, JSS College of Pharmacy, JSS Academy of Higher Education & Research, Ooty, Nilgiris, Tamilnadu, India
| | - Gowthamarajan Kuppusamy
- Department of Pharmaceutics, JSS College of Pharmacy, JSS Academy of Higher Education & Research, Ooty, Nilgiris, Tamilnadu, India
| | - Sivasankaran Ponnusankar
- Department of Pharmacy Practice, JSS College of Pharmacy, JSS Academy of Higher Education & Research, Ooty, Nilgiris, Tamilnadu, India
| | - Srinivas Mutalik
- Department of Pharmaceutics, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Karnataka, India
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18
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Bodnar-Broniarczyk M, Durlik M, Bączkowska T, Czerwińska K, Marszałek R, Pawiński T. Kidney and Liver Tissue Tacrolimus Concentrations in Adult Transplant Recipients-The Influence of the Whole Blood and Tissue Concentrations on Efficiency of Treatment during Immunosuppressive Therapy. Pharmaceutics 2021; 13:pharmaceutics13101576. [PMID: 34683869 PMCID: PMC8538499 DOI: 10.3390/pharmaceutics13101576] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2021] [Revised: 09/22/2021] [Accepted: 09/23/2021] [Indexed: 12/27/2022] Open
Abstract
Tacrolimus (TAC) has a narrow therapeutic index and highly variable pharmacokinetic characteristics. Close monitoring of the TAC concentrations is required in order to avoid the risk of acute rejection or adverse drug reaction. The results in some studies indicate that inter-tissue TAC concentrations can be a better predictor with regards to acute rejection episode than TAC concentration in whole blood. Therefore, the aim of the study was to assess the correlation between dosage, blood, hepatic and kidney tissue concentration of TAC measured by a validated liquid chromatography tandem mass spectrometry (LC-MS/MS) and clinical outcomes in a larger cohort of 100 liver and renal adult transplant recipients. Dried biopsies were weighed, mechanically homogenized and then the samples were treated with a mixture of zinc sulfate—acetonitrile to perform protein precipitation. After centrifugation, the extraction with tert-butyl methyl ether was performed. The analytical range was proven for TAC tissue concentrations of 10–400 pg/mg. The accuracy and precision fell within the acceptance criteria for intraday as well as interday assay. There was no correlation between dosage, blood (C0) and tissue TAC concentrations. TAC concentrations determined in liver and kidney biopsies ranged from 8.5 pg/mg up to 160.0 pg/mg and from 7.1 pg/mg up to 215.7 pg/mg, respectively. To the best of our knowledge, this is the first LC-MS/MS method for kidney and liver tissue TAC monitoring using Tac13C,D2 as the internal standard, which permits measuring tissue TAC concentrations as low as 10 pg/mg.
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Affiliation(s)
| | - Magdalena Durlik
- Department of Transplantation Medicine, Nephrology and Internal Medicine, Medical University of Warsaw, Nowogrodzka 59, 02-006 Warsaw, Poland; (M.D.); (T.B.); (K.C.)
| | - Teresa Bączkowska
- Department of Transplantation Medicine, Nephrology and Internal Medicine, Medical University of Warsaw, Nowogrodzka 59, 02-006 Warsaw, Poland; (M.D.); (T.B.); (K.C.)
| | - Katarzyna Czerwińska
- Department of Transplantation Medicine, Nephrology and Internal Medicine, Medical University of Warsaw, Nowogrodzka 59, 02-006 Warsaw, Poland; (M.D.); (T.B.); (K.C.)
| | - Ryszard Marszałek
- Department of Drug Bioanalysis and Analysis, Medical University of Warsaw, Banacha 1, 02-097 Warsaw, Poland;
| | - Tomasz Pawiński
- Department of Drug Chemistry, Medical University of Warsaw, Banacha 1, 02-097 Warsaw, Poland;
- Correspondence: ; Tel.: +48-22-5720-697
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19
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Usage of Tacrolimus and Mycophenolic Acid During Conception, Pregnancy, and Lactation, and Its Implications for Therapeutic Drug Monitoring: A Systematic Critical Review. Ther Drug Monit 2021; 42:518-531. [PMID: 32398419 DOI: 10.1097/ftd.0000000000000769] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
BACKGROUND Conception, pregnancy, and lactation following solid organ transplantation require appropriate management. The most frequently used immunosuppressive drug combination after solid organ transplantation consists of tacrolimus (Tac) plus mycophenolic acid (MPA). Here, the effects of Tac and MPA on fertility, pregnancy, and lactation are systematically reviewed, and their implications for therapeutic drug monitoring (TDM) are discussed. METHODS A systematic literature search was performed (August 19, 2019) using Ovid MEDLINE, EMBASE, the Cochrane Central Register of controlled trials, Google Scholar, and Web of Science, and 102 studies were included. Another 60 were included from the reference list of the published articles. RESULTS As MPA is teratogenic, women who are trying to conceive are strongly recommended to switch from MPA to azathioprine. MPA treatment in men during conception seems to have no adverse effect on pregnancy outcomes. Nevertheless, in 2015, the drug label was updated with additional risk minimization measures in a pregnancy prevention program. Data on MPA pharmacokinetics during pregnancy and lactation are limited. Tac treatment during conception, pregnancy, and lactation seems to be safe in terms of the health of the mother, (unborn) child, and allograft. However, Tac may increase the risk of hypertension, preeclampsia, preterm birth, and low birth weight. Infants will ingest very small amounts of Tac via breast milk from mothers treated with Tac. However, no adverse outcomes have been reported in children exposed to Tac during lactation. During pregnancy, changes in Tac pharmacokinetics result in increased unbound to whole-blood Tac concentration ratio. To maintain Tac concentrations within the target range, increased Tac dose and intensified TDM may be required. However, it is unclear if dose adjustments during pregnancy are necessary, considering the higher concentration of (active) unbound Tac. CONCLUSIONS Tac treatment during conception, pregnancy and lactation seems to be relatively safe. Due to pharmacokinetic changes during pregnancy, a higher Tac dose might be indicated to maintain target concentrations. However, more evidence is needed to make recommendations on both Tac dose adjustments and alternative matrices than whole-blood for TDM of Tac during pregnancy. MPA treatment in men during conception seems to have no adverse effect on pregnancy outcomes, whereas MPA use in women during conception and pregnancy is strongly discouraged.
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20
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Fontova P, Colom H, Rigo-Bonnin R, van Merendonk LN, Vidal-Alabró A, Montero N, Melilli E, Meneghini M, Manonelles A, Cruzado JM, Torras J, Grinyó JM, Bestard O, Lloberas N. Influence of the Circadian Timing System on Tacrolimus Pharmacokinetics and Pharmacodynamics After Kidney Transplantation. Front Pharmacol 2021; 12:636048. [PMID: 33815118 PMCID: PMC8010682 DOI: 10.3389/fphar.2021.636048] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2020] [Accepted: 02/05/2021] [Indexed: 01/06/2023] Open
Abstract
Introduction: Tacrolimus is the backbone immunosuppressant after solid organ transplantation. Tacrolimus has a narrow therapeutic window with large intra- and inter-patient pharmacokinetic variability leading to frequent over- and under-immunosuppression. While routine therapeutic drug monitoring (TDM) remains the standard of care, tacrolimus pharmacokinetic variability may be influenced by circadian rhythms. Our aim was to analyze tacrolimus pharmacokinetic/pharmacodynamic profiles on circadian rhythms comparing morning and night doses of a twice-daily tacrolimus formulation. Methods: This is a post-hoc analysis from a clinical trial to study the area under curve (AUC) and the area under effect (AUE) profiles of calcineurin inhibition after tacrolimus administration in twenty-five renal transplant patients. Over a period of 24 h, an intensive sampling (0, 0.5, 1, 1.5, 2, 3, 4, 6, 8, 12, 12.5, 13, 13.5, 14, 15, 20, and 24 h) was carried out. Whole blood and intracellular tacrolimus concentrations and calcineurin activity were measured by UHPLC-MS/MS. Results: Whole blood and intracellular AUC12-24 h and Cmax achieved after tacrolimus night dose was significantly lower than after morning dose administration (AUC0-12 h) (p < 0.001 for both compartments). AUE0-12 h and AUE12-24 h were not statistically different after morning and night doses. Total tacrolimus daily exposure (AUC0-24 h), in whole blood and intracellular compartments, was over-estimated when assessed by doubling the morning AUC0-12 h data. Conclusion: The lower whole blood and intracellular tacrolimus concentrations after night dose might be influenced by a distinct circadian clock. This significantly lower tacrolimus exposure after night dose was not translated into a significant reduction of the pharmacodynamic effect. Our study may provide conceptual bases for better understanding the TDM of twice-daily tacrolimus formulation.
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Affiliation(s)
- Pere Fontova
- Nephrology Department, Bellvitge University Hospital, Barcelona, Spain.,Nephrology and Transplantation, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain.,Department of Clinical Sciences, University of Barcelona, Barcelona, Spain
| | - Helena Colom
- Biopharmaceutics and Pharmacokinetics Unit, Department of Pharmacy and Pharmaceutical Technology, School of Pharmacy, University of Barcelona, Barcelona, Spain
| | - Raül Rigo-Bonnin
- Biochemistry Department, Bellvitge University Hospital, Universitari de Bellvitge, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain.,Nephrology and Transplantation, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain
| | - Lisanne N van Merendonk
- Nephrology Department, Bellvitge University Hospital, Barcelona, Spain.,Nephrology and Transplantation, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain.,Department of Clinical Sciences, University of Barcelona, Barcelona, Spain
| | - Anna Vidal-Alabró
- Nephrology Department, Bellvitge University Hospital, Barcelona, Spain.,Nephrology and Transplantation, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain.,Department of Clinical Sciences, University of Barcelona, Barcelona, Spain
| | - Nuria Montero
- Nephrology Department, Bellvitge University Hospital, Barcelona, Spain.,Nephrology and Transplantation, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain.,Department of Clinical Sciences, University of Barcelona, Barcelona, Spain
| | - Edoardo Melilli
- Nephrology Department, Bellvitge University Hospital, Barcelona, Spain.,Nephrology and Transplantation, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain.,Department of Clinical Sciences, University of Barcelona, Barcelona, Spain
| | - Maria Meneghini
- Nephrology Department, Bellvitge University Hospital, Barcelona, Spain.,Nephrology and Transplantation, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain.,Department of Clinical Sciences, University of Barcelona, Barcelona, Spain
| | - Anna Manonelles
- Nephrology Department, Bellvitge University Hospital, Barcelona, Spain.,Nephrology and Transplantation, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain.,Department of Clinical Sciences, University of Barcelona, Barcelona, Spain
| | - Josep M Cruzado
- Nephrology Department, Bellvitge University Hospital, Barcelona, Spain.,Nephrology and Transplantation, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain.,Department of Clinical Sciences, University of Barcelona, Barcelona, Spain
| | - Juan Torras
- Nephrology Department, Bellvitge University Hospital, Barcelona, Spain.,Nephrology and Transplantation, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain.,Department of Clinical Sciences, University of Barcelona, Barcelona, Spain
| | - Josep Maria Grinyó
- Nephrology Department, Bellvitge University Hospital, Barcelona, Spain.,Nephrology and Transplantation, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain.,Department of Clinical Sciences, University of Barcelona, Barcelona, Spain
| | - Oriol Bestard
- Nephrology Department, Bellvitge University Hospital, Barcelona, Spain.,Nephrology and Transplantation, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain.,Department of Clinical Sciences, University of Barcelona, Barcelona, Spain
| | - Nuria Lloberas
- Nephrology Department, Bellvitge University Hospital, Barcelona, Spain.,Nephrology and Transplantation, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain.,Department of Clinical Sciences, University of Barcelona, Barcelona, Spain
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21
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Francke MI, Hesselink DA, Li Y, Koch BCP, de Wit LEA, van Schaik RHN, Yang L, Baan CC, van Gelder T, de Winter BCM. Monitoring the tacrolimus concentration in peripheral blood mononuclear cells of kidney transplant recipients. Br J Clin Pharmacol 2020; 87:1918-1929. [PMID: 33025649 PMCID: PMC8056738 DOI: 10.1111/bcp.14585] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2020] [Revised: 09/10/2020] [Accepted: 09/23/2020] [Indexed: 02/05/2023] Open
Abstract
Aims Tacrolimus is a critical dose drug and to avoid under‐ and overexposure, therapeutic drug monitoring is standard practice. However, rejection and drug‐related toxicity occur despite whole‐blood tacrolimus pre‐dose concentrations ([Tac]blood) being on target. Monitoring tacrolimus concentrations at the target site (within peripheral blood mononuclear cells; [Tac]cells) may better correlate with drug‐efficacy. The aim of this study was to (1) investigate the relationship between [Tac]blood and [Tac]cells, (2) identify factors affecting the tacrolimus distribution in cells and whole‐blood, and (3) study the relationship between [Tac]cells and clinical outcomes after kidney transplantation. Methods A total of 175 renal transplant recipients were prospectively followed. [Tac]blood and [Tac]cells were determined at Months 3, 6 and 12 post‐transplantation. Patients were genotyped for ABCB1 1199G>A and 3435C>T, CYP3A4 15389C>T, and CYP3A5 6986G>A. Data on rejection and tacrolimus‐related nephrotoxicity and post‐transplant diabetes mellitus were collected. Results Correlations between [Tac]blood and [Tac]cells were moderate to poor (Spearman's r = 0.31; r = 0.41; r = 0.61 at Months 3, 6 and 12, respectively). The [Tac]cells/[Tac]blood ratio was stable over time in most patients (median intra‐patient variability 39.0%; range 3.5%–173.2%). Age, albumin and haematocrit correlated with the [Tac]cells/[Tac]blood ratio. CYP3A5 and CYP3A4 genotype combined affected both dose‐corrected [Tac]blood and [Tac]cells. ABCB1 was not significantly related to tacrolimus distribution. Neither [Tac]blood nor [Tac]cells correlated with clinical outcomes. Conclusions The correlation between [Tac]blood and [Tac]cells is poor. Age, albumin and haematocrit correlate with the [Tac]cells/[Tac]blood ratio, whereas genetic variation in ABCB1, CYP3A4 and CYP3A5 do not. Neither [Tac]blood nor [Tac]cells correlated with clinical outcomes.
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Affiliation(s)
- Marith I Francke
- Department of Internal Medicine, Division of Nephrology and Transplantation, Erasmus MC, University Medical Center Rotterdam, Rotterdam, Netherlands.,Rotterdam Transplant Group, Rotterdam, Netherlands
| | - Dennis A Hesselink
- Department of Internal Medicine, Division of Nephrology and Transplantation, Erasmus MC, University Medical Center Rotterdam, Rotterdam, Netherlands.,Rotterdam Transplant Group, Rotterdam, Netherlands
| | - Yi Li
- Department of Laboratory Medicine, Research Center of Clinical Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, China.,Department of Hospital Pharmacy, Erasmus MC, University Medical Center Rotterdam, Rotterdam, Netherlands
| | - Birgit C P Koch
- Department of Hospital Pharmacy, Erasmus MC, University Medical Center Rotterdam, Rotterdam, Netherlands
| | - Lucia E A de Wit
- Department of Hospital Pharmacy, Erasmus MC, University Medical Center Rotterdam, Rotterdam, Netherlands
| | - Ron H N van Schaik
- Department of Clinical Chemistry, Erasmus MC, University Medical Center Rotterdam, Rotterdam, Netherlands
| | - Lin Yang
- Department of Pharmacy, Fujian Cancer Hospital & Fujian Medical University Cancer Hospital, Fuzhou, China
| | - Carla C Baan
- Department of Internal Medicine, Division of Nephrology and Transplantation, Erasmus MC, University Medical Center Rotterdam, Rotterdam, Netherlands.,Rotterdam Transplant Group, Rotterdam, Netherlands
| | - Teun van Gelder
- Department of Internal Medicine, Division of Nephrology and Transplantation, Erasmus MC, University Medical Center Rotterdam, Rotterdam, Netherlands.,Department of Hospital Pharmacy, Erasmus MC, University Medical Center Rotterdam, Rotterdam, Netherlands
| | - Brenda C M de Winter
- Department of Hospital Pharmacy, Erasmus MC, University Medical Center Rotterdam, Rotterdam, Netherlands
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22
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Francke MI, de Winter BC, Elens L, Lloberas N, Hesselink DA. The pharmacogenetics of tacrolimus and its implications for personalized therapy in kidney transplant recipients. EXPERT REVIEW OF PRECISION MEDICINE AND DRUG DEVELOPMENT 2020. [DOI: 10.1080/23808993.2020.1776107] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Affiliation(s)
- Marith I. Francke
- Department of Internal Medicine, Division of Nephrology and Transplantation, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
- Rotterdam Transplant Group, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Brenda C.M. de Winter
- Department of Hospital Pharmacy, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Laure Elens
- Louvain Drug Research Institute, Université Catholique De Louvain, Louvain, Belgium
| | - Nuria Lloberas
- Department of Nephrology, IDIBELL, Hospital Universitari Di Bellvitge, University of Barcelona, Barcelona, Spain
| | - Dennis A. Hesselink
- Department of Internal Medicine, Division of Nephrology and Transplantation, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
- Rotterdam Transplant Group, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
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23
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Tron C, Woillard JB, Houssel-Debry P, David V, Jezequel C, Rayar M, Balakirouchenane D, Blanchet B, Debord J, Petitcollin A, Roussel M, Verdier MC, Bellissant E, Lemaitre F. Pharmacogenetic-Whole blood and intracellular pharmacokinetic-Pharmacodynamic (PG-PK2-PD) relationship of tacrolimus in liver transplant recipients. PLoS One 2020; 15:e0230195. [PMID: 32163483 PMCID: PMC7067455 DOI: 10.1371/journal.pone.0230195] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2019] [Accepted: 02/24/2020] [Indexed: 12/21/2022] Open
Abstract
Tacrolimus (TAC) is the cornerstone of immunosuppressive therapy in liver transplantation. This study aimed at elucidating the interplay between pharmacogenetic determinants of TAC whole blood and intracellular exposures as well as the pharmacokinetic-pharmacodynamic relationship of TAC in both compartments. Complete pharmacokinetic profiles (Predose, and 20 min, 40 min, 1h, 2h, 3h, 4h, 6h, 8h, 12h post drug intake) of twice daily TAC in whole blood and peripheral blood mononuclear cells (PBMC) were collected in 32 liver transplanted patients in the first ten days post transplantation. A non-parametric population pharmacokinetic model was applied to explore TAC pharmacokinetics in blood and PBMC. Concurrently, calcineurin activity was measured in PBMC. Influence of donor and recipient genetic polymorphisms of ABCB1, CYP3A4 and CYP3A5 on TAC exposure was assessed. Recipient ABCB1 polymorphisms 1199G>A could influence TAC whole blood and intracellular exposure (p<0.05). No association was found between CYP3A4 or CYP3A5 genotypes and TAC whole blood or intracellular concentrations. Finally, intra-PBMC calcineurin activity appeared incompletely inhibited by TAC and less than 50% of patients were expected to achieve intracellular IC50 concentration (100 pg/millions of cells) at therapeutic whole blood concentration (i.e.: 4–10 ng/mL). Together, these data suggest that personalized medicine regarding TAC therapy might be optimized by ABCB1 pharmacogenetic biomarkers and by monitoring intracellular concentration whereas the relationship between intracellular TAC exposure and pharmacodynamics biomarkers more specific than calcineurin activity should be further investigated.
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Affiliation(s)
- Camille Tron
- Rennes 1 University, Rennes University Hospital, Inserm, EHESP, Irset (Institut de recherche en santé, environnement et travail)—UMR_S 1085, Rennes, France
- INSERM, CIC 1414 Clinical Investigation Center, Rennes, France
- * E-mail:
| | - Jean-Baptiste Woillard
- Department of Pharmacology and Toxicology, Limoges University Hospital, Limoges, France
- INSERM, UMR 1248, Limoges, France
- Limoges University, Limoges, France
| | - Pauline Houssel-Debry
- INSERM, CIC 1414 Clinical Investigation Center, Rennes, France
- Hepato-Biliary and Digestive Surgery Unit, Rennes University Hospital, Rennes, France
| | - Véronique David
- Department of Molecular Genetics and Genomics, Rennes University Hospital, Rennes, France
- CNRS, UMR6290, IGDR, Rennes, France
| | - Caroline Jezequel
- Hepato-Biliary and Digestive Surgery Unit, Rennes University Hospital, Rennes, France
| | - Michel Rayar
- INSERM, CIC 1414 Clinical Investigation Center, Rennes, France
- Hepato-Biliary and Digestive Surgery Unit, Rennes University Hospital, Rennes, France
| | - David Balakirouchenane
- Assistance Publique-Hôpitaux de Paris (AP-HP), Pharmacokinetics and Pharmacochemistry Department, Cochin Hospital, Paris, France
| | - Benoit Blanchet
- Assistance Publique-Hôpitaux de Paris (AP-HP), Pharmacokinetics and Pharmacochemistry Department, Cochin Hospital, Paris, France
- CNRS, UMR8638, Faculty of Pharmacy, Paris Descartes University, PRES Sorbonne Paris Cité, Paris, France
| | - Jean Debord
- Department of Pharmacology and Toxicology, Limoges University Hospital, Limoges, France
- INSERM, UMR 1248, Limoges, France
| | | | - Mickaël Roussel
- Haematology Laboratory, Rennes University Hospital, Rennes, France
| | - Marie-Clémence Verdier
- Rennes 1 University, Rennes University Hospital, Inserm, EHESP, Irset (Institut de recherche en santé, environnement et travail)—UMR_S 1085, Rennes, France
- INSERM, CIC 1414 Clinical Investigation Center, Rennes, France
| | - Eric Bellissant
- Rennes 1 University, Rennes University Hospital, Inserm, EHESP, Irset (Institut de recherche en santé, environnement et travail)—UMR_S 1085, Rennes, France
- INSERM, CIC 1414 Clinical Investigation Center, Rennes, France
| | - Florian Lemaitre
- Rennes 1 University, Rennes University Hospital, Inserm, EHESP, Irset (Institut de recherche en santé, environnement et travail)—UMR_S 1085, Rennes, France
- INSERM, CIC 1414 Clinical Investigation Center, Rennes, France
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24
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Yoshida T, Sako K, Kondo H. Design of novel tacrolimus formulations with chemically synthesized oils for oral lymphatic delivery. Drug Dev Ind Pharm 2020; 46:219-226. [PMID: 31976759 DOI: 10.1080/03639045.2020.1721525] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
High consumption of oil formulations has been reported to reduce the blood exposure of drugs like tacrolimus. Consumption of oil formulations has also been shown to inhibit T-cell production of interleukin-2 (IL-2) compared to solid dispersion formulations (SDFs). However, a large amount of oil causes gastrointestinal side effects such as diarrhea and low compliance. Here, we investigated the feasibility of reducing the amount of oil and substitution of chemically synthetized oils for natural oils in these formulations. Reducing the amount of sunflower oil increased blood tacrolimus exposure despite sufficient suppression of IL-2 production. While medium-chain triglyceride (MCT) increased tacrolimus blood exposure, addition of 10% glyceryl monostearate (GMS) to MCT significantly decreased drug blood exposure without requiring a large amount of oil (p < .05). Effects of the contents of GMS in the MCT/GMS formulations, and fatty acid composition in GMS on drug blood exposure were also investigated. The results indicated that both the amount and type of oil were important for maintaining a good balance between a reduction in blood exposure and sufficient IL-2 suppression. The ratio of drug concentration in lymphocytes to that in whole blood after dosing with an oil formulation was significantly higher than that after administration of the SDF (p < .01). These results indicate the feasibility of developing oral oil tacrolimus formulations to reduce systemic side effects and maintain high efficacy for practical use in patients.
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Affiliation(s)
- Takayuki Yoshida
- Drug Delivery, Pharmaceutical Research and Technology Labs, Astellas Pharma Inc, Yaizu, Japan
| | | | - Hiromu Kondo
- School of Pharmaceutical Sciences, University of Shizuoka, Shizuoka, Japan
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25
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van Merendonk LN, Fontova P, Rigo-Bonnin R, Colom H, Vidal-Alabró A, Bestard O, Torras J, Cruzado JM, Grinyó JM, Lloberas N. Validation and evaluation of four sample preparation methods for the quantification of intracellular tacrolimus in peripheral blood mononuclear cells by UHPLC-MS/MS. Clin Chim Acta 2019; 503:210-217. [PMID: 31794770 DOI: 10.1016/j.cca.2019.11.033] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2019] [Revised: 11/22/2019] [Accepted: 11/25/2019] [Indexed: 10/25/2022]
Abstract
Rejection and toxicity occur despite monitoring of tacrolimus blood levels during clinical routine. The intracellular concentration in lymphocytes could be a better reflection of the tacrolimus exposure. Four extraction methods for tacrolimus in peripheral blood mononuclear cells were validated and evaluated with UHPLC-MS/MS. Methods based on protein precipitation (method 1), solid phase extraction (method 2), phospholipids and proteins removal (method 3) and liquid-liquid extraction (method 4) were evaluated on linearity, lower limit of quantification (LLOQ), imprecision and bias. Validation was completed for the methods within these requirements, adding matrix effect and recovery. Linearity was 0.126 (LLOQ)-15 µg/L, 0.504 (LLOQ)-15 µg/L and 0.298 (LLOQ)-15 µg/L with method 1, 2 and 3, respectively. With method 4 non-linearity and a LLOQ higher than 0.504 µg/L were observed. Inter-day imprecision and bias were ≤4.6%, ≤10.9%; ≤6.8%, ≤-11.2%; ≤9.4%, ≤10.3% and ≤44.6%, ≤23.1%, respectively, with methods 1, 2, 3 and 4. Validation was completed for method 1 and 3 adding matrix effect (7.6%; 15.0%) and recovery (8.9%; 10.8%), respectively. The most suitable UHPLC-MS/MS method for quantification of intracellular tacrolimus was protein precipitation due to the best performance characteristics and the least time-consuming rate and complexity.
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Affiliation(s)
- Lisanne N van Merendonk
- Nephrology Department, IDIBELL, Hospital Universitari de Bellvitge, University of Barcelona, Barcelona, Spain
| | - Pere Fontova
- Nephrology Department, IDIBELL, Hospital Universitari de Bellvitge, University of Barcelona, Barcelona, Spain
| | - Raül Rigo-Bonnin
- Biochemistry Department, IDIBELL, Hospital Universitari de Bellvitge, Barcelona, Spain
| | - Helena Colom
- Biopharmaceutics and Pharmacokinetics Unit, Department of Pharmacy and Pharmaceutical Technology Department, School of Pharmacy, University of Barcelona, Barcelona, Spain
| | - Anna Vidal-Alabró
- Nephrology Department, IDIBELL, Hospital Universitari de Bellvitge, University of Barcelona, Barcelona, Spain
| | - Oriol Bestard
- Nephrology Department, IDIBELL, Hospital Universitari de Bellvitge, University of Barcelona, Barcelona, Spain
| | - Juan Torras
- Nephrology Department, IDIBELL, Hospital Universitari de Bellvitge, University of Barcelona, Barcelona, Spain
| | - Josep M Cruzado
- Nephrology Department, IDIBELL, Hospital Universitari de Bellvitge, University of Barcelona, Barcelona, Spain
| | - Josep M Grinyó
- Nephrology Department, IDIBELL, Hospital Universitari de Bellvitge, University of Barcelona, Barcelona, Spain
| | - Núria Lloberas
- Nephrology Department, IDIBELL, Hospital Universitari de Bellvitge, University of Barcelona, Barcelona, Spain.
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Immunomonitoring of Tacrolimus in Healthy Volunteers: The First Step from PK- to PD-Based Therapeutic Drug Monitoring? Int J Mol Sci 2019; 20:ijms20194710. [PMID: 31547590 PMCID: PMC6801784 DOI: 10.3390/ijms20194710] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2019] [Revised: 09/05/2019] [Accepted: 09/20/2019] [Indexed: 12/20/2022] Open
Abstract
Therapeutic drug monitoring is routinely performed to maintain optimal tacrolimus concentrations in kidney transplant recipients. Nonetheless, toxicity and rejection still occur within an acceptable concentration-range. To have a better understanding of the relationship between tacrolimus dose, tacrolimus concentration, and its effect on the target cell, we developed functional immune tests for the quantification of the tacrolimus effect. Twelve healthy volunteers received a single dose of tacrolimus, after which intracellular and whole blood tacrolimus concentrations were measured and were related to T cell functionality. A significant correlation was found between tacrolimus concentrations in T cells and whole blood concentrations (r = 0.71, p = 0.009), while no correlation was found between tacrolimus concentrations in peripheral blood mononuclear cells (PBMCs) and whole blood (r = 0.35, p = 0.27). Phytohemagglutinin (PHA) induced the production of IL-2 and IFNγ, as well as the inhibition of CD71 and CD154 expression on T cells at 1.5 h post-dose, when maximum tacrolimus levels were observed. Moreover, the in vitro tacrolimus effect of the mentioned markers corresponded with the ex vivo effect after dosing. In conclusion, our results showed that intracellular tacrolimus concentrations mimic whole blood concentrations, and that PHA-induced cytokine production (IL-2 and IFNγ) and activation marker expression (CD71 and CD154) are suitable readout measures to measure the immunosuppressive effect of tacrolimus on the T cell.
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Therapeutic Drug Monitoring of Tacrolimus-Personalized Therapy: Second Consensus Report. Ther Drug Monit 2019; 41:261-307. [DOI: 10.1097/ftd.0000000000000640] [Citation(s) in RCA: 227] [Impact Index Per Article: 45.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
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Brunet M, van Gelder T, Åsberg A, Haufroid V, Hesselink DA, Langman L, Lemaitre F, Marquet P, Seger C, Shipkova M, Vinks A, Wallemacq P, Wieland E, Woillard JB, Barten MJ, Budde K, Colom H, Dieterlen MT, Elens L, Johnson-Davis KL, Kunicki PK, MacPhee I, Masuda S, Mathew BS, Millán O, Mizuno T, Moes DJAR, Monchaud C, Noceti O, Pawinski T, Picard N, van Schaik R, Sommerer C, Vethe NT, de Winter B, Christians U, Bergan S. Therapeutic Drug Monitoring of Tacrolimus-Personalized Therapy: Second Consensus Report. Ther Drug Monit 2019. [DOI: 10.1097/ftd.0000000000000640
expr 845143713 + 809233716] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/16/2023]
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Bae E, Han SS, Park DJ, Lee H, Yu MY, Kim KH, Kim MC, Cho JY, Min SI, Ha J, Kim YS, Yang SH. The level of intracellular tacrolimus in T cell is affected by CD44 +ABCB1 +activities triggered by inflammation. EUR J INFLAMM 2019. [DOI: 10.1177/2058739219845155] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023] Open
Abstract
Rejection is an important issue in kidney transplant. Although with adequate trough level of tacrolimus, acute rejection occurs, and we are focused on these cases. We hypothesized that the lower concentration of tacrolimus in the peripheral blood mononuclear cell would be a cause of rejection; in this regard, we describe ABCB1, which regulates intracellular concentration of tacrolimus. The effect of inflammation on the intracellular concentration of tacrolimus was evaluated, as was the association between that concentration and ABCB1 and CD44 activities. Seven kidney recipients experiencing acute rejection were prospectively enrolled. Both the whole blood concentration of tacrolimus and intracellular concentration of tacrolimus were measured at the time of enrollment and after stabilization. A human T lymphoblastoid cell line (Jurkat T cell) was treated with various concentrations of tacrolimus for 21 h and then stimulated for 3 h. The levels of mRNA interleukin-2, interleukin-8, and interferon-γ decreased dose dependently by tacrolimus. Furthermore, a fluorescence-activated cell sorter was used to count cells expressing CD44 and ABCB1; changes in intracellular concentration of tacrolimus were explored after tacrolimus treatment and stimulation. Also, B6 splenocytes were tested in the same manner as previous Jurkat T cell experiments. The tacrolimus ratio of three patients was lower at the time of acute rejection than when patients were stabilized. In vitro, the intracellular concentration of tacrolimus decreased after stimulation. Under the same conditions, CD44+ABCB1+cells increased in proportion on tacrolimus treatment and stimulation. This work supports the hypothesis that inflammation reduces the intracellular tacrolimus level, possibly via drug efflux mediated by CD44+ABCB1+and inflammation could lead to acute rejection.
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Affiliation(s)
- Eunjin Bae
- Department of Internal Medicine, College of Medicine, Gyeongsang National University, Jinju, Korea
- Gyeongsang National University Changwon Hospital, Changwon, Korea
| | - Seung Seok Han
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Korea
| | - Dong Jun Park
- Department of Internal Medicine, College of Medicine, Gyeongsang National University, Jinju, Korea
- Gyeongsang National University Changwon Hospital, Changwon, Korea
| | - Hajeong Lee
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Korea
| | - Mi-Yeon Yu
- Department of Internal Medicine, Hanyang University Guri Hospital, Guri, Korea
| | - Kyu Hong Kim
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Korea
| | - Min Chang Kim
- Department of Clinical Pharmacology and Therapeutics, College of Medicine, Seoul National University, Seoul, Korea
| | - Joo-Youn Cho
- Department of Clinical Pharmacology and Therapeutics, College of Medicine, Seoul National University, Seoul, Korea
| | - Sang-Il Min
- Department of Surgery, College of Medicine, Seoul National University, Seoul, Korea
| | - Jongwon Ha
- Department of Surgery, College of Medicine, Seoul National University, Seoul, Korea
| | - Yon Su Kim
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Korea
- Department of Kidney Research Institute, Seoul National University, Seoul, Korea
| | - Seung Hee Yang
- Department of Kidney Research Institute, Seoul National University, Seoul, Korea
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Bahmany S, de Wit LEA, Hesselink DA, van Gelder T, Shuker NM, Baan C, van der Nagel BCH, Koch BCP, de Winter BCM. Highly sensitive and rapid determination of tacrolimus in peripheral blood mononuclear cells by liquid chromatography-tandem mass spectrometry. Biomed Chromatogr 2018; 33:e4416. [PMID: 30362145 PMCID: PMC6587946 DOI: 10.1002/bmc.4416] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2018] [Revised: 10/15/2018] [Accepted: 10/19/2018] [Indexed: 11/12/2022]
Abstract
After solid organ transplantation, tacrolimus is given to prevent rejection. Therapeutic drug monitoring is used to reach target concentrations of tacrolimus in whole blood. Because the site of action of tacrolimus is the lymphocyte, and tacrolimus binds ~80% to erythrocytes, the intracellular tacrolimus concentration in lymphocytes is possibly more relevant. For this purpose, we aimed to develop, improve and validate a UPLC–MS/MS method to measure tacrolimus concentrations in isolated peripheral blood mononuclear cells (PBMCs). PBMCs were isolated using a Ficoll separation technique, followed by a washing step using red blood cell lysis. A cell suspension of 50 μL containing 1 million PBMCs was used in combination with MagSiMUS‐TDMPREP. To each sample we added 30 μL lysis buffer, 20 μL reconstitution buffer containing 13C2H4‐tacrolimus as internal standard, 40 μL MagSiMUS‐TDMPREP Type I Particle Mix and 175 μL Organic Precipitation Reagent VI for methanol‐based protein precipitation. A 10 μL aliquot of the supernatant was injected into the UPLC–MS/MS system. The method was validated, resulting in high sensitivity and specificity. The method was linear (r2 = 0.997) over the range 5.0–1250 pg/1 × 106 PBMCs. The inaccuracy was <5% and the imprecision was <15%. The washing steps following Ficoll isolation could be performed at either room temperature or on ice, with no effect of the temperature on the results. A method for the analysis of tacrolimus concentrations in PBMCs was developed and successfully validated. Further research will be performed to investigate the correlation between concentrations in PBMCs and clinical outcome.
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Affiliation(s)
- Soma Bahmany
- Department of Hospital Pharmacy, Erasmus MC, University Medical Center, Rotterdam, the Netherlands
| | - Lucia E A de Wit
- Department of Hospital Pharmacy, Erasmus MC, University Medical Center, Rotterdam, the Netherlands
| | - Dennis A Hesselink
- Department of Internal Medicine, Rotterdam Transplant Group, Erasmus MC, University Medical Center Rotterdam, the Netherlands
| | - Teun van Gelder
- Department of Internal Medicine, Rotterdam Transplant Group, Erasmus MC, University Medical Center Rotterdam, the Netherlands
| | - Nauras M Shuker
- Department of Hospital Pharmacy, Erasmus MC, University Medical Center, Rotterdam, the Netherlands
| | - Carla Baan
- Department of Internal Medicine, Rotterdam Transplant Group, Erasmus MC, University Medical Center Rotterdam, the Netherlands
| | - Bart C H van der Nagel
- Department of Hospital Pharmacy, Erasmus MC, University Medical Center, Rotterdam, the Netherlands
| | - Birgit C P Koch
- Department of Hospital Pharmacy, Erasmus MC, University Medical Center, Rotterdam, the Netherlands
| | - Brenda C M de Winter
- Department of Hospital Pharmacy, Erasmus MC, University Medical Center, Rotterdam, the Netherlands
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Tron C, Lemaitre F, Verstuyft C, Petitcollin A, Verdier MC, Bellissant E. Pharmacogenetics of Membrane Transporters of Tacrolimus in Solid Organ Transplantation. Clin Pharmacokinet 2018; 58:593-613. [DOI: 10.1007/s40262-018-0717-7] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
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Longitudinal Study of Tacrolimus in Lymphocytes During the First Year After Kidney Transplantation. Ther Drug Monit 2018; 40:558-566. [DOI: 10.1097/ftd.0000000000000539] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Kannegieter NM, Hesselink DA, Dieterich M, de Graav GN, Kraaijeveld R, Baan CC. Analysis of NFATc1 amplification in T cells for pharmacodynamic monitoring of tacrolimus in kidney transplant recipients. PLoS One 2018; 13:e0201113. [PMID: 30036394 PMCID: PMC6056039 DOI: 10.1371/journal.pone.0201113] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2017] [Accepted: 07/09/2018] [Indexed: 02/07/2023] Open
Abstract
Background Therapeutic drug monitoring (TDM) of tacrolimus, based on blood concentrations, shows an imperfect correlation with the occurrence of rejection. Here, we tested whether measuring NFATc1 amplification, a member of the calcineurin pathway, is suitable for TDM of tacrolimus. Materials and methods NFATc1 amplification was monitored in T cells of kidney transplant recipients who received either tacrolimus- (n = 11) or belatacept-based (n = 10) therapy. Individual drug effects on NFATc1 amplification were studied in vitro, after spiking blood samples of healthy volunteers with either tacrolimus, belatacept or mycophenolate mofetil. Results At day 30 after transplantation, in tacrolimus-treated patients, NFATc1 amplification was inhibited in CD4+ T cells expressing the co-stimulation receptor CD28 (mean inhibition 37%; p = 0.01) and in CD8+CD28+ T cells (29% inhibition; p = 0.02), while this was not observed in CD8+CD28- T cells or belatacept-treated patients. Tacrolimus pre-dose concentrations of these patients correlated inversely with NFATc1 amplification in CD28+ T cells (rs = -0.46; p < 0.01). In vitro experiments revealed that 50 ng/ml tacrolimus affected NFATc1 amplification by 58% (mean; p = 0.02). Conclusion In conclusion, measuring NFATc1 amplification is a direct tool for monitoring biological effects of tacrolimus on T cells in whole blood samples of kidney transplant recipients. This technique has potential that requires further development before it can be applied in daily practice.
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Affiliation(s)
- Nynke M. Kannegieter
- Department of Internal Medicine, Section of Transplantation and Nephrology, Rotterdam Transplant Group, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
- * E-mail:
| | - Dennis A. Hesselink
- Department of Internal Medicine, Section of Transplantation and Nephrology, Rotterdam Transplant Group, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Marjolein Dieterich
- Department of Internal Medicine, Section of Transplantation and Nephrology, Rotterdam Transplant Group, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Gretchen N. de Graav
- Department of Internal Medicine, Section of Transplantation and Nephrology, Rotterdam Transplant Group, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Rens Kraaijeveld
- Department of Internal Medicine, Section of Transplantation and Nephrology, Rotterdam Transplant Group, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Carla C. Baan
- Department of Internal Medicine, Section of Transplantation and Nephrology, Rotterdam Transplant Group, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
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Kannegieter NM, Hesselink DA, Dieterich M, de Graav GN, Kraaijeveld R, Rowshani AT, Leenen PJM, Baan CC. Pharmacodynamic Monitoring of Tacrolimus-Based Immunosuppression in CD14+ Monocytes After Kidney Transplantation. Ther Drug Monit 2018. [PMID: 28640063 DOI: 10.1097/ftd.0000000000000426] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
BACKGROUND Monocytes significantly contribute to ischemia-reperfusion injury and allograft rejection after kidney transplantation. However, the knowledge about the effects of immunosuppressive drugs on monocyte activation is limited. Conventional pharmacokinetic methods for immunosuppressive drug monitoring are not cell type-specific. In this study, phosphorylation of 3 signaling proteins was measured to determine the pharmacodynamic effects of immunosuppression on monocyte activation in kidney transplant patients. METHODS Blood samples from 20 kidney transplant recipients were monitored before and during the first year after transplantation. All patients received induction therapy with basiliximab, followed by tacrolimus (TAC), mycophenolate mofetil, and prednisolone maintenance therapy. TAC whole-blood predose concentrations were determined using an antibody-conjugated magnetic immunoassay. Samples were stimulated with phorbol 12-myristate 13-acetate (PMA)/ionomycin, and phosphorylation of p38MAPK, ERK, and Akt in CD14 monocytes was quantified by phospho-specific flow cytometry. RESULTS Phosphorylation of p38MAPK and Akt in monocytes of immunosuppressed recipients was lower after 360 days compared with before transplantation in the unstimulated samples [mean reduction in median fluorescence intensity 36%; range -28% to 77% for p-p38MAPK and 20%; range -22% to 53% for p-Akt; P < 0.05]. P-ERK was only decreased at day 4 after transplantation (mean inhibition 23%; range -52% to 73%; P < 0.05). At day 4, when the highest whole-blood predose TAC concentrations were measured, p-p38MAPK and p-Akt, but not p-ERK, correlated inversely with TAC (rs = -0.65; P = 0.01 and rs = -0.58; P = 0.03, respectively). CONCLUSIONS Immunosuppressive drug combination therapy partially inhibits monocyte activation pathways after kidney transplantation. This inhibition can be determined by phospho-specific flow cytometry, which enables the assessment of the pharmacodynamic effects of immunosuppressive drugs in a cell type-specific manner.
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Affiliation(s)
- Nynke M Kannegieter
- Departments of *Internal Medicine and †Immunology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
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Andrews LM, Li Y, De Winter BCM, Shi YY, Baan CC, Van Gelder T, Hesselink DA. Pharmacokinetic considerations related to therapeutic drug monitoring of tacrolimus in kidney transplant patients. Expert Opin Drug Metab Toxicol 2017; 13:1225-1236. [PMID: 29084469 DOI: 10.1080/17425255.2017.1395413] [Citation(s) in RCA: 85] [Impact Index Per Article: 12.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
INTRODUCTION Tacrolimus (Tac) is the cornerstone of immunosuppressive therapy after solid organ transplantation and will probably remain so. Excluding belatacept, no new immunosuppressive drugs were registered for the prevention of acute rejection during the last decade. For several immunosuppressive drugs, clinical development halted because they weren't sufficiently effective or more toxic. Areas covered: Current methods of monitoring Tac treatment, focusing on traditional therapeutic drug monitoring (TDM), controversies surrounding TDM, novel matrices, pharmacogenetic and pharmacodynamic monitoring are discussed. Expert opinion: Due to a narrow therapeutic index and large interpatient pharmacokinetic variability, TDM has been implemented for individualization of Tac dose to maintain drug efficacy and minimize the consequences of overexposure. The relationship between predose concentrations and the occurrence of rejection or toxicity is controversial. Acute cellular rejection also occurs when the Tac concentration is within the target range, suggesting that Tac whole blood concentrations don't necessarily correlate with pharmacological effect. Intracellular Tac, the unbound fraction of Tac or pharmacodynamic monitoring could be better biomarkers/tools for adequate Tac exposure - research into this has been promising. Traditional TDM, perhaps following pre-emptive genotyping for Tac-metabolizing enzymes, must suffice for a few years before these strategies can be implemented in clinical practice.
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Affiliation(s)
- Louise M Andrews
- a Department of Hospital Pharmacy , Erasmus MC, University Medical Center Rotterdam , Rotterdam , The Netherlands
| | - Yi Li
- a Department of Hospital Pharmacy , Erasmus MC, University Medical Center Rotterdam , Rotterdam , The Netherlands.,b Department of Laboratory Medicine , West China Hospital of Sichuan University , Chengdu , China
| | - Brenda C M De Winter
- a Department of Hospital Pharmacy , Erasmus MC, University Medical Center Rotterdam , Rotterdam , The Netherlands
| | - Yun-Ying Shi
- c Department of Nephrology , West China Hospital of Sichuan University , Chengdu , China
| | - Carla C Baan
- d Department of Internal Medicine , Erasmus MC, University Medical Center Rotterdam , Rotterdam , The Netherlands
| | - Teun Van Gelder
- a Department of Hospital Pharmacy , Erasmus MC, University Medical Center Rotterdam , Rotterdam , The Netherlands.,d Department of Internal Medicine , Erasmus MC, University Medical Center Rotterdam , Rotterdam , The Netherlands
| | - Dennis A Hesselink
- d Department of Internal Medicine , Erasmus MC, University Medical Center Rotterdam , Rotterdam , The Netherlands
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Maldonado AQ, Asempa T, Hudson S, Rebellato LM. Prevalence of CYP3A5
Genomic Variances and Their Impact on Tacrolimus Dosing Requirements among Kidney Transplant Recipients in Eastern North Carolina. Pharmacotherapy 2017; 37:1081-1088. [DOI: 10.1002/phar.1970] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Affiliation(s)
- Angela Q. Maldonado
- Department of Transplant Surgery; Vidant Medical Center; Greenville North Carolina
| | - Tomefa Asempa
- Department of Pharmacy; Vidant Medical Center; Greenville North Carolina
| | - Suzanne Hudson
- Department of Biostatistics; East Carolina University; Greenville North Carolina
| | - Lorita M. Rebellato
- Department of Pathology & Laboratory Medicine; The Brody School of Medicine at East Carolina University; Greenville North Carolina
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