1
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Golsanamlu Z, Soleymani J, Gharekhani A, Jouyban A. Two-photon fluorescence probe for quantification of cyclosporine. Mikrochim Acta 2023; 190:266. [PMID: 37338626 DOI: 10.1007/s00604-023-05852-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Accepted: 05/28/2023] [Indexed: 06/21/2023]
Abstract
A novel ratiometric fluorescent sensor was fabricated for the fast and facile determination of cyclosporine A (CsA). Due to the narrow therapeutic index of CsA, its desired therapeutic effects are evident within a limited range of blood concentration, indicating the fundamental role of therapeutic drug monitoring in CsA pharmacological response. In this study, a two-photon fluorescence probe based on the zeolitic imidazolate framework (ZIF-8) and norepinephrine-capped silver nanoparticles (AgNPs@NE) was employed for the quantification of the CsA in human plasma samples. In the presence of CsA, the fluorescent emission intensity of ZIF-8-AgNPs@NE was quenched. Under the optimum conditions, the proposed probe determines CsA in plasma samples in two linear ranges of 0.01 to 0.5 μg mL-1 and 0.5 to 10 μg mL-1. The developed probe demonstrates the advantages of a facile and fast platform with limit of detection as low as 0.007 μg mL-1. At last, this method was applied to find CsA concentration in four patients receiving oral CsA regimen which indicates it as a promising method for on-site detection applications.
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Affiliation(s)
- Zahra Golsanamlu
- Pharmaceutical Analysis Research Center and Faculty of Pharmacy, Tabriz University of Medical Sciences, Tabriz, 51656-65811, Iran
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, Tabriz University of Medical Sciences, Tabriz, 51664-14766, Iran
| | - Jafar Soleymani
- Pharmaceutical Analysis Research Center and Faculty of Pharmacy, Tabriz University of Medical Sciences, Tabriz, 51656-65811, Iran.
| | - Afshin Gharekhani
- Department of Clinical Pharmacy (Pharmacotherapy), Faculty of Pharmacy, Sina Hospital, Tabriz University of Medical Sciences, Tabriz, 51636-39889, Iran
| | - Abolghasem Jouyban
- Pharmaceutical Analysis Research Center and Faculty of Pharmacy, Tabriz University of Medical Sciences, Tabriz, 51656-65811, Iran
- Pharmaceutical Sciences Research Center, Shahid Beheshti University of Medical Sciences, Tehran, 19857-17443, Iran
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2
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Abdel-Mottaleb MMA, Boi L, Barra M, Colin J, Berni L, Béduneau A, Moulari B, Pellequer Y. Lipoproteins as Drug Carriers for Cyclosporine A: Optimization of the Entrapment. MATERIALS (BASEL, SWITZERLAND) 2023; 16:1156. [PMID: 36770166 PMCID: PMC9918909 DOI: 10.3390/ma16031156] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Revised: 01/12/2023] [Accepted: 01/17/2023] [Indexed: 06/18/2023]
Abstract
Lipoproteins are natural nanostructures responsible for the transport of cholesterol and other lipids in the blood. They are characterized by having a lipophilic core surrounded by an amphiphilic shell composed of phospholipids, cholesterol and one or more apolipoproteins. Being endogenous carriers makes them suitable for drug delivery purposes. Here, we investigate the effect of lipoproteins' intricate composition on the entrapment efficiency of a model drug "Cyclosporine A" into the different types of lipoproteins, namely, HDL, LDL and VLDL. It was observed that the protein content of the lipoproteins had the highest effect on the entrapment of the drug with a correlation coefficient of 0.80, 0.81 and 0.96 for HDL, LDL and VLDL respectively. This was even confirmed by the effect of plasma on the association rate of lipoproteins and the drug. The second effective factor is the cholesterol concentration, while triglycerides and phospholipids had a negligible effect.
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Affiliation(s)
| | - Lorenza Boi
- Department of Drug Science and Technology, University of Turin, 10125 Turin, Italy
- PEPITE EA4267, Labex LipSTIC (ANR-11-LABX-0021), Université Franche-Comté, F-25000 Besançon, France
| | - Marina Barra
- Department of Drug Science and Technology, University of Turin, 10125 Turin, Italy
- PEPITE EA4267, Labex LipSTIC (ANR-11-LABX-0021), Université Franche-Comté, F-25000 Besançon, France
| | - Julie Colin
- PEPITE EA4267, Labex LipSTIC (ANR-11-LABX-0021), Université Franche-Comté, F-25000 Besançon, France
| | - Luisa Berni
- Department of Drug Science and Technology, University of Turin, 10125 Turin, Italy
- PEPITE EA4267, Labex LipSTIC (ANR-11-LABX-0021), Université Franche-Comté, F-25000 Besançon, France
| | - Arnaud Béduneau
- PEPITE EA4267, Labex LipSTIC (ANR-11-LABX-0021), Université Franche-Comté, F-25000 Besançon, France
| | - Brice Moulari
- PEPITE EA4267, Labex LipSTIC (ANR-11-LABX-0021), Université Franche-Comté, F-25000 Besançon, France
| | - Yann Pellequer
- PEPITE EA4267, Labex LipSTIC (ANR-11-LABX-0021), Université Franche-Comté, F-25000 Besançon, France
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3
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Song L, Huang CR, Pan SZ, Zhu JG, Cheng ZQ, Yu X, Xue L, Xia F, Zhang JY, Wu DP, Miao LY. A model based on machine learning for the prediction of cyclosporin A trough concentration in Chinese allo-HSCT patients. Expert Rev Clin Pharmacol 2023; 16:83-91. [PMID: 36373407 DOI: 10.1080/17512433.2023.2142561] [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: 11/16/2022]
Abstract
BACKGROUND Cyclosporin A is a calcineurin inhibitor which has a narrow therapeutic window and high interindividual variability. Various population pharmacokinetic models have been reported; however, professional software and technical personnel were needed and the variables of the models were limited. Therefore, the aim of this study was to establish a model based on machine learning to predict CsA trough concentrations in Chinese allo-HSCT patients. METHODS A total of 7874 cases of CsA therapeutic drug monitoring data from 2069 allo-HSCT patients were retrospectively included. Sequential forward selection was used to select variable subsets, and eight different algorithms were applied to establish the prediction model. RESULTS XGBoost exhibited the highest prediction ability. Except for the variables that were identified by previous studies, some rarely reported variables were found, such as norethindrone, WBC, PAB, and hCRP. The prediction accuracy within ±30% of the actual trough concentration was above 0.80, and the predictive ability of the models was demonstrated to be effective in external validation. CONCLUSION In this study, models based on machine learning technology were established to predict CsA levels 3-4 days in advance during the early inpatient phase after HSCT. A new perspective for CsA clinical application is provided.
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Affiliation(s)
- Lin Song
- Department of Pharmacy, the First Affiliated Hospital of Soochow University, Suzhou, China.,College of Pharmaceutical Sciences, Soochow University, Suzhou, China
| | - Chen-Rong Huang
- Department of Pharmacy, the First Affiliated Hospital of Soochow University, Suzhou, China
| | - Shi-Zheng Pan
- Department of Pharmacy, the First Affiliated Hospital of Soochow University, Suzhou, China.,College of Pharmaceutical Sciences, Soochow University, Suzhou, China
| | - Jian-Guo Zhu
- Department of Pharmacy, the First Affiliated Hospital of Soochow University, Suzhou, China
| | - Zong-Qi Cheng
- Department of Pharmacy, the First Affiliated Hospital of Soochow University, Suzhou, China
| | - Xun Yu
- Department of Pharmacy, the First Affiliated Hospital of Soochow University, Suzhou, China
| | - Ling Xue
- Department of Pharmacy, the First Affiliated Hospital of Soochow University, Suzhou, China
| | - Fan Xia
- Department of Pharmacy, the First Affiliated Hospital of Soochow University, Suzhou, China
| | | | - De-Pei Wu
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Li-Yan Miao
- Department of Pharmacy, the First Affiliated Hospital of Soochow University, Suzhou, China.,College of Pharmaceutical Sciences, Soochow University, Suzhou, China.,National Clinical Research Center for Hematologic Diseases, The First Affiliated Hospital of Soochow University, Suzhou, China
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4
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Comparison of liquid-liquid extraction, microextraction and ultrafiltration for measuring free concentrations of testosterone and phenytoin. Bioanalysis 2022; 14:195-204. [PMID: 35034505 PMCID: PMC8830356 DOI: 10.4155/bio-2021-0249] [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: 02/03/2023] Open
Abstract
Aim: The purpose of the study was to find methods suitable for measuring the free concentrations of testosterone and phenytoin. Materials & methods: Sample solutions of the compounds in buffer and human albumin were processed using liquid-liquid extraction, microextraction and ultrafiltration and analyzed by LC-MS/MS. Results: Liquid-liquid extraction with dibutyl phthalate provided complete extraction from buffer solutions and partial extraction from albumin samples. Spintip C18 devices provided exhaustive extraction from buffer and albumin samples. Spintip C8 devices offered complete extraction from buffer and approximately 50% recovery from albumin samples. Centrifree ultrafiltration devices showed high recovery of free concentrations from all the samples, while Amicon and Nanosep devices provided partial recovery. Conclusion: Spintip C8 and Centrifree devices proved useful for measuring free concentrations.
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5
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Terada T, Kanou M, Hashimoto Y, Tanimoto M, Sugimoto M. Microfluidic Preparation of Nanoparticles Using Poly(ethylene Glycol)-distearoylphosphatidylethanolamine for Solubilizing Poorly Soluble Drugs. J Pharm Sci 2021; 111:1709-1718. [PMID: 34863973 DOI: 10.1016/j.xphs.2021.11.021] [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: 10/06/2021] [Revised: 11/24/2021] [Accepted: 11/26/2021] [Indexed: 10/19/2022]
Abstract
Microfluidic systems have shown promise for the production of nanoparticles from mixtures of aqueous and organic solutions, including liposomes, oil-in-water nanoemulsions, and lipid nanoparticles. They offer important practical advantages, including low reagent consumption, parallelization, and automation, and are ideally suited to high-throughput optimization and scale-up. In this study, we developed a new method for the formulation of nanoparticles of poorly soluble drug compounds. The nanoparticles, prepared by microfluidic mixing using only poly(ethylene glycol)-distearoylphosphatidylethanolamine (PEG-DSPE), were highly stable and uniform in size. By mixing an organic solution of poorly soluble cyclosporine A and PEG-DSPE with water in the microfluidic device, amorphous cyclosporine A nanoparticles (CsA-NPs), with an encapsulation efficiency of approximately 90% and a particle size of 100-200 nm, were obtained. Analysis of the microfluidic process parameters revealed that particle size distribution was significantly controlled by the flow rate ratio. The obtained CsA-NPs were stable for up to 150 days at room temperature, and the pharmacokinetic profile was similar to that of the commercial formulation containing Cremophor EL, which has been reported to induce serious adverse effects after intravenous administration. These findings provide a useful technical platform for the safe solubilization of poorly soluble compounds and their subsequent pharmaceutical development.
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Affiliation(s)
- Takeshi Terada
- Pharmaceutical Research Department, Mitsubishi Tanabe Pharma Corporation, 3-16-89, Kashima, Yodogawa-ku, Osaka-shi, Osaka, 532-8505, Japan..
| | - Masahito Kanou
- Pharmaceutical Research Department, Mitsubishi Tanabe Pharma Corporation, 3-16-89, Kashima, Yodogawa-ku, Osaka-shi, Osaka, 532-8505, Japan
| | - Yousuke Hashimoto
- Pharmaceutical Research Department, Mitsubishi Tanabe Pharma Corporation, 3-16-89, Kashima, Yodogawa-ku, Osaka-shi, Osaka, 532-8505, Japan
| | - Masahiko Tanimoto
- Pharmaceutical Research Department, Mitsubishi Tanabe Pharma Corporation, 3-16-89, Kashima, Yodogawa-ku, Osaka-shi, Osaka, 532-8505, Japan
| | - Masaaki Sugimoto
- Pharmaceutical Research Department, Mitsubishi Tanabe Pharma Corporation, 3-16-89, Kashima, Yodogawa-ku, Osaka-shi, Osaka, 532-8505, Japan
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6
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Mao J, Qiu X, Qin W, Xu L, Zhang M, Zhong M. Factors Affecting Time-Varying Clearance of Cyclosporine in Adult Renal Transplant Recipients: A Population Pharmacokinetic Perspective. Pharm Res 2021; 38:1873-1887. [PMID: 34750720 DOI: 10.1007/s11095-021-03114-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2021] [Accepted: 09/20/2021] [Indexed: 11/27/2022]
Abstract
AIM The pharmacokinetic (PK) properties of cyclosporine (CsA) in renal transplant recipients are patient- and time-dependent. Knowledge of this time-related variability is necessary to maintain or achieve CsA target exposure. Here, we aimed to identify factors explaining variabilities in CsA PK properties and characterize time-varying clearance (CL/F) by performing a comprehensive analysis of CsA PK factors using population PK (popPK) modeling of long-term follow-up data from our institution. METHODS In total, 3674 whole-blood CsA concentrations from 183 patients who underwent initial renal transplantation were analyzed using nonlinear mixed-effects modeling. The effects of potential covariates were selected according to a previous study and well-accepted theoretical mechanisms. Model-informed individualized therapeutic regimens were also evaluated. RESULTS A two-compartment model adequately described the data and the estimated mean CsA CL/F was 32.6 L h-1 (relative standard error: 5%). Allometrically scaled body size, hematocrit (HCT) level, CGC haplotype carrier status, and postoperative time may contribute to CsA PK variability. The CsA bioavailability in patients receiving a prednisolone dose (PD) of 80 mg was 20.6% lower than that in patients receiving 20 mg. A significant decrease (52.6%) in CL/F was observed as the HCT increased from 10.5% to 60.5%. The CL/F of the non-CGC haplotype carrier was 14.4% lower than that of the CGC haplotype carrier at 3 months post operation. CONCLUSIONS By monitoring body size, HCT, PD, and CGC haplotype, changes in CsA CL/F over time could be predicted. Such information could be used to optimize CsA therapy. CsA dose adjustments should be considered in different postoperative periods.
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Affiliation(s)
- Junjun Mao
- Department of Pharmacy, Huashan Hospital, Fudan University, 12 Middle Urumqi Road, Shanghai, 200040, China
| | - Xiaoyan Qiu
- Department of Pharmacy, Huashan Hospital, Fudan University, 12 Middle Urumqi Road, Shanghai, 200040, China.
| | - Weiwei Qin
- Department of Pharmacy, Huashan Hospital, Fudan University, 12 Middle Urumqi Road, Shanghai, 200040, China.
| | - Luyang Xu
- Department of Pharmacy, Huashan Hospital, Fudan University, 12 Middle Urumqi Road, Shanghai, 200040, China
| | - Ming Zhang
- Department of Nephrology, Huashan Hospital, Fudan University, 12 Middle Urumqi Road, Shanghai, 200040, China
| | - Mingkang Zhong
- Department of Pharmacy, Huashan Hospital, Fudan University, 12 Middle Urumqi Road, Shanghai, 200040, China
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7
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Zapke SE, Willmann S, Grebe SO, Menke K, Thürmann PA, Schmiedl S. Comparing Predictions of a PBPK Model for Cyclosporine With Drug Levels From Therapeutic Drug Monitoring. Front Pharmacol 2021; 12:630904. [PMID: 34054518 PMCID: PMC8161189 DOI: 10.3389/fphar.2021.630904] [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: 11/19/2020] [Accepted: 04/27/2021] [Indexed: 01/05/2023] Open
Abstract
This study compared simulations of a physiologically based pharmacokinetic (PBPK) model implemented for cyclosporine with drug levels from therapeutic drug monitoring to evaluate the predictive performance of a PBPK model in a clinical population. Based on a literature search model parameters were determined. After calibrating the model using the pharmacokinetic profiles of healthy volunteers, 356 cyclosporine trough levels of 32 renal transplant outpatients were predicted based on their biometric parameters. Model performance was assessed by calculating absolute and relative deviations of predicted and observed trough levels. The median absolute deviation was 6 ng/ml (interquartile range: 30 to 31 ng/ml, minimum = -379 ng/ml, maximum = 139 ng/ml). 86% of predicted cyclosporine trough levels deviated less than twofold from observed values. The high intra-individual variability of observed cyclosporine levels was not fully covered by the PBPK model. Perspectively, consideration of clinical and additional patient-related factors may improve the model's performance. In summary, the current study has shown that PBPK modeling may offer valuable contributions for pharmacokinetic research in clinical drug therapy.
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Affiliation(s)
- Sonja E Zapke
- Department of Clinical Pharmacology, School of Medicine, Faculty of Health, Witten/Herdecke University, Witten, Germany
| | - Stefan Willmann
- Bayer AG, Research and Development, Clinical Pharmacometrics, Wuppertal, Germany
| | - Scott-Oliver Grebe
- Medical Clinic 1, Division of Nephrology, Helios University Hospital Wuppertal, Wuppertal, Germany
| | - Kristin Menke
- Bayer AG, Research and Development, Systems Pharmacology and Medicine I, Leverkusen, Germany
| | - Petra A Thürmann
- Department of Clinical Pharmacology, School of Medicine, Faculty of Health, Witten/Herdecke University, Witten, Germany.,Philipp Klee-Institute for Clinical Pharmacology, Helios University Hospital Wuppertal, Wuppertal, Germany
| | - Sven Schmiedl
- Department of Clinical Pharmacology, School of Medicine, Faculty of Health, Witten/Herdecke University, Witten, Germany.,Philipp Klee-Institute for Clinical Pharmacology, Helios University Hospital Wuppertal, Wuppertal, Germany
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8
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Ram E, Klempfner R, Peled A, Kassif Y, Sternik L, Lavee J, Peled Y. Weight gain post-heart transplantation is associated with an increased risk for allograft vasculopathy and rejection. Clin Transplant 2020; 35:e14187. [PMID: 33314309 DOI: 10.1111/ctr.14187] [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] [Received: 10/07/2020] [Revised: 11/24/2020] [Accepted: 12/07/2020] [Indexed: 11/30/2022]
Abstract
OBJECTIVE Obesity and overweight are associated with an increased risk for cardiovascular disease. Since fat mass (FM) and fat-free mass (FFM) both contribute to total body weight (TBW), we characterized the post-heart transplantation (HT) change in TBW and its implications for outcomes. METHODS Post-HT changes in TBW, FM, and FFM were reviewed for 211 HT patients assessed during 1997-2017. Endpoints included cardiac allograft vasculopathy (CAV) and rejection. RESULTS Median TBW increased by 7.3% at 1 year, with a significant rise in the obese category (28% vs. 13%, p < 0.001) and with FM versus FFM making the main contribution (23% vs. 3%, p < 0.001). When patients were divided according to median TBW change ("high" vs. "low"), Kaplan-Meier analysis showed that 10-year freedom from CAV (log-rank p < 0.005) and rejection (log-rank p < 0.01) was significantly higher for the "low" TBW change group. Consistently, multivariable analyses showed that the "high" group was independently associated with significant 3.5-fold and 4.2-fold increased risks for CAV (95% CI 1.4-8.7, p = 0.01) and rejection (95% CI 1.2-15.4, p = 0.03), respectively. CONCLUSIONS Weight gain, contributed mostly by FM, is independently associated with an increased risk for CAV and rejection. Follow-up emphasis should be placed on weight gain and preventative measures.
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Affiliation(s)
- Eilon Ram
- Heart Transplantation Unit, Leviev Cardiothoracic and Vascular Center, Sheba Medical Center, Tel Hashomer, Israel.,Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Robert Klempfner
- Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel.,Israeli Association for Cardiovascular Trials, Ramat Gan, Israel
| | - Amir Peled
- Clalit Health Services, Central Region, Israel
| | - Yigal Kassif
- Heart Transplantation Unit, Leviev Cardiothoracic and Vascular Center, Sheba Medical Center, Tel Hashomer, Israel.,Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Leonid Sternik
- Heart Transplantation Unit, Leviev Cardiothoracic and Vascular Center, Sheba Medical Center, Tel Hashomer, Israel.,Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Jacob Lavee
- Heart Transplantation Unit, Leviev Cardiothoracic and Vascular Center, Sheba Medical Center, Tel Hashomer, Israel.,Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Yael Peled
- Heart Transplantation Unit, Leviev Cardiothoracic and Vascular Center, Sheba Medical Center, Tel Hashomer, Israel.,Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
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9
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Weber S, Tombelli S, Giannetti A, Trono C, O'Connell M, Wen M, Descalzo AB, Bittersohl H, Bietenbeck A, Marquet P, Renders L, Orellana G, Baldini F, Luppa PB. Immunosuppressant quantification in intravenous microdialysate - towards novel quasi-continuous therapeutic drug monitoring in transplanted patients. Clin Chem Lab Med 2020; 59:935-945. [PMID: 33554521 DOI: 10.1515/cclm-2020-1542] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2020] [Accepted: 12/06/2020] [Indexed: 11/15/2022]
Abstract
OBJECTIVES Therapeutic drug monitoring (TDM) plays a crucial role in personalized medicine. It helps clinicians to tailor drug dosage for optimized therapy through understanding the underlying complex pharmacokinetics and pharmacodynamics. Conventional, non-continuous TDM fails to provide real-time information, which is particularly important for the initial phase of immunosuppressant therapy, e.g., with cyclosporine (CsA) and mycophenolic acid (MPA). METHODS We analyzed the time course over 8 h of total and free of immunosuppressive drug (CsA and MPA) concentrations measured by liquid chromatography-tandem mass spectrometry (LC-MS/MS) in 16 kidney transplant patients. Besides repeated blood sampling, intravenous microdialysis was used for continuous sampling. Free drug concentrations were determined from ultracentrifuged EDTA-plasma (UC) and compared with the drug concentrations in the respective microdialysate (µD). µDs were additionally analyzed for free CsA using a novel immunosensor chip integrated into a fluorescence detection platform. The potential of microdialysis coupled with an optical immunosensor for the TDM of immunosuppressants was assessed. RESULTS Using LC-MS/MS, the free concentrations of CsA (fCsA) and MPA (fMPA) were detectable and the time courses of total and free CsA comparable. fCsA and fMPA and area-under-the-curves (AUCs) in µDs correlated well with those determined in UCs (r≥0.79 and r≥0.88, respectively). Moreover, fCsA in µDs measured with the immunosensor correlated clearly with those determined by LC-MS/MS (r=0.82). CONCLUSIONS The new microdialysis-supported immunosensor allows real-time analysis of immunosuppressants and tailor-made dosing according to the AUC concept. It readily lends itself to future applications as minimally invasive and continuous near-patient TDM.
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Affiliation(s)
- Susanne Weber
- Institute of Clinical Chemistry and Pathobiochemistry, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Sara Tombelli
- Institute of Applied Physics "Nello Carrara", National Research Council, Sesto Fiorentino (FI), Italy
| | - Ambra Giannetti
- Institute of Applied Physics "Nello Carrara", National Research Council, Sesto Fiorentino (FI), Italy
| | - Cosimo Trono
- Institute of Applied Physics "Nello Carrara", National Research Council, Sesto Fiorentino (FI), Italy
| | | | - Ming Wen
- Department of Nephrology, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Ana B Descalzo
- Department of Organic Chemistry, Universidad Complutense de Madrid, Madrid, Spain
| | - Heike Bittersohl
- Institute of Clinical Chemistry and Pathobiochemistry, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Andreas Bietenbeck
- Institute of Clinical Chemistry and Pathobiochemistry, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Pierre Marquet
- U1248 IPPRITT, INSERM, University of Limoges, Limoges, CHU Limoges, France
| | - Lutz Renders
- Department of Nephrology, Klinikum rechts der Isar, Technische Universität München, Munich, Germany.,German Centre for Infection Research (DZIF), Munich, Germany
| | - Guillermo Orellana
- Department of Organic Chemistry, Universidad Complutense de Madrid, Madrid, Spain
| | - Francesco Baldini
- Institute of Applied Physics "Nello Carrara", National Research Council, Sesto Fiorentino (FI), Italy
| | - Peter B Luppa
- Institute of Clinical Chemistry and Pathobiochemistry, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
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10
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Cibotaru D, Celestin MN, Kane MP, Musteata FM. Method for Simultaneous Determination of Free Concentration, Total Concentration, and Plasma Binding Capacity in Clinical Samples. J Pharm Sci 2020; 110:1401-1411. [PMID: 33307041 DOI: 10.1016/j.xphs.2020.12.001] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2020] [Revised: 12/01/2020] [Accepted: 12/02/2020] [Indexed: 10/22/2022]
Abstract
Most quantitative research methods are based on measuring either the total or the free concentration of an analyte in a sample. However, this is often insufficient for the study of complex biological systems. The main objective of this research was to develop new methods for providing more information from samples: the free concentration (Cf), the total concentration (Ct), and the plasma binding capacity (PBC). Samples were processed using microextraction and ultrafiltration. For each of these techniques, two quantification procedures were used: addition of isotopically labeled standard and repeated analysis of the same sample. The new methods were validated by analyzing clinical samples and samples with known concentrations. Methods based on addition of labeled compound were found to be the fastest, and most reproducible. For analysis of clinical samples, methods based on microextraction were more sensitive and more accurate than those based on ultrafiltration. For analysis of pooled plasma samples, the overall accuracy of all approaches to determine PBC, testosterone Cf, and testosterone Ct was between 94 and 109%, 87-113%, and 94-122% respectively. The new approach goes beyond a simple concentration measurement, giving more information from clinical samples, with great potential for personalizing drug dosage and therapy to the needs of individual patients.
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Affiliation(s)
- Dorina Cibotaru
- Albany College of Pharmacy and Health Sciences, Department of Pharmaceutical Sciences, 106 New Scotland Avenue, Albany, NY 12208, USA
| | - Marie N Celestin
- Albany College of Pharmacy and Health Sciences, Department of Pharmacy Practice, 106 New Scotland Avenue, Albany, NY 12208, USA
| | - Michael P Kane
- Albany College of Pharmacy and Health Sciences, Department of Pharmacy Practice, 106 New Scotland Avenue, Albany, NY 12208, USA
| | - Florin M Musteata
- Albany College of Pharmacy and Health Sciences, Department of Pharmaceutical Sciences, 106 New Scotland Avenue, Albany, NY 12208, USA.
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11
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Mao J, Jiao Z, Qiu X, Zhang M, Zhong M. Incorporating nonlinear kinetics to improve predictive performance of population pharmacokinetic models for ciclosporin in adult renal transplant recipients: A comparison of modelling strategies. Eur J Pharm Sci 2020; 153:105471. [PMID: 32682934 DOI: 10.1016/j.ejps.2020.105471] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Revised: 06/18/2020] [Accepted: 07/15/2020] [Indexed: 10/23/2022]
Abstract
BACKGROUND Ciclosporin has been shown to follow nonlinear pharmacokinetics (PK) in renal transplant recipients who received ciclosporin (NeoralⓇ, Novartis)-based triple immunosuppressive therapy. Some of these nonlinear properties have not been fully considered in population PK (popPK) analysis. Therefore, the aim of this study was to determine the potential influence of nonlinearity and the functional forms of covariates on model predictability as well as to analyse multiple nonlinear factors in the in vivo process. METHODS A total of 2969 ciclosporin whole-blood measurements, including 1328 pre-dose and 1641 2-h post-dose concentrations, were collected from 173 patients who underwent their first renal transplantation. Four popPK models based on different modelling strategies were developed to investigate the discrepancy between empirical and theory-based, linear and nonlinear compartmental kinetic models and empirical formulae on model predictability. Prediction and simulation-based diagnostics (prediction-corrected visual predictive checks) were performed to determine the stability and predictive performance of these four models. RESULTS Model predictability improved when nonlinearity was considered. The theory-based nonlinear model which incorporated nonlinear property based on known theoretical relationships performed better than the other two compartmental models. The nonlinear Michaelis-Menten model showed a remarkable improvement in predictive performance compared to the other three compartmental models. The saturated binding of ciclosporin to erythrocytes, auto-inhibition induced by the inhibitory effects of ciclosporin on cytochrome P450 3A4/P-glycoprotein may have contributed to the nonlinearity. Ciclosporin-prednisolone drug interaction should be given serious consideration in clinical settings. CONCLUSIONS Incorporation of nonlinear properties is likely to be a promising approach for improving ciclosporin model predictability. Theory-based modelling is helpful to improve model predictability. However, ciclosporin nonlinear kinetics resources need further investigation.
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Affiliation(s)
- Junjun Mao
- Department of Pharmacy, Huashan Hospital, Fudan University, 12 Middle Urumqi Road, Shanghai 200040, China
| | - Zheng Jiao
- Department of Pharmacy, Huashan Hospital, Fudan University, 12 Middle Urumqi Road, Shanghai 200040, China; Department of Pharmacy, Shanghai Chest Hospital, Shanghai Jiao Tong University, 241 West Huaihai Road, Shanghai 200030, China.
| | - Xiaoyan Qiu
- Department of Pharmacy, Huashan Hospital, Fudan University, 12 Middle Urumqi Road, Shanghai 200040, China
| | - Ming Zhang
- Department of Nephropathy, Huashan Hospital, Fudan University, 12 Middle Urumqi Road, Shanghai 200040, China
| | - Mingkang Zhong
- Department of Pharmacy, Huashan Hospital, Fudan University, 12 Middle Urumqi Road, Shanghai 200040, China
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12
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Bennani Rtel M, Ternant D, Büchler M, El Hassouni M, Khabbal Y, Achour S, Sqalli T. Food and lipid intake alters the pharmacokinetics of cyclosporine in kidney transplants. Fundam Clin Pharmacol 2020; 35:446-454. [PMID: 32734681 DOI: 10.1111/fcp.12591] [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: 05/21/2020] [Revised: 07/10/2020] [Accepted: 07/23/2020] [Indexed: 11/28/2022]
Abstract
Prevention of kidney graft rejection with cyclosporine leads to a large interindividual pharmacokinetic variability. However, food intake is likely to alter cyclosporine pharmacokinetics, and therefore its efficacy. The aim of our study was to evaluate the influence of food and lipid intake on cyclosporine pharmacokinetics. Twenty-four kidney grafted patients treated with Neoral® were included in this prospective monocentric study. In all patients, the pharmacokinetics of cyclosporine was evaluated in two occasions, after meal ('feed') and without meal ('fasting'). At each occasion, blood samples were collected at trough, and 0.5, 1, 2, 3, and 4 h after administration. Cyclosporine pharmacokinetics was described using a Bayesian pharmacokinetic model including two-compartments with first-order transfer and elimination rate constants, and a gamma absorption model. Influence of meal or olive oil, very common in Morocco, was tested as covariates on interoccasion variability parameters. Cyclosporine concentration-time data were satisfactorily described using the Bayesian pharmacokinetic model. Food intake significantly increased volume of distribution and decreased elimination of cyclosporine. The influence of oil intake explained a large part of this effect, suggesting that lipid intake was the main factor of pharmacokinetic variability due to food. This intake resulted in a decrease in area under the concentration curve between two administrations of 14.6%. Food, and especially lipid intake is likely to decrease the exposure to cyclosporine and may therefore lead to a decrease in treatment efficacy. Therefore, to ensure optimal immunosuppression in time, meal composition should remain as steady as possible.
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Affiliation(s)
- Meriame Bennani Rtel
- Laboratoire de Biotechnologie, Environnement, Agroalimentaire et Santé, Faculté Des Sciences Dhar El Mahraz, Université Sidi Mohammed Ben Abdellah, Fès, Morocco.,Laboratoire de Pharmaco-Toxicologie, CHU Hassan II, Fès, Morocco.,Equipe Science des Médicaments, Centre de Recherche Biomédicale et Translationnelle, Faculté de Médecine Agadir, Fès, Morocco
| | - David Ternant
- EA7501, Université de Tours, Tours, France.,Laboratoire de Pharmacologie-Toxicologie, CHRU de Tours, Tours, France
| | - Matthias Büchler
- EA 3738 T2I, Université de Tours, Tours, France.,Service de Néphrologie, CHRU de Tours, Tours, France
| | - Mohammed El Hassouni
- Laboratoire de Biotechnologie, Environnement, Agroalimentaire et Santé, Faculté Des Sciences Dhar El Mahraz, Université Sidi Mohammed Ben Abdellah, Fès, Morocco
| | - Youssef Khabbal
- Equipe Science des Médicaments, Centre de Recherche Biomédicale et Translationnelle, Faculté de Médecine Agadir, Fès, Morocco
| | - Sanae Achour
- Laboratoire de Pharmaco-Toxicologie, CHU Hassan II, Fès, Morocco.,Equipe Science des Médicaments, Centre de Recherche Biomédicale et Translationnelle, Faculté de Médecine Agadir, Fès, Morocco
| | - Tarik Sqalli
- Service de Néphrologie, CHU Hassan II, Fès, Morocco
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Multicenter-Based Population Pharmacokinetic Analysis of Ciclosporin in Hematopoietic Stem Cell Transplantation Patients. Pharm Res 2019; 37:15. [PMID: 31873806 DOI: 10.1007/s11095-019-2740-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2019] [Accepted: 11/25/2019] [Indexed: 12/13/2022]
Abstract
PURPOSE To explore the contribution of physiological characteristics to variability in ciclosporin pharmacokinetics in hematopoietic stem cell transplantation patients. METHODS Clinical data from 563 patients were collected from centers in three regions. Ciclosporin concentrations were measured using immunoassays. The patients' demographics, hematological and biological indicators, coadministered drugs, region, and disease diagnosis were recorded from medical records. Data analysis was performed using NONMEM based on a one-compartment model to describe the pharmacokinetics of ciclosporin. The reliability and stability of the final model were evaluated using bootstrap resampling, goodness-of-fit plots, and prediction-corrected visual predictive checks. RESULTS The population estimate of the clearance (CL) was 30.4 L/h, the volume of distribution (V) was 874.0 L and the bioavailability (F) was 81.1%. The between-subject variability in these parameters was 26.3, 68.0, and 110.8%, respectively. Coadministration of fluconazole, itraconazole, or voriconazole decreased CL by 17.6%, 28.4%, and 29.2%, respectively. Females' CL increased by approximately 12.0%. In addition, CL and V decreased with hematocrit, total protein, and uric acid increase, and CL also decreased with age and aspartate aminotransferase increase. However, CL increased with creatinine clearance increase. CONCLUSIONS A multicenter-based population pharmacokinetic model of ciclosporin was established. The pharmacokinetics of ciclosporin exhibited discrepancies among different regions.
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14
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Di Cocco P, Okoye O, Almario J, Benedetti E, Tzvetanov IG, Spaggiari M. Obesity in kidney transplantation. Transpl Int 2019; 33:581-589. [PMID: 31667905 DOI: 10.1111/tri.13547] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2019] [Revised: 09/03/2019] [Accepted: 10/28/2019] [Indexed: 12/14/2022]
Abstract
The prevalence of obesity among patients with chronic kidney disease continues to increase as a reflection of the trend observed in the general population. Factors affecting the access to the waiting list and the transplantability of this specific population will be analysed. From observational studies, kidney transplantation in obese patients carries an increased risk of surgical complications compared to the nonobese population; therefore, many centres have been reluctant to proceed with transplantation, despite this treatment modality confers a survival advantage over dialysis. As a consequence, obese patients continue to face decreased access to the waiting list, with a lower likelihood of being transplanted and higher waiting times when compared to the nonobese candidates. In this review will be described the current strategies for treatment of obesity in different settings (pretransplant, at transplant and post-transplant). Obesity represents a risk factor for surgical complications but not a contraindication for kidney transplantation; outcomes could be greatly improved with its multidisciplinary and multimodal treatment. The modern technology with minimally invasive techniques, mainly using robotic platform, allows a reduction in the surgical complications rate, with graft and patient survival rates comparable to the nonobese counterpart.
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Affiliation(s)
- Pierpaolo Di Cocco
- Division of Transplantation, Department of Surgery, University of Illinois at Chicago, Chicago, IL, USA
| | - Obi Okoye
- Division of Transplantation, Department of Surgery, University of Illinois at Chicago, Chicago, IL, USA
| | - Jorge Almario
- Division of Transplantation, Department of Surgery, University of Illinois at Chicago, Chicago, IL, USA
| | - Enrico Benedetti
- Division of Transplantation, Department of Surgery, University of Illinois at Chicago, Chicago, IL, USA
| | - Ivo G Tzvetanov
- Division of Transplantation, Department of Surgery, University of Illinois at Chicago, Chicago, IL, USA
| | - Mario Spaggiari
- Division of Transplantation, Department of Surgery, University of Illinois at Chicago, Chicago, IL, USA
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15
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Mao JJ, Jiao Z, Yun HY, Zhao CY, Chen HC, Qiu XY, Zhong MK. External evaluation of population pharmacokinetic models for ciclosporin in adult renal transplant recipients. Br J Clin Pharmacol 2017; 84:153-171. [PMID: 28891596 DOI: 10.1111/bcp.13431] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2017] [Revised: 08/08/2017] [Accepted: 09/01/2017] [Indexed: 02/03/2023] Open
Abstract
AIMS Several population pharmacokinetic (popPK) models for ciclosporin (CsA) in adult renal transplant recipients have been constructed to optimize the therapeutic regimen of CsA. However, little is known about their predictabilities when extrapolated to different clinical centres. Therefore, this study aimed to externally evaluate the predictive ability of CsA popPK models and determine the potential influencing factors. METHODS A literature search was conducted and the predictive performance was determined for each selected model using an independent data set of 62 patients (471 predose and 500 2-h postdose concentrations) from our hospital. Prediction-based diagnostics and simulation-based normalized prediction distribution error were used to evaluate model predictability. The influence of prior information was assessed using Bayesian forecasting. Additionally, potential factors influencing model predictability were investigated. RESULTS Seventeen models extracted from 17 published popPK studies were assessed. Prediction-based diagnostics showed that ethnicity potentially influenced model transferability. Simulation-based normalized prediction distribution error analyses indicated misspecification in most of the models, especially regarding variance. Bayesian forecasting demonstrated that the predictive performance of the models substantially improved with 2-3 prior observations. The predictability of nonlinear Michaelis-Menten models was superior to that of linear compartmental models when evaluating the impact of structural models, indicating the underlying nonlinear kinetics of CsA. Structural model, ethnicity, covariates and prior observations potentially affected model predictability. CONCLUSIONS Structural model is the predominant factor influencing model predictability. Incorporation of nonlinear kinetics in CsA popPK modelling should be considered. Moreover, Bayesian forecasting substantially improved model predictability.
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Affiliation(s)
- Jun-Jun Mao
- Department of Pharmacy, Huashan Hospital, Fudan University, Shanghai, China
| | - Zheng Jiao
- Department of Pharmacy, Huashan Hospital, Fudan University, Shanghai, China
| | - Hwi-Yeol Yun
- College of Pharmacy, Chungnam National University, Daejeon, South Korea
| | - Chen-Yan Zhao
- Department of Pharmacy, Huashan Hospital, Fudan University, Shanghai, China
| | - Han-Chao Chen
- Department of Pharmacy, Huashan Hospital, Fudan University, Shanghai, China
| | - Xiao-Yan Qiu
- Department of Pharmacy, Huashan Hospital, Fudan University, Shanghai, China
| | - Ming-Kang Zhong
- Department of Pharmacy, Huashan Hospital, Fudan University, Shanghai, China
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Simultaneous Determination of Protein-Unbound Cyclosporine A and Mycophenolic Acid in Kidney Transplant Patients Using Liquid Chromatography–Tandem Mass Spectrometry. Ther Drug Monit 2017; 39:211-219. [DOI: 10.1097/ftd.0000000000000392] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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17
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Aboujaoude S, Masri M, Rizk S, Chamat S, Farha J, Majzoub Z. Could Salivary Cyclosporine Dosage Replace the Whole Blood Cyclosporine Measurements in Renal Transplant Patients? J Int Soc Prev Community Dent 2017; 7:136-141. [PMID: 28584784 PMCID: PMC5452567 DOI: 10.4103/jispcd.jispcd_60_17] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2017] [Accepted: 03/30/2017] [Indexed: 11/06/2022] Open
Abstract
Background: Cyclosporin (CsA) has been extensively used as the immunosuppressant of choice in renal transplantation. Currently available approaches to assess CsA levels, both in serum and blood, fail to accurately reflect the concentration of the pharmacologically active drug fraction. Free CsA levels in biological fluids (blood or saliva) have been advocated to play an important role. Traditional salivary CsA monitoring tests are based on available archaic salivary techniques that are nonspecific and require large amounts of saliva. The aim of this study was to assess salivary CsA correlation using a novel and more accurate technique and to correlate with CsA levels in blood. Material and Methods: Patients provided blood samples of 2 ml and 2 ml of unstimulated saliva on the same day 2 h after the morning CsA dose (C2). Whole blood levels of CsA were determined using the monoclonal fluorescent polarization immunoassay (FPIA) kit. The FPIA kit was adapted to salivary testing by using a novel extraction method developed and patented under the name of Middle East Research Institute (MERI). Wilcoxon signed rank test compared the differences in blood and salivary CsA. Pearson's correlation coefficient assessed the linear association between blood and salivary CsA concentrations. All analyses were performed using IBM-SPSS version 23 (IBM Corp, Armonk, NY, USA). Results: No significant correlation was observed between blood and salivary CsA levels. Conclusion: Salivary CsA concentrations at C2 cannot adequately replace C2 blood levels as an indicator of CsA bioavailability despite improved performance of monoclonal FPIA and application of the MERI technique. More studies may be warranted to design more reliable and less invasive procedures for therapeutic drug monitoring.
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Affiliation(s)
- Samia Aboujaoude
- Department of Pediatric Dentistry, Faculty of Dental Medicine, Lebanese University, Hadat, Lebanon
| | - Marwan Masri
- Research Laboratory, Transmedical for Life, Lebanon
| | - Sylvana Rizk
- Research Laboratory, Transmedical for Life, Lebanon
| | - Souleima Chamat
- Department of Basic Sciences, Division of Immunology, Faculty of Medicine, Lebanese University, Hadat, Lebanon
| | - Jad Farha
- Medical Student, American University of Beirut, Beirut, Lebanon
| | - Zeina Majzoub
- Department of Periodontology and Research, Faculty of Dental Medicine, Lebanese University, Hadat, Lebanon
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18
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Affiliation(s)
- Albert J. Czaja
- Professor Emeritus of Medicine, Mayo Clinic College of Medicine, Rochester, MN, USA
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19
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Capron A, Haufroid V, Wallemacq P. Intra-cellular immunosuppressive drugs monitoring: A step forward towards better therapeutic efficacy after organ transplantation? Pharmacol Res 2016; 111:610-618. [PMID: 27468645 DOI: 10.1016/j.phrs.2016.07.027] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/17/2016] [Revised: 07/19/2016] [Accepted: 07/22/2016] [Indexed: 12/15/2022]
Abstract
Immunosuppressive drugs (IS) used in solid organ transplantation are critical dose drugs with high intra- and inter-subject variability. Therefore, IS therapeutic drug monitoring (TDM), mainly as trough levels analysis, is a major support to patient management, mandatory to optimize clinical outcome. Even though transplant patients undoubtedly benefited by this pre-dose (C0) monitoring, the relationship between these C0 concentrations and the incidence of graft rejections remains hardly predictable. Identification and validation of additional biomarkers of efficacy are therefore very much needed. As the main IS effects are mediated through the inhibition of lymphocyte proliferation pathways, direct drug quantification within this target compartment would appear meaningful, providing hopefully more consistent information on drug efficacy. Due to the analytical performances improvement, these intracellular concentrations became accessible for comprehensive studies regarding clinical benefit of intracellular IS TDM after solid organ transplantation. Over the last ten years, number of studies investigated the potential relationship between IS blood and intracellular pharmacokinetics, genetic variability, and clinical efficacy after solid organ transplantation. A recent literature review suggests that calcineurin inhibitors (tacrolimus and cyclosporine) intracellular concentrations appear more closely related to drug efficacy than blood levels. This closer association has however not been described for the m-TOR inhibitors (sirolimus, everolimus) and the antimetabolite (mycophenolic acid). Additional larger and multicenter clinical trials are needed to confirm these observations.
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Affiliation(s)
- A Capron
- Department of Clinical Chemistry, Cliniques universitaires Saint-Luc, Université catholique de Louvain, Brussels, Belgium; Louvain Center for Toxicology and Applied Pharmacology (LTAP), Institut de Recherche Expérimentale et Clinique (IREC), Université catholique de Louvain, Brussels, Belgium.
| | - V Haufroid
- Department of Clinical Chemistry, Cliniques universitaires Saint-Luc, Université catholique de Louvain, Brussels, Belgium; Louvain Center for Toxicology and Applied Pharmacology (LTAP), Institut de Recherche Expérimentale et Clinique (IREC), Université catholique de Louvain, Brussels, Belgium
| | - P Wallemacq
- Department of Clinical Chemistry, Cliniques universitaires Saint-Luc, Université catholique de Louvain, Brussels, Belgium; Louvain Center for Toxicology and Applied Pharmacology (LTAP), Institut de Recherche Expérimentale et Clinique (IREC), Université catholique de Louvain, Brussels, Belgium
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20
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Tran MH, Foster CE, Kalantar-Zadeh K, Ichii H. Kidney transplantation in obese patients. World J Transplant 2016; 6:135-143. [PMID: 27011911 PMCID: PMC4801789 DOI: 10.5500/wjt.v6.i1.135] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2015] [Revised: 10/25/2015] [Accepted: 12/18/2015] [Indexed: 02/05/2023] Open
Abstract
The World Health Organization estimated that in 2014, over 600 million people met criteria for obesity. In 2011, over 30% of individuals undergoing kidney transplant had a body mass index (BMI) 35 kg/m2 or greater. A number of recent studies have confirmed the relationship between overweight/obesity and important comorbidities in kidney transplant patients. As with non-transplant surgeries, the rate of wound and soft tissue complications are increased following transplant as is the incidence of delayed graft function. These two issues appear to contribute to longer length of stay compared to normal BMI. New onset diabetes after transplant and cardiac outcomes also appear to be increased in the obese population. The impact of obesity on patient survival after kidney transplantation remains controversial, but appears to mirror the impact of extremes of BMI in non-transplant populations. Early experience with (open and laparoscopic) Roux-en-Y gastric bypass and laparoscopic sleeve gastrectomy support excellent weight loss (in the range of 50%-60% excess weight lost at 1 year), but experts have recommended the need for further studies. Long term nutrient deficiencies remain a concern but in general, these procedures do not appear to adversely impact absorption of immunosuppressive medications. In this study, we review the literature to arrive at a better understanding of the risks related to renal transplantation among individuals with obesity.
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Vanhove T, Annaert P, Kuypers DRJ. Clinical determinants of calcineurin inhibitor disposition: a mechanistic review. Drug Metab Rev 2016; 48:88-112. [DOI: 10.3109/03602532.2016.1151037] [Citation(s) in RCA: 95] [Impact Index Per Article: 11.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
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22
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Alternative matrices for therapeutic drug monitoring of immunosuppressive agents using LC-MS/MS. Bioanalysis 2016; 7:1037-58. [PMID: 25966013 DOI: 10.4155/bio.15.35] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Immunosuppressive drugs used in solid organ transplants typically have narrow therapeutic windows and high intra- and intersubject variability. To ensure satisfactory exposure, therapeutic drug monitoring (TDM) plays a pivotal role in any successful posttransplant maintenance therapy. Currently, recommendations for optimum immunosuppressant concentrations are based on blood/plasma measurements. However, they introduce many disadvantages, including poor prediction of allograft survival and toxicity, a weak correlation with drug concentrations at the site of action and the invasive nature of the sample collection. Thus, alternative matrices have been investigated. This paper reviews tandem-mass spectrometry (LC-MS/MS) methods used for the quantification of immunosuppressant drugs utilizing nonconventional matrices, namely oral fluids, fingerprick blood and intracellular and intratissue sampling. The advantages, disadvantages and clinical application of such alternative mediums are discussed. Additionally, sample extraction techniques and basic chromatography information regarding these methods are presented in tabulated form.
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23
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Kieltyka K, McAuliffe B, Cianci C, Drexler DM, Shou W, Zhang J. Application of Cassette Ultracentrifugation Using Non-labeled Compounds and Liquid Chromatography-Tandem Mass Spectrometry Analysis for High-Throughput Protein Binding Determination. J Pharm Sci 2016; 105:1036-42. [PMID: 26886323 DOI: 10.1016/s0022-3549(15)00177-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2015] [Revised: 11/23/2015] [Accepted: 11/23/2015] [Indexed: 11/17/2022]
Abstract
Membrane-based devices typically used for serum protein binding determination are not fully applicable to highly lipophilic compounds because of nonspecific binding to the device membrane. Ultracentrifugation, however, completely eliminates the issue by using a membrane-free approach, although its wide application has been limited. This lack of utilization is mainly attributed to 2 factors: the high cost in acquiring and handling of radiolabeled compounds and low assay throughput owing to the difficulties in process automation. To overcome these challenges, we report a high-throughput workflow by cassette ultracentrifugation of nonradiolabeled compounds followed by liquid chromatography-tandem mass spectrometry (LC-MS/MS) analysis. Twenty compounds with diverse physicochemical and protein binding properties were selected for the evaluation of the workflow. To streamline the working process, approaches of matrix balancing for all the samples for LC-MS/MS analysis and determining free fraction without analytical calibration curves were adopted. Both the discrete ultracentrifugation of individual compounds and cassette ultracentrifugation of all the test compounds followed by simultaneous LC-MS/MS analysis exhibited a linear correlation with literature values, demonstrating respectively the validity of the ultracentrifugation process and the cassette approach. The cassette ultracentrifugation using nonradiolabeled compounds followed by LC-MS/MS analysis has greatly facilitated its application for high-throughput protein binding screening in drug discovery.
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Affiliation(s)
- Kasia Kieltyka
- Discovery Chemistry Platforms, Bristol-Myers Squibb Company, Wallingford, Connecticut 06492
| | - Brian McAuliffe
- Discovery Infectious Diseases, Bristol-Myers Squibb Company, Wallingford, Connecticut 06492
| | - Christopher Cianci
- Discovery Infectious Diseases, Bristol-Myers Squibb Company, Wallingford, Connecticut 06492
| | - Dieter M Drexler
- Pharmaceutical Candidate Optimization, Bristol-Myers Squibb Company, Wallingford, Connecticut 06492
| | - Wilson Shou
- Discovery Chemistry Platforms, Bristol-Myers Squibb Company, Wallingford, Connecticut 06492
| | - Jun Zhang
- Discovery Chemistry Platforms, Bristol-Myers Squibb Company, Wallingford, Connecticut 06492.
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Tafazoli A. Cyclosporine use in hematopoietic stem cell transplantation: pharmacokinetic approach. Immunotherapy 2015; 7:811-36. [DOI: 10.2217/imt.15.47] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
Cyclosporine is one of the most vital agents in the process of successful allogeneic hematopoietic stem cell transplantation. Despite a long history and worldwide extent of cyclosporine use for prevention of graft versus host disease, currently there are lots of uncertainties about its optimal method of application to reach the best clinical outcome. A major portion of this problem stems from complicated cyclosporine pharmacokinetics. Study of cyclosporine pharmacokinetic behavior can significantly help recognition of its effectiveness and consequently, optimization of dosing, administration, monitoring and management of adverse effects. In this review, highly accredited but sparse scientific data are gathered in order to provide a better insight for preparation of practice guidelines and directing future studies for allogeneic hematopoietic cell recipients.
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Affiliation(s)
- Ali Tafazoli
- Clinical Pharmacy Department, School of Pharmacy, Shahid Beheshti University of Medical Sciences (SBMU), Vali-e-Asr Avenue, Niayesh Junction, PO Box: 14155/6153 Tehran, Iran
- Taleghani Bone Marrow Transplantation Center, Taleghani Hospital, Shahid Beheshti University of Medical Sciences (SBMU), Vali-e-Asr Avenue, Niayesh Junction, PO Box 14155/6153 Tehran, Iran
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Dippenaar JM. Herbal and alternative medicine: the impact on anesthesia. SOUTHERN AFRICAN JOURNAL OF ANAESTHESIA AND ANALGESIA 2015. [DOI: 10.1080/22201181.2015.1013321] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
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Tolou-Ghamari Z, Mortazavi M, Palizban AA, Najafi MR. The investigation of correlation between Iminoral concentration and neurotoxic levels after kidney transplantation. Adv Biomed Res 2015; 4:59. [PMID: 25802828 PMCID: PMC4361960 DOI: 10.4103/2277-9175.151876] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2014] [Accepted: 09/16/2014] [Indexed: 11/16/2022] Open
Abstract
Background: Neurotoxicity side effects related to cyclosporine kinetics could lead to dysfunction of kidney graft and patient outcome after transplantation. The aim of this study was evidence-based pharmacotherapy of kidney transplant recipients and to investigate neurotoxic levels of Iminoral. Materials and Methods: The results of 2239 cyclosporine trough levels obtained from 743 patients were studied. Seventy-five adult kidney recipients who received Iminoral were studied for neurotoxicity symptoms. Demographic, clinical, hematology and biochemical data were recorded in d-base and analyzed using SPSS application for windows. Results: The mean value related to cyclosporine C0 was 246.3 μg/l. In the 48% the signs of neurotoxicity such as tremor and headache were noted, but only in 9% the levels of cyclosporine C0 were >400 μg/l. Further studies on 75 patients showed that the incidence of neurotoxic side effects were as follows: Tremor in 35, headache in 24 and anxiety in 34 recipients of kidney. The prescribed drug regimens from the day of transplant in most patients were based on mycophenolic acid or cellcept, pulse therapy using methylprednisolone (daily from kidney transplant up to 3 days after transplant), cyclosporine or Iminoral plus other drugs related to each individual. Administrations of ganciclovir, thymoglobulin, clotrimazol and prednisolone were also distinguished with immunosuppressant-based therapy simultaneously. Conclusion: Evidence-based study related to pharmacotherapy of Iminoral showed that clinical presentation related to neurotoxic side effects such as tremor, headache and anxiety might be due to many factors such as polypharmacy. Planning immunosuppression to individual patients based on programmed therapeutic Iminoral monitoring, avoiding polypharmacy in terms of removal or drug minimization and focusing on first week after transplant seem to be a realistic option.
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Affiliation(s)
- Zahra Tolou-Ghamari
- Isfahan Neurosciences Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Mojgan Mortazavi
- Isfahan Kidney Diseases Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Abbas-Ali Palizban
- Department of Clinical Biochemistry, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Mohammad-Reza Najafi
- Isfahan Neurosciences Research Center, Isfahan University of Medical Sciences, Isfahan, Iran ; Department of Neurology, Isfahan University of Medical Sciences, Isfahan, Iran
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Population pharmacokinetics and individualized dosage prediction of cyclosporine in allogeneic hematopoietic stem cell transplant patients. Am J Med Sci 2015; 348:448-54. [PMID: 25247760 DOI: 10.1097/maj.0000000000000337] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
BACKGROUND Cyclosporine (CsA), a potent immunosuppressive agent used to prevent rejection, is characterized by large individual variability. The purpose of this study was to explore the pharmacokinetic characteristics of CsA and establish a CsA population pharmacokinetic model that could be used for personalized therapy in allogeneic hematopoietic stem cell transplant (allo-HSCT) patients. METHODS Clinical data were obtained from 117 allo-HSCT patients. The data analysis was performed using NONMEM software. A first-order conditional estimation with interaction (FOCE-I) method within NONMEM was used to estimate the parameters. The covariates, including demographics, hematological indices, biochemical levels, concurrent drugs, and genetic polymorphisms of CYP3A4, CYP3A5, and ABCB1, were evaluated quantitatively. The stability of the final model was validated by a nonparametric bootstrap procedure. RESULTS A total of 1,571 observed concentrations were collected. A 1-compartment model with first-order absorption and elimination adequately described the pharmacokinetics of CsA. The typical values for clearance (CL), volume of distribution (V), and bioavailability were 29.6 L/hr, 605 L, and 0.619, respectively. The interindividual variability of these parameters was 20.4, 66.1, and 30.4%, respectively. The residual error was 31.4% and 23.7 ng/mL. The duration of CsA therapy, hematocrit, antifungal agent administration, triglycerides, and weight were identified as the main covariates that influenced CL, and hematocrit had a significant effect on V. The internal validation showed that the final model was stable and accurate. CONCLUSIONS This study established a population pharmacokinetic model of CsA in allo-HSCT patients that could provide the foundation for personalized use of CsA in the clinic.
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Awortwe C, Manda VK, Avonto C, Khan SI, Khan IA, Walker LA, Bouic PJ, Rosenkranz B. Echinacea purpurea up-regulates CYP1A2, CYP3A4 and MDR1 gene expression by activation of pregnane X receptor pathway. Xenobiotica 2014; 45:218-29. [PMID: 25377539 DOI: 10.3109/00498254.2014.973930] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
1.This study investigated the mechanism underlying Echinacea-mediated induction of CYP1A2, CYP3A4 and MDR1 in terms of human pregnane X receptor (PXR) activation. 2.Crude extracts and fractions of Echinacea purpurea were tested for PXR activation in HepG2 cells by a reporter gene assay. Quantitative real-time PCR was carried out to determine their effects on CYP1A2 and CYP3A4 mRNA expressions. Capsules and fractions were risk ranked as high, intermediate and remote risk of drug-metabolizing enzymes induction based on EC50 values determined for respective CYPs. 3. Fractions F1, F2 and capsule (2660) strongly activated PXR with 5-, 4- and 3.5-fold increase in activity, respectively. Echinacea preparations potentiated up-regulation of CYP1A2, CYP3A4 and MDR1 via PXR activation. 4.Thus E. purpurea preparations cause herb-drug interaction by up-regulating CYP1A2, CYP3A4 and P-gp via PXR activation.
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Affiliation(s)
- Charles Awortwe
- Division of Clinical Pharmacology, Faculty of Medicine and Health Sciences, University of Stellenbosch , Cape Town , South Africa
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Sweeney ZK, Fu J, Wiedmann B. From chemical tools to clinical medicines: nonimmunosuppressive cyclophilin inhibitors derived from the cyclosporin and sanglifehrin scaffolds. J Med Chem 2014; 57:7145-59. [PMID: 24831536 DOI: 10.1021/jm500223x] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
The cyclophilins are widely expressed enzymes that catalyze the interconversion of the cis and trans peptide bonds of prolines. The immunosuppressive natural products cyclosporine A and sanglifehrin A inhibit the enzymatic activity of the cyclophilins. Chemical modification of both the cyclosporine and sanglifehrin scaffolds has produced many analogues that inhibit cyclophilins in vitro but have reduced immunosuppressive properties. Three nonimmunosuppressive cyclophilin inhibitors (alisporivir, SCY-635, and NIM811) have demonstrated clinical efficacy for the treatment of hepatitis C infection. Additional candidates are in various stages of preclinical development for the treatment of hepatitis C or myocardial reperfusion injury. Recent publications suggest that cyclophilin inhibitors may have utility for the treatment of diverse viral infections, inflammatory indications, and cancer. In this review, we document the structure-activity relationships of the nonimmunosuppressive cyclosporins and sanglifehrins in clinical and preclinical development. Aspects of the pharmacokinetic behavior and chemical biology of these drug candidates are also described.
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Affiliation(s)
- Zachary K Sweeney
- Novartis Institutes for BioMedical Research , 4560 Horton Street, Emeryville, California 94608, United States
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Méndez A, Monforte V, Berastegui C, López-Meseguer M, Bravo C, Pou L, Roman A. High intra-individual variability of cyclosporine pharmacokinetics in lung transplant recipients without cystic fibrosis. Clin Transplant 2014; 28:743-8. [PMID: 24708188 DOI: 10.1111/ctr.12371] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/02/2014] [Indexed: 11/30/2022]
Abstract
BACKGROUND There has been little study on the variability of CsA pharmacokinetics in stable lung transplant (LT) recipients without cystic fibrosis. This study was conducted to determine the prevalence of high intra-individual variability of CsA in LT recipients and its implications in CsA monitoring. METHODS Twenty-nine pharmacokinetic curves were performed in 10 consecutive stable patients from a single center. The intra-individual coefficient of variation (CV) of the AUC₀₋₁₂ h was calculated in each case. Patients were grouped according to whether their CV was high (≥20%) or low (<20%). Correlations between cyclosporine CsA concentration at each time point, AUC₀₋₄ h , and AUC₀₋₁₂ h were also calculated. RESULTS Six (60%) patients presented low CVs and four (40%) high CVs. In patients with low CVs, the best correlation of AUC₀₋₁₂ h was with CsA concentration at two h post-dose (C₂) (r = 0.674, p = 0.002), whereas in those with high CV, the best correlation was with C5 (r = 0.800, p = 0.003). In the latter group, the correlation with C₂ was low (r = 0.327, p = 0.32), whereas the correlation with C₀ was high (r = 0.709, p < 0.05). CONCLUSIONS Intra-individual variability of CsA pharmacokinetics may be high in many LT recipients. In patients with high CV, the use of C₀ levels may be more appropriate for CsA monitoring than C₂ levels.
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Affiliation(s)
- Alejandra Méndez
- Lung Transplantation Program, Servei de Pneumologia, Departament de Medicina, Hospital Universitari Vall d'Hebron, Universitat Autònoma de Barcelona, Barcelona, Spain; CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
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Increased recipient body mass index is associated with acute rejection and other adverse outcomes after kidney transplantation. Transplantation 2014; 97:64-70. [PMID: 24056619 DOI: 10.1097/tp.0b013e3182a688a4] [Citation(s) in RCA: 58] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
BACKGROUND Outcomes of kidney transplant recipients with increased body mass index (BMI) remain controversial. We studied the relationship between BMI and clinically relevant outcomes among kidney transplant recipients at a large center. METHODS We performed an observational cohort study of all recipients of kidney transplants at our center from January 1, 2000 to December 31, 2010 to determine if increased BMI at transplantation is associated with adverse outcomes, including delayed graft function and biopsy-proven acute rejection (BPAR). Recipient BMI was categorized as <20, 20 to 24.9 (reference), 25 to 29.9, 30 to 34.9, and ≥35 kg/m. Potential confounders were included in logistic and Cox proportional hazards models. RESULTS A total of 1151 patients were studied. Recipient BMI of 30 to 34.9 and ≥35 kg/m were associated with an increased risk of delayed graft function (odds ratio [95% confidence interval [CI], 1.92 [1.16-3.19] and 4.49 [2.24-9.00], respectively). BMI≥35 kg/m was also associated with an increased risk of BPAR (hazard ratio [HR; 95% CI], 2.43 [1.48-3.99]), all-cause graft failure (HR [95% CI], 1.97 [1.09-3.56]), and death-censored graft failure (HR [95% CI], 2.43 [1.07-5.51]). Adjustment for acute rejection as a time-varying covariate significantly attenuated the association with graft failure endpoints. There was no significant relation between BMI and death with graft function. CONCLUSIONS Increased BMI at kidney transplantation is a predictor of adverse outcomes, including BPAR. The role of pretransplantation weight reduction in improving graft and patient outcomes requires further study.
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Victory and defeat at Heraclea - treating hepatitis C infection following liver transplantation with telaprevir and boceprevir. J Hepatol 2014; 60:6-8. [PMID: 24128417 DOI: 10.1016/j.jhep.2013.10.006] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2013] [Accepted: 10/03/2013] [Indexed: 12/04/2022]
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Bohnert T, Gan LS. Plasma protein binding: from discovery to development. J Pharm Sci 2013; 102:2953-94. [PMID: 23798314 DOI: 10.1002/jps.23614] [Citation(s) in RCA: 236] [Impact Index Per Article: 21.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2013] [Revised: 04/25/2013] [Accepted: 04/25/2013] [Indexed: 12/25/2022]
Abstract
The importance of plasma protein binding (PPB) in modulating the effective drug concentration at pharmacological target sites has been the topic of significant discussion and debate amongst drug development groups over the past few decades. Free drug theory, which states that in absence of energy-dependent processes, after steady state equilibrium has been attained, free drug concentration in plasma is equal to free drug concentration at the pharmacologic target receptor(s) in tissues, has been used to explain pharmacokinetics/pharmacodynamics relationships in a large number of cases. Any sudden increase in free concentration of a drug could potentially cause toxicity and may need dose adjustment. Free drug concentration is also helpful to estimate the effective concentration of drugs that potentially can precipitate metabolism (or transporter)-related drug-drug interactions. Disease models are extensively validated in animals to progress a compound into development. Unbound drug concentration, and therefore PPB information across species is very informative in establishing safety margins and guiding selection of First in Human (FIH) dose and human efficacious dose. The scope of this review is to give an overview of reported role of PPB in several therapeutic areas, highlight cases where PPB changes are clinically relevant, and provide drug metabolism and pharmacokinetics recommendations in discovery and development settings.
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Affiliation(s)
- Tonika Bohnert
- Preclinical PK & In Vitro ADME, Biogen Idec Inc., Cambridge, Massachusetts 02142, USA.
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Fanta S, Jönsson S, Karlsson MO, Niemi M, Holmberg C, Hoppu K, Backman JT. Long-Term Changes in Cyclosporine Pharmacokinetics After Renal Transplantation in Children: Evidence for Saturable Presystemic Metabolism and Effect ofNR1I2Polymorphism. J Clin Pharmacol 2013; 50:581-97. [DOI: 10.1177/0091270009348223] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
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Song J, Kim MG, Choi B, Han NY, Yun HY, Yoon JH, Oh JM. CYP3A5 polymorphism effect on cyclosporine pharmacokinetics in living donor renal transplant recipients: analysis by population pharmacokinetics. Ann Pharmacother 2012; 46:1141-51. [PMID: 22947591 DOI: 10.1345/aph.1r004] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023] Open
Abstract
BACKGROUND Cyclosporine is often used to prevent allograft rejection in renal transplant recipients. However, cyclosporine has a narrow therapeutic window and large variability in its pharmacokinetics. Individual characteristics and genetic polymorphisms can cause the variation. Hence, it is important to determine the cause(s) of the variation in cyclosporine pharmacokinetics. To our knowledge, this is the first reported population pharmacokinetic study of cyclosporine in living donor renal transplant recipients that considered the genetic polymorphism as a covariate. OBJECTIVE To build a population pharmacokinetic model of cyclosporine in living donor renal transplant recipients and identify covariates including CYP3A5*3, ABCB1 genetic polymorphisms that affect cyclosporine pharmacokinetic parameters. METHODS Clinical characteristics and cyclosporine concentration data for 69 patients who received cyclosporine-based immunosuppressive therapy after living donor renal transplantation were collected retrospectively for up to 400 postoperative days. CYP3A5*1/*3 and ABCB1C1236T, G2677T/A, C3435T geno-typing was performed. A population pharmacokinetic analysis was conducted using a NONMEM program. After building the final model, 1000 bootstrappings were performed to validate the final model. RESULTS In total, 2034 blood samples were collected. A 1-compartment open model with first-order absorption and elimination was chosen to describe the pharmacokinetics of cyclosporine. A population pharmacokinetic analysis showed that postoperative days, sex, and CYP3A5 genotype significantly affected the pharmacokinetics of cyclosporine. The final estimate of mean clearance was 56 L/h, and the mean volume of distribution was 4650 L. The interindividual variability for these parameters was 22.98% and 51.48%, respectively. CONCLUSIONS Using the present model to calculate the dose of cyclosporine with CYP3A5 genotyping can be possible for the patients whose cyclosporine concentration is not within the therapeutic range even with therapeutic drug monitoring.
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Affiliation(s)
- Joohan Song
- College of Pharmacy, Seoul National University, Seoul, Korea
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Abstract
Nonsteroidal medications, previously unfamiliar in the management of autoimmune hepatitis, can supplement or replace conventional corticosteroid regimens, especially in problematic patients. Mycophenolate mofetil is a next-generation purine antagonist that has been useful in treating patients with azathioprine intolerance. It has been less effective in salvaging patients with steroid-refractory disease. Azathioprine is the choice as a corticosteroid-sparing agent in treatment-naive patients and in individuals with corticosteroid intolerance, incomplete response and relapse after drug withdrawal. Tacrolimus is preferred over cyclosporine for recalcitrant disease because of its established preference in organ transplantation, but replacement with cyclosporine should be considered if the disease worsens on treatment. Rapamycin has antiproliferative and proapoptotic actions that warrant further study in autoimmune hepatitis. The nonstandard, nonsteroidal medications are mainly salvage therapies with off-label indications that must be used in highly individualized and well-monitored clinical situations.
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Affiliation(s)
- Albert J Czaja
- Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine, Rochester, MN 55905 USA.
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Ferraresso M, Turolo S, Belinghieri M, Tirelli AS, Grillo P, Groppali E, Edefonti A, Ghio L. The potential of steroids and xenobiotic receptor polymorphisms in forecasting cyclosporine pharmacokinetic variability in young kidney transplant recipients. Pediatr Transplant 2012; 16:658-63. [PMID: 22765024 DOI: 10.1111/j.1399-3046.2012.01751.x] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
The steroids and xenobiotics receptor (SXR) up-regulates the expression and the synthesis of key enzymes in CyA metabolism. In this study, we examined the possible interactions between CyA exposure and SXR polymorphisms during the first year after renal transplantation. The study involved 66 pediatric renal transplant recipients (25 women and 41 men, mean age 13.9 ± 7.4 yr). All patients were genotyped for two sequence variations in the NR1I2 gene: g.-205_-200delGAGAAG and 7635 A>G. CyA trough levels and CyA weight-adjusted daily dose were recorded at 30, 90, 180, and 360 days after transplantation and compared between the different genotypes. A third newly discovered SXR polymorphism was characterized and also included in the study. CyA trough levels and CyA weight-adjusted daily dose were comparable on four time points throughout the first year post-transplant in all three groups. GEE showed a significant reduction in weight-adjusted CyA daily dose in patients carrying the deletion of 6 bp in SXR with a significant group-by-time effect that persisted also when analysis was corrected for age, prednisone dose, and acute rejection episodes. In our group of patients, only the g.-205_-200delGAGAAG SXR polymorphism was able to influence the metabolism of CyA continuously, during the first year after transplantation.
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Affiliation(s)
- Mariano Ferraresso
- Department of Clinical Sciences and Community Health, University of Milan Medical School, Milan, Italy.
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39
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Survival of transplanted human neural stem cell line (ReNcell VM) into the rat brain with and without immunosuppression. Ann Anat 2012; 194:429-35. [DOI: 10.1016/j.aanat.2012.05.003] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2011] [Revised: 04/30/2012] [Accepted: 05/04/2012] [Indexed: 12/17/2022]
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40
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Delgado TC, Barosa C, Nunes PM, Scott DK, O'Doherty RM, Cerdán S, Geraldes CFGC, Jones JG. Effect of cyclosporine A on hepatic carbohydrate metabolism and hepatic gene expression in rat. Expert Opin Drug Metab Toxicol 2012; 8:1223-30. [DOI: 10.1517/17425255.2012.709500] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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The concentration of cyclosporine metabolites is significantly lower in kidney transplant recipients with diabetes mellitus. Ther Drug Monit 2012; 34:38-45. [PMID: 22210099 DOI: 10.1097/ftd.0b013e318241ac71] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
BACKGROUND Diabetes mellitus is prevalent among kidney transplant recipients. The activity of drug metabolizing enzymes or transporters may be altered by diabetes leading to changes in the concentration of parent drug or metabolites. This study was aimed to characterize the effect of diabetes on the concentration of cyclosporine (CsA) and metabolites. METHODS Concentration-time profiles of CsA and metabolites (AM1, AM9, AM4N, AM1c, AM19, and AM1c9) were characterized over a 12-hour dosing interval in 10 nondiabetic and 7 diabetic stable kidney transplant recipients. All patients were male, had nonfunctional CYP3A5*3 genotype, and were on combination therapy with ketoconazole. RESULTS The average daily dose (±SD) of CsA was 65 ± 21 and 68 ± 35 mg in nondiabetic and diabetic subjects, respectively (P = 0.550). Cyclosporine metabolites that involved amino acid 1 (AM1, AM19, AM1c) exhibited significantly lower dose-normalized values of area under the concentration-time curve in patients with diabetes. Moreover, during the postabsorption phase (≥3 hours after dose), metabolite-parent concentration ratios for all metabolites, except AM4N, was significantly lower in diabetic patients. The pharmacokinetic parameters of ketoconazole were similar between the 2 groups thus excluding inconsistent ketoconazole exposure as a source of altered CsA metabolism. CONCLUSIONS This study indicates that diabetes mellitus significantly affects the concentration of CsA metabolites. Because CsA is eliminated as metabolites via the biliary route, the decrease in the blood concentration of CsA metabolites during postabsorption phase would probably reflect lower hepatic cytochrome P450 3A4 enzyme activity. However, other mechanisms including altered expression of transporters may also play a role. Results of cyclosporine therapeutic drug monitoring in diabetic patients must be interpreted with caution when nonspecific assays are used.
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42
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Laverdière I, Caron P, Couture F, Lévesque E, Guillemette C. A liquid chromatography-tandem mass spectrometry (LC-MS/MS) method for monitoring drug exposure in hematopoietic stem cell transplant recipients. J Chromatogr B Analyt Technol Biomed Life Sci 2012; 885-886:131-7. [PMID: 22265668 DOI: 10.1016/j.jchromb.2011.12.029] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2011] [Revised: 12/23/2011] [Accepted: 12/30/2011] [Indexed: 11/30/2022]
Abstract
A liquid chromatography-tandem mass spectrometry method was developed for the quantification of circulating levels of multiple immunosuppressant drugs including cyclosporine (CsA), tacrolimus, methotrexate (Mtx), prednisone, prednisolone, methylprednisone, total and free mycophenolic acid (MPA), as well as MPA phenolic (MPAG) and acyl (AcMPAG) glucuronide metabolites. Linearity, precision and accuracy were validated within the typical therapeutic range of concentrations for each compound. The assay was linear over 0.125-25ng/mL for tacrolimus, 1-500ng/mL for prednisone/methylprednisone, 2-400ng/mL for Mtx, 2-1000ng/mL for prednisolone and from 7.5 to 1500ng/mL for CsA with the lowest limit of quantification (LLOQ) being 0.125, 1.00, 2.00, 2.00 and 7.5ng/mL, respectively. The calibration curve concentrations for MPA and MPAG ranged from 50 to 50,000ng/mL (LLOQ: 50ng/mL) and 10 to 10,000ng/mL (LLOQ: 10ng/mL) for AcMPAG. Mean recoveries in blood and plasma were 84%±5.7%. The method could measure individual drugs with high sensitivity, accuracy (bias≤14%), and reproducibility (CV≤12.8%). Its clinical application was validated by measuring levels of these drugs in samples obtained from hematopoietic stem cell transplant recipients treated with combined immunosuppressive drug therapy. Our results indicate that this approach is suitable for simultaneous determination of in vivo levels of immunosuppressive drugs commonly used in combined therapies.
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Affiliation(s)
- Isabelle Laverdière
- Pharmacogenomics Laboratory, Centre Hospitalier Universitaire de Québec (CHUQ) Research Center, Canada
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43
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Hoveyda HR, Marsault E, Gagnon R, Mathieu AP, Vézina M, Landry A, Wang Z, Benakli K, Beaubien S, Saint-Louis C, Brassard M, Pinault JF, Ouellet L, Bhat S, Ramaseshan M, Peng X, Foucher L, Beauchemin S, Bhérer P, Veber DF, Peterson ML, Fraser GL. Optimization of the Potency and Pharmacokinetic Properties of a Macrocyclic Ghrelin Receptor Agonist (Part I): Development of Ulimorelin (TZP-101) from Hit to Clinic. J Med Chem 2011; 54:8305-20. [DOI: 10.1021/jm2007062] [Citation(s) in RCA: 61] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Affiliation(s)
- Hamid R. Hoveyda
- Tranzyme Pharma Inc., 3001,
12e Avenue Nord, Sherbrooke, QC J1H 5N4, Canada
| | - Eric Marsault
- Tranzyme Pharma Inc., 3001,
12e Avenue Nord, Sherbrooke, QC J1H 5N4, Canada
| | - René Gagnon
- Tranzyme Pharma Inc., 3001,
12e Avenue Nord, Sherbrooke, QC J1H 5N4, Canada
| | - Axel P. Mathieu
- Tranzyme Pharma Inc., 3001,
12e Avenue Nord, Sherbrooke, QC J1H 5N4, Canada
| | - Martin Vézina
- Tranzyme Pharma Inc., 3001,
12e Avenue Nord, Sherbrooke, QC J1H 5N4, Canada
| | - Annick Landry
- Tranzyme Pharma Inc., 3001,
12e Avenue Nord, Sherbrooke, QC J1H 5N4, Canada
| | - Zhigang Wang
- Tranzyme Pharma Inc., 3001,
12e Avenue Nord, Sherbrooke, QC J1H 5N4, Canada
| | - Kamel Benakli
- Tranzyme Pharma Inc., 3001,
12e Avenue Nord, Sherbrooke, QC J1H 5N4, Canada
| | - Sylvie Beaubien
- Tranzyme Pharma Inc., 3001,
12e Avenue Nord, Sherbrooke, QC J1H 5N4, Canada
| | - Carl Saint-Louis
- Tranzyme Pharma Inc., 3001,
12e Avenue Nord, Sherbrooke, QC J1H 5N4, Canada
| | - Martin Brassard
- Tranzyme Pharma Inc., 3001,
12e Avenue Nord, Sherbrooke, QC J1H 5N4, Canada
| | | | - Luc Ouellet
- Tranzyme Pharma Inc., 3001,
12e Avenue Nord, Sherbrooke, QC J1H 5N4, Canada
| | - Shridhar Bhat
- Tranzyme Pharma Inc., 3001,
12e Avenue Nord, Sherbrooke, QC J1H 5N4, Canada
| | - Mahesh Ramaseshan
- Tranzyme Pharma Inc., 3001,
12e Avenue Nord, Sherbrooke, QC J1H 5N4, Canada
| | - Xiaowen Peng
- Tranzyme Pharma Inc., 3001,
12e Avenue Nord, Sherbrooke, QC J1H 5N4, Canada
| | - Laurence Foucher
- Tranzyme Pharma Inc., 3001,
12e Avenue Nord, Sherbrooke, QC J1H 5N4, Canada
| | - Sophie Beauchemin
- Tranzyme Pharma Inc., 3001,
12e Avenue Nord, Sherbrooke, QC J1H 5N4, Canada
| | - Patrick Bhérer
- Tranzyme Pharma Inc., 3001,
12e Avenue Nord, Sherbrooke, QC J1H 5N4, Canada
| | - Daniel F. Veber
- Tranzyme Pharma Inc., 3001,
12e Avenue Nord, Sherbrooke, QC J1H 5N4, Canada
| | - Mark L. Peterson
- Tranzyme Pharma Inc., 3001,
12e Avenue Nord, Sherbrooke, QC J1H 5N4, Canada
| | - Graeme L. Fraser
- Tranzyme Pharma Inc., 3001,
12e Avenue Nord, Sherbrooke, QC J1H 5N4, Canada
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Hall C, Lueshen E, Mošat' A, Linninger AA. Interspecies scaling in pharmacokinetics: a novel whole-body physiologically based modeling framework to discover drug biodistribution mechanisms in vivo. J Pharm Sci 2011; 101:1221-41. [PMID: 22105643 DOI: 10.1002/jps.22811] [Citation(s) in RCA: 48] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2011] [Revised: 09/16/2011] [Accepted: 10/18/2011] [Indexed: 11/12/2022]
Abstract
Drug approval processes require extensive testing and have recently put more emphasis on understanding mechanistic drug action in the body including toxicity and safety.1 Consequently, there is an urgent need in the pharmaceutical industry to develop mechanistic pharmacokinetic (PK) models able to both expedite knowledge gain from experimental trials and, simultaneously, address safety concerns. We previously developed a first principles based whole-body PK model, which incorporated physiological dimensions and drug mass transport. In this follow-up article, we demonstrate how the first principles model in combination with novel physiological scaling laws yields more reliable interspecies and intraspecies extrapolation of drug biodistribution. We show how experimental dose-response data in rats for immunosuppressant cyclosporin are sufficient for predicting the biodistribution of this drug in pigs, monkeys, and humans. The predicted drug concentrations extrapolated by interspecies scaling laws match well with the experimental measurements. These promising results demonstrate that the whole-body PK modeling approach not only elucidates drug mechanisms from a biochemical standpoint, but offers better scaling precision. Better models can substantially accelerate the introduction of drug leads to clinical trials and eventually to the market by offering more understanding of the drug mechanisms, aiding in therapy design, and serving as an accurate dosing tool.
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Affiliation(s)
- Cierra Hall
- University of Illinois at Chicago, Laboratory for Product and Process Design, Chicago, Illinois 60607-7000, USA
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Troncoso P, Ortiz AM, Vilches S. Factors that affect concentrations of cyclosporine during the induction period of kidney transplantation: multivariate analysis. Transplant Proc 2011; 43:2291-4. [PMID: 21839257 DOI: 10.1016/j.transproceed.2011.06.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
OBJECTIVE The pharmacokinetics of cyclosporine (CsA) depend on numerous factors over the transplantation course. The aim of this study was to evaluate the impact of several clinical variables on CsA concentrations during the induction period after kidney transplantation. METHODS Potential variables were contrasted with CsA concentrations at 2 hours postdose (C(2)) and with the area under the concentration curve of CsA (AUC) at days 3 and 10 after transplantation. Evaluated variables were: recipient age, gender, body mass index (BMI), type/duration of previous dialysis, pretransplant serum creatinine (sCr), donor type, CsA dose, cold ischemia time, reduction of sCr, and use of other immunosuppressive drugs. RESULTS This series included 112 patients who displayed an average age of 43 ± 13 years, including 62 men and 31 recipients of living donor organs. The induction dose of CsA was 8.36 ± 1.53 mg/kg. On day 3, the C(2) was related to the reduction of sCr (P = 0.034) and to the BMI (P = 0.033). There was an inverse correlation with pretransplant sCr (P = 0.012). The AUC correlated with BMI (P = 0.027) and living donor category (P = .002). Patients receiving rapamycin or a locally procured kidney showed a trend toward higher AUC values. On day 10, the CsA dose and use of rapamycin showed a trend to higher values of C(2); the AUC was related to the CsA dose (P = .034). None of the other variables showed significant effects. Analysis between variables showed that time on dialysis correlated with the pretransplant sCr (P = .002) and that the CsA dose was negatively associated with BMI (P = .009). CONCLUSION Pretransplant sCr, BMI, living donor kidney category, better functional recovery, and the dose of CsA were predictors of CsA concentrations of clinical interest during this induction period. The effect of BMI was not related to higher doses of CsA.
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Affiliation(s)
- P Troncoso
- Unidad de Trasplante Renal, Pontificia Universidad Católica de Chile, Santiago, Chile.
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de Jonge H, de Loor H, Verbeke K, Vanrenterghem Y, Kuypers DRJ. In vivo CYP3A activity is significantly lower in cyclosporine-treated as compared with tacrolimus-treated renal allograft recipients. Clin Pharmacol Ther 2011; 90:414-22. [PMID: 21753749 DOI: 10.1038/clpt.2011.130] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
In vitro studies have identified cyclosporine and tacrolimus as CYP3A inhibitors. In the current study in renal allograft recipients, we used intravenously and orally administered midazolam as a drug probe to assess whether the study drugs at doses that are generally used in clinical practice have differential effects on in vivo hepatic and first-pass CYP3A activities. Systemic and apparent oral midazolam clearance were 24% (269 ± 73 vs. 354 ± 102 ml/min, P = 0.022) and 31% (479 ± 190 vs. 688 ± 265 ml/min, P = 0.013), respectively, lower in cyclosporine-treated patients (n = 20) than in matched tacrolimus-treated patients (n = 20). The latter displayed midazolam clearances similar to those in two larger cohorts of nonmatched tacrolimus-treated patients (n = 58 and n = 80) and to those receiving a calcineurin inhibitor-free regimen (n = 6). This implies that in vivo hepatic and first-pass CYP3A activities are significantly lower in patients receiving cyclosporine than in those receiving tacrolimus, indicating that, at the doses generally used in clinical practice, cyclosporine is the stronger of the two with respect to CYP3A inhibition. This observation has important implications in the context of drug-drug interactions in transplant recipients.
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Affiliation(s)
- H de Jonge
- Department of Nephrology and Renal Transplantation, University Hospitals Leuven, Leuven, Belgium
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Ji E, Kim MY, Yun HY, Kim KI, Kang W, Kwon KI, Kim IW, Lee HS, Shin WG, Oh JM. Population Pharmacokinetics of Cyclosporine in Korean Adults Undergoing Living-Donor Kidney Transplantation. Pharmacotherapy 2011; 31:574-84. [DOI: 10.1592/phco.31.6.574] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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Yanni SB, Smith PB, Benjamin DK, Augustijns PF, Thakker DR, Annaert PP. Higher clearance of micafungin in neonates compared with adults: role of age-dependent micafungin serum binding. Biopharm Drug Dispos 2011; 32:222-32. [PMID: 21449041 DOI: 10.1002/bdd.752] [Citation(s) in RCA: 47] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2010] [Revised: 01/28/2011] [Accepted: 02/13/2011] [Indexed: 01/30/2023]
Abstract
Micafungin, a new echinocandin antifungal agent, has been used widely for the treatment of various fungal infections in human populations. Micafungin is predominantly cleared by biliary excretion and it binds extensively to plasma proteins. Micafungin body weight-adjusted clearance is higher in neonates than in adults, but the mechanisms underlying this difference are not understood. Previous work had revealed the roles of sinusoidal uptake (Na(+) -taurocholate co-transporting peptide, NTCP; organic anion transporting polypeptide, OATP) as well as canalicular efflux (bile salt export pump, BSEP; breast cancer resistance protein, BCRP) transporters in micafungin hepatobiliary elimination. In the present study, the relative protein expression of hepatic transporters was compared between liver homogenates from neonates and adults. Also, the extent of micafungin binding to serum from neonates and adults was measured in vitro. The results indicate that relative expression levels of NTCP, OATP1B1/3, BSEP, BCRP and MRP3 were similar in neonates and in adults. However, the micafungin fraction unbound (f(u) ) in neonatal serum was about 8-fold higher than in the adult serum (0.033±0.012 versus 0.004±0.001, respectively). While there was no evidence for different intrinsic hepatobiliary clearance of micafungin between neonates and adults, our data suggest that age-dependent serum protein binding of micafungin is responsible for its higher clearance in neonates compared with adults.
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Affiliation(s)
- Souzan B Yanni
- UNC Eshelman School of Pharmacy, The University of North Carolina at Chapel Hill, NC, USA
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Klemow K, Bartlow A, Crawford J, Kocher N, Shah J, Ritsick M. Medical Attributes of St. John's Wort (Hypericum perforatum). OXIDATIVE STRESS AND DISEASE 2011. [DOI: 10.1201/b10787-12] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
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Population Pharmacokinetic Study of Cyclosporine Based on NONMEM in Chinese Liver Transplant Recipients. Ther Drug Monit 2010; 32:715-22. [DOI: 10.1097/ftd.0b013e3181fb6ce3] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
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