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Krzyzanski W, Bauer R. Pharmacodynamic Age Structured Population Model For Cell Trafficking. J Pharm Sci 2024; 113:257-267. [PMID: 37926235 DOI: 10.1016/j.xphs.2023.10.040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Revised: 10/29/2023] [Accepted: 10/30/2023] [Indexed: 11/07/2023]
Abstract
OBJECTIVES Cell trafficking encompasses movement of the immune system cells (e.g., granulocytes, lymphocytes) between the blood and the extravascular tissues (e.g., lymph nodes). Corticosteroids are known to suppress cell trafficking. The age-structured cell population models introduce the transit time as a structure that allows one to quantify the distribution of times the immune cells spend in the blood and the extravascular tissues. The objective of this work is to develop an age-structured cell population model describing drug effects on cell trafficking and to implement the model in pharmacometric software to enable parameter estimation and simulations. METHODS We adopted the well-known McKendrick age-structured population model to describe the age distributions in two cell populations: blood cells and cells in the extravascular space. The hazard of cell recirculation from the extravascular tissues was age dependent and described by the Weibull function with the shape ν and scale β parameters. The drug effect on cell trafficking was modeled as the product of the Emax function of the drug plasma concentration and the Weibull hazard. The model was implemented in NONMEM 7.5.1. The model was applied to the basophil data in 34 healthy subjects who received a single intramuscular or oral dose of 6 mg dexamethasone (DEX). A recently published pharmacokinetic model was applied to describe DEX plasma concentration. Typical values of parameter estimates were further used to simulate the DEX effect of the basophil mean transit time in the extravascular tissues. RESULTS Simulations of basophil time courses for varying ν demonstrated that the rebound in the blood count data following drug administration is only possible for ν >1. The estimates of model parameters were ν = 3.02, β = 0.00863 1/h, and IC50 = 7.47 ng/mL. The calculated baseline mean transit times of basophils in the blood 7.2 h and extravascular tissues 104.9 h agree with the values reported in the literature. CONCLUSIONS We introduced an age-structured population model to describe cell trafficking between the blood and extravascular tissues. The model was adopted to account for the inhibitory drug effect on the cell recirculation. We showed that the age structure is essential to explain the rebound observed in the blood count response to a single dose drug administration. The model was validated using the basophil responses to DEX treatment in healthy subjects.
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Affiliation(s)
- Wojciech Krzyzanski
- Department of Pharmaceutical Sciences, University at Buffalo, 370 Pharmacy Building, Buffalo, NY 14214, USA.
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2
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Mager DE, Straubinger RM. Contributions of William Jusko to Development of Pharmacokinetic and Pharmacodynamic Models and Methods. J Pharm Sci 2024; 113:2-10. [PMID: 37778439 DOI: 10.1016/j.xphs.2023.09.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Accepted: 09/22/2023] [Indexed: 10/03/2023]
Affiliation(s)
- Donald E Mager
- Department of Pharmaceutical Sciences, University at Buffalo, State University of New York, Buffalo, New York, USA; Enhanced Pharmacodynamics, LLC, Buffalo, New York, USA.
| | - Robert M Straubinger
- Department of Pharmaceutical Sciences, University at Buffalo, State University of New York, Buffalo, New York, USA
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3
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Wang YJ, Wang X, An A, Zang M, Xu L, Gong K, Song W, Li Q, Lu X, Xiao YF, Yu G, Ma ZA. Immunomodulator FTY720 improves glucose homeostasis and diabetic complications by rejuvenation of β-cell function in nonhuman primate model of diabetes. Fundam Clin Pharmacol 2022; 36:699-711. [PMID: 35064580 PMCID: PMC9546369 DOI: 10.1111/fcp.12760] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2021] [Revised: 12/31/2021] [Accepted: 01/19/2022] [Indexed: 12/02/2022]
Abstract
Inadequate β‐cell mass is essential for the pathogenesis of type 2 diabetes (T2D). Previous report showed that an immunomodulator FTY720, a sphingosine 1‐phosphate (S1P) receptor modulator, sustainably normalized hyperglycemia by stimulating β‐cell in vivo regeneration in db/db mice. We further examined the effects of FTY720 on glucose homeostasis and diabetic complications in a translational nonhuman primate (NHP) model of spontaneously developed diabetes. The male diabetic cynomolgus macaques of 18–19 year old were randomly divided into Vehicle (Purified water, n = 5) and FTY720 (5 mg/kg, n = 7) groups with oral gavage once daily for 10 weeks followed by 10 weeks drug free period. Compared with the Vehicle group, FTY720 effectively lowered HbA1c, blood concentrations of fasting glucose (FBG) and insulin, hence, decreased homeostatic model assessment of insulin resistance (HOMA‐IR); ameliorated glucose intolerance and restored glucose‐stimulated insulin release, indicating rejuvenation of β‐cell function in diabetic NHPs. Importantly, after withdrawal of FTY720, FBG, and HbA1c remained at low level in the drug free period. Echocardiography revealed that FTY720 significantly reduced proteinuria and improved cardiac left ventricular systolic function measured by increased ejection fraction and fractional shortening in the diabetic NHPs. Finally, flow cytometry analysis (FACS) detected that FTY720 significantly reduced CD4 + and CD8 + T lymphocytes as well as increased DC cells in the circulation. Immunomodulator FTY720 improves glucose homeostasis via rejuvenation of β‐cell function, which can be mediated by suppression of cytotoxic CD8 + T lymphocytes to β‐cells, thus, may be a novel immunotherapy to reverse T2D progression and ameliorate the diabetic complications.
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Affiliation(s)
- Yixin Jim Wang
- Crown Bioscience Inc., San Diego, California, USA.,Innoland Bioscience Inc., Taicang, China
| | | | - Annie An
- Crown Bioscience Inc., San Diego, California, USA
| | - Mingfa Zang
- Crown Bioscience Inc., San Diego, California, USA
| | - Ling Xu
- Crown Bioscience Inc., San Diego, California, USA
| | - Kefeng Gong
- Crown Bioscience Inc., San Diego, California, USA
| | | | - Qing Li
- The First People's Hospital of Taicang, Taicang Affiliated Hospital of Soochow University, Suzhou, China
| | - Xiaojun Lu
- The First People's Hospital of Taicang, Taicang Affiliated Hospital of Soochow University, Suzhou, China
| | - Yong-Fu Xiao
- Crown Bioscience Inc., San Diego, California, USA
| | - Guoliang Yu
- Apollomics Biopharmaceuticals, Inc., Hangzhou, China
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4
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Rezaie Shirmard L, Ghofrani M, Bahari Javan N, Bayrami S, Tavassoli A, Rezaie A, Amini M, Kebriaee-Zadeh A, Rouini MR, Dinarvand R, Rafiee-Tehrani M, Dorkoosh FA. Improving the in-vivo biological activity of fingolimod loaded PHBV nanoparticles by using hydrophobically modified alginate. Drug Dev Ind Pharm 2020; 46:318-328. [PMID: 31976771 DOI: 10.1080/03639045.2020.1721524] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Uncontrolled distribution of nanoparticles (NPs) within the body can significantly decrease the efficiency of drug therapy and is considered among the main restrictions of NPs application. The aim of this study was to develop a depot combination delivery system (CDS) containing fingolimod loaded poly (3-hydroxybutyrate-co-3-hydroxyvalerate) (PHBV) NPs dispersed into a matrix of oleic acid-grafted-aminated alginate (OA-g-AAlg) to minimize the nonspecific biodistribution (BD) of PHBV NPs. OA-g-AAlg was synthesized in two step; First, Alg was aminated by using adipic dihydrazide (ADH). The degree of hyrazide group substitution of Alg was determined by trinitro-benzene-sulfonic acid (TNBS) assay. Second, OA was attached to AAlg through formation of an amide bond. Chemical structure of OA-g-AAlg was confirmed with FTIR and HNMR spectroscopy. Furthermore, rheological properties of OA-g-AAlg with different grafting ratios were evaluated. In-vitro release studies indicated that 47% of fingolimod was released from the CDS within 28 days. Blood and tissue samples were analyzed using liquid chromatography/tandem mass spectrometry following subcutaneous (SC) injection of fingolimod-CDS into Wistar rats. The elimination phase half-life of CDS-fingolimod was significantly higher than that of fingolimod (∼32 d vs. ∼20 h). To investigate the therapeutic efficacy, lymphocyte count was assessed over a 40 day period in Wistar rats. Peripheral blood lymphocyte count decreased from baseline by 27 ± 8% in 2 days after injection. Overall, the designed CDS represented promising results in improving the pharmacokinetic properties of fingolimod. Therefore, we believe that this sustained release formulation has a great potential to be applied to delivery of various therapeutics.
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Affiliation(s)
- Leila Rezaie Shirmard
- Department of Pharmaceutics, School of Pharmacy, Ardabil University of Medical Sciences, Ardabil, Iran
| | - Mahdieh Ghofrani
- Department of Pharmaceutics, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran
| | - Nika Bahari Javan
- Department of Pharmaceutics, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran
| | - Samane Bayrami
- Department of Pharmaceutics, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran
| | - Abdollah Tavassoli
- Department of Analytical chemistry, University of Mazandaran, Babolsar, Iran
| | - Amir Rezaie
- School of Dentistry, Ardabil University of Medical Sciences, Ardabil, Iran
| | - Mohsen Amini
- Department of Medicinal Chemistry, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran.,Drug Design and Development Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Abbas Kebriaee-Zadeh
- Department of Pharmacoeconomy and Pharmaceutical Administration, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran
| | - Mohammad-Reza Rouini
- Biopharmaceutics and Pharmacokinetic Division, Department of Pharmaceutics, Faculty of Pharmacy, University of Medical Sciences, Tehran, Iran
| | - Rassoul Dinarvand
- Department of Pharmaceutics, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran
| | - Morteza Rafiee-Tehrani
- Department of Pharmaceutics, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran
| | - Farid Abedin Dorkoosh
- Department of Pharmaceutics, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran.,Medical Biomaterial Research Centre (MBRC), Tehran University of Medical Sciences, Tehran, Iran
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5
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Fingolimod retains cytolytic T cells and limits T follicular helper cell infection in lymphoid sites of SIV persistence. PLoS Pathog 2019; 15:e1008081. [PMID: 31626660 PMCID: PMC6834281 DOI: 10.1371/journal.ppat.1008081] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2019] [Revised: 11/06/2019] [Accepted: 09/13/2019] [Indexed: 01/29/2023] Open
Abstract
Lymph nodes (LN) and their resident T follicular helper CD4+ T cells (Tfh) are a critical site for HIV replication and persistence. Therefore, optimizing antiviral activity in lymphoid tissues will be needed to reduce or eliminate the HIV reservoir. In this study, we retained effector immune cells in LN of cART-suppressed, SIV-infected rhesus macaques by treatment with the lysophospholipid sphingosine-1 phosphate receptor modulator FTY720 (fingolimod). FTY720 was remarkably effective in reducing circulating CD4+ and CD8+ T cells, including those with cytolytic potential, and in increasing the number of these T cells retained in LN, as determined directly in situ by histocytometry and immunohistochemistry. The FTY720-induced inhibition of T cell egress from LN resulted in a measurable decrease of SIV-DNA content in blood as well as in LN Tfh cells in most treated animals. In conclusion, FTY720 administration has the potential to limit viral persistence, including in the critical Tfh cellular reservoir. These findings provide rationale for strategies designed to retain antiviral T cells in lymphoid tissues to target HIV remission. FTY720 (fingolimod), a drug approved by the FDA for treatment of multiple sclerosis, blocks the egress of lymphocytes from the lymph node (LN). To determine whether FTY720 retention activity could improve cytolytic responses in the LN and affect SIV persistence, we studied for the first time tolerability and biological activity of two doses of FTY720 in cART-suppressed, SIV-infected rhesus macaques. FTY720 was remarkably effective in reducing circulating CD4+ and CD8+ T cells, including those with cytolytic potential, and in increasing the number of cytolytic T cells in LN. FTY720 administration reduced SIV-DNA content in blood as well as in LN Tfh cells in most of the animals. These results suggest that FTY720 limits viral persistence, including Tfh cellular reservoir, by increasing the number of cytolytic cells in the LN, critical site for HIV/SIV replication and persistence.
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6
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Okimoto A, Yamamoto R, Hirose J, Shimatani K, Koshika T, Maeda M, Hattori K, Morokata T. ASP1126, a Novel Sphingosine-1-Phosphate-Selective Agonist With a Favorable Safety Profile, Prolongs Allograft Survival in Rats and Nonhuman Primates in Combination With Tacrolimus With a Broad Safety Margin for Bradycardia. Transplant Proc 2019; 51:2081-2098. [PMID: 31399186 DOI: 10.1016/j.transproceed.2019.05.012] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2019] [Accepted: 05/07/2019] [Indexed: 11/28/2022]
Abstract
Sphingosine-1-phosphate (S1P) is a biologically active sphingolipid that acts through the members of a family of 5 G protein-coupled receptors (S1P1 to S1P5). Among these, S1P1 is a major regulator of lymphocyte trafficking. Fingolimod, whose active metabolite, fingolimod phosphate, acts as a nonselective S1P-receptor agonist, exerts its immunomodulatory effect, at least in part, by regulating lymphocyte trafficking via downregulation of S1P1 expression on lymphocytes. Here, we describe the pharmacologic profile of a novel S1P1 agonist, ASP1126. ASP1126 preferentially activated S1P1 compared to S1P3 in rat and human guanosine-5'-(γ-thio)-triphosphate (GTPγS) assays. Oral single administration of ASP1126 decreased the number of peripheral lymphocytes and repeated dosing showed a cumulative effect on lymphopenia in both rats and monkeys. ASP1126 prolonged allograft survival in a rat heterotopic heart transplantation model in combination with a subtherapeutic dose of tacrolimus that was independent of drug-drug interactions. In addition, in nonhuman primate (NHP) renal transplantation, pretreatment with ASP1126 reduced not only the number of naive T cells and central memory T cells but also effector memory T cells in the peripheral blood, all of which could contribute to acute graft rejection and prolonged allograft survival in combination with tacrolimus. Further, we confirmed that ASP1126 has a broad ranging safety margin with respect to its effect on lung weight in rats and bradycardia in NHPs, which were the adverse events found in clinical studies of fingolimod. ASP1126 with improved safety profile has the potential to be an adjunct therapy in combination with tacrolimus in clinical transplantation.
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Affiliation(s)
- Akira Okimoto
- Drug Discovery Research, Astellas Pharma Inc, Ibaraki, Japan.
| | - Rie Yamamoto
- Drug Discovery Research, Astellas Pharma Inc, Ibaraki, Japan
| | - Jun Hirose
- Drug Discovery Research, Astellas Pharma Inc, Ibaraki, Japan
| | | | | | - Masashi Maeda
- Drug Discovery Research, Astellas Pharma Inc, Ibaraki, Japan
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7
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Campagne O, Delmas A, Fouliard S, Chenel M, Chichili GR, Li H, Alderson R, Scherrmann JM, Mager DE. Integrated Pharmacokinetic/Pharmacodynamic Model of a Bispecific CD3xCD123 DART Molecule in Nonhuman Primates: Evaluation of Activity and Impact of Immunogenicity. Clin Cancer Res 2018; 24:2631-2641. [PMID: 29463552 DOI: 10.1158/1078-0432.ccr-17-2265] [Citation(s) in RCA: 47] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2017] [Revised: 10/03/2017] [Accepted: 02/15/2018] [Indexed: 11/16/2022]
Abstract
Purpose: Flotetuzumab (MGD006 or S80880) is a bispecific molecule that recognizes CD3 and CD123 membrane proteins, redirecting T cells to kill CD123-expressing cells for the treatment of acute myeloid leukemia. In this study, we developed a mathematical model to characterize MGD006 exposure-response relationships and to assess the impact of its immunogenicity in cynomolgus monkeys.Experimental Design: Thirty-two animals received multiple escalating doses (100-300-600-1,000 ng/kg/day) via intravenous infusion continuously 4 days a week. The model reflects sequential binding of MGD006 to CD3 and CD123 receptors. Formation of the MGD006/CD3 complex was connected to total T cells undergoing trafficking, whereas the formation of the trimolecular complex results in T-cell activation and clonal expansion. Activated T cells were used to drive the peripheral depletion of CD123-positive cells. Anti-drug antibody development was linked to MGD006 disposition as an elimination pathway. Model validation was tested by predicting the activity of MGD006 in eight monkeys receiving continuous 7-day infusions.Results: MGD006 disposition and total T-cell and CD123-positive cell profiles were well characterized. Anti-drug antibody development led to the suppression of T-cell trafficking but did not systematically abolish CD123-positive cell depletion. Target cell depletion could persist after drug elimination owing to the self-proliferation of activated T cells generated during the first cycles. The model was externally validated with the 7-day infusion dosing schedule.Conclusions: A translational model was developed for MGD006 that features T-cell activation and expansion as a key driver of pharmacologic activity and provides a mechanistic quantitative platform to inform dosing strategies in ongoing clinical studies. Clin Cancer Res; 24(11); 2631-41. ©2018 AACR.
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Affiliation(s)
- Olivia Campagne
- Clinical Pharmacokinetics and Pharmacometrics, Institut de Recherches Internationales Servier, Suresnes, France.,INSERM UMR-S-1144, Universités Paris Descartes-Paris Diderot, Paris, France.,Department of Pharmaceutical Sciences, University at Buffalo, State University of New York, Buffalo, New York
| | - Audrey Delmas
- Clinical Pharmacokinetics and Pharmacometrics, Institut de Recherches Internationales Servier, Suresnes, France
| | - Sylvain Fouliard
- Clinical Pharmacokinetics and Pharmacometrics, Institut de Recherches Internationales Servier, Suresnes, France
| | - Marylore Chenel
- Clinical Pharmacokinetics and Pharmacometrics, Institut de Recherches Internationales Servier, Suresnes, France
| | | | - Hua Li
- MacroGenics, Inc., Rockville, Maryland
| | | | | | - Donald E Mager
- Department of Pharmaceutical Sciences, University at Buffalo, State University of New York, Buffalo, New York.
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8
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Mi J, Zhao M, Yang S, Jia Y, Wang Y, Wang B, Jin J, Wang X, Xiao Q, Hu J, Li Y. Identification of cytochrome P450 isoforms involved in the metabolism of Syl930, a selective S1PR 1 agonist acting as a potential therapeutic agent for autoimmune encephalitis. Drug Metab Pharmacokinet 2017; 32:53-60. [DOI: 10.1016/j.dmpk.2016.07.002] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2016] [Revised: 07/06/2016] [Accepted: 07/06/2016] [Indexed: 10/21/2022]
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9
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Mi J, Zhao M, Yang S, Yang S, Jin J, Wang X, Xiao Q, Hu J, Li Y. Pharmacokinetics of H002, a novel S1PR 1 modulator, and its metabolites in rat blood using liquid chromatography-tandem mass spectrometry. Acta Pharm Sin B 2016; 6:576-583. [PMID: 27818925 PMCID: PMC5071622 DOI: 10.1016/j.apsb.2016.06.001] [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: 05/02/2016] [Revised: 05/10/2016] [Accepted: 05/10/2016] [Indexed: 11/16/2022] Open
Abstract
A rapid and sensitive liquid chromatography-tandem mass spectrometry (LC-MS/MS) method was developed and validated for the simultaneous determination of H002 and its phosphorylated metabolite, H002-P and hydroxylated metabolite H002-M, in rat blood. H001, an analogue of H002, was used as the internal standard. Blood samples were prepared by simple protein precipitation. The analytes and internal standard were separated on a Zorbax SB-C18 column with a gradient mobile phase consisting of methanol and water containing 0.1% formic acid at a flow rate of 0.2 mL/min with an operating temperature of 20 °C. The detection was performed on a triple quadrupole tandem mass spectrometer with positive electrospray ionization in multiple-reaction monitoring mode. Linear detection responses were obtained from 0.2-100 ng/mL for H002 and H002-M, while 0.5-100 ng/mL for H002-P. The intra- and inter-day precision (RSD%) was within 11.76%, with the accuracy (RE%) ranging from -9.84% to 9.12%. The analytes were shown to be stable during sample storage, preparation and analytic procedures. The method was applied to determine the pharmacokinetics of H002 in rats, and a preliminary study showed that the pharmacokinetics of H002 correlated with its biological effect on peripheral blood lymphocytes.
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10
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Inaba SI, Goto M, Tanaka-Takanaka K, Tanaka H, Tomisato W, Yuita H, Doi-Komuro H, Inoue R, Oshima K, Kagari T, Shimozato T, Izumi T. Evaluation of species difference in peripheral lymphocyte reduction effect of CS-0777, a sphingosine 1-phosphate receptor modulator, based on a pharmacokinetic/pharmacodynamic model analysis. Biopharm Drug Dispos 2016; 37:561-573. [PMID: 27764535 DOI: 10.1002/bdd.2048] [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: 07/25/2016] [Revised: 09/15/2016] [Accepted: 10/18/2016] [Indexed: 11/11/2022]
Abstract
Pharmacokinetic (PK) and pharmacodynamic (PD) modeling was conducted for the reduction of peripheral lymphocytes after oral administration of CS-0777 to healthy rats, monkeys and experimental autoimmune encephalomyelitis (EAE) induced rats. The phosphorylated active metabolite of CS-0777, M1, is a selective sphingosine 1-phosphate receptor-1 modulator. A linear one- and two-compartment model with a reversible metabolism process characterized the time courses of CS-0777 and M1 concentrations in rats and monkeys, respectively. The relationship between lymphocyte counts and M1 concentrations in blood was well described by an indirect response model in all animals examined. An Imax of 0.815 and an IC50 of 6.58 nM in healthy rats, an Imax of 0.807 and an IC50 of 5.09 nM in the EAE rats, an Imax of 0.789 and an IC50 of 0.484 nM in monkeys were estimated by the indirect PD model. Since the IC50 values calculated in terms of the unbound plasma concentration in rats and monkeys were within a similar range, after correction of the IC50 in blood described above with the blood to plasma concentration ratio and the plasma free fraction of M1, it was revealed that there is no species difference in the essential activity of M1 against lymphocyte reduction. The sensitivity of the lymphocytes to M1 was not affected by the EAE status. Comparison of the simulated lymphocyte reduction in EAE rats after multiple dosing with CS-0777 and the actual EAE clinical scores implies that the significant suppressive effect on EAE did not require the elimination of all lymphocytes from the blood. Copyright © 2016 John Wiley & Sons, Ltd.
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Affiliation(s)
- Shin-Ichi Inaba
- Drug Metabolism & Pharmacokinetics Research Laboratories, Daiichi Sankyo Co., Ltd, Tokyo, Japan
| | - Maki Goto
- Drug Metabolism & Pharmacokinetics Research Laboratories, Daiichi Sankyo Co., Ltd, Tokyo, Japan
| | - Kaoru Tanaka-Takanaka
- Drug Metabolism & Pharmacokinetics Research Laboratories, Daiichi Sankyo Co., Ltd, Tokyo, Japan
| | - Hisako Tanaka
- Center for Pharmaceutical and Biomedical Analysis, Daiichi Sankyo RD Novare Co., Ltd, Tokyo, Japan
| | - Wataru Tomisato
- Frontier Research Laboratories, Daiichi Sankyo Co., Ltd, Tokyo, Japan
| | - Hiroshi Yuita
- Oncology Research Laboratories, Daiichi Sankyo Co., Ltd, Tokyo, Japan
| | - Hiromi Doi-Komuro
- Frontier Research Laboratories, Daiichi Sankyo Co., Ltd, Tokyo, Japan
| | - Ryotaku Inoue
- Frontier Research Laboratories, Daiichi Sankyo Co., Ltd, Tokyo, Japan
| | - Keiko Oshima
- Oncology Research Laboratories, Daiichi Sankyo Co., Ltd, Tokyo, Japan
| | - Takashi Kagari
- Frontier Research Laboratories, Daiichi Sankyo Co., Ltd, Tokyo, Japan
| | | | - Takashi Izumi
- Drug Metabolism & Pharmacokinetics Research Laboratories, Daiichi Sankyo Co., Ltd, Tokyo, Japan
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Kovarik JM, Schmouder RL, Serra D, Wang Y, Wiegand H, Dilzer SC, Lasseter KC. FTY720 Pharmacokinetics in Mild to Moderate Hepatic Impairment. J Clin Pharmacol 2013; 45:446-52. [PMID: 15778425 DOI: 10.1177/0091270004274288] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
The influence of mild and moderate hepatic impairment on FTY720 pharmacokinetics was assessed. The authors enrolled 32 subjects consisting of 8 with mild and 8 with moderate hepatic impairment based on Child-Pugh criteria and 16 demographically matched control subjects. A single 1-mg oral dose of FTY720 was administered under fasting conditions. Blood, plasma, and urine samples were obtained over a 14-day period for measurement of FTY720 and metabolite concentrations and protein binding. Total blood lymphocyte counts and heart rate were serially monitored to assess pharmacologic responses to FTY720. Peak FTY720 blood concentrations were similar across groups. Oral clearance (CL/F) was reduced 10% in mild hepatic impairment (P = .493) and 31% in moderate hepatic impairment (P = .034). There were no significant differences in blood exposure to the hexanoic or butanoic acid metabolites among groups. The effect of FTY720 on blood lymphocytes was similar across groups, with a mean decrease of 44% from the predose value. Like-wise, the effect of FTY720 on supine heart rate was similar across groups, with a mean 13% decrease from the predose rate occurring 2 to 4 hours postdose and recovering within 1 to 2 days. Although hepatic impairment elicited changes in the disposition of FTY720, the magnitude of these changes suggests that the FTY720 dose does not need to be adjusted in mild or moderate hepatic-impaired patients.
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Affiliation(s)
- J M Kovarik
- Novartis Pharma, Building WSJ 27.P081, 4002 Basel, Switzerland
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Rohatagi S, Zahir H, Moberly JB, Truitt KE, Inaba SI, Shimozato T, Carrothers TJ. Use of an Exposure-Response Model to Aid Early Drug Development of an Oral Sphingosine 1-Phosphate Receptor Modulator. J Clin Pharmacol 2013; 49:50-62. [DOI: 10.1177/0091270008325672] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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13
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Discovery of fingolimod, the sphingosine 1-phosphate receptor modulator and its application for the therapy of multiple sclerosis. Future Med Chem 2012; 4:771-81. [PMID: 22530640 DOI: 10.4155/fmc.12.25] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
Fingolimod (FTY720) is a first-in-class, orally active, sphingosine 1-phosphate (S1P)-receptor modulator with a structure closely related to sphingosine. The compound was discovered by chemical modification of a natural product, myriocin. Phosphorylated form of FTY720 acts as a functional antagonist at S1P receptor type 1 (S1P(1)), inhibits lymphocyte egress from secondary lymphoid organs and shows immunomodulating effects. Phase III studies in multiple sclerosis demonstrated that oral FTY720 had superior efficacy compared with intramuscular IFN-β1a (AVONEX(®)) with regard to reducing the rate of relapse and the number of inflammatory lesions in the CNS. FTY720 has been approved as a new therapeutic drug for multiple sclerosis in more than 50 countries, including the USA, Japan and some of those in the EU.
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14
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Fingolimod for Multiple Sclerosis: Mechanism of Action, Clinical Outcomes, and Future Directions. Curr Neurol Neurosci Rep 2011; 11:492-7. [DOI: 10.1007/s11910-011-0216-9] [Citation(s) in RCA: 49] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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15
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Maeda Y, Kataoka H, Seki N, Koyama M, Kakimoto T, Fukunari A, Sugahara K, Chiba K. FTY720 induces the sequestration of circulating lymphocytes into the bone marrow in alymphoplasia mice. Inflamm Regen 2010. [DOI: 10.2492/inflammregen.30.186] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
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Chiba K. [New therapeutic approach for autoimmune diseases by the sphingosine 1-phosphate receptor modulator, fingolimod (FTY720)]. YAKUGAKU ZASSHI 2009; 129:655-65. [PMID: 19483408 DOI: 10.1248/yakushi.129.655] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Fingolimod (FTY720) is the first substance in the new immunomodulator class called sphingosine 1-phosphate (S1P) receptor modulators. We isolated an immunosuppressive natural product, myrocin, from the culture broth of Isaria sinclairii, a kind of vegetative wasp. The chemical modification of myriocin yielded a new compound, FTY720, which has more potent immunosuppressive activity and less toxicity than myriocin. FTY720 has been shown to be highly effective in experimental allograft models and autoimmune disease models such as autoimmune encephalomyelitis, collagen-induced arthritis, and lupus nephritis. The most striking feature of FTY720 is the induction of a marked decrease in peripheral blood lymphocytes at doses that show immunosuppressive activity in these models. FTY720 is rapidly converted to FTY720-phosphate (FTY720-P) by sphingosine kinases. FTY720-P acts as a potent agonist at S1P receptor type 1 (S1P(1)), internalizes S1P(1) on lymphocytes, and inhibits the migration of lymphocytes toward S1P. It is highly likely that the reduction of peripheral blood lymphocytes by FTY720 is due to the inhibition of S1P(1)-dependent lymphocyte egress from secondary lymphoid organs and thymus. Recently, it has been reported that FTY720 exerted considerable therapeutic effects in a placebo-controlled clinical trail involving patients with relapsing multiple sclerosis. Patients who received FTY720 orally had a significant reduction in the clinical disease activity, the number of lesions in the central nervous system, and the relapse rates. Since FTY720 possesses a new mechanism of action that has not been observed with other immunosuppressive agents, it is believed that FTY720 provides a new therapeutic approach for autoimmune diseases including multiple sclerosis.
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Affiliation(s)
- Kenji Chiba
- Pharmacology Laboratory, Research Division, Mitsubishi Tanabe Pharma Corporation, Yokohama, Japan.
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Hiestand PC, Rausch M, Meier DP, Foster CA. Ascomycete derivative to MS therapeutic: S1P receptor modulator FTY720. PROGRESS IN DRUG RESEARCH. FORTSCHRITTE DER ARZNEIMITTELFORSCHUNG. PROGRES DES RECHERCHES PHARMACEUTIQUES 2008; 66:361, 363-81. [PMID: 18416311 DOI: 10.1007/978-3-7643-8595-8_8] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Fingolimod (FTY720) represents the first in a new class of immune-modulators whose target is sphingosine-1-phosphate (S1P) receptors. It was first identified by researchers at Kyoto University and Yoshitomi Pharmaceutical as a chemical derivative of the ascomycete metabolite ISP-1 (myriocin). Unlike its natural product parent, FTY720 does not interfere with sphingolipid biosynthesis. Instead, its best characterized mechanism of action upon in vivo phosphorylation, leading to the active principle FTY720-P, is the rapid and reversible inhibition of lymphocyte egress from peripheral lymph nodes. As a consequence of S1P1 receptor internalization, tissue-damaging T-cells can not recirculate and infiltrate sites of inflammation such as the central nervous system (CNS). Furthermore, FTY720-P modulation of S1P receptor signaling also enhances endothelial barrier function. Due to its mode of action, FTY720 effectively prevents transplant rejection and is active in various autoimmune disease models. The most striking efficacy is in the multiple sclerosis (MS) model of experimental autoimmune encephalomyelitis, which has now been confirmed in the clinic. FTY720 demonstrated promising results in Phase II trials and recently entered Phase III in patients with relapsing MS. Emerging evidence suggests that its efficacy in the CNS extends beyond immunomodulation to encompass other aspects of MS pathophysiology, including an influence on the blood-brain-barrier and glial repair mechanisms that could ultimately contribute to restoration of nerve function. FTY720 may represent a potent new therapeutic modality in MS, combined with the benefit of oral administration.
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Zhang Z, Zhang ZY, Fauser U, Schluesener HJ. FTY720 ameliorates experimental autoimmune neuritis by inhibition of lymphocyte and monocyte infiltration into peripheral nerves. Exp Neurol 2008; 210:681-90. [PMID: 18261728 DOI: 10.1016/j.expneurol.2007.12.025] [Citation(s) in RCA: 52] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2007] [Revised: 12/02/2007] [Accepted: 12/21/2007] [Indexed: 10/22/2022]
Abstract
Experimental autoimmune neuritis (EAN) is a T cell-mediated autoimmune demyelinating inflammatory disease of the peripheral nervous system (PNS). T cells and macrophages are essential for the initiation and development of EAN. FTY720 acts as an agonist of sphingosine-1-phosphate receptors, resulting in inhibition of lymphocyte egress from secondary lymphoid tissues and thymocytes from thymus. This investigation describes the immunosuppressive effects of FTY720 in EAN, the animal model of autoimmune neuropathies. FTY720 (1 mg/kg body weight) completely suppressed paraparesis if administrated from the day of immunization. Furthermore, FTY720 greatly reduced the severity and duration of EAN even when administrated after the appearance of the first neurological sign. T cell, B cell, and macrophage infiltration and demyelination of sciatic nerves were significantly decreased in FTY720-treated EAN. Therefore, FTY720 might be a potential candidate for treatment of inflammatory neuropathies.
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Affiliation(s)
- Zhiren Zhang
- Institute of Brain Research, University of Tuebingen, Calwer Street 3, D-72076 Tuebingen, Germany.
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Liu L, Wang C, He X, Shang W, Bi Y, Wang D. Long-term effect of FTY720 on lymphocyte count and islet allograft survival in mice. Microsurgery 2007; 27:300-4. [PMID: 17477424 DOI: 10.1002/micr.20360] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
This study was performed to observe the long-term effect of FTY720 on lymphocyte count change and islet allograft survival. Diabetic C57BL/6 mice were given FTY720 (group 1, 0.5 mg/kg/day; group 2, 1.0 mg/kg/day) or its vehicle (group 3, controls) after transplantation. Median graft survival time was prolonged in a dose-dependent manner (group 1, 84.5 days; group 2, >100 days, and group 3, 10 days, P < 0.01). Peripheral blood lymphocytes in groups 1 and 2 decreased to 23.81% and 12.59% compared with control group after FTY720 treatment. Lymphocytes from mesenteric lymph nodes and axillary nodes in groups 1 and 2 significantly increased on day 5, but decreased on day 14. Lymphocyte infiltration to the graft site was attenuated in groups 1 and 2. In conclusion, continuous FTY720 administration can induce and maintain lymphopenia, and inhibit lymphocytes from infiltrating the graft site so as to prolong islet allograft survival in mice.
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Affiliation(s)
- Longshan Liu
- Organ Transplant Center, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, China
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20
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Meno-Tetang GML, Li H, Mis S, Pyszczynski N, Heining P, Lowe P, Jusko WJ. Physiologically based pharmacokinetic modeling of FTY720 (2-amino-2[2-(-4-octylphenyl)ethyl]propane-1,3-diol hydrochloride) in rats after oral and intravenous doses. Drug Metab Dispos 2006; 34:1480-7. [PMID: 16751263 DOI: 10.1124/dmd.105.009001] [Citation(s) in RCA: 114] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
FTY720 (2-amino-2[2-(-4-octylphenyl)ethyl]propane-1,3-diol hydrochloride) is a new sphingosine-1-phosphate receptor agonist being developed for multiple sclerosis and prevention of solid organ transplant rejection. A physiologically based pharmacokinetic model was developed to predict the concentration of FTY720 in various organs of the body. Single oral and intravenous doses of FTY720 were administered to male Wistar rats, with blood and tissue sampling over 360 h analyzed by liquid chromatography/tandem mass spectrometry. A well stirred model (perfusion rate-limited) described FTY720 kinetics in heart, lungs, spleen, muscle, kidneys, bone, and liver, with a permeability rate-limited model being required for brain, thymus, and lymph nodes. Tissue-to-blood partition coefficients (RT) ranged from 4.69 (muscle) to 41.4 (lungs). In lymph nodes and spleen, major sites for FTY720-induced changes in sequestration of lymphocytes, RT values were 22.9 and 34.7, respectively. Permeability-surface area products for brain, thymus, and lymph nodes were 39.3, 122, and 176 ml/min. Intrinsic hepatic clearance was 23,145 l/h/kg for the free drug in blood (f(ub) 0.000333); systemic clearance was 0.748 l/h/kg and terminal half-life was 23.4 h. The fraction orally absorbed was 71%. The model characterized well FTY720 disposition for this extensive dosing and tissue collection study in the rat. On scaling the model to dogs and humans, good agreement was found between the actual and predicted blood concentration-time profiles. More importantly, brain concentrations in dogs were well predicted from those of the rat. In absolute terms, the predictions were slightly lower than observed values, just under a 1.5-fold deviation, but the model accurately predicted the terminal elimination of FTY720 from the brain.
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Skerjanec A, Tedesco H, Neumayer HH, Cole E, Budde K, Hsu CH, Schmouder R. FTY720, a novel immunomodulator in de novo kidney transplant patients: pharmacokinetics and exposure-response relationship. J Clin Pharmacol 2006; 45:1268-78. [PMID: 16239360 DOI: 10.1177/0091270005279799] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
The pharmacokinetics, safety, and preliminary efficacy of FTY720, a novel immunomodulator, were examined in de novo renal transplant patients. Both noncompartmental and population methods were used to estimate pharmacokinetic estimates in the patients. The steady-state plasma concentrations of FTY720 increased in accordance with maintenance dose level, indicating linearity in clearance and volume of distribution over the 0.25- to 2.5-mg dose range. The pharmacokinetics of FTY720 in de novo renal transplant patients were characterized by the long terminal phase half-life of approximately 200 hours across doses, high volume of distribution (>3000 L), and low clearance (10.8 L/h). The intersubject variation of clearance was 55%, and the intrasubject variation of FTY720 concentrations was 28%. The population analysis revealed significant positive relationships between baseline alkaline phosphatase and clearance, as well as between baseline body weight on apparent volume of distribution. There was no relationship between FTY720 concentrations within a given FTY720 dose cohort and the rate of allograft rejection.
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Affiliation(s)
- Andrej Skerjanec
- Novartis Pharmaceuticals Corporation, One Health Plaza, East Hanover, NJ 07936, USA.
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Chiba K. FTY720, a new class of immunomodulator, inhibits lymphocyte egress from secondary lymphoid tissues and thymus by agonistic activity at sphingosine 1-phosphate receptors. Pharmacol Ther 2005; 108:308-19. [PMID: 15951022 DOI: 10.1016/j.pharmthera.2005.05.002] [Citation(s) in RCA: 238] [Impact Index Per Article: 11.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2005] [Accepted: 05/04/2005] [Indexed: 01/10/2023]
Abstract
FTY720 is the first of a new immunomodulator class: sphingosine 1-phosphate (S1P) receptor agonist. In 1994, an immunosuppressive natural product, ISP-I (myriocin), was isolated from the culture broth of Isaria sinclairii, a type of vegetative wasp. The chemical modification of ISP-I yielded a new compound, FTY720, which has more potent immunosuppressive activity and less toxicity than ISP-I does. FTY720 has been shown to be highly effective in experimental allotransplantation models and autoimmune disease models. A striking feature of FTY720 is the induction of a marked decrease in peripheral blood T- and B-cells at doses that show immunosuppressive activity in these models. Reportedly, FTY720 is rapidly converted to FTY720-phosphate (FTY720-P) by sphingosine kinase 2 in vivo, and FTY720-P acts as a potent agonist at S1P receptors. Recently, it has been suggested that FTY720-P internalizes S1P1 on lymphocytes and thereby inhibits the migration of lymphocytes toward S1P. Thus, it is likely that the reduction of circulating lymphocytes by FTY720 is due to the inhibition of S1P/S1P1-dependent lymphocyte egress from secondary lymphoid tissues and thymus. Because FTY720 displays a novel mechanism of action that has not been observed with other immunosuppressive agents and shows a synergism with cyclosporin A (CsA) and tacrolimus, it is presumed that FTY720 provides a useful tool for the prevention of transplant rejection and a new therapeutic approach for autoimmune diseases including multiple sclerosis and rheumatoid arthritis.
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Affiliation(s)
- Kenji Chiba
- Research Laboratory III (Immunology), Pharmaceuticals Research Unit, Research and Development Division, Mitsubishi Pharma Corporation, Japan.
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Meno-Tetang GML, Lowe PJ. On the Prediction of the Human Response: A Recycled Mechanistic Pharmacokinetic/Pharmacodynamic Approach. Basic Clin Pharmacol Toxicol 2005; 96:182-92. [PMID: 15733213 DOI: 10.1111/j.1742-7843.2005.pto960307.x] [Citation(s) in RCA: 91] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Although it is routine to predict the blood or plasma pharmacokinetics of compounds for man based upon preclinical studies, the real value of such predictions only comes when linked to drug effects. In the first example, the immunomodulator, FTY720, the first sphingosine-1-phosphate receptor agonist, stimulates the sequestration of lymphocytes into lymph nodes thus removing cells from blood circulation. A prior physiology-based pharmacokinetic model fitted the concentration-time course of FTY720 in rats. This was connected to an indirect response model of the lymphocyte system to characterise the cell trafficking effects. The IC(50) of FTY720 was different in the rat compared with the monkey; man was assumed to be similar to the monkey. The systemic lymphocyte half-lives were also different between species. To make predictions of the pharmacodynamic behaviour for man, two elements are required, i) systemic exposure, in this case from an upscaled physiology based model, and ii) an estimate of lymphocyte turnover in man, gained from the literature from other drug treatments. Predictions compared well with clinical results. The second example is the monoclonal antibody Xolair, designed to bind immunoglobulin E for atopic diseases. A mechanism based two-site binding model described the kinetics of both Xolair and endogenous IgE. This model has been reused for other monoclonal antibodies designed to bind fluid-phase ligands. Sensitivity analysis shows that if differences across species in the kinetics of the endogenous system are not accounted for, then pharmacokinetic/pharmacodynamic models may give misleading predictions of the time course and extent of the response.
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Affiliation(s)
- Guy M L Meno-Tetang
- Modelling & Simulation, Clinical Development & Medical Affairs, Novartis Pharma AG, 4002 Basel, Switzerland
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Gräler MH, Goetzl EJ. The immunosuppressant FTY720 down-regulates sphingosine 1-phosphate G-protein-coupled receptors. FASEB J 2004; 18:551-3. [PMID: 14715694 DOI: 10.1096/fj.03-0910fje] [Citation(s) in RCA: 436] [Impact Index Per Article: 20.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
FTY720 is an immunosuppressant that reduces circulating levels of naïve lymphocytes by increasing their localization and sequestration in secondary lymphoid organs. It is considered to be an agonist for sphingosine 1-phosphate (S1P) G protein-coupled receptors (GPCRs) after phosphorylation at micromolar concentrations. We now describe its nonagonist and noncompetitive inhibitory activity at low nanomolar concentrations for types 1 and 5 S1P-GPCRs and of moderate potency for type 2 S1P-GPCRs. FTY720 blocks S1P signaling through S1P1,2,5 by inducing their internalization and intracellular partial degradation without affecting S1P3 or S1P4. S1P-R internalization is maximal several hours after only seconds of incubation with FTY720 at 37 degrees C and washing, and continues for days before recovery of surface expression and functions. The timing and extent of S1P-R internalization are highly dependent on FTY720 concentration. FTY720 is therefore an S1P-GPCR-selective and noncompetitive inhibitor with a unique mechanism of action.
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Affiliation(s)
- Markus H Gräler
- University of California, Room UB-8B, UC Box 0711, 533 Parnassus Ave., San Francisco, CA 94143-0711, USA.
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Abstract
Pharmacodynamics is the study of the time course of pharmacological effects of drugs. The field of pharmacodynamic modeling has made many advances, due in part to the relatively recent development of basic and extended mechanism-based models. The purpose of this article is to describe the classic as well as contemporary approaches, with an emphasis on pertinent equations and salient model features. In addition, current methods of integrating various system complexities into these models are discussed. Future pharmacodynamic models will most likely reflect an assembly of the basic components outlined in this review.
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Affiliation(s)
- Donald E Mager
- Department of Pharmaceutical Sciences, School of Pharmacy and Pharmaceutical Sciences, University at Buffalo, State University of New York, Buffalo, New York 14260, USA
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