Your browser doesn't support javascript.
loading
Show: 20 | 50 | 100
Results 1 - 20 de 37
Filter
1.
Angew Chem Int Ed Engl ; 56(51): 16218-16222, 2017 12 18.
Article in English | MEDLINE | ID: mdl-29073340

ABSTRACT

Targeting of the human ribosome is an unprecedented therapeutic modality with a genome-wide selectivity challenge. A liver-targeted drug candidate is described that inhibits ribosomal synthesis of PCSK9, a lipid regulator considered undruggable by small molecules. Key to the concept was the identification of pharmacologically active zwitterions designed to be retained in the liver. Oral delivery of the poorly permeable zwitterions was achieved by prodrugs susceptible to cleavage by carboxylesterase 1. The synthesis of select tetrazole prodrugs was crucial. A cell-free in vitro translation assay containing human cell lysate and purified target mRNA fused to a reporter was used to identify active zwitterions. In vivo PCSK9 lowering by oral dosing of the candidate prodrug and quantification of the drug fraction delivered to the liver utilizing an oral positron emission tomography 18 F-isotopologue validated our liver-targeting approach.


Subject(s)
Liver/drug effects , PCSK9 Inhibitors , Proprotein Convertase 9/biosynthesis , Small Molecule Libraries/pharmacology , Dose-Response Relationship, Drug , Hepatocytes/drug effects , Hepatocytes/metabolism , Humans , Liver/enzymology , Liver/metabolism , Molecular Structure , Proprotein Convertase 9/metabolism , Small Molecule Libraries/chemistry , Structure-Activity Relationship
2.
Drug Metab Dispos ; 44(3): 356-64, 2016 Mar.
Article in English | MEDLINE | ID: mdl-26700958

ABSTRACT

Because of the importance of intracellular unbound drug concentrations in the prediction of in vivo concentrations that are determinants of drug efficacy and toxicity, a number of assays have been developed to assess in vitro unbound concentrations of drugs. Here we present a rapid method to determine the intracellular unbound drug concentrations in cultured cells, and we apply the method along with a mechanistic model to predict concentrations of metformin in subcellular compartments of stably transfected human embryonic kidney 293 (HEK293) cells. Intracellular space (ICS) was calculated by subtracting the [(3)H]-inulin distribution volume (extracellular space, ECS) from the [(14)C]-urea distribution volume (total water space, TWS). Values obtained for intracellular space (mean ± S.E.M.; µl/10(6) cells) of monolayers of HEK cells (HEK-empty vector [EV]) and cells overexpressing human organic cation transporter 1 (HEK-OCT1), 1.21± 0.07 and 1.25±0.06, respectively, were used to determine the intracellular metformin concentrations. After incubation of the cells with 5 µM metformin, the intracellular concentrations were 26.4 ± 7.8 µM and 268 ± 11.0 µM, respectively, in HEK-EV and HEK-OCT1. In addition, intracellular metformin concentrations were lower in high K(+) buffer (140 mM KCl) compared with normal K(+) buffer (5.4 mM KCl) in HEK-OCT1 cells (54.8 ± 3.8 µM and 198.1 ± 11.2 µM, respectively; P < 0.05). Our mechanistic model suggests that, depending on the credible range of assumed physiologic values, the positively charged metformin accumulates to particularly high levels in endoplasmic reticulum and/or mitochondria. This method together with the computational model can be used to determine intracellular unbound concentrations and to predict subcellular accumulation of drugs in other complex systems such as primary cells.


Subject(s)
Metformin/metabolism , Organic Cation Transporter 1/metabolism , Biological Transport/physiology , Cell Line , Endoplasmic Reticulum/metabolism , HEK293 Cells , Humans , Mitochondria/metabolism , Transfection/methods
3.
Pharm Res ; 33(12): 3021-3030, 2016 12.
Article in English | MEDLINE | ID: mdl-27620173

ABSTRACT

PURPOSE: To assess the utility of Extended Clearance Classification System (ECCS) in understanding absorption, distribution, metabolism, and elimination (ADME) attributes and enabling victim drug-drug interaction (DDI) predictions. METHODS: A database of 368 drugs with relevant ADME parameters, main metabolizing enzymes, uptake transporters, efflux transporters, and highest change in exposure (%AUC) in presence of inhibitors was developed using published literature. Drugs were characterized according to ECCS using ionization, molecular weight and estimated permeability. RESULTS: Analyses suggested that ECCS class 1A drugs are well absorbed and systemic clearance is determined by metabolism mediated by CYP2C, esterases, and UGTs. For class 1B drugs, oral absorption is high and the predominant clearance mechanism is hepatic uptake mediated by OATP transporters. High permeability neutral/basic drugs (class 2) showed high oral absorption, with metabolism mediated generally by CYP3A, CYP2D6 and UGTs as the predominant clearance mechanism. Class 3A/4 drugs showed moderate absorption with dominant renal clearance involving OAT/OCT2 transporters. Class 3B drugs showed low to moderate absorption with hepatic uptake (OATPs) and/or renal clearance as primary clearance mechanisms. The highest DDI risk is typically seen with class 2/1B/3B compounds manifested by inhibition of either CYP metabolism or active hepatic uptake. Class 2 showed a wider range in AUC change likely due to a variety of enzymes involved. DDI risk for class 3A/4 is small and associated with inhibition of renal transporters. CONCLUSIONS: ECCS provides a framework to project ADME profiles and further enables prediction of victim DDI liabilities in drug discovery and development.


Subject(s)
Computer Simulation , Databases, Chemical , Models, Biological , Pharmaceutical Preparations/chemistry , Adsorption , Drug Discovery , Drug Interactions , Humans , Ions , Kidney/metabolism , Kinetics , Liver/metabolism , Molecular Weight , Permeability , Pharmaceutical Preparations/classification , Pharmaceutical Preparations/metabolism
4.
Drug Metab Dispos ; 42(10): 1599-610, 2014 Oct.
Article in English | MEDLINE | ID: mdl-25024402

ABSTRACT

In this work, we leverage a mathematical model of the underlying physiochemical properties of tissues and physicochemical properties of molecules to support the development of hepatoselective glucokinase activators. Passive distribution is modeled via a Fick-Nernst-Planck approach, using in vitro experimental data to estimate the permeability of both ionized and neutral species. The model accounts for pH and electrochemical potential across cellular membranes, ionization according to Henderson-Hasselbalch, passive permeation of the neutral species using Fick's law, and passive permeation of the ionized species using the Nernst-Planck equation. The mathematical model of the physiochemical system allows derivation of a single set of parameters governing the distribution of drug molecules across multiple conditions both in vitro and in vivo. A case study using this approach in the development of hepatoselective glucokinase activators via organic anion-transporting polypeptide-mediated hepatic uptake and impaired passive distribution to the pancreas is described. The results for these molecules indicate the permeability penalty of the ionized form is offset by its relative abundance, leading to passive pancreatic exclusion according to the Nernst-Planck extension of Fickian passive permeation. Generally, this model serves as a useful construct for drug discovery scientists to understand subcellular exposure of acids or bases using specific physiochemical properties.


Subject(s)
Drug Design , Enzyme Activators/pharmacokinetics , Glucokinase/metabolism , Imidazoles/pharmacokinetics , Liver/metabolism , Models, Biological , Muscles/metabolism , Nicotinic Acids/pharmacokinetics , Pancreas/metabolism , Animals , Biological Transport, Active , Cell Line , Enzyme Activators/chemistry , Humans , Hydrogen-Ion Concentration , Imidazoles/chemistry , Liver/drug effects , Molecular Structure , Muscles/drug effects , Niacin/analogs & derivatives , Niacin/chemistry , Niacin/pharmacokinetics , Nicotinic Acids/chemistry , Pancreas/drug effects , Permeability , Rats , Tissue Distribution
5.
Front Pharmacol ; 14: 1158091, 2023.
Article in English | MEDLINE | ID: mdl-37637423

ABSTRACT

Introduction: The cannabinoid receptor (CBR) subtypes 1 (CB1R) and 2 (CB2R) are key components of the endocannabinoid system (ECS), playing a central role in the control of peripheral pain, inflammation and the immune response, with further roles in the endocrine regulation of food intake and energy balance. So far, few medicines targeting these receptors have reached the clinic, suggesting that a better understanding of the receptor signalling properties of existing tool compounds and clinical candidates may open the door to the development of more effective and safer treatments. Both CB1R and CB2R are Gαi protein-coupled receptors but detecting Gαi protein signalling activity reliably and reproducibly is challenging. This is due to the inherent variability in live cell-based assays and restrictions around the use of radioactive [35S]-GTPγS, a favoured technology for developing higher-throughput membrane-based Gαi protein activity assays. Methods: Here, we describe the development of a membrane-based Gαi signalling system, produced from membrane preparations of HEK293TR cells, stably overexpressing CB1R or CB2R, and components of the Gαi-CASE biosensor. This BRET-based system allows direct detection of Gαi signalling in both cells and membranes by monitoring bioluminescence resonance energy transfer (BRET) between the α and the ßγ subunits. Cells and membranes were subject to increasing concentrations of reference cannabinoid compounds, with 10 µM furimazine added to generate RET signals, which were detected on a PHERAstar FSX plate reader, then processed using MARS software and analysed in GraphPad PRISM 9.2. Results: In membranes expressing the Gi-CASE biosensor, the cannabinoid ligands profiled were found to show agonist and inverse agonist activity. Agonist activity elicited a decrease in the BRET signal, indicative of receptor activation and G protein dissociation. Inverse agonist activity caused an increase in BRET signal, indicative of receptor inactivation, and the accumulation of inactive G protein. Our membrane-based Gi-CASE NanoBRET system successfully characterised the potency (pEC50) and efficacy (Emax) of CBR agonists and inverse agonists in a 384-well screening format. Values obtained were in-line with whole-cell Gi-CASE assays and consistent with literature values obtained in the GTPγS screening format. Discussion: This novel, membrane-based Gαi protein activation assay is applicable to other Gαi-coupled GPCRs, including orphan receptors, allowing real-time higher-throughput measurements of receptor activation.

6.
Bioorg Med Chem Lett ; 22(8): 2738-43, 2012 Apr 15.
Article in English | MEDLINE | ID: mdl-22445286

ABSTRACT

A novel series of spirocyclic derivatives was synthesized and evaluated as NPY Y5R antagonists for the treatment of obesity. Cis and trans analogs 7a and 8a were equipotent in a Y5R binding assay (K(i)'s ≤ 1 nM) and displayed good stability in human and rat liver microsome preparations. Compound 7a failed to demonstrate weight loss activity in a diet-induced obese (DIO) rat model at unbound drug levels in the brain that exceeded the Y5R K(i) value by 25-fold over a 24-h time-period.


Subject(s)
Anti-Obesity Agents , Drug Discovery , Receptors, Neuropeptide Y/antagonists & inhibitors , Spiro Compounds/chemical synthesis , Spiro Compounds/pharmacology , Animals , Anti-Obesity Agents/chemistry , Anti-Obesity Agents/pharmacology , Cyclohexanes/pharmacology , Disease Models, Animal , Drug Stability , Humans , Microsomes, Liver/drug effects , Molecular Structure , Protein Binding/drug effects , Pyrazoles/pharmacology , Rats , Spiro Compounds/chemistry
7.
Bioorg Med Chem Lett ; 22(8): 2943-7, 2012 Apr 15.
Article in English | MEDLINE | ID: mdl-22424974

ABSTRACT

New cholecystokinin-1 receptor (CCK1R) agonist 'triggers' were identified using iterative library synthesis. Structural activity relationship studies led to the discovery of compound 10e, a potent CCK1R agonist that demonstrated robust weight loss in a diet-induced obese rat model with very low systemic exposure. Pharmacokinetic data suggest that efficacy is primarily driven through activation of CCK1R's located within the intestinal wall.


Subject(s)
Amides/chemical synthesis , Drug Discovery , Piperidines/chemical synthesis , Receptor, Cholecystokinin A/agonists , Amides/chemistry , Amides/pharmacology , Animals , Cells, Cultured , Disease Models, Animal , Humans , Inhibitory Concentration 50 , Male , Mice , Mice, Obese , Piperidines/chemistry , Piperidines/pharmacology , Protein Binding/drug effects , Rats , Rats, Sprague-Dawley , Structure-Activity Relationship , Weight Loss/drug effects
8.
Drug Metab Dispos ; 39(12): 2191-208, 2011 Dec.
Article in English | MEDLINE | ID: mdl-21875952

ABSTRACT

1-(8-(2-Chlorophenyl)-9-(4-chlorophenyl)-9H-purin-6-yl)-4-(ethylamino)piperidine-4-carboxamide (CP-945,598) is an orally active antagonist of the cannabinoid CB-1 receptor that progressed into phase 3 human clinical trials for the treatment of obesity. In this study, we investigated the metabolic fate and disposition of CP-945,598 in rats, Tg-RasH2 mice, and dogs after oral administration of a single dose of [(14)C]CP-945,598. Total mean recoveries of the radioactive dose were 97.7, 97.8, and 99.3% from mice, rats, and dogs, respectively. The major route of excretion in all three species was via the feces, but on the basis of separate studies in bile duct-cannulated rats and dogs, this probably reflects excretion in bile rather than incomplete absorption. CP-945,598 underwent extensive metabolism in all three species, because no unchanged parent compound was detected in the urine across species. The primary metabolic pathway of CP-945,598 involved N-deethylation to form an N-desethyl metabolite (M1). M1 was subsequently metabolized by amide hydrolysis, oxidation, and ribose conjugation to numerous novel and unusual metabolites. The major circulating and excretory metabolites were species-dependent; however, several common metabolites were observed in more than one species. In addition to parent compound, M1, M3, M4, and M5 in rats, M1, M3, and M4 in mice, and M1 and M2 in dogs were identified as the major circulating metabolites. Gender-related differences were also apparent in the quantitative and qualitative nature of the metabolites in rats. An unprecedented metabolite, M4, formed by deamidation of M1 or M3 (N-hydroxy-M1), but not by decarboxylation of M2, was identified in all species. M4 was nonenzymatically converted to M5.


Subject(s)
Piperidines/pharmacokinetics , Purines/pharmacokinetics , Receptor, Cannabinoid, CB1/antagonists & inhibitors , Administration, Oral , Animals , Chromatography, High Pressure Liquid , Dogs , Feces , Female , Male , Mice , Mice, Transgenic , Piperidines/administration & dosage , Purines/administration & dosage , Rats , Rats, Sprague-Dawley , Tandem Mass Spectrometry
9.
Drug Metab Dispos ; 39(7): 1270-7, 2011 Jul.
Article in English | MEDLINE | ID: mdl-21474681

ABSTRACT

Species independence of brain tissue binding was assessed with a large number of structurally diverse compounds using equilibrium dialysis with brain homogenates of seven species and strains (Wistar Han rat, Sprague-Dawley rat, CD-1 mouse, Hartley guinea pig, beagle dog, cynomolgus monkey, and human). The results showed that the fractions unbound of the seven species and strains were strongly correlated with correlation coefficients ranging from 0.93 to 0.99. The cross-species/strain correlations were not significantly different from the interassay correlation with the same species. The linear correlation between Wistar Han and other species had a slope close to 1 and an intercept near 0. Based on orthogonal statistical analysis, no correction is needed for extrapolation of fraction unbound from Wistar Han rat to the other species or strains. Hence, brain tissue binding of Wistar Han rat can be used to obtain binding of other species and strains in drug discovery.


Subject(s)
Brain/metabolism , Animals , Dogs , Guinea Pigs , Humans , Macaca fascicularis , Mice , Rats , Species Specificity
10.
Biochem Biophys Res Commun ; 394(2): 366-71, 2010 Apr 02.
Article in English | MEDLINE | ID: mdl-20211605

ABSTRACT

Cannabinoid CB(1) receptor antagonists exhibit pharmacologic properties favorable for the treatment of metabolic disease. CP-945,598 (1-[9-(4-chlorophenyl)-8-(2-chlorophenyl)-9H-purin-6-yl]-4-ethylamino piperidine-4-carboxylic acid amide hydrochloride) is a recently discovered selective, high affinity, competitive CB(1) receptor antagonist that inhibits both basal and cannabinoid agonist-mediated CB(1) receptor signaling in vitro and in vivo. CP-945,598 exhibits sub-nanomolar potency at human CB(1) receptors in both binding (K(i)=0.7 nM) and functional assays (K(i)=0.2 nM). The compound has low affinity (K(i)=7600 nM) for human CB(2) receptors. In vivo, CP-945,598 reverses four cannabinoid agonist-mediated CNS-driven responses (hypo-locomotion, hypothermia, analgesia, and catalepsy) to a synthetic cannabinoid receptor agonist. CP-945,598 exhibits dose and concentration-dependent anorectic activity in two models of acute food intake in rodents, fast-induced re-feeding and spontaneous, nocturnal feeding. CP-945,598 also acutely stimulates energy expenditure in rats and decreases the respiratory quotient indicating a metabolic switch to increased fat oxidation. CP-945,598 at 10mg/kg promoted a 9%, vehicle adjusted weight loss in a 10 day weight loss study in diet-induced obese mice. Concentration/effect relationships combined with ex vivo brain CB(1) receptor occupancy data were used to evaluate efficacy in behavioral, food intake, and energy expenditure studies. Together, these in vitro, ex vivo, and in vivo data indicate that CP-945,598 is a novel CB(1) receptor competitive antagonist that may further our understanding of the endocannabinoid system.


Subject(s)
Anti-Obesity Agents/pharmacology , Obesity/drug therapy , Piperidines/pharmacology , Purines/pharmacology , Receptor, Cannabinoid, CB1/antagonists & inhibitors , Animals , Anti-Obesity Agents/therapeutic use , Body Weight/drug effects , Cell Line , Eating/drug effects , Humans , Male , Mice , Mice, Inbred C57BL , Oxygen Consumption , Piperidines/therapeutic use , Purines/therapeutic use , Rats , Rats, Sprague-Dawley
12.
BMC Pharmacol ; 10: 9, 2010 Aug 16.
Article in English | MEDLINE | ID: mdl-20712891

ABSTRACT

BACKGROUND: Cannabinoid 1 (CB1) receptor antagonists exhibit pharmacological properties favorable for the treatment of obesity and other related metabolic disorders. CE-178253 (1-[7-(2-Chlorophenyl)-8-(4-chlorophenyl)-2-methylpyrazolo[1,5-a]-[1,3,5]triazin-4-yl]-3-ethylaminoazetidine-3-carboxylic acid hydrochloride) is a recently discovered selective centrally-acting CB1 receptor antagonist. Despite a large body of knowledge on cannabinoid receptor antagonists little data exist on the quantitative pharmacology of this therapeutic class of drugs. The purpose of the current studies was to evaluate the quantitative pharmacology and concentration/effect relationships of CE-178253 based on unbound plasma concentration and in vitro pharmacology data in different in vivo preclinical models of FI and energy expenditure. RESULTS: In vitro, CE-178253 exhibits sub-nanomolar potency at human CB1 receptors in both binding (Ki = 0.33 nM) and functional assays (Ki = 0.07 nM). CE-178253 has low affinity (Ki > 10,000 nM) for human CB2 receptors. In vivo, CE-178253 exhibits concentration-dependent anorectic activity in both fast-induced re-feeding and spontaneous nocturnal feeding FI models. As measured by indirect calorimetry, CE-178253 acutely stimulates energy expenditure by greater than 30% in rats and shifts substrate oxidation from carbohydrate to fat as indicated by a decrease the respiratory quotient from 0.85 to 0.75. Determination of the concentration-effect relationships and ex vivo receptor occupancy in efficacy models of energy intake and expenditure suggest that a greater than a 2-fold coverage of the Ki (50-75% receptor occupancy) is required for maximum efficacy. Finally, in two preclinical models of obesity, CE-178253 dose-dependently promotes weight loss in diet-induced obese rats and mice. CONCLUSIONS: We have combined quantitative pharmacology and ex vivo CB1 receptor occupancy data to assess concentration/effect relationships in food intake, energy expenditure and weight loss studies. Quantitative pharmacology studies provide a strong a foundation for establishing and improving confidence in mechanism as well as aiding in the progression of compounds from preclinical pharmacology to clinical development.


Subject(s)
Appetite Depressants/pharmacology , Appetite Depressants/therapeutic use , Azetidines/pharmacology , Azetidines/therapeutic use , Obesity/drug therapy , Receptor, Cannabinoid, CB1/antagonists & inhibitors , Triazines/pharmacology , Triazines/therapeutic use , Weight Loss/drug effects , Animals , Appetite Depressants/metabolism , Appetite Depressants/pharmacokinetics , Azetidines/metabolism , Azetidines/pharmacokinetics , Binding, Competitive , Brain/drug effects , Brain/metabolism , Cell Line , Dose-Response Relationship, Drug , Eating/drug effects , Energy Metabolism/drug effects , Humans , Male , Mice , Mice, Inbred C57BL , Obesity/blood , Obesity/metabolism , Oxygen Consumption/drug effects , Random Allocation , Rats , Rats, Sprague-Dawley , Receptor, Cannabinoid, CB1/genetics , Receptor, Cannabinoid, CB1/metabolism , Receptor, Cannabinoid, CB2/antagonists & inhibitors , Receptor, Cannabinoid, CB2/genetics , Receptor, Cannabinoid, CB2/metabolism , Triazines/metabolism , Triazines/pharmacokinetics
13.
Eur J Med Chem ; 185: 111813, 2020 Jan 01.
Article in English | MEDLINE | ID: mdl-31732255

ABSTRACT

Unbound tissue-to-plasma partition coefficients (Kpuu) were determined for 56 structurally diverse compounds in rats following intravenous infusion. Five tissues were included in the study: white adipose, brain, heart, liver, and skeletal muscle. The rank ordering of the median tissue Kpuu values was: liver (4.5) > heart (1.8) > adipose (1.2) > skeletal muscle (0.6) > brain (0.05), with liver being most enriched and brain most impaired. The median Kpuu values of acids and zwitterions were lower than those of bases and neutrals in all tissues but liver. Selective tissue distribution was observed, dependent upon chemotype, which demonstrated the feasibility of targeting or restricting drug exposure in certain tissues through rational design. Physicochemical attributes for Kpuu were identified using recursive partitioning, which further classified compounds with enriched or impaired tissue distribution. The attributes identified provided valuable insight on design principles for asymmetric tissue distribution to improve efficacy or reduce toxicity.


Subject(s)
Organic Chemicals/pharmacokinetics , Pharmaceutical Preparations/chemistry , Animals , Dose-Response Relationship, Drug , Infusions, Intravenous , Male , Models, Molecular , Molecular Structure , Organic Chemicals/administration & dosage , Organic Chemicals/chemistry , Pharmaceutical Preparations/administration & dosage , Rats , Rats, Wistar , Structure-Activity Relationship , Tissue Distribution
14.
Bioorg Med Chem Lett ; 19(18): 5351-4, 2009 Sep 15.
Article in English | MEDLINE | ID: mdl-19683918

ABSTRACT

A new series of CB(1) receptor antagonists incorporating an imidazole-based isosteric replacement for the hydrazide moiety of rimonabant (SR141716) is disclosed. Members of this imidazole series possess potent/selective binding to the rCB(1) receptor and exhibit potent hCB(1) functional activity. Isopropyl analog 9a demonstrated activity in the tetrad assay and was orally-active in a food intake model.


Subject(s)
Imidazoles/chemistry , Imidazoles/pharmacology , Piperidines/chemistry , Piperidines/pharmacology , Pyrazoles/chemistry , Pyrazoles/pharmacology , Receptor, Cannabinoid, CB1/antagonists & inhibitors , Receptor, Cannabinoid, CB1/metabolism , Animals , Humans , Imidazoles/pharmacokinetics , Models, Molecular , Molecular Conformation , Piperidines/pharmacokinetics , Pyrazoles/pharmacokinetics , Rats , Rimonabant , Structure-Activity Relationship
15.
Drug Metab Dispos ; 36(10): 2130-5, 2008 Oct.
Article in English | MEDLINE | ID: mdl-18606744

ABSTRACT

Estimation of unbound fraction of substrate in microsomal incubation media is important in accurately predicting hepatic intrinsic clearance and drug-drug interactions. In this study, the unbound fraction of 1223 drug-like molecules in human liver microsomal incubation media has been determined using equilibrium dialysis. These compounds, which include 27 marketed drug molecules, cover a much broader range of physiochemical properties such as hydrophobicity, molecular weight, ionization state, and degree of binding than those examined in previous work. In developing the in silico model, we have used two-dimensional molecular descriptors including cLogP, Kier connectivity, shape, and E-state indices, a subset of MOE descriptors, and a set of absorption, disposition, metabolism, and excretion structural keys used for our in-house absorption, disposition, metabolism, excretion, and toxicity modeling. Hydrophobicity is the most important molecular property contributing to the nonspecific binding of substrate to microsomes. The prediction accuracy of the model is validated using a subset of 100 compounds, and 92% of the variance is accounted for by the model with a root mean square error (RMSE) of 0.10. For the training set of compounds, 99% of variance is accounted for by the model with a RMSE of 0.02. The performance of the developed model has been further tested using the 27 marketed drug molecules with a RMSE of 0.10 between the observed and the predicted unbound fraction values.


Subject(s)
Microsomes, Liver/metabolism , Models, Theoretical , Chromatography, Liquid , Humans , Tandem Mass Spectrometry
16.
J Pharm Sci ; 106(3): 898-905, 2017 03.
Article in English | MEDLINE | ID: mdl-27998705

ABSTRACT

Prediction of intestinal availability (FaFg) of carboxylesterase (CES) substrates is of critical importance in designing oral prodrugs with optimal properties, projecting human pharmacokinetics and dose, and estimating drug-drug interaction potentials. A set of ester prodrugs were evaluated using in vitro permeability (parallel artificial membrane permeability assay and Madin-Darby canine kidney cell line-low efflux) and intestinal stability (intestine S9) assays, as well as in vivo portal vein-cannulated cynomolgus monkey. In vitro-in vivo extrapolation (IVIVE) of FaFg was developed with a number of modeling approaches, including a full physiologically based pharmacokinetic (PBPK) model as well as a simplified competitive-rate analytical solution. Both methods converged as in the PBPK simulations enterocyte blood flow behaved as a sink, a key assumption in the competitive-rate analysis. For this specific compound set, the straightforward analytical solution therefore can be used to generate in vivo predictions. Strong IVIVE of FaFg was observed for cynomolgus monkey with R2 of 0.71-0.93. The results suggested in vitro assays can be used to predict in vivo FaFg for CES substrates with high confidence.


Subject(s)
Carboxylesterase/administration & dosage , Carboxylesterase/blood , Intestinal Absorption/drug effects , Intestinal Absorption/physiology , Portal Vein/drug effects , Portal Vein/metabolism , Administration, Oral , Animals , Catheterization/methods , Dogs , Female , Macaca fascicularis , Madin Darby Canine Kidney Cells , Male , Substrate Specificity/physiology
17.
J Bone Miner Res ; 21(4): 565-75, 2006 Apr.
Article in English | MEDLINE | ID: mdl-16598377

ABSTRACT

UNLABELLED: CP432 is a newly discovered, nonprostanoid EP4 receptor selective prostaglandin E2 agonist. CP432 stimulates trabecular and cortical bone formation and restores bone mass and bone strength in aged ovariectomized rats with established osteopenia. INTRODUCTION: The purpose of this study was to determine whether a newly discovered, nonprostanoid EP4 receptor selective prostaglandin E2 (PGE2) agonist, CP432, could produce bone anabolic effects in aged, ovariectomized (OVX) rats with established osteopenia. MATERIALS AND METHODS: CP432 at 0.3, 1, or 3 mg/kg/day was given for 6 weeks by subcutaneous injection to 12-month-old rats that had been OVX for 8.5 months. The effects on bone mass, bone formation, bone resorption, and bone strength were determined. RESULTS: Total femoral BMD increased significantly in OVX rats treated with CP432 at all doses. CP432 completely restored trabecular bone volume of the third lumbar vertebral body accompanied with a dose-dependent decrease in osteoclast number and osteoclast surface and a dose-dependent increase in mineralizing surface, mineral apposition rate, and bone formation rate-tissue reference in OVX rats. CP432 at 1 and 3 mg/kg/day significantly increased total tissue area, cortical bone area, and periosteal and endocortical bone formation in the tibial shafts compared with both sham and OVX controls. CP432 at all doses significantly and dose-dependently increased ultimate strength in the fifth lumber vertebral body compared with both sham and OVX controls. At 1 and 3 mg/kg/day, CP432 significantly increased maximal load in a three-point bending test of femoral shaft compared with both sham and OVX controls. CONCLUSIONS: CP432 completely restored trabecular and cortical bone mass and strength in established osteopenic, aged OVX rats by stimulating bone formation and inhibiting bone resorption on trabecular and cortical surfaces.


Subject(s)
Aging/physiology , Bone Density/drug effects , Bone Diseases, Metabolic/drug therapy , Dinoprostone/agonists , Osteogenesis/drug effects , Receptors, Prostaglandin E/agonists , Receptors, Prostaglandin E/metabolism , Animals , Body Weight , Bone Density/physiology , Disease Models, Animal , Female , Femur/anatomy & histology , Lumbar Vertebrae/anatomy & histology , Molecular Structure , Organ Size/drug effects , Ovariectomy , Rats , Rats, Sprague-Dawley , Receptors, Prostaglandin E, EP4 Subtype , Substrate Specificity , Tibia/anatomy & histology
18.
J Pharm Sci ; 105(2): 965-971, 2016 Feb.
Article in English | MEDLINE | ID: mdl-26869440

ABSTRACT

Central-nervous-system, physiologically based pharmacokinetic (PBPK) models predict exposure profiles in the brain, that is, the rate and extent of distribution. The current work develops one such model and presents improved methods for determining key input parameters. A simple linear regression statistical model estimates the passive permeability at the blood-brain barrier from brain uptake index data and descriptors, and a novel analysis extracts the relative active transport parameter from in vitro assays taking into consideration both paracellular transport and unstirred water layers. The integrated PBPK model captures the concentration profiles of both rate-restricted and effluxed compounds with high passive permeability. In many cases, compounds distribute rapidly into the brain and are, therefore, not rate limited. The PBPK model is then simplified to a straightforward equation to describe brain-to-plasma ratios at steady state. The equation can estimate brain penetration either from in vitro efflux data or from in vivo results from another species and, therefore, is a valuable tool in the discovery setting.


Subject(s)
Blood-Brain Barrier/metabolism , Brain/metabolism , Cell Membrane Permeability/physiology , Models, Biological , Animals , Blood-Brain Barrier/drug effects , Brain/drug effects , Cell Membrane Permeability/drug effects , Humans , Mice , Pharmaceutical Preparations/chemistry , Pharmaceutical Preparations/metabolism , Pharmacokinetics , Quantitative Structure-Activity Relationship
20.
PLoS One ; 11(5): e0155674, 2016.
Article in English | MEDLINE | ID: mdl-27227543

ABSTRACT

The purpose of this work is to develop a mathematical model of energy balance and body weight regulation that can predict species-specific response to common pre-clinical interventions. To this end, we evaluate the ability of a previously published mathematical model of mouse metabolism to describe changes in body weight and body composition in rats in response to two short-term interventions. First, we adapt the model to describe body weight and composition changes in Sprague-Dawley rats by fitting to data previously collected from a 26-day caloric restriction study. The calibrated model is subsequently used to describe changes in rat body weight and composition in a 23-day cannabinoid receptor 1 antagonist (CB1Ra) study. While the model describes body weight data well, it fails to replicate body composition changes with CB1Ra treatment. Evaluation of a key model assumption about deposition of fat and fat-free masses shows a limitation of the model in short-term studies due to the constraint placed on the relative change in body composition components. We demonstrate that the model can be modified to overcome this limitation, and propose additional measurements to further test the proposed model predictions. These findings illustrate how mathematical models can be used to support drug discovery and development by identifying key knowledge gaps and aiding in the design of additional experiments to further our understanding of disease-relevant and species-specific physiology.


Subject(s)
Body Weight/drug effects , Caloric Restriction , Cannabinoid Receptor Antagonists/pharmacology , Energy Metabolism/drug effects , Models, Theoretical , Animals , Body Composition/drug effects , Body Weight/physiology , Energy Intake , Male , Rats , Rats, Sprague-Dawley , Receptor, Cannabinoid, CB1/antagonists & inhibitors
SELECTION OF CITATIONS
SEARCH DETAIL