Construction and Functional Evaluation of a Three-Dimensional Blood-Brain Barrier Model Equipped With Human Induced Pluripotent Stem Cell-Derived Brain Microvascular Endothelial Cells.

PURPOSE: The purpose of this study was to construct and validate an in vitro three-dimensional blood-brain barrier (3DBBB) model system equipped with brain microvascular endothelial cells derived from human induced pluripotent stem cells (hiPS-BMECs). METHODS: The 3D-BBB system was constructed by seeding hiPS-BMECs onto the capillary lane of a MIMETAS OrganoPlate® 3-lane coated with fibronectin/collagen IV. hiPS-BMECs were incubated under continuous switchback flow with an OrganoFlow® for 2 days. The 3D capillary structure and expression of tight-junction proteins and transporters were confirmed by immunocytochemistry. The mRNA expression of transporters in the 3D environment was determined using qRT-PCR, and the permeability of endogenous substances and drugs was evaluated under various conditions. RESULTS AND DISCUSSION: The expression of tight-junction proteins, including claudin-5 and ZO-1, was confirmed by immunohistochemistry. The permeability rate constant of lucifer yellow through hiPS-BMECs was undetectably low, indicating that paracellular transport is highly restricted by tight junctions in the 3D-BBB system. The mRNA expression levels of transporters and receptors in the 3D-BBB system differed from those in the 2D-culture system by 0.2- to 5.8-fold. The 3D-cultured hiPS-BMECs showed asymmetric transport of substrates of BCRP, CAT1 and LAT1 between the luminal (blood) and abluminal (brain) sides. Proton-coupled symport function of MCT1 was also confirmed. CONCLUSION: The 3D-BBB system constructed in this study mimics several important characteristics of the human BBB, and is expected to be a useful high-throughput evaluation tool in the development of CNS drugs.

Characterization of plasma protein binding in two mouse models of humanized liver, PXB mouse and humanized TK-NOG mouse.

The unbound fractions in plasma (f up) in two mouse models of humanized liver mice, PXB and humanized TK-NOG mice, were compared with human f up values using equilibrium dialysis method. A good relationship between f up values obtained from PXB mice and humans was observed; the f up of 34/39 compounds (87.2%) in PXB mice were within 3-fold of human f up. In contrast, a weak correlation was observed between human and humanized TK-NOG mouse f up values; the f up of 15/24 compounds (62.5%) in humanized TK-NOG mice were within 3-fold of human f up. As different profiles of plasma protein binding (PPB) profiles were observed between PXB and humanized TK-NOG mice, f up evaluation is necessary in each mouse model to utilize these humanized liver mice for pharmacological, drug-drug interaction (DDI), and toxicity studies. The unbound fraction in the mixed plasma of human and SCID mouse plasma (85:15) was well correlated with f up in PXB mice (38/39 compounds within a 3-fold). Thus, this artificial PXB mouse plasma could be used to evaluate PPB.

Microminipig: A suitable animal model to estimate oral absorption of sustained-release formulation in humans.

We investigated the gastrointestinal absorption characteristics of oral sustained-release formulations in microminipigs, dogs, and monkeys in order to clarify the similarities in absorption properties between these animals and humans. Time profiles of oral absorption of nifedipine and valproic acid were calculated from the plasma concentration-time profiles of the drugs by a deconvolution method. The curves for both drugs in microminipigs were close to or slightly higher than those in humans, whereas those in monkeys were lower. Furthermore, the plasma concentration-time profiles of the drugs were subjected to non-compartmental analysis. The fractions of a dose absorbed into the portal vein (FaFg) in microminipigs ranged from 50 to 100% of the human values, whereas those in monkeys were less than half the human values. In addition, the other absorption-related parameters for the sustained-release formulation in microminipigs, as well as monkeys, were comparable to those in humans. In conclusion, the oral absorption properties of microminipigs and humans were similar regarding the sustained-release formulations. Therefore, microminipig is a suitable animal model to estimate the oral absorption of sustained-release formulations in humans.

Discovery of 1,8-naphthyridin-2-one derivative as a potent and selective sphingomyelin synthase 2 inhibitor.

Sphingomyelin synthase 2 (SMS2) has attracted attention as a drug target for the treatment of various cardiovascular and metabolic diseases. The modification of a high throughput screening hit, 2-quinolone 10, enhanced SMS2 inhibition at nanomolar concentrations with good selectivity against SMS1. To improve the pharmaceutical properties such as passive membrane permeability and aqueous solubility, adjustment of lipophilicity was attempted and 1,8-naphthyridin-2-one 37 was identified as a potent and selective SMS2 inhibitor. A significant reduction in hepatic sphingomyelin levels following repeated treatment in mice suggested that compound 37 could be an effective in vivo tool for clarifying the role of SMS2 enzyme and developing the treatment for SMS2-related diseases.

Utility of Preoperative Multidetector-Row Computed Tomographic Angiography after Sublingual Nitroglycerin with Three-Dimensional Reconstruction in Planning of the Anterolateral Thigh Flap.

The utility of nitroglycerin is well established in coronary angiography but less so in other surgical fields. In this study, the authors investigated the utility of preoperative computed tomographic angiography after sublingual nitroglycerin followed by three-dimensional visualization for selecting suitable perforators in planning the free anterolateral thigh flap. The authors performed preoperative computed tomographic angiography following sublingual nitroglycerin (after screening for contraindications) in patients for whom reconstructive surgery with the free anterolateral thigh flap was planned. Data were reconstructed three-dimensionally, mapping location and course of source arteries and perforators. Suitable perforators were selected, and flap design was planned. The characteristics of perforators were analyzed statistically. Of 14 patients for whom surgery was planned, two had contraindications to nitroglycerin and underwent computed tomographic angiography alone. Nitroglycerin allowed for the visualization of more peripheral branches. The Hounsfield units at the deep fascia of perforators selected for surgery were significantly higher than for those not selected (p = 0.003). The distance from the intermuscular septum to the selected perforators was significantly shorter than the distance to nonselected perforators (p = 0.017). There were no adverse events, and all flaps survived. Sublingual nitroglycerin before computed tomographic angiography was safe and increased the visibility of perforators, enabling preoperative planning of flap design based on the three-dimensionally-reconstructed image. The authors highly recommend this procedure. CLINICAL QUESTION/LEVEL OF EVIDENCE:: Diagnostic, IV.

Utility of hairless rats as a model for predicting transdermal pharmacokinetics in humans.

This study investigated the use of HWY hairless rats to predict human plasma concentrations of drugs following dermal application.Utilizing a deconvolution method, pharmacokinetic parameters (e.g. in vivo absorption rates) were determined for six transdermal drugs in hairless rats. Obtained data were used to simulate the human plasma concentration-time profiles of transdermal drugs, which were then compared with clinical data in humans. Because hairless rats have lower hair follicle density than do humans, the impact of hair follicle density on skin permeability to hydrophilic compounds was also evaluated.Pharmacokinetic parameters showed low intra-individual variability in hairless rats. Simulated concentration profiles for compounds with logarithm of the octanol-water partition coefficient exceeding two were comparable to clinical data, but simulated concentration profiles for hydrophilic compounds (i.e. bisoprolol and nicotine) at maximum concentration differed from clinical data by more than two-fold. Finally, in vitro permeability to bisoprolol and nicotine was higher in human skin than in hairless rat skin, but hair follicle plugging reduced human skin permeability.In vivo skin absorption data from HWY hairless rats help to predict human concentration profiles for lipophilic compounds. However, the data underestimate human absorption of hydrophilic compounds.

Relationship of MATE1 Inhibition and Cytotoxicity in Nephrotoxicity: Application for Safety Evaluation in Early Drug Discovery.

Accumulation of toxic endogenous and/or exogenous substances can trigger tissue injury. Multidrug and toxin extrusion proteins (MATEs) are transporters at renal proximal tubules involved in the secretion of hydrophilic substances into urine. Multidrug and toxin extrusion protein inhibition can lead to nephrotoxicity via accumulation of toxic substances; however, case studies demonstrating causality are rare, except for drug-drug interaction studies. To explore the involvement of MATE inhibition in nephrotoxicity, MATE1 inhibition, cytotoxicity, and mitochondrial toxicity (MT) of 38 in-house compounds that showed toxicity were assessed in in vivo safety evaluations using rats, dogs, and monkeys and compared considering unbound exposures at minimal steady-state concentration (C24h,u) between nephrotoxicity positive and negative compounds. Logarithmic-corrected means of C24h,u normalized by MATE1 IC50 or cytotoxicity EC50 (C24h,u/IC50 and C24h,u/EC50) were higher for nephrotoxic compounds. An exposure cutoff of C24h,u/IC50 > 0.01 filtered nephrotoxicity with a 54% positive predictive value. Of 7 cases filtered with this cutoff, all the cases showed pathological changes at renal proximal tubules expressing MATE1. Furthermore, all cases with > 0.01 reliable exposure for MATE1 inhibition and cytotoxicity exhibited nephrotoxicity. Although compounds potent for MATE1 inhibition and cytotoxicity without and with MT (potentials of 10, 30, and 40 µM, respectively) were correctly classified as nephrotoxic by evaluation of in vitro potency alone, without considering exposures, these results suggest that MATE1 inhibition potency and cytotoxicity can be used to assess nephrotoxicity, especially at proximal tubules, and could be used for safety assessment in early drug discovery.

Direct Drug Delivery of Low-Permeable Compounds to the Central Nervous System Via Intranasal Administration in Rats and Monkeys.

PURPOSE: Intranasal administration enhances drug delivery to the brain by allowing targeted-drug delivery. Here, we investigated the properties that render a compound suitable for intranasal administration, and the differences between rodents and non-human primates in delivery to the brain. METHODS: The delivery of 10 low-permeable compounds to the brain, including substrates of efflux drug transporters expressed in the blood-brain barrier (didanosine, metformin, zolmitriptan, cimetidine, methotrexate, talinolol, ranitidine, atenolol, furosemide, and sulpiride) and two high-permeable compounds (ropinirole and midazolam) was evaluated following intranasal and intravenous administration in rats. Six of the 12 compounds (metformin, cimetidine, methotrexate, talinolol, sulpiride, and ropinirole) were also evaluated in monkeys, which have a similar nasal cavity anatomical structure to humans. RESULTS: In rats, most of the low-permeable compounds displayed an obvious increase in the brain/plasma concentration ratio (Kp) by intranasal administration (despite their substrate liability for efflux drug transporters); this was not observed with the high-permeable compounds. Similarly, intranasal administration increased Kp for all low-permeable compounds in monkeys. CONCLUSIONS: Compound permeability is a key determinant of Kp increase by intranasal administration. This route of administration is more beneficial for low-permeable compounds and enhances their delivery to the brain in rodents and non-human primates.

Prediction of human pharmacokinetics of long half-life compounds using chimeric mice with humanised liver.

1. The prediction of human pharmacokinetic (PK) parameters is an important theme to select drug candidates from preclinical studies. It is essential to improve the prediction accuracy of compound half-life (t1/2) in humans. In this study, the predictability of t1/2 in humans using PXB mice®, chimeric mice with humanised liver, was assessed using 14 compounds showing long t1/2 in humans. 2. After intravenous administration of the compounds to PXB mice, the plasma concentration-time profiles were fitted using one- or two-compartment models and the human clearance (CLt) and distribution volume (Vdss) were predicted from single-species scaling. Using the obtained parameters, the t1/2 in humans was predicted. Using PXB mice, the predicted t1/2 values of 71.4% of the compounds were within two-fold of the actual values. Meanwhile, based on predictions using SCID mice, the host strain of the PXB mice, only 7.1% of tested compounds were within two-fold. 3. In conclusion, we demonstrated the novel utility of PXB mice for human PK predictions of compounds having long t1/2 in humans.

Application of unbound liver-to-plasma concentration ratio to quantitative projection of cytochrome P450-mediated drug-drug interactions using physiologically based pharmacokinetic modelling approach.

1. This study evaluated the prediction accuracy of cytochrome P450 (CYP)-mediated drug-drug interaction (DDI) using minimal physiologically-based pharmacokinetic (PBPK) modelling incorporating the hepatic accumulation factor of an inhibitor (i.e. unbound liver/unbound plasma concentration ratio [Kp,uu,liver]) based on 22 clinical DDI studies. 2. Kp,uu,liver values were estimated using three methods: (1) ratio of cell-to-medium ratio in human cryopreserved hepatocytes (C/Mu) at 37 °C to that on ice (Kp,uu,C/M), (2) multiplication of total liver/unbound plasma concentration ratio (Kp,u,liver) estimated from C/Mu at 37 °C with unbound fraction in human liver homogenate (Kp,uu,cell) and (3) observed Kp,uu,liver in rats after intravenous infusion (Kp,uu,rat). 3. PBPK model using each Kp,uu,liver projected the area under the curve (AUC) increase of substrates more accurately than the model assuming a Kp,uu,liver of 1 for the average fold error and root mean square error did. Particularly, the model with a Kp,uu,liver of 1 underestimated the AUC increase of triazolam following co-administration with CYP3A4 inhibitor itraconazole by five-fold, whereas the AUC increase projected using the model incorporating the Kp,uu,C/M, Kp,uu,cell, or Kp,uu,rat of itraconazole and hydroxyitraconazole was within approximately two-fold of the actual value. 4. The results indicated that incorporating Kp,uu,liver into the PBPK model improved the accuracy of DDI projection.

Bombesin receptor subtype-3-expressing neurons regulate energy homeostasis through a novel neuronal pathway in the hypothalamus.

Objectives: Bombesin receptor subtype-3 (BRS-3) has been suggested to play a potential role in energy homeostasis. However, the physiological mechanism of BRS-3 on energy homeostasis remains unknown. Thus, we investigated the BRS-3-mediated neuronal pathway involved in food intake and energy expenditure. Materials and Methods: Expression of BRS-3 in the rat brain was histologically examined. The BRS-3 neurons activated by refeeding-induced satiety or a BRS-3 agonist were identified by c-Fos immunostaining. We also analyzed expression changes in feeding-relating peptides in the brain of fasted rats administered with the BRS-3 agonist. Results: In the paraventricular hypothalamic nucleus (PVH), dorsomedial hypothalamic nucleus (DMH), and medial preoptic area (MPA), strong c-Fos induction was observed in the BRS-3 neurons especially in PVH after refeeding. However, the BRS-3 neurons in the PVH did not express feeding-regulating peptides, while the BRS-3 agonist administration induced c-Fos expression in the DMH and MPA, which were not refeeding-sensitive, as well as in the PVH. The BRS-3 agonist administration changed the Pomc and Cart mRNA level in several brain regions of fasted rats. Conclusion: These results suggest that BRS-3 neurons in the PVH are a novel functional subdivision in the PVH that regulates feeding behavior. As the MPA and DMH are reportedly involved in thermoregulation and energy metabolism, the BRS-3 neurons in the MPA/DMH might mediate the energy expenditure control. POMC and CART may contribute to BRS-3 neuron-mediated energy homeostasis regulation. In summary, BRS-3-expressing neurons could regulate energy homeostasis through a novel neuronal pathway.

Quantitative prediction of the extent of drug-drug interaction using a physiologically based pharmacokinetic model that includes inhibition of drug metabolism determined in cryopreserved hepatocytes.

1. A physiologically based pharmacokinetic (PBPK) model that includes inhibition constant evaluated in cryopreserved hepatocytes was used to predict drug-drug interactions (DDIs) between orally administered nifedipine, a CYP substrate, and fluconazole or ketoconazole, CYP inhibitors, in rats. 2. The Kp,uu, ratio of unbound inhibitor concentration in liver ([I]liver,u) to that in plasma ([I]sys,u), of fluconazole and ketoconazole was 1.0 and 13.0, indicating that ketoconazole accumulates in liver. The ratios of inhibition constants in rat liver microsomes (Ki,mic,u) to that in rat cryopreserved hepatocytes (Ki,hep,u) for fluconazole and ketoconazole were 1.5 and 25.5, which were similar to the Kp,uu and suggested that cryopreserved hepatocytes could mimic the hepatic accumulation of inhibitors. 3. The increases in AUC of nifedipine predicted by the minimal PBPK model using [I]liver,u/Ki,mic,u and [I]sys,u/Ki,hep,u were within 1.5-fold of the observed values for both inhibitors, whereas the model using [I]sys,u/Ki,mic,u underestimated the AUC increase caused by ketoconazole 21-fold. 4. These results indicated that hepatic accumulation factor of an inhibitor is required for a precise DDI projection and that cryopreserved hepatocytes would be useful to obtain the Ki including hepatic accumulation factor. It was demonstrated that PBPK model using Ki,hep,u could be a valuable approach for quantitative DDI projection.

Design and synthesis of a novel series of orally active, selective somatostatin receptor 2 agonists for the treatment of type 2 diabetes.

The discovery of a novel series of ß-methyltryptophan (ß MeTrp) derivatives as selective and orally active non-peptide somatostatin receptor 2 (SSTR2) agonists for the treatment of Type 2 diabetes is described. In our previous research, Compound A, ß-MeTrp derivative with highly potent and selective SSTR2 agonistic activity IC50 (SSTR2/SSTR5)=0.3/>100 (nM), was identified asa drug candidate for treatment of Type 2 diabetes which lowers significantly plasma glucose level in Wistar fatty rats in its oral administrations. However, as serious increase in AUC and phospholipidosis (PLsis) were observed in its toxicological studies in rats, follow-up compounds were searched to avoid risk of PLsis with reference to their in vitro PLsis potentials evaluated on the basis of accumulation of phospholipids in HepG2 cells exposed to the compounds. It has been found that introduction of a carbonyl group onto the piperidine and piperazine or aniline moiety of compounds A and B reduced markedly the in vitro PLsis potentials. And further modification of the compounds and their evaluation led to a discovery of compounds 3k with lower in vitro PLsis potentials exhibiting lowering effect of hypoglycemia-induced glucagon secretion in SD rats (ED50=1.1mg/kg) and glucose excursion in meal tolerance test in Wistar fatty diabetic rats (MED=3.0mg/kg) in oral administrations. Compound 3k was selected asa new drug candidate of selective and orally active non-peptide SSTR2 agonists for treatment of Type 2 diabetes with low in vivo PLsis potential.

Highly potent antiobesity effect of a short-length peptide YY analog in mice.

Continuous administration of a 14-amino acid peptide YY (PYY) analog, Ac-[d-Pro24,Pya(4)26,Cha27,36,Aib28,31,Lys30]PYY(23-36) (4), which has a high binding affinity and agonist activity for the neuropeptide Y2 receptor (Y2R), has previously shown an antiobesity effect in a 2-week diet-induced obesity (DIO) study in mice. However, there remained a possibility to obtain more potent analogs by further improving its pharmacokinetic profile. A combination of the N-terminal 4-imidazolecarbonyl moiety and three amino acid substitutions, trans-4-hydroxy-d-proline (d-Hyp)24, isovaline (Iva)25, and γ-methylleucine (γMeLeu)28, not only improved the binding affinity of the peptide for Y2R but also increased its anorectic activity in lean mice. In a 2-week DIO study in mice, continuous administration of 4-imidazolecarbonyl-[d-Hyp24,Iva25,Pya(4)26,Cha27,36,γMeLeu28,Lys30,Aib31]PYY(23-36) (31, PYY-1119) at a dose of 0.03mg/kg/day showed a highly potent antiobesity effect, with more than 10% body weight reduction.

Utility of Göttingen minipigs for Prediction of Human Pharmacokinetic Profiles After Dermal Drug Application.

PURPOSE: Although Göttingen minipigs have been widely used for the evaluation of skin absorption, the correlation of minipig skin permeability with human skin absorption remains unclear. This study was designed to investigate the prediction of human plasma concentrations after dermal application of drug products using skin permeability data obtained from minipigs. METHODS: First, in vitro skin permeabilities of seven marketed transdermal drug products were evaluated in minipigs, and compared with in vitro human skin permeability data. Next, plasma concentration-time profiles in humans after dermal applications were simulated using the in vitro minipig skin permeability data. Finally, the in vitro-in vivo correlation of minipig skin permeability was assessed. RESULTS: The in vitro skin permeabilities in minipigs were correlated strongly with in vitro human skin permeability data for the same drug products, indicating the utility of minipig skin as an alternative to human skin for in vitro studies. The steady-state plasma concentration or the maximum concentration of drugs was within 2-fold of the clinical data. Bioavailability was approximately 3-fold lower than in vitro permeated fraction. CONCLUSIONS: Predictions using in vitro skin permeability data in Göttingen minipig skin can reproduce the human pharmacokinetic profile, although the prediction of in vivo skin absorption underestimates human absorption.

Potent antiobesity effect of a short-length peptide YY-analogue continuously administered in mice.

The gastrointestinal peptide, peptide YY3-36 (PYY3-36) and its shorter peptide analogues have been reported to reduce appetite by activating the neuropeptide Y2 receptor (Y2R), which is associated with obesity and other metabolic diseases. A 14-amino acid PYY analogue, Ac-[d-Pro24,Cha27,28,36,Aib31]PYY(23-36) (3), showed high binding affinity and agonist activity for the Y2R, similar to that of PYY3-36, but had weak anorectic activity upon continuous administration in lean mice. Three amino acid substitutions [Pya(4)26, Aib28, Lys30], which contributed to the decreased hydrophobicity of 3, efficiently increased its anorectic activity. The compound containing these three amino acids, Ac-[d-Pro24,Pya(4)26,Cha27,36,Aib28,31,Lys30]PYY(23-36) (22), exerted more potent and durable food intake suppression than that by PYY3-36 in lean mice, as well as excellent Y2R agonist activity (EC50: 0.20nM) and good subcutaneous bioavailability (66.6%). The 11-day continuous administration of 22 at 1mg/kg/day successfully produced antiobese and antidiabetic effects, with more than 20% body weight loss in obese and Type 2 diabetes ob/ob model mice.

Mechanism-Based Pharmacokinetic/Pharmacodynamic Modeling of the Glucagon-Like Peptide-1 Receptor Agonist Exenatide to Characterize Its Antiobesity Effects in Diet-Induced Obese Mice.

In addition to their potent antidiabetic effects, glucagon-like peptide-1 (GLP-1) analogs lower body weight in humans. Hence, agonistic targeting of the GLP-1 receptor could be a valid approach to target obesity. However, quantitative analyses of the pharmacokinetic/pharmacodynamic (PK/PD) relationship between GLP-1 analogs and their antiobesity effect have not been reported in either animals or humans. Therefore, the present study was performed to establish a mechanism-based PK/PD model of GLP-1 receptor agonists using the GLP-1 analog exenatide for the development of promising new antiobesity drugs. Exenatide was administered to high-fat diet-induced obese C57BL/6J mice via subcutaneous bolus and continuous infusion. Food intake and body-weight reductions were observed and depended on the plasma concentrations of exenatide. The homeostatic feedback model, in which food intake is assumed to be regulated by appetite control signals, described the relationship among the plasma concentration-time profile of exenatide, food intake, and body weight. The estimated IC50 of exenatide against food intake was 2.05 pM, which is similar to the reported KD value of exenatide in rat brain and the estimated EC50 value for augmentation of insulin secretion in humans. The PK/PD model simulation indicated that subcutaneous infusion would show a stronger effect on body-weight reduction than bolus dosing would. This novel, quantitative PK/PD model could be used for antiobesity research and development of GLP-1 analogs, GLP-1 secretagogues, GLP-1 degradation inhibitors, and combinations thereof by allowing the estimation of appropriate pharmacokinetic profiles and dosing regimens.

Antiobesity Effect of a Short-Length Peptide YY Analogue after Continuous Administration in Mice.

Gastrointestinal peptides such as peptide YY (PYY) can regulate appetite, which is relevant to the study of obesity. The intraperitoneal bolus administration of PYY3-36 and a 12-amino acid PYY analogue, benzoyl-[Cha27,28,36,Aib31]PYY25-36 (1), showed similar anorectic activity by activating the Y2 receptor (Y2R). However, food intake inhibition and body weight loss were not observed upon continuous subcutaneous administration of 1 with osmotic pumps in diet-induced obese (DIO) mice. N-Terminal elongation of 1, together with amino acid substitution at position 24, led to a hydrophilic 14-amino acid peptide, Ac-[d-Hyp24,Cha27,28,36,Aib31]PYY23-36 (18), that showed higher affinity and more potent agonist activity for Y2R and a robust anorectic activity with potency similar to that of PYY3-36. In addition, the continuous subcutaneous administration of 18 at 0.3 mg/(kg·day) induced significant body weight loss in DIO mice. These results suggest that a short-length PYY analogue can be a lead compound for antiobesity therapy in a sustained-release formulation.

Influence of the pharmacokinetic profile on the plasma glucose lowering effect of the PPARγ agonist pioglitazone in Wistar fatty rats.

Although the mechanism of action for peroxisome proliferator-activated receptor gamma (PPARγ) agonists has been extensively explored, the impact of the pharmacokinetic (PK) profile on the pharmacodynamic (PD) effects of PPARγ agonists has not been elucidated in detail. The importance of the PK profile of PPARγ agonist was evaluated for its PD effect based on population PK/PD analysis. Pioglitazone hydrochloride, the PPARγ agonist, was administered orally to Wistar fatty rats once a day (q.d.) or once every other day (q.2d.) as double the amount for the q.d. TREATMENT: The plasma glucose lowering effect was selected as a surrogate PD effect for an anti-diabetic effect. The model fitting was conducted using the non-linear mixed effect modeling (NONMEM) method. The indirect response model described well the plasma glucose concentration-time profile. The q.d. treatment showed a stronger impact on the plasma glucose lowering effect than did the q.2d. TREATMENT: The results of PK/PD modeling suggested that the sensitivity (i.e. EC50 ) between each group was comparable. On the other hand, the time above the effective concentration in the q.d. treatment group was longer than that in the q.2d. treatment group. The simulation of various dose regimens suggested that the much longer exposure duration within the effective level showed a stronger plasma glucose lowering effect, even with identical exposure to pioglitazone in the plasma. The PK/PD analysis clarified that the PK profile affected the pharmacological response and that continuous exposure at an appropriate effective level would be efficient for the anti-diabetic effect of the PPARγ agonist.