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Published in: Clinical Pharmacokinetics 1/2024

20-11-2023 | Ketoconazole | Original Research Article

Population Pharmacokinetic/Pharmacodynamic Analysis of the Glucokinase Activator PB201 in Healthy Volunteers and Patients with Type 2 Diabetes Mellitus: Facilitating the Clinical Development of PB201 in China

Authors: Ling Song, Fangrui Cao, Shu Niu, Michael Xu, Ruifang Liang, Ke Ding, Zhigang Lin, Xueting Yao, Dongyang Liu

Published in: Clinical Pharmacokinetics | Issue 1/2024

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Abstract

PB201 is an orally active, partial glucokinase activator targeting both pancreatic and hepatic glucokinase. As the second glucokinase activator studied beyond phase I, PB201 has demonstrated promising glycemic effects as well as favorable pharmacokinetic (PK) and safety profiles in patients with type 2 diabetes mellitus (T2DM). This study aims to develop a population PK/pharmacodynamic (PD) model for PB201 using the pooled data from nine phase I/II clinical trials conducted in non-Chinese healthy volunteers and a T2DM population and to predict the PK/PD profile of PB201 in a Chinese T2DM population. We developed the PK/PD model using the non-linear mixed-effects modeling approach. All runs were performed using the first-order conditional estimation method with interaction. The pharmacokinetics of PB201 were well fitted by a one-compartment model with saturable absorption and linear elimination. The PD effects of PB201 on reducing the fasting plasma glucose and glycosylated hemoglobin levels in the T2DM population were described by indirect response models as stimulating the elimination of fasting plasma glucose, where the production of glycosylated hemoglobin was assumed to be stimulated by fasting plasma glucose. Covariate analyses revealed enhanced absorption of PB201 by food and decreased systemic clearance with ketoconazole co-administration, while no significant covariate was identified for the pharmacodynamics. The population PK model established for non-Chinese populations was shown to be applicable to the Chinese T2DM population as verified by the PK data from the Chinese phase I study. The final population PK/PD model predicted persistent and dose-dependent reductions in fasting plasma glucose and glycosylated hemoglobin levels in the Chinese T2DM population receiving 50/50 mg, 100/50 mg, and 100/100 mg PB201 twice daily for 24 weeks independent of co-administration of metformin. Overall, the proposed population PK/PD model quantitatively characterized the PK/PD properties of PB201 and the impact of covariates on its target populations, which allows the leveraging of extensive data in non-Chinese populations with the limited data in the Chinese T2DM population to successfully supported the waiver of the clinical phase II trial and facilitate the optimal dose regimen design of a pivotal phase III study of PB201 in China.
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Literature
1.
go back to reference American Diabetes Association Professional Practice Committee. 2. Classification and diagnosis of diabetes: standards of medical care in diabetes-2022. Diabetes Care. 2022;45(Suppl. 1):S17–38. American Diabetes Association Professional Practice Committee. 2. Classification and diagnosis of diabetes: standards of medical care in diabetes-2022. Diabetes Care. 2022;45(Suppl. 1):S17–38.
2.
go back to reference American Diabetes Association Professional Practice Committee. 9. Pharmacologic approaches to glycemic treatment: standards of medical care in diabetes-2022. Diabetes Care. 2022;45(Suppl. 1):S125–43. American Diabetes Association Professional Practice Committee. 9. Pharmacologic approaches to glycemic treatment: standards of medical care in diabetes-2022. Diabetes Care. 2022;45(Suppl. 1):S125–43.
3.
go back to reference Ji LN, Lu JM, Guo XH, Yang WY, Weng JP, Jia WP, et al. Glycemic control among patients in China with type 2 diabetes mellitus receiving oral drugs or injectables. BMC Public Health. 2013;21(13):602.CrossRef Ji LN, Lu JM, Guo XH, Yang WY, Weng JP, Jia WP, et al. Glycemic control among patients in China with type 2 diabetes mellitus receiving oral drugs or injectables. BMC Public Health. 2013;21(13):602.CrossRef
4.
go back to reference Lin X, Xu Y, Pan X, Xu J, Ding Y, Sun X, et al. Global, regional, and national burden and trend of diabetes in 195 countries and territories: an analysis from 1990 to 2025. Sci Rep. 2020;10(1):14790.CrossRefPubMedPubMedCentral Lin X, Xu Y, Pan X, Xu J, Ding Y, Sun X, et al. Global, regional, and national burden and trend of diabetes in 195 countries and territories: an analysis from 1990 to 2025. Sci Rep. 2020;10(1):14790.CrossRefPubMedPubMedCentral
5.
go back to reference Matschinsky FM, Wilson DF. The central role of glucokinase in glucose homeostasis: a perspective 50 years after demonstrating the presence of the enzyme in islets of Langerhans. Front Physiol. 2019;10:148.CrossRefPubMedPubMedCentral Matschinsky FM, Wilson DF. The central role of glucokinase in glucose homeostasis: a perspective 50 years after demonstrating the presence of the enzyme in islets of Langerhans. Front Physiol. 2019;10:148.CrossRefPubMedPubMedCentral
6.
go back to reference Doliba NM, Qin W, Najafi H, Liu C, Buettger CW, Sotiris J, et al. Glucokinase activation repairs defective bioenergetics of islets of Langerhans isolated from type 2 diabetics. Am J Physiol Endocrinol Metab. 2012;302(1):E87-102.CrossRefPubMed Doliba NM, Qin W, Najafi H, Liu C, Buettger CW, Sotiris J, et al. Glucokinase activation repairs defective bioenergetics of islets of Langerhans isolated from type 2 diabetics. Am J Physiol Endocrinol Metab. 2012;302(1):E87-102.CrossRefPubMed
7.
go back to reference Matschinsky FM. Glucokinase, glucose homeostasis, and diabetes mellitus. Curr Diab Rep. 2005;5(3):171–6.CrossRefPubMed Matschinsky FM. Glucokinase, glucose homeostasis, and diabetes mellitus. Curr Diab Rep. 2005;5(3):171–6.CrossRefPubMed
8.
go back to reference Ren Y, Li L, Wan L, Huang Y, Cao S. Glucokinase as an emerging anti-diabetes target and recent progress in the development of its agonists. J Enzyme Inhib Med Chem. 2022;37(1):606–15.CrossRefPubMedPubMedCentral Ren Y, Li L, Wan L, Huang Y, Cao S. Glucokinase as an emerging anti-diabetes target and recent progress in the development of its agonists. J Enzyme Inhib Med Chem. 2022;37(1):606–15.CrossRefPubMedPubMedCentral
9.
go back to reference Spasov AA, Lobasenko VS, Kosolapov VA, Babkov DA, Kuznetsova VA, Maika OY, et al. Synthesis and pharmacological activity of 3-phenoxybenzoic acid derivatives. Pharm Chem J. 2020;54(3):229–35.CrossRef Spasov AA, Lobasenko VS, Kosolapov VA, Babkov DA, Kuznetsova VA, Maika OY, et al. Synthesis and pharmacological activity of 3-phenoxybenzoic acid derivatives. Pharm Chem J. 2020;54(3):229–35.CrossRef
10.
go back to reference Dzyurkevich MS, Babkov DA, Shtyrlin NV, Mayka OY, Iksanova AG, Vassiliev PM, et al. Pyridoxine dipharmacophore derivatives as potent glucokinase activators for the treatment of type 2 diabetes mellitus. Sci Rep. 2017;7(1):16072.CrossRefPubMedPubMedCentral Dzyurkevich MS, Babkov DA, Shtyrlin NV, Mayka OY, Iksanova AG, Vassiliev PM, et al. Pyridoxine dipharmacophore derivatives as potent glucokinase activators for the treatment of type 2 diabetes mellitus. Sci Rep. 2017;7(1):16072.CrossRefPubMedPubMedCentral
11.
go back to reference Li W, Zhang X, Sun Y, Liu Z. Recent clinical advances of glucokinase activators in the treatment of diabetes mellitus type 2. Pharmazie. 2020;75(6):230–5.PubMed Li W, Zhang X, Sun Y, Liu Z. Recent clinical advances of glucokinase activators in the treatment of diabetes mellitus type 2. Pharmazie. 2020;75(6):230–5.PubMed
12.
go back to reference Toulis KA, Nirantharakumar K, Pourzitaki C, Barnett AH, Tahrani AA. Glucokinase activators for type 2 diabetes: challenges and future developments. Drugs. 2020;80(5):467–75.CrossRefPubMed Toulis KA, Nirantharakumar K, Pourzitaki C, Barnett AH, Tahrani AA. Glucokinase activators for type 2 diabetes: challenges and future developments. Drugs. 2020;80(5):467–75.CrossRefPubMed
13.
go back to reference Zhi J, Zhai S. Effects of piragliatin, a glucokinase activator, on fasting and postprandial plasma glucose in patients with type 2 diabetes mellitus. J Clin Pharmacol. 2016;56(2):231–8.CrossRefPubMed Zhi J, Zhai S. Effects of piragliatin, a glucokinase activator, on fasting and postprandial plasma glucose in patients with type 2 diabetes mellitus. J Clin Pharmacol. 2016;56(2):231–8.CrossRefPubMed
14.
go back to reference Kiyosue A, Hayashi N, Komori H, Leonsson-Zachrisson M, Johnsson E. Dose-ranging study with the glucokinase activator AZD1656 as monotherapy in Japanese patients with type 2 diabetes mellitus. Diabetes Obes Metab. 2013;15(10):923–30.CrossRefPubMed Kiyosue A, Hayashi N, Komori H, Leonsson-Zachrisson M, Johnsson E. Dose-ranging study with the glucokinase activator AZD1656 as monotherapy in Japanese patients with type 2 diabetes mellitus. Diabetes Obes Metab. 2013;15(10):923–30.CrossRefPubMed
15.
go back to reference Meininger GE, Scott R, Alba M, Shentu Y, Luo E, Amin H, et al. Effects of MK-0941, a novel glucokinase activator, on glycemic control in insulin-treated patients with type 2 diabetes. Diabetes Care. 2011;34(12):2560–6.CrossRefPubMedPubMedCentral Meininger GE, Scott R, Alba M, Shentu Y, Luo E, Amin H, et al. Effects of MK-0941, a novel glucokinase activator, on glycemic control in insulin-treated patients with type 2 diabetes. Diabetes Care. 2011;34(12):2560–6.CrossRefPubMedPubMedCentral
16.
go back to reference Yang W, Zhu D, Gan S, Dong X, Su J, Li W, et al. Dorzagliatin add-on therapy to metformin in patients with type 2 diabetes: a randomized, double-blind, placebo-controlled phase 3 trial. Nat Med. 2022;28(5):974–81.CrossRefPubMedPubMedCentral Yang W, Zhu D, Gan S, Dong X, Su J, Li W, et al. Dorzagliatin add-on therapy to metformin in patients with type 2 diabetes: a randomized, double-blind, placebo-controlled phase 3 trial. Nat Med. 2022;28(5):974–81.CrossRefPubMedPubMedCentral
17.
go back to reference Pfefferkorn JA, Guzman-Perez A, Oates PJ, Litchfield J, Aspnes G, Basak A, et al. Designing glucokinase activators with reduced hypoglycemia risk: discovery of N, N-dimethyl-5-(2-methyl-6-((5-methylpyrazin-2-yl)-carbamoyl)benzofuran-4-yloxy)pyrimidine-2-carboxamide as a clinical candidate for the treatment of type 2 diabetes mellitus. Medchemcomm. 2011;2(9):828–39.CrossRef Pfefferkorn JA, Guzman-Perez A, Oates PJ, Litchfield J, Aspnes G, Basak A, et al. Designing glucokinase activators with reduced hypoglycemia risk: discovery of N, N-dimethyl-5-(2-methyl-6-((5-methylpyrazin-2-yl)-carbamoyl)benzofuran-4-yloxy)pyrimidine-2-carboxamide as a clinical candidate for the treatment of type 2 diabetes mellitus. Medchemcomm. 2011;2(9):828–39.CrossRef
18.
go back to reference Amin NB, Aggarwal N, Pall D, Paragh G, Denney WS, Le V, et al. Two dose-ranging studies with PF-04937319, a systemic partial activator of glucokinase, as add-on therapy to metformin in adults with type 2 diabetes. Diabetes Obes Metab. 2015;17(8):751–9.CrossRefPubMed Amin NB, Aggarwal N, Pall D, Paragh G, Denney WS, Le V, et al. Two dose-ranging studies with PF-04937319, a systemic partial activator of glucokinase, as add-on therapy to metformin in adults with type 2 diabetes. Diabetes Obes Metab. 2015;17(8):751–9.CrossRefPubMed
19.
go back to reference Denney WS, Denham DS, Riggs MR, Amin NB. Glycemic effect and safety of a systemic, partial glucokinase activator, PF-04937319, in patients with type 2 diabetes mellitus inadequately controlled on metformin: a randomized, crossover, active-controlled study. Clin Pharmacol Drug Dev. 2016;5(6):517–27.CrossRefPubMed Denney WS, Denham DS, Riggs MR, Amin NB. Glycemic effect and safety of a systemic, partial glucokinase activator, PF-04937319, in patients with type 2 diabetes mellitus inadequately controlled on metformin: a randomized, crossover, active-controlled study. Clin Pharmacol Drug Dev. 2016;5(6):517–27.CrossRefPubMed
20.
go back to reference Liu D, Du Y, Yao X, Wei Y, Zhu J, Cui C, et al. Safety, tolerability, pharmacokinetics, and pharmacodynamics of the glucokinase activator PB-201 and its effects on the glucose excursion profile in drug-naïve Chinese patients with type 2 diabetes: a randomised controlled, crossover, single-centre phase 1 trial. EClinicalMedicine. 2021;42: 101185.CrossRefPubMedPubMedCentral Liu D, Du Y, Yao X, Wei Y, Zhu J, Cui C, et al. Safety, tolerability, pharmacokinetics, and pharmacodynamics of the glucokinase activator PB-201 and its effects on the glucose excursion profile in drug-naïve Chinese patients with type 2 diabetes: a randomised controlled, crossover, single-centre phase 1 trial. EClinicalMedicine. 2021;42: 101185.CrossRefPubMedPubMedCentral
22.
go back to reference Gao W, Jusko WJ. Modeling disease progression and rosiglitazone intervention in type 2 diabetic Goto-Kakizaki rats. J Pharmacol Exp Ther. 2012;341(3):617–25.CrossRefPubMedPubMedCentral Gao W, Jusko WJ. Modeling disease progression and rosiglitazone intervention in type 2 diabetic Goto-Kakizaki rats. J Pharmacol Exp Ther. 2012;341(3):617–25.CrossRefPubMedPubMedCentral
23.
go back to reference Borzilleri KA, Pfefferkorn JA, Guzman-Perez A, Liu SP, Qiu XY, Chrunyk BA, et al. Optimizing glucokinase activator binding kinetics to lower in vivo hypoglycemia risk. Medchemcomm. 2014;5(6):802–7.CrossRef Borzilleri KA, Pfefferkorn JA, Guzman-Perez A, Liu SP, Qiu XY, Chrunyk BA, et al. Optimizing glucokinase activator binding kinetics to lower in vivo hypoglycemia risk. Medchemcomm. 2014;5(6):802–7.CrossRef
24.
go back to reference Borg R, Kuenen JC, Carstensen B, Zheng H, Nathan DM, Heine RJ, et al. Associations between features of glucose exposure and A1C: the A1C-Derived Average Glucose (ADAG) study. Diabetes. 2010;59(7):1585–90.CrossRefPubMedPubMedCentral Borg R, Kuenen JC, Carstensen B, Zheng H, Nathan DM, Heine RJ, et al. Associations between features of glucose exposure and A1C: the A1C-Derived Average Glucose (ADAG) study. Diabetes. 2010;59(7):1585–90.CrossRefPubMedPubMedCentral
25.
go back to reference Gaitonde P, Garhyan P, Link C, Chien JY, Trame MN, Schmidt S. A comprehensive review of novel drug-disease models in diabetes drug development. Clin Pharmacokinet. 2016;55(7):769–88.CrossRefPubMed Gaitonde P, Garhyan P, Link C, Chien JY, Trame MN, Schmidt S. A comprehensive review of novel drug-disease models in diabetes drug development. Clin Pharmacokinet. 2016;55(7):769–88.CrossRefPubMed
26.
27.
go back to reference Sharma R, Litchfield J, Atkinson K, Eng H, Amin NB, Denney WS, et al. Metabolites in safety testing assessment in early clinical development: a case study with a glucokinase activator. Drug Metab Dispos. 2014;42(11):1926–39.CrossRefPubMed Sharma R, Litchfield J, Atkinson K, Eng H, Amin NB, Denney WS, et al. Metabolites in safety testing assessment in early clinical development: a case study with a glucokinase activator. Drug Metab Dispos. 2014;42(11):1926–39.CrossRefPubMed
Metadata
Title
Population Pharmacokinetic/Pharmacodynamic Analysis of the Glucokinase Activator PB201 in Healthy Volunteers and Patients with Type 2 Diabetes Mellitus: Facilitating the Clinical Development of PB201 in China
Authors
Ling Song
Fangrui Cao
Shu Niu
Michael Xu
Ruifang Liang
Ke Ding
Zhigang Lin
Xueting Yao
Dongyang Liu
Publication date
20-11-2023
Publisher
Springer International Publishing
Published in
Clinical Pharmacokinetics / Issue 1/2024
Print ISSN: 0312-5963
Electronic ISSN: 1179-1926
DOI
https://doi.org/10.1007/s40262-023-01321-8

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