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1.
CPT Pharmacometrics Syst Pharmacol ; 13(7): 1103-1116, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38685585

ABSTRACT

While randomized, placebo-controlled, double-blinded clinical studies are the gold standard for evaluating the efficacy of investigational drugs, the use of placebo in children with achondroplasia should be limited because it provides no clinical benefit while exhausting study participants' treatment window. Recifercept is an investigational drug for treating children with achondroplasia aged 2-10 years. An alternative efficacy evaluation method, instead of a placebo control arm, was employed in the phase II study. Prior to participating in the phase II study, participants completed a natural history (NH) study. Based on the NH data, a multi-variate linear mixed effects natural disease course model of three anthropometric end points (standing height, sitting height, and arm span) was developed. The model was validated using published growth charts of children with achondroplasia. Subsequently, the model was used to simulate the natural growth trajectories (without any treatment) of the three anthropometric end points for the individuals enrolled in the phase II study. To quantify the efficacy of recifercept, the simulations were compared with the observations post-recifercept treatment in the phase II study. For all the tested doses of recifercept, at the individual level, the observations were comparable to the simulations at 6 and 12 months post-recifercept treatment, suggesting no treatment effect. The results contributed to the decision of terminating recifercept clinical development. This work delivers a framework that could eliminate the need for placebo in clinical trials yet provide sufficient evidence for evaluating the efficacy of an investigational drug.


Subject(s)
Achondroplasia , Child , Child, Preschool , Female , Humans , Male , Achondroplasia/drug therapy , Disease Progression , Double-Blind Method , Models, Biological , Recombinant Fusion Proteins/administration & dosage , Recombinant Fusion Proteins/therapeutic use , Treatment Outcome
2.
CPT Pharmacometrics Syst Pharmacol ; 10(6): 529-542, 2021 06.
Article in English | MEDLINE | ID: mdl-33932126

ABSTRACT

Model-informed drug development (MIDD) is critical in all stages of the drug-development process and almost all regulatory submissions for new agents incorporate some form of modeling and simulation. This review describes the MIDD approaches used in the end-to-end development of ertugliflozin, a sodium-glucose cotransporter 2 inhibitor approved for the treatment of adults with type 2 diabetes mellitus. Approaches included (1) quantitative systems pharmacology modeling to predict dose-response relationships, (2) dose-response modeling and model-based meta-analysis for dose selection and efficacy comparisons, (3) population pharmacokinetics (PKs) modeling to characterize PKs and quantify population variability in PK parameters, (4) regression modeling to evaluate ertugliflozin dose-proportionality and the impact of uridine 5'-diphospho-glucuronosyltransferase (UGT) 1A9 genotype on ertugliflozin PKs, and (5) physiologically-based PK modeling to assess the risk of UGT-mediated drug-drug interactions. These end-to-end MIDD approaches for ertugliflozin facilitated decision making, resulted in time/cost savings, and supported registration and labeling.


Subject(s)
Bridged Bicyclo Compounds, Heterocyclic/administration & dosage , Bridged Bicyclo Compounds, Heterocyclic/pharmacokinetics , Diabetes Mellitus, Type 2/drug therapy , Models, Biological , Sodium-Glucose Transporter 2 Inhibitors/administration & dosage , Sodium-Glucose Transporter 2 Inhibitors/pharmacokinetics , Bridged Bicyclo Compounds, Heterocyclic/blood , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/metabolism , Dose-Response Relationship, Drug , Drug Development , Humans , Network Pharmacology , Regression Analysis , Sodium-Glucose Transporter 2 Inhibitors/blood
3.
Clin Pharmacol Drug Dev ; 8(5): 619-627, 2019 07.
Article in English | MEDLINE | ID: mdl-30427588

ABSTRACT

Ertugliflozin, an inhibitor of sodium-glucose cotransporter 2, is approved in the United States and European Union for the treatment of type 2 diabetes in adults, both as monotherapy and as part of fixed-dose combination (FDC) therapies with either sitagliptin or immediate-release metformin. The effect of a standard, high-fat breakfast on the pharmacokinetics of the highest strengths of ertugliflozin monotherapy (15 mg), ertugliflozin/sitagliptin FDC (15-/100-mg), and ertugliflozin/metformin FDC (7.5-/1000-mg) tablets was evaluated. In 3 separate open-label, 2-period, 2-sequence, single-dose, crossover studies, 14 healthy subjects per study were randomized to receive either ertugliflozin monotherapy or FDC tablets comprising ertugliflozin and sitagliptin or ertugliflozin and metformin under fasted and fed (or vice versa) conditions. Food did not meaningfully affect the pharmacokinetics of ertugliflozin, sitagliptin, or metformin. For FDCs, the effect of food was consistent with that described for individual components. All treatments were well tolerated. Ertugliflozin and ertugliflozin/sitagliptin FDC tablets can be administered without regard to meals. As metformin is administered with meals because of its gastrointestinal side effects, the ertugliflozin/metformin FDC should also be administered with meals.


Subject(s)
Bridged Bicyclo Compounds, Heterocyclic/pharmacokinetics , Dietary Fats/administration & dosage , Food-Drug Interactions , Hypoglycemic Agents/pharmacokinetics , Metformin/pharmacokinetics , Sitagliptin Phosphate/pharmacokinetics , Adult , Bridged Bicyclo Compounds, Heterocyclic/adverse effects , Bridged Bicyclo Compounds, Heterocyclic/blood , Cross-Over Studies , Drug Combinations , Female , Healthy Volunteers , Humans , Hypoglycemic Agents/adverse effects , Hypoglycemic Agents/blood , Male , Metformin/adverse effects , Metformin/blood , Middle Aged , Sitagliptin Phosphate/adverse effects , Sitagliptin Phosphate/blood , Young Adult
4.
Clin Ther ; 40(9): 1538-1547, 2018 09.
Article in English | MEDLINE | ID: mdl-30170758

ABSTRACT

PURPOSE: Ertugliflozin is a selective sodium glucose cotransporter 2 inhibitor being developed for the treatment of type 2 diabetes mellitus. The primary enzyme involved in the metabolism of ertugliflozin is uridine diphosphate-glucuronosyltransferase (UGT) 1A9, with minor contributions from UGT2B7 and cytochrome P450 (CYP) isoenzymes 3A4, 3A5, and 2C8. Rifampin induces UGT1A9, UGT2B7, CYP3A4, and CYP3A5. Because concurrent induction of these enzymes could affect ertugliflozin exposure, this study assessed the effect of multiple doses of rifampin on the pharmacokinetic properties of single-dose ertugliflozin. METHODS: Twelve healthy adult subjects were enrolled in this open-label, 2-period, fixed-sequence study and received ertugliflozin 15mg on day 1 of period 1, followed by rifampin 600mg once daily on days 1 to 10 in period 2. On day 8 of period 2, ertugliflozin 15mg was coadministered with rifampin 600mg. Plasma samples for ertugliflozin pharmacokinetic analysis were collected during 72hours after dosing on day 1 of period 1 and day 8 of period 2 and analyzed using a validated HPLC-MS/MS method. Pharmacokinetic parameters were calculated using noncompartmental analysis of concentration-time data. Natural log transformed AUC0-∞ and Cmax of ertugliflozin were analyzed using a mixed-effects model with treatment as a fixed effect and subject as a random effect. FINDINGS: After administration of ertugliflozin 15mg alone or with rifampin, the Tmax was 1hour. The mean t½ was 12.3hours for ertugliflozin alone and 9.2hours with steady-state rifampin. Geometric mean ratios for AUC0-∞ and Cmax were 61.2% (90% CI, 57.2%-65.4%) and 84.6% (90% CI, 74.2%-96.5%), respectively. Ertugliflozin was well tolerated when administered alone or with rifampin. IMPLICATIONS: Coadministration of ertugliflozin with rifampin decreased ertugliflozin AUC0-∞ and Cmax by 39% and 15%, respectively. The effect of the reduced exposure was evaluated using the ertugliflozin dose-response model. The model predicted that a 5-mg ertugliflozin dose after coadministration with rifampin is expected to maintain clinically meaningful glycemic efficacy. Therefore, no dose adjustment of ertugliflozin is recommended when ertugliflozin is coadministered with a UGT and CYP inducer, such as rifampin.


Subject(s)
Bridged Bicyclo Compounds, Heterocyclic/blood , Bridged Bicyclo Compounds, Heterocyclic/pharmacokinetics , Cytochrome P-450 CYP3A Inducers/administration & dosage , Rifampin/administration & dosage , Sodium-Glucose Transporter 2 Inhibitors/blood , Sodium-Glucose Transporter 2 Inhibitors/pharmacokinetics , Adolescent , Adult , Area Under Curve , Chromatography, High Pressure Liquid , Drug Interactions , Female , Half-Life , Healthy Volunteers , Humans , Male , Middle Aged , Tandem Mass Spectrometry , Young Adult
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