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1.
Adv Physiol Educ ; 47(4): 718-725, 2023 Dec 01.
Article in English | MEDLINE | ID: mdl-37471218

ABSTRACT

Physiologically based pharmacokinetic (PBPK) modeling requires an understanding of chemical, physiologic, and pharmacokinetic principles. Active learning with PBPK modeling software (GastroPlus) may be useful to teach these scientific principles while also teaching software operation. To examine this issue, a graduate-level course was designed using learning objectives in science, software use, and PBPK model application. These objectives were taught through hands-on PBPK modeling to answer clinically relevant questions. Students demonstrated proficient use of software, based on their responses to these questions, and showed an improved understanding of scientific principles on a pre- and post-course assessment. These outcomes support the effectiveness of simultaneous teaching of interdependent software and science.NEW & NOTEWORTHY Physiologically based pharmacokinetic (PBPK) modeling is a major growth area in drug development, regulatory submissions, and clinical applications. There is a demand for experts in this area with multidisciplinary backgrounds. In this article, we describe a course designed to teach PBPK modeling and the underlying scientific principles in parallel.


Subject(s)
Models, Biological , Software , Humans , Structure-Activity Relationship , Problem-Based Learning
2.
Pulm Ther ; 8(3): 311-326, 2022 Sep.
Article in English | MEDLINE | ID: mdl-36001294

ABSTRACT

INTRODUCTION: Augmentation therapy with plasma-derived α1-proteinase inhibitor (A1PI) products is currently the only approved disease-specific therapy for α1-antitrypsin deficiency (AATD), a genetic disorder associated with decreased levels of A1PI. Systemic trough levels of A1PI in plasma or serum are widely accepted as a biochemical efficacy endpoint in clinical trials for A1PI products. METHODS: Retrospective analyses utilizing data from three clinical studies in patients with AATD were conducted to evaluate the pharmacokinetic(s) (PK) and biochemical efficacy comparability of Aralast NP and two other A1PI augmentation therapies, Aralast and Prolastin. All three A1PI products were administered as either single or multiple 60 mg/kg intravenous infusions. PK and biochemical efficacy comparability analyses were conducted by evaluating antigenic and functional A1PI serum or plasma concentration data from each of the three studies. RESULTS: Comparable PK parameters were demonstrated between the three products for antigenic A1PI levels following a single infusion, with baseline-corrected and uncorrected geometric mean ratios for peak and systemic exposure ranging from 89.0% to 99.6%, with 90% confidence intervals within the 80-125% reference interval for bioequivalence. Biochemical efficacy comparability analyses of Aralast and Prolastin after multiple infusions at steady state showed geometric mean ratios for uncorrected and baseline-corrected antigenic and functional A1PI trough concentrations over weeks 8-11, and for individual weeks, that ranged from 75.8% to 106.6%, with the majority of the 90% confidence intervals falling either within the 80-125% interval or in proximity to it. Nonparametric superpositioning at steady state suggested that predicted trough concentrations for Aralast NP were comparable to the observed concentrations for Aralast and Prolastin. CONCLUSION: These retrospective analyses provide robust evidence that Aralast NP has biochemical efficacy and PK comparable to that of Aralast and Prolastin, supporting the use of any of these A1PI products for the treatment of patients with AATD. TRIAL REGISTRATION NUMBERS: ClinicalTrials.gov identifiers, NCT00242385 and NCT00396006.

3.
J Comput Aided Mol Des ; 34(11): 1117-1132, 2020 11.
Article in English | MEDLINE | ID: mdl-32833084

ABSTRACT

There is a pressing need to improve the efficiency of drug development, and nowhere is that need more clear than in the case of neglected diseases like malaria. The peculiarities of pyrimidine metabolism in Plasmodium species make inhibition of dihydroorotate dehydrogenase (DHODH) an attractive target for antimalarial drug design. By applying a pair of complementary quantitative structure-activity relationships derived for inhibition of a truncated, soluble form of the enzyme from Plasmodium falciparum (s-PfDHODH) to data from a large-scale phenotypic screen against cultured parasites, we were able to identify a class of antimalarial leads that inhibit the enzyme and abolish parasite growth in blood culture. Novel analogs extending that class were designed and synthesized with a goal of improving potency as well as the general pharmacokinetic and toxicological profiles. Their synthesis also represented an opportunity to prospectively validate our in silico property predictions. The seven analogs synthesized exhibited physicochemical properties in good agreement with prediction, and five of them were more active against P. falciparum growing in blood culture than any of the compounds in the published lead series. The particular analogs prepared did not inhibit s-PfDHODH in vitro, but advanced biological assays indicated that other examples from the class did inhibit intact PfDHODH bound to the mitochondrial membrane. The new analogs, however, killed the parasites by acting through some other, unidentified mechanism 24-48 h before PfDHODH inhibition would be expected to do so.


Subject(s)
Antimalarials/chemistry , Enzyme Inhibitors/chemistry , Malaria, Falciparum/drug therapy , Oxidoreductases Acting on CH-CH Group Donors/antagonists & inhibitors , Plasmodium falciparum/drug effects , Quinolones/chemistry , Antimalarials/adverse effects , Antimalarials/pharmacokinetics , Dihydroorotate Dehydrogenase , Drug Design , Enzyme Inhibitors/adverse effects , Enzyme Inhibitors/pharmacokinetics , Humans , Inhibitory Concentration 50 , Molecular Docking Simulation , Molecular Structure , Quantitative Structure-Activity Relationship , Quinolones/adverse effects , Quinolones/pharmacokinetics
4.
Br J Clin Pharmacol ; 85(12): 2721-2733, 2019 12.
Article in English | MEDLINE | ID: mdl-31418911

ABSTRACT

AIMS: Fremanezumab is a fully humanized IgG2 Δa/κ monoclonal antibody specific for calcitonin gene-related peptide developed and approved for the preventive treatment of migraine in adults. The population pharmacokinetics (PK) of fremanezumab were characterized in healthy subjects and patients with chronic migraine and episodic migraine, including the effects of intrinsic and extrinsic factors on PK variability. METHODS: Nonlinear mixed effects modelling was performed using NONMEM with data from 7 phase 1-3 clinical trials evaluating selected intravenous and subcutaneous dose regimens. The influence of covariates on fremanezumab PK was assessed and model evaluation was performed through visual predictive checks. RESULTS: A 2-compartment model with first-order absorption and elimination described the PK data well. Typical values for fremanezumab central clearance (0.0902 L/d) and central distribution volume (1.88 L) for a 71-kg subject were consistent with previously reported values for IgG antibodies. Higher body weight was associated with increased central clearance and distribution volume. Effects of other covariates (age, albumin, renal function, sex, race, injection site, and acute, analgesic and preventive medication use for migraine) were not found to statistically significantly influence fremanezumab PK. There was no indication of reduced exposure in participants with positive anti-drug antibody status or with mild to moderate hepatic impairment. Absolute bioavailability was estimated at 0.658. CONCLUSIONS: A comprehensive population PK model was developed for fremanezumab following intravenous and subcutaneous administration in healthy subjects and patients with chronic migraine or episodic migraine, which will be used to further evaluate exposure-response relationships for efficacy and safety endpoints.


Subject(s)
Analgesics/blood , Antibodies, Monoclonal/blood , Calcitonin Gene-Related Peptide/metabolism , Migraine Disorders/blood , Models, Biological , Analgesics/administration & dosage , Antibodies, Monoclonal/administration & dosage , Biological Availability , Clinical Trials as Topic , Healthy Volunteers , Humans , Injections, Intravenous , Injections, Subcutaneous , Migraine Disorders/drug therapy
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