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1.
CPT Pharmacometrics Syst Pharmacol ; 13(6): 954-969, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38528813

ABSTRACT

Lenvatinib is a receptor tyrosine kinase (RTK) inhibitor targeting vascular endothelial growth factor (VEGF) receptors 1-3, fibroblast growth factor (FGF) receptors 1-4, platelet-derived growth factor receptor-α (PDGFRα), KIT, and RET that have been implicated in pathogenic angiogenesis, tumor growth, and cancer. The primary objective of this work was to evaluate, by establishing quantitative relationships, whether lenvatinib exposure and longitudinal serum biomarker data (VEGF, Ang-2, Tie-2, and FGF-23) are predictors for change in longitudinal tumor size which was assessed based on data from 558 patients with radioiodine-refractory differentiated thyroid cancer (RR-DTC) receiving either lenvatinib or placebo treatment. Lenvatinib PK was best described by a 3-compartment model with simultaneous first- and zero-order absorption and linear elimination from the central compartment with significant covariates (body weight, albumin <30 g/dL, ALP>ULN, RR-DTC, RCC, HCC subjects, and concomitant CYP3A inhibitors). Except for body weight, none of the covariates have any clinically meaningful effect on exposure to lenvatinib. Longitudinal biomarker measurements over time were reasonably well defined by a PK/PD model with common EC50, Emax, and a slope for disease progression for all biomarkers. Longitudinal tumor measurements over time were reasonably well defined by a tumor growth inhibition Emax model, which in addition to lenvatinib exposure, included model-predicted relative changes from baseline over time for Tie-2 and Ang-2 as having significant association with tumor response. The developed PK/PD models pave the way for dose optimization and potential prediction of clinical response.


Subject(s)
Iodine Radioisotopes , Phenylurea Compounds , Quinolines , Thyroid Neoplasms , Humans , Quinolines/pharmacokinetics , Quinolines/administration & dosage , Quinolines/therapeutic use , Quinolines/blood , Quinolines/pharmacology , Phenylurea Compounds/pharmacokinetics , Phenylurea Compounds/administration & dosage , Phenylurea Compounds/therapeutic use , Phenylurea Compounds/blood , Phenylurea Compounds/pharmacology , Thyroid Neoplasms/drug therapy , Thyroid Neoplasms/blood , Thyroid Neoplasms/pathology , Male , Female , Middle Aged , Adult , Iodine Radioisotopes/pharmacokinetics , Iodine Radioisotopes/therapeutic use , Aged , Biomarkers, Tumor/blood , Models, Biological , Antineoplastic Agents/pharmacokinetics , Antineoplastic Agents/therapeutic use , Antineoplastic Agents/administration & dosage , Antineoplastic Agents/pharmacology , Protein Kinase Inhibitors/pharmacokinetics , Protein Kinase Inhibitors/administration & dosage , Protein Kinase Inhibitors/therapeutic use , Protein Kinase Inhibitors/pharmacology , Protein Kinase Inhibitors/blood , Vascular Endothelial Growth Factor A/blood , Receptor, TIE-2/blood , Young Adult , Angiopoietin-2/blood
2.
CPT Pharmacometrics Syst Pharmacol ; 11(12): 1578-1591, 2022 12.
Article in English | MEDLINE | ID: mdl-36165093

ABSTRACT

Lecanemab is a humanized immunoglobulin G1 monoclonal antibody that selectively binds to soluble Aß aggregate species, while demonstrating low affinity for Aß monomer. This article describes the population pharmacokinetic (PK) and PK/pharmacodynamic (PD) analyses for amyloid plaques, as measured using positron emission tomography (PET), and biomarkers of amyloid pathology as evidenced by Aß42/40 ratio and plasma p-tau181 following i.v. administration of lecanemab in subjects with early Alzheimer's disease. Lecanemab PKs were well-characterized with a two-compartment model with first-order elimination. Final PK model contained covariate effects of anti-drug antibody positive status, sex, body weight, and albumin on clearance. The time course of amyloid PET standard uptake ratio (SUVr), plasma Aß42/40 ratio, and p-tau181 were described using indirect response models with lecanemab exposure as a maximum effect function stimulating the reduction of SUVr, and as a linear function increasing Aß42/40 ratio and decreasing p-tau181 formation rates. PK/PD simulations show that 10 mg/kg biweekly dosing results in larger and faster decrease in SUVr and p-tau181 and increase in Aß42/40 ratio as compared to 10 mg/kg monthly dose. Furthermore, the PK/PD simulations showed that after treatment discontinuation the brain amyloid re-accumulation to baseline levels is slow with a recovery half-life of ~4 years, whereas plasma Aß42/40 ratio and p-tau181 return to baseline levels faster than amyloid. Given the relationship between changes in amyloid PET SUVr and soluble biomarkers, the developed PK/PD models can be used to inform lecanemab dose regimens in future clinical studies.


Subject(s)
Alzheimer Disease , Amyloid beta-Peptides , Humans , Amyloid beta-Peptides/metabolism , Alzheimer Disease/diagnostic imaging , Alzheimer Disease/drug therapy , Peptide Fragments , Positron-Emission Tomography/methods , Biomarkers
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