Quantitative systems pharmacology model for Alzheimer's disease to predict the effect of aducanumab on brain amyloid.

Alzheimer's disease (AD) is an irreversible, progressive brain disorder that impairs memory and cognitive function. Dysregulation of the amyloid-ß (Aß) pathway and amyloid plaque accumulation in the brain are hallmarks of AD. Aducanumab is a human, immunoglobulin gamma 1 monoclonal antibody targeting aggregated forms of Aß. In phase Ib and phase III studies, aducanumab reduced Aß plaques in a dose dependent manner, as measured by standard uptake value ratio of amyloid positron emission tomography imaging. The goal of this work was to develop a quantitative systems pharmacology model describing the production, aggregation, clearance, and transport of Aß as well as the mechanism of action for the drug to understand the relationship between aducanumab dosing regimens and changes of different Aß species, particularly plaques in the brain. The model was used to better understand the pharmacodynamic effects observed in the clinical trials of aducanumab and assist in the clinical development of future Aß therapies.

Population pharmacokinetics and standard uptake value ratio of aducanumab, an amyloid plaque-removing agent, in patients with Alzheimer's disease.

Aducanumab is a human immunoglobulin G1 anti-amyloid beta (Aß) antibody currently being evaluated for potential treatment of patients with early Alzheimer's disease. This paper describes the relationship between the population pharmacokinetics (PopPKs) and pharmacokinetics-pharmacodynamics (PKs-PDs) of aducanumab using data from phase I to III clinical studies, with standard uptake value ratio (SUVR) used as a PD marker. Across clinical studies, aducanumab was administered intravenously either as a single dose ranging from 0.3 to 60 mg/kg or as multiple doses of 1, 3, 6, or 10 mg/kg every 4 weeks. A titration regimen with maintenance doses of 3, 6, or 10 mg/kg was also evaluated. Aducanumab PK was characterized with a two-compartment model with first-order elimination. No nonlinearities in PKs were observed. The PopPK-PD model was developed using a sequential estimation approach. The time course of amyloid plaques, as expressed by composite SUVR measured using positron emission tomography, was described using an indirect response model with drug effect stimulating the elimination of SUVR. None of the identified covariates on PK and the PopPK-PD model were clinically relevant. The PopPK-PD model showed that magnitude, duration, and consistency of dosing are important factors determining the degree of Aß removal. The intrinsic pharmacology of aducanumab remained consistent across studies.

Phase II Dose Selection for Alpha Synuclein-Targeting Antibody Cinpanemab (BIIB054) Based on Target Protein Binding Levels in the Brain.

This modeling and simulation analysis was aimed at selecting doses of cinpanemab (BIIB054), a monoclonal antibody targeting aggregated α-synuclein, for a phase II study in Parkinson's disease (PD). Doses and regimens were proposed based on anticipated target concentration in brain interstitial fluid (ISF); in vitro/in vivo data on the affinity of monoclonal antibodies to the target protein; and safety, tolerability, and pharmacokinetic data (1-135 mg/kg intravenous administration) from a phase I single ascending dose (SAD) study. A population pharmacokinetic modeling approach was used to select intravenous doses of 250, 1,250, and 3,500 mg every 4 weeks, to maintain 50%, 90%, and > 90% of target binding in ISF of PD participants. A favorable safety profile from the SAD study-which showed that cinpanemab was generally well-tolerated at doses up to 90 mg/kg, supported by modeling and simulations of the anticipated safety margins-allowed implementation of a fixed-dose approach.