CPT Pharmacometrics & Systems Pharmacology · 2016 · 35 citations · 23 references
PharmacyPharmaceuticsPharmacologyDrug DeliveryPharmacodynamicsPharmacokinetic-pharmacodynamic ModelingAntibody PharmacokineticsBispecific AntibodiesBlood-brain Barrier DeliveryBlood-brain Barrier PenetrationPharmacokinetics Of Monoclonal AntibodiesTherapeutic Monoclonal AntibodiesAntibodiesBispecific Antibody PharmacodynamicsBlood - Brain Barrier UptakeBlood-brain Barrier PermeabilityBrain ExposurePharmacokinetics At The Blood-brain BarrierPharmacokinetics Of Bispecific AntibodiesTherapeutic Antibody Delivery To The Brain
Anti-transferrin receptor (TfR)-based bispecific antibodies have shown promise for boosting antibody uptake in the brain. Nevertheless, there are limited data on the molecular properties, including affinity required for successful development of TfR-based therapeutics. A complex nonmonotonic relationship exists between affinity of the anti-TfR arm and brain uptake at therapeutically relevant doses. However, the quantitative nature of this relationship and its translatability to humans is heretofore unexplored. Therefore, we developed a mechanistic pharmacokinetic-pharmacodynamic (PK-PD) model for bispecific anti-TfR/BACE1 antibodies that accounts for antibody-TfR interactions at the blood-brain barrier (BBB) as well as the pharmacodynamic (PD) effect of anti-BACE1 arm. The calibrated model correctly predicted the optimal anti-TfR affinity required to maximize brain exposure of therapeutic antibodies in the cynomolgus monkey and was scaled to predict the optimal affinity of anti-TfR bispecifics in humans. Thus, this model provides a framework for testing critical translational predictions for anti-TfR bispecific antibodies, including choice of candidate molecule for clinical development.
23
A new optimizer using particle swarm theory
R.C. Eberhart, James Kennedy · 2002 · 14.9K citations
Universally Sloppy Parameter Sensitivities in Systems Biology Models
Ryan N. Gutenkunst, Joshua J. Waterfall, Fergal Casey et al. · PLoS Computational Biology · 2007 · 1.3K citations · Full text