Guiding dose selection of monoclonal antibodies using a new parameter (AFTIR) for characterizing ligand binding

Sameed Ahmed1, Miandra Ellis2, Hongshan Li3

  • 1Department of Applied Mathematics, University of Waterloo, Waterloo, Canada.

Insights

A new metric, average free tissue target to initial target ratio (AFTIR), aids in selecting monoclonal antibody doses for cancer drugs. This metric simplifies complex models by focusing on four key factors for predicting drug efficacy.

Area of Science:

  • Pharmacology and Drug Development
  • Quantitative Systems Pharmacology
  • Oncology Drug Discovery

Background:

  • Monoclonal antibody (mAb) oncology drug dosing relies on predicting tumor receptor occupancy.
  • Existing metrics like AFIR characterize target inhibition but lack tissue-specific dynamics.
  • Modeling complex drug-target interactions requires accounting for target shedding and tissue distribution.

Purpose of the Study:

  • To extend previous target inhibition metrics to incorporate a "target-tissue" compartment and target shedding.
  • To derive a new potency metric, average free tissue target to initial target ratio (AFTIR), for steady-state analysis.
  • To simplify complex pharmacokinetic/pharmacodynamic (PK/PD) models for better dose selection guidance.

Main Methods:

  • Extension of the AFIR (average free inhibitor to receptor) metric to include target-tissue dynamics.
  • Derivation of the AFTIR metric, dependent on equilibrium binding constant, target expression fold-change, target biodistribution, and average drug concentration.
  • Application of the AFTIR metric for sensitivity analyses and building intuition in target-mediated drug disposition (TMDD) models.

Main Results:

  • The AFTIR metric quantifies target inhibition at steady state, considering tissue-specific factors.
  • AFTIR depends on four key parameters: binding affinity, target expression change, target biodistribution, and drug concentration.
  • The derived metric simplifies complex physiological models, highlighting critical parameters for experimental estimation.

Conclusions:

  • The AFTIR metric provides a robust tool for guiding dose selection of mAb oncology drugs.
  • It facilitates efficient sensitivity analyses and enhances understanding of TMDD models.
  • Reducing model complexity to four key parameters aids in prioritizing experimental efforts for drug development.

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