Image-guided mathematical modeling for pharmacological evaluation of nanomaterials and monoclonal antibodies

Wiley Interdiscip Rev Nanomed Nanobiotechnol. 2020 Sep;12(5):e1628. doi: 10.1002/wnan.1628. Epub 2020 Apr 21.

Abstract

While plasma concentration kinetics has traditionally been the predictor of drug pharmacological effects, it can occasionally fail to represent kinetics at the site of action, particularly for solid tumors. This is especially true in the case of delivery of therapeutic macromolecules (drug-loaded nanomaterials or monoclonal antibodies), which can experience challenges to effective delivery due to particle size-dependent diffusion barriers at the target site. As a result, disparity between therapeutic plasma kinetics and kinetics at the site of action may exist, highlighting the importance of target site concentration kinetics in determining the pharmacodynamic effects of macromolecular therapeutic agents. Assessment of concentration kinetics at the target site has been facilitated by non-invasive in vivo imaging modalities. This allows for visualization and quantification of the whole-body disposition behavior of therapeutics that is essential for a comprehensive understanding of their pharmacokinetics and pharmacodynamics. Quantitative non-invasive imaging can also help guide the development and parameterization of mathematical models for descriptive and predictive purposes. Here, we present a review of the application of state-of-the-art imaging modalities for quantitative pharmacological evaluation of therapeutic nanoparticles and monoclonal antibodies, with a focus on their integration with mathematical models, and identify challenges and opportunities. This article is categorized under: Therapeutic Approaches and Drug Discovery > Nanomedicine for Oncologic Disease Diagnostic Tools > in vivo Nanodiagnostics and Imaging Nanotechnology Approaches to Biology > Nanoscale Systems in Biology.

Keywords: mathematical modeling; monoclonal antibodies; nanoparticles; noninvasive imaging; pharmacokinetics.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, U.S. Gov't, Non-P.H.S.
  • Review

MeSH terms

  • Animals
  • Antibodies, Monoclonal* / metabolism
  • Antibodies, Monoclonal* / pharmacokinetics
  • Antibodies, Monoclonal* / pharmacology
  • Antibodies, Monoclonal* / therapeutic use
  • Cell Line, Tumor
  • Humans
  • Image Processing, Computer-Assisted*
  • Mice
  • Models, Theoretical
  • Nanostructures*
  • Neoplasms / diagnostic imaging
  • Neoplasms / drug therapy
  • Theranostic Nanomedicine
  • Xenograft Model Antitumor Assays

Substances

  • Antibodies, Monoclonal