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A Mechanistic Site-Of-Action Model: A Tool for Informing Right Target, Right Compound, And Right Dose for Therapeutic Antagonistic Antibody Programs. | LitMetric

AI Article Synopsis

  • Quantitative modeling plays a key role in drug discovery, helping to determine target selection, compound properties, and dosing decisions.
  • The manuscript introduces a site-of-action modeling framework specifically for monoclonal antibodies aimed at soluble targets.
  • It details the construction and parameterization of the model, provides examples of its application, and discusses both the benefits and limitations of this method.

Article Abstract

Quantitative modeling is increasingly utilized in the drug discovery and development process, from the initial stages of target selection, through clinical studies. The modeling can provide guidance on three major questions-is this the right target, what are the right compound properties, and what is the right dose for moving the best possible candidate forward. In this manuscript, we present a site-of-action modeling framework which we apply to monoclonal antibodies against soluble targets. We give a comprehensive overview of how we construct the model and how we parametrize it and include several examples of how to apply this framework for answering the questions postulated above. The utilities and limitations of this approach are discussed.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC9581070PMC
http://dx.doi.org/10.3389/fbinf.2021.731340DOI Listing

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