No Recipe for Quantitative Systems Pharmacology Model Validation, but a Balancing Act Between Risk and Cost

Quantitative systems pharmacology (QSP) models generate predictions by formalizing biological understanding and integrating multiscale data, leading to beneficial extrapolation abilities, but may require careful balancing of the model’s scope with prediction uncertainties.