Related Experiment Video
Updated: Aug 11, 2026

Modeling the Effects of Hemodynamic Stress on Circulating Tumor Cells using a Syringe and Needle
Published on: April 27, 2021
A mathematical model to study the effects of drugs administration on tumor growth dynamics
P Magni1, M Simeoni, I Poggesi
1Dipartimento di Informatica e Sistemistica, Università degli Studi di Pavia, via Ferrata 1, I-27100 Pavia, Italy. paolo.magni@unipv.it
Abstract:
A mathematical model for describing the cancer growth dynamics in response to anticancer agents administration in xenograft models is discussed. The model consists of a system of ordinary differential equations involving five parameters (three for describing the untreated growth and two for describing the drug action). Tumor growth in untreated animals is modelled by an exponential growth followed by a linear growth. In treated animals, tumor growth rate is decreased by an additional factor proportional to both drug concentration and proliferating cells. The mathematical analysis conducted in this paper highlights several interesting properties of this tumor growth model. It suggests also effective strategies to design in vivo experiments in animals with potential saving of time and resources. For example, the drug concentration threshold for the tumor eradication, the delay between drug administration and tumor regression, and a time index that measures the efficacy of a treatment are derived and discussed. The model has already been employed in several drug discovery projects. Its application on a data set coming from one of these projects is discussed in this paper.
More Related Videos
13:34A Combined 3D Tissue Engineered In Vitro/In Silico Lung Tumor Model for Predicting Drug Effectiveness in Specific Mutational Backgrounds
Published on: April 6, 2016
10:23A Computational Modeling Approach to Investigate the Influence of Hyperthermia on the Tumor Microenvironment
Published on: December 1, 2023
Related Concept Videos
Pharmacodynamic Models: Additive and Proportional Drug Effect Model
Pharmacodynamic Models: Overview
Pharmacokinetic–Pharmacodynamic Relationship: Model Components
Pharmacokinetic Models: Overview
There are three primary types of models: empirical, compartment, and physiological. Empirical models, with minimal assumptions,...
Pharmacodynamic Models: Link Model and Systems Pharmacodynamic Model
Pharmacodynamic Models: Direct Effect Model and Indirect Response Model