An agent-based systems pharmacology model of the antibody-drug conjugate kadcyla to predict efficacy of different dosing regimens

B Menezes, C Cilliers, T Wessler, GM Thurber… - The AAPS journal, 2020 - Springer
… Here, we develop a hybrid agent-based model (ABM) to capture … Our model is a hybrid ABM
comprised of cancer cells and … PK/PD data gathered in the lab and the computational model

Quantitative systems pharmacology approaches for immuno‐oncology: adding virtual patients to the development paradigm

V Chelliah, G Lazarou, S Bhatnagar… - Clinical …, 2021 - Wiley Online Library
… and pharmacodynamic (PK/PD) models, which typically … a comprehensive review of
mathematical models describing … , but other approaches, such as agent based models, 6 are also …

Opportunities for quantitative translational modeling in oncology

JWT Yates, H Byrne, SC Chapman… - Clinical …, 2020 - Wiley Online Library
… to applying PK/PD and other dose/exposure analyses in oncology. Partly… Agent-based and
individual-based simulations are … , all the models selected should be included in an integrated

A New Hybrid Agent-Based Model to Evaluate Antibody-Drug Conjugates in Solid Tumors

B Menezes - 2021 - deepblue.lib.umich.edu
… Our model is a hybrid ABM comprised of cancer cells and … The overall probability for cell
killing becomes the integration … cell PK/PD data gathered in the lab and the computational model

[HTML][HTML] Quantitative mechanistic modeling in support of pharmacological therapeutics development in immuno-oncology

K Peskov, I Azarov, L Chu, V Voronova… - Frontiers in …, 2019 - frontiersin.org
… or another complicate integration into, and practical use of a mathematical model. For example…
For example, cellular automata and agent-based models (ABMs) (129), as well as various …

PhysiBoSS 2.0: a sustainable integration of stochastic Boolean and agent-based modelling frameworks

M Ponce-de-Leon, A Montagud, V Noël… - npj Systems Biology …, 2023 - nature.com
… , suitable for modelling cancer. We show different approaches for integrating Boolean …
considering expanding this work with the recent inclusion of PK/PD models in PhysiCell 44 . …

Computational modelling of modern cancer immunotherapy

D Valentinuzzi, R Jeraj - Physics in Medicine & Biology, 2020 - iopscience.iop.org
models, agent-based models, and logic-based models. Pros … Based on their PK/PD modelling,
they suggested testing the … Additionally, their simplicity also allows for a comprehensive

A spatial quantitative systems pharmacology platform spQSP-IO for simulations of Tumor–Immune interactions and effects of checkpoint inhibitor immunotherapy

C Gong, A Ruiz-Martinez, H Kimko, AS Popel - Cancers, 2021 - mdpi.com
… of QSP models and spatially resolved agent-based models (… a model of cancer development
in the context of anti-cancer … (PK/PD) modules as part of the overall whole-patient model, it is …

Predictive simulations in preclinical oncology to guide the translation of biologics

S Dong, I Nessler, A Kopp, B Rubahamya… - Frontiers in …, 2022 - frontiersin.org
… to integrate this data in a quantitative manner to make informed decisions. There have been
innumerable published mechanistic models … More recently, hybrid agent-based models

… PHARMACOLOGY MODELS OF COMBINATION THERAPIES OF IMMUNE CHECKPOINT INHIBITORS AND AN EPIGENETIC MODULATOR IN BREAST CANCER

H Wang - 2019 - jscholarship.library.jhu.edu
… pharmacology model is built to integrate immune-cancer cell … model, there are other
ODE-based and agentbased models … While T cell trafficking equations and the PK/PD module of …