Agent-based modeling of host–pathogen systems: The successes and challenges

AL Bauer, CAA Beauchemin, AS Perelson - Information sciences, 2009 - Elsevier
Agent-based models have been employed to describe numerous processes in immunology.
Simulations based on these types of models have been used to enhance our understanding …

Host–pathogen systems biology

CV Forst - Infectious disease informatics, 2010 - Springer
Unlike traditional biological research that focuses on a small set of components, systems
biology studies the complex interactions among a large number of genes, proteins, and …

Modeling systems-level regulation of host immune responses

J Thakar, M Pilione, G Kirimanjeswara… - PLoS computational …, 2007 - journals.plos.org
Many pathogens are able to manipulate the signaling pathways responsible for the
generation of host immune responses. Here we examine and model a respiratory infection …

Computational models in systems biology: standards, dissemination, and best practices

LS Vieira, RC Laubenbacher - Current opinion in biotechnology, 2022 - Elsevier
Highlights•Systems Biology Markup Language has greatly improved the dissemination of
many model types.•The representation of agent-based models (ABMs) remains in its infancy …

Trends in mathematical modeling of host–pathogen interactions

J Ewald, P Sieber, R Garde, SN Lang… - Cellular and Molecular …, 2020 - Springer
Pathogenic microorganisms entail enormous problems for humans, livestock, and crop
plants. A better understanding of the different infection strategies of the pathogens enables …

[HTML][HTML] A taxonomy for agent-based models in human infectious disease epidemiology

E Hunter, B Mac Namee… - Journal of Artificial …, 2017 - jasss.soc.surrey.ac.uk
Agent-based simulation modelling has been used in many epidemiological studies on
infectious diseases. However, because agent based modelling is a field without any clear …

Agent‐based modeling of the immune system: NetLogo, a promising framework

F Chiacchio, M Pennisi, G Russo… - BioMed research …, 2014 - Wiley Online Library
Several components that interact with each other to evolve a complex, and, in some cases,
unexpected behavior, represents one of the main and fascinating features of the mammalian …

[HTML][HTML] In-host modeling

SM Ciupe, JM Heffernan - Infectious Disease Modelling, 2017 - Elsevier
Understanding the mechanisms governing host-pathogen kinetics is important and can
guide human interventions. In-host mathematical models, together with biological data, have …

Simulation modelling for immunologists

A Handel, NL La Gruta, PG Thomas - Nature Reviews Immunology, 2020 - nature.com
The immune system is inordinately complex with many interacting components determining
overall outcomes. Mathematical and computational modelling provides a useful way in …

The Basic Immune Simulator: an agent-based model to study the interactions between innate and adaptive immunity

VA Folcik, GC An, CG Orosz - Theoretical Biology and Medical Modelling, 2007 - Springer
Abstract Background We introduce the Basic Immune Simulator (BIS), an agent-based
model created to study the interactions between the cells of the innate and adaptive immune …