Modules, networks and systems medicine for understanding disease and aiding diagnosis

M Gustafsson, CE Nestor, H Zhang, AL Barabási… - Genome medicine, 2014 - Springer
Many common diseases, such as asthma, diabetes or obesity, involve altered interactions
between thousands of genes. High-throughput techniques (omics) allow identification of …

Cellular and population plasticity of helper CD4+ T cell responses

G Magombedze, PBJ Reddy, S Eda… - Frontiers in …, 2013 - frontiersin.org
Vertebrates are constantly exposed to pathogens, and the adaptive immunity has most likely
evolved to control and clear such infectious agents. CD4+ T cells are the major players in …

Modeling biology spanning different scales: an open challenge

F Castiglione, F Pappalardo, C Bianca… - BioMed research …, 2014 - Wiley Online Library
It is coming nowadays more clear that in order to obtain a unified description of the different
mechanisms governing the behavior and causality relations among the various parts of a …

ADAM: analysis of discrete models of biological systems using computer algebra

F Hinkelmann, M Brandon, B Guang, R McNeill… - BMC …, 2011 - Springer
Background Many biological systems are modeled qualitatively with discrete models, such
as probabilistic Boolean networks, logical models, Petri nets, and agent-based models, to …

Competition for antigen between Th1 and Th2 responses determines the timing of the immune response switch during Mycobaterium avium subspecies …

G Magombedze, S Eda… - PLoS computational …, 2014 - journals.plos.org
Johne's disease (JD), a persistent and slow progressing infection of ruminants such as cows
and sheep, is caused by slow replicating bacilli Mycobacterium avium subspecies …

Multiscale modelling in immunology: a review

A Cappuccio, P Tieri, F Castiglione - Briefings in bioinformatics, 2016 - academic.oup.com
One of the greatest challenges in biomedicine is to get a unified view of observations made
from the molecular up to the organism scale. Towards this goal, multiscale models have …

Computational modeling of heterogeneity and function of CD4+ T cells

A Carbo, R Hontecillas, T Andrew, K Eden… - Frontiers in cell and …, 2014 - frontiersin.org
The immune system is composed of many different cell types and hundreds of intersecting
molecular pathways and signals. This large biological complexity requires coordination …

Mechanistic modeling and multiscale applications for precision medicine: theory and practice

E Stalidzans, M Zanin, P Tieri, F Castiglione… - Network and systems …, 2020 - liebertpub.com
Drug research, therapy development, and other areas of pharmacology and medicine can
benefit from simulations and optimization of mathematical models that contain a …

Understanding the hidden relations between pro-and anti-inflammatory cytokine genes in bovine oviduct epithelium using a multilayer response surface method

R Kowsar, B Keshtegar, A Miyamoto - Scientific reports, 2019 - nature.com
An understanding gene-gene interaction helps users to design the next experiments
efficiently and (if applicable) to make a better decision of drugs application based on the …

An integrative computational systems biology approach identifies differentially regulated dynamic transcriptome signatures which drive the initiation of human T helper …

T Äijö, SM Edelman, T Lönnberg, A Larjo, H Kallionpää… - BMC genomics, 2012 - Springer
Background A proper balance between different T helper (Th) cell subsets is necessary for
normal functioning of the adaptive immune system. Revealing key genes and pathways …