Computational modeling of mammalian signaling networks

JJ Hughey, TK Lee, MW Covert - … Reviews: Systems Biology …, 2010 - Wiley Online Library
… exhibited by, a network of interest. Next, we … model signaling network behavior. Finally,
we focus on three specific instances of ‘model-driven discovery’: cases in which computational

Modeling of signaling networks

SR Neves, R Iyengar - Bioessays, 2002 - Wiley Online Library
… of computational models of biochemical networks and describe the insights gained from …
current approaches to modeling signaling pathways and networks. Signaling modules and …

Signaling networks: information flow, computation, and decision making

EU Azeloglu, R Iyengar - Cold Spring Harbor …, 2015 - cshperspectives.cshlp.org
… The complexity of these networks requires the use of computational models to … computational
approaches used to study signaling networks are graph theory and dynamical modeling

Computational models reduce complexity and accelerate insight into cardiac signaling networks

JH Yang, JJ Saucerman - Circulation research, 2011 - Am Heart Assoc
… Here, we review the contributions computational modeling approaches have … signaling
networks and forecast opportunities for computational models to accelerate cardiac signaling

Modeling cell signaling networks

NJ Eungdamrong, R Iyengar - Biology of the Cell, 2004 - Elsevier
… of a mathematical model for signaling networks, with focus on G … constructing a mathematical
model of signaling network. Next, … , which include modeling spatially restricted biochemical …

[HTML][HTML] Mechanistic computational models of microRNA-mediated signaling networks in human diseases

C Zhao, Y Zhang, AS Popel - International journal of molecular sciences, 2019 - mdpi.com
… The use of computational models, especially kinetic models (… demonstrated through modeling
specific network motifs which … Models of this type are often based on established miR–TF–…

Computational modeling and verification of signaling pathways in cancer

H Gong, P Zuliani, A Komuravelli, JR Faeder… - Algebraic and Numeric …, 2012 - Springer
… of our model. We argue that computational modeling and statistical model checking can be
… the emergent behavior of complex signaling pathways. In particular, the use of statistical …

Computational modeling of signaling networks for eukaryotic chemosensing

M Meier-Schellersheim, F Klauschen… - … : Methods and Protocols, 2009 - Springer
… The task of developing and simulating computational models of signaling networks for …
This means that the computational model must have a spatially resolved representation of …

[HTML][HTML] Computational modeling with forward and reverse engineering links signaling network and genomic regulatory responses: NF-κB signaling-induced gene …

SC Peng, DSH Wong, KC Tung, YY Chen, CC Chao… - BMC …, 2010 - Springer
… a new computational modeling approach by … signaling model, using the NF-κB signaling
pathway with the corresponding gene responses as the case study. In this work, the NCA model

Computational modeling of cellular signaling processes embedded into dynamic spatial contexts

BR Angermann, F Klauschen, AD Garcia, T Prustel… - Nature …, 2012 - nature.com
… To illustrate the challenges associated with transitioning from a nonspatial to a spatial
representation of a signaling network, we consider a simple model of receptor-mediated cellular …