Computing the structural influence matrix for biological systems

G Giordano, C Cuba Samaniego, E Franco… - Journal of Mathematical …, 2016 - Springer
We consider the problem of identifying structural influences of external inputs on steady-
state outputs in a biological network model. We speak of a structural influence if, upon a …

Structural and dynamical analysis of biological networks

C Klein, A Marino, MF Sagot… - Briefings in functional …, 2012 - academic.oup.com
Biological networks are currently being studied with approaches derived from the
mathematical and physical sciences. Their structural analysis enables to highlight nodes …

Decomposing complex reaction networks using random sampling, principal component analysis and basis rotation

CL Barrett, MJ Herrgard, B Palsson - BMC systems biology, 2009 - Springer
Background Metabolism and its regulation constitute a large fraction of the molecular activity
within cells. The control of cellular metabolic state is mediated by numerous molecular …

Structural analysis in biology: A control-theoretic approach

F Blanchini, G Giordano - Automatica, 2021 - Elsevier
Despite their complexity, biological systems are able to endure huge parameter fluctuations
and survive in the most diverse environmental conditions. Mathematical tools from graph …

A mathematical tool for exploring the dynamics of biological networks

PE Barbano, M Spivak, M Flajolet… - Proceedings of the …, 2007 - National Acad Sciences
We have developed a mathematical approach to the study of dynamical biological networks,
based on combining large-scale numerical simulation with nonlinear “dimensionality …

A method for the generation of standardized qualitative dynamical systems of regulatory networks

L Mendoza, I Xenarios - Theoretical Biology and Medical Modelling, 2006 - Springer
Background Modeling of molecular networks is necessary to understand their dynamical
properties. While a wealth of information on molecular connectivity is available, there are still …

Qualitative approaches to the analysis of genetic regulatory networks

H de Jong, D Ropers - 2006 - direct.mit.edu
There is a growing demand for methods that can make predictions of qualitative properties
of the dynamics of molecular interaction networks, that is, properties that are invariant for a …

Dynamical modeling of biological regulatory networks

C Chaouiya, H de Jong, D Thieffry - Biosystems, 2006 - ui.adsabs.harvard.edu
This special issue of BioSystems has grown out of a workshop on the dynamical modeling of
biological regulatory networks held in Montreal in the summer of 2004. Most of the articles in …

Analyzing steady states of dynamics of bio-molecules from the structure of regulatory networks

A Mochizuki, D Saito - Journal of theoretical biology, 2010 - Elsevier
Regulatory relations between biological molecules constitute complex network systems and
realize diverse biological functions through the dynamics of molecular activities. However …

[HTML][HTML] Inferring reaction systems from ordinary differential equations

F Fages, S Gay, S Soliman - Theoretical Computer Science, 2015 - Elsevier
Abstract In Mathematical Biology, many dynamical models of biochemical reaction systems
are presented with Ordinary Differential Equations (ODE). Once kinetic parameter values are …