Approximate kernel reconstruction for time-varying networks
Background Most existing algorithms for modeling and analyzing molecular networks assume a static or time-invariant network topology. Such view, however, does not render the temporal evolution of the underlying biological process as molecular networks ...
Gregory Ditzler +3 more
doaj +1 more source
Reduction of the chemical master equation for gene regulatory networks using proper generalized decompositions [PDF]
The numerical solution of the chemical master equation (CME) governing gene regulatory networks and cell signaling processes remains a challenging task owing to its complexity, exponentially growing with the number of species involved.
CHINESTA SORIA, Francisco +3 more
core +1 more source
Filtering for nonlinear genetic regulatory networks with stochastic disturbances [PDF]
In this paper, the filtering problem is investigated for nonlinear genetic regulatory networks with stochastic disturbances and time delays, where the nonlinear function describing the feedback regulation is assumed to satisfy the sector condition, the ...
Liu, X +4 more
core +7 more sources
A method to construct gene regulatory networks to estimate and calculate time delays [PDF]
In general, the motive of this research is to infer gene regulatory network in order to clarify the basis consequences of biological process at the molecular level.
Mohamad, Mohd. Saberi, Chai, Suk Phin
core +1 more source
Correlated fluctuations carry signatures of gene regulatory network dynamics [PDF]
The dynamics of transcriptional control involve small numbers of molecules and result in significant fluctuations in protein and mRNA concentrations.
Pakka, V. H. +9 more
core +1 more source
Model Checking Gene Regulatory Networks [PDF]
19 pages, 20 references, 4 ...
Mirco Giacobbe +5 more
openaire +5 more sources
Understanding Tissue-Specific Gene Regulation
Summary: Although all human tissues carry out common processes, tissues are distinguished by gene expression patterns, implying that distinct regulatory programs control tissue specificity.
Abhijeet Rajendra Sonawane +9 more
doaj +1 more source
Variable levels of drift in tunicate cardiopharyngeal gene regulatory elements
Background Mutations in gene regulatory networks often lead to genetic divergence without impacting gene expression or developmental patterning. The rules governing this process of developmental systems drift, including the variable impact of selective ...
William Colgan +25 more
doaj +1 more source
An extended Kalman filtering approach to modeling nonlinear dynamic gene regulatory networks via short gene expression time series [PDF]
Copyright [2009] IEEE. This material is posted here with permission of the IEEE. Such permission of the IEEE does not in any way imply IEEE endorsement of any of Brunel University's products or services.
Liu, Y +4 more
core +1 more source
Gene Regulatory Networks in the Genomics Era
The precise regulation of gene expression is critical to the normal development and biological function of all organisms. Dysregulation of gene expression during early development can result in a spectrum of failures ranging from minor defects to the termination of development.
Matthew Loose +3 more
openaire +5 more sources

