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A framework to shift basins of attraction of gene regulatory networks through batch reinforcement learning
(2020-05-16)
A major challenge in gene regulatory networks (GRN) of biological systems is to discover when and what in-terventions should be applied to shift them to healthy phenotypes. A set of gene activity profiles, called basin ...
Reconstruction of a gene regulatory network of the induced systemic resistance defense response in Arabidopsis using boolean networks.
Background: An important process for plant survival is the immune system. The induced systemic resistance (ISR) triggered by beneficial microbes is an important cost-effective defense mechanism by which plants are primed ...
Modularity and evolutionary constraints in a baculovirus gene regulatory network
(BioMed Central, 2013)
Abstract
Background
The structure of regulatory networks remains an open question in our understanding of complex biological systems. Interactions during complete viral life cycles present ...
An updated gene regulatory network reconstruction of multidrug-resistant Pseudomonas aeruginosa CCBH4851
(Fundação Oswaldo Cruz. Instituto Oswaldo Cruz., 2023)
Gene regulatory network inference and analysis of multidrug-resistant Pseudomonas aeruginosa
(Fundação Oswaldo Cruz, 2019)
A software tool for discovery of gene regulatory networks: Analysis of Alzheimer disease data
(Sociedad Argentina de Informática e Investigación Operativa, 2018)
A gene regulatory network (GRN) is a collection of molecular regulatorsthat interact with each other to govern the majority of the molecular processes.These networks play a central role in in every process of life, therefore, ...