作者
Jose Davila-Velderrain, Carlos Villarreal, Elena R Alvarez-Buylla
发表日期
2015/12
期刊
BMC systems biology
卷号
9
页码范围
1-14
出版商
BioMed Central
简介
Background
Gene regulatory network (GRN) dynamical models are standard systems biology tools for the mechanistic understanding of developmental processes and are enabling the formalization of the epigenetic landscape (EL) model.
Methods
In this work we propose a modeling framework which integrates standard mathematical analyses to extend the simple GRN Boolean model in order to address questions regarding the impact of gene specific perturbations in cell-fate decisions during development.
Results
We systematically tested the propensity of individual genes to produce qualitative changes to the EL induced by modification of gene characteristic decay rates reflecting the temporal dynamics of differentiation stimuli. By applying this approach to the flower specification GRN (FOS-GRN) we uncovered …
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