[SS20] Dynamics and Structures of Biological Networks II: Regulatory Networks

[SS20-01] Stochastic dynamics of complex gene regulatory networks

*Chen Jia¹ (1. Beijing Computational Science Research Center (China))

Keywords:

gene regulatory network,stochastic gene expression,mathematical theory,statistical inference,computational method

Gene expression and gene regulation are among the most critical dynamic processes within cells, decisively impacting cell differentiation, proliferation, apoptosis, signal transduction, stress responses, and the initiation and progression of diseases. Over the past two decades, both theoretical and experimental breakthroughs have been achieved in the stochastic dynamics of gene regulatory networks. In this presentation, I will introduce our group’s latest advancements in stochastic gene regulatory networks, including rigorous mathematical theories, novel statistical inference methods, and efficient computational techniques.