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Pioneer: Dynamical Systems Biology for Spatiotemporal Omics Data
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AI
DOI：10.1016/j.jmb.2026.169864.png)
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Abstract
En 中文
• Dynamical systems biology is a rapidly developing field. • Dynamical network biomarkers and early warning signal provide tools to ellucidate the critical transition phenomena in complex biological systems. • Energy landscape theory designed stochastic models for cell development and differentiation. • Dynamical models for single-cell omics reveal continuous spatiotemporal biological processes and mechanisms from snapshot measurements. • Dynamical systems biology provides a promising approach to realize AI Virtual Cell.
Keywords:
dynamical systems biology
spatiotemporal omics
early warning signals
energy landscape theory
virtual cell
Journal
IF:
4.5
Papers:
607
Citations:
5.4W
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