Harnessing Agent-Based Modeling in CellAgentChat to Unravel Cell-Cell Interactions from Single-Cell Data
Vishvak Raghavan,
Yue Li,
Jun Ding
Abstract:Deciphering cell-cell interactions is crucial yet challenging, given the inherent intricacy and heterogeneity of cellular dynamics within biological systems. Existing methodologies, primarily those grounded in statistical or machine-learning approaches, often demand intricate mathematical representations that limit their efficacy in biological settings. Herein, we introduce CellAgentChat, a pioneering application of agent-based modeling (ABM) devised for unraveling cell-cell interactions from single-cell RNA s… Show more
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