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Updated: Apr 22, 2026

MEDUSA for Identifying Death Regulatory Genes in Chemo-genetic Profiling Data
Published on: February 7, 2025
Matters of life and death in computational cell biology
Connor McShaffrey1, Eran Agmon2, Randall D Beer3,4,5
1Cognitive Science Program, Indiana University Bloomington, Bloomington, IN, USA. cmcshaff@iu.edu.
Abstract:
Many cell models deal with constraints for life's persistence, yet we lack principles for how dynamics interact with them and their origins in actual biology. Computational biology needs a theory of viability that confronts the life-death boundary to overcome this. We explore how geometric structures in a model's state space offer organizing principles for cell fate, and how idealized models of emergent individuals may help explain life's intrinsically generated limits.
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