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Design patterns of biological cells

Steven S. Andrews, H Wiley, Herbert M. Sauro

2024BioEssays11 citationsDOIOpen Access PDF

Abstract

Design patterns are generalized solutions to frequently recurring problems. They were initially developed by architects and computer scientists to create a higher level of abstraction for their designs. Here, we extend these concepts to cell biology to lend a new perspective on the evolved designs of cells' underlying reaction networks. We present a catalog of 21 design patterns divided into three categories: creational patterns describe processes that build the cell, structural patterns describe the layouts of reaction networks, and behavioral patterns describe reaction network function. Applying this pattern language to the E. coli central metabolic reaction network, the yeast pheromone response signaling network, and other examples lends new insights into these systems.

Topics & Concepts

AbstractionPerspective (graphical)Systems biologyComputer scienceFunction (biology)Synthetic biologyTheoretical computer scienceComputational biologyBiologyArtificial intelligenceEvolutionary biologyEpistemologyPhilosophyGene Regulatory Network AnalysisCell Image Analysis TechniquesPlant and Biological Electrophysiology Studies
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