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Efficient Sampling of Genetically Encoded Biosensor Design Space Enabled with a Design of Experiments and Automation Workflow
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Embedding ultrasensitivity via cooperation in biomolecular circuit design: a framework for robust adaptation

Anna Procopio, Francesco Montefusco, Donatella Dragone

    Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
    |December 3, 2025
    PubMed

    Abstract:

    Chemical reaction networks (CRNs) serve as powerful frameworks for designing robust synthetic biological feedback control circuits. Recently, we identified a two-state motif that employs ultrasensitive feedback regulation to maintain a homeostatic equilibrium, inherently robust to environmental fluctuations. In this work, we construct a CRN that embeds the proposed two-state motif through cooperative reactions and demonstrate that increasing the level of cooperation enhances adaptive homeostasis, ensuring robustness against system uncertainties and external disturbances.

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