Retroactivity arises when the coupling of a molecular network to a downstream network results in signal propagation back from to . The phenomenon represents a breakdown in modularity of biochemical circuits and hampers the rational design of complex functional networks. Considering simple models of signal-transduction architectures, we demonstrate the strong dependence of retroactivity on the properties of the upstream system, and explore the cost and efficacy of fuel-consuming insulating motifs that can mitigate retroactive effects. We find that simple insulating motifs can suppress retroactivity at a low fuel cost by coupling only weakly to the upstream system . However, this design approach reduces the signalling network’s robustness to perturbations from leak reactions, and potentially compromises its ability to respond to rapidly-varying signals.

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