A necessary condition for non-monotonic dose response, with an application to a kinetic proofreading model -- Extended version
Steady state nonmonotonic ("biphasic") dose responses are often observed in experimental biology, which raises the control-theoretic question of identifying which possible mechanisms might underlie such behaviors. It is well known that the presence of an incoherent feedforward loop (IFFL)...
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Zusammenfassung: | Steady state nonmonotonic ("biphasic") dose responses are often observed in
experimental biology, which raises the control-theoretic question of
identifying which possible mechanisms might underlie such behaviors. It is well
known that the presence of an incoherent feedforward loop (IFFL) in a network
may give rise to a nonmonotonic response. It has been conjectured that this
condition is also necessary, i.e. that a nonmonotonic response implies the
existence of an IFFL. In this paper, we show that this conjecture is false, and
in the process prove a weaker version: that either an IFFL must exist or both a
positive feedback loop and a negative feedback loop must exist. Towards this
aim, we give necessary and sufficient conditions for when minors of a symbolic
matrix have mixed signs. Finally, we study in full generality when a model of
immune T-cell activation could exhibit a steady state nonmonotonic dose
response. |
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DOI: | 10.48550/arxiv.2403.13862 |