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Publications of Eduardo D. Sontag jointly with A. Gupta
Articles in journal or book chapters
  1. A. Gupta and E. D. Sontag. Cumulative dose responses for adapting biological systems. Royal society Interface, 2024. Note: Submitted. Also preprint in https://doi.org/10.1101/2024.11.22.624851.Keyword(s): dose response, perfect adaptation, systems biology, incoherent feedforward loops, integral feedback, immunology, T cells.
    Abstract:
    This paper introduces the notion of cumulative dose response (cDR). The cDR is the area under the plot of a response variable, an integral taken over a fixed time interval and seen as a function of an input parameter. This work was motivated by the accumulation of cytokines resulting from T cell stimulation, where a non-monotonic cDR has been observed experimentally. However, the notion is of general applicability. A surprising conclusion is that incoherent feedforward loops studied in the systems biology literature, though capable of non-monotonic dose responses, can be mathematically shown to always result in monotonic cDR.



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Last modified: Fri Jan 31 11:07:57 2025
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