Laboratory for Control, Learning, and Systems Biology

Papers by A. Gupta and E.D. Sontag

2025
  1. A. Gupta, E. D. Sontag, "Cumulative dose responses for adapting biological systems", Royal Society Interface, vol. 22, pp. 20240877, 2025. pdf
    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.