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Biophys J, August 2002, p. 740-752, Vol. 83, No. 2
National Centre for Biological Sciences, Gandhi Krishi Vigyan Kendra Campus, Bangalore 560065, India
Networks of signaling pathways perform complex temporal
decoding functions in diverse biological systems, including the
synapse, development, and bacterial chemotaxis. This paper examines
temporal filtering and tuning properties of synaptic signaling pathways as a possible substrate for emergent temporal decoding. A mass action
kinetic model of 16 synaptic signaling pathways was used to dissect out
the contribution of these pathways in linear cascades and when coupled
to form a network. The model predicts two primary mechanisms of
temporal tuning of pathways: a weighted summation of responses of
pathways with different timings and the presence of biochemical
feedback loop(s) with emergent dynamics. Regulatory inputs act
differently on these two tuning mechanisms. In the first case,
regulators act like a gain-control on pathways with different intrinsic
tuning. In the case of feedback loops, the temporal properties of the
loop itself are changed. These basic tuning mechanisms may underlie
specialized temporal tuning functions in more complex signaling systems
in biology.
Biophys J, August 2002, p. 740-752, Vol. 83, No. 2
© 2002 by the Biophysical Society 0006-3495/02/08/740/13 $2.00
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