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Cooperative reliable response from sloppy gene-expression dynamics

Cooperative reliable response from sloppy gene-expression dynamics

Gene expression dynamics satisfying given input-output relationships were investigated by evolving the networks for an optimal response. We found three types of networks and corresponding dynamics, depending on the sensitivity of gene expression dynamics: direct response with straight paths, amplified response by a feed-forward network, and cooperative response with a …