Before revision:  We also identify conditions when these three patterns (steep, gradual, and overshooting) confer advantages  .
After revision:  We also identify conditions when these three patterns (steep, gradual, and overshooting) confer advantages . Our study shows that cellular signal transduction is governed by the principle of minimizing free energy dissipation and uncertainty; these constraints serve as selective pressures when designing dynamical signaling patterns .