when signals are noisy and fluctuating with time. In this study, we show that in budding
yeast, the decision of cell cycle commitment (Start) is determined by the time integration of its
triggering signal Cln3. We further identify the Start repressor, Whi5, as the integrator. The
instantaneous kinase activity of Cln3-Cdk1 is recorded over time on the phosphorylated
Whi5, and the decision is made only when phosphorylated Whi5 reaches a threshold. Cells …