#22 · Systems biology
First-passage timing separable from steady-state output in stochastic regulatory models
The dominant thread is treating first-passage timing and steady-state output as separable properties of stochastic regulatory models. An exact renewal-equation framework links first-passage timing to branching growth and is applied to optimal bacteriophage lysis time. A Markov process analysis shows that readout steady state can change with input while mean first-passage activation time remains fixed, through rate scaling. A minimal model of phage lysis-lysogeny decisions attributes MOI-dependent asymmetry to host protease coupling and derives scaling laws; this addresses decision asymmetry rather than first-passage timing directly, so its link to the shared scope is partial. What is distinctive is the separation of timing from steady-state output, rather than treating them as coupled outcomes.
Published papers
Decoupling between activation time and steady-state level in input-output responses.
Markov process models show output decoupling: readout steady state changes with input while mean first-passage activation time stays fixed, via rate scale…
Preprints
Branching under First-Passage Resetting
Framework linking first-passage timing to branching growth via an exact renewal equation; applied to optimal bacteriophage lysis time.
Counting to two: how phages decide between lysis and lysogeny
Minimal analytical model of phage lysis-lysogeny decisions showing how host protease coupling creates MOI-dependent asymmetry, yielding scaling laws and…
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