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Filtering input fluctuations in intensity and in time underlies stochastic transcriptional pulses without feedback

Alberto Stefano Sassi, Mayra Garcia-Alcala, J. Mark Kim, Philippe Cluzel, Yuhai Tu

2020Proceedings of the National Academy of Sciences11 citationsDOIOpen Access PDF

Abstract

flagellar synthesis data from different strains and mutants, we identify the general underlying design principles for generating stochastic transcriptional pulses without feedback. Our study shows that an inhibitor (YdiV) of the transcription factor (FlhDC) creates a monotonic ultrasensitive switch that serves as a digital filter to eliminate small-amplitude FlhDC fluctuations. Furthermore, we find that the high-frequency (fast) fluctuations of FlhDC are filtered out by integration over a timescale longer than the timescale of the input fluctuations. Together, our results reveal a filter-and-integrate design for generating stochastic pulses without feedback. This filter-and-integrate mechanism enables a general strategy for cells to avoid premature activation of the expensive downstream gene expression by filtering input fluctuations in both intensity and time so that the system only responds to input signals that are both strong and persistent.

Topics & Concepts

BistabilityFilter (signal processing)Biological systemNegative feedbackPulsatile flowComputer scienceAmplitudeStochastic modellingPositive feedbackControl theory (sociology)PhysicsBiologyMathematicsControl (management)OpticsOptoelectronicsEngineeringArtificial intelligenceEndocrinologyStatisticsVoltageElectrical engineeringQuantum mechanicsComputer visionGene Regulatory Network AnalysisMolecular Communication and NanonetworksEvolution and Genetic Dynamics
Filtering input fluctuations in intensity and in time underlies stochastic transcriptional pulses without feedback | Litcius