Rate-limiting steps in transcription dictate sensitivity to variability in cellular components
Jarno Mäkelä1,2, Vinodh Kandavalli1, Andre S Ribeiro3,4,5
1Laboratory of Biosystem Dynamics, BioMediTech Institute and Faculty of Biomedical Sciences and Engineering, Tampere University of Technology, 33101, Tampere, Finland.
Cell variability impacts RNA and protein production, creating distinct cell lineages. This variability is linked to promoter sequence and gene regulation, influencing transcription dynamics.
Area of Science:
- Molecular Biology
- Systems Biology
- Genetics
Background:
- Cell-to-cell variability in molecular components drives diversity in RNA and protein production.
- Inherited cellular components lead to lineage-specific variations in these production dynamics.
- This variability is hypothesized to be dependent on promoter initiation kinetics.
Purpose of the Study:
- To investigate the role of promoter initiation kinetics in cell-to-cell and lineage-to-lineage variability of RNA production.
- To differentiate between transient and constant sources of variability in RNA production.
- To understand how promoter sequences and induction schemes influence transcription variability.
Main Methods:
- Utilized stochastic models to predict the impact of molecular variability on RNA production dynamics.
- Employed single-cell, single-RNA level time-lapse microscopy in Escherichia coli.
- Analyzed independent cell lineages to assess gene activation times and RNA production rates.
Main Results:
- Stochastic models predicted that upstream molecular variability has transient effects, while variability in transcription-controlling molecules has constant effects on RNA production.
- Empirical data revealed lineage-to-lineage variability in gene activation times and mean RNA production rates in E. coli.
- Observed significant differences in variability based on the promoters and inducers used.
Conclusions:
- Cell-to-cell and lineage-to-lineage variability in RNA and protein production are influenced by promoter sequence-dependent and regulated transcription kinetics.
- Differences in rate-limiting transcription steps explain observed variability patterns.
- Findings highlight the regulatory role of promoter characteristics in gene expression variability.
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