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Updated: Feb 15, 2026

Author Spotlight: A Computational Pipeline for Analyzing Chimeric Noncoding RNA-Target RNA Interactions in High-Throughput Sequencing Data
Published on: December 1, 2023
Threshold response and bistability in gene regulation by small noncoding RNA.
1Department of Protein Chemistry and Technology, Central Food Technological Research Institute, 570 020, Mysore, India. sutapa@cftri.res.in.
Mathematical modeling reveals how gene expression in E. coli changes under stress. Altering regulation of small noncoding RNAs (sRNA) can shift gene expression from threshold to bistable responses, with noise influencing outcomes.
Area of Science:
- Systems Biology
- Molecular Biology
- Biophysics
Background:
- Gene expression regulation is crucial for bacterial survival under environmental stress.
- Small noncoding RNAs (sRNA) play a significant role in post-transcriptional gene regulation.
- Genetic feedback motifs are fundamental in controlling cellular processes.
Purpose of the Study:
- To investigate the combined effects of transcriptional and translational regulation by proteins and sRNAs.
- To analyze how alterations in sRNA regulation impact gene expression dynamics.
- To explore the influence of noise on gene expression in a genetic feedback network.
Main Methods:
- Mathematical modeling of a genetic feedback motif.
- Deterministic analysis of gene expression responses.
- Fokker-Planck formulation to study stochastic gene expression.
- Analysis of steady-state probability distributions for sRNA concentration.
Main Results:
- Subtle changes in regulatory mechanisms can lead to significant shifts in gene expression.
- Altering sRNA synthesis or degradation regulation transforms threshold responses into bistable responses.
- Stochastic gene expression, under additive and multiplicative noise, results in bimodal probability distributions for sRNA concentration.
- Noise strength and correlations affect the steady-state distributions.
Conclusions:
- The interplay between transcriptional and translational regulation, particularly involving sRNAs, is critical for bacterial stress response.
- Bistability in gene expression can be achieved by modulating sRNA regulatory dynamics.
- Noise plays a significant role in shaping gene expression outcomes in biological systems.
- The findings offer insights for designing synthetic genetic networks for artificial control applications.
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