The Low Noise Limit in Gene Expression
Roy D Dar1, Brandon S Razooky2, Leor S Weinberger3
1Gladstone Institute of Virology and Immunology, San Francisco, California, United States of America; Department of Bioengineering, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America; Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America.
Variability in protein translation, not constitutive noise, dictates gene expression limits. This study reveals two distinct noise patterns: a global floor from bursting and high noise in specific genes.
Area of Science:
- Molecular Biology
- Systems Biology
- Biophysics
Background:
- Protein noise measurements are crucial for understanding biophysical parameters in gene expression.
- Current noise analyses often conflict with directly measured parameters, indicating underlying analytical issues.
Purpose of the Study:
- To resolve inconsistencies between protein noise measurements and directly measured biophysical parameters.
- To investigate the role of translational bursting in setting the low noise limit of gene expression.
Main Methods:
- Analysis of genome-wide translational efficiency variations.
- Comparison of noise patterns in gene expression data, specifically in E. coli.
Main Results:
- Inconsistencies in noise analysis stem from assuming invariant translation rates and overlooking translational bursting.
- Systematic variations in translational efficiency, not constitutive extrinsic noise, control the low noise limit.
- Identified two distinct gene expression noise patterns: a global floor from bursting and high noise in select genes.
Conclusions:
- Translational bursting variability is a key determinant of the low noise limit in gene expression.
- Constitutive extrinsic noise plays a minor role when translational efficiency varies systematically.
- Gene expression exhibits distinct noise patterns influenced by bursting mechanisms.
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