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Expression variation and covariation impair analog and enable binary signaling control.
Kyle M Kovary1, Brooks Taylor1, Michael L Zhao1
1Department of Chemical and Systems Biology, Stanford University, Stanford, CA, USA.
Molecular Systems Biology
|May 16, 2018
Summary
Cell signaling proteins show lower than expected variation, enabling precise single-cell communication. Increased variation and pathway components allow population-level control of cell fate decisions.
Area of Science:
- Cellular Biology
- Systems Biology
- Quantitative Proteomics
Background:
- Cellular signaling proteins typically exhibit high variability (approx. 25% CV) due to synthesis and degradation noise.
- This high variation hinders accurate single-cell signal transmission, despite its benefits for population-level regulation.
Purpose of the Study:
- To quantify cell-to-cell variability in relative protein abundance in individual cells.
- To investigate the role of expression variation and covariation in controlling cell fate decisions, specifically bimodal ERK signaling.
Main Methods:
- Quantitative proteomics was employed to measure relative protein abundance in individual *Xenopus laevis* eggs and cultured human cells.
- Analysis focused on the variability and covariation of MEK and ERK expression in the context of bimodal ERK signaling.
Main Results:
- Measured protein abundance variation was significantly lower than expected, ranging from 5-15% CV, which supports accurate single-cell signal transmission.
- Variation and covariation in MEK and ERK expression were found to enhance the controllability of the percentage of activated cells.
- This demonstrates a mechanism for population-level control of binary cell-fate decisions.
Conclusions:
- Low expression variation enables accurate analog single-cell signaling.
- Increased variation, covariation, and pathway component numbers facilitate population-level control of binary cell-fate decisions by widening the stimulus response range.
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