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Updated: Jun 27, 2026

A Deep-sequencing-assisted, Spontaneous Suppressor Screen in the Fission Yeast Schizosaccharomyces pombe
Published on: March 7, 2019
Spontaneous reaction silencing in metabolic optimization.
Takashi Nishikawa1, Natali Gulbahce, Adilson E Motter
1Division of Mathematics and Computer Science, Clarkson University, Potsdam, New York, United States of America.
Microbial metabolism often reduces active reactions to optimize growth. This study reveals that maximizing growth rate leads to a minimal set of essential metabolic reactions, explaining observed inactivity and guiding synthetic biology.
Area of Science:
- Metabolic Engineering
- Systems Biology
- Microbial Physiology
Background:
- Metabolic reactions in single-cell organisms can become inactive or dispensable.
- The mechanisms and conditions driving this metabolic inactivity are poorly understood.
Purpose of the Study:
- To computationally and analytically predict how optimizing metabolic functions affects reaction activity.
- To investigate the conditions and mechanisms leading to reduced metabolic complexity in microbes.
Main Methods:
- Computational prediction and analytical modeling of metabolic flux optimization.
- Analysis of microbial species to identify patterns in reaction activity.
Main Results:
- Organisms evolving to maximize growth rate or ATP production significantly reduce active metabolic reactions.
- This reduction results in a minimal set of reactions, slightly above the growth requirement, consistent across species.
- Reaction irreversibility triggers a cascade of inactivity, explaining spontaneous silencing.
Conclusions:
- Metabolic optimization naturally leads to a simplified, active reaction set, explaining experimental observations.
- This finding provides a theoretical basis for understanding microbial evolution, robustness, and synthetic metabolic engineering approaches.
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Reaction Mechanisms: Rate-limiting Step Approximation
Reaction Mechanisms: The Steady-State Approximation
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Standard Entropy Change for a Reaction

