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Phenotype accessibility and noise in random threshold gene regulatory networks
Ricardo Pinho1, Victor Garcia2, Marcus W Feldman3
1Department of Biological Sciences, Stanford University, Stanford, California, USA; PhD Program in Computational Biology, Instituto Gulbenkian de Ciência, Oeiras, Portugal.
Organisms may use gene expression noise to increase phenotypic diversity and speed up adaptation. However, this requires specific conditions, such as multiple gene expression states and diverse regulatory networks, for noise to enhance phenotype accessibility.
Area of Science:
- Evolutionary biology
- Systems biology
- Developmental biology
Background:
- Phenotypic variation is essential for evolution.
- Gene regulatory networks (GRNs) drive organismal development and phenotypic diversity.
- Organisms may leverage environmental cues and noise to access novel phenotypes and accelerate adaptation.
Purpose of the Study:
- To investigate how noise in gene expression affects access to new phenotypes and overall phenotypic diversity.
- To explore strategies for increasing phenotypic diversity, such as genome augmentation or increasing gene expression states.
- To analyze the impact of different GRN types on noise-induced phenotypic diversity.
Main Methods:
- Utilized a generic model of organismal development based on gene regulatory networks.
- Simulated varying levels of noise on gene expression states.
- Examined different GRN architectures and the effects of increasing gene expression states or genome size.
Main Results:
- In binary gene expression systems, increased noise generally reduces phenotype accessibility.
- With multiple gene expression states (3-4), noise can moderately enhance the rate of discovering new phenotypes.
- Noise's beneficial effect on phenotype discovery is contingent on a sufficient number of distinct regulatory networks in the population.
Conclusions:
- Noise can enhance phenotypic diversity and adaptation speed, but only under specific conditions.
- Sufficiently diverse regulatory networks and multiple gene expression states are crucial for noise to be advantageous.
- When acquiring more genes or fine-tuning expression is costly, noise offers a viable strategy for accessing unique phenotypes.
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