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Tuning environmental timescales to evolve and maintain generalists
Vedant Sachdeva1, Kabir Husain2, Jiming Sheng3
1Graduate Program in Biophysical Sciences, The University of Chicago, Chicago, IL 60627.
Evolving generalist genotypes, those fit across diverse environments, is challenging. Intermediate-timescale environmental changes reliably evolve generalists, unlike static or rapidly fluctuating conditions.
Area of Science:
- Evolutionary biology
- Population genetics
- Immunology
Background:
- Natural environments pose challenges, favoring specialized genotypes.
- Generalist genotypes, fit across multiple environments, are difficult to evolve.
- B cell affinity maturation involves selecting broadly neutralizing antibodies.
Purpose of the Study:
- To investigate how environmental dynamics influence the evolution of generalist genotypes.
- To determine optimal environmental change timescales for evolving generalists.
- To explore the impact of complex dynamic environments on evolutionary outcomes.
Main Methods:
- Simulating evolutionary dynamics under varying environmental change rates.
- Comparing evolutionary outcomes in static versus dynamic environments.
- Analyzing the rate of generalist evolution from specialist populations.
Main Results:
- Intermediate-timescale environmental changes significantly enhance the evolution of generalists.
- Faster or slower environmental changes are less effective in evolving generalists.
- Complex dynamic environments, like frequency chirps, further increase generalist yield.
- The reverse process (specialist evolution from generalists) is not enhanced.
Conclusions:
- Environmental change on timescales comparable to evolutionary transients is key for evolving generalists.
- Dynamic fitness landscapes can guide populations toward previously unobtainable genotypes.
- This provides design principles for manipulating evolutionary trajectories.
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