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Updated: Jun 1, 2026

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Daily Transfers, Archiving Populations, and Measuring Fitness in the Long-Term Evolution Experiment with Escherichia coli
Published on: August 18, 2023
Diminishing returns epistasis among beneficial mutations decelerates adaptation
Hsin-Hung Chou1, Hsuan-Chao Chiu, Nigel F Delaney
1Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA 02138, USA.
Summary
Epistasis, the interaction between genes, affects adaptation rates. Beneficial mutations showed diminishing returns on more fit backgrounds, slowing evolutionary fitness gains.
Area of Science:
- Evolutionary biology
- Genetics
- Microbiology
Background:
- Epistasis significantly influences evolutionary trajectories and the rate of adaptation.
- Understanding genetic interactions is crucial for predicting evolutionary outcomes.
- Bacterial adaptation provides a model system to study the effects of beneficial mutations.
Purpose of the Study:
- To investigate the impact of epistasis on adaptation by combining beneficial mutations.
- To determine how genetic backgrounds affect the selective benefits of mutations.
- To explore the relationship between epistasis and decelerating fitness gains during adaptation.
Main Methods:
- Generated combinations of beneficial mutations in a bacterium adapting to a new metabolic pathway.
- Assessed the proportional selective benefit of alleles on increasingly fit genetic backgrounds.
- Developed a theoretical model to predict allele interactions based on benefits and costs.
Main Results:
- Three of four beneficial alleles showed decreased selective benefits on more fit backgrounds, indicating diminishing returns epistasis.
- These alleles mitigated morphological defects associated with expressing a foreign metabolic pathway.
- A theoretical model accurately predicted the interactions between these beneficial alleles.
Conclusions:
- Epistasis patterns can differ between within-gene and between-gene interactions during adaptation.
- Diminishing returns epistasis is a key factor contributing to the observed deceleration of fitness gains during adaptation.
- This study provides novel insights into the genetic mechanisms underlying evolutionary adaptation.
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