Frequent, infinitesimal bottlenecks maximize the rate of microbial adaptation
Abstract
Serial passaging is a fundamental technique in experimental evolution. The choice of bottleneck severity and frequency poses a dilemma: longer growth periods allow beneficial mutants to arise and grow over more generations, but simultaneously necessitate more severe bottlenecks with a higher risk of those same mutations being lost. Short growth periods require less severe bottlenecks, but come at the cost of less time between transfers for beneficial mutations to establish. The standard laboratory protocol of 24-hour growth cycles with severe bottlenecking has logistical advantages for the experimenter but limited theoretical justification. Here we demonstrate that contrary to standard practice, the rate of adaptive evolution is maximized when bottlenecks are frequent and small, indeed infinitesimally so in the limit of continuous culture. This result derives from revising key assumptions underpinning previous theoretical work, including changing the metric of optimization to incorporate experiment runtime, and using a full binomial distribution for bottlenecking, rather than a Poisson approximation. We also show that adding resource constraints and clonal interference to the model leaves the qualitative results unchanged. Implementing these findings will require liquid-handling robots to perform frequent bottlenecks, or chemostats for continuous culture. Further innovation in and adoption of these technologies has the potential to accelerate the rate of discovery in experimental evolution.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 1
- FWCI
- 0.17
- Field percentile
- 48th percentile
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Bottlenecks can constrain and channel evolutionary paths
Jasmine Gamblin, Sylvain Gandon, … Amaury Lambert·GeneticsPeer-reviewed·Feb 2, 2023
- Effects of periodic bottlenecks on the dynamics of adaptive evolution in microbial populations
M. Izutsu, D. M. Lake, … R. E. Lenski·MicrobiologyPeer-reviewed·Sep 18, 2024
- Virtual Microbes evolve multiple mechanisms to the same end: anticipating a serial transfer protocol
B. van Dijk, J. Meijer, … P. Hogeweg·bioRxiv·Apr 11, 2019
- Evolution of microbial growth traits under serial dilution
J. Lin, M. Manhart, A. Amir·bioRxiv·Nov 7, 2019
- Trade-offs, trade-ups, and high mutational parallelism underlie microbial adaptation to extreme feast/famine
M. G. Behringer, W.-C. Ho, … M. Lynch·bioRxiv·Oct 4, 2023
- Adaptive strategies under prolonged starvation and role of slow growth in bacterial fitness
P. Nandy·bioRxiv·Dec 14, 2021