Unpacking fitness differences between two invaders in a multispecies context
Abstract
Ecosystems are constantly exposed to newcoming strains or species. Which newcomer will be able to invade a resident multi-species community depends on the invaders relative fitness. Classical fitness differences between two growing strains are measured using the exponential model. Here we complement this approach, developing a more explicit framework to quantify fitness differences between two co-invading strains, based on the replicator equation. By assuming that the resident species frequencies remain constant during the initial phase of invasion, we are able to determine the invasion fitness differential between the two strains, which drives growth rate differences post-invasion. We then apply our approach to a critical current global problem: invasion of the gut microbiota by antibiotic-resistant strains of the pathobiont Escherichia coli, using previously-published data. Our results underscore the context-dependent nature of fitness and demonstrate how species frequencies in a host environment can explicitly modulate the selection coefficient between two strains. This mechanistic framework can be augmented with machine-learning algorithms and multi-objective optimization to predict relative fitness in new environments, to steer selection, and design strategies to lower resistance levels in microbiomes.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 2
- FWCI
- 1.04
- Field percentile
- top 25%
- Organism
- Research Focus
- 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
- Towards a mathematical understanding of colonization resistance in multispecies microbial communities
- Estimates of community stability using the invasion criterion are robust across levels of invader species richness
Meaghan Castledine, Daniel Padfield, Angus Buckling·ISME CommunicationsPeer-reviewed·Jan 1, 2025
- Predicting N-strain coexistence from co-colonization interactions: epidemiology meets ecology and the replicator equation
- Microbial community composition interacts with local abiotic conditions to drive colonization resistance in human gut microbiome samples
M. Baumgartner, K. R. Pfrunder-Cardozo, A. R. Hall·bioRxiv·Aug 18, 2020
- A theory of ecological invasions and its implications for eco-evolutionary dynamics
Zhijie Feng, Emmy Blumenthal, … Akshit Goyal·Proceedings of the National Academy of SciencesPeer-reviewed·Dec 1, 2025
- Microbial invasion of a toxic medium is facilitated by a resident community but inhibited as the community co-evolves
P. Piccardi, G. Alberti, … S. Mitri·bioRxiv·Mar 3, 2022