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Speciation trajectories in recombining bacterial species
Pekka Marttinen1,2, William P Hanage2
1Helsinki Institute for Information Technology HIIT, Department of Computer Science, Aalto University, Espoo, Finland.
Bacterial speciation is influenced by habitat overlap. Our model shows how this overlap can lead to either divergence or stable coexistence of bacterial clusters, impacting species formation.
Area of Science:
- Evolutionary biology
- Microbial ecology
- Genetics
Background:
- Bacterial diversity is structured into cohesive units, but the drivers of this variation remain under investigation.
- Recombination's role in maintaining species coherence is known, yet the emergence of distinct clusters within species and habitat influence are poorly understood.
- Understanding bacterial speciation is crucial for classifying new species and comprehending microbial evolution.
Purpose of the Study:
- To model bacterial evolution in overlapping habitats and explore how habitat structure influences the emergence of distinct clusters.
- To investigate the impact of habitat overlap on bacterial speciation trajectories.
- To apply the developed model to real-world bacterial datasets for validation.
Main Methods:
- Development of a mathematical model simulating bacterial evolution within overlapping habitat spaces.
- Analysis of population structure outcomes based on varying degrees of habitat overlap.
- Fitting the model to genomic and ecological data from *Streptococcus pneumoniae* and *Campylobacter jejuni*.
Main Results:
- Habitat overlap dictates the evolutionary trajectory of bacterial clusters, leading to either rapid clonal divergence or stable coexistence.
- In *Streptococcus pneumoniae*, a distinct subset is maintained at a constant genetic distance via recombination.
- *Campylobacter jejuni* exhibits a minority population predicted to undergo accelerated divergence.
Conclusions:
- The degree of habitat overlap is a key factor in bacterial speciation and population structure.
- The model successfully predicts different speciation trajectories in bacterial species based on habitat characteristics.
- This framework offers a novel approach to predict and define speciation pathways in diverse bacterial populations.
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