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Monitoring Spatial Segregation in Surface Colonizing Microbial Populations
Published on: October 29, 2016
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Competition for resources can reshape the evolutionary properties of spatial structure
Anush Devadhasan1, Oren Kolodny2, Oana Carja1
1Computational Biology Department, School of Computer Science, Carnegie Mellon University, Pittsburgh, Pennsylvania, United States of America.
Plos Computational Biology
|November 22, 2024
Summary
Ecological competition alters how network structure affects evolution. Resource competition can reverse the roles of networks in suppressing or amplifying harmful mutations, impacting tumor growth dynamics.
Area of Science:
- Evolutionary biology
- Ecological modeling
- Network theory
Background:
- Evolving ecosystems often exhibit spatial structures representable as networks.
- Existing evolutionary network models overlook ecological niche differences and eco-evolutionary feedback.
Purpose of the Study:
- To investigate how heterogeneous network topology influences evolutionary dynamics.
- To integrate resource competition into evolutionary graph theory for studying eco-evolutionary interplay.
Main Methods:
- Combining a resource competition model with evolutionary graph theory.
- Analyzing global frequency-dependent ecological interactions.
- Utilizing simulations and analytical approximations.
Main Results:
- Ecological competition can reverse the roles of networks (amplifier vs. suppressor) for deleterious mutants.
- This effect is a nonlinear function of ecological niche overlap.
- Network topology in spatially constrained tumors (ductal carcinoma) may increase deleterious mutant hitchhiking.
Conclusions:
- Heterogeneous network structures significantly shape evolutionary dynamics when ecological competition is considered.
- The interplay between ecology and evolution is crucial for understanding adaptation and disease progression.
- Spatial constraints in tumor microenvironments can influence the evolutionary trajectory of cancer cells.
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