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Moran model as a dynamical process on networks and its implications for neutral speciation.
Marcus A M de Aguiar1, Yaneer Bar-Yam
1New England Complex Systems Institute, Cambridge, Massachusetts 02142, USA.
The Moran model, describing neutral gene evolution, can be viewed as a network influence process. Structured populations enhance mutation effects, potentially leading to faster speciation via pattern formation.
Area of Science:
- Population Genetics
- Evolutionary Biology
- Network Theory
Background:
- The Moran model is a fundamental tool for studying neutral evolution in haploid populations.
- It traditionally assumes panmixia (random mating) within the population.
- Understanding evolution in structured populations is crucial for biodiversity and speciation theories.
Purpose of the Study:
- To map the Moran model onto an influence dynamical process on networks.
- To analyze the impact of population structure on neutral evolution and speciation.
- To investigate the conditions and speed of speciation in structured populations.
Main Methods:
- Mapping the Moran model to influence dynamics on networks.
- Analyzing fully connected networks (panmictic case) using hypergeometric functions.
- Developing approximate solutions for structured populations (e.g., spatial grids).
- Connecting network structures to the isolation-by-distance mechanism.
Main Results:
- The panmictic Moran model is solvable using hypergeometric functions on fully connected networks.
- Structured populations, particularly those with local mating, significantly enhance mutation effects.
- Speciation can occur via pattern formation when diversity-promoting and diversity-reducing forces balance.
- An explicit condition for speciation is derived, showing reduced speciation times.
Conclusions:
- The network-based approach provides new insights into the Moran model and population structure.
- Enhanced mutation effects in structured populations can drive topopatric and neutral speciation.
- Pattern formation offers a mechanism for speciation, particularly in populations with mating constraints.
- Speciation is accelerated in structured populations compared to panmictic ones.
Related Concept Videos
Speciation Rates
Genetics of Speciation
Formation of Species
Gene Flow
Mechanistic Models: Compartment Models in Individual and Population Analysis
Hybrid Zones

