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Visualizing spatial population structure with estimated effective migration surfaces
Nature genetics, 2016-01, Vol.48 (1), p.94-100
[Peer Reviewed Journal]
ISSN: 1061-4036 ;EISSN: 1546-1718 ;DOI: 10.1038/ng.3464 ;PMID: 26642242
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Title:
Visualizing spatial population structure with estimated effective migration surfaces
Author:
Petkova, Desislava
;
Novembre, John
;
Stephens, Matthew
Subjects:
Animal Migration
;
Animals
;
Arabidopsis - genetics
;
Arabidopsis thaliana
;
Elephantidae
;
Elephants - genetics
;
Gene Flow
;
Genetics, Population - methods
;
Humans
;
Methods
;
Microsatellite Repeats
;
Migration
;
Models, Genetic
;
Monte Carlo Method
;
Population
;
Software
;
Transients and Migrants
Is Part Of:
Nature genetics, 2016-01, Vol.48 (1), p.94-100
Description:
Genetic data often exhibit patterns broadly consistent with 'isolation by distance'-a phenomenon where genetic similarity decays with geographic distance. In a heterogeneous habitat, this may occur more quickly in some regions than in others: for example, barriers to gene flow can accelerate differentiation between neighboring groups. We use the concept of 'effective migration' to model the relationship between genetics and geography. In this paradigm, effective migration is low in regions where genetic similarity decays quickly. We present a method to visualize variation in effective migration across a habitat from geographically indexed genetic data. Our approach uses a population genetic model to relate effective migration rates to expected genetic dissimilarities. We illustrate its potential and limitations using simulations and data from elephant, human and Arabidopsis thaliana populations. The resulting visualizations highlight important spatial features of population structure that are difficult to discern using existing methods for summarizing genetic variation.
Publisher:
United States: Nature Publishing Group
Language:
English
Identifier:
ISSN: 1061-4036
EISSN: 1546-1718
DOI: 10.1038/ng.3464
PMID: 26642242
Source:
Geneva Foundation Free Medical Journals at publisher websites
MEDLINE
ProQuest Central
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