Species and Phenotypic Distribution Models Reveal Population Differentiation in Ethiopian Indigenous Chickens
Smallholder poultry production dominated by indigenous chickens is an important source of livelihoods for most rural households in Ethiopia. The long history of domestication and the presence of diverse agroecologies in Ethiopia create unique opportunities to study the effect of environmental select...
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doaj-08933e25854543c5817897c651ffb6b62021-09-08T05:22:32ZengFrontiers Media S.A.Frontiers in Genetics1664-80212021-09-011210.3389/fgene.2021.723360723360Species and Phenotypic Distribution Models Reveal Population Differentiation in Ethiopian Indigenous ChickensFasil Getachew Kebede0Fasil Getachew Kebede1Hans Komen2Tadelle Dessie3Setegn Worku Alemu4Olivier Hanotte5Olivier Hanotte6John W. M. Bastiaansen7Animal Breeding and Genomics, Wageningen University & Research, Wageningen, NetherlandsInternational Livestock Research Institute, Addis Ababa, EthiopiaAnimal Breeding and Genomics, Wageningen University & Research, Wageningen, NetherlandsInternational Livestock Research Institute, Addis Ababa, EthiopiaInternational Livestock Research Institute, Addis Ababa, EthiopiaInternational Livestock Research Institute, Addis Ababa, EthiopiaCells, Organism and Molecular Genetics, School of Life Sciences, University of Nottingham, Nottingham, United KingdomAnimal Breeding and Genomics, Wageningen University & Research, Wageningen, NetherlandsSmallholder poultry production dominated by indigenous chickens is an important source of livelihoods for most rural households in Ethiopia. The long history of domestication and the presence of diverse agroecologies in Ethiopia create unique opportunities to study the effect of environmental selective pressures. Species distribution models (SDMs) and Phenotypic distribution models (PDMs) can be applied to investigate the relationship between environmental variation and phenotypic differentiation in wild animals and domestic populations. In the present study we used SDMs and PDMs to detect environmental variables related with habitat suitability and phenotypic differentiation among nondescript Ethiopian indigenous chicken populations. 34 environmental variables (climatic, soil, and vegetation) and 19 quantitative traits were analyzed for 513 adult chickens from 26 populations. To have high variation in the dataset for phenotypic and ecological parameters, animals were sampled from four spatial gradients (each represented by six to seven populations), located in different climatic zones and geographies. Three different ecotypes are proposed based on correlation test between habitat suitability maps and phenotypic clustering of sample populations. These specific ecotypes show phenotypic differentiation, likely in response to environmental selective pressures. Nine environmental variables with the highest contribution to habitat suitability are identified. The relationship between quantitative traits and a few of the environmental variables associated with habitat suitability is non-linear. Our results highlight the benefits of integrating species and phenotypic distribution modeling approaches in characterization of livestock populations, delineation of suitable habitats for specific breeds, and understanding of the relationship between ecological variables and quantitative traits, and underlying evolutionary processes.https://www.frontiersin.org/articles/10.3389/fgene.2021.723360/fullchickenslocal adaptationniche and agroecologyspecies distribution models (SDMs)phenotypic distribution models (PDMs)phenotypic differentiation |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Fasil Getachew Kebede Fasil Getachew Kebede Hans Komen Tadelle Dessie Setegn Worku Alemu Olivier Hanotte Olivier Hanotte John W. M. Bastiaansen |
spellingShingle |
Fasil Getachew Kebede Fasil Getachew Kebede Hans Komen Tadelle Dessie Setegn Worku Alemu Olivier Hanotte Olivier Hanotte John W. M. Bastiaansen Species and Phenotypic Distribution Models Reveal Population Differentiation in Ethiopian Indigenous Chickens Frontiers in Genetics chickens local adaptation niche and agroecology species distribution models (SDMs) phenotypic distribution models (PDMs) phenotypic differentiation |
author_facet |
Fasil Getachew Kebede Fasil Getachew Kebede Hans Komen Tadelle Dessie Setegn Worku Alemu Olivier Hanotte Olivier Hanotte John W. M. Bastiaansen |
author_sort |
Fasil Getachew Kebede |
title |
Species and Phenotypic Distribution Models Reveal Population Differentiation in Ethiopian Indigenous Chickens |
title_short |
Species and Phenotypic Distribution Models Reveal Population Differentiation in Ethiopian Indigenous Chickens |
title_full |
Species and Phenotypic Distribution Models Reveal Population Differentiation in Ethiopian Indigenous Chickens |
title_fullStr |
Species and Phenotypic Distribution Models Reveal Population Differentiation in Ethiopian Indigenous Chickens |
title_full_unstemmed |
Species and Phenotypic Distribution Models Reveal Population Differentiation in Ethiopian Indigenous Chickens |
title_sort |
species and phenotypic distribution models reveal population differentiation in ethiopian indigenous chickens |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Genetics |
issn |
1664-8021 |
publishDate |
2021-09-01 |
description |
Smallholder poultry production dominated by indigenous chickens is an important source of livelihoods for most rural households in Ethiopia. The long history of domestication and the presence of diverse agroecologies in Ethiopia create unique opportunities to study the effect of environmental selective pressures. Species distribution models (SDMs) and Phenotypic distribution models (PDMs) can be applied to investigate the relationship between environmental variation and phenotypic differentiation in wild animals and domestic populations. In the present study we used SDMs and PDMs to detect environmental variables related with habitat suitability and phenotypic differentiation among nondescript Ethiopian indigenous chicken populations. 34 environmental variables (climatic, soil, and vegetation) and 19 quantitative traits were analyzed for 513 adult chickens from 26 populations. To have high variation in the dataset for phenotypic and ecological parameters, animals were sampled from four spatial gradients (each represented by six to seven populations), located in different climatic zones and geographies. Three different ecotypes are proposed based on correlation test between habitat suitability maps and phenotypic clustering of sample populations. These specific ecotypes show phenotypic differentiation, likely in response to environmental selective pressures. Nine environmental variables with the highest contribution to habitat suitability are identified. The relationship between quantitative traits and a few of the environmental variables associated with habitat suitability is non-linear. Our results highlight the benefits of integrating species and phenotypic distribution modeling approaches in characterization of livestock populations, delineation of suitable habitats for specific breeds, and understanding of the relationship between ecological variables and quantitative traits, and underlying evolutionary processes. |
topic |
chickens local adaptation niche and agroecology species distribution models (SDMs) phenotypic distribution models (PDMs) phenotypic differentiation |
url |
https://www.frontiersin.org/articles/10.3389/fgene.2021.723360/full |
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