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...

Full description

Bibliographic Details
Main Authors: Fasil Getachew Kebede, Hans Komen, Tadelle Dessie, Setegn Worku Alemu, Olivier Hanotte, John W. M. Bastiaansen
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-09-01
Series:Frontiers in Genetics
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fgene.2021.723360/full
id doaj-08933e25854543c5817897c651ffb6b6
record_format Article
spelling 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
work_keys_str_mv AT fasilgetachewkebede speciesandphenotypicdistributionmodelsrevealpopulationdifferentiationinethiopianindigenouschickens
AT fasilgetachewkebede speciesandphenotypicdistributionmodelsrevealpopulationdifferentiationinethiopianindigenouschickens
AT hanskomen speciesandphenotypicdistributionmodelsrevealpopulationdifferentiationinethiopianindigenouschickens
AT tadelledessie speciesandphenotypicdistributionmodelsrevealpopulationdifferentiationinethiopianindigenouschickens
AT setegnworkualemu speciesandphenotypicdistributionmodelsrevealpopulationdifferentiationinethiopianindigenouschickens
AT olivierhanotte speciesandphenotypicdistributionmodelsrevealpopulationdifferentiationinethiopianindigenouschickens
AT olivierhanotte speciesandphenotypicdistributionmodelsrevealpopulationdifferentiationinethiopianindigenouschickens
AT johnwmbastiaansen speciesandphenotypicdistributionmodelsrevealpopulationdifferentiationinethiopianindigenouschickens
_version_ 1717762762487103488