Whole genome population genetics analysis of Sudanese goats identifies regions harboring genes associated with major traits

Abstract Background Sudan is endowed with a variety of indigenous goat breeds which are used for meat and milk production and which are well adapted to the local environment. The aim of the present study was to determine the genetic diversity and relationship within and between the four main Sudanes...

Full description

Bibliographic Details
Main Authors: Siham A. Rahmatalla, Danny Arends, Monika Reissmann, Ammar Said Ahmed, Klaus Wimmers, Henry Reyer, Gudrun A. Brockmann
Format: Article
Language:English
Published: BMC 2017-10-01
Series:BMC Genetics
Subjects:
Online Access:http://link.springer.com/article/10.1186/s12863-017-0553-z
id doaj-d166fef6595a4a08bd2e127c40a62fff
record_format Article
spelling doaj-d166fef6595a4a08bd2e127c40a62fff2020-11-25T03:12:14ZengBMCBMC Genetics1471-21562017-10-0118111010.1186/s12863-017-0553-zWhole genome population genetics analysis of Sudanese goats identifies regions harboring genes associated with major traitsSiham A. Rahmatalla0Danny Arends1Monika Reissmann2Ammar Said Ahmed3Klaus Wimmers4Henry Reyer5Gudrun A. Brockmann6Albrecht Daniel Thaer-Institut für Agrar- und Gartenbauwissenschaften, Humboldt-Universität zu BerlinAlbrecht Daniel Thaer-Institut für Agrar- und Gartenbauwissenschaften, Humboldt-Universität zu BerlinAlbrecht Daniel Thaer-Institut für Agrar- und Gartenbauwissenschaften, Humboldt-Universität zu BerlinAlbrecht Daniel Thaer-Institut für Agrar- und Gartenbauwissenschaften, Humboldt-Universität zu BerlinLeibniz-Institut für Nutztierbiologie (FBN), Institut für GenombiologieLeibniz-Institut für Nutztierbiologie (FBN), Institut für GenombiologieAlbrecht Daniel Thaer-Institut für Agrar- und Gartenbauwissenschaften, Humboldt-Universität zu BerlinAbstract Background Sudan is endowed with a variety of indigenous goat breeds which are used for meat and milk production and which are well adapted to the local environment. The aim of the present study was to determine the genetic diversity and relationship within and between the four main Sudanese breeds of Nubian, Desert, Taggar and Nilotic goats. Using the 50 K SNP chip, 24 animals of each breed were genotyped. Results More than 96% of high quality SNPs were polymorphic with an average minor allele frequency of 0.3. In all breeds, no significant difference between observed (0.4) and expected (0.4) heterozygosity was found and the inbreeding coefficients (FIS) did not differ from zero. Fst coefficients for the genetic distance between breeds also did not significantly deviate from zero. In addition, the analysis of molecular variance revealed that 93% of the total variance in the examined population can be explained by differences among individuals, while only 7% result from differences between the breeds. These findings provide evidence for high genetic diversity and little inbreeding within breeds on one hand, and low diversity between breeds on the other hand. Further examinations using Nei’s genetic distance and STRUCTURE analysis clustered Taggar goats distinct from the other breeds. In a principal component (PC) analysis, PC1 could separate Taggar, Nilotic and a mix of Nubian and Desert goats into three groups. The SNPs that contributed strongly to PC1 showed high Fst values in Taggar goat versus the other goat breeds. PCA allowed us to identify target genomic regions which contain genes known to influence growth, development, bone formation and the immune system. Conclusions The information on the genetic variability and diversity in this study confirmed that Taggar goat is genetically different from the other goat breeds in Sudan. The SNPs identified by the first principal components show high Fst values in Taggar goat and allowed to identify candidate genes which can be used in the development of breed selection programs to improve local breeds and find genetic factors contributing to the adaptation to harsh environments.http://link.springer.com/article/10.1186/s12863-017-0553-zSNP analysisGenetic diversityAdaptationDesert goatNilotic goatNubian goat
collection DOAJ
language English
format Article
sources DOAJ
author Siham A. Rahmatalla
Danny Arends
Monika Reissmann
Ammar Said Ahmed
Klaus Wimmers
Henry Reyer
Gudrun A. Brockmann
spellingShingle Siham A. Rahmatalla
Danny Arends
Monika Reissmann
Ammar Said Ahmed
Klaus Wimmers
Henry Reyer
Gudrun A. Brockmann
Whole genome population genetics analysis of Sudanese goats identifies regions harboring genes associated with major traits
BMC Genetics
SNP analysis
Genetic diversity
Adaptation
Desert goat
Nilotic goat
Nubian goat
author_facet Siham A. Rahmatalla
Danny Arends
Monika Reissmann
Ammar Said Ahmed
Klaus Wimmers
Henry Reyer
Gudrun A. Brockmann
author_sort Siham A. Rahmatalla
title Whole genome population genetics analysis of Sudanese goats identifies regions harboring genes associated with major traits
title_short Whole genome population genetics analysis of Sudanese goats identifies regions harboring genes associated with major traits
title_full Whole genome population genetics analysis of Sudanese goats identifies regions harboring genes associated with major traits
title_fullStr Whole genome population genetics analysis of Sudanese goats identifies regions harboring genes associated with major traits
title_full_unstemmed Whole genome population genetics analysis of Sudanese goats identifies regions harboring genes associated with major traits
title_sort whole genome population genetics analysis of sudanese goats identifies regions harboring genes associated with major traits
publisher BMC
series BMC Genetics
issn 1471-2156
publishDate 2017-10-01
description Abstract Background Sudan is endowed with a variety of indigenous goat breeds which are used for meat and milk production and which are well adapted to the local environment. The aim of the present study was to determine the genetic diversity and relationship within and between the four main Sudanese breeds of Nubian, Desert, Taggar and Nilotic goats. Using the 50 K SNP chip, 24 animals of each breed were genotyped. Results More than 96% of high quality SNPs were polymorphic with an average minor allele frequency of 0.3. In all breeds, no significant difference between observed (0.4) and expected (0.4) heterozygosity was found and the inbreeding coefficients (FIS) did not differ from zero. Fst coefficients for the genetic distance between breeds also did not significantly deviate from zero. In addition, the analysis of molecular variance revealed that 93% of the total variance in the examined population can be explained by differences among individuals, while only 7% result from differences between the breeds. These findings provide evidence for high genetic diversity and little inbreeding within breeds on one hand, and low diversity between breeds on the other hand. Further examinations using Nei’s genetic distance and STRUCTURE analysis clustered Taggar goats distinct from the other breeds. In a principal component (PC) analysis, PC1 could separate Taggar, Nilotic and a mix of Nubian and Desert goats into three groups. The SNPs that contributed strongly to PC1 showed high Fst values in Taggar goat versus the other goat breeds. PCA allowed us to identify target genomic regions which contain genes known to influence growth, development, bone formation and the immune system. Conclusions The information on the genetic variability and diversity in this study confirmed that Taggar goat is genetically different from the other goat breeds in Sudan. The SNPs identified by the first principal components show high Fst values in Taggar goat and allowed to identify candidate genes which can be used in the development of breed selection programs to improve local breeds and find genetic factors contributing to the adaptation to harsh environments.
topic SNP analysis
Genetic diversity
Adaptation
Desert goat
Nilotic goat
Nubian goat
url http://link.springer.com/article/10.1186/s12863-017-0553-z
work_keys_str_mv AT sihamarahmatalla wholegenomepopulationgeneticsanalysisofsudanesegoatsidentifiesregionsharboringgenesassociatedwithmajortraits
AT dannyarends wholegenomepopulationgeneticsanalysisofsudanesegoatsidentifiesregionsharboringgenesassociatedwithmajortraits
AT monikareissmann wholegenomepopulationgeneticsanalysisofsudanesegoatsidentifiesregionsharboringgenesassociatedwithmajortraits
AT ammarsaidahmed wholegenomepopulationgeneticsanalysisofsudanesegoatsidentifiesregionsharboringgenesassociatedwithmajortraits
AT klauswimmers wholegenomepopulationgeneticsanalysisofsudanesegoatsidentifiesregionsharboringgenesassociatedwithmajortraits
AT henryreyer wholegenomepopulationgeneticsanalysisofsudanesegoatsidentifiesregionsharboringgenesassociatedwithmajortraits
AT gudrunabrockmann wholegenomepopulationgeneticsanalysisofsudanesegoatsidentifiesregionsharboringgenesassociatedwithmajortraits
_version_ 1724650825718956032