Population genetic structure of small holder dairy cattle herds in South Africa using SNP markers

Thesis (M.Sc. Agriculture (Animal Production)) -- University of Limpopo, 2020 === The smallholder dairy sector in South Africa is characterized by a low input production system and poor animal productivity. Research has been carried out to benchmark cow productivity on smallholder dairy herds; h...

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Main Author: Maake, Mphapantsi Eldred
Other Authors: Banga, C. B.
Format: Others
Language:en
Published: 2021
Subjects:
PCA
Online Access:http://hdl.handle.net/10386/3453
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spelling ndltd-netd.ac.za-oai-union.ndltd.org-ul-oai-ulspace.ul.ac.za-10386-34532021-09-01T05:13:21Z Population genetic structure of small holder dairy cattle herds in South Africa using SNP markers Maake, Mphapantsi Eldred Banga, C. B. Tada, O. Genetic diversity PCA Smallholders South Africa Genetic load Agriculture -- economic aspects Cattle -- cloning Thesis (M.Sc. Agriculture (Animal Production)) -- University of Limpopo, 2020 The smallholder dairy sector in South Africa is characterized by a low input production system and poor animal productivity. Research has been carried out to benchmark cow productivity on smallholder dairy herds; however, there is a paucity of information on the current status of breeding practices and the genetic consititution of cattle used in this production system. This information is vital for the development of sound and sustainable breeding programs for SHD production, which can have an enormous positive impact on food security and rural livelihoods. Thus, the aim of this study was to evaluate the levels of genetic diversity and population structure in South African smallholder dairy (SHD) herds using single nucleotide polymorphism (SNP) markers. A total of 192 animals from SHD dairy herds were genotyped using the GeneSeek® Genomic Profiler (GGP) 150K-BeadChip. Four specialized dairy breeds included the Ayrshire(n = 200), Holstein(n = 231), Jersey (n = 224) and Nguni (n = 209) were used as the reference populations. The mean MAF values ranged from 0.30 Ayshire (AYR), Jersey (JER), and Nguni (NGI) to 0.31 Holstein (HOL) and SHD between the populations. There were slight differences in the levels of genetic diversity ranged between 0.39 (JER and NGI) to 0.40 (AYR, HOL, and SHD). A moderate level of inbreeding (0.02) was observed in the SHD population, which results in high genetic diversity among this herds. Principal Component Analysis (PCA) revealed four homogeneous clusters comprising of AYR, HOL, JER, NGI, and a heterogeneous cluster of the SHD. The heterogeneity observed in the SHD population indicates widespread crossbreeding. The model-based cluster analysis corresponded with the PCA and pointed out the predominance of HOL, JER, with marginal gene flow from the AYR and NGI. These results have provided a useful insight into the genetic structure and prevailing breeding practices on South African SHD herds. National Research Foundation (NRF), Agricultural Research Council (ARC) and University of Limpopo (UL) 2021-08-30T07:42:23Z 2021-08-30T07:42:23Z 2020 Thesis http://hdl.handle.net/10386/3453 en PDF x, 51 leaves
collection NDLTD
language en
format Others
sources NDLTD
topic Genetic diversity
PCA
Smallholders
South Africa
Genetic load
Agriculture -- economic aspects
Cattle -- cloning
spellingShingle Genetic diversity
PCA
Smallholders
South Africa
Genetic load
Agriculture -- economic aspects
Cattle -- cloning
Maake, Mphapantsi Eldred
Population genetic structure of small holder dairy cattle herds in South Africa using SNP markers
description Thesis (M.Sc. Agriculture (Animal Production)) -- University of Limpopo, 2020 === The smallholder dairy sector in South Africa is characterized by a low input production system and poor animal productivity. Research has been carried out to benchmark cow productivity on smallholder dairy herds; however, there is a paucity of information on the current status of breeding practices and the genetic consititution of cattle used in this production system. This information is vital for the development of sound and sustainable breeding programs for SHD production, which can have an enormous positive impact on food security and rural livelihoods. Thus, the aim of this study was to evaluate the levels of genetic diversity and population structure in South African smallholder dairy (SHD) herds using single nucleotide polymorphism (SNP) markers. A total of 192 animals from SHD dairy herds were genotyped using the GeneSeek® Genomic Profiler (GGP) 150K-BeadChip. Four specialized dairy breeds included the Ayrshire(n = 200), Holstein(n = 231), Jersey (n = 224) and Nguni (n = 209) were used as the reference populations. The mean MAF values ranged from 0.30 Ayshire (AYR), Jersey (JER), and Nguni (NGI) to 0.31 Holstein (HOL) and SHD between the populations. There were slight differences in the levels of genetic diversity ranged between 0.39 (JER and NGI) to 0.40 (AYR, HOL, and SHD). A moderate level of inbreeding (0.02) was observed in the SHD population, which results in high genetic diversity among this herds. Principal Component Analysis (PCA) revealed four homogeneous clusters comprising of AYR, HOL, JER, NGI, and a heterogeneous cluster of the SHD. The heterogeneity observed in the SHD population indicates widespread crossbreeding. The model-based cluster analysis corresponded with the PCA and pointed out the predominance of HOL, JER, with marginal gene flow from the AYR and NGI. These results have provided a useful insight into the genetic structure and prevailing breeding practices on South African SHD herds. === National Research Foundation (NRF), Agricultural Research Council (ARC) and University of Limpopo (UL)
author2 Banga, C. B.
author_facet Banga, C. B.
Maake, Mphapantsi Eldred
author Maake, Mphapantsi Eldred
author_sort Maake, Mphapantsi Eldred
title Population genetic structure of small holder dairy cattle herds in South Africa using SNP markers
title_short Population genetic structure of small holder dairy cattle herds in South Africa using SNP markers
title_full Population genetic structure of small holder dairy cattle herds in South Africa using SNP markers
title_fullStr Population genetic structure of small holder dairy cattle herds in South Africa using SNP markers
title_full_unstemmed Population genetic structure of small holder dairy cattle herds in South Africa using SNP markers
title_sort population genetic structure of small holder dairy cattle herds in south africa using snp markers
publishDate 2021
url http://hdl.handle.net/10386/3453
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