| dc.description.abstract |
The aim of the dissertation was to undertake phenotypic and genetic
characterization and design community-based breeding programs for two
indigenous goat populations in Ethiopia, namely Arab and Oromo. The
dissertation was based on five manuscripts. Papers I, II, IV and V were based on
data generated from production system, morphological characterization and
ranking experiments. Paper III was based on whole genome data generated from
three indigenous goat populations (Arab, Fellata and Oromo). Genomic data of
ten additional goat breeds including four Ethiopian (Abergelle, Gumuz, Keffa,
Woiyto-Guji), four African (Kenyan Boran, Morrocan Unknown, Malawian
Thyolo, Malian Guera), one Asian (Chinese Tibetan) and one European (French
Saanen), obtained from the database, were included for comparison purposes.
Reconnaissance survey, focus group discussion and interview with structured
questionnaires were used to collect data from 249 households (Paper I). Ten
qualitative and nine quantitative traits were recorded/measured from 747
randomly selected goats (Paper II). Genetic diversity metrics within each of three
goat populations were assessed and population structure was investigated using
principal component analysis (PCA), ADMIXTURE and TREEMIX. Candidate
genes underlying strong selection signatures were identified by combining two
approaches: pooled hetrozygosity (
Hp) and population differentiation (Fst) (Paper
III). Two live animal ranking experiments (own flock and group) were conducted
to identify breeding objective traits of Arab and Oromo goat keepers. In the ownflock
ranking
experiment,
a
total
of
147
households
ranked
their
first,
second and
third best and the most inferior does in their own flock. In the group-animal
ranking experiment, 24 breeding does and bucks were randomly selected and
placed into eight groups. Twelve farmers from Arab and Oromo goat keepers,
respectively with no knowledge of the experimental animals, ranked the three
goats in each group as 1
st
, 2
nd
and 3
rd
, giving reasons for their ranking. After the
first round of ranking, the farmers were then provided with the history of each
individual goat and asked whether they would reconsider their ranking. This was
iterated eight times until a person covered all groups of goats (Paper IV). Four alternative breeding schemes were simulated and evaluated for the Arab and
Oromo goat populations (Paper V). The survey results indicated that goats were
kept for a variety of purposes. Income generation (0.40), meat (0.23), and savings
(0.16) were the highest priorities, but with different index values between the
Arab and Oromo goat keepers. Out of the total flock sizes, breeding does
constituted the largest (36.7%) followed by kids (23.7%), young does (20.5%),
young bucks (8.5%), bucks (7.3%), and castrates (3.4%), even though there was
significant (p < 0.01) difference between the two groups of goat keepers. Arab
goat keepers owned higher average flock size than Oromo goat keepers. Mating
was predominantly uncontrolled mainly due to communal grazing. On average,
first kidding occured at the age of 1.2 years, kidding interval at 7.5 months,
reproductive life was for about 7.6 years, and produced 10.7 kids per lifetime
despite variation between Arab and Oromo goat keepers (Paper I). The qualitative
and quantitative data analysis revealed significant (p < 0.01) differences between
Arab and Oromo goats. White coat color was predominantly observed in Arab
goats (33.72%) while brown (deep and light) coat color was the most frequent in
Oromo goats (27.81%). Goat population type and age had significant effects on
body weight and linear body measurements. When goats of the same age class
were compared, Oromo goats were heavier and bigger in size. Positive and highly
significant correlations were obtained between body weight and most of the body
measurements in both goat populations. The highest correlation was between
chest girth and body weight for Arab (r = 0.95) and Oromo (r = 0.92) (Paper II).
The genomic data analysis generated 35,161,094 autosomal biallelic single
nucleotide polymorphisms (SNPs) and 3,737,445 insertions and deletions (InDels)
from the 13 global goat populations (78 goat genomes). The highest number of
SNPs and InDels were detected in Unknown goat while the lowest number of
SNPs and InDels were identified in Saanen and Gumuz goats, respectively. Keffa
goat demonstrated the lowest level of genetic diversity whereas Woyito-Guji
showed the highest. Our results show an inverse relationship between the length
and number of runs of homozygosity (ROH). The number of shorter ROHs
(ROH
100–150Kb
) category predominated; accounting for 58.18% of the total number
of ROHs. The longest ROH category (ROH
>400Kb
) was the rarest, wherein the Gumuz population displayed the highest number of ROH, suggesting recent
inbreeding in this population. Principal component analysis (PCA),
ADMIXTURE and TREEMIX tools revealed five distinct genetic clusters in the
global, three in the African and two in the Ethiopian goat populations. For the
selection signature analysis, we used comparative genomics to explore differences
between populations that are exposed to different selection pressures (natural
versus artificial) and from different geographic zones (tropical semi-arid versus
temperate cold) using pooled hetrozygosity (Hp) and population differentiation
(Fst) between the following population pairs: Gumuz versus Saanen and Fellata
versus Saanen. By combining the two approaches, candidate genes underlying
strong selection signatures including litter size, adaptation to arid environment,
coat coloration and body weight were identified (Paper III). The live animal
ranking experiments indicated that traits like body size, twining ability, kidding
interval and mothering ability were the topmost preferred attributes to select
breeding does; whereas body size, libido and growth were the traits used to select
breeding bucks in the study area (Paper IV). The four alternative breeding
schemes simulated for Arab and Oromo goats resulted in reasonable annual
genetic gain (PAGG), especially for six months weight (6 mw). Due to its
economic return, Scheme 2 is recommended over other schemes (Paper V). In
conclusion, future works should focus on the implementation of CBBP in the
study area using Scheme 2. However, care should be taken to ensure the
participation of goat keepers from inception through to implementation and
include few priority breeding objective traits. |
en_US |