genetic diversity, linkage disequilibrium and genomic
TRANSCRIPT
![Page 1: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/1.jpg)
Genetic diversity, linkage disequilibrium and genomic selection of the local Ashanti Dwarf Pig
(ADP) of Ghana
Richard Osei-Amponsah
CAPREx Postdoctoral Fellow
Department of Animal Science
University of Ghana, Legon.1
![Page 2: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/2.jpg)
presentation outline
- background and objective of project
- data collection
- studies carried out and preliminary results
- future studies/way forward
- acknowledgements2
![Page 3: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/3.jpg)
background and objective of project
3
![Page 4: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/4.jpg)
- Ghana is yet to attain self sufficiency in protein production
- non-ruminant production has been identified as a means to bridging this
protein deficiency gap
- local breeds are important for genetic diversity and food security and their
characterisation is the first strategic priority area of the GPA on AnGR
background
4
(FAO, 2007; MOFA, 2012)
![Page 5: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/5.jpg)
background- the Ashanti Black Forest Dwarf Pig (Ashanti Dwarf Pig) (ADP) is an
adapted breed with relatively good adaptive traits
5
![Page 6: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/6.jpg)
6
problem statement
- origin and phylogeny of the ADP is unknown
- unique favourable genes not identified
- indiscriminate crossbreeding with exotic breeds
- lack of a sustainable breeding scheme
- low human and institutional capacity in animal genetics
![Page 7: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/7.jpg)
- genomic selection predicts breeding values on the basis of a large number of
marker haplotypes across the entire genome.
- underlying assumption is that haplotypes at some loci are in linkage
disequilibrium (LD) with QTL alleles that affect traits of economic importance.
genomics and animal breeding
![Page 8: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/8.jpg)
genomics and animal breeding
- significant associations have been demonstrated for candidate genes for:
litter size (ESR, PRLR, RBP4),
growth (MC4R)
meat quality (PRKAG3, RYR1, H-FAPB),
disease resistance (FUTI, SLA/MHC, NRAMP, SLC11A1, LIF, IRF1)
coat colour (KIT, MCIR)
8
(Meuwissen et al., 2001; Bidanel and Rothschild, 2002; Chen et al., 2007)
![Page 9: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/9.jpg)
- genome sequencing and development of chips that are able to genotype
thousands of single nucleotide polymorphisms (SNP) across the genome is a
breakthrough for animal breeding.
- SNP genotyping increases the accuracy of selection at young ages, shorten
generation interval and increase overall profitability of animal production.
9
genomics and animal breeding
(Ibañez-Escriche and Gonzalez-Reicio, 2011, Fernández et al., 2012)
![Page 10: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/10.jpg)
objective of project
- to utilise genomics to determine the origin and characterise unique genetic
attributes of the ADP
- to select and maintain beneficial alleles conferring traits of economic importance
10
![Page 11: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/11.jpg)
11
- application of genomic selection tools should enable genetic
characterisation and identification of unique and beneficial alleles of the
ADP.
hypothesis
![Page 12: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/12.jpg)
specific objectivesi. determine the origin and genetic diversity of the ADP
ii. identify QTL of growth, carcass, reproductive and diseaseresistance traits in the ADP
iii. develop a genomic selection scheme for ADP
iv. propose a breeding programme for the ADP
v. build capacity in genomic characterisation of pigs12
![Page 13: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/13.jpg)
data collection
13
![Page 14: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/14.jpg)
data collection
14
Guinea Savannah
47 pigs
Forest
52 pigs
Coastal Savannah
64 pigs
UWR
NR
ARER
CRGAR
![Page 15: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/15.jpg)
15
data collection
![Page 16: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/16.jpg)
16
data collection
![Page 17: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/17.jpg)
17
ADP pig breeding station, Babile
![Page 18: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/18.jpg)
18
ear tissue sampling
![Page 19: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/19.jpg)
19
ear tissue sampling
![Page 20: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/20.jpg)
20
ear tissue sampling
![Page 21: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/21.jpg)
DNA Extraction- DNA extracted from ear tissues using QIAGEN blood and tissue kit following the
manufacturer’s protocol at the Biotechnology laboratory of CACS, UG
- DNA samples were stored at -80°C and subsequently transported to Cambridgefor analyses
21
![Page 22: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/22.jpg)
studies carried out and preliminary results
22
![Page 23: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/23.jpg)
23
study 1origin and phylogenetic status of local ADP by mitochondrial DNA
analysis
![Page 24: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/24.jpg)
- evolutionary relationships, levels of variability and geographic sub-structuring
within and between groups of animals can be derived by comparing their DNA
sequences
- correlations between phylogenetic signals and geographic provenance allows
pigs to be important proxies of human dispersal
origin and phylogenetic status of the ADP
(Avise et al., 1987, Kim et al., 2002, Larson et al., 2010)24
![Page 25: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/25.jpg)
- comparative genomics of distantly related species makes it possible to decipher
the major steps in evolution including genome rearrangements and mutation
pressure
- mitochondrial DNA (mtDNA) is routinely used to produce phylogenetic trees at
several taxanomic levels, from within species to among orders
origin and phylogenetic status of the ADP
(Primose and Twyman, 2003, Larson et al., 2005; Haile et al., 2010)
25
![Page 26: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/26.jpg)
26
mitochondrial DNA- size of 16,613bp, consists only of structural genes without any
non-coding bases except the D-loop region,
![Page 27: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/27.jpg)
mitochondrial DNA
- MtDNA is maternally inherited, haploid, non-recombining and its evolutionary rate
of base substitution is much faster than that of nuclear DNA
- the D-Loop region is non-coding and known to be more variable in sequence than
other regions and mutations in this interval have been investigated in a number of
evolution studies
27
(Giles et al., 1980; Cann et al., 1984; Huang et al., 1999; Avise, 2000 Gongora et al., 2004; Yu et al, 2013)
![Page 28: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/28.jpg)
- has also been used to describe variation in putative wild ancestor and modern
domestic livestock populations including pigs
- a significant differentiation between the European and Chinese domestic pigs has
been revealed by mtDNA analyses
mitochondrial DNA
28
(Ursing and Arnason, 1998; Giuffra et al., 2000; Okimura et al., 2001, Watanone et al., 2001, Kim et al., 2002; Bruford et al., 2003; Mccann et al., 2014).
![Page 29: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/29.jpg)
- a 620bp fragment of the D-loop region of mtDNA from 142 animals was amplified
by touchdown PCR and purified
- amplicons were sequenced and traces edited using Chromas version 2.2
- sequences were viewed using the MultAlin program and within the ClustalW2
program
- BLAST (in NCBI) was used to view and obtain the consensus sequence of D-loop
region for each individual relative to pig mtDNA sequence
analysis of mtDNA D-loop
29
![Page 30: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/30.jpg)
- genetic distances between whole control region sequences were calculated using
Kimura's two-parameter substitution model and with the same pattern among
lineages and uniform rates among sites, as implemented in the MEGA software
- phylogenetic tree was produced using MRBAYES with bootstrap = 1,000,000
replicates
- the frequency of each haplotype in each population and the frequency of Asian and
European haplotypes were calculated(Kimura et al., 2001; Edgar, 2004; Tamura et al., 2011)
phylogenetic analysis
30
![Page 31: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/31.jpg)
31
Asian
European two major clades
![Page 32: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/32.jpg)
- 2 major clades – European and Asian wild boars
- 43 haplotypes:
11 unique ADP haplotypes
5 haplotypes unique to Asian wild boars
6 haplotypes unique to European wild boars
3 haplotypes – Ghanaian + European
2 haplotypes – Ghanaian + Asian
results
32
![Page 33: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/33.jpg)
‐ ADP haplotypes:‐ AR(1)‐ GAR (2) + 1(ER)‐ AR(1)
‐ UWR(3)‐ GAR(14) + ER(5) + CR(1)‐ AR(1)‐ ER (1)‐ UWR (1)‐ UWR (1)‐ UWR(1) + NR(1)‐ CR(2)
33
11 ADP unique haplotypes
European Clade
Asian Clade
![Page 34: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/34.jpg)
1 2 4 7 12 15
1 0.004 0.004 0.008 0.008 0.008
2 0.008 0.004 0.008 0.008 0.008
4 0.009 0.011 0.007 0.008 0.008
7 0.025 0.028 0.024 0.003 0.000
12 0.027 0.030 0.027 0.005 0.003
15 0.026 0.028 0.023 0.001 0.004
34
Haplotypes 1, 2 and 4 fell in the Asian clade
Haplotypes 7, 12 and 15 fell in the European clade
within haplotype genetic distance
![Page 35: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/35.jpg)
35
within breed genetic distance
ADP Asian European Pacific Sus outgroups
AFW
ADP 0.005 0.003 0.005 0.007 0.013
Asian 0.027 0.005 0.004 0.006 0.014
European 0.018 0.027 0.005 0.007 0.014
Pacific 0.026 0.022 0.025 0.006 0.014
Sus outgroups
0.043 0.038 0.042 0.033 0.012
AFW 0.095 0.099 0.096 0.095 0.090
(Blench, 1999; Ramirez et al., 2009)
![Page 36: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/36.jpg)
36
conclusions
local pigs of Ghana
- display multiple origins based on mtDNA sequence analysis
- segregate into two major clades – one clustering with the European wildboars and the other with the Asian wild boars
- are more likely to be of European than Asian origin
![Page 37: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/37.jpg)
37
study 2
MC1R gene polymorphism and coat colour variation inthe ADP and its crosses with modern commercial breeds
![Page 38: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/38.jpg)
genetics of coat colour
- pigmentation is due to the presence or absence of melanins
- two types of melanins are synthesized:
eumelanins (black/brown pigments)
pheomelanins (yellow/red pigments)
- variability in several genes have been shown to affect pigmentation but 2 mainones are involved in pig colour – MC1R and KIT
38
(Kijas et al., 1998, 2001)
![Page 39: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/39.jpg)
39
- a single coding exon of about 950bp
- located on the long arm of chromosome 16 at position 24.3
MC1R gene
![Page 40: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/40.jpg)
MC1R gene – coat colour genetics- melanocortin receptor 1 (MC1R) expressed in melanocytes is a G-protein-
coupled receptor
- MC1R signalling determines weather a melanocyte produces a black eumelaninor red/yellow pheomelanin
- loss-of-function mutations are associated with recessive red coat colour
- dominant black colouring is linked with mutations causing activation of MC1Rsignalling
40(Kijas et al., 1998, 2001; Dun et al., 2007; Li et al., 2010; Margeta et al., 2013)
![Page 41: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/41.jpg)
Mutations in MC1R gene- 5 allele groups have been reported
41
allele symbol variants
wild type E+ MC1R*1 MC1R*5
dominant black ED1 and ED2 MC1R*2 MC1R*7 MC1R*3
black spotted EP MC1R*6
recessive e MC1R*4
(Kijas et al., 1998, 2001; Dun et al., 2007; Li et al., 2010; Margeta et al., 2013)
![Page 42: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/42.jpg)
42
black spotted allele (EP)
- a consequence of two C nucleotide insertions, at the position 67nucleotide leading to the frame shift and premature stop codon
- the insertion of CC occurs in a GC-rich rich region and within a stretch ofsix Cs that is expanded to a mononucleotide repeat of eight Cs
![Page 43: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/43.jpg)
43
coat colour variation in ADP
![Page 44: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/44.jpg)
44
genetic analysis of the MC1R gene polymorphisms
- An 823bp fragment covering the region containing the allelic variant wasamplified by PCR and the products sequenced from 33 Ghanaian local pigs,1large white and 1 duroc
- sequences edited using Chromas and blasted in NCBI
- MC1R sequences of local and exotic pigs compared using MULTIALINsoftware
![Page 45: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/45.jpg)
45
resultsAnimal ID CC insertion Phenotype Black spotting
85 ++ white +
111 ++ white +
80 ++ white +
10 ++ white +
108 ++ white -
110 ++ white -
LW ++ white -
![Page 46: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/46.jpg)
46
Animal ID CC insertion Coat colour Black spotting
114 -- black n/a
27 -- black n/a
164 -- black n/a
5 -- black n/a
167 -- white -
162 -- white +
90 -- white +
results
![Page 47: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/47.jpg)
47
results
- pigs with a CC insertion at nt67 had white coat colour
- pigs lacking the CC insertion were both black and white
- The nt67insCC is associated with the white colour
- absence of the CC insertion however does not guarantee black coat colour
(Kijas et al., 1998, 2001; Dun et al., 2007; Yang et al., 2010; Margeta et al., 2013)
![Page 48: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/48.jpg)
48
conclusions
- Ghanaian local pigs have diverse coat colour inheritance
- ADP lacks the nt67insCC
- occurrence of spotted piglets may be due to epistatic interactions
- further studies recommended
- coat colour alone cannot be used to adequately characterise local pigs
![Page 49: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/49.jpg)
49
study 3
whole-genome SNP analysis
of growth, reproduction,
meat quality and disease
resistance traits in the ADP
of Ghana
![Page 50: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/50.jpg)
- the genome sequencing and development of chips that are able togenotype thousands of SNPs across the genome is a breakthroughfor animal breeding.
- hundreds of thousands of porcine SNPs have been discovered usingNGS technologies and these SNPs, as well as others from differentpublic sources have been used to design a high-density SNPgenotyping assay – porcine Illumina 60k beadchip
snp genotyping
50
(Ramos et al., 2009).
![Page 51: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/51.jpg)
- identify SNP associated with reproduction traits in the Finnish Landrace
- study porcine colonization of the Americas detailing a genome wideoverview of local populations
- study linkage disequilibrium (LD) pattern and selection signatures at thegenome level
- estimated breeding values for meat quality, production and reproductiontraits
Illumina Porcine SNP60k BeadChip
51
(Uimari et al., 2011, Burgos-Paz et al., 2012, Ai et al., 2013, Beker et al., 2013)
![Page 52: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/52.jpg)
SNP Genotyping
52
- genotyping was done at the genome analysis facility of theMammalian Molecular Genetics Research Group, CambridgeUniversity following the Illumina protocol
- 72 Ghanaian local pigs were genotyped with the Illumina’s porcineSNP60 beadchip (Ramos et al., 2009)
- the use of a large number of markers permits a more rigorousanalysis of genetic relationships
![Page 53: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/53.jpg)
53
Genome analysis facility
![Page 54: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/54.jpg)
analyses of genomic data
- data were visualised and analysed with the PLINK software
- the following criteria was used to filter animals and SNP before analysis:
- monomorphic SNPs were removed
- call rate > 0.98
- minor allele frequency (MAF) > 0.05
- relatedness among the pigs was examined using a PCA to determine identity by descent (IBD)
- polymorphisms in the genes for selected traits of economic importance being studied
54
![Page 55: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/55.jpg)
55
ADPs
ADPsADPs
ADPs
exoticsand XBs
ADPs and XBs
ADPs
PCA analysis of SNP data
![Page 56: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/56.jpg)
ADPs
ADPs
ADPs
exotics
crossbreds
ADPs and crossbreds
ADPs
ADPs
PCA analysis of SNP data
![Page 57: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/57.jpg)
57
conclusions
- 6 genotypic groups of the ADPwere found
2 are unique to the GAR
1 unique to UWR
1 unique to UWR and NR
1 unique to CR, ER andGAR
1 unique to AR, ER and CR
UWR
NR
AR
ER
CR
GAR
![Page 58: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/58.jpg)
conclusions
58
- ADPs from the UWR and NR display the farthest origin from theothers
- ADPs from AR, ER and CR are closest to exotic pigs
- one of the two ADP groups from the GAR displays white patches incoat colour
![Page 59: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/59.jpg)
59
findings
- there appear to be diverse genetic origins of the ADP but it is has moreEuropean than Asian origin
- there are five distinct genetic groupings of the ADP
- phenotypic coat colour data is insufficient to distinguish thesediverse genetic groups
![Page 60: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/60.jpg)
publications in preparation
- origin and phylogenetic status of local ADP – using evidence frommtDNA analysis, MC1R and Y-chromosome haplotypes
- identification of unique genomic signatures associated with diseaseresistance, growth rate and meat quality traits in local swine geneticresources of Ghana
60
![Page 61: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/61.jpg)
way forward
61
![Page 62: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/62.jpg)
way forward
- whole-genome SNP analysis of growth, reproduction, meat quality anddisease resistance traits in the ADP of Ghana
- study on the genetic diversity and linkage disequilibrium of African localpigs
- use of these data to develop a breeding programme to introgressdesirable production and health traits into crossbred pigs
62
![Page 63: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/63.jpg)
way forward
- grant application – to finish study
- PAG - January 2015
- joint PhD students supervision
- workshops on genomic selection for various stakeholders
63
![Page 64: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/64.jpg)
Acknowledgements
64
![Page 65: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/65.jpg)
65
appreciation
![Page 66: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/66.jpg)
mammalian molecular genetics research group 66
appreciation
![Page 67: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/67.jpg)
appreciationCambridge University
Prof. Nabeel Affara
Dr. Carole Sargent
Dr. Ben Skinner
Ms. Kerry Harvey
Dr. Julien Bauer
Mr. Chris Reitter
Prof. Gregor Larson – University of Durham
Prof. Allan Archibald – University of Edinbrugh
Prof. Kwame Offei – Provost and Head of Biotech Centre, CACS, UG
Prof. Yaa Ntiamoa-Baidu – University of Ghana
Dr. F.Y. Obese - Head, Department of Animal Sc., University of Ghana
My family
67
![Page 68: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/68.jpg)
68
![Page 69: Genetic diversity, linkage disequilibrium and genomic](https://reader030.vdocuments.mx/reader030/viewer/2022012701/61a41c3540b2cd1d9f7b0419/html5/thumbnails/69.jpg)
69
Thanks for your support, attendance and attention !!!