Intercropping systems
Natural resource management
Agrobiodiversity and development of ‘orphan species
Conservation and use of genetic resources
Breeding
Improved agricultural practices
Integrated pest management
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Potential role of underutilised food legumes in facing the challenge of climate change in West Africa
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Potential role of underutilised food legumes in facing the
challenge of climate change in West Africa
Michael T. Abberton, Rajneesh Paliwal, Oyatomi Olaniyi, Ufuoma
Akjopotor, Ukoabasi Ekanem, Tope Adeboyega, Ben Faloye, Kafilat Odesola
Genetic Resources Centre (GRC)
IITA, Ibadan, Nigeria
IARSAF 2018
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Predicted annual rainfall change under climate change for 2050
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Approaches to climate change adaptation
• Conservation and use of genetic resources
• Breeding
• Improved agricultural practices
• Integrated pest management
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• Intercropping systems
• Natural resource management
• Agrobiodiversity and development of ‘orphan species’
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Bambara groundnut (BG) is an orphan legume crop grown
mainly in subsistence and small-scale agriculture system in
sub-Saharan Africa for its nutritious seeds and its tolerance
to drought and poor soils
Genetic Resources Centre (GRC) is holding an international
collection of BG landraces around 2,085 accessions at IITA
IITA genebank conservation of orphan legume crops
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African yambean
• African yam bean (AYB) Sphenostylis
stenocarpa is a neglected and
underutilised crop native to tropical
west and central Africa
• It thrives on deep, loose sandy and
loamy soils with good organic content
and good drainage.
• It grows better in regions where annual
rainfall ranges between 800 and 1400
mm.
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African yambean
• AYB is one of the
important tuberous legumes
• It produces edible bean
seeds and tubers that look
like elongated sweet potato.
•Utilisation of underutilised
crops such as AYB could
buffer nutritional,
environmental and financial
vulnerability of the poor.
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Plate 5: Recovery of plants from the effects of water stress two
weeks after resumption of irrigation. 0 for completely wilted
plant and no regrowth, 0.5 for new growth from basal meristem,
and 1 for new growth from apical meristem.
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Protein content and cooking time
ACC NAME ORIGIN REGION COOKING TIME PROTEIN CONTENT
TVSu-2 Nigeria West Africa 97 19.71
TVSu-9 Nigeria West Africa 104 18.49
TVSu-10 Nigeria West Africa 90 15.23
TVSu-22 Nigeria West Africa 70 19.14
TVSu-115 Cote d'ivoire West Africa 95 20.95
TVSu-174 Nigeria West Africa 96 24.73
TVSu-188 Benin West Africa 97 17.95
TVSu-203 Benin West Africa 93 25.05
TVSu-252 Gambia West Africa 101 23.56
TVSu-265 Nigeria West Africa 69 18.77
TVSu-282 Nigeria West Africa 62 22.87
TVSu-326 Nigeria West Africa 68 19.54
TVSu-338 Nigeria West Africa 98 22.16
TVSu-395 Cameroon Central Africa 66 23.13
TVSu-409 Cameroon Central Africa 57 23.25
TVSu-411 Cameroon Central Africa 56 22.05
TVSu-416 Cameroon Central Africa 63 18.68
TVSu-418 Cameroon Central Africa 62 19.22
TVSu-421 Cameroon Central Africa 70 22.34
TVSu-434 Cameroon Central Africa 70 20.95
TVSu-442 Cameroon Central Africa 92 21.5
TVSu-445 Cameroon Central Africa 99 18.08
TVSu-449 Cameroon Central Africa 96 20.92
TVSu-459 Cameroon Central Africa 59 21.37
TVSu-593 Nigeria West Africa 79 19.66
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• Figure 1: A s Relationship between cooking time and protein content of Bambara groundnut.
y = -0.0224x + 22.239
R² = 0.026
0
5
10
15
20
25
30
0 20 40 60 80 100 120 140
Proteincontent(%)
Cooking time (Min)
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Bambara Groundnut population used for DArTSeq SNP
92 lines of 90 Bambara groundnut (BG) accessions from 12 African countries used with two technical DNA
replication (TVsu86 & TVsu1) for diversity study
Out of 12 African countries, majority of BG germplasm belong to Nigeria (17 accessions) followed by Zambia
(15 accessions), and Cameroon(14 accessions).
S. No
BG Country
Group
Country
Code Lines used Africa Region
1
Central African
Republic CAR 7
Central-Africa (22 accessions)
2 Cameroon CM 14
3 Congo CO 1
4 Burundi BU 1 East-Africa (one accession)
5 Botswana BW 1
South-Africa (27 accessions)6 Zambia ZA 15
7 Zimbabwe ZM 11
8 Burkina Faso BF 9 (TVsu86 used as technical DNA replicate)
West-Africa (40 accessions)
9 Benin BE 7
10 Cote d'Ivoire CI 3
11 Gambia GA 4
12 Nigeria NG 17 (TVsu1 used as technical DNA replicate)
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Bambara Groundnut (BG) DArTseq SNP
Total SNP = 15918 from 90 BG
accessions with two technical DNA
replication
Total SNPs aligned on 11 Chromosomes
of closely related legume Mung bean
genome (Reference_Mung_bean_V6) =
3862
Total SNP aligned on scaffold of genome
Mung_bean_V6 = 572
Total Unaligned SNP = 12062
Proportion of missing data = 13.5%;
Proportion Heterozygous = 7.78%
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SNP Markers Quality
0
1000
2000
3000
4000
5000
6000
7000
8000
9000
< 0.50 0.50 - 0.79 0.80 - 0.90 0.90 - 0.95 0.95 - 1.0
SNPs
Call Rate of SNP Markers
SNP Call Rates
0
2000
4000
6000
8000
10000
12000
14000
< 0.50 0.50 - 0.70 0.71 - 0.80 0.81 - 90 0.91 - 0.95 0.95 - 1.0
SNPs
Reproducibility of SNP Markers
SNP Reproducibility
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Polymorphic Information Content (PIC ) and Heterozygosity
0
1000
2000
3000
4000
5000
6000
7000
0 0.021 - 0.05 0.05 - 0.10 0.10 -
0.20
0.20 - 0.30 0.30 - 0.50
SNPs
PIC Value of SNP Markers
PIC in Bambara Groundnut
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Filtering SNP Dataset
Total 15918 SNP dataset was
filtered based on minor allele
frequency (maf) 0.01, MinCount
60 (allele site minimum present
in 60 accessions of total 92
accessions) and removed
monomorphic SNP markers
12517 SNP were maintained
after filtering and used for
further molecular analysis
Proportion of missing data and
heterozygous in filtered dataset
were 9.2 %, 9.1% respectively
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Genetic Diversity
90 BG accessions were
grouped in 5 clusters which
were generally correspond to
their origin
South African BG lines were
grouped in single cluster,
while both Central and West
African BG lines grouped in
two clusters
West Africa germplasm
showed highest diversity
followed by Central African
germplasm than South
African BG material
East African line TVsu2018
were very close with South
African population than
Central Africa or West Africa
Central Africa (Central African Republic, Cameroon and Congo): Red
Color
East Africa (Burundi): Black Color
South Africa (Botswana, Zambia and Zimbabwe): Green Color
West Africa (Burkina Faso, Benin, Cote d’Ivoire, Gambia and Nigeria): Blue
color
Neighbor joining cladogram analysis of BG population
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Population Structure Analysis
Principal component (PC) analysis and multidimensional
scaling of the BG population dataset revealed K = 3 groups
for BG population which is also grouped correspondence
to their origin
First three PCs contributes 20.31%, 8.50 and 4.56
respectively to total variation explained by all 90 PCs
0
0.1
0.2
0.3
0.4
0.5
1 2 3 4 5
PCValues
Principal Components
Variation explained by first five principal components
Cumulative proportion
Proportion of Total
Contribution of variation by first 5 PCs
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Concluding comments
• Important potential role for orphan crops but this needs to be
verified and constraints overcome
• Options for the farmer
• Diversity- Resilience?
• Dietary diversity?
• Establishing information necessary for pre breeding and breeding
• Need a whole value chain approach
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Acknowledgements
• Global Crop Diversity Trust
• CGIAR donors
• Crops for the Future Research Centre
• International Treaty on Plant Genetic Resources for Food and
Agriculture