G x E Interaction and Stability of Sweetpotato Clones in Ethiopia
1. G x E interaction and stability of
sweetpotato clones for root dry matter, β-
carotene and fresh root yield in Ethiopia
Fekadu Gurmu
South Agricultural Research Institute
African Potato Association Conference
10-13 October 2016
UNECA, Addis Ababa, Ethiopia
2. Introduction
• Sweetpotato is among most important root
crops in Ethiopia
• It is the second in terms of area coverage
• Sweetpotato is cultivated in diverse agro-
ecologies and hence exposed to the effects of G
x E interaction
3. Introduction…
• G x E interaction is a differential response of
varieties when grown across target
environments
• Presence of G x E interaction implies the need
for systematic selection and ranking of
varieties across representative environments
• Selection for wider/specific adaptation
4. Introduction…
• In Ethiopia, there is limited information on G x
E interactions and the stability of sweetpotato
clones.
• Therefore, understanding the nature of G x E
interactions and quantifying its magnitude is
essential for breeding, cultivar release and to
identify the most discriminating and
representative test environments in Ethiopia.
5. Objectives
• to estimate the magnitude of G x E
interactions
• to select stable and high yielding candidate
sweetpotato clones for RDMC, β-carotene
content and fresh root yield, and
• to identify the most discriminating and
representative test environments in Ethiopia.
6. Materials and method
• The experiment was conducted at six environments
in the southern part of Ethiopia
7. Materials and methods…
• 24 F1 progenies selected from 21 families
(diallel cross) and one check variety were used
for the study
• Design: A 5 x 5 simple lattice
8. Materials and methods…
• G x E and stability analysis was conducted
using GGE Bi-plot.
• SAS 9.3 and GenStat 14th edition software
were used to analyse data
9. Materials and methods…
No Genotypes
Genotypes
ID
Predominant
flesh color
RDMC
Flowering
habit
Code Color
1 Ukrewe x Ejumula-10 G1 7 IO 31.8 None
2 Ukrewe x Ejumula-13 G2 7 IO 32.4 None
3 Ukrewe x PIPI-1 G3 2 CM 40.9 None
4 Ukrewe x Naspot-1 G4 2 CM 41.0 Moderate
5 Ukrewe x Ogansagan-5 G5 7 IO 32.2 None
6 Resisto x Ejumula-7 G6 7 IO 34.1 None
7 Resisto x PIPI-1 G7 7 IO 31.3 None
8 Resisto x PIPI-2 G8 8 DO 29.1 Profuse
9 Resisto x PIPI-4 G9 2 CM 38.4 Sparse
10 Resisto x PIPI-14 G10 2 CM 39.8 None
11 Resisto x Temesgen-10 G11 2 CM 40.2 Sparse
12 Resisto x Temesgen-12 G12 7 IO 31.4 None
13 Resisto x Temesgen-14 G13 7 IO 31.7 None
14 Resisto x Temesgen-17 G14 7 IO 36.0 None
15 Resisto x Temesgen-23 G15 8 DO 28.9 Moderate
16 Resisto x Ogansagen-5 G16 4 PY 36.8 Profuse
17 Resisto x Ogansagen-16 G17 8 DO 29.7 None
18 Resisto x Ogansagen-20 G18 2 CM 38.4 Moderate
19 Resisto x Ogansagen-23 G19 7 IO 30.5 Profuse
20 Ejumula x PIPI-10 G20 7 IO 31.3 Sparse
21 Ejumula x PIPI-18 G21 8 DO 26.2 Moderate
22 Ejumula x PIPI-19 G22 8 DO 28.2 Profuse
23 Ejumula x Temesgen-15 G23 2 CM 32.5 None
24 Ejumula x Ogansagen-17 G24 7 IO 30.2 None
25 Tula G25 6 PO 28.5 None
10. Results and discussion
• Environment, genotype and G x E interaction
variances were significant (p < 0.01) for RDMC, β-
carotene content, and fresh root yield
RDMC
• The highest mean RDMC of 40.19% was recorded for
G11, followed by G16, G3 and G18 with means of
38.23, 37.15 and 36.23%, respectively
11. Results & Disc…
G8
G10
G12
G2
G11G19
G6
G18
G4
G17
G25 G16
G23
G15
G21
G14
G7
G9
G22 G20
G5
G24
G1
G13
G3
KOK
AM
ARE
DIL
HAL
HAW
4.00-2.00
-3.00
0.00
-2.00
2.00
-1.00
0.00
-1.00 3.00
3.00
1.00
1.00
2.00
PC1 ( 61.63%)
PC2(13.99%) Stability of the clones for RDMC
12. Results & Disc…
β-carotene content
• Across the test environments,
G8, G15 and G19 had the
highest β-carotene of
20.01, 16.59 and 16.30 mg 100 g-1, respectively.
• Eight genotypes, namely G3, G4, G9, G10,
G11, G16, G18 and G23, had no β-carotene
content across all the test environments
13. Results & Disc…
G8
G10
G12
G2
G11
G19
G6
G18G4
G17
G25
G16G23 G15
G21
G14
G7
G9
G22G20
G5
G24
G1
G13
G3
KOK
AM
ARE
DIL
HAL
HAW
4.00-2.00
-3.00
0.00
-2.00
2.00
-1.00
0.00
-1.00 3.00
3.00
1.00
1.00
2.00
PC1 ( 93.76%)
PC2(2.23%)
Stability of the clones for β-carotene
14. Results & Disc…
• Root yield
• G6 was the highest yielder across
environments with a mean of 26.92 t ha-1,
followed by G20 (25.46 t ha-1) and G1 (25.09 t
ha-1).
17. Conclusion
Three clones: Ukrewe x Ejumula-10 (G1), Resisto x
Ejumula-7 (G6) and Ejumula x PIPI-10 (G20) were
selected based on their performance and stability
These clones had:
• RDMCs of 31.82, 32.60 and 30.06%
• High β-carotene contents of 12.48, 14.27 and
13.99 mg 100 g-1 and
• Stable and high fresh root yields of 25.09, 26.92
and 25.46 t ha-1
18. Conclusion…
• Stable genotypes with high RDMC but no β-
carotene such as G3 and G11 can be used as
breeding parents to improve the RDMC of
OFSP varieties.
• Similarly, stable genotypes with high β-
carotene content, but low RDMC, such as G8
can be considered as parent for breeding
aimed at enhancing the β-carotene content of
sweetpotato varieties.
19. Conclusion…
• Arbaminch was identified as the best
environment for sweetpotato screening in
southern Ethiopia followed by Halaba, Dilla
and Hawassa.
• The study demonstrated the possibility of
breeding sweetpotato varieties with a balance
of high RDMC, medium β-carotene content
and a high fresh root yield, with wide or
specific adaptation