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Landraces: Genetic Diversity and Evaluation
Jihad OrabiDepartment of Agriculture and Ecology
Plant and Soil Science Laboratory
Alnarp 24th November 2009
Landraces
� Stone Age varieties, primitive varieties, heirloom varieties.
traditional cultivars, farmer varieties and garden-races.
� Landraces have evolved directly from their wild progenitor, that
lead to have and maintain high level of genetic diversity.
� Were developed under natural and human selection.
� Landrace is a variety with a high capacity to tolerate biotic and
abiotic stress, resulting in a high yield stability and an
intermediate yield level under a low input agricultural system.
(Zeven, 2000).
Alnarp 24th November 2009
Landraces as Breeding Material
� Pure line selection: the short-term approach
� Extracting the highest yielding pure line from a landrace.
� Crosses: building on adaptation
� Extracted superior lines form a landrace and utilizing them as
parents in the crossing program
� Mixtures: the long-term approach
� Pure lines properly characterized for a set of agronomic
characters
� Understanding adaptation to stress
� Evaluate lines with specific characters to identify, localize, and
tag genes or QTLs (Ceccarelli and Grando, 2000)
Alnarp 24th November 2009
Genetic Diversity
� Assessment of genetic diversity is an essential step
helping to:
� Understand the relationship among and within the
”landraces” populations.
� Understand the genetic structure of the landraces.
� Parental selection.
� Setting priorities for genetic conservation.
� Building conservation strategies.
Alnarp 24th November 2009
Two Examples of Landrace Studies
� Genetic diversity of the landraces vs the wild barley in
West Asia and North Africa (WANA) region
� Genetic diversity of Eritrean barley landraces
Alnarp 24th November 2009
• The presence of the wild relatives of barley.
• High genetic diversity in the cultivated barely.
• Genetic resources for biotic stresses such as diseases.
• Genetic resources for abioticstresses such as drought.
www.mathildasanthropologyblog.wordpress.com
Alnarp 24th November 2009
Barley in West Asia and North Africa (WANA)
Country of origin SubspeciesSubspecies/Origin (S /O)-group
Size (lines)
Source
Jordan H. spontaneum HsJo 10 ICARDA
Jordan H. vulgare HvJo 10 ICARDA
Turkey H. spontaneum HsTk 9 ICARDA
Turkey H. vulgare HsTk 10 ICARDA
Syria H. spontaneum HsSy 10 ICARDA
Syria H. vulgare HvSy 10 ICARDA
Morocco H. spontaneum HsMo 8 Lleida, Spain
Morocco H. vulgare HvMo 10 ICARDA
Plant Material
Alnarp 24th November 2009
S/O-group No. Allele Unique AlleleGenetic diversity
index
Hs Jordan 5.472 0.417 0.721
Hv Jordan 4.833 0.250 0.652
Hs Syria 5.250 0.250 0.701
Hv Syria 4.500 0.167 0.619
Hs Turkey 4.778 0.306 0.690
Hv Turkey 4.500 0.278 0.640
Hv Moroco 3.667 0.111 0.538
Hs Morocco 2.389 0.028 0.383
Hs WANA 10.111 1.278 0.775
Hv WANA 9.750 1.417 0.725
Diversity Parameters forDifferent Subspecies/Origin(S/O)-groups
Alnarp 24th November 2009
(Orabi et al. 2009)
Take-Home Message from WANA Study:
• Both Wild and cultivated barley from WANA possess high level
of genetic diversity
• Wild and cultivated barley from WANA are a very useful source
for barley improvement.
• Since both, landraces and wild barley posses a high level of genetic
diversity, utilizing the landraces is better due to the undesirable
traits that can be carried from the wild barley.
Alnarp 24th November 2009
Barley in Eritrea
• Barley is the second crop in production and harvested area.
• Barley is growing as “primitive” landraces.
• Barley yield is 352 kg\ha (FAO, 2008)..
• Barley from Horn of Africa is a valuable resource for diseases resistance
http://ochaonline.un.org/ocha2008/images/eritrea-map.gif
Alnarp 24th November 2009
The Sites of Eritrean Barley Collection
Region Topography
1 Dubarwa-Halhale Mid Highland Plains
2 Medenfera- Adi Quala Mid Highland Plains
3 Asmara- Dekamhare High Lands Terraces
4 Asmara- Hezega High Lands Terraces
5 Asmara- Himbirti High Plains
6 Asmara- Serejeka- Weki High Lands Terraces
ASMARA
Eritrea
6
34
1
5
2
1 Dubarwa-Halhale(Mid-highland plains)
2 Medenfera-Adi Quala(Mid-highland plains)
3 Asmara-Dekamhare(Highland terraces)
4 Asmara-Hezega(Highland terraces)
5 Asmara-Himbirti(High plains)
6 Asmara-Serejeka-Weki(Highland terraces)
Red Sea
Ethiopia
Sudan
Alnarp 24th November 2009
Morphological Diversity in One Eritrean Barley Field
Ten spikes collected from a single barley farmer’s field
Alnarp 24th November 2009
L4
0.0
2L
29
.03
L2
8.0
2L
32
.02
L3
2.0
7L
17
.10
L2
7.0
8
L2
7.0
5L
21
.09
L0
8.1
0L0
3.03
L0
2.0
8L
25
.02
L0
2.0
6L
28
.10
L3
4.1
0L
16
.03
L0
2.0
9L
11
.01
L1
0.0
8L
01
.03
L3
6.0
2L
27
.02
L0
6.0
1L
08
.02
L0
3.0
2
L0
2.0
7L
01
.04
L2
0.0
7L
01
.07
L3
1.1
0L
36
.06
L3
4.0
8L
02
.01
L1
2.0
4
L1
2.0
3L
10
.06
L1
6.0
9L
06
.09
L1
5.1
0L
36
.09
L2
5.0
6L
19
.06
L1
6.0
7L
17
.01
L1
5.0
5L
20
.05
L3
2.0
9L
31
.08
L2
5.0
4L
32
.08
L2
7.0
9L
31
.09
L3
2.1
0
L2
0.0
1L
16
.05
L1
9.0
5L
16
.06
L0
4.0
9L
16
.10
L1
7.08
L3
6.0
3L
20
.06
L03.
05L
01
.10
L1
1.0
4L
04
.02
L0
6.1
0L
06
.06
L0
6.0
4L
11
.05
L0
3.0
6L
08
.05
L0
4.0
1L
27
.04
L1
2.0
8L
02
.02
L3
4.0
7L
08
.09
L1
0.1
0L
08
.01
L0
4.0
5
L0
6.0
3L
12
.02
L1
2.0
1L
11
.07
L1
1.0
3L
11
.06
L0
2.1
0L
01
.06
L1
0.0
4L
10
.02
L1
1.1
0L
11
.09
L1
1.0
8L
04
.08
L0
3.0
1L
08
.04
L0
1.0
2L
21
.04
L3
4.0
3
L3
6.0
8L
34
.01
L2
1.0
7L
40
.05
L4
0.0
9L
40
.06
L4
0.0
4L
40
.01
L2
1.1
0L
21
.08
L2
1.0
2L
40
.08
L4
0.0
3L
21
.05
L2
1.0
3L4
0.10
L4
0.0
7L
21
.01
L29.0
4L
32
.06
L3
1.0
7L
31
.01
L2
9.0
8L
25
.01
L2
5.1
0L
19
.10
L1
7.0
5L
27
.03
L0
8.0
6L
06
.07
L1
9.0
2L
17
.06
L1
7.0
3L
12
.06
L1
0.0
3L
04
.04
L3
2.0
3L
31
.03
L0
6.0
2L
19
.07
L0
1.0
8L
36
.05
L3
6.0
7L
36
.10
L2
7.0
1L
32
.01
L2
9.0
1
L2
5.0
7L
15
.06
L1
0.0
1L
17
.09
L1
5.0
3L
15
.01
L1
2.1
0L
12
.07
L0
2.0
5L
21
.06
L0
2.0
4L
34
.06
L2
9.0
2L
36
.04
L3
4.0
9L
32
.05
L2
8.0
6L
20
.08
L1
5.0
7L
29
.09
L3
1.0
5
L28.
07L
28
.03
L2
8.0
1L
28.0
4L
28
.08
L2
7.1
0L
16
.01
L1
6.0
2L
20
.09
L3
1.0
6L
15
.02
L0
8.0
8L
29
.05
L3
4.0
2L
31
.04
L2
9.0
6L
28
.09
L3
4.0
4L
10
.09
L0
6.0
5L
31
.02
L2
8.0
5L
27
.06
L0
3.0
4L
25
.05
L1
7.0
2L
11
.02
L1
2.0
9
L0
3.0
8L
25
.09
L1
0.0
7L
04
.03
L3
2.0
4L
19
.09
L0
4.0
7L
01
.05
L0
3.0
9L
34
.05
L1
0.0
5L
25
.03
L1
7.0
7L
06
.08
L1
5.0
9L
16
.04
L1
2.0
5L
36
.01
L1
6.0
8
L2
0.0
3L
08
.07
L2
0.1
0L
03
.07
L1
9.0
8L
20
.02
L1
5.08
L0
1.0
9L
20
.04
L0
4.1
0
L1
7.0
4L
08
.03
L0
4.0
6L
15
.04
L0
3.1
0L
27
.07
L1
9.0
4L
29
.10
L2
9.0
7
L1
9.0
3L
19
.01
L0
2.0
3L
01
.01
0
20
40
60
80
100
120
Linkag
e Distance
Adi Hisbay
Cluster Analysis for the Eritrean Lines Based on Nuclear Simple Sequence Repeats (SSR) Distance
Alnarp 24th November 2009
Plant Materials Used in 40 Nuclear SSRs Profiling Study
Group Sources Subspecies Country No. of individuals
I
Our group H. vulgare Eritrea 240
GRU, ICARDA, Syria H. vulgare Ethiopia 23
NSGC, USA H spontaneum Ethiopia 2
II
Our group H spontaneum Palestine 100
GRU, ICARDA, Syria H spontaneum Syria 10
GRU, ICARDA, Syria H spontaneum Jordan 10
GRU, ICARDA, Syria H spontaneum Turkey 9
Lleida, Spain H spontaneum Morocco 8
GRU, ICARDA, Syria H. vulgare Syria 10
GRU, ICARDA, Syria H. vulgare Jordan 10
GRU, ICARDA, Syria H. vulgare Turkey 10
GRU, ICARDA, Syria H. vulgare Tunisia 10
GRU, ICARDA, Syria H. vulgare Morocco 10
III Life. Ku H. vulgare NW. EU 96
Total 549Alnarp 24th November 2009
The Allele Number and the Unique Allele Number of Barley Populations Based on Nuclear SSRs
Alleles HsWa HvWa HvEr& HvEt HvEu
Alleles no. Unique Alleles no. Unique Alleles no. Unique Alleles no. Unique
Total 874 691 209 418 38 416 69 253 31
Average 20,81 16,45 4,98 9,95 0,90 9,90 1,64 6,02 0,74
Alnarp 24th November 2009
The Geographical Distribution of the WANA, European and Eritrean Barley Populations Used
5000 km
3000 km
WANA
NW.EU
100 km
Eritrea
Alnarp 24th November 2009
Multi-dimensional Scaling (MDS) for all Groups Based on nuSSRs
Dimension 1
-1.10 -0.43 0.25 0.93 1.60
Dim
ens
ion
2
-1.40
-0.77
-0.15
0.48
1.10
Dimension 1
-1.10 -0.43 0.25 0.93 1.60
Dim
ens
ion
2
-1.40
-0.77
-0.15
0.48
1.10
Hs-PalestineHs-SyriaHs-JordanHs-TurkeyHs-MoroccoHv-SyriaHv-JordanHv-TurkeyHv-TunesiaHv-MoroccoHv-Eritrea
Hv-EuropeHv-Ethiopia
Hs-PalestineHs-SyriaHs-JordanHs-TurkeyHs-MoroccoHv-SyriaHv-JordanHv-TurkeyHv-TunesiaHv-MoroccoHv-Eritrea
Hv-EuropeHv-Ethiopia
Alnarp 24th November 2009
(Orabi et al. 2007)
Population Sample size A Ĥ SD Ĥ*
H.sp. WANA 118 5.00 0.3990 0.0785
H.v. WANA 41 2.20 0.2060 0.0875
H.v. Eritrea 214 4.60 0.3481 0.0980
H.v. Ethiopia 22 2.20 0.2532 0.0726
H.v. Europe 92 2.60 0.1774 0.0726
Allelic Richness and the Diversity Index ĤBased on 5 Chloroplast SSRs for all Populations
Alnarp 24th November 2009
(Orabi et al. 2007)
MDS for all Groups Based on cpSSRs
Dimension 1
-1.40 -0.75 -0.10 0.55 1.20
Dim
ensi
on2
-1.50
-0.90
-0.30
0.30
0.90
Dimension 1
-1.40 -0.75 -0.10 0.55 1.20
Dim
ensi
on2
-1.50
-0.90
-0.30
0.30
0.90
Hs-WANA
Hv-EritreaHv-EthiopiaHv-EuropeHv-WANAHs/Hv-WANAHs-Ethiopia/Hv-Eritrea
Hv-Ethiopia/Eritrea
Hv-Europe/WANA
Hv-Eritrea/Hs-WANA
Hs/Hv-WANA/Hv-Eritrea
Hv-Europe/Eritrea/Ethiopia
Hs-WANA
Hv-EritreaHv-EthiopiaHv-EuropeHv-WANAHs/Hv-WANAHs-Ethiopia/Hv-Eritrea
Hv-Ethiopia/Eritrea
Hv-Europe/WANA
Hv-Eritrea/Hs-WANA
Hs/Hv-WANA/Hv-Eritrea
Hv-Europe/Eritrea/Ethiopia
Alnarp 24th November 2009
(Orabi et al. 2007)
Neighbour-Joining tree Based on Nei-dissimilarity
cpSSRsnuSSRs
Alnarp 24th November 2009
(Orabi et al. 2007)
Phylogenetic Tree Based on Sequence Differences in a Chloroplast intergenic-Spacer
Alnarp 24th November 2009
(Orabi et al. 2007)
Jilal et al. 2008
Distinctness of the Horn of Africa’s Barley
cpSSRs
nuSSRs
Ethiopian barley
Molina-Cano et al. 2005
Sequence Differences in a Chloroplast intergenic-Spacer
Alnarp 24th November 2009
Take-Home message from Eritrea study
• A huge genetic diversity also at chloroplast level was found within the Eritrean barley fields.
• H. v. subsp. spontaneum is the progenitor of the WANA and the European barley.
• H. v. subsp. spontaneum is NOT the progenitor of theEritrean-Ethiopian barley.
• An independent domestication event of barley could have happened in East Africa.
• The Eritrean-Ethiopian barley is a new gene-pool that can deliver new source for breeding.
Alnarp 24th November 2009
A landrace story� In 1948, Jack Haralan and Osman Tosun collected a wheat
landrace from Turkey PI 178383.
� It lodged, had no winter hardiness and susceptible to leaf rust.
� ”it was hopelessly useless but dutifully conserved”
� 15 years later a stripe rust outbreak happend in USA
� PI 178383 was found to have resistance to
� 4 races strip rust.
� 35 races of common bunt.
� 10 races of dwarf bunt.
� A tolerance to flag smut and snow mold.
� PI 178383 is in the pedigree of ”all” wheat in the Pacific
Northwest. Alnarp 24th November 2009
(Kaplan 1998)
• Nordic Gene Resource Centre (NordGen). Alnarp, Sweden
• Morten Rasmussen
• Agnese Kolodinska Brantestam
• The International Center for Agricultural Research in the Dry Areas (ICARDA), Aleppo Syria
• Amor Yahyaoui• J. Valkoun• M. H. Matougui
• Faulty of Life Sciences, Copenhagen, Denmark
• Ahmed Jahoor (Nordic seed)• Gunter Backes
• National Agricultural Research Institute (NARI), Asmara, Eritrea
• Asmelash Wolday
Acknowledgment: