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ERA-PG / File repository / Call 2006 / / EXBARDIV
| Title |
Genomics-Assisted
Analysis and Exploitation of Barley Diversity |
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|
| Acronym |
EXBARDIV |
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|
| Duration |
1 October 2007
- 1 October 2010 |
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|
| Project leader |
Andrew Flavell, University
of Dundee, UK |
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|
Other project
participants
|
Søren
Rasmussen, Copenhagen University, Denmark
Alan Schulman, University
of Helsinki, Finland
Klaus Pillen, University
of Halle, Germany
Andreas Graner, Leibniz
Institute of Plant Genetics and
Crop Plant
Research (IPK), Germany
Luigi Cattivelli, Experimental Institute
for Cereal Research,
Italy
Joanne Russell, Scottisch
Crop Research Institute, United Kingdom
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| Funding |
Danish Agency for Science, Technology
and Innovation (DASTI), Denmark |
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The Academy of Finland (AKA), Finland |
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The German Research Foundation (DFG), Germany |
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Ministry of Education, University
and Research (MIUR), Italy |
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Biotechnological and Biological Sciences
Research Council (BBSRC) and the Scottish Funding Council, United Kingdom |
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| Total granted budget |
€ 2,020,953 |
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|
| Abstract |
Crop plants have
evolved from their wild ancestors through domestication and selective
breeding over approximately the last 10 000 years. This process has
captured many useful gene alleles for breeders but, unfortunately,
many other potentially useful alleles have also been lost during this
process. There is therefore a need to identify and recruit new alleles
from the wild, including niche adaptation, stress tolerance and morphology
development for sustainable, environmentally benign crop production
in the face of climate change. The association genetics approach potentially
offers a powerful way to achieve this, by building upon extensive genomics
information and detailed phenotypic analysis. Unfortunately, whole
genome association mapping in wild samples requires hundreds of thousands
of gene-linked markers, owing to the low levels of linkage disequilibrium
in these populations. We are testing an experimental strategy to overcome
this problem, which exploits the fact that linkage disequilibrium decays
at dramatically different rates in different populations. Our approach
is using barley as a paradigm for investigating the effectiveness of
association mapping in identifying useful gene alleles from the wild.
Our second objective is to recruit these new useful gene alleles, into
advanced back-cross breeding programs derived from wide crosses between
wild barley (H. spontaneum) germplasm and elite cultivars. This will
allow us to determine the efficiencies of identification and extraction
of useful alleles in barley breeding programs based upon wide crosses.
Our third major project objective is to use the huge DNA and marker
data set obtained in the project to determine important population
genetic parameters for barley.
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| Progress |
Year
1 (2007-8)
The first phase of the EXBARDIV project involved the selection and
expansion of plant samples for our germplasm collections, namely the
Hordeum vulgare Cultivar Collection (HVCC), the Landrace Collection
(LRC), the Hordeum spontaneum Collection (HSC) and Advanced Backcross
Collections (ABC). Following extensive discussions, 451 candidate lines
were selected for the HVCC. Seed for these, obtained from germplasm
collections, breeders and our own resources, were grown over the summer
of 2007, before the project formally commenced (see Figure 1) in duplicate
locations to avoid accidental losses. For each line, seed was collected
from a single plant to ensure genetic purity. These seed samples were
grown in bulk plots in North Italy over the Winter-Spring to increase
stocks (Figure 2) and a small sample of each line was also grown in
the greenhouse in Scotland (Figure 3) to provide reference seed stocks
and DNAs for subsequent use in the project and for posterity. Some
lines were lost due to poor fertility and we expect the HVCC to be
finalised at roughly 400 lines, following the harvest in Italy in early
July 2008. DNAs for these lines were extracted in June 2008 and these
were analysed using 1536 gene-targetted Single Nucleotide Polymorphism
(SNP) molecular markers over the summer of 2008 (Figure 5).
|
Figure
1 The HVCC growing in Helsinki over the Summer
of 2007 |
For the LRC we were fortunate to have access to a well-studied population
of 480 lines carefully collected from multiple recorded locations
in Syria and Jordan. We received 100 pure seed per sample from our
generous external collaborator (Dr Stefania Grando, ICARDA), avoiding
the need for the first growth step. These seed have been treated
in exactly the same way as the HVCC (as described above) thereafter
(Figures 2 and 3).
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| Figure
2 The HVCC and LRC growing in plots in Fiorezuola,
Italy in the Spring 2008 |
For
the HSC we decided to concentrate on wild barley lines collected
from the ‘Fertile Crescent’ – the region where
barley was first domesticated from the wild by Neolithic early farmers
roughly 10 000 years ago. This region contains all the collection
sites for the LRC, allowing us to compare the genetic structure of
wild barley germplasm with the primitive cultivated material still
grown in the same area. We benefited from the generosity of two external
colleagues – Drs Brian Steffenson (University of Minnesota)
and Eyal Fridman (Hebrew University of Jerusalem), both of whom have
well-characterised collections of H. spontaneum. A total of 486 lines
distilled from these two collections were grown in Scotland in Spring
2008, to provide reference seed and DNA for the project (Figure 3). |
Figure
3 The HVCC, LRC and HSC growing in the greenhouse
in Invergowrie, Scotland, Spring 2008
|
The
ABC comprises the progeny of various crosses between wild barley
H. spontaneum and a cultivars (named Scarlett or Thuringia). ABC
lines contain relatively small regions of the genomes from wild
barley, superimposed upon the cultivated genome (Figure 4). The
idea is to search for useful new gene alleles from the wild to
enrich the cultivated germplasm. |
Figure
4 Testing ABC lines for their ability to grow under nitrogen starvation
conditions |
|
Year 2 (2008-9)
The HSC collection has been given a further round of single-seed
purification and amplification by selfed-growth in the greenhouse
during Spring-Summer
2009 by Partner Rasmussen (Denmark)
(wild barley has significant residual heterozygosity resulting from out-crossing
in the wild).
All HVCC and LRC single seed descent-purified seed
were subjected to field seed increase by Cattivelli - Italy in
bulk plots in Fiorenzuola
Italy during Winter 2007–Spring 2008. During this stage, basic
descriptive information (row type, heading date, thousand kernel
weight) were collected. After harvesting (July 2008), the HVCC was
finalised to 122 winter and 285 spring barley cultivars. For the
LRC, pure seed of the well-studied population of 480 lines collected
in Syria and Jordan received from ICARDA (see above) were directly
multiplied. All 480 LRC lines progressed successfully into the finalised
LRC.
HVCC and LRC samples (roughly 50g seed per sample) were distributed
by partner Cattivelli (Italy) to partners Flavell and Russell (UK),
Pillen (Germany) and Graner (Germany) for detailed phenotyping at
4 European
locations (Italy was also used). In Winter 2008 – Summer 2009 the
two collections of germplasm (HVCC and LRC) are under evaluation in multi-environment
field trials at these four locations (Figure 6). Phenology, yield and
yield related traits will be recorded during Summer 2009 on replicated
plots (~ 4 m2 for each genotype), and used for association analyses. |
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| Figure 5 High resolution SNP marker map for
a single chromosome scored in the HVCC |
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| Figure 6 Field trial plots of Winter (above) and Spring (below)
barleys in Italy, June 2009 |
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In separate experiments,
the complete HVCC Spring barley and LRC (Partners Schulman, Graner)
and LRC alone (Partners Flavell, Russell) collections are being scored
for resistance to Net Blotch (Pyrenophora teres teres; Schulman;
glasshouse), powdery mildew (Blumeria graminis; Graner; detached
leaf assay) and Rynchosporium (Flavell and Russell; field nursery
plot) respectively. For the latter the plants are at an early stage
of growth and no data are yet available. For powdery mildew 899 HVCC
and LRC genotypes have been screened so far. Two virulent isolates
of Blumeria graminins tritici were used for screening. All genotypes
were grown in the greenhouse in 96 well trays under optimal conditions.
Two week old seedlings were used for the detached leaf assay. The
second leaf of each individual was divided and the two halves were
exposed separately to the two fungal isolates. Two individuals of
each genotype were used. The genotypes that were resistant to both
isolates were screened again and in total 23% of the winter barley
cultivars, 58% of the spring cultivars and 14% of the barley landraces
were resistant to both isolates. Data generated for the powdery mildew
assay along with the genotypic data from ILLUMINA Golden Gate Assays
will be used in the near future for association studies. Associated
regions/candidate genes will be re-sequenced.
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In addition, 285 barley spring cultivars have been
evaluated for their tolerance to frost by Partner Cattivelli (Italy)
in the glasshouse. For each accession, 8 first-leaf stage plants
have been cold acclimated for 4 weeks (3°C, 8 h light and 2°C,
16 h dark), then exposed to two different freezing conditions (-12°C
and -10°C) for 10 h. To evaluate the effect of freezing on the
functionality of the Photosystem II (PSII) reaction centers, the
maximum quantum yield of the PSII photochemistry has been measured
by the ratio of variable (Fv) to maximal (Fm) fluorescence in a dark-adapted
state (Fv/Fm), using a Pulse Amplitude-Modulated fluorometer, after
a 24 h recovery time. Lastly, phenotypic measurements are ongoing
for the HSC plants by Partner 6. 3 plants of each HSC line are being
grown in a randomized grid in the glasshouse, which will be scored
and tested for relevant phenotype characters during Summer 2009.
|
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| Figure 7 Principal coordinate analysis of genetic population structure
of the HVCC |
After promising associations are identified by marker-trait
comparative analysis the next step will be to re-sequence alleles
for candidate genes showing high levels of association with the phenotyped
traits. To this end, Partners Flavell and Schulman are working on
parallel new methods to achieve this eficiently. Partner Flavell
has developed a novel PCR approach for tagging genomic DNA before
amplification of individual amplicon segments from pooled samples.
Partner Schulman has been establishing a “fishing” protocol
for isolation of regions of interest by hybridization and their subsequent
amplification in emulsion PCR. P4 has also been involved in annotation
of the Brachypodium distachyon genome, which will aid in intentification
of candidate genes in mapping intervals. These method will be tested
against each other and against array capture approaches in 2009.
The optimal approach will then be used for the EXBARDIV Project
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Association analysis using a H. spontaneum introgression
library of cultivated barley:
Thirty-nine introgression lines (S42ILs) were developed previously by marker-assisted
selection of BC3S4 lines from the original cross of the spring barley cultivar ‘Scarlett’ and
the H. spontaneum accession ISR42-8 (Schmalenbach et al. 2008). The ILs contain
single relatively small regions of the wild barley genome within the genetic
background of the cultivated barley genome. The idea is to search for useful
new exotic alleles in the S42IL library to enrich the cultivated germplasm.
This task involves Partner Pillen (Germany) exclusively.
Currently, the introgression lines are growing under glass house
conditions with two levels of nitrogen fertilization. The recurrent
parent ‘Scarlett’ is used as a control. We expect to
identify N efficiency responsible quantitative trait loci (QTLs)
by the mixed model ANOVA statistical approach. Exotic QTL alleles,
improving N efficiency under high or low N fertilization, will be
located by Dunnett tests.
Development of a barley meta population by advanced backcrossing
Fifty different H. spontaneum lines from the Fertile Crescent were crossed
with the European cultivar ‘Barke’. The F1s were backcrossed
to produce BC1s. ‘Barke’ was always used as the recurrent parent.
Currently, additional BC1 and BC2 backcrosses plus selfings are being conducted
in order to produce 10-50 sub-populations which will be used in consecutive
projects for wild barley allele mining studies. This task involves Partner
Pillen (Germany) exclusively. |


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| Figure 8 Linkage disequilibrium (LD) analysis of a barley chromosome
based on the HVCC (top) and HSC (bottom). Regions in high LD are red
and low LD areas are blue. |
Population genetic analysis of the HSC and LRC barley
germplasm collections
The Illumina SNP data have begun to be analysed by the EXBARDIV consortium (Figures
7-8). The population structure inferred from the marker data (Figure 7) shows
very clear discrimination among the various types of barley grown across Europe
(winter-spring; 2 row-6 row). Linkage disequilibrium estimations (Figure 8) are
in broad agreement with our expectations (see abstract above). Comparison between
Illumina data obtained from 31 LRC lines obtained in 1998 and new lots of the
same lines obtained from Dr Grando in 2007 show that 21 of the pairs are identical
but 10 are different (some to a major extent). This raises the possibility that
the genetic identity of the LRC has not been preserved since its establishment – which
undermines the value of its associated geographical information. This is not
a problem for the association analysis however as the plants used for DNA preparations
were exactly the same as those used for seed increase. Further genotyping experiments
are under way to resolve this uncertainty. |
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