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ACW Changins, Switzerland28 April - 1 May 2013p y
Advances in BiotecAdvances in Biotec‐‐ and Markerand Marker‐‐Assisted Assisted Breeding of Oilseed Rape (Breeding of Oilseed Rape (BrassicaBrassica napusnapus))Breeding of Oilseed Rape (Breeding of Oilseed Rape (BrassicaBrassica napusnapus))
Wolfgang FriedtDepartment of Plant Breeding, Justus‐Liebig‐University Giessen
HybridHybrid breedingbreeding schemescheme forfor rapeseedrapeseedSterile female
Hybrid Hybrid breedingbreeding schemescheme forfor rapeseedrapeseedSterile female+ Maintainer
Ms pool
Restorer lineRf-Pool
Test crossesInbred lines Inbred lines
GCASCA
Experimental
Ms line Rf lineSCA
hybrids
Source: NPZ Lembke
Hybrid cultivar
CreatingCreating diversitydiversity: Natural : Natural allopolyploidsallopolyploids bybyh b idi ih b idi i dd i ii i ii B iB ihybridizationhybridization andand speciationspeciation in in BrassicaceaeBrassicaceae
Ethiopean m stard Indian m stardEthiopean mustard Indian mustard
Oilseed rape
Doubled haploids of novel trigenomic BrassicaDoubled haploids of novel trigenomic Brassicaderived from various interspecific crosses
X. X. Geng et al. (2013) Plant Cell Tiss Organ Culture
unique interspecific crosses:
• Brassica rapa (genome AA) x B. carinata (BBCC)
• B nigra (BB) x B napus (AACC)B. nigra (BB) x B. napus (AACC),
• complex cross between B. juncea (AABB), B. napus and B. i t l ti l t bl h b (2 54)carinata, relatively stable chromosome number (2n=54)
PloidyPloidy level in microsporelevel in microspore‐‐derived plants derived plants by flow by flow cytometrycytometry based on DNA content of controls with based on DNA content of controls with known DNA content. known DNA content. Plants were classified as Plants were classified as hexaploidhexaploid (6x), (6x), triploid (3x) mixed, or unknown, and doubling frequency (%) is the triploid (3x) mixed, or unknown, and doubling frequency (%) is the proportion of proportion of hexaploidshexaploids in the totalin the total (Geng X.X. et al. 2013)(Geng X.X. et al. 2013)
Hybrid code
Hexa‐ploid
Triploid Mixed Un‐known
Total Doubling frequencycode ploid known frequency
(%)
H08 1 23 16 4 11 54 42 6H08‐1 23 16 4 11 54 42.6H11‐2 370 298 6 19 693 53.4H16‐1 241 185 3 7 436 55.3H24‐1 21 19 2 14 56 37.5
BroadeningBroadening geneticgenetic variationvariation via via „„ResynthesisResynthesis“ “ ofof rapeseedrapeseed
XXhttp://international.
t kf d
https://www.google.de/search?q=cabbage
B. oleracea2n=2x=18
B. rapa2n=2x=20
stockfood.com
BrassicaBrassica napusnapus2n=4x=382n=4x=38
WR
Extending Extending genetic genetic diversitydiversityRS diversity diversity in in BrassicaBrassica
RS
napusnapusSRSR
Principle coordinate analysis of 142 resynthesized lines and 57 B. napus L. genotypes of European and Asian origin. Symbols are for winter (circle), for spring‐type (square),
for Asian B. napus (triangle) and for resynthesized lines (filled diamond); Girke et al., GRACE (2012)
New New markermarker typestypes forfor highhigh‐‐throughputthroughput MASMASRFLP Restriction fragment length polymorphismRAPD Random amplification of polymorphic DNASSR Simple sequence repeats (microsatellite markers)AFLP Amplified fragment length polymorphismDArT Diversity arrays technologySNP Chips e.g. Infinium Bead Chips, Affymetrix GeneChips RAD Restriction site associated DNA
Single nucleotide polymorphism (SNP)
RAD Restriction-site associated DNAGBS Genotyping-By-Sequencing markers
DA T Bead
1st generation 2nd generation 3rd generation
RFLPSSR
DArTGeneChips RAD GBS
BeadArrays,
SNP Chips
RAPD AFLP TaqMan,KASP
4th generation
Hybridization of labeled probe
PCR-based,gel-based
Genotyping by
1st generation 2nd generation 3rd generation
1974 1990 1992 1995 2004 2008 2011Genotyping
by
2006Hybridization-based,
gel-basedPCR-based,
gel-free
2002
4th generation
labeled probe to size-separatedrestricted DNA
gel-based by hybridization
by sequencing
Library cloning(probe design from sequences required)
gel-based
Complex dataprocessing required
gel-free(fluorescence)
FromFrom QTL QTL mappingmapping toto markermarker‐‐assistedassistedl il i (MAS) i OSR(MAS) i OSR b dib di
Papers listed in Google Scholar: 10 April 2013. Note: Google Scholar indexes papers, not journals. It includes journal and conference papers theses and dissertations academic books pre prints abstracts technical reports and
selectionselection (MAS) in OSR (MAS) in OSR breedingbreeding
80007220/2
013
includes journal and conference papers, theses and dissertations, academic books, pre-prints, abstracts, technical reports and other scholarly literature from all broad areas of research and thus includes doubles and overestimates the relevant literature.
6000
7000
e Scho
lar 4 QTL
MASQTL and MAS
4000
5000
33703560
sin Goo
gle
2000
3000
14301180
767
1380
2410
1110rofp
apers
0
1000
Rice (O. sativa) Maize (Z. mays) Arabidopsis (A. Brassica Brassica napus
767
108530 346
80363 221
Num
be
Rice (O. sativa) Maize (Z. mays) Arabidopsis (A. thaliana)
Brassica Brassica napus (B. napus)
Species name in title / terms in text of articles
FromFrom QTL QTL mappingmapping toto markermarker‐‐assistedassisted
100
selectionselection (MAS) in OSR (MAS) in OSR breedingbreedingG b t bli h d QTL d
80
90 Gap between published QTL and marker-assisted selection studiesin breeding of OSR (like other crops)
50
60
70
of articles
Mapping and QTL software
LD, association mapping
30
40
50
Num
ber o B. napus QTL
B. napus MAS
packages released (CIM)
pp gapproachespublished,
TASSEL 2007
10
20
0 1980198119821983198419851986198719881989199019911992199319941995199619971998199920002001200220032004200520062007200820092010201120122013
YearNumbers of articles with the terms “Brassica napus” in title and “quantitative trait locus“ or
“quantitative trait loci” (QTL) and “marker-assisted selection” (MAS) or similar somewhere within the document (excluding citations) by years (1980–2013) from Google Scholar (9 April 2013).
SNP Discovery in Rapeseed: Pod ShatterSNP Discovery in Rapeseed: Pod Shatter--Resistant Associated SNPsResistant Associated SNPs
Genetic linkage map of chromosome
Resistant Associated SNPs Resistant Associated SNPs
Genetic linkage map of chromosome A09 from rapeseed.
The numerals in left column indicate the genetic distance [cM]. SNP or SSR
k i di t d i th i htmarker names are indicated in the right column. Psr1 indicates the QTL region of pod shatter-resistance *)of pod shatter resistance. )
*) genetic contribution rate 47%.
Hu Z et al. (2012) PLoS ONE 7(4): e34253.u et a ( 0 ) oS O ( ) e3 53
Major OSR Major OSR traitstraits forfor whichwhich molecularmolecular markersmarkersll dd bb (G )(G ) B dB dareare currentlycurrently usedused byby (German) (German) BreedersBreeders
Trait of interest Type of markerTrait of interest Type of marker
Genetic distance SSR, SNP, DArTCl fi ld® HT SNPClearfield® HT SNP
MSL hybrid system InDel, SNP, SSR
Ogu‐Rf hybrid system SNP, InDel, SSR
Dwarf growth type SNP
High oleic/Low linolenic SNP
Phoma resistance SSR InDelPhoma resistance SSR, InDel
Clubroot resistance SSR
Markers for quantitative traits to be used for MAS
QTL QTL mappingmapping ofof resistanceresistance toto fungalfungal diseasesdiseasesPathogen Brassica
speciesConsensus QTL(number of populations)
Leptosphaeria maculans(Phoma stem canker, blackleg)
B. napusB. napusB. napus
A7, A2, A10 (race‐specific)A4 (race non‐specific)A1 (4 of 5), A10 (3 of 5), C1 (2 of 4)blackleg) B. napus
B. napusA1 (4 of 5), A10 (3 of 5), C1 (2 of 4)A10
Plasmodiophora brassicae( l b )
B. rapaB
A1, A6, A8A2 A3(clubroot) B. rapa
B. napusB. oleracea
A2, A3A2, A3, A8, C3, C5, C3,C5
Albugo candida(white rust)
B. napusB. rapa
A2 (2 of 2)A4 (race non‐specific), A2 (race‐sp.)
S l ti i l ti B A3 (2 f 3)Sclerotinia sclerotiorum(Sclerotinia rot)
B. napusB. napusB. napus
A3 (2 of 3)C7 (3 of 3)C12 (2 of 3)
Verticillium longisporum(Verticillium disease)
B. napus C5, C4 (major QTL) A6, C8, C1 (minor QTL)
BreedingBreeding forfor resistanceresistance toto VerticilliumVerticillium longilongi‐‐dd kk d l td l tsporumsporum andand markermarker developmentdevelopment
1. Screening in B. rapa and B. oleracea for1. Screening in B. rapa and B. oleracea for Verticillium resistance
2. Creation of resynthesized B. napus (RS)WUR
y p ( )
3. Production of DH mapping populations (elite lines x RS lines)lines x RS lines)
4. Genetic mapping and analysis of resistance
5. Comparative QTL analysis: identification of common QTL
6. Development of new QTL-linked markers
7 Oil quality analysis of DH lines7. Oil quality analysis of DH lines
=> Obermeier C. et al., Poster
C
A A highhigh‐‐densitydensity mapmap applyingapplying GBS GBS markersmarkers
C1 C5
11 marker 56 marker 24 marker 55 marker
Express 617 x R53106 DH lines
=> Obermeier C. et al., Poster
C
QTL QTL mappingmapping ofof V. V. longisporumlongisporum resistanceresistance
C1 C5
QTL for V. longisporum
R2=13
g presistance
R 13-15% R2=20
- 30%
Express 617 x R53
11 marker 56 marker 24 marker 55 marker
p ess 6 53106 DH linesNormalized AUDPCfrom 3 experiments
C
Development Development ofof newnew markersmarkers forfor markermarker‐‐assistedassisted selectionselection
C1 C5Two QTL regions on
assistedassisted selectionselection
QTL for V. longisporum
R2=
R2=13.7%
R2=13
g presistance
R2=12.6%
R2=18 7%
R2=20- 30%
R 13-15%
R2=18.7%
Express 617 x R53
11 marker 56 marker 24 marker 55 marker
Express 617 x R53106 DH linesNormalized AUDPCfrom 3 experiments
Breeding technology pipeline from past to Breeding technology pipeline from past to present to futurepresent to futurepresent to futurepresent to future
Example: Verticillium longisporum resistance
Adapted from
Fernie &in oilseed rape? Fernie & Schauer
(2008)
Fernie AR, Schauer N (2008). Metabolomics-assisted breeding: a viable option for crop improvement? Trends in Genetics 25:39-48
Stress Stress tolerancetolerance andand yieldyield stabilitystabilitydue due toto strong strong rootroot systemsystem
• Better availability andacquisition of water andnutrients
• Stress (drought) and• Stress (drought) anddisease resistance (e.g. V ti illi ) b ttVerticillium), better cropstability
• Adequate yield (output) atlower input (fertilization, p ( ,pesticides, etc.)