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MAGIC Rice Multi-parent Advanced Generation Inter-Cross
• Status of Different MAGIC Populations • GWAS using Phenotypic and Genotypic data • Multi-Environment Trials (MET) • Seed Requests/Distribution • Future Work
http://www.ricediversity.org/garrisfigure/
80% rice produced
20% rice produced
Major Types of Rice
Bandillo et al. 2013. RICE
Status of Different MAGIC Populations WS2013 Multi-Parent Population History Breeding
Lines Generation Breeding Method(s) Remarks
Indica MAGIC Intercrossing of 8 Indica founder lines
1, 831 S8 Single Seed Descent Reserved seeds to maintain purity of Indica MAGIC AILs
1, 831 S6:8 Bulked Method Phenotypic evaluation and for sharing of Indica MAGIC AILs MAGIC Plus Two extra
rounds of intercrossing of Indica MAGIC
2,214 S6 Single Seed Descent Generation advancement to develop AILs 144 S6 Pedigree Selection Phenotypic evaluation and purification of lines
48 S6 Bulked Method Observational yield trial Japonica MAGIC
Intercrossing of 8 Japonica founder lines
400 S6 Single Seed Descent* SSD lines will be evaluated in Banaue, Philippines 400 S4:6 Bulked Method For evaluation in temperate environment; Bulked seeds were currently
planted in Korea and Taiwan
MAGIC Global Intercrossing of Indica MAGIC and Japonica MAGIC
1, 402 S5 Single Seed Descent Generation advancement to develop MAGIC Global AILs 325 S5 Single Seed Descent Individual plant selection based on phenotypic acceptability 975 S5 Single Seed Descent Pedigree selection of promising lines for purification
MAGIC Multi-Environment Trials (MET)
MET-1 400 S2:4 Bulked Method Selected based on yield and agronomic evaluation of Indica MAGIC; With 3 sites in the Philippines and 1 site in Tanzania; A set of 200 lines were sent to Senegal
MET-2 130 S2:4 Bulked Method Selected based on MET-1 yield and agornomc performance in 4 sites; Evaluated in 3 sites in the Philippines and 1 site in Vietnam
MET-2 130 S6:8 Bulked Method Comparable phenotypic evaluation to MET-2 S2:4 population MET-3 74 S2:4/S6:8 Combination of Pedigree
Selection and Bulked Method
Best selected transgressive segregant of MAGIC based on yield and phenotypic acceptability; Currently evaluated in 3 sites in the Philippines; Top 10% will be submitted to IRRI MET pipeline as a candidate variety for release
Doubled Haploid Lines
Anther culture of 80 F1s of MAGIC Plus
800 Fixed Overall regenerants For future evaluation
76 Fixed Per callus counting For phenotypic and yield evaluation
Red Pericarp
Tall and late flowering
Tall and early maturity
Bird resistant
Very early flowering Height and maturity differences
Wide leaves, delayed senescence
Densed grain
Red awned pericarp
Purple culm
Large bold grain Stained grain
http://www.maizegenetics.net/tassel
Genome-Wide Association (GWA) Mapping Genotyping-by-Sequencing (GBS)
• Biotic – Blast and bacterial blight •Abiotic – Salt tolerance, Submergence tolerance Salinity + Submergence
Phenotyping - 96 Indica MAGIC S1 lines at IRRI, Philippines
GWAS of MAGIC Plus S4 mapping bacterial blight resistance genes
Heins Zaw M.S. Thesis, 2013
Resistance to bacterial blight race PXO86
Resistance to bacterial blight race PXO61
Resistance to bacterial blight race PXO341
Salinity tolerance
indica MAGIC Indica MAGIC PLUS
17468172 – 19608153 P<10-9 2.14Mb
17902596 – 19608072 P<10-9 , 1.7Mb
MI
MP
• Mapping new resistance gene against brown spot disease
• Extra 2 rounds of crossing appears to reduce mapping interval
9
MAGIC PLUS Fine mapping of brown spot resistance on chr 12 Defining SNP haplotypes for susceptible and resistance lines
Associated markers within gene models
Trait Locus Chrom
No. of significant makers
associated with trait
p-value cut-off
Physical distance between the end
markers Submergence tolerance Sub1 9 16 5.43E-08 0.6 Mb Amylose content waxy 6 14 7.48E-09 0.58 Mb Grain length GS3 3 25 8.17E-05 6.7 Mb Grain width GW8 8 4 4.20E-05 0.8 Mb Gelatinization temperature SSIIa 6 19 6.07E-15 1.8 Mb Salt tolerance qSKC1 1 20 9.18E-04 3.0 Mb Resistance to BLB strain PXO86 xa5 5 3 7.21E-08 0.13 Mb Resistance to BLB strain PXO61 Xa4 11 8 9.62E-08 1.7 Mb
“Resolution” of applying GBS data to indica MAGIC populations
TANZANIA
VIETNAM
CHINA
CAMBODIA
SENEGAL
IRRI – Los Baños, Laguna
ILOILO
BUKIDNON
MAGIC Multi-Environment Trials (METs)
On-going Trials
Additional Target Sites
MYANMMAR
THAILAND
IR Number GY Mean GY Mean Rank
ASV Rank
YSI YSI Rank
IR 93342:35-B-15-11-B-B-B 3.81 7 9 16 1 IR 93334:57-B-25-23-B-B-B 3.58 21 6 27 2 IR 93330:50-B-21-10-B-B-B 3.84 6 23 29 3 IR 93342:13-B-20-13-B-B-B 3.69 12 17 29 4 IR 93346:1-B-13-7-B-B-B 3.99 2 37 39 5 IR 93335:55-B-9-12-B-B-B 3.50 31 13 44 6 IR 93330:6-B-21-8-B-B-B 3.48 36 8 44 7 IR 93337:37-B-15-15-B-B-B 3.62 16 30 46 8 IR 93336:57-B-24-17-B-B-B 3.53 27 19 46 9 IR 93353:4-B-21-17-B-B-B 3.57 22 26 48 10 IR 93339:41-B-10-14-B-B-B 3.56 23 25 48 11 IR 93334:55-B-16-20-B-B-B 3.53 26 22 48 12 IR 93343:1-B-6-3-B-B-B 3.44 43 5 48 13 IR 93337:43-B-9-5-B-B-B 3.93 4 47 51 14 IR 93336:46-B-6-18-B-B-B 3.45 41 11 52 15 IR 93329:17-B-16-5-B-B-B 3.38 51 4 55 16 IR 93342:28-B-24-10-B-B-B 3.91 5 51 56 17 IR 93342:27-B-23-2-B-B-B 3.50 32 24 56 18 IR 93329:11-B-18-22-B-B-B 3.45 42 15 57 19 IR 93354:6-B-6-22-B-B-B 3.61 18 40 58 20
Ranking of entries based on AMMI stability value (ASV) and Yield Stability Index (YSI)
y = -74.262x + 469.76R² = 0.433
Correlation=- 0.65
0
50
100
150
200
250
300
3.00 3.50 4.00 4.50 5.00 5.50 6.00
Yiel
d St
abili
ty In
dex
(YSI
)
Grain Yield (GY) Mean
Relationship Between GY Mean and YSI
Outputs and Uses of MAGIC populations as of 2013
Methodologies and new knowledge • Practical guide to produce
MAGIC —being used to create additional MAGIC populations (heat tolerance, biotic stress)
• Workflow for applying GWAS mpMAP, Flapjack--using GBS and phenotype data
• QTL for new traits (e.g. resistance to brown spot)
Available Recombined populations • Indica MAGIC S6:8 population,
~1,800 lines • Japonica MAGIC (S6), 400
lines • Indica selections from Multi-
Environment Trials, 130 lines • Global MAGIC (Indica x
japonica). >1500 S6 lines in 2014
• 20 lines with high Yield Stability Index (YSI)
Summary and Future Work
Phenotyping , QTL mapping Genetic basis of transgressive
segregation Recombination questions: LD decay, recombination
breakpoint, Genome interactions and
epistasis,
Sequenced (GBS) MAGIC populations
Multi-Environment Trials to evaluate GxE Identify transgressive segregations for new (or enhanced) traits Distribute to breeding programs
Breeding
Genetics
Activated, “rapid response genetic resources”
• Sequenced breeding populations with predictive power on gene-phenotype relationships (e.g., MAGIC, NAM)
• Elite gene pools (in silico) that can be readily evaluated for new traits
As an example: Bacterial leaf streak disease
MAGIC lines segregating for resistance and susceptibility
Susceptible Resistance
The MAGIC Team
Nonoy Bandillo Rea Muyco Ma. AnnaSevilla Irish Lobina Cesar Caspillo
Hein Zaw Rashid Ebna Syod
Vernie Carandang
Alex Olivo
Graduate Students: Mae Rose Maoirat Maricel Corpuz Portaje Gianne Ian Mari Reaño
Monaliza Jubay
Edilberto Redoña Glenn Gregorio Chitra Raghavan Mike Thomson RK Singh Emma Huang, CSIRO
MAGIC Nursery 2013 WS
MAGIC Global
Indica MAGIC
MAGIC MET- 3 at IRRI
MAGIC Plus Thank you