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Gene discovery
and its applications in rice
     Mathias Lorieux (IRD/CIAT)
        Rice 2010 Conference
           September 2010
Plan

1. Using O. sativa related species to discover genes of
       g                    p                  g
   importance
   - Oryza sativa x O. glaberrima introgressions
   - Wild species
2. Sterility genes and interspecific bridges
3. Gene discovery resources: mutant libraries and NAM
                   y
   populations; software
4. Applying gene discovery to selection: RHBV
5. Planned applications of new genomic tools
1. Using O. sativa related species
         to discover genes of importance

•   Domestication allelic b   bottleneck
•   Wild species still have the “lost” alleles
•   Many traits of agronomical interest
•   Several examples of successful introgression
•   Transgressive effects
         g
The A genome species of rice
        g       p




                                        O. sativa japonica
                  O. glaberrima O. sativa indica
                    O.
                    O barthii         O.
                                      O rufipogon
O. glumaepatula
                       O. longistaminata

                                                O.
                                                O meridionalis
The triple domestication of rice
                p


                                            japonica
                                               j



O. glaberrima              indica
                             i
Chromosome Segment Substitution Lines

• CSSLs are specially useful for assessment of wild alleles
             p      y
    – bypass sterility barriers
    – allow easier wild/cultivated phenotypic comparison
• Q i k & easy l li i of genes/QTLs for traits
  Quick         localization f     /QTL f  i
  of interest
• Introduction in breeding programs
                           gp g
• Fixed lines
• Derive NILs
Caiapo (japonica) x MG12 (IRGC103544)




312 lines scanned with 125 well distributed SSRs
   59 BC3DH lines cover the O. glaberrima genome
Residual background 3422 BC4F2 lines CSSLs         C.P. Martinez
Mapping of a major resistance gene
    to Rice stripe necrosis virus




                  Gutierrez et al, BMC Plant Biol. 2010
Yield components




         Gutierrez et al, BMC Plant Biol. 2010
Striga resistance




Collab. J. Scholes, Sheffield                   Boisnard et al, 2010
A widely used population
Trait                  Partner              Name
Striga resistance      U. Sheffield         J. Scholes
Drought t l
D    ht tolerance      AfricaRice, Embrapa, B M
                       Af i Ri E b p        B. Mannehh
                       Fedearroz            C. Guimaraes
                                            M. Diago
Osmotic adjustment     IVIC                 T. Ghneim

Panicle architecture   Cornell, CIAT        S. McCouch
Root development       Cirad                N. Ahmadi
Agronomic traits
A      i     i         CIAT, ICAR,
                       CIAT ICAR            C.P. M i
                                            C P Martinez
                       CIMMYT-India         R. Gupta
Bacterial blight R     IRD - RPB            V. Verdier
Nematode resistance    IRD - RPB            G.
                                            G Reversat
                                            S. Bellafiore
Breeding (recurrent)   Cirad                M. Châtel
Bradyrhizobium
    y z                LSTM-IRD             B. Dreyfus
                                                  y
Iron toxicity          U. Louvain           P. Bertin
Nitrogen UE            CIAT                 J. Rane
IR64 (indica) x TOG5681




BC3F3 and BC2F4 population. Genotyping of 363 lines with 143 SSRs selected from the Core
Map. 61 lines covering 95% O. glaberrima genome. Two gaps on Chr. 4 and 10
Performance of ILs under drought




B. Manneh
(AfricaRice)
Cultivated x wild CSSLs
• Curinga x O. meridionalis acc. W2112/OR44              Laura Moreno – CIAT
• Curinga x O. barthii acc. IRGC101937        Mamadou Cissoko – AfricaRice
• Curinga x O. rufipogon acc. IRGC105491        J. David Arbelaez – Fedearroz
• Curinga x O. glumaepatula acc. GEN1233             Priscila Rangel – CNPAF
                                  Capacity builing at Cornell Uty (S.
                                  McCouch)
• Same genetic background: Acc. Curinga, tropical japonica elite line
• Same SSR genetic map (Universal Core Genetic Map)

• BC1F1s genetic map; selection of target chr. Segments             Fedearroz
• BC2F1s 600 plants / pop. produced;
  foreground check; background check
• BC3F1
  BC3F1s f  foreground check
                      d h k
• BC3DH/F3 & BC4F1s
• BC4F2/3

•BAC libraries & RefSeq (Rod Wing, AGI)
                                    Curinga x O. meridionalis BC3DH introgression lines
Tool: Universal Core Genetic Map
O. meridionalis O. rufipogon O. barthii   O. glumaepatula




                                                            85 - 91% polymorphism




                                                                 Orjuela et al, TAG 2010
2. Genetic bases of the interspecific sterility

       RM190
 0,9
 09
       RM19349
 0,8
       RM19350
 0,8
       RM19353


 3,5


       RM19357
 0,9
 0,0   RM19361
 0,0   RM5199
 0,8   RM19363
 0,8   RM19367
 0,0   RM19369
 0,8   Os05260Int
       RM19377


 5,1

                    • Maternal allelic transmission depends on
 0,9
       RM_S1_34
       CG14 38E01
                      recombination around S1
 2,0
       RM19391
                    • Epistatic interaction between the three loci
                      (BDM model)
 0,9
 0,0   RM19398
 0,8   RM3805
 0,8   RM19414

                    • Sequencing of the region   2 candidate genes
       RM19420
 0,8
 08
       RM204




                                           Garavito et al, Genetics 2010
Duplications at the S1A locus
Links
         Application: Opening the African rice diversity

        The O. sativa x O. glaberrima sterility barrier hampers full use of
        interspecific lines in breeding programs

    • Although O. sativa x O. glaberrima introgression lines (like
      CSSLs) can be fertile, they generally produce
                     fertile
      +/- sterile hybrids with O. sativa

    • Sterility hampers full use of African rice for breeding

           interspecific bridges
iBridges: specifications

• Lines with significant content of donor (O. glaberrima) genome
• iBridges x O. sativa F1 hybrids are fertile (sativa-homozygous for S1)
      direct use in breeding schemes (either MAS or classical; MARS)




• From many donor accessions broad access to the diversity available in
  donor/wild species for plant breeding
• A Generation Challenge Program competitive grant (starting July 2007)
                      g     g       p        g     (       gJ y       )
   A. Ghesquière & M. Lorieux (IRD-LGDP/CIAT), D. Galbraith (AGI - Tucson), J. Tohme &
   C. P. Martinez (CIAT), M-N Ndjiondjop (AfricaRice) + selected NARs and Uties from Africa, Asia
   and South America
iBridges development scheme


                                               25-30 accessions
   3 O. sativa accessions             X
                                               of O. glaberrima

                                  F1 Hybrids
                                      yb ds



         Backcross
• SAM for S1s allele (5%)
• Selection for fertility (50%)


       BILs (BC1F4)
• SSR – SNP genotyping
• Evaluation for traits of interest
                                               Selection for S1s leads to significant
                                               increase of plant fertility
What the iBridges will offer

• 25 pools of fertile BC1F3-4 lines, compatible to O. sativa
                       40% of the lines are fertile vs < 5%!
• A DNA microarray capable of revealing O. sativa x O. glaberrima
  polymorphisms (high throughput, high resolution genome scanning)
• G ti markers around the S1 sterility gene
  Genetic     k          d th      t ilit
      allow to screen quickly interspecific lines for the presence
      of O. sativa compatible allele of S1
• A well-described technology for developing additional iBridges between
    well described
  O. sativa and its other AA-genome (wild) relatives, to provide a broad
  access of the genetic diversity in the AA species complex
• A physical map of the O sativa x O glaberrima sterility “genes”
                          O.         O.                    genes
       allow to develop even more efficient strategies for future selection of materials


   The approach could improve significantly the access to and
   the use of the genetic diversity available in African rice
3. Genomic resources for gene discovery
                             g            y

• T-DNA and Tos17 mutants
• Nested Association Mapping
   Massive gene discovery platform
   New Generation Sequencing technologies will make these
resources even more valuable
Gene discovery: T-DNA mutants
Gene2traits search
Gene2traits search
Gene2traits search
Gene discovery:
Nested Association Mapping (NAM)
Tools: Software for genetics
       mapdisto.free.fr
4. Applying gene discovery to selection
• Marker-Assisted Selection can fasten (not always) the breeding
  process
• Particulary valuable for traits that are difficult or expensive or
  time-consuming to evaluate
• N used i routine by private companies
  Now      d in    ti b       i t             i
• Example: Rice hoja blanca virus (MADR, Fedearroz) (2007-2011)
RHBV resistance QTLs
                        Q                  MADR

                  Fedearroz 2000 x WC366

Chr 4




Chr 5
RHBV incidence vs QTL presence



                      45

                      40

                      35                                                         AA_Fedearroz 2000
      EDIO VHBA




                      30

                      25
% PROME




                                                                                 AB_Heterocigoto
                       20

                       15

                       10                                                        BB_WC366

                           5

                           0

                                 RM518
                                          RM16368
                                                          RM16416
                  El efecto fenotípico significativo es una característica de importancia en
                                  el mejoramiento asistido por marcadores
                                             LOCUS
Introgression of resistance genes in elite lines


  Desarrollo d marcadores
  D      ll de         d               Mapeo Fino: evaluación
 asociados con la resistencia            en invernadero y
                                          genotipificación


 Introgresión de QTLs y uso           Definición de un marcador
   de SNPs : evaluación en             específico para el gen de
  campo y genotipificación
                ti ifi ió                     resistencia
                                                 it i


 Comparación de la nueva               Evaluación con el nuevo
 metodología con el método             marcador sin evaluación
          clásico                            fenotípica

    Identificación y optimización de una metodología optimizada
                     para la selección por RHBV
5. New genomic tools: How we will use them
        g

• SNP platform (
      p        (Constanza Quintero)
                          Q       )
   – Genetic diversity
   – Genetic mapping (Genes, QTLs)
   – MAB MAS MARS
     MAB, MAS,
• High throughput NGS-based SNP technologies
   – 1,000s of samples x 10,000s-100,000s of SNPs
   – Decipher genetic bases of interspecific sterility using advanced
     backcross lines
   – Fine mapping and cloning of Q
             pp g             g QTLs
   – NAM
• Bioinformatics (key)
                              Platform for MAS
Diversity of LAC germplasm
Graphical genotypes versus Indica
Graphical genotypes versus Tropical Japonica
Expected Indica x Japonica genetic map
       (
       (IR64 x Azucena, NAM)
                       ,      )
Marker-Assisted Recurrent Selection and Genomic Selection

        Rice Association Analysis Initiative                            Upland Rice Breeding           Cécile Grenier
                Association Panels                                      Synthetic Populations
            Temperate                Tropical
                p
             Japonica                   p
                                     Japonica
                                                          PCT-4A           PCT-4B          PCT-4C      PCT‐11
                          Nucleus
               (200)     Oryza SNP     (200)
                            (24)

                          Indicas
                           (200)



Agronomic traits
Evaluation under                                           Agronomic traits
drought (leaf T°, WUE)                                     Evaluation under                  Leaf T°
Root traits                                                drought (leaf T°, WUE)           Agronomy
Diseases (blast)                                           Diseases (blast)                 Diseases


                 Tropical Japonica                                         SPn                                SPn+1
                 AP(200), low LD                600,000
                                                                   (400), medium LD                    (400), medium LD
                                                                                         3000                               3000
              Association mapping                SNP                                     SNP                                SNP
              Pan genomic
              Pan-genomic approach


                        Genomic                       Validation on                 Genomic                 Validation on
                        estimated                      phenotypic                   estimated                phenotypic
                        breeding
                        br din                          breeding                    breeding
                                                                                    br din                    breeding
                          values                          values                      values                    values


                                     MARS & GS                                                  MARS & GS
Gene discovery application_rice

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Gene discovery application_rice

  • 1. Gene discovery and its applications in rice Mathias Lorieux (IRD/CIAT) Rice 2010 Conference September 2010
  • 2. Plan 1. Using O. sativa related species to discover genes of g p g importance - Oryza sativa x O. glaberrima introgressions - Wild species 2. Sterility genes and interspecific bridges 3. Gene discovery resources: mutant libraries and NAM y populations; software 4. Applying gene discovery to selection: RHBV 5. Planned applications of new genomic tools
  • 3. 1. Using O. sativa related species to discover genes of importance • Domestication allelic b bottleneck • Wild species still have the “lost” alleles • Many traits of agronomical interest • Several examples of successful introgression • Transgressive effects g
  • 4. The A genome species of rice g p O. sativa japonica O. glaberrima O. sativa indica O. O barthii O. O rufipogon O. glumaepatula O. longistaminata O. O meridionalis
  • 5. The triple domestication of rice p japonica j O. glaberrima indica i
  • 6. Chromosome Segment Substitution Lines • CSSLs are specially useful for assessment of wild alleles p y – bypass sterility barriers – allow easier wild/cultivated phenotypic comparison • Q i k & easy l li i of genes/QTLs for traits Quick localization f /QTL f i of interest • Introduction in breeding programs gp g • Fixed lines • Derive NILs
  • 7. Caiapo (japonica) x MG12 (IRGC103544) 312 lines scanned with 125 well distributed SSRs 59 BC3DH lines cover the O. glaberrima genome Residual background 3422 BC4F2 lines CSSLs C.P. Martinez
  • 8. Mapping of a major resistance gene to Rice stripe necrosis virus Gutierrez et al, BMC Plant Biol. 2010
  • 9. Yield components Gutierrez et al, BMC Plant Biol. 2010
  • 10. Striga resistance Collab. J. Scholes, Sheffield Boisnard et al, 2010
  • 11. A widely used population Trait Partner Name Striga resistance U. Sheffield J. Scholes Drought t l D ht tolerance AfricaRice, Embrapa, B M Af i Ri E b p B. Mannehh Fedearroz C. Guimaraes M. Diago Osmotic adjustment IVIC T. Ghneim Panicle architecture Cornell, CIAT S. McCouch Root development Cirad N. Ahmadi Agronomic traits A i i CIAT, ICAR, CIAT ICAR C.P. M i C P Martinez CIMMYT-India R. Gupta Bacterial blight R IRD - RPB V. Verdier Nematode resistance IRD - RPB G. G Reversat S. Bellafiore Breeding (recurrent) Cirad M. Châtel Bradyrhizobium y z LSTM-IRD B. Dreyfus y Iron toxicity U. Louvain P. Bertin Nitrogen UE CIAT J. Rane
  • 12. IR64 (indica) x TOG5681 BC3F3 and BC2F4 population. Genotyping of 363 lines with 143 SSRs selected from the Core Map. 61 lines covering 95% O. glaberrima genome. Two gaps on Chr. 4 and 10
  • 13. Performance of ILs under drought B. Manneh (AfricaRice)
  • 14. Cultivated x wild CSSLs • Curinga x O. meridionalis acc. W2112/OR44 Laura Moreno – CIAT • Curinga x O. barthii acc. IRGC101937 Mamadou Cissoko – AfricaRice • Curinga x O. rufipogon acc. IRGC105491 J. David Arbelaez – Fedearroz • Curinga x O. glumaepatula acc. GEN1233 Priscila Rangel – CNPAF Capacity builing at Cornell Uty (S. McCouch) • Same genetic background: Acc. Curinga, tropical japonica elite line • Same SSR genetic map (Universal Core Genetic Map) • BC1F1s genetic map; selection of target chr. Segments Fedearroz • BC2F1s 600 plants / pop. produced; foreground check; background check • BC3F1 BC3F1s f foreground check d h k • BC3DH/F3 & BC4F1s • BC4F2/3 •BAC libraries & RefSeq (Rod Wing, AGI) Curinga x O. meridionalis BC3DH introgression lines
  • 15. Tool: Universal Core Genetic Map O. meridionalis O. rufipogon O. barthii O. glumaepatula 85 - 91% polymorphism Orjuela et al, TAG 2010
  • 16. 2. Genetic bases of the interspecific sterility RM190 0,9 09 RM19349 0,8 RM19350 0,8 RM19353 3,5 RM19357 0,9 0,0 RM19361 0,0 RM5199 0,8 RM19363 0,8 RM19367 0,0 RM19369 0,8 Os05260Int RM19377 5,1 • Maternal allelic transmission depends on 0,9 RM_S1_34 CG14 38E01 recombination around S1 2,0 RM19391 • Epistatic interaction between the three loci (BDM model) 0,9 0,0 RM19398 0,8 RM3805 0,8 RM19414 • Sequencing of the region 2 candidate genes RM19420 0,8 08 RM204 Garavito et al, Genetics 2010
  • 17. Duplications at the S1A locus
  • 18. Links Application: Opening the African rice diversity The O. sativa x O. glaberrima sterility barrier hampers full use of interspecific lines in breeding programs • Although O. sativa x O. glaberrima introgression lines (like CSSLs) can be fertile, they generally produce fertile +/- sterile hybrids with O. sativa • Sterility hampers full use of African rice for breeding interspecific bridges
  • 19. iBridges: specifications • Lines with significant content of donor (O. glaberrima) genome • iBridges x O. sativa F1 hybrids are fertile (sativa-homozygous for S1) direct use in breeding schemes (either MAS or classical; MARS) • From many donor accessions broad access to the diversity available in donor/wild species for plant breeding • A Generation Challenge Program competitive grant (starting July 2007) g g p g ( gJ y ) A. Ghesquière & M. Lorieux (IRD-LGDP/CIAT), D. Galbraith (AGI - Tucson), J. Tohme & C. P. Martinez (CIAT), M-N Ndjiondjop (AfricaRice) + selected NARs and Uties from Africa, Asia and South America
  • 20. iBridges development scheme 25-30 accessions 3 O. sativa accessions X of O. glaberrima F1 Hybrids yb ds Backcross • SAM for S1s allele (5%) • Selection for fertility (50%) BILs (BC1F4) • SSR – SNP genotyping • Evaluation for traits of interest Selection for S1s leads to significant increase of plant fertility
  • 21. What the iBridges will offer • 25 pools of fertile BC1F3-4 lines, compatible to O. sativa 40% of the lines are fertile vs < 5%! • A DNA microarray capable of revealing O. sativa x O. glaberrima polymorphisms (high throughput, high resolution genome scanning) • G ti markers around the S1 sterility gene Genetic k d th t ilit allow to screen quickly interspecific lines for the presence of O. sativa compatible allele of S1 • A well-described technology for developing additional iBridges between well described O. sativa and its other AA-genome (wild) relatives, to provide a broad access of the genetic diversity in the AA species complex • A physical map of the O sativa x O glaberrima sterility “genes” O. O. genes allow to develop even more efficient strategies for future selection of materials The approach could improve significantly the access to and the use of the genetic diversity available in African rice
  • 22. 3. Genomic resources for gene discovery g y • T-DNA and Tos17 mutants • Nested Association Mapping Massive gene discovery platform New Generation Sequencing technologies will make these resources even more valuable
  • 28. Tools: Software for genetics mapdisto.free.fr
  • 29. 4. Applying gene discovery to selection • Marker-Assisted Selection can fasten (not always) the breeding process • Particulary valuable for traits that are difficult or expensive or time-consuming to evaluate • N used i routine by private companies Now d in ti b i t i • Example: Rice hoja blanca virus (MADR, Fedearroz) (2007-2011)
  • 30. RHBV resistance QTLs Q MADR Fedearroz 2000 x WC366 Chr 4 Chr 5
  • 31. RHBV incidence vs QTL presence 45 40 35 AA_Fedearroz 2000 EDIO VHBA 30 25 % PROME AB_Heterocigoto 20 15 10 BB_WC366 5 0 RM518 RM16368 RM16416 El efecto fenotípico significativo es una característica de importancia en el mejoramiento asistido por marcadores LOCUS
  • 32. Introgression of resistance genes in elite lines Desarrollo d marcadores D ll de d Mapeo Fino: evaluación asociados con la resistencia en invernadero y genotipificación Introgresión de QTLs y uso Definición de un marcador de SNPs : evaluación en específico para el gen de campo y genotipificación ti ifi ió resistencia it i Comparación de la nueva Evaluación con el nuevo metodología con el método marcador sin evaluación clásico fenotípica Identificación y optimización de una metodología optimizada para la selección por RHBV
  • 33. 5. New genomic tools: How we will use them g • SNP platform ( p (Constanza Quintero) Q ) – Genetic diversity – Genetic mapping (Genes, QTLs) – MAB MAS MARS MAB, MAS, • High throughput NGS-based SNP technologies – 1,000s of samples x 10,000s-100,000s of SNPs – Decipher genetic bases of interspecific sterility using advanced backcross lines – Fine mapping and cloning of Q pp g g QTLs – NAM • Bioinformatics (key) Platform for MAS
  • 34. Diversity of LAC germplasm
  • 36. Graphical genotypes versus Tropical Japonica
  • 37. Expected Indica x Japonica genetic map ( (IR64 x Azucena, NAM) , )
  • 38. Marker-Assisted Recurrent Selection and Genomic Selection Rice Association Analysis Initiative Upland Rice Breeding Cécile Grenier Association Panels Synthetic Populations Temperate Tropical p Japonica p Japonica PCT-4A PCT-4B PCT-4C PCT‐11 Nucleus (200) Oryza SNP (200) (24) Indicas (200) Agronomic traits Evaluation under Agronomic traits drought (leaf T°, WUE) Evaluation under Leaf T° Root traits drought (leaf T°, WUE) Agronomy Diseases (blast) Diseases (blast) Diseases Tropical Japonica SPn SPn+1 AP(200), low LD 600,000 (400), medium LD (400), medium LD 3000 3000 Association mapping SNP SNP SNP Pan genomic Pan-genomic approach Genomic Validation on Genomic Validation on estimated phenotypic estimated phenotypic breeding br din breeding breeding br din breeding values values values values MARS & GS MARS & GS