SlideShare a Scribd company logo
INCORPORATION OF
    DOWNY MILDEW
RESISTANCE IN TARGETED
        MAIZE
  BREEDING/PARENTAL
        LINES

 HF Galvez, CB Pascual, AKB Malijan,
AO Canama,, RB Quilloy, PH Manguiat
Corn: Philippines’ most important
cereal crop next to rice
Without fungicide, downy mildew
severely affects corn production (80-
100% loss)
    Metalaxyl fungicide
    Pre-treatment of seed materials
Philippine downy mildew (PDM) in corn
is caused by Peronosclerospora
philippinensis Weston (Shaw)
C8                                   Metalaxyl fungicide and application
                  rga01_1


36.2                                              Human health/environment hazard
                  umc150
13.5
7.6
                   srga3
                  umc048
                                                  Additional expense or cost in production
2.9               asg52
1.6               1.6 umc1960   1.6 umc1141



                                                   Greatly affects seed viability
                  1.6 umc1728   1.6 umc1149
5.9
                                               
                  umc089
                  umc002
 9.9
                  umc012


31.0

                  phi014
                                                  PDM resistance reported
16.6
                  umc120
10.0
                  phi125                      Use of resistant varieties remains most
35.5


                  rga17_2
                                              effective and economical; resistance sources
       177.1 cM                               available
                                              DNA markers mapped in maize genome
                                              Chromosome locations of likely genes (QTL)
                                              for PDM resistance mapped in P345 x Pi23-
                                              maize population
Project Objectives
 To fine-map the chromosomal locations of likely genes
  (QTL) for DMR

    To validate the QTLs in multi-location disease
    screenings under natural infection of downy mildew

   To identify resistance gene orthologs and develop PCR-
    based DNA markers specific to the DMR genes

   To establish recombinant inbred line population with
    differential disease reaction to downy mildew

   To isolate and characterize the cDNA sequences of the
    DMR genes
Marker-assisted Purification of Maize Parent Lines

PDM Resistant Lines
                                  Morphological (rouging) then SSR
                                  marker purification
                                  SSR markers from each maize
    P345             Nei9008      chromosome

    Susceptible/Recipient         2 Cycles: bulk then individual plant
    Inbred Lines                  marker-assisted purification



        A line         D line


       E line          FG lines



                HJ lines
Fine mapping and validation of DMR-QTL

Validation of DMR-QTL

• Plant materials (Pi23 x P345)
   - BC1F1 - genotype data (AMBIONET, 2000)
   -BC1F3 - phenotype data (Isabela and Bukidnon)

• Method of QTL detection (QTL Cartographer software)
   - Single marker analysis
   - Composite interval mapping (CIM)
Establish genetic structure of RIL mapping population
                                        118 (Pi23 x P345) BC1F2 families
                                        Select 3-5 phenotypic variants
                                        (plants) per family
                                            Plant height/habit
                                            Leaf morphology
P345 (R) Parent       Pi23 (S) Parent       Tassel and silk color

                                        Bulk and de-bulk SSR analysis for
                                        genotype variants
                                            SSR markers from each maize
                                             chromosome
(Pi23 x P345) BC1F7 seed production
                                        215 (Pi23 x P345) BC1F3, then ear-to-
                                        row up to BC1F7
Multi-location disease evaluation for DMR

- Natural downy mildew (DM) infection with pre-infected
  spreader (sweet corn) plants
- % disease incidence (% plants infected/line)
-period of evaluation – 14, 21, 28, 35, 42 & 49 DAE

   • Ilagan, Isabela (DA-Isabela Experimental Station)
        -152 (Pi23xP345)BC1F3 lines
        - parents and sweet corn as susceptible check
   • Musuan, Bukidnon (Central Mindanao University)
        -197 BC1F3 lines
        - parents and sweet corn as susceptible check
Multi-location disease evaluation for DMR

- Final multi-locations trial
- 153 BC1F6 lines, parents and sweet corn

• Kabacan, North Cotabato (Univ. of Southern Mindanao)
   - use of reported virulent DM isolate (Carmen)

• Banga, South Cotabato (ACM Genetics)
   - collaboration with private seed producer
RESULTS

Comparative QTL - UPLB, Isabela and Bukidnon
using (Pi23xP345)BC1F3

  - Chromosome 8 (major QTL) – UPLB & Bukidnon
  - Chromosome 9 – Isabela only
  - Chromosome 1 – UPLB and Isabela
  - Chromosme 4 - UPLB only
Multilocation QTL analysis of corn RIL population (Pi23 x P345)BC1F6
Chrom. Trial site QTL          Flanking           QTL            LRb       Genetic Effects     R2(%)c
  No.  detected                marker             positiona             Additive   Dominance
   1        Isabela            rga01_2 –umc67     0.3054       15.93    -6.14          1.15    13.49

   2        Bukidnon           csu109-bnl8.44     0.2505       11.71    -9.47          0.53    14.90
            South Cotabato     csu54-umc055       1.1588       20.75    -0.06            -     23.59
   3        North Cotabato     umc121-phi36       0.0001       11.64    -5.48          0.03    8.92

   5        North Cotabato     phi91-phi116       2.3954       31.82    -9.87          0.08    29.86
            South Cotabato     bng1386 -          1.9283       16.21    0.057         61.25    20.4
                               umc104_1
   6        Los Baños          umc65-umc59        1.3699       11.79    10.75          4.55    9.88

   7        North Cotabato     rga16-rga19        0.9461       12.86    -6.19          0.16    11.64

   8        Los Baños          rga01_1-umc150     0.0001       20.58    20.95          7.67    52.69

   9        Isabela            umc105-umc113      1.278        24.28    8.32           1.27    24.77
            South Cotabato     umc81-phi61        0.5471       22.13    -0.081        78.33    25.2
       a Position of QTL based on composite interval mapping (CIM)
       b Peak value of the maximum-likelihood-ratio(LR) test statistic observed for the QTL
       c Proportion of phenotypic variance explained by the QTL
Testcrossing and line conversion for DM resistant
maize variety

- DMR-Pi23 x Pi17 and DMR-Pi23
- Pi23 – recurrent parent; Pi17 – other parent for hybrid

• Initial set of candidate DMR-Pi23 lines
    - molecular, field DMR (Isabela) & nursery DMR (UPLB)
    - 5 BC1F6 lines
Marker-assisted introgression of DMR

Marker-assisted line purification
-2 cycles of morphological data
 + SSRs (10 maize chromosomes)




Genuine hybrids (SSR markers)
  - Initial SSR analysis, 87% confirmed genuine hybrids
                                           No. of       No. of
                         Total SSR                                 No. of true F1
          Entry                        heterozygous   homozygous
                       loci screened                               hybrid plants
                                           SSRs          SSRs

   P345 x Pi17              10             10             0             2/2

   P345 x Ca00314           10              9             1            14/19

   Nei9008 x Ca00314        10              7             3            31/33
Crossing Block: DMR Maize
Hybrids/Converted Lines




      20 (Pi23 x P345) BC1F6 PDM resistant lines
      Pi23 parent (backcross for line conversion)
      Other maize parental line/s: good SCA for
      test-Hybrid cross
Test-Hybrids: Screenhouse DMR Screening and PYT




  Initial cross: 4 test hybrids (Isabela and Bukidnon selections)
  1301A and 1304B candidate hybrids:
      Screenhouse DMR and preliminary agro-morpho (yield)
       MAS for QTL markers
      Had 0% DM incidence
    16 more test hybrids for evaluation
Conclusion
• Corn microsatellite (SSR and EST-SSR) and resistance
gene analog (RGA) markers were successfully used to:
 purify parent lines and hybridization crosses to
 incorporate DMR derived from P345 and Nei9008
 Re-establish genetic structure of RIL population for
 genetic mapping and in combined MAS breeding
 schemes
• Resistance QTL were validated in multi-location DM
screening. The major QTL in Chrom 8 was detected in
UPLB. The mapping of multiple and location specific
QTL suggests variation among DM isolates
• Best performing DM resistant lines (Pi23xP345)BC1F7
and hybrids (1301A and 1304B) were identified and will
be released as a registered new corn variety and/or
genetic stock.
MARKER-ASSISTED BREEDING: GENE
         PYRAMIDING
Philippine Downy Mildew Resistance (PDMR)
Bacterial Stalk Rot Resistance (BSRR)
Quality Protein Maize (QPM)
A BLESSED DAY!

More Related Content

What's hot

GRM 2013: Cloning, characterization and validation of AltSB/Al tolerance in r...
GRM 2013: Cloning, characterization and validation of AltSB/Al tolerance in r...GRM 2013: Cloning, characterization and validation of AltSB/Al tolerance in r...
GRM 2013: Cloning, characterization and validation of AltSB/Al tolerance in r...CGIAR Generation Challenge Programme
 
Using Genomic Selection in Barley to Improve Disease Resistance
Using Genomic Selection in Barley to Improve Disease ResistanceUsing Genomic Selection in Barley to Improve Disease Resistance
Using Genomic Selection in Barley to Improve Disease Resistance
Borlaug Global Rust Initiative
 
GRM 2013: Enhancing sorghum grain yield and quality for the Sudano-Sahelian z...
GRM 2013: Enhancing sorghum grain yield and quality for the Sudano-Sahelian z...GRM 2013: Enhancing sorghum grain yield and quality for the Sudano-Sahelian z...
GRM 2013: Enhancing sorghum grain yield and quality for the Sudano-Sahelian z...CGIAR Generation Challenge Programme
 
Research Program Genetic Gains (RPGG) Review Meeting 2021: From Discovery to ...
Research Program Genetic Gains (RPGG) Review Meeting 2021: From Discovery to ...Research Program Genetic Gains (RPGG) Review Meeting 2021: From Discovery to ...
Research Program Genetic Gains (RPGG) Review Meeting 2021: From Discovery to ...
ICRISAT
 
GRM 2011: Rice with dual strength -- Phosphorus uptake efficiency and alumuni...
GRM 2011: Rice with dual strength -- Phosphorus uptake efficiency and alumuni...GRM 2011: Rice with dual strength -- Phosphorus uptake efficiency and alumuni...
GRM 2011: Rice with dual strength -- Phosphorus uptake efficiency and alumuni...CGIAR Generation Challenge Programme
 
Development of improved RTB varieties: Breeding Application
Development of improved RTB varieties: Breeding ApplicationDevelopment of improved RTB varieties: Breeding Application
Development of improved RTB varieties: Breeding Application
CGIAR Research Program on Roots, Tubers and Bananas
 
Genomic selection for crop improvement
Genomic selection for crop improvementGenomic selection for crop improvement
Genomic selection for crop improvement
nagamani gorantla
 
GRM 2013: Improving phosphorus efficiency in sorghum by the identification an...
GRM 2013: Improving phosphorus efficiency in sorghum by the identification an...GRM 2013: Improving phosphorus efficiency in sorghum by the identification an...
GRM 2013: Improving phosphorus efficiency in sorghum by the identification an...
CGIAR Generation Challenge Programme
 
Research Program Genetic Gains (RPGG) Review Meeting 2021: Groundnut genomic ...
Research Program Genetic Gains (RPGG) Review Meeting 2021: Groundnut genomic ...Research Program Genetic Gains (RPGG) Review Meeting 2021: Groundnut genomic ...
Research Program Genetic Gains (RPGG) Review Meeting 2021: Groundnut genomic ...
ICRISAT
 
MICA Antibodies in Renal Transplantation
MICA Antibodies in Renal TransplantationMICA Antibodies in Renal Transplantation
MICA Antibodies in Renal Transplantation
Christos Argyropoulos
 
DNA construct instability in bacteria used for Agrobacterium mediated plant t...
DNA construct instability in bacteria used for Agrobacterium mediated plant t...DNA construct instability in bacteria used for Agrobacterium mediated plant t...
DNA construct instability in bacteria used for Agrobacterium mediated plant t...
iosrjce
 
2015. Jesse Poland. Integration of physiological breeding and genomic selecti...
2015. Jesse Poland. Integration of physiological breeding and genomic selecti...2015. Jesse Poland. Integration of physiological breeding and genomic selecti...
2015. Jesse Poland. Integration of physiological breeding and genomic selecti...
FOODCROPS
 
GRM 2013: Asian Maize Drought Tolerance (AMDROUT) Project -- BS Vivek
GRM 2013: Asian Maize Drought Tolerance (AMDROUT) Project -- BS VivekGRM 2013: Asian Maize Drought Tolerance (AMDROUT) Project -- BS Vivek
GRM 2013: Asian Maize Drought Tolerance (AMDROUT) Project -- BS VivekCGIAR Generation Challenge Programme
 

What's hot (14)

GRM 2013: Cloning, characterization and validation of AltSB/Al tolerance in r...
GRM 2013: Cloning, characterization and validation of AltSB/Al tolerance in r...GRM 2013: Cloning, characterization and validation of AltSB/Al tolerance in r...
GRM 2013: Cloning, characterization and validation of AltSB/Al tolerance in r...
 
Using Genomic Selection in Barley to Improve Disease Resistance
Using Genomic Selection in Barley to Improve Disease ResistanceUsing Genomic Selection in Barley to Improve Disease Resistance
Using Genomic Selection in Barley to Improve Disease Resistance
 
GRM 2013: Enhancing sorghum grain yield and quality for the Sudano-Sahelian z...
GRM 2013: Enhancing sorghum grain yield and quality for the Sudano-Sahelian z...GRM 2013: Enhancing sorghum grain yield and quality for the Sudano-Sahelian z...
GRM 2013: Enhancing sorghum grain yield and quality for the Sudano-Sahelian z...
 
Research Program Genetic Gains (RPGG) Review Meeting 2021: From Discovery to ...
Research Program Genetic Gains (RPGG) Review Meeting 2021: From Discovery to ...Research Program Genetic Gains (RPGG) Review Meeting 2021: From Discovery to ...
Research Program Genetic Gains (RPGG) Review Meeting 2021: From Discovery to ...
 
GRM 2011: Rice with dual strength -- Phosphorus uptake efficiency and alumuni...
GRM 2011: Rice with dual strength -- Phosphorus uptake efficiency and alumuni...GRM 2011: Rice with dual strength -- Phosphorus uptake efficiency and alumuni...
GRM 2011: Rice with dual strength -- Phosphorus uptake efficiency and alumuni...
 
Development of improved RTB varieties: Breeding Application
Development of improved RTB varieties: Breeding ApplicationDevelopment of improved RTB varieties: Breeding Application
Development of improved RTB varieties: Breeding Application
 
Genomic selection for crop improvement
Genomic selection for crop improvementGenomic selection for crop improvement
Genomic selection for crop improvement
 
GRM 2013: Improving phosphorus efficiency in sorghum by the identification an...
GRM 2013: Improving phosphorus efficiency in sorghum by the identification an...GRM 2013: Improving phosphorus efficiency in sorghum by the identification an...
GRM 2013: Improving phosphorus efficiency in sorghum by the identification an...
 
TLI 2012: Bean breeding - Ethiopia
TLI 2012: Bean breeding - EthiopiaTLI 2012: Bean breeding - Ethiopia
TLI 2012: Bean breeding - Ethiopia
 
Research Program Genetic Gains (RPGG) Review Meeting 2021: Groundnut genomic ...
Research Program Genetic Gains (RPGG) Review Meeting 2021: Groundnut genomic ...Research Program Genetic Gains (RPGG) Review Meeting 2021: Groundnut genomic ...
Research Program Genetic Gains (RPGG) Review Meeting 2021: Groundnut genomic ...
 
MICA Antibodies in Renal Transplantation
MICA Antibodies in Renal TransplantationMICA Antibodies in Renal Transplantation
MICA Antibodies in Renal Transplantation
 
DNA construct instability in bacteria used for Agrobacterium mediated plant t...
DNA construct instability in bacteria used for Agrobacterium mediated plant t...DNA construct instability in bacteria used for Agrobacterium mediated plant t...
DNA construct instability in bacteria used for Agrobacterium mediated plant t...
 
2015. Jesse Poland. Integration of physiological breeding and genomic selecti...
2015. Jesse Poland. Integration of physiological breeding and genomic selecti...2015. Jesse Poland. Integration of physiological breeding and genomic selecti...
2015. Jesse Poland. Integration of physiological breeding and genomic selecti...
 
GRM 2013: Asian Maize Drought Tolerance (AMDROUT) Project -- BS Vivek
GRM 2013: Asian Maize Drought Tolerance (AMDROUT) Project -- BS VivekGRM 2013: Asian Maize Drought Tolerance (AMDROUT) Project -- BS Vivek
GRM 2013: Asian Maize Drought Tolerance (AMDROUT) Project -- BS Vivek
 

Viewers also liked

Association mapping in plants
Association mapping in plantsAssociation mapping in plants
Association mapping in plants
Waseem Hussain
 
Plant Germ Plasm Resource And Its Utilizations.
Plant Germ Plasm Resource And Its Utilizations.Plant Germ Plasm Resource And Its Utilizations.
Plant Germ Plasm Resource And Its Utilizations.
SONILAL BHARDWAJ
 
Drought molecular breeding in rice, 19 november, 2012 swamy
Drought molecular breeding in rice, 19 november, 2012  swamyDrought molecular breeding in rice, 19 november, 2012  swamy
Drought molecular breeding in rice, 19 november, 2012 swamyarjunmanju
 
Root genetic research and its application in plant breeding or crop improvement
Root genetic research and its application in plant breeding or crop improvementRoot genetic research and its application in plant breeding or crop improvement
Root genetic research and its application in plant breeding or crop improvement
Om Prakash Patidar
 
Ewa Zimnoch-Guzowska's presentation in the framework of the expert consultati...
Ewa Zimnoch-Guzowska's presentation in the framework of the expert consultati...Ewa Zimnoch-Guzowska's presentation in the framework of the expert consultati...
Ewa Zimnoch-Guzowska's presentation in the framework of the expert consultati...
cwr_use
 
Participatory Plant Breeding, Biodiversity, Genetic Resources, Gender and Cli...
Participatory Plant Breeding, Biodiversity, Genetic Resources, Gender and Cli...Participatory Plant Breeding, Biodiversity, Genetic Resources, Gender and Cli...
Participatory Plant Breeding, Biodiversity, Genetic Resources, Gender and Cli...CIAT
 
The role of ex situ crop diversity conservation in adaptation to climate change
The role of ex situ crop diversity conservation in adaptation to climate changeThe role of ex situ crop diversity conservation in adaptation to climate change
The role of ex situ crop diversity conservation in adaptation to climate change
Luigi Guarino
 
Genetically modified organism
Genetically modified organismGenetically modified organism
Genetically modified organismerikatrinidad
 
Crop plants genetic and genomic resources
Crop plants genetic and genomic resourcesCrop plants genetic and genomic resources
Crop plants genetic and genomic resourcesArun Prabhu Dhanapal
 
Genetic engineering for biotic stress tolerance
Genetic engineering for biotic stress toleranceGenetic engineering for biotic stress tolerance
Genetic engineering for biotic stress tolerance
Sachin Ekatpure
 

Viewers also liked (11)

Association mapping in plants
Association mapping in plantsAssociation mapping in plants
Association mapping in plants
 
Plant Germ Plasm Resource And Its Utilizations.
Plant Germ Plasm Resource And Its Utilizations.Plant Germ Plasm Resource And Its Utilizations.
Plant Germ Plasm Resource And Its Utilizations.
 
Drought molecular breeding in rice, 19 november, 2012 swamy
Drought molecular breeding in rice, 19 november, 2012  swamyDrought molecular breeding in rice, 19 november, 2012  swamy
Drought molecular breeding in rice, 19 november, 2012 swamy
 
Root genetic research and its application in plant breeding or crop improvement
Root genetic research and its application in plant breeding or crop improvementRoot genetic research and its application in plant breeding or crop improvement
Root genetic research and its application in plant breeding or crop improvement
 
Ewa Zimnoch-Guzowska's presentation in the framework of the expert consultati...
Ewa Zimnoch-Guzowska's presentation in the framework of the expert consultati...Ewa Zimnoch-Guzowska's presentation in the framework of the expert consultati...
Ewa Zimnoch-Guzowska's presentation in the framework of the expert consultati...
 
Participatory Plant Breeding, Biodiversity, Genetic Resources, Gender and Cli...
Participatory Plant Breeding, Biodiversity, Genetic Resources, Gender and Cli...Participatory Plant Breeding, Biodiversity, Genetic Resources, Gender and Cli...
Participatory Plant Breeding, Biodiversity, Genetic Resources, Gender and Cli...
 
The role of ex situ crop diversity conservation in adaptation to climate change
The role of ex situ crop diversity conservation in adaptation to climate changeThe role of ex situ crop diversity conservation in adaptation to climate change
The role of ex situ crop diversity conservation in adaptation to climate change
 
Genetically modified organism
Genetically modified organismGenetically modified organism
Genetically modified organism
 
Crop plants genetic and genomic resources
Crop plants genetic and genomic resourcesCrop plants genetic and genomic resources
Crop plants genetic and genomic resources
 
Genetic engineering for biotic stress tolerance
Genetic engineering for biotic stress toleranceGenetic engineering for biotic stress tolerance
Genetic engineering for biotic stress tolerance
 
GM foods
GM foodsGM foods
GM foods
 

Similar to S2.3. INCORPORATION OF DOWNY MILDEW RESISTANCE IN TARGETED MAIZE BREEDING/PARENTAL LINES

JMCmastersthesispresentation
JMCmastersthesispresentationJMCmastersthesispresentation
JMCmastersthesispresentationJohn McLaughlin
 
MARKER-ASSISTED BREEDING FOR RICE IMPROVEMENT
MARKER-ASSISTED BREEDING FOR RICE IMPROVEMENTMARKER-ASSISTED BREEDING FOR RICE IMPROVEMENT
MARKER-ASSISTED BREEDING FOR RICE IMPROVEMENT
FOODCROPS
 
Smart breeding final
Smart breeding finalSmart breeding final
Smart breeding final
Pavan R
 
GRM 2013: Improve groundnut productivity for marginal environments from Sub-S...
GRM 2013: Improve groundnut productivity for marginal environments from Sub-S...GRM 2013: Improve groundnut productivity for marginal environments from Sub-S...
GRM 2013: Improve groundnut productivity for marginal environments from Sub-S...CGIAR Generation Challenge Programme
 
Marker assisted selection for complex traits in agricultural crops
Marker assisted selection for complex traits in agricultural cropsMarker assisted selection for complex traits in agricultural crops
Marker assisted selection for complex traits in agricultural crops
Aparna Veluru
 
Transcriptomics of RKN resitance in Upland Cotton
Transcriptomics of RKN resitance in Upland CottonTranscriptomics of RKN resitance in Upland Cotton
Transcriptomics of RKN resitance in Upland Cotton
Sameer Khanal
 
2013 GRM: Improve chickpea productivity for marginal environments in sub-Sah...
2013 GRM: Improve chickpea productivity for marginal environments in  sub-Sah...2013 GRM: Improve chickpea productivity for marginal environments in  sub-Sah...
2013 GRM: Improve chickpea productivity for marginal environments in sub-Sah...CGIAR Generation Challenge Programme
 
Towards fine mapping of drought tolerance related QTL region in chickpea usin...
Towards fine mapping of drought tolerance related QTL region in chickpea usin...Towards fine mapping of drought tolerance related QTL region in chickpea usin...
Towards fine mapping of drought tolerance related QTL region in chickpea usin...
ICRISAT
 
The chromosome scale assembly of sugar beet line FC309 enables the identifica...
The chromosome scale assembly of sugar beet line FC309 enables the identifica...The chromosome scale assembly of sugar beet line FC309 enables the identifica...
The chromosome scale assembly of sugar beet line FC309 enables the identifica...
oetodd
 
GRM 2013: Improving and deploying markers for biotic stresses in cassava -- C...
GRM 2013: Improving and deploying markers for biotic stresses in cassava -- C...GRM 2013: Improving and deploying markers for biotic stresses in cassava -- C...
GRM 2013: Improving and deploying markers for biotic stresses in cassava -- C...CGIAR Generation Challenge Programme
 
Mapping of durable adult plant stem rust resistance to Ug99 and its races
Mapping of durable adult plant stem rust resistance to Ug99 and its racesMapping of durable adult plant stem rust resistance to Ug99 and its races
Mapping of durable adult plant stem rust resistance to Ug99 and its races
Borlaug Global Rust Initiative
 
Towards fine mapping of drought tolerance related QTL region in chickpea (Cic...
Towards fine mapping of drought tolerance related QTL region in chickpea (Cic...Towards fine mapping of drought tolerance related QTL region in chickpea (Cic...
Towards fine mapping of drought tolerance related QTL region in chickpea (Cic...
ICRISAT
 
Searching via association mapping for novel sources of resistance to Ug99 and...
Searching via association mapping for novel sources of resistance to Ug99 and...Searching via association mapping for novel sources of resistance to Ug99 and...
Searching via association mapping for novel sources of resistance to Ug99 and...
CIMMYT
 
Beltwide poster main
Beltwide poster mainBeltwide poster main
Beltwide poster main
Sameer Khanal
 
Basic_QTL_Marker-assisted_Selection_Sourabh.ppt
Basic_QTL_Marker-assisted_Selection_Sourabh.pptBasic_QTL_Marker-assisted_Selection_Sourabh.ppt
Basic_QTL_Marker-assisted_Selection_Sourabh.ppt
Sourabh Kumar
 
Marker assisted backcross breeding
Marker assisted backcross breedingMarker assisted backcross breeding
Marker assisted backcross breeding
Anilkumar C
 
AB QTL's
AB QTL'sAB QTL's
AB QTL's
MANOJ C A
 
MARKER ASSISTED BACKCROSS BREEDING
MARKER ASSISTED BACKCROSS BREEDINGMARKER ASSISTED BACKCROSS BREEDING
MARKER ASSISTED BACKCROSS BREEDING
sandeshGM
 
QTL mapping
QTL mappingQTL mapping
QTL mapping
Vishwas Acharya
 
GRM 2013: Improve common bean productivity for marginal environments in sub-S...
GRM 2013: Improve common bean productivity for marginal environments in sub-S...GRM 2013: Improve common bean productivity for marginal environments in sub-S...
GRM 2013: Improve common bean productivity for marginal environments in sub-S...CGIAR Generation Challenge Programme
 

Similar to S2.3. INCORPORATION OF DOWNY MILDEW RESISTANCE IN TARGETED MAIZE BREEDING/PARENTAL LINES (20)

JMCmastersthesispresentation
JMCmastersthesispresentationJMCmastersthesispresentation
JMCmastersthesispresentation
 
MARKER-ASSISTED BREEDING FOR RICE IMPROVEMENT
MARKER-ASSISTED BREEDING FOR RICE IMPROVEMENTMARKER-ASSISTED BREEDING FOR RICE IMPROVEMENT
MARKER-ASSISTED BREEDING FOR RICE IMPROVEMENT
 
Smart breeding final
Smart breeding finalSmart breeding final
Smart breeding final
 
GRM 2013: Improve groundnut productivity for marginal environments from Sub-S...
GRM 2013: Improve groundnut productivity for marginal environments from Sub-S...GRM 2013: Improve groundnut productivity for marginal environments from Sub-S...
GRM 2013: Improve groundnut productivity for marginal environments from Sub-S...
 
Marker assisted selection for complex traits in agricultural crops
Marker assisted selection for complex traits in agricultural cropsMarker assisted selection for complex traits in agricultural crops
Marker assisted selection for complex traits in agricultural crops
 
Transcriptomics of RKN resitance in Upland Cotton
Transcriptomics of RKN resitance in Upland CottonTranscriptomics of RKN resitance in Upland Cotton
Transcriptomics of RKN resitance in Upland Cotton
 
2013 GRM: Improve chickpea productivity for marginal environments in sub-Sah...
2013 GRM: Improve chickpea productivity for marginal environments in  sub-Sah...2013 GRM: Improve chickpea productivity for marginal environments in  sub-Sah...
2013 GRM: Improve chickpea productivity for marginal environments in sub-Sah...
 
Towards fine mapping of drought tolerance related QTL region in chickpea usin...
Towards fine mapping of drought tolerance related QTL region in chickpea usin...Towards fine mapping of drought tolerance related QTL region in chickpea usin...
Towards fine mapping of drought tolerance related QTL region in chickpea usin...
 
The chromosome scale assembly of sugar beet line FC309 enables the identifica...
The chromosome scale assembly of sugar beet line FC309 enables the identifica...The chromosome scale assembly of sugar beet line FC309 enables the identifica...
The chromosome scale assembly of sugar beet line FC309 enables the identifica...
 
GRM 2013: Improving and deploying markers for biotic stresses in cassava -- C...
GRM 2013: Improving and deploying markers for biotic stresses in cassava -- C...GRM 2013: Improving and deploying markers for biotic stresses in cassava -- C...
GRM 2013: Improving and deploying markers for biotic stresses in cassava -- C...
 
Mapping of durable adult plant stem rust resistance to Ug99 and its races
Mapping of durable adult plant stem rust resistance to Ug99 and its racesMapping of durable adult plant stem rust resistance to Ug99 and its races
Mapping of durable adult plant stem rust resistance to Ug99 and its races
 
Towards fine mapping of drought tolerance related QTL region in chickpea (Cic...
Towards fine mapping of drought tolerance related QTL region in chickpea (Cic...Towards fine mapping of drought tolerance related QTL region in chickpea (Cic...
Towards fine mapping of drought tolerance related QTL region in chickpea (Cic...
 
Searching via association mapping for novel sources of resistance to Ug99 and...
Searching via association mapping for novel sources of resistance to Ug99 and...Searching via association mapping for novel sources of resistance to Ug99 and...
Searching via association mapping for novel sources of resistance to Ug99 and...
 
Beltwide poster main
Beltwide poster mainBeltwide poster main
Beltwide poster main
 
Basic_QTL_Marker-assisted_Selection_Sourabh.ppt
Basic_QTL_Marker-assisted_Selection_Sourabh.pptBasic_QTL_Marker-assisted_Selection_Sourabh.ppt
Basic_QTL_Marker-assisted_Selection_Sourabh.ppt
 
Marker assisted backcross breeding
Marker assisted backcross breedingMarker assisted backcross breeding
Marker assisted backcross breeding
 
AB QTL's
AB QTL'sAB QTL's
AB QTL's
 
MARKER ASSISTED BACKCROSS BREEDING
MARKER ASSISTED BACKCROSS BREEDINGMARKER ASSISTED BACKCROSS BREEDING
MARKER ASSISTED BACKCROSS BREEDING
 
QTL mapping
QTL mappingQTL mapping
QTL mapping
 
GRM 2013: Improve common bean productivity for marginal environments in sub-S...
GRM 2013: Improve common bean productivity for marginal environments in sub-S...GRM 2013: Improve common bean productivity for marginal environments in sub-S...
GRM 2013: Improve common bean productivity for marginal environments in sub-S...
 

More from CIMMYT

What do women and men farmers want in their maize varieties
What do women and men farmers want in their maize varietiesWhat do women and men farmers want in their maize varieties
What do women and men farmers want in their maize varieties
CIMMYT
 
Transforming Maize-legume Value Chains – A Business Case for Climate-Smart Ag...
Transforming Maize-legume Value Chains –A Business Case for Climate-Smart Ag...Transforming Maize-legume Value Chains –A Business Case for Climate-Smart Ag...
Transforming Maize-legume Value Chains – A Business Case for Climate-Smart Ag...
CIMMYT
 
Maize for Asian tropics: Chasing the moving target
Maize for Asian tropics: Chasing the moving targetMaize for Asian tropics: Chasing the moving target
Maize for Asian tropics: Chasing the moving target
CIMMYT
 
Tropical maize genome: what do we know so far and how to use that information
Tropical maize genome: what do we know so far and how to use that informationTropical maize genome: what do we know so far and how to use that information
Tropical maize genome: what do we know so far and how to use that information
CIMMYT
 
Social inclusion of young people and site-specific nutrient management (SSNM)...
Social inclusion of young people and site-specific nutrient management (SSNM)...Social inclusion of young people and site-specific nutrient management (SSNM)...
Social inclusion of young people and site-specific nutrient management (SSNM)...
CIMMYT
 
Identification of quantitative trait loci for resistance to shoot fly in maize
Identification of quantitative trait loci for resistance to shoot fly in maizeIdentification of quantitative trait loci for resistance to shoot fly in maize
Identification of quantitative trait loci for resistance to shoot fly in maize
CIMMYT
 
The development of two sweet corn populations resistance to northern corn lea...
The development of two sweet corn populations resistance to northern corn lea...The development of two sweet corn populations resistance to northern corn lea...
The development of two sweet corn populations resistance to northern corn lea...
CIMMYT
 
Outbreak of Fusarium ear rot on Maize in Thailand
Outbreak of Fusarium ear rot on Maize in ThailandOutbreak of Fusarium ear rot on Maize in Thailand
Outbreak of Fusarium ear rot on Maize in Thailand
CIMMYT
 
Next Generation Phenotyping Technologies in Breeding for Abiotic Stress Toler...
Next Generation Phenotyping Technologies in Breeding for Abiotic Stress Toler...Next Generation Phenotyping Technologies in Breeding for Abiotic Stress Toler...
Next Generation Phenotyping Technologies in Breeding for Abiotic Stress Toler...
CIMMYT
 
Marker-assisted introgression of waxy1 gene into elite inbreds for enhancemen...
Marker-assisted introgression of waxy1 gene into elite inbreds for enhancemen...Marker-assisted introgression of waxy1 gene into elite inbreds for enhancemen...
Marker-assisted introgression of waxy1 gene into elite inbreds for enhancemen...
CIMMYT
 
Comparative Analysis of Biochemical & Physiological Responses of Maize Genoty...
Comparative Analysis of Biochemical & Physiological Responses of Maize Genoty...Comparative Analysis of Biochemical & Physiological Responses of Maize Genoty...
Comparative Analysis of Biochemical & Physiological Responses of Maize Genoty...
CIMMYT
 
Maize intensification in major production regions of the world
Maize intensification in major production regions of the worldMaize intensification in major production regions of the world
Maize intensification in major production regions of the world
CIMMYT
 
Genomic and enabling technologies in maize breeding for enhanced genetic gain...
Genomic and enabling technologies in maize breeding for enhanced genetic gain...Genomic and enabling technologies in maize breeding for enhanced genetic gain...
Genomic and enabling technologies in maize breeding for enhanced genetic gain...
CIMMYT
 
Defense Response boost Through Cu-chitosan Nanoparticles and Plant Growth enh...
Defense Response boost Through Cu-chitosan Nanoparticles and Plant Growth enh...Defense Response boost Through Cu-chitosan Nanoparticles and Plant Growth enh...
Defense Response boost Through Cu-chitosan Nanoparticles and Plant Growth enh...
CIMMYT
 
Institutional and Policy Innovations for Food and Nutrition Security in Asia ...
Institutional and Policy Innovations for Food and Nutrition Security in Asia ...Institutional and Policy Innovations for Food and Nutrition Security in Asia ...
Institutional and Policy Innovations for Food and Nutrition Security in Asia ...
CIMMYT
 
New agricultural technologies and gender dynamics at house holds in rural Ba...
 New agricultural technologies and gender dynamics at house holds in rural Ba... New agricultural technologies and gender dynamics at house holds in rural Ba...
New agricultural technologies and gender dynamics at house holds in rural Ba...
CIMMYT
 
Effects of QPM and PVA maize on chicken
Effects of QPM and PVA maize on chickenEffects of QPM and PVA maize on chicken
Effects of QPM and PVA maize on chicken
CIMMYT
 
Seeds of Discovery
Seeds of DiscoverySeeds of Discovery
Seeds of Discovery
CIMMYT
 
Soil and nitrogen management in maize
Soil and nitrogen management in maizeSoil and nitrogen management in maize
Soil and nitrogen management in maize
CIMMYT
 
Technologies to drive maize yield improvement
Technologies to drive maize yield improvementTechnologies to drive maize yield improvement
Technologies to drive maize yield improvement
CIMMYT
 

More from CIMMYT (20)

What do women and men farmers want in their maize varieties
What do women and men farmers want in their maize varietiesWhat do women and men farmers want in their maize varieties
What do women and men farmers want in their maize varieties
 
Transforming Maize-legume Value Chains – A Business Case for Climate-Smart Ag...
Transforming Maize-legume Value Chains –A Business Case for Climate-Smart Ag...Transforming Maize-legume Value Chains –A Business Case for Climate-Smart Ag...
Transforming Maize-legume Value Chains – A Business Case for Climate-Smart Ag...
 
Maize for Asian tropics: Chasing the moving target
Maize for Asian tropics: Chasing the moving targetMaize for Asian tropics: Chasing the moving target
Maize for Asian tropics: Chasing the moving target
 
Tropical maize genome: what do we know so far and how to use that information
Tropical maize genome: what do we know so far and how to use that informationTropical maize genome: what do we know so far and how to use that information
Tropical maize genome: what do we know so far and how to use that information
 
Social inclusion of young people and site-specific nutrient management (SSNM)...
Social inclusion of young people and site-specific nutrient management (SSNM)...Social inclusion of young people and site-specific nutrient management (SSNM)...
Social inclusion of young people and site-specific nutrient management (SSNM)...
 
Identification of quantitative trait loci for resistance to shoot fly in maize
Identification of quantitative trait loci for resistance to shoot fly in maizeIdentification of quantitative trait loci for resistance to shoot fly in maize
Identification of quantitative trait loci for resistance to shoot fly in maize
 
The development of two sweet corn populations resistance to northern corn lea...
The development of two sweet corn populations resistance to northern corn lea...The development of two sweet corn populations resistance to northern corn lea...
The development of two sweet corn populations resistance to northern corn lea...
 
Outbreak of Fusarium ear rot on Maize in Thailand
Outbreak of Fusarium ear rot on Maize in ThailandOutbreak of Fusarium ear rot on Maize in Thailand
Outbreak of Fusarium ear rot on Maize in Thailand
 
Next Generation Phenotyping Technologies in Breeding for Abiotic Stress Toler...
Next Generation Phenotyping Technologies in Breeding for Abiotic Stress Toler...Next Generation Phenotyping Technologies in Breeding for Abiotic Stress Toler...
Next Generation Phenotyping Technologies in Breeding for Abiotic Stress Toler...
 
Marker-assisted introgression of waxy1 gene into elite inbreds for enhancemen...
Marker-assisted introgression of waxy1 gene into elite inbreds for enhancemen...Marker-assisted introgression of waxy1 gene into elite inbreds for enhancemen...
Marker-assisted introgression of waxy1 gene into elite inbreds for enhancemen...
 
Comparative Analysis of Biochemical & Physiological Responses of Maize Genoty...
Comparative Analysis of Biochemical & Physiological Responses of Maize Genoty...Comparative Analysis of Biochemical & Physiological Responses of Maize Genoty...
Comparative Analysis of Biochemical & Physiological Responses of Maize Genoty...
 
Maize intensification in major production regions of the world
Maize intensification in major production regions of the worldMaize intensification in major production regions of the world
Maize intensification in major production regions of the world
 
Genomic and enabling technologies in maize breeding for enhanced genetic gain...
Genomic and enabling technologies in maize breeding for enhanced genetic gain...Genomic and enabling technologies in maize breeding for enhanced genetic gain...
Genomic and enabling technologies in maize breeding for enhanced genetic gain...
 
Defense Response boost Through Cu-chitosan Nanoparticles and Plant Growth enh...
Defense Response boost Through Cu-chitosan Nanoparticles and Plant Growth enh...Defense Response boost Through Cu-chitosan Nanoparticles and Plant Growth enh...
Defense Response boost Through Cu-chitosan Nanoparticles and Plant Growth enh...
 
Institutional and Policy Innovations for Food and Nutrition Security in Asia ...
Institutional and Policy Innovations for Food and Nutrition Security in Asia ...Institutional and Policy Innovations for Food and Nutrition Security in Asia ...
Institutional and Policy Innovations for Food and Nutrition Security in Asia ...
 
New agricultural technologies and gender dynamics at house holds in rural Ba...
 New agricultural technologies and gender dynamics at house holds in rural Ba... New agricultural technologies and gender dynamics at house holds in rural Ba...
New agricultural technologies and gender dynamics at house holds in rural Ba...
 
Effects of QPM and PVA maize on chicken
Effects of QPM and PVA maize on chickenEffects of QPM and PVA maize on chicken
Effects of QPM and PVA maize on chicken
 
Seeds of Discovery
Seeds of DiscoverySeeds of Discovery
Seeds of Discovery
 
Soil and nitrogen management in maize
Soil and nitrogen management in maizeSoil and nitrogen management in maize
Soil and nitrogen management in maize
 
Technologies to drive maize yield improvement
Technologies to drive maize yield improvementTechnologies to drive maize yield improvement
Technologies to drive maize yield improvement
 

Recently uploaded

Polish students' mobility in the Czech Republic
Polish students' mobility in the Czech RepublicPolish students' mobility in the Czech Republic
Polish students' mobility in the Czech Republic
Anna Sz.
 
How to Make a Field invisible in Odoo 17
How to Make a Field invisible in Odoo 17How to Make a Field invisible in Odoo 17
How to Make a Field invisible in Odoo 17
Celine George
 
The Challenger.pdf DNHS Official Publication
The Challenger.pdf DNHS Official PublicationThe Challenger.pdf DNHS Official Publication
The Challenger.pdf DNHS Official Publication
Delapenabediema
 
678020731-Sumas-y-Restas-Para-Colorear.pdf
678020731-Sumas-y-Restas-Para-Colorear.pdf678020731-Sumas-y-Restas-Para-Colorear.pdf
678020731-Sumas-y-Restas-Para-Colorear.pdf
CarlosHernanMontoyab2
 
Sha'Carri Richardson Presentation 202345
Sha'Carri Richardson Presentation 202345Sha'Carri Richardson Presentation 202345
Sha'Carri Richardson Presentation 202345
beazzy04
 
Language Across the Curriculm LAC B.Ed.
Language Across the  Curriculm LAC B.Ed.Language Across the  Curriculm LAC B.Ed.
Language Across the Curriculm LAC B.Ed.
Atul Kumar Singh
 
Operation Blue Star - Saka Neela Tara
Operation Blue Star   -  Saka Neela TaraOperation Blue Star   -  Saka Neela Tara
Operation Blue Star - Saka Neela Tara
Balvir Singh
 
June 3, 2024 Anti-Semitism Letter Sent to MIT President Kornbluth and MIT Cor...
June 3, 2024 Anti-Semitism Letter Sent to MIT President Kornbluth and MIT Cor...June 3, 2024 Anti-Semitism Letter Sent to MIT President Kornbluth and MIT Cor...
June 3, 2024 Anti-Semitism Letter Sent to MIT President Kornbluth and MIT Cor...
Levi Shapiro
 
Supporting (UKRI) OA monographs at Salford.pptx
Supporting (UKRI) OA monographs at Salford.pptxSupporting (UKRI) OA monographs at Salford.pptx
Supporting (UKRI) OA monographs at Salford.pptx
Jisc
 
Model Attribute Check Company Auto Property
Model Attribute  Check Company Auto PropertyModel Attribute  Check Company Auto Property
Model Attribute Check Company Auto Property
Celine George
 
Digital Tools and AI for Teaching Learning and Research
Digital Tools and AI for Teaching Learning and ResearchDigital Tools and AI for Teaching Learning and Research
Digital Tools and AI for Teaching Learning and Research
Vikramjit Singh
 
Biological Screening of Herbal Drugs in detailed.
Biological Screening of Herbal Drugs in detailed.Biological Screening of Herbal Drugs in detailed.
Biological Screening of Herbal Drugs in detailed.
Ashokrao Mane college of Pharmacy Peth-Vadgaon
 
The approach at University of Liverpool.pptx
The approach at University of Liverpool.pptxThe approach at University of Liverpool.pptx
The approach at University of Liverpool.pptx
Jisc
 
The Roman Empire A Historical Colossus.pdf
The Roman Empire A Historical Colossus.pdfThe Roman Empire A Historical Colossus.pdf
The Roman Empire A Historical Colossus.pdf
kaushalkr1407
 
special B.ed 2nd year old paper_20240531.pdf
special B.ed 2nd year old paper_20240531.pdfspecial B.ed 2nd year old paper_20240531.pdf
special B.ed 2nd year old paper_20240531.pdf
Special education needs
 
Phrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXX
Phrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXXPhrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXX
Phrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXX
MIRIAMSALINAS13
 
Welcome to TechSoup New Member Orientation and Q&A (May 2024).pdf
Welcome to TechSoup   New Member Orientation and Q&A (May 2024).pdfWelcome to TechSoup   New Member Orientation and Q&A (May 2024).pdf
Welcome to TechSoup New Member Orientation and Q&A (May 2024).pdf
TechSoup
 
Adversarial Attention Modeling for Multi-dimensional Emotion Regression.pdf
Adversarial Attention Modeling for Multi-dimensional Emotion Regression.pdfAdversarial Attention Modeling for Multi-dimensional Emotion Regression.pdf
Adversarial Attention Modeling for Multi-dimensional Emotion Regression.pdf
Po-Chuan Chen
 
Unit 2- Research Aptitude (UGC NET Paper I).pdf
Unit 2- Research Aptitude (UGC NET Paper I).pdfUnit 2- Research Aptitude (UGC NET Paper I).pdf
Unit 2- Research Aptitude (UGC NET Paper I).pdf
Thiyagu K
 
CACJapan - GROUP Presentation 1- Wk 4.pdf
CACJapan - GROUP Presentation 1- Wk 4.pdfCACJapan - GROUP Presentation 1- Wk 4.pdf
CACJapan - GROUP Presentation 1- Wk 4.pdf
camakaiclarkmusic
 

Recently uploaded (20)

Polish students' mobility in the Czech Republic
Polish students' mobility in the Czech RepublicPolish students' mobility in the Czech Republic
Polish students' mobility in the Czech Republic
 
How to Make a Field invisible in Odoo 17
How to Make a Field invisible in Odoo 17How to Make a Field invisible in Odoo 17
How to Make a Field invisible in Odoo 17
 
The Challenger.pdf DNHS Official Publication
The Challenger.pdf DNHS Official PublicationThe Challenger.pdf DNHS Official Publication
The Challenger.pdf DNHS Official Publication
 
678020731-Sumas-y-Restas-Para-Colorear.pdf
678020731-Sumas-y-Restas-Para-Colorear.pdf678020731-Sumas-y-Restas-Para-Colorear.pdf
678020731-Sumas-y-Restas-Para-Colorear.pdf
 
Sha'Carri Richardson Presentation 202345
Sha'Carri Richardson Presentation 202345Sha'Carri Richardson Presentation 202345
Sha'Carri Richardson Presentation 202345
 
Language Across the Curriculm LAC B.Ed.
Language Across the  Curriculm LAC B.Ed.Language Across the  Curriculm LAC B.Ed.
Language Across the Curriculm LAC B.Ed.
 
Operation Blue Star - Saka Neela Tara
Operation Blue Star   -  Saka Neela TaraOperation Blue Star   -  Saka Neela Tara
Operation Blue Star - Saka Neela Tara
 
June 3, 2024 Anti-Semitism Letter Sent to MIT President Kornbluth and MIT Cor...
June 3, 2024 Anti-Semitism Letter Sent to MIT President Kornbluth and MIT Cor...June 3, 2024 Anti-Semitism Letter Sent to MIT President Kornbluth and MIT Cor...
June 3, 2024 Anti-Semitism Letter Sent to MIT President Kornbluth and MIT Cor...
 
Supporting (UKRI) OA monographs at Salford.pptx
Supporting (UKRI) OA monographs at Salford.pptxSupporting (UKRI) OA monographs at Salford.pptx
Supporting (UKRI) OA monographs at Salford.pptx
 
Model Attribute Check Company Auto Property
Model Attribute  Check Company Auto PropertyModel Attribute  Check Company Auto Property
Model Attribute Check Company Auto Property
 
Digital Tools and AI for Teaching Learning and Research
Digital Tools and AI for Teaching Learning and ResearchDigital Tools and AI for Teaching Learning and Research
Digital Tools and AI for Teaching Learning and Research
 
Biological Screening of Herbal Drugs in detailed.
Biological Screening of Herbal Drugs in detailed.Biological Screening of Herbal Drugs in detailed.
Biological Screening of Herbal Drugs in detailed.
 
The approach at University of Liverpool.pptx
The approach at University of Liverpool.pptxThe approach at University of Liverpool.pptx
The approach at University of Liverpool.pptx
 
The Roman Empire A Historical Colossus.pdf
The Roman Empire A Historical Colossus.pdfThe Roman Empire A Historical Colossus.pdf
The Roman Empire A Historical Colossus.pdf
 
special B.ed 2nd year old paper_20240531.pdf
special B.ed 2nd year old paper_20240531.pdfspecial B.ed 2nd year old paper_20240531.pdf
special B.ed 2nd year old paper_20240531.pdf
 
Phrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXX
Phrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXXPhrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXX
Phrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXX
 
Welcome to TechSoup New Member Orientation and Q&A (May 2024).pdf
Welcome to TechSoup   New Member Orientation and Q&A (May 2024).pdfWelcome to TechSoup   New Member Orientation and Q&A (May 2024).pdf
Welcome to TechSoup New Member Orientation and Q&A (May 2024).pdf
 
Adversarial Attention Modeling for Multi-dimensional Emotion Regression.pdf
Adversarial Attention Modeling for Multi-dimensional Emotion Regression.pdfAdversarial Attention Modeling for Multi-dimensional Emotion Regression.pdf
Adversarial Attention Modeling for Multi-dimensional Emotion Regression.pdf
 
Unit 2- Research Aptitude (UGC NET Paper I).pdf
Unit 2- Research Aptitude (UGC NET Paper I).pdfUnit 2- Research Aptitude (UGC NET Paper I).pdf
Unit 2- Research Aptitude (UGC NET Paper I).pdf
 
CACJapan - GROUP Presentation 1- Wk 4.pdf
CACJapan - GROUP Presentation 1- Wk 4.pdfCACJapan - GROUP Presentation 1- Wk 4.pdf
CACJapan - GROUP Presentation 1- Wk 4.pdf
 

S2.3. INCORPORATION OF DOWNY MILDEW RESISTANCE IN TARGETED MAIZE BREEDING/PARENTAL LINES

  • 1. INCORPORATION OF DOWNY MILDEW RESISTANCE IN TARGETED MAIZE BREEDING/PARENTAL LINES HF Galvez, CB Pascual, AKB Malijan, AO Canama,, RB Quilloy, PH Manguiat
  • 2. Corn: Philippines’ most important cereal crop next to rice Without fungicide, downy mildew severely affects corn production (80- 100% loss)  Metalaxyl fungicide  Pre-treatment of seed materials Philippine downy mildew (PDM) in corn is caused by Peronosclerospora philippinensis Weston (Shaw)
  • 3. C8 Metalaxyl fungicide and application rga01_1 36.2  Human health/environment hazard umc150 13.5 7.6 srga3 umc048  Additional expense or cost in production 2.9 asg52 1.6 1.6 umc1960 1.6 umc1141 Greatly affects seed viability 1.6 umc1728 1.6 umc1149 5.9  umc089 umc002 9.9 umc012 31.0 phi014  PDM resistance reported 16.6 umc120 10.0 phi125 Use of resistant varieties remains most 35.5 rga17_2 effective and economical; resistance sources 177.1 cM available DNA markers mapped in maize genome Chromosome locations of likely genes (QTL) for PDM resistance mapped in P345 x Pi23- maize population
  • 4. Project Objectives  To fine-map the chromosomal locations of likely genes (QTL) for DMR  To validate the QTLs in multi-location disease screenings under natural infection of downy mildew  To identify resistance gene orthologs and develop PCR- based DNA markers specific to the DMR genes  To establish recombinant inbred line population with differential disease reaction to downy mildew  To isolate and characterize the cDNA sequences of the DMR genes
  • 5. Marker-assisted Purification of Maize Parent Lines PDM Resistant Lines Morphological (rouging) then SSR marker purification SSR markers from each maize P345 Nei9008 chromosome Susceptible/Recipient 2 Cycles: bulk then individual plant Inbred Lines marker-assisted purification A line D line E line FG lines HJ lines
  • 6. Fine mapping and validation of DMR-QTL Validation of DMR-QTL • Plant materials (Pi23 x P345) - BC1F1 - genotype data (AMBIONET, 2000) -BC1F3 - phenotype data (Isabela and Bukidnon) • Method of QTL detection (QTL Cartographer software) - Single marker analysis - Composite interval mapping (CIM)
  • 7. Establish genetic structure of RIL mapping population 118 (Pi23 x P345) BC1F2 families Select 3-5 phenotypic variants (plants) per family  Plant height/habit  Leaf morphology P345 (R) Parent Pi23 (S) Parent  Tassel and silk color Bulk and de-bulk SSR analysis for genotype variants  SSR markers from each maize chromosome (Pi23 x P345) BC1F7 seed production 215 (Pi23 x P345) BC1F3, then ear-to- row up to BC1F7
  • 8. Multi-location disease evaluation for DMR - Natural downy mildew (DM) infection with pre-infected spreader (sweet corn) plants - % disease incidence (% plants infected/line) -period of evaluation – 14, 21, 28, 35, 42 & 49 DAE • Ilagan, Isabela (DA-Isabela Experimental Station) -152 (Pi23xP345)BC1F3 lines - parents and sweet corn as susceptible check • Musuan, Bukidnon (Central Mindanao University) -197 BC1F3 lines - parents and sweet corn as susceptible check
  • 9. Multi-location disease evaluation for DMR - Final multi-locations trial - 153 BC1F6 lines, parents and sweet corn • Kabacan, North Cotabato (Univ. of Southern Mindanao) - use of reported virulent DM isolate (Carmen) • Banga, South Cotabato (ACM Genetics) - collaboration with private seed producer
  • 10. RESULTS Comparative QTL - UPLB, Isabela and Bukidnon using (Pi23xP345)BC1F3 - Chromosome 8 (major QTL) – UPLB & Bukidnon - Chromosome 9 – Isabela only - Chromosome 1 – UPLB and Isabela - Chromosme 4 - UPLB only
  • 11. Multilocation QTL analysis of corn RIL population (Pi23 x P345)BC1F6 Chrom. Trial site QTL Flanking QTL LRb Genetic Effects R2(%)c No. detected marker positiona Additive Dominance 1 Isabela rga01_2 –umc67 0.3054 15.93 -6.14 1.15 13.49 2 Bukidnon csu109-bnl8.44 0.2505 11.71 -9.47 0.53 14.90 South Cotabato csu54-umc055 1.1588 20.75 -0.06 - 23.59 3 North Cotabato umc121-phi36 0.0001 11.64 -5.48 0.03 8.92 5 North Cotabato phi91-phi116 2.3954 31.82 -9.87 0.08 29.86 South Cotabato bng1386 - 1.9283 16.21 0.057 61.25 20.4 umc104_1 6 Los Baños umc65-umc59 1.3699 11.79 10.75 4.55 9.88 7 North Cotabato rga16-rga19 0.9461 12.86 -6.19 0.16 11.64 8 Los Baños rga01_1-umc150 0.0001 20.58 20.95 7.67 52.69 9 Isabela umc105-umc113 1.278 24.28 8.32 1.27 24.77 South Cotabato umc81-phi61 0.5471 22.13 -0.081 78.33 25.2 a Position of QTL based on composite interval mapping (CIM) b Peak value of the maximum-likelihood-ratio(LR) test statistic observed for the QTL c Proportion of phenotypic variance explained by the QTL
  • 12. Testcrossing and line conversion for DM resistant maize variety - DMR-Pi23 x Pi17 and DMR-Pi23 - Pi23 – recurrent parent; Pi17 – other parent for hybrid • Initial set of candidate DMR-Pi23 lines - molecular, field DMR (Isabela) & nursery DMR (UPLB) - 5 BC1F6 lines
  • 13. Marker-assisted introgression of DMR Marker-assisted line purification -2 cycles of morphological data + SSRs (10 maize chromosomes) Genuine hybrids (SSR markers) - Initial SSR analysis, 87% confirmed genuine hybrids No. of No. of Total SSR No. of true F1 Entry heterozygous homozygous loci screened hybrid plants SSRs SSRs P345 x Pi17 10 10 0 2/2 P345 x Ca00314 10 9 1 14/19 Nei9008 x Ca00314 10 7 3 31/33
  • 14. Crossing Block: DMR Maize Hybrids/Converted Lines 20 (Pi23 x P345) BC1F6 PDM resistant lines Pi23 parent (backcross for line conversion) Other maize parental line/s: good SCA for test-Hybrid cross
  • 15. Test-Hybrids: Screenhouse DMR Screening and PYT Initial cross: 4 test hybrids (Isabela and Bukidnon selections) 1301A and 1304B candidate hybrids:  Screenhouse DMR and preliminary agro-morpho (yield) MAS for QTL markers  Had 0% DM incidence 16 more test hybrids for evaluation
  • 16. Conclusion • Corn microsatellite (SSR and EST-SSR) and resistance gene analog (RGA) markers were successfully used to: purify parent lines and hybridization crosses to incorporate DMR derived from P345 and Nei9008 Re-establish genetic structure of RIL population for genetic mapping and in combined MAS breeding schemes • Resistance QTL were validated in multi-location DM screening. The major QTL in Chrom 8 was detected in UPLB. The mapping of multiple and location specific QTL suggests variation among DM isolates • Best performing DM resistant lines (Pi23xP345)BC1F7 and hybrids (1301A and 1304B) were identified and will be released as a registered new corn variety and/or genetic stock.
  • 17. MARKER-ASSISTED BREEDING: GENE PYRAMIDING Philippine Downy Mildew Resistance (PDMR) Bacterial Stalk Rot Resistance (BSRR) Quality Protein Maize (QPM)