CRP-GLDC updates on modernizing crop breeding programs …€¦ · global partnership with a...
Transcript of CRP-GLDC updates on modernizing crop breeding programs …€¦ · global partnership with a...
CRP-GLDC updates on modernizing crop breeding programs&Product Profiles (PPs)
Janila PasupuletiPrincipal Scientist (Groundnut Breeding) International Crops Research Institute for Semi-Arid Tropics (ICRISAT)Hyderabad – 502324
CRP-Grain Legume and Dry Land Cereals (CRP-GLDC)
http://gldc.cgiar.org/
The CGIAR Research Program on Grain Legumes and Dryland Cereals (GLDC) is a
global partnership with a Research for Development investment of US$413
million over five years (2018-2022).
The goal: GLDC aims is to increase the productivity, profitability, resilience and
marketability of critical and nutritious grain legumes and cereals within the
semi-arid and sub-humid dryland agroecologies of sub-Saharan Africa and
South Asia. These agroecologies are where poverty, malnutrition, climate
change and soil degradation are among the most acute globally.
9 crops: Chickpea, cowpea, pigeonpea, groundnut, lentil, Sorghum, pearl millet
and finger millet
13 priority countries Sub-Saharan Africa: Burkina Faso, Ethiopia, Malawi, Mali,
Mozambique, Niger, Nigeria, Sudan, Tanzania, Uganda and Zambia South Asia: India and Myanmar.
Four flagships.
CRP-GLDC & ICRISAT committed
to modernize breeding programs
by closely working with EiB.
Why do we need to modernize the crop breeding programs?OrIs ‘modernizing’ another buzz word?
Genom
ics
Mass
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Muta
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Wid
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Transg
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Phenom
ics
During last 12-15 years, research focus on delivery (seed
systems) and discovery (genomics) at CG dried the funds for
breeding pipelines that weekend the breeding programs at
CG. As a consequence disciplinary teams did not fully align
to the breeding pipelines.
Dom
est
ication
Modernization CG’s crop breeding programs is the need of the hour.Donor investment is a good news!
1. Designing Product Profiles – Developing a variety is not a chance event. Developing variety/parents is by design. Use a strategy to develop designed product starting from choice of parent, breeding method, etc.
2. Enhancing genetic gains, monitoring the progress3. Operational efficiency – value for resources and
time
Breeding teamBreeder – focus on
seed system
Disciplinary teamsGenomics, pathology, physiology, others engaged in basic research that may not feed to breeding pipelines
Breeding team aligned to PPBreeder – manage breeding
& testing pipelineGenomics – develop tools to
deliver product profilesPathology, physiology –
identify traits for selection, and phenotype
Biometrician etc.
Stage gate system of product delivery
Product profiles
CG + NARS partneshipfrom product design to
delivery
What will change?
Product and placement manager
Market, socio-
economic, extension, growers,
GIS, modeling
etc.
Low performing breeding pipelines
Product Advancement (Stage Descriptions)
Stage 1 Stage 2 Stage 3 Stage 4 Stage 5 Stage 6
Product Design Breeding Strategy & Optimization
Product Development & Testing #1
Product Testing #2
Product Multiplication Product Introductions
NARESCGIAR
Private Sector
Trait Family Key Economic TraitsTrait Value
Bench Mark Variety Assessment
Yield (Paddy) Yield 2-Must Have Trait
Mziva
Abiotic Stress Tolerance Drought tolerance 2-Must Have Trait
Mziva
Biotic Resistance (Fungal) Blast 2-Must Have Trait
PI2 & PI9
Biotic Resistance (Bacterial) BLB 2-Must Have Trait
Xa 5, Xa21
Yield (Economic)-Head Rice Head rice recovery 2-Must Have Trait
Makassane
Quality (Aroma) Aroma and flavour 1-Nice to Have
Chupa
Consumer Traits Amylose content 2-Must Have Trait
Chupa
Maturity Intermediate range 2-Must Have Trait
Mziva
Trait Value
1
2
3
Trait Value Descriptors
1) M'ziva is a released variety in Central Mozambique for rainfed ecosystem. 2) Aroma and flavour should be a must. 3) The HRR should be at least at the same level as Makassane (~75%). The traits are ranked by priority from the top.
1-“Nice to Have” are traits that are sometimes appreciated a limited segment of the market but in general the traits very little econmic impact across the broader market. Nice to have traits have the least economical value.
3-"Game Changer" or “Value Added” Traits are significant step-change traits that cause a radical shift in the market. Once the basic package is satisfied, these traits drive market acceptance. They are worth the most provided the basic trait need is satisfied.
= Mziva
= Mziva
2-Must Have Trait or “Basic” Traits are required by the market. An variety could not compete in the market place without these traits. The are a trait that need to be incorporated into the variety.
Discussion Notes
<= Chupa
Standard Evaluation Scale =< 3
= Makassane
CGIAR Variety Replacement Strategy
Market Leading Variety (Replacement): CHUPA (aroma and good flavour)
Trait Benchmarking Details
= Mziva
= Chupa; Nene is ultimate goal
IRRI Breeding Product Profiles (20% Breeding Program Focus)Country or Region: Central and North Mozambique
Market Slot: Rainfed Lowland Rice (semi to long grain)
Standard Evaluation Scale =< 3
1 2 3 4 5
Courtesy: George Kotch, EIB
ü Designing PP’s will not be any more a ‘breeder’s burden’. A multi-disciplinary team and multi-stakeholder engagement will desing the PP.
ü How do we engage multi-stakeholder and multi-disciplineary teams?
ü Crop Network Groups as Platform for product design (BPPs), strategy, development, testing, advancements & delivery (introductions)
ü Crop Networks engage multi-disciplinary teams from NARS, CG, ARI, Private Sector, NGOs and others.
ü Good news! IAVAO networks in WCA; OFID grant for groundnut network in Asia. Hybrid Parent Researh Consortium (HPRC) for Sorghum in Asia and ESA.
Product Profiles (BPPs)
1.Example of a PP developed for a targetbreeding zone in India
Consultations with multi-disciplinary teams of stakeholder were conducted for Pigeon pea and Finger millet at ICRISAT with support from EiB.
Enhancing genetic gains
1. Speed breeding/rapid generation turnover2. Choice of parents3. Assessing the genetic gain 4. Enhancing selection efficiency 5. Increasing heritability of trials
Speed breeding / rapid generation turn over
4-5 cycles per year through speed breeding facilities (manipulation of growing conditions temperature, light and photoperiod)
Single seed decent method of breeding amenable to RGT
Choice of parents – breeding by desing.
Key considerations
1. Is all variability useful? Large variability vs useful variability for target trait in the desirable range
2. Elite or adapted vs unadapted – Elite or adapted gene pool is first choice, if variability is available. When variability is not avialable in breeding gene pool or when broadening gene base for a trait (like disease resistance) is needed then upon the unadapted gene pool.
3. Recycling of elite lines as parents4. BMS will help in looking at pedigree and performance and/or genotype
simultaneously to make decisions on choice of parents.
• Breeding progress is measured by comparing finished lines, we estimated breeding progress during 1996-2010 for the ICRISAT bred groundnut varieties
• An annual pod yield increase of 6-53 kg/ha, equivalent to 0.22 to 2.4 % (0.75%) was recorded in Spanish Bunch varieties
• Scope to improve hundred seed weight and shelling outturn, in future to further enhance pod yield
Measure progress - For ex. genetic gain in ICRISAT’s Spanish types
Peanut processing
High Throughput Genotyping Platform (HTGP) @ 1.5 USD per sample for genotyping including DNA isolation
Hybridization
F2
:::::::::::
:::::::::::
Select parents and design hybridization nursery
Confirm F1 hybridity
Use markers for resistance to rust, LLS and high oleic in relevant crosses
F1
F3 I I I I I I IGenotype confirmed plant progeny rows
Plant tagging Leaf sample collectionGenotyping
Genotyping dataDecision on advancing, backcrossing
Phenotype selection from F3 onwards till F6-7
SNP ID Intertek SNP ID Trait Category
snpAH0002 GKAMFAD2B High oleic acid content
snpAH0004 GKAMA02GL582Late leaf spot
resistance
snpAH0005 GKAMA02GL975Late leaf spot
resistance
snpAH0010 GKAMA02GL829 Late leaf spot resistance
snpAH0011 GKAMA02GL779 Late leaf spot resistance
snpAH0015 GKAMA03QR786 Rust resistance
snpAH0017 GKAMA03QR517 Rust resistance
snpAH0018 GKAMA03QR796 Rust resistance
snpAH0021 GKAMA03QR661 Rust resistance
snpAH0026 GKAMA03GR173 Rust resistance
High Throughput Genotyping Platform
Peanut
processing
Robust and High Throughput Phenotyping for quality – XRF and NIRS
Constituent N* Mean Range Maths treatment RSQ** 1-VR#
Oil (%) 142 48.69 40.08-57.31 1,4,4,1 0.83 0.80
Protein (%) 114 27.68 19.73-35.64 4,6,6,1 0.87 0.75
Palmitic acid (%) 208 11.42 6.77-16.06 2,4,4,1 0.88 0.80
Oleic acid (%) 208 52.12 23.44-80.79 2,4,4,1 0.97 0.95
Linoleic acid (%) 208 27.12 2.77-51.46 2,4,4,1 0.97 0.95
Calibration equation for estimating different quality traits in whole groundnut kernels using NIRS
Early Generation Testing at target zones to fizsuperior allele combinations
Peanut processing
At Kadiri (FDR)
At KasbeDigraj(FDR)
At Junagadh (High Oleic) At Vijayapura
(drought tolerance)
Enables selection of progenies showing superior performance in target environments
Operational efficiency
1. Breeding Management System (BMS)2. Bar-code labelling and digital data capturing devices3. Mechanization and automation 4. Seed inventory system5. Quality control6. Standard operating procedures (SoP’s)
3.Data management systemsBar Code LabellingØ Use of hand held devices such as tablets with laser
scanners facilitates rapid data recording and transfer
Breeding Management System (BMS)Ø An application that combines data storage with
data analysis and retrieval, maintaining pedigree of entries, and nurseries including trial designing
Seed Inventory Management System
Seed Inventory Management System Ø Global inventory! Transparent! Ø Integrated with electronic weighing balances for
withdrawing seedsØ To adopt SIMS crop wise standardization is on
the way Current season offline inventory
information is requested to breedersInputs of location details of seed storage
is awaitedNomenclature for Stock and Lot ID is
awaitedØ Once information is available information will
be uploaded into SIMS in 4-6 Weeks
Seed processing
Regeneration nursery
Seed inventory management system
Long term store (100
seeds)
Medium term store
(1000 seeds)
Trails/nurseries
Short term store
Finished lines with a new
name
Quality Control and SOPs
Quality Control (QC) Ø QC processes for ICRISAT generated lines. Ø Genetic fingerprinting is the surest way for authenticity.
Standard operating procedures for groundnut breeding and testing.http://oar.icrisat.org/10653/1/Standard%20Operating%20Procedures.pdfStandard operating procedure for collecting leaf discs for SNP analysis through Intertek.
Thank you for your attention