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New tools for the characterization and
      improvement of cassava
               Contract Review

                15 April 2009

                 I Ingelbrecht

             IITA, Ibadan, Nigeria
Outline

 1.   Work plan achievement
 2.   Quality of science
 3.   Communication
 4.   Capacity building
 5.   Resource mobilization
 6.   Project management
 7.   Other professional activities
 8.   Personal effectiveness
Cassava

 Root crop; ranks 6th as source of
  carbohydrates globally (163 M ton/yr)
 Allopolyploid with disomic inheritance;
  2n=36
 C=700-800 Mbp
 Vegetatively propagated
 Grown in (sub)tropics of South Am.,
  Asia, and Sub Saharan Africa;
  introduced in SSA in 16th century
Cassava

                                   +
•   Resilient to adverse growth conditions (soil, drought)
•   Adaptable to range of agroecologies
•   Low maintenance
•   High yield potential (80 ton/ha)

                                    -
•   Pest & disease: virus (CMD & CBSD), whitefly, other
•   Highly heterozygous, vegetatively propagated
•   Root: main use, has low nutritional value
•   Long breeding cycle, shy flowering
Work plan achievement




                    1.   Workplan achievement
                    2.   Quality of science
                    3.   Communication
                    4.   Capacity building
                    5.   Resource mobilization
                    6.   Managing resources
                    7.   Other professional activities
                    8.   Personal effectiveness
Developing new tools for cassava
Why?
-   Contribute to IITA mission & community effort to enhance cassava R4D
-   Develop tools that will be useful to IITA for various applications and also by other
    groups; reduce dependence

How?
-   Strengthen local skills & capacities; balance outsourcing and in house research

What?
-   Regeneration and genetic transformation protocols for African landraces
-   A new vector for Agro-mediated transformation of dicots with derivatives
-   A cassava-specific DNA microarray: a tool for reverse genetics/gene discovery
-   EST-derived SSR markers for cassava
1.Transformation of farmer-preferred cassava
  for CBSD resistance

 Equatorial
  Guinea                     Uganda
                                       Kenya
       ROC
                  DRC

                             Tanzania




                              Malawi
                    Zambia

                              Mozambique

        CBSD devastating
        CBSD damaging
        CBSD reported




 A transgenics approach for resistance to Potyviruses previously used and
 grown commercially: eg papaya resistant to Papaya ringspot virus
Why target cassava landraces?
All current transformation protocols are for ‘model’ genotypes, not
used by farmers or breeders in Africa: excellent research tool but
limited application in the field

Bottleneck since current protocols are highly genotype-
dependent

       Develop protocol for (African) farmer-preferred lines

Ongoing efforts on cassava landrace transformation
(unpublished):

       - DDPSC, USA using FEC (based on Schopke et al., 1996)
       - KU, Denmark using cotyledons (based on Li et al., 1996)
       - CIAT, OSU, others?
Experimental Approach
- Produce SEs for cassava landraces (IITA)

- Develop new protocol for genetic transformation of cassava landrace
  (using GUS reporter gene) (IITA)

- Determine CBSV sequence from viral isolates from different countries
 (public domain; DSMZ)

- Make R-gene constructs; multiple constructs based on RNAi to aim for
  resistance to different viral isolates (IITA; DSMZ)

- Test R-genes in N benthamiana (DSMZ)

- Transform farmer-preferred cassava using CBSD resistance gene(s)
  (IITA)
Three basic steps in genetic transformation protocol:

1. In vitro shoot regeneration method

2. Gene transfer method: Agrobacterium-mediated

3. Selection and/or screening for transgenic shoots


Ideally, all steps are efficient (high % of success) and applicable to a range
of genotypes
Cassava regeneration/transformation
           Explants; e.g. immature leaf lobes



                                            Embryogenesis
                   Shoot organogenesis




                                                                            Secondary
                                                                                          SE  *
                                              Primary
                                                SE

  Multiple shoots




                                                                              Embryogenesis
                                                            Cotyledonary                          Friable embryogenic
                                                             stage SE   *                              Callus   *
                               Adventitious shoots
                                                                            Embryos                          Protoplasts



                                                                                                    Embryogenic
                                                                                                    suspensions
                                         Plantlets

Fig. modified from Zhang et al. 2006
Cassava genotypes


                                 In use by
 cultivar      CBSD   Origin
                                 farmers
 Albert        S      Tanzania   ?


 Kibaha        S      Tanzania   Yes

 TME 12        ND     WCA        Yes

 TMS 96/0160   S      IITA       Yes

 TME 117       T      Nigeria    Yes

 TME 1         S      Nigeria    Yes

 Kibandameno   S      ECA        Yes
Somatic embryogenesis

SE produced for 7 genotypes: 3 landraces from ESA
                             3 landraces from WCA
                             1 IITA elite line




     cv Albert              TME12
Summary cassava regeneration responses
           Explants; e.g. immature leaf lobes



                                             Embryogenesis   +/-
                   Shoot organogenesis




                                                                                            Secondary SE          *
                                            Primary
                                              SE
                                                                    ++++         ++++
  Multiple shoots
                                                                                           ++++




                                                                                                  Embryogenesis
                                                               ++          Cotyledonary                           Friable embryogenic
                                                                            stage SE   *                                Callus   *
                               Adventitious shoots
                                                                                             Embryos                         Protoplasts


                                                                     +/-                                              Embryogenic
                                                                               +/-  0 - 40%                           suspensions
                                         Plantlets                             ++   20 - 40%
Fig. modified from Zhang et al. 2006                                           ++++ >90%
Genetic transformation

- Optimized using GUS reporter gene from pOYE153

- Using organogenesis pathway with selection on Geneticin, recovered transgenic
  TME12 aka ‘Tokunbo’ (TE<0.1%); transgenics with uniform expression levels
  obtained:
            LEAF             ROOT              STEM




                                                                 STRONG




                                                                  WEAK
Transgenic ‘Tokunbo’ in greenhouse
GUS expressed in leaf, stem and petiole
GUS expression in tuber and fibrous roots
GUS expression in propagated ‘Tokunbo’ transgenic

~70 clones tested:




           1              14            28




                     13           27              41




           expression remains stable and high in all
           plants after ratooning
Also chimeric transgenics?
2. Transformation vector with CsVMV promoter
   cassette
Objective
Develop new Agro transformation vector with two different,
constitutive promoters; CaMV 35S and CsVMV

Characteristics

• Generic vector, can be used for various traits in various dicot species:
                - CBSD resistance                  - cassava
                - starch modification              - tobacco (N benthamiana)
                - herbicide tolerance, etc

• Promoters are oriented towards the border sequences to reduce
  unwanted gene silencing effects

• No repeats within the T-DNA to reduce gene silencing effects
- pCAMBIA2300 backbone

- Km gene for selection

- pCsVMV promoter cassette with polylinker for cloning gene of interest


             p35S
                                  pCsVMV
          nptll
                     pING71               polylinker for cloning:
                                    3’nos          - GUS
                      9.5 kb
            LB                                     - virus resistance
                                   RB              - starch
                                                   - etc
p35S         pCsVMV

                     GUS
nptll                         With GUS ORF for testing functionality
           pOYE153            of the construct
                      3’nos
             11.5
  LB                 RB
pCAMBIA2301   pOYE153

Tobacco




Cassava
F1 transgenic tobacco plants

            pOYE153         pCAMBIA2301




        pScVMV drives higher expression levels compared to
        p35S of pCAMBIA2301
p35S           pCsVMV
                    Intron
                      3’nos

nptll    pING71-IV    RB
            9.7                          With intron sequence for RNAi constructs
LB                                       (DSMZ)



  p35S             pCsVMV

                      CBSV-IR

          pRAJ42                         With CBSV Inverted Repeat
nptll                   3’nos
           11.1                          for CBSD resistance
LB                                       (IITA)
                       RB


                      + 2 other constructs targeting different viral isolates
Status cassava landrace transformation for CBSD

- Produce SEs for cassava landraces (IITA)                         OK

- Develop new protocol for genetic transformation of cassava       OK
  landrace (using GUS reporter gene) (IITA; KU)                    (TME12)

- Determine CBSV sequence from viral isolates from different       OK
 countries (public domain; DSMZ)

- Make R-gene constructs; multiple constructs based on RNAi        OK
  to aim for resistance to different viral isolates (IITA; DSMZ)

- Test R-genes in N benthamiana (DSMZ)                             ongoing

- Transform farmer-preferred cassava using CBSD resistance         ongoing
  gene(s) (IITA)
CBSD resistance is strain specific:
                  eg miRNA CBSV-Kenya in N benthamiana




Transgenic   miRNA-Ke   Empty vector miRNA-Ke   No        No

Infection    CBSV-Ke    CBSV-Ke     CBSV-Moz    CBSV-Ke   No
               R                       S!
3. a 14K custom cassava long oligo array

              a tool for gene discovery and
                   transcriptome analysis
Generic tool
       reverse genetics (genotype    phenotype)
       complements QTL & association mapping approaches
       cassava genome sequencing effort
       trait improvement through genetic transformation

Applications

1. Understanding function of genes/alleles/gene networks
2. Understanding allelic differences between gene families/varieties
3. Diagnostics
Target traits

    drought response
    plant-virus interactions
    cyanogenesis
    other
Previously

- Normalized cDNA libraries produced from control and water
  stressed tissues (leaf, root and stem tissue)
- 18,166 ESTs sequenced (5’end) and assembled in 8,577
  unigene set with functional annotation
                                                               Metabolism
                                     10.2%                                  Metabolism
                                      10.2%                    Energy
                                                                            Energy
         25.7%                                 4.0%
   25.7%                                              4.0% Cell growth, division DNA synthesis
                                                                            Cell growth, division DNA synthesis
                                                 2.1% 2.1%
                                                               TranscriptionTranscription
                                                 6.1% 6.1%
                                                               Protein synthesis
                                                                           Protein synthesis

                                                                 Protein destination
                                                  3.5% 3.5% destination
                                                        Protein

                                                                            Transport Facilitation
                                                            4.7% Facilitation
                                                             Transport
                                                  4.7%                      Cellular transport
11.2%                                                          Cellular transport
    11.2%                                                3.2%               Cellular Biogenesis
                                                 3.2%       Cellular Biogenesis
                                                         3.1%
  0.2%                                                                      Cellular communication/signal
                                                 3.1%                       transduction
        0.2%                                      3.1%         Cellular communication/signal
   1.6%                                                        transductionCell rescue, defense, death and
            8.7%                               3.1%
                                             6.1%                           ageing
         1.6%           0.1% 6.4%                              Cell rescue, defense, death and
                 8.7%                   6.1%                   ageing
                                                                            Ionic homeostasis
                         0.1% 6.4%
                                                               Ionic homeostasis
                                                                          Cellular Organization
- long oligo array: Agilent platform
- Why Agilent?
       * flexibility
       * accessibility
- Workflow:
                Design     Microarray
                           selection
                                                 ?         Informatics     Data

                Probe                                                     Feature
               Selection                 Biological                      extraction
                                         question

                    Microarray                                    Microarray
                      order                                       scanning
                                     Sample          Hybrid-
                                   preparation       ization



                                            Protocol
- Design and probe selection

      Input: ~ 40,000 cassava sequences:

             *   18,177 in house ESTs
             *   ~ 5,000 ESTs from root specific library (unpublished)
             *   remainder from public databases (EST, genomic, etc)
             *   ACMV and CBSV ORFs; Km ORF


      Unigene set established, orientation determined
Design summary


  Input Targets       14113
  Targets with Probe 13865

  Probe Length
  Shortest Probe 60.0
  Length Mean 60.0
  Length SD 0.0

  BC Scores                   (1 = good; 4= bad)
  BC_1 13473
  BC_2 360
  BC_3 13
  BC_4 19                            Output: 13,865 unique probes ~ 14K
  BC_poor 0                                  or ~ 25-50 % of cassava
                                             transcriptome
  Total Probes    13865
- Microarray selection

- Array architecture uploaded (eArray)

- 8x15K array format
- Hybridization and scanning




- Analysis: R Bioconductor
Transcriptome Analysis

A. ‘Diversity’: expression profiling of different cassava genotypes

     GENOTYPE          CHARACTERISTICS
     TME 3             Landrace, CMD resistant, parent of mapping population
     TME 117           Landrace, source of majority of ESTs
     TMS 96/0160       IITA breeding line, adopted in DR Congo, CBSD suscep.
     TMS 30572         IITA breeding line, widely adopted in SSA, CMD tol.
     TMS 96/1089A      IITA breeding line, resistant to CMD & CBSD*
     Kibaha            Tanzanian landrace, susceptible to CBSD
     Albert            Tanzanian cultivar, susceptible to CBSD
B. Different growth conditions: greenhouse versus in vitro
  (TMS 96/0160)

C. Healthy versus virus infected plant: ACMV and CBSV
      Eg TME 4
         CMD resist
         CBSD suscept
Genotype vs TC: dot plot: fold change vs adjusted P value
Virus infected vs healthy
Candidate gene lists


 Setname       Contrast                                         Cut Off1

 Short List    TMS_96/0160_mitS-Control                         0.05/2.0/1104
               TMS_96/0160_ohneS-Control                        0.05/2.0/168
               TMS_96/0160_mitS-TMS_96/0160_ohneS               0.05/2.0/635
               TME117_ohneS-Control                             0.05/2.0/406
               TME117_mitS-Control                              0.05/2.0/937

 1p-Value   threshold/Contrast threshold/Number of candidates
Description:
            TMS 96/0160_ohneS - control
             FDR=0.05; |Contrast|>=2

                                                    Fold
Clone ID   Gene Name
                                                   change
79002281   gb_CL1576Contig1.1.KVL45FFC7CB0000...     2.6
79008123   gb_CBSV_6K2                               2.6
79001735   BM260324.1                                2.6
79011094   gb_CL1046Contig1.1.KVL45FFC7CB0000...     2.6
79013282   gb_CL198Contig2.1.KVL45FFC7CB0000019B     2.8
79014250   CK640993.1                                2.9
79004173   gb_CL1734Contig1.1.KVL45FFC7CB0000...     3.0
79006640   DV447666.1                                3.0
79004438   gb_CL1351Contig1.1.KVL45FFC7CB0000...     3.1
79011755   CK652281.1                                3.1
79015613   BI325199.1                                3.1
79009153   gb_CL1647Contig1.1.KVL45FFC7CB0000...     3.8
79006299   gb_CBSV_CP                                4.9
Cassava Transcriptome Analysis - Summary


1. 14K Cassava-specific long oligo microarray developed

2. Microarray passed all QC, hybridization and detection limit is as expected

3. Results:

-   Differential gene expression between varieties limited (~0.1% DEG)
-   Profound effect of growth conditions on differential gene expression
-   Sensitivity comparable or exceeds that of PCR: diagnostics tool
4. Marker development
Objective
Number of markers for cassava limited; eg current map has
~ 400 markers; typically many 1000ds for non orphan crops

Contribute to the community effort to develop additional molecular
markers for cassava

• In silico identification of COS, SNPs and SSRs from EST unigene dataset

• 646 candidate EST-SSRs; duplicates with existing SSRs (CIAT collection)
  eliminated; primers designed for 346 ESTs

• Candidate SNP markers + trace files provided to CBL colleagues
Workflow EST-SSR validation

        Total number of EST sequences investigated: 18,166
        Number of unigenes used for in silico identification of SSRs: 8,577
        Total number of unique SSR loci appropriate for primer modeling: 646 (3.3%)



                       Number of candidate SSR investigated : 346


               PCR successful: ~ 90%                   Failed PCR: ~ 10%



  PCR products with expected sizes                 Amplification of introns

                                                                     > 500 bp

                                                                 Eliminate

                                Screen on diversity panel
Two panels
‘Africa’ panel: cassava elite lines and landraces from Africa

‘global’ panel: cassava from Africa, LA, Asia plus wild species,
                and castor bean plus leafy spurge

Markers screened for polymporhism

     Different levels of resolution:

     SFR < PAGE < ABI3100 < DNA sequence
SFR


           M 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 1718 19 20 21 22 23 24




           1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 M




      Used for PCR optimization + screen for P using diverse panel:

      All 346 primer pairs PCR optimized and screened on SFR gels
Polymorhism & cross species transferability
SET 1 – panel 2                         SET 3 – panel 2
           M          20 (23%)                    M          26 (33%)
           P          66 (77%)                    P          53 (67%)
           NA          3                          NA         11
           NS          2                          NS           2
           LONG        6                          LONG         3

For set 1 and 3; a total of 119 markers are P

For set 3: 80 of 85 markers amplify wild Manihot species ~ 94%
           13 of 85 and 9 of 85 amplify castor and leafy spurge resp. or 15 and 10%

        TME117    TME419    M.          M.             M.          Castor   Leafy
                            epruinosa   brachyandra    glaziovii   bean     spurge
          97%       94%        85%          87%          91%        15%      11%
Fluorescent genotyping (ABI3100)

On a subset of P markers

  To estimate # allele and their sizes

  To develop fingerprinting kit
Primer   Primer   # alleles
  No     name     per locus   Allele sizes                                  Predicted size
  4       AT27       2        168, 170                                           166

  5       AT45       2        210, 213                                           212

  6       AT47       7        128, 132, 136, 153, 155, 157, 175                  154

  8      AT101       8        147, 149, 152, 157, 158, 163, 160                  157
  12     AT158       7        200, 202, 205, 209, 210, 211, 225                  208
  13     AAG54       8        157, 158, 159, 161, 167, 170, 173                  165
  15     AGA49       6        183, 190, 193,196, 199,204                         198
  16     AGA87       3        184, 198, 200                                      199

  18     AGA157      4        249, 252, 260                                      250
  20      CT19       4        169, 174, 184                                      183
  21      CT22       5        207, 209, 214, 222                                 212
  24      CT65       8        216, 243, 247, 249, 251, 253,                      247
  25      CT75       4        188,191,192,197                                    190
  26      CT83       7        139, 145, 146, 142, 147, 148, 149, 152             150

  27     CT109       3        164,168, 170                                       169

  28     CT118       4        188, 192, 200, 202,                                201
  29     CT129       9        192, 198, 200, 204, 208, 210, 212, 216, 218        201
  30     CAT46       4        220, 223, 226, 229                                 229
  32     CTT15       3        170, 173, 177                                      173
  34     GCA94       2        177, 182                                           179
DNA sequencing of alleles
Eg CT109

        Genotype       # clones sequenced        # alleles   Allele sizes
        Nachinaya                4                  3          169, 171
        CM6740-7                 6                  5          169, 171
        TMS30572                 3                  3        167, 169, 171
        M epruinosa              5                  5          166, 171



    Overall size range:                     166-171
    Cassava only size range:                167-171

    Overall unique alleles:                 12
    Cassava only unique alleles             7

    Overall allele sizes:                   166, 167, 169, 171
    Cassava only allele sizes:              167, 169, 171
Eg TC31
                Genotype       # clones sequenced   # alleles
                  TME7                  8              7
                  MTai7                 4              4
                TMS30572                3              3
                M glaziovii             5            4 or 5
               M brachyandra            9              8
                M epruinosa             5              5



          Overall size range:                  168-194
          Cassava only size range:             168-182

          Cassava only unique alleles          14
TC31 allele phylogenetic tree
                                                   MTai3
                                                   MTai4
                                                   TME117
                                                   TMS30572_ 1
                                                   TMS30572_ 2
                                                   TMS30572_ 3
                                                   MTai2
                                                   MTai1
                                                   TME7_4        cassava
                                                   TME7_6
                                                   TME7_3
                                                   TME7_1
                                                   TME7_2
                                                   TME7_7
                                                   TME7_8
                                                   TME7_5
                                                   Mglaz4
                                                   Mglaz5
                                                   Mglaz3
                                                   Mglaz1
                                                   Mglaz2
                                                   Mepru 1
                                                   Mepru 2
                                                   Mepru 3
                                                   Mepru 4       wild
                                                   Mbrac h5
                                                   Mbrac h3      manihot
                                                   Mbrac h1
                                                   Mepru 5
                                                   Mbrac h8
                                                   Mbrac h2
                                                   Mbrac h4
                                                   Mbrac h6
                                                   Mbrac h7
4.9

       4                           2           0
            Nucleotide Sub stitutions (x100)
Conclusions

- In total ~180 new polymorphic SSR markers (SFR)

- EST-SSRs transferable to other Manihot species but less to
  other genera in Euphorbs

   TME117   TME419   M.          M.            M.          Castor   Leafy
                     epruinosa   brachyandra   glaziovii   bean     spurge


    97%      94%       85%          87%          91%        15%      11%


- More than 2 alleles/genotype in the marker/genotype
  combinations examined so far!         all multigene
  families or ploidy in cassava higher than generally accepted
Quality of science




                     1.   Workplan achievement
                     2.   Quality of science
                     3.   Communication
                     4.   Capacity building
                     5.   Resource mobilization
                     6.   Managing resources
                     7.   Other professional activities
                     8.   Personal effectiveness
Bibliography
- Six articles published in refereed journals
- One article in R4D Review, 2nd Ed.
- Cowpea transposon sequences submitted to NCBI, USA with Acc No.
- Eleven abstracts (9 with poster) at various meetings
- Five manuscripts in preparation for refereed journals

Invited presentations
- Six invited presentations at (inter)national meetings in Uganda, Mozambique,
  Tanzania, Belgium and USA (2).

Paper review (external)
- Eight manuscripts for international Scientific Journals
- Two proposals for granting agencies (NSF, USA; AARI, Canada)
Communications




                 1.   Workplan achievement
                 2.   Quality of science
                 3.   Communication
                 4.   Capacity building
                 5.   Resource mobilization
                 6.   Managing resources
                 7.   Other professional activities
                 8.   Personal effectiveness
• Attended to CBL visitors (donors, collaborators, etc) with on
  average one visit every 1 to 2 weeks

• Gave two interviews on agricultural biotechnology, to NTA and
  BBC

• Wrote one article for ‘R4D review, 2nd Ed (2009); provided
  inputs for a second

• Contributed to DVD on IITAs R4D program:
      ‘Award winning Research for Development’
Capacity building




                    1.   Workplan achievement
                    2.   Quality of science
                    3.   Communication
                    4.   Capacity building
                    5.   Resource mobilization
                    6.   Managing resources
                    7.   Other professional activities
                    8.   Personal effectiveness
Trained 4 undergraduate students and 6 graduate students (4 MSc and 2 Phd)

Trained 3 technical staff in various biotechnologies

Hosted 4 external professionals for hands-on capacity building

Resource person at workshop on ‘Recent Advances in the Applications of
Molecular Markers in Tropical Agriculture’ and invited the WABWS to jointly organize
this workshop with IITA

Lab Safety Training: 59 lab users attended the CBL Lab Safety Training
between June 2006 and March 2009; also used at NRCRI, Nigeria

Organized training course on ‘Working with radioactive chemicals’ at IITA with
external resource people from the NNRA
Resource mobilization




                        1.   Workplan achievement
                        2.   Quality of science
                        3.   Communication
                        4.   Capacity building
                        5.   Resource mobilization
                        6.   Managing resources
                        7.   Other professional activities
                        8.   Personal effectiveness
Projects funded

•   BioCassava Plus. Supplemental Grant. Bill and Melinda Gates Foundation. With Dr
    Maziya-Dixon. 2008-2010

•   Cassava genetic transformation for the longevity of cassava brown streak resistance
    in Tanzania. Partners: IITA-Tanzania; Mikocheni Agricultural Research Institute,
    Tanzania. RF. 2007-2009. With Drs Herron, Ndunguru

    Linking phenotypes with genotypes: development and validation of a genome-wide
    DNA microarray as a reverse genetics tool in cassava (Manihot esculenta L Crantz).
    2009 IITA Opportunity Grant. With Drs Gedil, Raji, Hearne and Franco


Proposal submitted
    Enhancement of iron and zinc contents of cassava (Manihot esculenta Crantz) by soil
    bacteria and bacterial secondary metabolites. With ETH, Switzerland

(Additional 5 proposals or CN submitted; not funded/considered)
Managing resources




                     1.   Workplan achievement
                     2.   Quality of science
                     3.   Communication
                     4.   Capacity building
                     5.   Resource mobilization
                     6.   Managing resources
                     7.   Other professional activities
                     8.   Personal effectiveness
• Established charge back system in CBL through bench fee and
  service charges for cost recovery as recommended by the IITA
  admin ($ 67,861 recovered for 2007-2008)

• Streamlining of procurement and inventories in CBL; worked with
  Supply Chain for inventory of the CBL chemical and supply
  stores

• Balanced special projects budgets
Other professional activities




                       1.   Workplan achievement
                       2.   Quality of science
                       3.   Communication
                       4.   Capacity building
                       5.   Resource mobilization
                       6.   Managing resources
                       7.   Other professional activities
                       8.   Personal effectiveness
• Assistant Editor: In Vitro Cellular and Developmental Biology – Plant

• Ad hoc reviewer of papers for international scientific journals and
  granting agencies such as NSF, USA.

• Member RDC

• Collaboration with IITA Genebank, MARI-Tanzania and WARDA, Benin
Personnel effectiveness




                     1.   Workplan achievement
                     2.   Quality of science
                     3.   Communication
                     4.   Capacity building
                     5.   Resource mobilization
                     6.   Managing resources
                     7.   Other professional activities
                     8.   Personal effectiveness
•   Manage facilities, oversee procurement and inventory of common items
    and the CBL support staff:

     • hold regular lab meetings with CBL scientists
     • regular updating of booklet ‘Operational Guidelines of CBL’
     • re-established a hot lab facility and renewed license for use of
       radiochemical at IITA with support from DDG-Support and IITA Safety
       committee
     • jointly with colleagues, developed draft plan for CBL refurbishment
     • CBL has been accident-free with enabling environment for biotech
       research

•   Act for IITA admin when requested

•   Timely response to requests for inputs by CGO, PPS, Supply Chain and
    IITA admin

    Member of IITA’s procurement committee
Future planning

- Use tools for product development; move from ‘output’ to ‘outcome’
    eg - cassava landrace with useful traits via genetic transformation
        - microsatellite-based fingerprinting kit for the characterization of
          cassava genetic resources


- Expand role of the Biotech Lab in Ibadan to serve as a research center
  for national programs, other institutions (beyond traditional IITA
  mandate crops)
Acknowledgements

IITA, Nigeria
  A Raji
  O Oyelakin
  B Odeseye
  F Kolade
  J Opabode
  U Okechukwu

                DSMZ, Germany
                S Winter

                           KU, Denmark
                           S Bak
                           K Jorgensen
                           J Gorodkin
                           B Moller

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New tools for the characterization and improvement of cassava

  • 1. New tools for the characterization and improvement of cassava Contract Review 15 April 2009 I Ingelbrecht IITA, Ibadan, Nigeria
  • 2. Outline 1. Work plan achievement 2. Quality of science 3. Communication 4. Capacity building 5. Resource mobilization 6. Project management 7. Other professional activities 8. Personal effectiveness
  • 3. Cassava  Root crop; ranks 6th as source of carbohydrates globally (163 M ton/yr)  Allopolyploid with disomic inheritance; 2n=36  C=700-800 Mbp  Vegetatively propagated  Grown in (sub)tropics of South Am., Asia, and Sub Saharan Africa; introduced in SSA in 16th century
  • 4. Cassava + • Resilient to adverse growth conditions (soil, drought) • Adaptable to range of agroecologies • Low maintenance • High yield potential (80 ton/ha) - • Pest & disease: virus (CMD & CBSD), whitefly, other • Highly heterozygous, vegetatively propagated • Root: main use, has low nutritional value • Long breeding cycle, shy flowering
  • 5. Work plan achievement 1. Workplan achievement 2. Quality of science 3. Communication 4. Capacity building 5. Resource mobilization 6. Managing resources 7. Other professional activities 8. Personal effectiveness
  • 6. Developing new tools for cassava Why? - Contribute to IITA mission & community effort to enhance cassava R4D - Develop tools that will be useful to IITA for various applications and also by other groups; reduce dependence How? - Strengthen local skills & capacities; balance outsourcing and in house research What? - Regeneration and genetic transformation protocols for African landraces - A new vector for Agro-mediated transformation of dicots with derivatives - A cassava-specific DNA microarray: a tool for reverse genetics/gene discovery - EST-derived SSR markers for cassava
  • 7. 1.Transformation of farmer-preferred cassava for CBSD resistance Equatorial Guinea Uganda Kenya ROC DRC Tanzania Malawi Zambia Mozambique CBSD devastating CBSD damaging CBSD reported A transgenics approach for resistance to Potyviruses previously used and grown commercially: eg papaya resistant to Papaya ringspot virus
  • 8. Why target cassava landraces? All current transformation protocols are for ‘model’ genotypes, not used by farmers or breeders in Africa: excellent research tool but limited application in the field Bottleneck since current protocols are highly genotype- dependent Develop protocol for (African) farmer-preferred lines Ongoing efforts on cassava landrace transformation (unpublished): - DDPSC, USA using FEC (based on Schopke et al., 1996) - KU, Denmark using cotyledons (based on Li et al., 1996) - CIAT, OSU, others?
  • 9. Experimental Approach - Produce SEs for cassava landraces (IITA) - Develop new protocol for genetic transformation of cassava landrace (using GUS reporter gene) (IITA) - Determine CBSV sequence from viral isolates from different countries (public domain; DSMZ) - Make R-gene constructs; multiple constructs based on RNAi to aim for resistance to different viral isolates (IITA; DSMZ) - Test R-genes in N benthamiana (DSMZ) - Transform farmer-preferred cassava using CBSD resistance gene(s) (IITA)
  • 10. Three basic steps in genetic transformation protocol: 1. In vitro shoot regeneration method 2. Gene transfer method: Agrobacterium-mediated 3. Selection and/or screening for transgenic shoots Ideally, all steps are efficient (high % of success) and applicable to a range of genotypes
  • 11. Cassava regeneration/transformation Explants; e.g. immature leaf lobes Embryogenesis Shoot organogenesis Secondary SE * Primary SE Multiple shoots Embryogenesis Cotyledonary Friable embryogenic stage SE * Callus * Adventitious shoots Embryos Protoplasts Embryogenic suspensions Plantlets Fig. modified from Zhang et al. 2006
  • 12. Cassava genotypes In use by cultivar CBSD Origin farmers Albert S Tanzania ? Kibaha S Tanzania Yes TME 12 ND WCA Yes TMS 96/0160 S IITA Yes TME 117 T Nigeria Yes TME 1 S Nigeria Yes Kibandameno S ECA Yes
  • 13. Somatic embryogenesis SE produced for 7 genotypes: 3 landraces from ESA 3 landraces from WCA 1 IITA elite line cv Albert TME12
  • 14. Summary cassava regeneration responses Explants; e.g. immature leaf lobes Embryogenesis +/- Shoot organogenesis Secondary SE * Primary SE ++++ ++++ Multiple shoots ++++ Embryogenesis ++ Cotyledonary Friable embryogenic stage SE * Callus * Adventitious shoots Embryos Protoplasts +/- Embryogenic +/- 0 - 40% suspensions Plantlets ++ 20 - 40% Fig. modified from Zhang et al. 2006 ++++ >90%
  • 15. Genetic transformation - Optimized using GUS reporter gene from pOYE153 - Using organogenesis pathway with selection on Geneticin, recovered transgenic TME12 aka ‘Tokunbo’ (TE<0.1%); transgenics with uniform expression levels obtained: LEAF ROOT STEM STRONG WEAK
  • 17. GUS expressed in leaf, stem and petiole
  • 18. GUS expression in tuber and fibrous roots
  • 19. GUS expression in propagated ‘Tokunbo’ transgenic ~70 clones tested: 1 14 28 13 27 41 expression remains stable and high in all plants after ratooning
  • 21. 2. Transformation vector with CsVMV promoter cassette Objective Develop new Agro transformation vector with two different, constitutive promoters; CaMV 35S and CsVMV Characteristics • Generic vector, can be used for various traits in various dicot species: - CBSD resistance - cassava - starch modification - tobacco (N benthamiana) - herbicide tolerance, etc • Promoters are oriented towards the border sequences to reduce unwanted gene silencing effects • No repeats within the T-DNA to reduce gene silencing effects
  • 22. - pCAMBIA2300 backbone - Km gene for selection - pCsVMV promoter cassette with polylinker for cloning gene of interest p35S pCsVMV nptll pING71 polylinker for cloning: 3’nos - GUS 9.5 kb LB - virus resistance RB - starch - etc
  • 23. p35S pCsVMV GUS nptll With GUS ORF for testing functionality pOYE153 of the construct 3’nos 11.5 LB RB
  • 24. pCAMBIA2301 pOYE153 Tobacco Cassava
  • 25. F1 transgenic tobacco plants pOYE153 pCAMBIA2301 pScVMV drives higher expression levels compared to p35S of pCAMBIA2301
  • 26. p35S pCsVMV Intron 3’nos nptll pING71-IV RB 9.7 With intron sequence for RNAi constructs LB (DSMZ) p35S pCsVMV CBSV-IR pRAJ42 With CBSV Inverted Repeat nptll 3’nos 11.1 for CBSD resistance LB (IITA) RB + 2 other constructs targeting different viral isolates
  • 27. Status cassava landrace transformation for CBSD - Produce SEs for cassava landraces (IITA) OK - Develop new protocol for genetic transformation of cassava OK landrace (using GUS reporter gene) (IITA; KU) (TME12) - Determine CBSV sequence from viral isolates from different OK countries (public domain; DSMZ) - Make R-gene constructs; multiple constructs based on RNAi OK to aim for resistance to different viral isolates (IITA; DSMZ) - Test R-genes in N benthamiana (DSMZ) ongoing - Transform farmer-preferred cassava using CBSD resistance ongoing gene(s) (IITA)
  • 28. CBSD resistance is strain specific: eg miRNA CBSV-Kenya in N benthamiana Transgenic miRNA-Ke Empty vector miRNA-Ke No No Infection CBSV-Ke CBSV-Ke CBSV-Moz CBSV-Ke No R S!
  • 29. 3. a 14K custom cassava long oligo array a tool for gene discovery and transcriptome analysis Generic tool reverse genetics (genotype phenotype) complements QTL & association mapping approaches cassava genome sequencing effort trait improvement through genetic transformation Applications 1. Understanding function of genes/alleles/gene networks 2. Understanding allelic differences between gene families/varieties 3. Diagnostics
  • 30. Target traits drought response plant-virus interactions cyanogenesis other
  • 31. Previously - Normalized cDNA libraries produced from control and water stressed tissues (leaf, root and stem tissue) - 18,166 ESTs sequenced (5’end) and assembled in 8,577 unigene set with functional annotation Metabolism 10.2% Metabolism 10.2% Energy Energy 25.7% 4.0% 25.7% 4.0% Cell growth, division DNA synthesis Cell growth, division DNA synthesis 2.1% 2.1% TranscriptionTranscription 6.1% 6.1% Protein synthesis Protein synthesis Protein destination 3.5% 3.5% destination Protein Transport Facilitation 4.7% Facilitation Transport 4.7% Cellular transport 11.2% Cellular transport 11.2% 3.2% Cellular Biogenesis 3.2% Cellular Biogenesis 3.1% 0.2% Cellular communication/signal 3.1% transduction 0.2% 3.1% Cellular communication/signal 1.6% transductionCell rescue, defense, death and 8.7% 3.1% 6.1% ageing 1.6% 0.1% 6.4% Cell rescue, defense, death and 8.7% 6.1% ageing Ionic homeostasis 0.1% 6.4% Ionic homeostasis Cellular Organization
  • 32. - long oligo array: Agilent platform - Why Agilent? * flexibility * accessibility - Workflow: Design Microarray selection ? Informatics Data Probe Feature Selection Biological extraction question Microarray Microarray order scanning Sample Hybrid- preparation ization Protocol
  • 33. - Design and probe selection Input: ~ 40,000 cassava sequences: * 18,177 in house ESTs * ~ 5,000 ESTs from root specific library (unpublished) * remainder from public databases (EST, genomic, etc) * ACMV and CBSV ORFs; Km ORF Unigene set established, orientation determined
  • 34. Design summary Input Targets 14113 Targets with Probe 13865 Probe Length Shortest Probe 60.0 Length Mean 60.0 Length SD 0.0 BC Scores (1 = good; 4= bad) BC_1 13473 BC_2 360 BC_3 13 BC_4 19 Output: 13,865 unique probes ~ 14K BC_poor 0 or ~ 25-50 % of cassava transcriptome Total Probes 13865
  • 35. - Microarray selection - Array architecture uploaded (eArray) - 8x15K array format
  • 36. - Hybridization and scanning - Analysis: R Bioconductor
  • 37. Transcriptome Analysis A. ‘Diversity’: expression profiling of different cassava genotypes GENOTYPE CHARACTERISTICS TME 3 Landrace, CMD resistant, parent of mapping population TME 117 Landrace, source of majority of ESTs TMS 96/0160 IITA breeding line, adopted in DR Congo, CBSD suscep. TMS 30572 IITA breeding line, widely adopted in SSA, CMD tol. TMS 96/1089A IITA breeding line, resistant to CMD & CBSD* Kibaha Tanzanian landrace, susceptible to CBSD Albert Tanzanian cultivar, susceptible to CBSD
  • 38. B. Different growth conditions: greenhouse versus in vitro (TMS 96/0160) C. Healthy versus virus infected plant: ACMV and CBSV Eg TME 4 CMD resist CBSD suscept
  • 39. Genotype vs TC: dot plot: fold change vs adjusted P value
  • 40. Virus infected vs healthy
  • 41. Candidate gene lists Setname Contrast Cut Off1 Short List TMS_96/0160_mitS-Control 0.05/2.0/1104 TMS_96/0160_ohneS-Control 0.05/2.0/168 TMS_96/0160_mitS-TMS_96/0160_ohneS 0.05/2.0/635 TME117_ohneS-Control 0.05/2.0/406 TME117_mitS-Control 0.05/2.0/937 1p-Value threshold/Contrast threshold/Number of candidates
  • 42. Description: TMS 96/0160_ohneS - control FDR=0.05; |Contrast|>=2 Fold Clone ID Gene Name change 79002281 gb_CL1576Contig1.1.KVL45FFC7CB0000... 2.6 79008123 gb_CBSV_6K2 2.6 79001735 BM260324.1 2.6 79011094 gb_CL1046Contig1.1.KVL45FFC7CB0000... 2.6 79013282 gb_CL198Contig2.1.KVL45FFC7CB0000019B 2.8 79014250 CK640993.1 2.9 79004173 gb_CL1734Contig1.1.KVL45FFC7CB0000... 3.0 79006640 DV447666.1 3.0 79004438 gb_CL1351Contig1.1.KVL45FFC7CB0000... 3.1 79011755 CK652281.1 3.1 79015613 BI325199.1 3.1 79009153 gb_CL1647Contig1.1.KVL45FFC7CB0000... 3.8 79006299 gb_CBSV_CP 4.9
  • 43. Cassava Transcriptome Analysis - Summary 1. 14K Cassava-specific long oligo microarray developed 2. Microarray passed all QC, hybridization and detection limit is as expected 3. Results: - Differential gene expression between varieties limited (~0.1% DEG) - Profound effect of growth conditions on differential gene expression - Sensitivity comparable or exceeds that of PCR: diagnostics tool
  • 44. 4. Marker development Objective Number of markers for cassava limited; eg current map has ~ 400 markers; typically many 1000ds for non orphan crops Contribute to the community effort to develop additional molecular markers for cassava • In silico identification of COS, SNPs and SSRs from EST unigene dataset • 646 candidate EST-SSRs; duplicates with existing SSRs (CIAT collection) eliminated; primers designed for 346 ESTs • Candidate SNP markers + trace files provided to CBL colleagues
  • 45. Workflow EST-SSR validation Total number of EST sequences investigated: 18,166 Number of unigenes used for in silico identification of SSRs: 8,577 Total number of unique SSR loci appropriate for primer modeling: 646 (3.3%) Number of candidate SSR investigated : 346 PCR successful: ~ 90% Failed PCR: ~ 10% PCR products with expected sizes Amplification of introns > 500 bp Eliminate Screen on diversity panel
  • 46. Two panels ‘Africa’ panel: cassava elite lines and landraces from Africa ‘global’ panel: cassava from Africa, LA, Asia plus wild species, and castor bean plus leafy spurge Markers screened for polymporhism Different levels of resolution: SFR < PAGE < ABI3100 < DNA sequence
  • 47. SFR M 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 1718 19 20 21 22 23 24 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 M Used for PCR optimization + screen for P using diverse panel: All 346 primer pairs PCR optimized and screened on SFR gels
  • 48. Polymorhism & cross species transferability SET 1 – panel 2 SET 3 – panel 2 M 20 (23%) M 26 (33%) P 66 (77%) P 53 (67%) NA 3 NA 11 NS 2 NS 2 LONG 6 LONG 3 For set 1 and 3; a total of 119 markers are P For set 3: 80 of 85 markers amplify wild Manihot species ~ 94% 13 of 85 and 9 of 85 amplify castor and leafy spurge resp. or 15 and 10% TME117 TME419 M. M. M. Castor Leafy epruinosa brachyandra glaziovii bean spurge 97% 94% 85% 87% 91% 15% 11%
  • 49. Fluorescent genotyping (ABI3100) On a subset of P markers To estimate # allele and their sizes To develop fingerprinting kit
  • 50. Primer Primer # alleles No name per locus Allele sizes Predicted size 4 AT27 2 168, 170 166 5 AT45 2 210, 213 212 6 AT47 7 128, 132, 136, 153, 155, 157, 175 154 8 AT101 8 147, 149, 152, 157, 158, 163, 160 157 12 AT158 7 200, 202, 205, 209, 210, 211, 225 208 13 AAG54 8 157, 158, 159, 161, 167, 170, 173 165 15 AGA49 6 183, 190, 193,196, 199,204 198 16 AGA87 3 184, 198, 200 199 18 AGA157 4 249, 252, 260 250 20 CT19 4 169, 174, 184 183 21 CT22 5 207, 209, 214, 222 212 24 CT65 8 216, 243, 247, 249, 251, 253, 247 25 CT75 4 188,191,192,197 190 26 CT83 7 139, 145, 146, 142, 147, 148, 149, 152 150 27 CT109 3 164,168, 170 169 28 CT118 4 188, 192, 200, 202, 201 29 CT129 9 192, 198, 200, 204, 208, 210, 212, 216, 218 201 30 CAT46 4 220, 223, 226, 229 229 32 CTT15 3 170, 173, 177 173 34 GCA94 2 177, 182 179
  • 51. DNA sequencing of alleles Eg CT109 Genotype # clones sequenced # alleles Allele sizes Nachinaya 4 3 169, 171 CM6740-7 6 5 169, 171 TMS30572 3 3 167, 169, 171 M epruinosa 5 5 166, 171 Overall size range: 166-171 Cassava only size range: 167-171 Overall unique alleles: 12 Cassava only unique alleles 7 Overall allele sizes: 166, 167, 169, 171 Cassava only allele sizes: 167, 169, 171
  • 52. Eg TC31 Genotype # clones sequenced # alleles TME7 8 7 MTai7 4 4 TMS30572 3 3 M glaziovii 5 4 or 5 M brachyandra 9 8 M epruinosa 5 5 Overall size range: 168-194 Cassava only size range: 168-182 Cassava only unique alleles 14
  • 53. TC31 allele phylogenetic tree MTai3 MTai4 TME117 TMS30572_ 1 TMS30572_ 2 TMS30572_ 3 MTai2 MTai1 TME7_4 cassava TME7_6 TME7_3 TME7_1 TME7_2 TME7_7 TME7_8 TME7_5 Mglaz4 Mglaz5 Mglaz3 Mglaz1 Mglaz2 Mepru 1 Mepru 2 Mepru 3 Mepru 4 wild Mbrac h5 Mbrac h3 manihot Mbrac h1 Mepru 5 Mbrac h8 Mbrac h2 Mbrac h4 Mbrac h6 Mbrac h7 4.9 4 2 0 Nucleotide Sub stitutions (x100)
  • 54. Conclusions - In total ~180 new polymorphic SSR markers (SFR) - EST-SSRs transferable to other Manihot species but less to other genera in Euphorbs TME117 TME419 M. M. M. Castor Leafy epruinosa brachyandra glaziovii bean spurge 97% 94% 85% 87% 91% 15% 11% - More than 2 alleles/genotype in the marker/genotype combinations examined so far! all multigene families or ploidy in cassava higher than generally accepted
  • 55. Quality of science 1. Workplan achievement 2. Quality of science 3. Communication 4. Capacity building 5. Resource mobilization 6. Managing resources 7. Other professional activities 8. Personal effectiveness
  • 56. Bibliography - Six articles published in refereed journals - One article in R4D Review, 2nd Ed. - Cowpea transposon sequences submitted to NCBI, USA with Acc No. - Eleven abstracts (9 with poster) at various meetings - Five manuscripts in preparation for refereed journals Invited presentations - Six invited presentations at (inter)national meetings in Uganda, Mozambique, Tanzania, Belgium and USA (2). Paper review (external) - Eight manuscripts for international Scientific Journals - Two proposals for granting agencies (NSF, USA; AARI, Canada)
  • 57. Communications 1. Workplan achievement 2. Quality of science 3. Communication 4. Capacity building 5. Resource mobilization 6. Managing resources 7. Other professional activities 8. Personal effectiveness
  • 58. • Attended to CBL visitors (donors, collaborators, etc) with on average one visit every 1 to 2 weeks • Gave two interviews on agricultural biotechnology, to NTA and BBC • Wrote one article for ‘R4D review, 2nd Ed (2009); provided inputs for a second • Contributed to DVD on IITAs R4D program: ‘Award winning Research for Development’
  • 59. Capacity building 1. Workplan achievement 2. Quality of science 3. Communication 4. Capacity building 5. Resource mobilization 6. Managing resources 7. Other professional activities 8. Personal effectiveness
  • 60. Trained 4 undergraduate students and 6 graduate students (4 MSc and 2 Phd) Trained 3 technical staff in various biotechnologies Hosted 4 external professionals for hands-on capacity building Resource person at workshop on ‘Recent Advances in the Applications of Molecular Markers in Tropical Agriculture’ and invited the WABWS to jointly organize this workshop with IITA Lab Safety Training: 59 lab users attended the CBL Lab Safety Training between June 2006 and March 2009; also used at NRCRI, Nigeria Organized training course on ‘Working with radioactive chemicals’ at IITA with external resource people from the NNRA
  • 61. Resource mobilization 1. Workplan achievement 2. Quality of science 3. Communication 4. Capacity building 5. Resource mobilization 6. Managing resources 7. Other professional activities 8. Personal effectiveness
  • 62. Projects funded • BioCassava Plus. Supplemental Grant. Bill and Melinda Gates Foundation. With Dr Maziya-Dixon. 2008-2010 • Cassava genetic transformation for the longevity of cassava brown streak resistance in Tanzania. Partners: IITA-Tanzania; Mikocheni Agricultural Research Institute, Tanzania. RF. 2007-2009. With Drs Herron, Ndunguru Linking phenotypes with genotypes: development and validation of a genome-wide DNA microarray as a reverse genetics tool in cassava (Manihot esculenta L Crantz). 2009 IITA Opportunity Grant. With Drs Gedil, Raji, Hearne and Franco Proposal submitted Enhancement of iron and zinc contents of cassava (Manihot esculenta Crantz) by soil bacteria and bacterial secondary metabolites. With ETH, Switzerland (Additional 5 proposals or CN submitted; not funded/considered)
  • 63. Managing resources 1. Workplan achievement 2. Quality of science 3. Communication 4. Capacity building 5. Resource mobilization 6. Managing resources 7. Other professional activities 8. Personal effectiveness
  • 64. • Established charge back system in CBL through bench fee and service charges for cost recovery as recommended by the IITA admin ($ 67,861 recovered for 2007-2008) • Streamlining of procurement and inventories in CBL; worked with Supply Chain for inventory of the CBL chemical and supply stores • Balanced special projects budgets
  • 65. Other professional activities 1. Workplan achievement 2. Quality of science 3. Communication 4. Capacity building 5. Resource mobilization 6. Managing resources 7. Other professional activities 8. Personal effectiveness
  • 66. • Assistant Editor: In Vitro Cellular and Developmental Biology – Plant • Ad hoc reviewer of papers for international scientific journals and granting agencies such as NSF, USA. • Member RDC • Collaboration with IITA Genebank, MARI-Tanzania and WARDA, Benin
  • 67. Personnel effectiveness 1. Workplan achievement 2. Quality of science 3. Communication 4. Capacity building 5. Resource mobilization 6. Managing resources 7. Other professional activities 8. Personal effectiveness
  • 68. Manage facilities, oversee procurement and inventory of common items and the CBL support staff: • hold regular lab meetings with CBL scientists • regular updating of booklet ‘Operational Guidelines of CBL’ • re-established a hot lab facility and renewed license for use of radiochemical at IITA with support from DDG-Support and IITA Safety committee • jointly with colleagues, developed draft plan for CBL refurbishment • CBL has been accident-free with enabling environment for biotech research • Act for IITA admin when requested • Timely response to requests for inputs by CGO, PPS, Supply Chain and IITA admin Member of IITA’s procurement committee
  • 69. Future planning - Use tools for product development; move from ‘output’ to ‘outcome’ eg - cassava landrace with useful traits via genetic transformation - microsatellite-based fingerprinting kit for the characterization of cassava genetic resources - Expand role of the Biotech Lab in Ibadan to serve as a research center for national programs, other institutions (beyond traditional IITA mandate crops)
  • 70. Acknowledgements IITA, Nigeria A Raji O Oyelakin B Odeseye F Kolade J Opabode U Okechukwu DSMZ, Germany S Winter KU, Denmark S Bak K Jorgensen J Gorodkin B Moller