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Federal Department of Economic Affairs FDEA
                       Agroscope Changins-Wädenswil Research Station ACW




The use of markers in the Wädenswil
apple breeding programme


M. Kellerhals, L. Leumann, I.O Baumgartner, J.E. Frey
and A. Patocchi

Agroscope Changins-Wädenswil, Switzerland
Outline

 Marker-assisted breeding (MAB)
 Breeding targets
 Selection process
 Methods
 Results
 Cost calculation
 Conclusions and outlook




Fruitbreedomics Annual Meeting, Prague, February 7th, 2012   2
M. Kellerhals
Marker-assisted breeding (MAB)

 Selection of parents (MAPS)
 Markers mainly developed and used for disease
  resistance selection (apple scab, powdery mildew, fire
  blight)
 MAB used with specific seedling progenies (MASS)
 Marker analyses applied at different stages in the
  selection process


  Aim: increase selection efficiency


Fruitbreedomics Annual Meeting, Prague, February 7th, 2012   3
M. Kellerhals
ACW apple breeding targets

 Disease resistance
   A) combined resistances                                   B) pyramided resistances

        against different pathogens     against one pathogen
       Fire blight (E. amylovora)
       Apple scab (V. inaequalis)
       Powdery mildew (P. leucotricha)

C) homozygous resistance genes


 High fruit quality
 good tree features (yield, etc.)
Fruitbreedomics Annual Meeting, Prague, February 7th, 2012                          4
M. Kellerhals
Selection process at ACW
              1           Crosses (MAPS)                       10 000




                                                                        Nb of seedlings
            2+3           Selection in glasshouse (MASS) and   4000
                          seedling nursery (MASS)
              3           Grafting on M27 with interstem       600
years




            5-8           Step 1: 1 tree on M27                 600

           8-12           Stage A: 3 trees on M9                30

            10-17         Stage B: 4 x 4 trees on M9            4

            14-20         Stage C: 50 trees, 1 row, on M9       2

                     Commercialisation: 1 variety out of 30 000 to 50 000
                     seeds after 14 to 20 years. Cost: 2‘000‘000.- €/variety
Fruitbreedomics Annual Meeting, Prague, February 7th, 2012                                5
M. Kellerhals
Seedlings labeling and leaf sampling
for marker analyses




Fruitbreedomics Annual Meeting, Prague, February 7th, 2012   6
M. Kellerhals
Plant identification



1




2

                                                                 database
    Fruitbreedomics Annual Meeting, Prague, February 7th, 2012              7
    M. Kellerhals
MAB with SSR and SCAR markers

•      DNA extraction according to Frey et al. 2004
•      PCR with primers for apple scab, powdery mildew and fire
       blight according to Patocchi et al. 2009
•      Fragment analysis on a 3130xl Genetic Analyzer and
       data analysis with GeneMapperTM Software (Applied
       Biosystems)




                                                  1          2   3
Fruitbreedomics Annual Meeting, Prague, February 7th, 2012           8
M. Kellerhals
Lab locations and costs
Different labs for analyses:
- ACW (Jürg Frey)
- ETH Zürich (Giovanni Broggini)
- Ecogenics GmbH (www.ecogenics.ch)

Costs:
- Depend on the number of markers and the assembly of the
  multiplexes
- For one multiplex with 4-5 SSR-markers costs are
  around 10 € per sample

Number of analyses per year:
1‘000 to 3‘000 samples
Fruitbreedomics Annual Meeting, Prague, February 7th, 2012   9
M. Kellerhals
Sources of resistance against scab
     and powdery mildew
Scab (V. inaequalis)
 Major resistance genes: Rvi6 (Vf), Rvi2 (Vh2), Rvi4 (Vh4),
 Rvi12 (Vb), Rvi11 (Vbj), etc.
 Partial resistance: VA, ‚traditional‘ and modern
  varieties with partial resistance

Mildew (P. leucotricha)
 Major resistance genes: Pl1, Pl2, PlD, etc.
 Partial resistance


    Fruitbreedomics Annual Meeting, Prague, February 7th, 2012   10
    M. Kellerhals
Mapped sources of resistance against
     fire blight (E. amylovora) in apple
 ‘Fiesta’ FBF7 QTL: 35-40% of phenotypic
  variation explained (Calenge et al. 2005, Kahn et al. 2006, 2007)
 ‘Robusta 5’: 67-83% of phenotypic variation explained (Peil et al.
  2007, 2008)
 ‘Evereste’: FB_E: 50-70% of phenotypic variation explained (Durel et
  al. 2009)
 ‘Florina’: QTL on LG10, 15% of phenotypic variation explained
  (Le Roux et al. 2010)




     Fruitbreedomics AnnualUniversität Prague, February 7th, 2012
     Ecofruit, 22.-24.02.2010, Meeting, Hohenheim, Germany             11
     M. Kellerhals
     Isabelle Baumgartner
Markers used

Resistance                                      Marker
Rvi6                                            CHVf1 (SSR)
Rvi2                                            CH02B10 (SSR)
Rvi4                                            CH02C02a (SSR)
Pl1                                             AT20-450 (SCAR)
Pl2                                             CH04H02 (SSR), N18 (SCAR)
FBF7                                            AE 10_375 (SCAR), GE-8019 (SCAR)




 Use of SSR‘s is most efficient and infomative at the moment


  Fruitbreedomics Annual Meeting, Prague, February 7th, 2012                       12
  M. Kellerhals
Examples of progenies examined
Crosses from 2009 with MAPS
a. ACW 12143 (Rvi6, Pl1) (Florina (Rvi6) x Ariwa (Rvi6, Pl1)) x
   ACW 17358 (Rvi6, Pl2) (ACW 8244 (Rvi6, Pl2) x ACW
     11907 (Rvi6) (= Mairac x H23-10))
b. ACW 13434 (Rvi6, Pl2) (ACW 6375 (-) x ACW 8881 (Rvi6,
   Pl2)) x ACW 17053 (Rvi6, Pl2, FBF7) (ACW 8099 (Rvi6,
     Pl2) x Enterprise (Rvi6, FBF7))
c. ACW 12382 (Rvi6, Rvi4, Pl2, FBF7) (Elise x ACW 8099
   (Rvi6, Pl2)) x Enterprise (Rvi6, FBF7)
 Germination and growing in glasshouse
 Marker analysis (Rvi6, Rvi4, Pl1, Pl2, FBF7)
 Scab screening in glasshouse

Fruitbreedomics Annual Meeting, Prague, February 7th, 2012        13
M. Kellerhals
Results of MASS


Progeny c.              ACW 12382 (Rvi6, Rvi4, Pl2, FBF7) (Elise x ACW 8099
                        (Rvi6, Pl2)) x Enterprise (Rvi6, FBF7)

                    Rvi6
                    Rvi6 Rvi6 Rvi4 Pl2                          FBF7 Rvi6Rvi6, Rvi4, Pl2, FBF7
N = 286             69          154         160         142     215   13
Observed            24% 54% 56% 50% 75% 4.5%

     Combined resistance against apple scab (Rvi6, Rvi4), powdery mildew
      (Pl2) and fire blight (FBF7)
     Pyramided scab resistance (Rvi6 and Rvi4)
     Homozygous scab resistance (Rvi6Rvi6)



   Fruitbreedomics Annual Meeting, Prague, February 7th, 2012                                    14
   M. Kellerhals
MASS of 2250 samples in 2010
Cross   Mother (Resistances)                           Father (Resistances)                Number of Plants

0901    ACW 6707 (-)                                   Evereste (Rvi6, Fb_E)               543( after Pre-Selection)


0902    ACW 13434 (Rvi6, Pl2)                          ACW 17053 (Rvi6, Pl2, FBF7)         69

0903    ACW 13434 (Rvi6, Pl2)                          ACW 17038 (Rvi6, FBF7)              89

0904    ACW 12143 (Rvi6, Pl1)                          ACW 17358 (Rvi6, Pl2)               152

0905    ACW 12382 (Rvi4, Rvi6, Pl2, FBF7)              Enterprise (Rvi6, FBF7)             309

0906    ACW 12382 (Rvi4, Rvi6, Pl2, FBF7)              E10-34-100 (Rvi6)                   250

0908    ACW 11907 (Rvi6)                               KAZ 96 02-01P-11 (FBF7)             234

0909    SIR KEP 93-1 (-)                               ACW 16960 (Rvi2, Rvi6, Pl2, FBF7)   202 (after Pre-Selection)


0916    ACW 11567 (Rvi2, Rvi4)                         E-10-34-90 (Rvi6)                   346

0820    Enterprise (Rvi6, FBF7)                        ACW 13434 (Rvi6, Pl2)               44 (after Pre-Selection)


0824    ACW 11582 (Rvi2)                               ACW 12382 (Rvi4, Rvi6, Pl2, FBF7)   66 (after Pre-Selection)



        Fruitbreedomics Annual Meeting, Prague, February 7th, 2012                                                     15
        M. Kellerhals
Results of MASS in 2010
Crosses    Number – Outcrosses Expected Genotype                       Observed    Expected
           = Total

0901       543 – 23 = 520                  Rvi6, Fb_E                  126 (24%)   - (preselection)

0902       69 – 2 = 67                     Rvi6Rvi6, Pl2Pl2, FBF7      4 (6%)      6%


0903       89 – 1 = 88                     Rvi6Rvi6, Pl2, FBF7         7 (8%)      6%

0904       152 – 1 = 151                   Rvi6Rvi6, Pl1, Pl2          5 (3%)      6%

0905       309 – 23 = 286                  Rvi4, Rvi6Rvi6, Pl2,        13 (5%)     2%
                                           FBF7FBF7
0906       250 – 18 = 232                  Rvi6Rvi6, Rvi4, Pl2, FBF7   6 (3%)      2%

0908       234 – 4 = 230                   Rvi6, FBF7                  75 (33%)    25%

0909       202 – 3 = 199                   Rvi2, Rvi6, Pl2, FBF7       13 (7%)     - (preselection)

0916       346 – 21 = 325                  Rvi2, Rvi4, Rvi6            34 (10%)    13%

0820       44 – 1 = 43                     Rvi6Rvi6, Pl2, FBF7         10 (23%)    - (preselction)


Total                                                                  296 (13%)
          Fruitbreedomics Annual Meeting, Prague, February 7th, 2012                                  16
          M. Kellerhals
Cost calculation

                                     Progeny of 2000 seedlings       Cost estimation per
                                                                     seedling/tree/ha
Scab screening                       2‘000 € (all)                   1€
MASS (1 multiplex)                   20‘000 € (all)                  10 €

Container trees                      20 € x 300 plants = 6‘000 €     20 €
Tree on M27 with                     15 € x 200 trees = 3‘000 €      15 €
interstem
Maintenance of                       200 x 0.5 m x 3.5 m = 350 m2 8‘000 € per ha and
orchard step 1                       = 280 €                      year
Total for 5 years in                 32‘400 €
step 1



        Fruitbreedomics Annual Meeting, Prague, February 7th, 2012                         17
        M. Kellerhals
Example: Fire blight inoculation test in
ACW 16436 x FlxNEG 3524 progeny plants
       100
         90
                     Can molecular analysis
         80
         70
                     substitute phenotypic testing?
         60
         50




                                                                    FBF7

                                                                           FBF7

                                                                                  FBF7
                                   FBF7




                                                             FBF7
                                             FBF7
                  FBF7

                           FL10
         40
                                                                                             1 week
         30
         20                                                                                  2 weeks
         10                                                                                  3 weeks
           0
  %




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Fruitbreedomics Annual Meeting, Prague, February 7th, 2012                                             18
M. Kellerhals
MAB allows to focus on outstanding
  selections




Future with MASS: select only a few elites
and test them with a higher number of trees
  Fruitbreedomics Annual Meeting, Prague, February 7th, 2012   19
  M. Kellerhals
Conclusions and Outlook
 MAB allows more efficient selection
 Progeny plants with pyramided disease resistance identified
  with molecular markers
 New markers (SNP’s, Fruitbreedomics)
 More efficient high-throughput methods (Fruitbreedomics)
 MAB for additional traits (fruit quality, yield, etc.)
 Find the most efficient combination of phenotypic and
  molecular selection

 Discussion: will MAB allow to develop more varieties, better
  varieties (larger progenies to start with) or reduce the number
  of breeding programmes?


Fruitbreedomics Annual Meeting, Prague, February 7th, 2012      20
M. Kellerhals
Acknowlegements

Team Fruit-Growing and Horticulture ACW
Team Cesare Gessler, ETH
Projects ZUEFOS (Züchtung feuerbrandtoleranter Obstsorten) and
BEVOG (Beschreibung von Obstgenressourcen)

BLW, SOV, VariCom




  Fruitbreedomics Annual Meeting, Prague, February 7th, 2012     21
  M. Kellerhals
ACW apple varieties




    Milwa (Diwa®, Junami®)                                   La Flamboyante (Mairac®)




                  Galiwa                                            Ladina
Fruitbreedomics Annual Meeting, Prague, February 7th, 2012                              22
M. Kellerhals

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FruitBreedomics 1st Stakeholder Day meeting 20120207 The use of markers in Wädenswil breeding programme

  • 1. Federal Department of Economic Affairs FDEA Agroscope Changins-Wädenswil Research Station ACW The use of markers in the Wädenswil apple breeding programme M. Kellerhals, L. Leumann, I.O Baumgartner, J.E. Frey and A. Patocchi Agroscope Changins-Wädenswil, Switzerland
  • 2. Outline  Marker-assisted breeding (MAB)  Breeding targets  Selection process  Methods  Results  Cost calculation  Conclusions and outlook Fruitbreedomics Annual Meeting, Prague, February 7th, 2012 2 M. Kellerhals
  • 3. Marker-assisted breeding (MAB)  Selection of parents (MAPS)  Markers mainly developed and used for disease resistance selection (apple scab, powdery mildew, fire blight)  MAB used with specific seedling progenies (MASS)  Marker analyses applied at different stages in the selection process Aim: increase selection efficiency Fruitbreedomics Annual Meeting, Prague, February 7th, 2012 3 M. Kellerhals
  • 4. ACW apple breeding targets  Disease resistance A) combined resistances B) pyramided resistances against different pathogens against one pathogen  Fire blight (E. amylovora)  Apple scab (V. inaequalis)  Powdery mildew (P. leucotricha) C) homozygous resistance genes  High fruit quality  good tree features (yield, etc.) Fruitbreedomics Annual Meeting, Prague, February 7th, 2012 4 M. Kellerhals
  • 5. Selection process at ACW 1 Crosses (MAPS) 10 000 Nb of seedlings 2+3 Selection in glasshouse (MASS) and 4000 seedling nursery (MASS) 3 Grafting on M27 with interstem 600 years 5-8 Step 1: 1 tree on M27 600 8-12 Stage A: 3 trees on M9 30 10-17 Stage B: 4 x 4 trees on M9 4 14-20 Stage C: 50 trees, 1 row, on M9 2 Commercialisation: 1 variety out of 30 000 to 50 000 seeds after 14 to 20 years. Cost: 2‘000‘000.- €/variety Fruitbreedomics Annual Meeting, Prague, February 7th, 2012 5 M. Kellerhals
  • 6. Seedlings labeling and leaf sampling for marker analyses Fruitbreedomics Annual Meeting, Prague, February 7th, 2012 6 M. Kellerhals
  • 7. Plant identification 1 2 database Fruitbreedomics Annual Meeting, Prague, February 7th, 2012 7 M. Kellerhals
  • 8. MAB with SSR and SCAR markers • DNA extraction according to Frey et al. 2004 • PCR with primers for apple scab, powdery mildew and fire blight according to Patocchi et al. 2009 • Fragment analysis on a 3130xl Genetic Analyzer and data analysis with GeneMapperTM Software (Applied Biosystems) 1 2 3 Fruitbreedomics Annual Meeting, Prague, February 7th, 2012 8 M. Kellerhals
  • 9. Lab locations and costs Different labs for analyses: - ACW (Jürg Frey) - ETH Zürich (Giovanni Broggini) - Ecogenics GmbH (www.ecogenics.ch) Costs: - Depend on the number of markers and the assembly of the multiplexes - For one multiplex with 4-5 SSR-markers costs are around 10 € per sample Number of analyses per year: 1‘000 to 3‘000 samples Fruitbreedomics Annual Meeting, Prague, February 7th, 2012 9 M. Kellerhals
  • 10. Sources of resistance against scab and powdery mildew Scab (V. inaequalis)  Major resistance genes: Rvi6 (Vf), Rvi2 (Vh2), Rvi4 (Vh4), Rvi12 (Vb), Rvi11 (Vbj), etc.  Partial resistance: VA, ‚traditional‘ and modern varieties with partial resistance Mildew (P. leucotricha)  Major resistance genes: Pl1, Pl2, PlD, etc.  Partial resistance Fruitbreedomics Annual Meeting, Prague, February 7th, 2012 10 M. Kellerhals
  • 11. Mapped sources of resistance against fire blight (E. amylovora) in apple  ‘Fiesta’ FBF7 QTL: 35-40% of phenotypic variation explained (Calenge et al. 2005, Kahn et al. 2006, 2007)  ‘Robusta 5’: 67-83% of phenotypic variation explained (Peil et al. 2007, 2008)  ‘Evereste’: FB_E: 50-70% of phenotypic variation explained (Durel et al. 2009)  ‘Florina’: QTL on LG10, 15% of phenotypic variation explained (Le Roux et al. 2010) Fruitbreedomics AnnualUniversität Prague, February 7th, 2012 Ecofruit, 22.-24.02.2010, Meeting, Hohenheim, Germany 11 M. Kellerhals Isabelle Baumgartner
  • 12. Markers used Resistance Marker Rvi6 CHVf1 (SSR) Rvi2 CH02B10 (SSR) Rvi4 CH02C02a (SSR) Pl1 AT20-450 (SCAR) Pl2 CH04H02 (SSR), N18 (SCAR) FBF7 AE 10_375 (SCAR), GE-8019 (SCAR) Use of SSR‘s is most efficient and infomative at the moment Fruitbreedomics Annual Meeting, Prague, February 7th, 2012 12 M. Kellerhals
  • 13. Examples of progenies examined Crosses from 2009 with MAPS a. ACW 12143 (Rvi6, Pl1) (Florina (Rvi6) x Ariwa (Rvi6, Pl1)) x ACW 17358 (Rvi6, Pl2) (ACW 8244 (Rvi6, Pl2) x ACW 11907 (Rvi6) (= Mairac x H23-10)) b. ACW 13434 (Rvi6, Pl2) (ACW 6375 (-) x ACW 8881 (Rvi6, Pl2)) x ACW 17053 (Rvi6, Pl2, FBF7) (ACW 8099 (Rvi6, Pl2) x Enterprise (Rvi6, FBF7)) c. ACW 12382 (Rvi6, Rvi4, Pl2, FBF7) (Elise x ACW 8099 (Rvi6, Pl2)) x Enterprise (Rvi6, FBF7)  Germination and growing in glasshouse  Marker analysis (Rvi6, Rvi4, Pl1, Pl2, FBF7)  Scab screening in glasshouse Fruitbreedomics Annual Meeting, Prague, February 7th, 2012 13 M. Kellerhals
  • 14. Results of MASS Progeny c. ACW 12382 (Rvi6, Rvi4, Pl2, FBF7) (Elise x ACW 8099 (Rvi6, Pl2)) x Enterprise (Rvi6, FBF7) Rvi6 Rvi6 Rvi6 Rvi4 Pl2 FBF7 Rvi6Rvi6, Rvi4, Pl2, FBF7 N = 286 69 154 160 142 215 13 Observed 24% 54% 56% 50% 75% 4.5%  Combined resistance against apple scab (Rvi6, Rvi4), powdery mildew (Pl2) and fire blight (FBF7)  Pyramided scab resistance (Rvi6 and Rvi4)  Homozygous scab resistance (Rvi6Rvi6) Fruitbreedomics Annual Meeting, Prague, February 7th, 2012 14 M. Kellerhals
  • 15. MASS of 2250 samples in 2010 Cross Mother (Resistances) Father (Resistances) Number of Plants 0901 ACW 6707 (-) Evereste (Rvi6, Fb_E) 543( after Pre-Selection) 0902 ACW 13434 (Rvi6, Pl2) ACW 17053 (Rvi6, Pl2, FBF7) 69 0903 ACW 13434 (Rvi6, Pl2) ACW 17038 (Rvi6, FBF7) 89 0904 ACW 12143 (Rvi6, Pl1) ACW 17358 (Rvi6, Pl2) 152 0905 ACW 12382 (Rvi4, Rvi6, Pl2, FBF7) Enterprise (Rvi6, FBF7) 309 0906 ACW 12382 (Rvi4, Rvi6, Pl2, FBF7) E10-34-100 (Rvi6) 250 0908 ACW 11907 (Rvi6) KAZ 96 02-01P-11 (FBF7) 234 0909 SIR KEP 93-1 (-) ACW 16960 (Rvi2, Rvi6, Pl2, FBF7) 202 (after Pre-Selection) 0916 ACW 11567 (Rvi2, Rvi4) E-10-34-90 (Rvi6) 346 0820 Enterprise (Rvi6, FBF7) ACW 13434 (Rvi6, Pl2) 44 (after Pre-Selection) 0824 ACW 11582 (Rvi2) ACW 12382 (Rvi4, Rvi6, Pl2, FBF7) 66 (after Pre-Selection) Fruitbreedomics Annual Meeting, Prague, February 7th, 2012 15 M. Kellerhals
  • 16. Results of MASS in 2010 Crosses Number – Outcrosses Expected Genotype Observed Expected = Total 0901 543 – 23 = 520 Rvi6, Fb_E 126 (24%) - (preselection) 0902 69 – 2 = 67 Rvi6Rvi6, Pl2Pl2, FBF7 4 (6%) 6% 0903 89 – 1 = 88 Rvi6Rvi6, Pl2, FBF7 7 (8%) 6% 0904 152 – 1 = 151 Rvi6Rvi6, Pl1, Pl2 5 (3%) 6% 0905 309 – 23 = 286 Rvi4, Rvi6Rvi6, Pl2, 13 (5%) 2% FBF7FBF7 0906 250 – 18 = 232 Rvi6Rvi6, Rvi4, Pl2, FBF7 6 (3%) 2% 0908 234 – 4 = 230 Rvi6, FBF7 75 (33%) 25% 0909 202 – 3 = 199 Rvi2, Rvi6, Pl2, FBF7 13 (7%) - (preselection) 0916 346 – 21 = 325 Rvi2, Rvi4, Rvi6 34 (10%) 13% 0820 44 – 1 = 43 Rvi6Rvi6, Pl2, FBF7 10 (23%) - (preselction) Total 296 (13%) Fruitbreedomics Annual Meeting, Prague, February 7th, 2012 16 M. Kellerhals
  • 17. Cost calculation Progeny of 2000 seedlings Cost estimation per seedling/tree/ha Scab screening 2‘000 € (all) 1€ MASS (1 multiplex) 20‘000 € (all) 10 € Container trees 20 € x 300 plants = 6‘000 € 20 € Tree on M27 with 15 € x 200 trees = 3‘000 € 15 € interstem Maintenance of 200 x 0.5 m x 3.5 m = 350 m2 8‘000 € per ha and orchard step 1 = 280 € year Total for 5 years in 32‘400 € step 1 Fruitbreedomics Annual Meeting, Prague, February 7th, 2012 17 M. Kellerhals
  • 18. Example: Fire blight inoculation test in ACW 16436 x FlxNEG 3524 progeny plants 100 90 Can molecular analysis 80 70 substitute phenotypic testing? 60 50 FBF7 FBF7 FBF7 FBF7 FBF7 FBF7 FBF7 FL10 40 1 week 30 20 2 weeks 10 3 weeks 0 % G h g n o L a s e 1 a f t ) ( l i l 9 1 2 3 7 0 1 2 3 7 0 1 6 2 3 7 0 ) ( ) ( ) ( : : : 1 5 2 3 7 0 1 8 2 3 7 0 ) ( ) ( : : E W 0 1 p e n s C ) ( r A = t n 1 2 3 7 0 i 9 3 4 6 1 ) ( ) ( : G N E F 1 4 2 5 3 x ) ( l Fruitbreedomics Annual Meeting, Prague, February 7th, 2012 18 M. Kellerhals
  • 19. MAB allows to focus on outstanding selections Future with MASS: select only a few elites and test them with a higher number of trees Fruitbreedomics Annual Meeting, Prague, February 7th, 2012 19 M. Kellerhals
  • 20. Conclusions and Outlook  MAB allows more efficient selection  Progeny plants with pyramided disease resistance identified with molecular markers  New markers (SNP’s, Fruitbreedomics)  More efficient high-throughput methods (Fruitbreedomics)  MAB for additional traits (fruit quality, yield, etc.)  Find the most efficient combination of phenotypic and molecular selection  Discussion: will MAB allow to develop more varieties, better varieties (larger progenies to start with) or reduce the number of breeding programmes? Fruitbreedomics Annual Meeting, Prague, February 7th, 2012 20 M. Kellerhals
  • 21. Acknowlegements Team Fruit-Growing and Horticulture ACW Team Cesare Gessler, ETH Projects ZUEFOS (Züchtung feuerbrandtoleranter Obstsorten) and BEVOG (Beschreibung von Obstgenressourcen) BLW, SOV, VariCom Fruitbreedomics Annual Meeting, Prague, February 7th, 2012 21 M. Kellerhals
  • 22. ACW apple varieties Milwa (Diwa®, Junami®) La Flamboyante (Mairac®) Galiwa Ladina Fruitbreedomics Annual Meeting, Prague, February 7th, 2012 22 M. Kellerhals