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Loss of alleles due to resistance
            breeding

        The case of cypress



            Strasbourg 2002
Aristotelis C. Papageorgiou
       Department of Forestry, Environment and Natural Resources,
       Democritus University of Thrace, Greece

       Sotirios Xenopoulos
       Institute of Mediterranean Forest Ecosystems and Forest
       Products, National Agricultural Research Foundation, Greece

       Reiner Finkeldey, Hans H. Hattemer
       Institute of Forest Genetics and Forest Tree Breeding,
       Georg August University Göttingen, Germany




17 February 2013 Loss of alleles due to resistance breeding: the cas
                                               2
The Mediterranean cypress
                               • Occurs naturally from
                                 Afghanistan to Greece
                               • Cultivated all over the
                                 world – amenity tree and
                                 plantations
                               • Typical element of the
                                 Mediterranean landscape
                               • Stress tolerant
                               • Endangered by the fungus
                                 Seiridium cardinale

17 February 2013 Loss of alleles due to resistance breeding: the cas
                                               3
Breeding for resistance
                  • AGRIMED (1980-1988)
                  • CAMAR (1991-1994)
                  • AIR II (1993-1997)
                  • FAIR (1997-2000)
                  Research Group: INRA, University of
                    Montpellier (France); CNR, University of
                    Florence (Italy); MAICH, NAGREF,
                    University of Thessaloniki (Greece);
                    University of Lisbon and Vila Real
                    (Portugal); IVIA (Spain); University
                    Göttingen (Germany).

17 February 2013 Loss of alleles due to resistance breeding: the cas
                                               4
Outcome of the research
                          • Mechanism of resistance
                            described
                          • Genetic variation for
                            resistance discovered
                          • Cypress clones resistant
                            against the disease were
                            produced and tested



17 February 2013 Loss of alleles due to resistance breeding: the cas
                                               5
Resistant clones in Greece
                       • 1981: Seeds harvested from 6 base
                         populations (15 trees in each stand)
                       • 1982: Nursery; 15 families per stand,
                         40 trees per family
                       • 1984: Inoculation
                       • 1987: Trees were evaluated and
                         classified as resistant (5%) and
                         susceptible (95%)
                       • 1988: Material from resistant trees was
                         propagated in several clone plantations
                         in Greece (grafting).

17 February 2013 Loss of alleles due to resistance breeding: the cas
                                               6
Questions
• What is the genetic diversity of the new populations
  that will be founded with the resistant material?
• What are the changes in genetic variation due to
  artificial selection?
• Are there any correlations between genetic markers
  and resistance?
• What is the best way to treat the resistant material,
  in order to maintain high levels of adaptability?

17 February 2013 Loss of alleles due to resistance breeding: the cas
                                               7
Base populations
                               • Samos, Rodos, Symi and
                                 Kos – Aegean islands
                               • Alepohori, Mystras –
                                 Peloponnese
                               • Aegean populations are
                                 considered natural, while
                                 those from the Pelopon-
                                 nese are domesticated
                               • Genetic studies revealed a
                                 founder effect in the
                                 Peloponnese populations

17 February 2013 Loss of alleles due to resistance breeding: the cas
                                               8
Material used for genetic analysis
      Base        Number of trees in   Number of
      Populations base population       clones
      AL                 28                12
      MY                 29                17
      SA                 21                20
      KO                 21                16
      RO                 21                21
      SY                 20                23

17 February 2013 Loss of alleles due to resistance breeding: the cas
                                               9
Material & Methods
                                  • Megagametophytes (2n)
                                    and needles from clone
                                    ramets analyzed
                                  • Clones were genotyped
                                  • Plantations: Tatoi,
• Horizontal starch gel             Megalopolis, Lappa
  electrophoresis
• Six polymorphic enzyme
  loci
• PGI-B, PGM-A, PGM-B,
  NDH-A, GDH-A, LAP-A
 17 February 2013 Loss of alleles due to resistance breeding: the cas
                                                10
Allele frequency change: PGI-B




17 February 2013 Loss of alleles due to resistance breeding: the cas
                                               11
Allele frequency change: NDH-A




17 February 2013 Loss of alleles due to resistance breeding: the cas
                                               12
Allele frequency change: PGM-B




17 February 2013 Loss of alleles due to resistance breeding: the cas
                                               13
Allele frequency change: LAP-A




17 February 2013 Loss of alleles due to resistance breeding: the cas
                                               14
Allelic structures
• Clone collections showed – in general - no
  major differences in comparison with the
  base populations
• Most “typical” structures of populations
  remained unchanged in the clones
• A few changes were observed, without any
  specific trend in favor of a specific variant
• Exceptional changes in PGM-B and LAP-A

17 February 2013 Loss of alleles due to resistance breeding: the cas
                                               15
Expected heterozygosity




17 February 2013 Loss of alleles due to resistance breeding: the cas
                                               16
Observed heterozygosity




17 February 2013 Loss of alleles due to resistance breeding: the cas
                                               17
Changes in allelic multiplicity




17 February 2013 Loss of alleles due to resistance breeding: the cas
                                               18
Which alleles are lost?
• AL: PGM-B3 (0,220), GDH-A3 (0,018),
         LAP-A3 (0,036)
• MY: GDH-A1 (0,017), LAP-A2 (0,069)
• SA: PGM-B1 (0,025), GDH-A3 (0,071),
         LAP-A2 (0,024)
• KO: GDH-A3 (0,111), LAP-A2 (0,075)
• RO: GDH-A3 (0,095)
• SY: PGM-B1 (0,026)
  17 February 2013 Loss of alleles due to resistance breeding: the cas
                                                 19
Diversity and heterozygosity
                   • Loss of alleles was observed in 3
                     loci and 5 clone collections; The
                     alleles lost have low frequencies in
                     the base populations
                   • Diversity was less in almost all
                     clone collections; differences were
                     not significant
                   • Observed heterozygosity remained
                     more or less unchanged
17 February 2013 Loss of alleles due to resistance breeding: the cas
                                               20
“Man made” bottleneck
                         • Alleles are lost during the
                           breeding procedure
                         • Despite the large breeding
                           population (15 families, 40
                           trees / family) in each
                           population, strong selection
                           intensity after the first
                           inoculation caused a
                           bottleneck

17 February 2013 Loss of alleles due to resistance breeding: the cas
                                               21
Gene pool of populations vs. clones
                Number of   Observed           Expected
                  alleles heterozygosity     Heterozygosity
  Populations       19            0,36            0,43
    Clones          18            0,36            0,40




17 February 2013 Loss of alleles due to resistance breeding: the cas
                                               22
Genetic distances between the total clone set
         and the base populations (d0 )
          AL       MY        SA      KO       RO        SY
PGI-B
         0.135    0.080    0.093    0.044    0.121    0.068
PGM-A
         0.242    0.332    0.049    0.076    0.056    0.060
PGM-B
         0.219    0.215    0.186    0.136    0.323    0.219
NDH-A
         0.281    0.247    0.172    0.219    0.169    0.065
GDH-A
         0.108    0.080    0.234    0.155    0.163    0.069
LAP-A
         0.343    0.298    0.130    0.152    0.130    0.114
Mean
         0.221    0.208    0.144    0.131    0.160    0.099
17 February 2013 Loss of alleles due to resistance breeding: the cas
                                               23
Total clone collection
     • When all resistant clones are considered as a set,
       only one allele is lost (PGM-B1), which is very rare
       in two base populations (SA and SY)
     • Large differentiation among populations and clone
       arrays; a rare allele in a given set may be frequent in
       another
     • Similar structures of pooled data for populations
       and clones
     • The totality of the clones is not representative any
       base population

17 February 2013 Loss of alleles due to resistance breeding: the cas
                                               24
Literature review
• Almost all comparisons consider pooled data
• No differences in genetic structures between pooled data
  from populations and clones – variation “captured”
• Private and locally rare alleles are lost in the population
  level: Picea sitchensis (Chaisurisri & El Kassaby 1994), Pseudotsuga
  menziesii (El Kassaby & Ritland 1996)
• No alleles are lost – even increased – in pooled data: Thuja
  plicata (El Kassaby et al. 1993), Picea sitchensis (Chaisurisri & El
  Kassaby 1994), Pseudotsuga menziesii (El Kassaby & Ritland 1996)
• Alleles are lost in pooled data: Picea glauca (Cheliak et al. 1988),
  Picea abies (Bergmann & Ruetz 1991), Picea glauca X engelmanni
  (Stoehr & El Kassaby 1997) – low differentiation (?)


17 February 2013 Loss of alleles due to resistance breeding: the cas
                                               25
Breeding strategies
                                 • To avoid allele loss, selection
                                   pressure should be lower
                                 • The mixture of clones from
                                   different origins can reduce allele
                                   loss and increase adaptability


• However, adaptedness is probably
  reduced if a mixture of clones is planted
• In species with little differentiation, mixed
  sets of clones may still have less alleles
• More research is needed for the detection
  of possible associations between markers
  and resistance
   17 February 2013 Loss of alleles due to resistance breeding: the cas
                                                  26
Acknowledgements
• Eric Teissier du Cros for his advice, support and
  coordination of the cypress projects
• C. Andreoli, F.A. Aravanopoulos, G. Brofas,
  A. Doulis, B. Fady, E. Gillet, L. Leinemann,
  G. Lyrintzis, G. Mantakas, K.P. Panetsos,
  C. Pichot, P. Raddi, S. Raddi, P. Ramos,
  A. Santini, P. Tsopelas, M. Ziehe (and many
  more) for their assistance and advice
• A. Drouzas and L. Iliadis for useful comments

17 February 2013 Loss of alleles due to resistance breeding: the cas
                                               27

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Loss of alleles in cypress breeding for disease resistance

  • 1. Loss of alleles due to resistance breeding The case of cypress Strasbourg 2002
  • 2. Aristotelis C. Papageorgiou Department of Forestry, Environment and Natural Resources, Democritus University of Thrace, Greece Sotirios Xenopoulos Institute of Mediterranean Forest Ecosystems and Forest Products, National Agricultural Research Foundation, Greece Reiner Finkeldey, Hans H. Hattemer Institute of Forest Genetics and Forest Tree Breeding, Georg August University Göttingen, Germany 17 February 2013 Loss of alleles due to resistance breeding: the cas 2
  • 3. The Mediterranean cypress • Occurs naturally from Afghanistan to Greece • Cultivated all over the world – amenity tree and plantations • Typical element of the Mediterranean landscape • Stress tolerant • Endangered by the fungus Seiridium cardinale 17 February 2013 Loss of alleles due to resistance breeding: the cas 3
  • 4. Breeding for resistance • AGRIMED (1980-1988) • CAMAR (1991-1994) • AIR II (1993-1997) • FAIR (1997-2000) Research Group: INRA, University of Montpellier (France); CNR, University of Florence (Italy); MAICH, NAGREF, University of Thessaloniki (Greece); University of Lisbon and Vila Real (Portugal); IVIA (Spain); University Göttingen (Germany). 17 February 2013 Loss of alleles due to resistance breeding: the cas 4
  • 5. Outcome of the research • Mechanism of resistance described • Genetic variation for resistance discovered • Cypress clones resistant against the disease were produced and tested 17 February 2013 Loss of alleles due to resistance breeding: the cas 5
  • 6. Resistant clones in Greece • 1981: Seeds harvested from 6 base populations (15 trees in each stand) • 1982: Nursery; 15 families per stand, 40 trees per family • 1984: Inoculation • 1987: Trees were evaluated and classified as resistant (5%) and susceptible (95%) • 1988: Material from resistant trees was propagated in several clone plantations in Greece (grafting). 17 February 2013 Loss of alleles due to resistance breeding: the cas 6
  • 7. Questions • What is the genetic diversity of the new populations that will be founded with the resistant material? • What are the changes in genetic variation due to artificial selection? • Are there any correlations between genetic markers and resistance? • What is the best way to treat the resistant material, in order to maintain high levels of adaptability? 17 February 2013 Loss of alleles due to resistance breeding: the cas 7
  • 8. Base populations • Samos, Rodos, Symi and Kos – Aegean islands • Alepohori, Mystras – Peloponnese • Aegean populations are considered natural, while those from the Pelopon- nese are domesticated • Genetic studies revealed a founder effect in the Peloponnese populations 17 February 2013 Loss of alleles due to resistance breeding: the cas 8
  • 9. Material used for genetic analysis Base Number of trees in Number of Populations base population clones AL 28 12 MY 29 17 SA 21 20 KO 21 16 RO 21 21 SY 20 23 17 February 2013 Loss of alleles due to resistance breeding: the cas 9
  • 10. Material & Methods • Megagametophytes (2n) and needles from clone ramets analyzed • Clones were genotyped • Plantations: Tatoi, • Horizontal starch gel Megalopolis, Lappa electrophoresis • Six polymorphic enzyme loci • PGI-B, PGM-A, PGM-B, NDH-A, GDH-A, LAP-A 17 February 2013 Loss of alleles due to resistance breeding: the cas 10
  • 11. Allele frequency change: PGI-B 17 February 2013 Loss of alleles due to resistance breeding: the cas 11
  • 12. Allele frequency change: NDH-A 17 February 2013 Loss of alleles due to resistance breeding: the cas 12
  • 13. Allele frequency change: PGM-B 17 February 2013 Loss of alleles due to resistance breeding: the cas 13
  • 14. Allele frequency change: LAP-A 17 February 2013 Loss of alleles due to resistance breeding: the cas 14
  • 15. Allelic structures • Clone collections showed – in general - no major differences in comparison with the base populations • Most “typical” structures of populations remained unchanged in the clones • A few changes were observed, without any specific trend in favor of a specific variant • Exceptional changes in PGM-B and LAP-A 17 February 2013 Loss of alleles due to resistance breeding: the cas 15
  • 16. Expected heterozygosity 17 February 2013 Loss of alleles due to resistance breeding: the cas 16
  • 17. Observed heterozygosity 17 February 2013 Loss of alleles due to resistance breeding: the cas 17
  • 18. Changes in allelic multiplicity 17 February 2013 Loss of alleles due to resistance breeding: the cas 18
  • 19. Which alleles are lost? • AL: PGM-B3 (0,220), GDH-A3 (0,018), LAP-A3 (0,036) • MY: GDH-A1 (0,017), LAP-A2 (0,069) • SA: PGM-B1 (0,025), GDH-A3 (0,071), LAP-A2 (0,024) • KO: GDH-A3 (0,111), LAP-A2 (0,075) • RO: GDH-A3 (0,095) • SY: PGM-B1 (0,026) 17 February 2013 Loss of alleles due to resistance breeding: the cas 19
  • 20. Diversity and heterozygosity • Loss of alleles was observed in 3 loci and 5 clone collections; The alleles lost have low frequencies in the base populations • Diversity was less in almost all clone collections; differences were not significant • Observed heterozygosity remained more or less unchanged 17 February 2013 Loss of alleles due to resistance breeding: the cas 20
  • 21. “Man made” bottleneck • Alleles are lost during the breeding procedure • Despite the large breeding population (15 families, 40 trees / family) in each population, strong selection intensity after the first inoculation caused a bottleneck 17 February 2013 Loss of alleles due to resistance breeding: the cas 21
  • 22. Gene pool of populations vs. clones Number of Observed Expected alleles heterozygosity Heterozygosity Populations 19 0,36 0,43 Clones 18 0,36 0,40 17 February 2013 Loss of alleles due to resistance breeding: the cas 22
  • 23. Genetic distances between the total clone set and the base populations (d0 ) AL MY SA KO RO SY PGI-B 0.135 0.080 0.093 0.044 0.121 0.068 PGM-A 0.242 0.332 0.049 0.076 0.056 0.060 PGM-B 0.219 0.215 0.186 0.136 0.323 0.219 NDH-A 0.281 0.247 0.172 0.219 0.169 0.065 GDH-A 0.108 0.080 0.234 0.155 0.163 0.069 LAP-A 0.343 0.298 0.130 0.152 0.130 0.114 Mean 0.221 0.208 0.144 0.131 0.160 0.099 17 February 2013 Loss of alleles due to resistance breeding: the cas 23
  • 24. Total clone collection • When all resistant clones are considered as a set, only one allele is lost (PGM-B1), which is very rare in two base populations (SA and SY) • Large differentiation among populations and clone arrays; a rare allele in a given set may be frequent in another • Similar structures of pooled data for populations and clones • The totality of the clones is not representative any base population 17 February 2013 Loss of alleles due to resistance breeding: the cas 24
  • 25. Literature review • Almost all comparisons consider pooled data • No differences in genetic structures between pooled data from populations and clones – variation “captured” • Private and locally rare alleles are lost in the population level: Picea sitchensis (Chaisurisri & El Kassaby 1994), Pseudotsuga menziesii (El Kassaby & Ritland 1996) • No alleles are lost – even increased – in pooled data: Thuja plicata (El Kassaby et al. 1993), Picea sitchensis (Chaisurisri & El Kassaby 1994), Pseudotsuga menziesii (El Kassaby & Ritland 1996) • Alleles are lost in pooled data: Picea glauca (Cheliak et al. 1988), Picea abies (Bergmann & Ruetz 1991), Picea glauca X engelmanni (Stoehr & El Kassaby 1997) – low differentiation (?) 17 February 2013 Loss of alleles due to resistance breeding: the cas 25
  • 26. Breeding strategies • To avoid allele loss, selection pressure should be lower • The mixture of clones from different origins can reduce allele loss and increase adaptability • However, adaptedness is probably reduced if a mixture of clones is planted • In species with little differentiation, mixed sets of clones may still have less alleles • More research is needed for the detection of possible associations between markers and resistance 17 February 2013 Loss of alleles due to resistance breeding: the cas 26
  • 27. Acknowledgements • Eric Teissier du Cros for his advice, support and coordination of the cypress projects • C. Andreoli, F.A. Aravanopoulos, G. Brofas, A. Doulis, B. Fady, E. Gillet, L. Leinemann, G. Lyrintzis, G. Mantakas, K.P. Panetsos, C. Pichot, P. Raddi, S. Raddi, P. Ramos, A. Santini, P. Tsopelas, M. Ziehe (and many more) for their assistance and advice • A. Drouzas and L. Iliadis for useful comments 17 February 2013 Loss of alleles due to resistance breeding: the cas 27