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Tests of taxonomic and
biogeographic predictivity
      Shelley Jansky, USDA
      Reinhard Simon, CIP
      David Spooner, USDA
Background
“[Prediction] means that one can describe a
trait as characteristic of all members of a
taxon before it has been verified for all.”
(Warburton, 1967)

“A primary function of classification is to
construct classes about which we can make
inductive generalizations.” (Gilmour, 1951)
“One of the greatest assets of a sound
classification is its predictive value.” (Mayr, 1969)
Germplasm
~40 species (~150 accessions)
14 of Hawkes’ 19 series
4 plastid-based clades + 1 outgroup




1, 2, 4, EBN
2x, 4x, 6x
Tests of predictivity
White mold
– Sclerotinia sclerotiorum
– Foliar fungus
Early blight
– Alternaria solani
– Foliar fungus
Colorado potato beetle
– Leptinotarsa decemlineata
– Defoliating insect
Soft rot
– Pectobacterium carotovorum
– Bacterium
Potato virus Y
Resistance to White Mold


                                           S. commersonii (Commersoniana, 4, 1, 2x)

                                                       S. palustre (outgroup, O, 1, 2x)

                                                      S. schenckii (Demissa, 4, 4, 6x)
Species (series, clade, EBN, ploidy)




                                       S. violaceimarmoratum (Conicibaccata, 4, 2, 2x)

                                                   S. etuberosum (outgroup, O, 1, 2x)

                                                    S. sparsipilum (Tuberosa, 4, 2, 2x)

                                              S. pinnatisectum (Pinnatisecta, 1, 1, 2x)

                                                 S. chacoense (Yungasensa, 4, 2, 2x)

                                                   S. tarijense (Yungasensa, 4, 2, 2x)

                                            S. bulbocastanum (Bulbocastana, 2, 1, 2x)

                                                          S. acaule (Acaulia, 4, 2, 4x)

                                           S. chomatophilum (Conicibaccata, 3, 2, 2x)

                                            S. raphanifolium (Megistacroloba, 4, 2, 2x)

                                                     S. jamesii (Pinnatisecta, 1, 1, 2x)

                                                     S. demissum (Demissa, 4, 1, 2x)

                                                                                           0   500 1000 1500 2000 2500 3000 3500 4000
                           (Crop Sci 2006 46:2561)                                                    Mean Rank Score
Resistance to Early Blight


                                                    S. neorossii (Tuberosa, 4, ?, 2x)

                                          S. commersonii (Commersoniana, 4, 1, 2x)
Species (series, clade, EBN, ploidy)




                                                  S. tarijense (Yungasensa, 4, 2, 2x)

                                          S. raphanifolium (Megistacroloba, 4, 2, 2x)

                                          S. bulbocastanum (Bulbocastana, 2, 1, 2x)

                                                  S. andreanum (Tuberosa, 3, 2, 2x)

                                                  S. sparsipilum (Tuberosa, 4, 2, 2x)

                                       S. megistacrolobum (Megistacroloba, 4, 2, 2x)

                                                        S. acaule (Acaulia, 4, 2, 4x)

                                                   S. demissum (Demissa, 4, 1, 2x)

                                                   S. brevicaule (Tuberosa, 4, 2, 2x)

                                                S. microdontum (Tuberosa, 4, 2, 2x)

                                             S. paucijugum (Conicibaccata, 3, 2, 4x)

                                                       S. albicans (Acaulia, 4, 4, 6x)

                                                    S. bukasovii (Tuberosa, 4, 2, 2x)

                                                                                         0   0.2   0.4     0.6   0.8   1      1.2   1.4   1.6
                        (Phytopath 2008 98:680)                                                          Early Blight Score
Resistant to Early Blight




Susceptible to Early Blight
Resistance to Colorado Potato Beetle

                                               S. pinnatisectum (Pinnatisecta, 1, 1, 2x)

                                                         S. immite (Tuberosa, 3, 1, 2x)

                                                 S. polyadenium (Polyadenia, 1, 1, 2x)
Species (series, clade, EBN, ploidy)




                                                        S. albornozii (Piurana, 3, 2, 2x)

                                                 S. chacoense (Yungasensa, 4, 2, 2x)

                                                      S. neorossii (Tuberosa, 4, ?, 2x)

                                                      S. jamesii (Pinnatisecta, 1, 1, 2x)

                                                    S. tarijense (Yungasensa, 4, 2, 2x)

                                           S. commersonii (Commersoniana, 4, 1, 2x)

                                           S. chomatophilum (Conicibaccata, 3, 2, 2x)

                                             S. stenophyllidium (Pinnatisecta, 1, 1, 2x)

                                                     S. demissum (Demissa, 4, 1, 2x)

                                                        S. palustre (outgroup, O, 1, 2x)

                                       S. violaceimarmoratum (Conicibaccata, 4, 2, 2x)

                                                        S. lesteri (Polyadenia, 1, 1, 2x)

                                                                                            0   100 200 300 400 500 600 700 800 900

                                       (J Econ Entomol 2009 102:422)                                        AUDPC
Resistance to Soft Rot

                                               S. paucijugum (Conicibaccata, 3, 2, 4x)
                                                     S. brevicaule (Tuberosa, 4, 2, 2x)
                                           S. commersonii (Commersoniana, 4, 1, 2x)
Species (series, clade, EBN, ploidy)




                                       S. violaceimarmoratum (Conicibaccata, 4, 2, 2x)
                                                    S. verrucosum (Tuberosa, 4, 2, 2x)
                                                      S. bukasovii (Tuberosa, 4, 2, 2x)
                                                  S. microdontum (Tuberosa, 4, 2, 2x)
                                             S. colombianum (Conicibaccata, 4, 2, 4x)
                                                    S. sparsipilum (Tuberosa, 4, 2, 2x)
                                               S. boliviense (Megistacroloba, 4, 2, 2x)
                                        S. megistacrolobum (Megistacroloba, 4, 2, 2x)
                                                 S. chacoense (Yungasensa, 4, 2, 2x)
                                           S. chomatophilum (Conicibaccata, 3, 2, 2x)
                                              S. cardiophyllum (Pinnatisecta, 2, 1, 2x)
                                                        S. albicans (Acaulia, 4, 4, 6x)

                                                                                          0   5   10 15 20 25 30 35 40 45 50

                                        (Phytopathol 2010 101:205)                                   Mean Rank Score
Resistance to Potato Virus Y




(Phytopath 2011 101:1074)
Accessions evaluated for       Accessions with resistance
resistance to potato virus Y   to potato virus Y
WM   EB   CPB   SR   PVY

S. bukasovii (2x, 2)
                                     X          X    X

S. bulbocastanum (2x,1)
                                X    X          X    X

S. chacoense (2x, 2)
                                X         X     X    X

S. chomatophilum (2x, 2)
                                X         X     X

S. commersonii (2x, 1)
                                X    X    X     X

S. demissum (2x, 1)
                                X    X    X

S. jamesii (2x, 1)
                                X         X          X

S. microdontum (2x, 2)
                                     X          X    X

S. pinnatisectum (2x, 1)
                                X         X          X

S. sparsipilum (2x, 2)
                                X    X          X

S. tarijense (2x, 2)
                                X    X    X

S. violaceimarmoratum (2x, 2)
                                X         X     X
WM   EB   CPB   SR   PVY

S. bukasovii (2x, 2)
                                     X          X    X

S. bulbocastanum (2x,1)
                                X    X          X    X

S. chacoense (2x, 2)
                                X         X     X    X

S. chomatophilum (2x, 2)
                                X         X     X

S. commersonii (2x, 1)
                                X    X    X     X

S. demissum (2x, 1)
                                X    X    X

S. jamesii (2x, 1)
                                X         X          X

S. microdontum (2x, 2)
                                     X          X    X

S. pinnatisectum (2x, 1)
                                X         X          X

S. sparsipilum (2x, 2)
                                X    X          X

S. tarijense (2x, 2)
                                X    X    X

S. violaceimarmoratum (2x, 2)
                                X         X     X
Conclusions
Significant differences among accessions
and genotypes within a species
Significant differences among species,
series, clades, EBN, and ploidy levels
No taxonomic grouping criterion identified
the most resistant species
Some biogeographic parameters
sometimes predicted the distribution of
resistance traits

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Shelley Jansky's and Reinhard Simon's talk on taxonomic and biogeographic predictivity in the framework of the expert consultation on the use of crop wild relatives for pre-breeding in potato

  • 1. Tests of taxonomic and biogeographic predictivity Shelley Jansky, USDA Reinhard Simon, CIP David Spooner, USDA
  • 2. Background “[Prediction] means that one can describe a trait as characteristic of all members of a taxon before it has been verified for all.” (Warburton, 1967) “A primary function of classification is to construct classes about which we can make inductive generalizations.” (Gilmour, 1951) “One of the greatest assets of a sound classification is its predictive value.” (Mayr, 1969)
  • 3. Germplasm ~40 species (~150 accessions) 14 of Hawkes’ 19 series 4 plastid-based clades + 1 outgroup 1, 2, 4, EBN 2x, 4x, 6x
  • 4. Tests of predictivity White mold – Sclerotinia sclerotiorum – Foliar fungus Early blight – Alternaria solani – Foliar fungus Colorado potato beetle – Leptinotarsa decemlineata – Defoliating insect Soft rot – Pectobacterium carotovorum – Bacterium Potato virus Y
  • 5. Resistance to White Mold S. commersonii (Commersoniana, 4, 1, 2x) S. palustre (outgroup, O, 1, 2x) S. schenckii (Demissa, 4, 4, 6x) Species (series, clade, EBN, ploidy) S. violaceimarmoratum (Conicibaccata, 4, 2, 2x) S. etuberosum (outgroup, O, 1, 2x) S. sparsipilum (Tuberosa, 4, 2, 2x) S. pinnatisectum (Pinnatisecta, 1, 1, 2x) S. chacoense (Yungasensa, 4, 2, 2x) S. tarijense (Yungasensa, 4, 2, 2x) S. bulbocastanum (Bulbocastana, 2, 1, 2x) S. acaule (Acaulia, 4, 2, 4x) S. chomatophilum (Conicibaccata, 3, 2, 2x) S. raphanifolium (Megistacroloba, 4, 2, 2x) S. jamesii (Pinnatisecta, 1, 1, 2x) S. demissum (Demissa, 4, 1, 2x) 0 500 1000 1500 2000 2500 3000 3500 4000 (Crop Sci 2006 46:2561) Mean Rank Score
  • 6. Resistance to Early Blight S. neorossii (Tuberosa, 4, ?, 2x) S. commersonii (Commersoniana, 4, 1, 2x) Species (series, clade, EBN, ploidy) S. tarijense (Yungasensa, 4, 2, 2x) S. raphanifolium (Megistacroloba, 4, 2, 2x) S. bulbocastanum (Bulbocastana, 2, 1, 2x) S. andreanum (Tuberosa, 3, 2, 2x) S. sparsipilum (Tuberosa, 4, 2, 2x) S. megistacrolobum (Megistacroloba, 4, 2, 2x) S. acaule (Acaulia, 4, 2, 4x) S. demissum (Demissa, 4, 1, 2x) S. brevicaule (Tuberosa, 4, 2, 2x) S. microdontum (Tuberosa, 4, 2, 2x) S. paucijugum (Conicibaccata, 3, 2, 4x) S. albicans (Acaulia, 4, 4, 6x) S. bukasovii (Tuberosa, 4, 2, 2x) 0 0.2 0.4 0.6 0.8 1 1.2 1.4 1.6 (Phytopath 2008 98:680) Early Blight Score
  • 7. Resistant to Early Blight Susceptible to Early Blight
  • 8. Resistance to Colorado Potato Beetle S. pinnatisectum (Pinnatisecta, 1, 1, 2x) S. immite (Tuberosa, 3, 1, 2x) S. polyadenium (Polyadenia, 1, 1, 2x) Species (series, clade, EBN, ploidy) S. albornozii (Piurana, 3, 2, 2x) S. chacoense (Yungasensa, 4, 2, 2x) S. neorossii (Tuberosa, 4, ?, 2x) S. jamesii (Pinnatisecta, 1, 1, 2x) S. tarijense (Yungasensa, 4, 2, 2x) S. commersonii (Commersoniana, 4, 1, 2x) S. chomatophilum (Conicibaccata, 3, 2, 2x) S. stenophyllidium (Pinnatisecta, 1, 1, 2x) S. demissum (Demissa, 4, 1, 2x) S. palustre (outgroup, O, 1, 2x) S. violaceimarmoratum (Conicibaccata, 4, 2, 2x) S. lesteri (Polyadenia, 1, 1, 2x) 0 100 200 300 400 500 600 700 800 900 (J Econ Entomol 2009 102:422) AUDPC
  • 9. Resistance to Soft Rot S. paucijugum (Conicibaccata, 3, 2, 4x) S. brevicaule (Tuberosa, 4, 2, 2x) S. commersonii (Commersoniana, 4, 1, 2x) Species (series, clade, EBN, ploidy) S. violaceimarmoratum (Conicibaccata, 4, 2, 2x) S. verrucosum (Tuberosa, 4, 2, 2x) S. bukasovii (Tuberosa, 4, 2, 2x) S. microdontum (Tuberosa, 4, 2, 2x) S. colombianum (Conicibaccata, 4, 2, 4x) S. sparsipilum (Tuberosa, 4, 2, 2x) S. boliviense (Megistacroloba, 4, 2, 2x) S. megistacrolobum (Megistacroloba, 4, 2, 2x) S. chacoense (Yungasensa, 4, 2, 2x) S. chomatophilum (Conicibaccata, 3, 2, 2x) S. cardiophyllum (Pinnatisecta, 2, 1, 2x) S. albicans (Acaulia, 4, 4, 6x) 0 5 10 15 20 25 30 35 40 45 50 (Phytopathol 2010 101:205) Mean Rank Score
  • 10. Resistance to Potato Virus Y (Phytopath 2011 101:1074)
  • 11.
  • 12. Accessions evaluated for Accessions with resistance resistance to potato virus Y to potato virus Y
  • 13. WM EB CPB SR PVY S. bukasovii (2x, 2) X X X S. bulbocastanum (2x,1) X X X X S. chacoense (2x, 2) X X X X S. chomatophilum (2x, 2) X X X S. commersonii (2x, 1) X X X X S. demissum (2x, 1) X X X S. jamesii (2x, 1) X X X S. microdontum (2x, 2) X X X S. pinnatisectum (2x, 1) X X X S. sparsipilum (2x, 2) X X X S. tarijense (2x, 2) X X X S. violaceimarmoratum (2x, 2) X X X
  • 14. WM EB CPB SR PVY S. bukasovii (2x, 2) X X X S. bulbocastanum (2x,1) X X X X S. chacoense (2x, 2) X X X X S. chomatophilum (2x, 2) X X X S. commersonii (2x, 1) X X X X S. demissum (2x, 1) X X X S. jamesii (2x, 1) X X X S. microdontum (2x, 2) X X X S. pinnatisectum (2x, 1) X X X S. sparsipilum (2x, 2) X X X S. tarijense (2x, 2) X X X S. violaceimarmoratum (2x, 2) X X X
  • 15. Conclusions Significant differences among accessions and genotypes within a species Significant differences among species, series, clades, EBN, and ploidy levels No taxonomic grouping criterion identified the most resistant species Some biogeographic parameters sometimes predicted the distribution of resistance traits

Notas do Editor

  1. Inductive = Making a generalization from specific cases