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Using Genomics to Unravel the Mysteries of
Sclerotinia homoeocarpa

Lane Tredway, Ignazio Carbone, Bangya Ma, Alex Putman, and
Troy Taylor
Department of Plant Pathology
North Carolina State University
Much of North Carolina is in the Transition Zone



                                                  Piedmont

       Blue Ridge

                                                         Coastal Plain


  Transition Zone
  both warm- and cool-season grasses marginally
  adapted
fairy ring                                         spring dead spot
                                 bacteria?




               sting nematodes




diagnostics


                                                   online decision aids




                            fungicide evaluation
The Most Important
Turf Disease

• infects all grasses grown for
 turf

• develops under a broad range
 of environmental conditions

• ~40% of fungicides applied to
 turf in US are for control of
 dollar spot

• develops resistance to
 fungicides very quickly
Historical Perspective

• dollar spot first observed in
 1920’s

• S. homoeocarpa described by
 F.T. Bennet in 1937

• Jackson determined that
 Sclerotinia was an improper
 designation in 1973

• In 1979, Kohn proposed Lanzia
 or Moellerodiscus as likely
 classifications
Holst-Jensen et al., 1997
Mycologia 89:885

• used rDNA sequences to study
 phylogenetic relationships in
 the Sclerotineaceae and
 Rutstroemiaceae

• confirmed that S. homoeocarpa
 belongs to Family
 Rutstroemiaceae and is most
 closely related to the genera
 Poculum and Rutstroemia
Rutstroemiaceae

• widespread in temperate
 climates

• produce substratal stroma,
 not sclerotia

• includes the genera
 Lambertella, Lanzia,
 Poculum, Rutstroemia

• saprophytic fungi that
 grown on dead wood and
 bark
Banner Maxx (1 fl oz)
                                                                                EC50 = 0.011
Historical Perspective:
Fungicide Resistance

• resistance to anilazine and
 cadmium fungicides first
 reported in 1960’s

• benzimidazole resistance      Banner Maxx (1 fl oz)
                                                                                 EC50 = 0.054
  reported in 1970’s

• DMI and dicarboxamide
 resistance reported in
 1980’s

• carboxamide resistance.....
                                                       Plots treated with Banner Maxx
                                                                1 fl oz/1000 ft2
                                                                14 day interval
Project Objectives
• develop a global sample of S.
 homoeocarpa populations

• determine the genetic
 structure of populations

• investigate the molecular
 mechanisms governing
 fungicide sensitivity

• understand the population
 dynamics leading to fungicide
 resistance
Developing a global sample of S. homoeocarpa populations
Multilocus Sequence Analysis of S. homoeocarpa Populations
Multilocus Sequence Analysis of S. homoeocarpa Populations
Multilocus Sequence Analysis of S. homoeocarpa Populations
Multilocus Sequence Analysis of S. homoeocarpa Populations
Sclerotinia homoeocarpa Genome Project

• collaboration among NC State (Tredway and Carbone) and Ohio State
  (Boehm and Mitchell)

• sequencing funded by Center for Turfgrass Science at NC State and
  performed by J. Craig Venter Institute

• selected Ohio State lab strain (MB01) for analysis

• combination of Sanger and Illumina sequencing techniques employed
  to yield 70x coverage

• isolate from seashore paspalum sequenced independently by
  Harmon
Comparison of S. homoecarpa genome to species in Family Sclerotineaceae
Characterization of Mating Type Loci

• isolate MB01 contains the MAT1-1 idiomorph

• Florida isolate contains MAT1-2 idiomorph

• PCR assay developed to determine mating type distribution in
 populations

• current data suggests that both mating types are present in
 populations from cool- and warm-season turfgrasses
Characterization of Mating Type Loci

• isolate MB01 contains the MAT1-1 idiomorph

• Florida isolate contains MAT1-2 idiomorph

• PCR assay developed to determine mating type distribution in
 populations

• current data suggests that both mating types are present in
 populations from cool- and warm-season turfgrasses

                                         PCR assay for detection of
Development of
Microsatellite Markers

• 8090 microsatellites loci                    annealing temperature
  detected in genome
 scaffolds

• 791 candidate loci selected
 for further analysis

• 22 tested and discarded

• 1 informative locus identified

• 36 more in various stages of
  testing

                                   testing assay in diverse sample population
Sensitivity to DMI fungicides in Fungal Pathogens

• DMIs inhibit the production of ergosterol, a key component of fungal
  cell membranes

• bind to cytochrome P450 lanosterol 14a-demethylase gene (CYP51)

• known resistance mechanisms

     • point mutations in CYP51 leading to reduced binding affinity

     • increased constituitive expression of CYP51

     • energy-dependent drug efflux mechanisms (ATP-binding
       cassette transporter proteins)
Characterization of ShCYP51

• initial 547-bp fragment amplified using degenerate primers developed
 based on CYP51 sequence in Monolinia fructicola and Sclerotinia
 sclerotiorum

• remainder of coding sequence and upstream promoters sequenced
 by genomic walking


             !"#$%!&'()'*+,-./!      !"#$%(0-1-2("$34!&'!




                                           introns at 247-299 bp and 498-555 bp
ShCYP51 Sequence Similarities
                                                              AA position in ShCYP51   82                                           125
                                                              S. homoeocarpa           K Y G D V F T F I                    -- -- L T T P V F G Q D V V Y D C P N
                                                              Monilinia fructicola     K Y G D V F T F I                    -- -- L T T P V F G K D V V Y D C P N
                                                              Rat                      K Y G P V F S F T -- -- L T T P V F G K G V A Y D V P N
                                                              Human                    K Y G P V F S F T -- -- L T T P V F G K G V A Y D V P N
                                                              Candida albicans         K Y G D V F S F M -- -- L T T P V F G K G V I                                        Y D C P N

    Monolinia fructicola                                                               *    *   *       *   *       *               *   *   *   *   *   *   *         *     *   *       *   *
                                                                                                    CR1                                                         CR2


                                                              AA position in ShCYP51   219                                                      284
                                                              S. homoeocarpa           A A L Y H D L D M G F S -- -- T Y K D G T P V P D K E I
                                                              M. fructicola            A S L Y H D L D M G F S -- -- S Y K D G T P V P D K E I
  Botryotinia fuckeliana                                      Rat                      A Q L Y A D L D G G F S -- -- T Y K D G R P L T D D E I
                                                              Human                    A Q L Y A D L D G G F S -- -- T Y K D G R P L T D D E V
                                                              C. albicans              A Q L Y S D L D K G F T -- -- T Y K D G V K M T D Q E I
                                                                                       *        *   *       *   *   *       *   *                   *   *   *   *                       *
                                                                                                            CR3                                                     CR4

     Blumeria graminis                                        AA position in ShCYP51                                                                                      362
                                                              S. homoeocarpa           A H M M I            A L L M A G Q H S S S S S S -- -- L K E T L R L
                                                              M. fructicola            A N M M I            A L L M A G Q H S S S S S I                             -- -- L K E T L R L
                                                              Rat                      A G M L I            G L L L A G Q H T S S T T S -- -- I                             K E T L R L
                                                              Human                    A G M L I            G L L L A G Q H T S S T T S -- -- I                             K E T L R L

Sclerotinia sclerotiorum                                      C. albicans              A N L L I
                                                                                       *                *
                                                                                                            G I     L M G G Q H T S A S T S -- -- I
                                                                                                                    *           *   *   *       *
                                                                                                                                                                            K E T L R M
                                                                                                                                                                            *   *   *   *   *
                                                                                                                CR4 (continued)                                                 CR5



                           0   25       50         75   100   AA position in ShCYP51   457
                                                              S. homoeocarpa           Y L P F G A G R H R C I                          G E Q F A T V N

                                    % Similarity              M. fructicola            Y L P F G A G S H R C I                          G E Q F A N V Q
                                                              Rat                      Y V P F G A G R H R C I                          G E N F A Y V Q
                                                              Human                    Y V P F G A G R H R C I                          G E N F A Y V Q
                                                              C. albicans              Y L P F G G G R H R C I                          G E Q F A Y V Q
                                                                                       *        *   *   *       *       *   *   *   *   *   *       *   *
                                                                                                                    CR6
propiconazole sensitivity (EC50 ppm)




                                            0.08!




                           0.04!




           0.00!
                   0.02!
                                   0.06!
                                                                0.10!
                                                                                  0.12!
     LWC27!
      VGC5!
      PST4!
      LWC5!
   CHCC10!
761ShME-42!
    LWC38!
     PST48!
     LWC10!
    LWC33!
    PhPG22!
   RE18G8!
   RE18G45!
 263ShCT-3!
     PhPG4!
 363ShCT18!
    RE18G4!
     PhPG9!
 451ShCT76!
  RCC18G2!
537ShCT137!
 522ShNY-9!
   RE18G35!
  RE18G38!
 RCC18G15!
  RCCPG18!
557ShCT173!
        F42!
       G72!
  677ShRI-9!
       G62!
658ShMA-80!
      S088!
      H127!
        G1!
500ShCT123!
   RE18G16!
       A22!
        G5!
                                           W532L mutation!
                                                                V102G mutation!




 725ShME19!
                                           Upstream mutation!




       G79!
        D3!
         A4!
                                                                                          Three mutations observed in ShCYP51 and promoter
Constituitive Expression of CYP51 in S. homoeocarpa

                                     2.00
 Relative Expression (CYP51/b-tub)




                                     1.50
                                            1.4                               1.4           1.4
                                                         1.3            1.3
                                                                  1.2                               1.2
                                     1.00                                                                  1.1
                                                  0.9
                                                                                    0.7
                                     0.50



                                       0
                                                  sensitive isolates                insensitive isolates
Relative Expression (CYP51/b-tub)




                                                                              0!
                                                                              5!
                                                                             10!
                                                                             15!
                                                                             20!
                                                                             25!
                                                                             30!
                                                                             35!
                                                                             40!
                                                                                                              0!
                                                                                                              5!
                                                                                                             10!
                                                                                                             15!
                                                                                                             20!
                                                                                                             25!
                                                                                                             30!
                                                                                                             35!
                                                                                                             40!




                                                                   PS                            PS
                                                              C                               C
                                                                H T4!                           H T4!
                                                                 C                               C
                                                                   C                               C
                                                                     1                               1
                                                                 VG 0!                           VG 0!
                                                             R                               R
                                                               E1 C5                           E1 C5
                                                                  8G !                            8G !
                                                                LW 45                           LW 45
                                                                         !                               !
                                                                   C                               C
                                                                     1                               1
                                                                 LW 0!                           LW 0!
                                                                    C                               C
                                                                                                               Sensitive isolate!




                                                                       5!                              5!
                                                                                                               Insensitive isolate!




                                                                    A                               A
                                                                       4!                              4!
                                                                   A                               A
                                                                     22                              22
                                                                         !                               !
                                                                    G                               G
                                                                       5                               5
                                                                  H !                             H !
                                                                   12                              12
                                                                       7                               7
                                                             72   S0 !                       72 S0 !
                                                                5S 88                          5S 88
                                                                  H !                             H !
                                                                    M                               M
                                                                                                      E!
                                                                                                                        0h




                                                                      E!
                                                                                      24 h
                                                                                                              0!
                                                                                                              5!
                                                                                                             10!
                                                                                                             15!
                                                                                                             20!
                                                                                                             25!
                                                                                                             30!
                                                                                                             35!
                                                                                                             40!




                                                                              0!
                                                                              5!
                                                                             10!
                                                                             15!
                                                                             20!
                                                                             25!
                                                                             30!
                                                                             35!
                                                                             40!




                                                                   PS                            PS
                                                               C                              C
                                                                                                H T4!
                                                                H T4!
                                                                 C                               C
                                                                   C                               C
                                                                     1                               1
                                                                 VG 0!                           VG 0!
                                                             R                               R
                                                               E1 C5                           E1 C5
                                                                  8G !                            8G !
                                                                LW 45                           LW 45
                                                                         !                               !
                                                                   C                               C
                                                                     1                               1
                                                                 LW 0!                           LW 0!
                                                                    C                               C
                                                                       5!                              5!
                                                                    A                               A
                                                                       4!                              4!
                                                                   A                               A
                                                                     22                              22
                                                                         !                               !
                                                                    G                               G
                                                                       5                               5
                                                                  H !                             H !
                                                                   12                              12
                                                                       7                               7
                                                             72   S0 !                       72 S0 !
                                                                5S 88                          5S 88
                                                                  H !                             H !
                                                                    M                               M
                                                                                                                        1h




                                                                      E!                              E!
                                                                                      48 h




ShCYP51 expression as influenced by propiconazole exposure
18!     Sensitive group!                    A!
                                          Insensitive group!




Relative expression of ShCYP51!
                                  12!


                                   6!


                                   0!
                                           0 h!                1 h!   24 h!        48 h!
                                  18!
                                               Sensitive group!               B!
                                               Insensitive group!
                                  12!


                                   6!


                                   0!
                                           0 h!                1 h!   24 h!        48 h!

                                        ShCYP51 expression as influenced by propiconazole exposure
Constituitive and Induced Expression of ABCs
                                                                         *!!"
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Summary and Conclusions

• S. homoeocarpa populations are subdivided among cool- and warm-
 season turfgrass hosts

• availability of genome sequence data has accelerated our research in
 several directions

• both mating types are present in S. homoeocarpa populations

• while the genetic basis of DMI resistance remains unknown, induced
 expression of CYP51 and increased constituitive expression of ABC
 genes appear to be involved
Acknowledgements

 NC State Turf Pathology           Collaborators
 Lee Butler                        Ignazio Carbone
 Mike Soika                        Mike Boehm
 Bangya Ma                         John Kaminski
 Alex Putman                       Bruce Clarke
 Joseph Roberts                    Micah Woods
 Troy Taylor                       Ruth Mann
 Jordan Teisher                    Phil Harmon
                                   Jo Anne Crouch
 Funding                           Ned Tisserat
 Center for Turfgrass Science at   Maria Tomaso-Peterson
 NC State University               Frank Wong
                                   Alejandro Canegallo

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Using Genomics to Unravel the Mysteries of Sclerotinia homeoeocarpa

  • 1. Using Genomics to Unravel the Mysteries of Sclerotinia homoeocarpa Lane Tredway, Ignazio Carbone, Bangya Ma, Alex Putman, and Troy Taylor Department of Plant Pathology North Carolina State University
  • 2. Much of North Carolina is in the Transition Zone Piedmont Blue Ridge Coastal Plain Transition Zone both warm- and cool-season grasses marginally adapted
  • 3. fairy ring spring dead spot bacteria? sting nematodes diagnostics online decision aids fungicide evaluation
  • 4. The Most Important Turf Disease • infects all grasses grown for turf • develops under a broad range of environmental conditions • ~40% of fungicides applied to turf in US are for control of dollar spot • develops resistance to fungicides very quickly
  • 5. Historical Perspective • dollar spot first observed in 1920’s • S. homoeocarpa described by F.T. Bennet in 1937 • Jackson determined that Sclerotinia was an improper designation in 1973 • In 1979, Kohn proposed Lanzia or Moellerodiscus as likely classifications
  • 6. Holst-Jensen et al., 1997 Mycologia 89:885 • used rDNA sequences to study phylogenetic relationships in the Sclerotineaceae and Rutstroemiaceae • confirmed that S. homoeocarpa belongs to Family Rutstroemiaceae and is most closely related to the genera Poculum and Rutstroemia
  • 7. Rutstroemiaceae • widespread in temperate climates • produce substratal stroma, not sclerotia • includes the genera Lambertella, Lanzia, Poculum, Rutstroemia • saprophytic fungi that grown on dead wood and bark
  • 8. Banner Maxx (1 fl oz) EC50 = 0.011 Historical Perspective: Fungicide Resistance • resistance to anilazine and cadmium fungicides first reported in 1960’s • benzimidazole resistance Banner Maxx (1 fl oz) EC50 = 0.054 reported in 1970’s • DMI and dicarboxamide resistance reported in 1980’s • carboxamide resistance..... Plots treated with Banner Maxx 1 fl oz/1000 ft2 14 day interval
  • 9. Project Objectives • develop a global sample of S. homoeocarpa populations • determine the genetic structure of populations • investigate the molecular mechanisms governing fungicide sensitivity • understand the population dynamics leading to fungicide resistance
  • 10.
  • 11. Developing a global sample of S. homoeocarpa populations
  • 12. Multilocus Sequence Analysis of S. homoeocarpa Populations
  • 13. Multilocus Sequence Analysis of S. homoeocarpa Populations
  • 14. Multilocus Sequence Analysis of S. homoeocarpa Populations
  • 15. Multilocus Sequence Analysis of S. homoeocarpa Populations
  • 16. Sclerotinia homoeocarpa Genome Project • collaboration among NC State (Tredway and Carbone) and Ohio State (Boehm and Mitchell) • sequencing funded by Center for Turfgrass Science at NC State and performed by J. Craig Venter Institute • selected Ohio State lab strain (MB01) for analysis • combination of Sanger and Illumina sequencing techniques employed to yield 70x coverage • isolate from seashore paspalum sequenced independently by Harmon
  • 17.
  • 18.
  • 19. Comparison of S. homoecarpa genome to species in Family Sclerotineaceae
  • 20. Characterization of Mating Type Loci • isolate MB01 contains the MAT1-1 idiomorph • Florida isolate contains MAT1-2 idiomorph • PCR assay developed to determine mating type distribution in populations • current data suggests that both mating types are present in populations from cool- and warm-season turfgrasses
  • 21. Characterization of Mating Type Loci • isolate MB01 contains the MAT1-1 idiomorph • Florida isolate contains MAT1-2 idiomorph • PCR assay developed to determine mating type distribution in populations • current data suggests that both mating types are present in populations from cool- and warm-season turfgrasses PCR assay for detection of
  • 22. Development of Microsatellite Markers • 8090 microsatellites loci annealing temperature detected in genome scaffolds • 791 candidate loci selected for further analysis • 22 tested and discarded • 1 informative locus identified • 36 more in various stages of testing testing assay in diverse sample population
  • 23. Sensitivity to DMI fungicides in Fungal Pathogens • DMIs inhibit the production of ergosterol, a key component of fungal cell membranes • bind to cytochrome P450 lanosterol 14a-demethylase gene (CYP51) • known resistance mechanisms • point mutations in CYP51 leading to reduced binding affinity • increased constituitive expression of CYP51 • energy-dependent drug efflux mechanisms (ATP-binding cassette transporter proteins)
  • 24. Characterization of ShCYP51 • initial 547-bp fragment amplified using degenerate primers developed based on CYP51 sequence in Monolinia fructicola and Sclerotinia sclerotiorum • remainder of coding sequence and upstream promoters sequenced by genomic walking !"#$%!&'()'*+,-./! !"#$%(0-1-2("$34!&'! introns at 247-299 bp and 498-555 bp
  • 25. ShCYP51 Sequence Similarities AA position in ShCYP51 82 125 S. homoeocarpa K Y G D V F T F I -- -- L T T P V F G Q D V V Y D C P N Monilinia fructicola K Y G D V F T F I -- -- L T T P V F G K D V V Y D C P N Rat K Y G P V F S F T -- -- L T T P V F G K G V A Y D V P N Human K Y G P V F S F T -- -- L T T P V F G K G V A Y D V P N Candida albicans K Y G D V F S F M -- -- L T T P V F G K G V I Y D C P N Monolinia fructicola * * * * * * * * * * * * * * * * * * CR1 CR2 AA position in ShCYP51 219 284 S. homoeocarpa A A L Y H D L D M G F S -- -- T Y K D G T P V P D K E I M. fructicola A S L Y H D L D M G F S -- -- S Y K D G T P V P D K E I Botryotinia fuckeliana Rat A Q L Y A D L D G G F S -- -- T Y K D G R P L T D D E I Human A Q L Y A D L D G G F S -- -- T Y K D G R P L T D D E V C. albicans A Q L Y S D L D K G F T -- -- T Y K D G V K M T D Q E I * * * * * * * * * * * * * CR3 CR4 Blumeria graminis AA position in ShCYP51 362 S. homoeocarpa A H M M I A L L M A G Q H S S S S S S -- -- L K E T L R L M. fructicola A N M M I A L L M A G Q H S S S S S I -- -- L K E T L R L Rat A G M L I G L L L A G Q H T S S T T S -- -- I K E T L R L Human A G M L I G L L L A G Q H T S S T T S -- -- I K E T L R L Sclerotinia sclerotiorum C. albicans A N L L I * * G I L M G G Q H T S A S T S -- -- I * * * * * K E T L R M * * * * * CR4 (continued) CR5 0 25 50 75 100 AA position in ShCYP51 457 S. homoeocarpa Y L P F G A G R H R C I G E Q F A T V N % Similarity M. fructicola Y L P F G A G S H R C I G E Q F A N V Q Rat Y V P F G A G R H R C I G E N F A Y V Q Human Y V P F G A G R H R C I G E N F A Y V Q C. albicans Y L P F G G G R H R C I G E Q F A Y V Q * * * * * * * * * * * * * CR6
  • 26. propiconazole sensitivity (EC50 ppm) 0.08! 0.04! 0.00! 0.02! 0.06! 0.10! 0.12! LWC27! VGC5! PST4! LWC5! CHCC10! 761ShME-42! LWC38! PST48! LWC10! LWC33! PhPG22! RE18G8! RE18G45! 263ShCT-3! PhPG4! 363ShCT18! RE18G4! PhPG9! 451ShCT76! RCC18G2! 537ShCT137! 522ShNY-9! RE18G35! RE18G38! RCC18G15! RCCPG18! 557ShCT173! F42! G72! 677ShRI-9! G62! 658ShMA-80! S088! H127! G1! 500ShCT123! RE18G16! A22! G5! W532L mutation! V102G mutation! 725ShME19! Upstream mutation! G79! D3! A4! Three mutations observed in ShCYP51 and promoter
  • 27. Constituitive Expression of CYP51 in S. homoeocarpa 2.00 Relative Expression (CYP51/b-tub) 1.50 1.4 1.4 1.4 1.3 1.3 1.2 1.2 1.00 1.1 0.9 0.7 0.50 0 sensitive isolates insensitive isolates
  • 28. Relative Expression (CYP51/b-tub) 0! 5! 10! 15! 20! 25! 30! 35! 40! 0! 5! 10! 15! 20! 25! 30! 35! 40! PS PS C C H T4! H T4! C C C C 1 1 VG 0! VG 0! R R E1 C5 E1 C5 8G ! 8G ! LW 45 LW 45 ! ! C C 1 1 LW 0! LW 0! C C Sensitive isolate! 5! 5! Insensitive isolate! A A 4! 4! A A 22 22 ! ! G G 5 5 H ! H ! 12 12 7 7 72 S0 ! 72 S0 ! 5S 88 5S 88 H ! H ! M M E! 0h E! 24 h 0! 5! 10! 15! 20! 25! 30! 35! 40! 0! 5! 10! 15! 20! 25! 30! 35! 40! PS PS C C H T4! H T4! C C C C 1 1 VG 0! VG 0! R R E1 C5 E1 C5 8G ! 8G ! LW 45 LW 45 ! ! C C 1 1 LW 0! LW 0! C C 5! 5! A A 4! 4! A A 22 22 ! ! G G 5 5 H ! H ! 12 12 7 7 72 S0 ! 72 S0 ! 5S 88 5S 88 H ! H ! M M 1h E! E! 48 h ShCYP51 expression as influenced by propiconazole exposure
  • 29. 18! Sensitive group! A! Insensitive group! Relative expression of ShCYP51! 12! 6! 0! 0 h! 1 h! 24 h! 48 h! 18! Sensitive group! B! Insensitive group! 12! 6! 0! 0 h! 1 h! 24 h! 48 h! ShCYP51 expression as influenced by propiconazole exposure
  • 30. Constituitive and Induced Expression of ABCs *!!" )!!" !"#$% (!!" )"!# '!!" &!!" ("!# %!!" $!!" '"!# #!!" !" &"!# +!!" " " " " " 4" " $" -& 0& 1' $) ** #! /6-$# 3# 0$ +, /# ,! .. *!!" /2 ./ /6-%# !"#'% ', )!!" )$ %"!# /6-&# (!!" '!!" $"!# &!!" %!!" !"!# $!!" #!!" # !# # # # # # # ,' % 0( %1 22 5 /' $ /% 4$ *+ -- .$ +! .3 !" -. (+ 1% '#!" " " " " " +" " $" .& 1& 2' $) ** #! 4# 1$ ,- 0# -! // 3 /0 !"#&% -0 '!!" ' )$ &!" %!" $!" #!" !" " " " " " 3" " #" *$ -$ ./ #0 && '! 2' -# () ,' )! ++ ,1 +, /) 0#
  • 31. Summary and Conclusions • S. homoeocarpa populations are subdivided among cool- and warm- season turfgrass hosts • availability of genome sequence data has accelerated our research in several directions • both mating types are present in S. homoeocarpa populations • while the genetic basis of DMI resistance remains unknown, induced expression of CYP51 and increased constituitive expression of ABC genes appear to be involved
  • 32. Acknowledgements NC State Turf Pathology Collaborators Lee Butler Ignazio Carbone Mike Soika Mike Boehm Bangya Ma John Kaminski Alex Putman Bruce Clarke Joseph Roberts Micah Woods Troy Taylor Ruth Mann Jordan Teisher Phil Harmon Jo Anne Crouch Funding Ned Tisserat Center for Turfgrass Science at Maria Tomaso-Peterson NC State University Frank Wong Alejandro Canegallo

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