Funding Acknowledgements
•   National Science Foundation
     – Research Coordination Networks in Biology
     – Oomycete Genomics Research Collaboration Network
     – 2007-2012
•   USDA CSREES
     – Microbial Genome Sequencing Program
     – Phytophthora parasitica Genome Sequence
     – 2010-2013
•   USDA NIFA
     – Oomycete Coordinated Agricultural Project
     – Integrated management of oomycete diseases of soybean and
       other crop plants
     – 2011-2016
Oomycete Genomics, Past, Present and
             Future

                     Brett Tyler


  Center for Genome Research and Biocomputing
                  Oregon State University
                           and
           Virginia Bioinformatics Institute
     Virginia Polytechnic Institute and State University
Some Phytophthora hosts
Phytophthora          alfalfa            larch
  Genome              almond
                      apple
                                         macadamia
                                         melon
                      apricot
 Sequencing                              mustard
                      avocado            oak
                      azalea             oil palm
                      banana             papaya
> 120 destructive     bean (Phaseolus)   passionfruit
pathogen species      blackberry         pea (Pisum)
                      blueberry          peach
                      Brassica           pear
    Sequenced         cabbage            pecan
    In progress       cacao              pepper
                      canola             periwinkle
                      cantaloupe         pine
                      carnation          pineapple
                      cauliflower        pistachio
                      cedar              plum
                      chestnut           pomegranate
                      chickpea           potato
                      citrus             pumpkin
                      clover             raspberry
                      coconut            rhododendron
                      coffee             safflower
                      cotton             sesame
                      cowpea             soybean
                      cranberry          squash
                      cucurbits          strawberry
                      date palm          sugar beet
                      egg plant          sunflower
                      eucalyptus         tobacco
                      fir                tomato
                      guava              viburnum
                      hibiscus           walnut
                      hops               zucchini
Some Phytophthora hosts
Phytophthora                     alfalfa            larch
  Genome                         almond
                                 apple
                                                    macadamia
                                                    melon
                                 apricot
 Sequencing                                         mustard
                                 avocado            oak
                                 azalea             oil palm
                                 banana             papaya
> 120 destructive                bean (Phaseolus)   passionfruit
pathogen species                 blackberry         pea (Pisum)
                                 blueberry          peach
                                 Brassica           pear
    Sequenced                    cabbage            pecan
    In progress                  cacao              pepper
                                 canola             periwinkle
    New initiative with BGI      cantaloupe         pine
    (eventually all species)     carnation          pineapple
                                 cauliflower        pistachio
                                 cedar              plum
                                 chestnut           pomegranate
                                 chickpea           potato
                                 citrus             pumpkin
                                 clover             raspberry
                                 coconut            rhododendron
                                 coffee             safflower
                                 cotton             sesame
                                 cowpea             soybean
                                 cranberry          squash
                                 cucurbits          strawberry
                                 date palm          sugar beet
                                 egg plant          sunflower
                                 eucalyptus         tobacco
                                 fir                tomato
                                 guava              viburnum
                                 hibiscus           walnut
                                 hops               zucchini
Oomycete Genome Comparisons
• P. sojae vs P.ramorum vs P. infestans
   – ~9,800 orthologs
   – 45-55% of genome orthologous
   – 25-45% in recognizable gene families
   – ~10% unique
• H. arabidopsidis
   – ~4400 orthologs
   – most gene families smaller
   – some genes missing
      • zoospore function
      • inorganic sulfur and nitrogen assimilation
Conserved gene order within the Peronosporales


Hyaloperonospora
  arabidopsidis
scaffolds 9; 126; 7; 47
Baxter et al 2010


Phytophthora
  infestans
supercontig1.1
Haas et al 2009



Phytophthora
 ramorum
scaffold_1
Tyler et al 2006



Pythium ultimum
scf1117875581354
Levesque et al 2010
                                            PHRINGE analysis: Jeff Boore
Effector genes are associated with repeat rich
        regions in oomycete genomes




       Haas et al (2009) Nature 461(7262): 393-399
Protein toxin genes have expanded subsequent to speciation
                  the NPP1 family          Credit: Mark Gijzen

   Necrosis = death:                                 P. sojae
   effect of P.sojae NIP                             P. ramorum




Qutob et al Plant J. 32, 361, 2002
Rapidly diverging RXLR superfamily in Oomycetes
   median                    27aa        14aa                                 126aa
   range                    10-67aa     7-55aa                               28-835aa

       Signal Peptide                 RXLR       dEER


                                                        P. sojae           ~400
                                                        P. ramorum         ~370
                                                        P. infestans       ~550
                                                        H. arabidopsidis   ~130

                                                             Includes 16/17
                                                             cloned oomycete
                                                             avirulence genes
                                                             PsAvr1a, PsAvr1b,
                                                             PsAvr1k, PsAvr3a,
                                                             PsAvr3b, PsAvr3c,
                                                             PsAvr4/6, PsAvr5
                                                             PiAvr1, PiAvr2,
                                                             PiAvr3a, PiAvr4,
                                                             PiAvrPlb1/ipiO1,
                                                             PiAvrPlb2,
                                                             HaAtr1, HaAtr13
Jiang et al PNAS                                             HaAtr5
105(12), 4874-4879 (2008)
Data, data, everywhere but ...

                    is it knowledge?

   Even today the ability to generate high throughput
    sequencing and other “omic” data is outstripping the ability
    to transform the data into knowledge

   Automated data processing pipelines are not a substitute
    for human insight
Integration of Oomycete & Fungal Database
                           Resources
VMD
vmd.vbi.vt.edu




FungiDB
www.FungiDB.org




DOE JGI Mycocosm
http://genome.jgi-
psf.org/programs/fung
i/index.jsf
PERL and a Pipetman
    Life in a data-rich environment

Every experimental biologist needs to be a computational
                      biologist too




 Theory                       Experiment




 Modeling                     Simulation

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Tyler presentation

  • 1. Funding Acknowledgements • National Science Foundation – Research Coordination Networks in Biology – Oomycete Genomics Research Collaboration Network – 2007-2012 • USDA CSREES – Microbial Genome Sequencing Program – Phytophthora parasitica Genome Sequence – 2010-2013 • USDA NIFA – Oomycete Coordinated Agricultural Project – Integrated management of oomycete diseases of soybean and other crop plants – 2011-2016
  • 2. Oomycete Genomics, Past, Present and Future Brett Tyler Center for Genome Research and Biocomputing Oregon State University and Virginia Bioinformatics Institute Virginia Polytechnic Institute and State University
  • 3. Some Phytophthora hosts Phytophthora alfalfa larch Genome almond apple macadamia melon apricot Sequencing mustard avocado oak azalea oil palm banana papaya > 120 destructive bean (Phaseolus) passionfruit pathogen species blackberry pea (Pisum) blueberry peach Brassica pear Sequenced cabbage pecan In progress cacao pepper canola periwinkle cantaloupe pine carnation pineapple cauliflower pistachio cedar plum chestnut pomegranate chickpea potato citrus pumpkin clover raspberry coconut rhododendron coffee safflower cotton sesame cowpea soybean cranberry squash cucurbits strawberry date palm sugar beet egg plant sunflower eucalyptus tobacco fir tomato guava viburnum hibiscus walnut hops zucchini
  • 4. Some Phytophthora hosts Phytophthora alfalfa larch Genome almond apple macadamia melon apricot Sequencing mustard avocado oak azalea oil palm banana papaya > 120 destructive bean (Phaseolus) passionfruit pathogen species blackberry pea (Pisum) blueberry peach Brassica pear Sequenced cabbage pecan In progress cacao pepper canola periwinkle New initiative with BGI cantaloupe pine (eventually all species) carnation pineapple cauliflower pistachio cedar plum chestnut pomegranate chickpea potato citrus pumpkin clover raspberry coconut rhododendron coffee safflower cotton sesame cowpea soybean cranberry squash cucurbits strawberry date palm sugar beet egg plant sunflower eucalyptus tobacco fir tomato guava viburnum hibiscus walnut hops zucchini
  • 5. Oomycete Genome Comparisons • P. sojae vs P.ramorum vs P. infestans – ~9,800 orthologs – 45-55% of genome orthologous – 25-45% in recognizable gene families – ~10% unique • H. arabidopsidis – ~4400 orthologs – most gene families smaller – some genes missing • zoospore function • inorganic sulfur and nitrogen assimilation
  • 6. Conserved gene order within the Peronosporales Hyaloperonospora arabidopsidis scaffolds 9; 126; 7; 47 Baxter et al 2010 Phytophthora infestans supercontig1.1 Haas et al 2009 Phytophthora ramorum scaffold_1 Tyler et al 2006 Pythium ultimum scf1117875581354 Levesque et al 2010 PHRINGE analysis: Jeff Boore
  • 7. Effector genes are associated with repeat rich regions in oomycete genomes Haas et al (2009) Nature 461(7262): 393-399
  • 8. Protein toxin genes have expanded subsequent to speciation the NPP1 family Credit: Mark Gijzen Necrosis = death: P. sojae effect of P.sojae NIP P. ramorum Qutob et al Plant J. 32, 361, 2002
  • 9. Rapidly diverging RXLR superfamily in Oomycetes median 27aa 14aa 126aa range 10-67aa 7-55aa 28-835aa Signal Peptide RXLR dEER P. sojae ~400 P. ramorum ~370 P. infestans ~550 H. arabidopsidis ~130 Includes 16/17 cloned oomycete avirulence genes PsAvr1a, PsAvr1b, PsAvr1k, PsAvr3a, PsAvr3b, PsAvr3c, PsAvr4/6, PsAvr5 PiAvr1, PiAvr2, PiAvr3a, PiAvr4, PiAvrPlb1/ipiO1, PiAvrPlb2, HaAtr1, HaAtr13 Jiang et al PNAS HaAtr5 105(12), 4874-4879 (2008)
  • 10. Data, data, everywhere but ... is it knowledge?  Even today the ability to generate high throughput sequencing and other “omic” data is outstripping the ability to transform the data into knowledge  Automated data processing pipelines are not a substitute for human insight
  • 11. Integration of Oomycete & Fungal Database Resources VMD vmd.vbi.vt.edu FungiDB www.FungiDB.org DOE JGI Mycocosm http://genome.jgi- psf.org/programs/fung i/index.jsf
  • 12. PERL and a Pipetman Life in a data-rich environment Every experimental biologist needs to be a computational biologist too  Theory  Experiment  Modeling  Simulation