SlideShare a Scribd company logo
1 of 65
F ngiD               Fungal genomics resources




 FungiDB
Jason Stajich
Dept of Plant Pathology and Microbiology
University of California, Riverside

http://lab.stajich.org/ http://fungalgenomes.org/blog http://fungidb.org
twitter: @fungidb @stajichlab @hyphaltip @fungalgenomes
Cryptococcus oligo array
• Wash U is no longer printing oligo arrays.
• Texas A&M University can print the array slides at the cost
  of ~$40/slide ONLY if there is a pre-order of 100-200
  slides.
• The cost for performing microarray experiments will be
  available soon.
• Please contact Xiaorong Lin at xlin@bio.tamu.edu if you are
  interested in using/ordering Crypto oligo slides.
Awash in Fungal Genomes

• Mid-2011: Genomes from 150+ species sequenced and ~400 more in progress/pipeline

• Several multi-strain resequencing projects (Neurospora - Ellison PNAS 2011),
  Saccharomyces (Liti Nature 2009), Coccidoides (Neafsey Genome Res 2010) and many in
  progress/proposed.

• Many of sequenced genomes were focused around plant, animal pathogens, and some
  specific evolutionary questions.

• Now are starting to fill out the tree more to capture the diversity of kingdom and also for
  studies of molecular evolution among many related species.

• Also efforts targeting specific questions - pathogens and their relatives; wood rotting fungi;
  flagellated and non-flagellated forms; extremophiles; comparison of growth forms (e.g.
  yeast forms from phylogenetically very different species)
Need to cover more of the phylogenetic diversity: 1000
   Fungal genomes project - http://1000.fungalgenomes.org
                                            !"#$%&'%()*+#+,-                                             !"#$%&'%()*+#+,-
                                            .%#$'/+%()*+#+,-                                             .%#$'/+%()*+#+,-
                                               01"%2%()*+#+,-                                               01"%2%()*+#+,-
                                           D+%E8%,,%()*+#+,-                                            D+%E8%,,%()*+#+,-
                       F+G'G%()*%2&4-            3&*+"#4+-,+/',-                    F+G'G%()*%2&4-            3&*+"#4+-,+/',-
                                        547%187+&'%()*+#+,-                                          547%187+&'%()*+#+,-
                                            5+*4&%"%()*+#+,-                                             5+*4&%"%()*+#+,-
                                                5+%2%()*+#+,-                                                5+%2%()*+#+,-
                                               5'*$'&%()*+#+,-                                              5'*$'&%()*+#+,-
                                                6"7'8'%()*+#+,-                                              6"7'8'%()*+#+,-
                                                F+G'G%()*+#+,-                                               F+G'G%()*+#+,-
                                             H%"/4"'%()*+#+,-                                             H%"/4"'%()*+#+,-
                     H4**$4"%()*%2&4-       H4**$4"%()*+#+,-
                                                                                  H4**$4"%()*%2&4-       H4**$4"%()*+#+,-
                                             I+%8+*#%()*+#+,-                                             I+%8+*#%()*+#+,-
                 J4K$"'&%()*%2&4- F&+1(%*),2/'%()*+#+,-                       J4K$"'&%()*%2&4- F&+1(%*),2/'%()*+#+,-
                                      H*$'G%,4**$4"%()*+#+,-                                       H*$'G%,4**$4"%()*+#+,-
                                             J4K$"'&%()*+#+,-                                             J4K$"'&%()*+#+,-
                M,284E'&%()*%2&4-         0L%74,'/'%()*+#+,-                  M,284E'&%()*%2&4-        0L%74,'/'%()*+#+,-
                                           M,284E'&%()*+#+,-                                            M,284E'&%()*+#+,-
                                        !E4"'*%,287%()*+#+,-                                         !E4"'*%,287%()*+#+,-
                                           !#"4*2+88%()*+#+,-                                           !#"4*2+88%()*+#+,-
                                            N84,,'*18%()*+#+,-                                           N84,,'*18%()*+#+,-
               F1**'&'%()*%2&4- N")K#%()*%*%84*%()*+#+,-                    F1**'&'%()*%2&4- N")K#%()*%*%84*%()*+#+,-
                                        N),#%74,'/'%()*+#+,-                                         N),#%74,'/'%()*+#+,-
                                        O'*"%7%#")%()*+#+,-                                          O'*"%7%#")%()*+#+,-
                                                  O'L'%()*+#+,-
                                                                                                               O'L'%()*+#+,-
                                              F1**'&'%()*+#+,-
                                                                                                           F1**'&'%()*+#+,-
                                               !E4"'*%()*+#+,-
                    !E4"'*%()*%2&4-                                                                         !E4"'*%()*+#+,-
                                                 .4*")()*+#+,-                   !E4"'*%()*%2&4-
                                                                                                              .4*")()*+#+,-
                                             J"+(+88%()*+#+,-
                                                                                                          J"+(+88%()*+#+,-
                                             D8%(+"%()*+#+,-
                                    0&#%(%K$#$%"%()*%2&4-
                                                                                                          D8%(+"%()*+#+,-
                                              P'*Q+88%()*%2&4-                                   0&#%(%K$#$%"%()*%2&4-
                                         O%"2+"+88%()*%2&4-                                                P'*Q+88%()*%2&4-
              04"8)-.'T+"E'&E-               O1*%"%()*%2&4-                                           O%"2+"+88%()*%2&4-
                                            R%%K4E%()*%2&4-                04"8)-.'T+"E'&E-               O1*%"%()*%2&4-
              5'&+4E+,-                                                                                  R%%K4E%()*%2&4-
                                     I+%*488'(4,2E%()*+#+,-
                                         S84,#%*84/'%()*+#+,-
                                                                           5'&+4E+,-              I+%*488'(4,2E%()*+#+,-
                                            N$)#"'/'%()*+#+,-                                         S84,#%*84/'%()*+#+,-
                                   O%&%78+K$4"'/%()*+#+,-                                                N$)#"'/'%()*+#+,-
                                                                                                 O%&%78+K$4"'/%()*+#+,-
                                                               9-   <9-   >9-       @9-      B9-          ;99-          ;<9-
                                                                                                                           9:-   ;9:-   <9:-   =9:-   >9:-   ?9:-   @9:-   A9:-   B9:-   C9:-   ;99:
Blue = completed or in progress, Red= proposed for Tier One sampling,
Green = remaining unsampled families                                      Numbers or Percent of Families in each clade and their current or proposed genome sampling
FungiDB
   Strategy queries              Genome Browser
     Data-mining                        Synteny




Functional   Phylogenomic
Genomics        profiles
  Data

       Annotation &
         Function           Gene function curation tool
Release 1.0 of FungiDB [March 2011]
The following 18 genomes of 17 species are now available via FungiDB:
 • Eurotiomycetes; Ascomycota
   ◦ Aspergillus clavatus
   ◦ Aspergillus flavus
   ◦ Aspergillus fumigatus strain Af293
   ◦ Aspergillus niger
   ◦ Aspergillus nidulans (Emericella nidulans) strain A4
   ◦ Aspergillus terreus
   ◦ Coccidoidies immitis strain RS                                     http://beta.fungidb.org
   ◦ Coccidoidies immitis strain H538.4
 • Sordariomycetes; Ascomyocta
   ◦ Fusarium oxysporum f. sp. lycopersici
   ◦ Gibberella zeae (Fusarium graminearum)
   ◦ Gibberella moniliformis (Fusarium verticillioides)
   ◦ Magnaporthea oryzae
   ◦ Neurospora crassa strain OR74A
 • Saccharomycotina; Ascomyocta
   ◦ Candida albicans
   ◦ Saccharomyces cerevisiae
 • Basidiomycota
   ◦ Filobasidiella neoformans (Cryptococcus neoformans var. grubii) strain H99
   ◦ Puccinia graminis
 • Mucormycotina ("Zygomycota")
   ◦ Rhizopus oryzae (Rhizopus delemar)
Release 2.0 alpha [Jan 2012] - http://alpha.fungidb.org

• 5 Cryptococcus genomes - C.neo JEC21, B3501, H99; C.gattii WM276, R265

   • 1 RNA-Seq dataset (O’Meara, Alspaugh) Nrg1

• Tremella mesenterica

• Neurospora crassa

   • Curated GO

   • 1 RNA-Seq (Stajich lab) hyphal growth timepoints

• Saccharomyces cerevisiae

   • Curated GO, Yeast2Hybrid interactions
Querying with FungiDB and
   the Strategies Web
 Development Kit (WDK)
Query matrix of types of strategies to use for genes
A strategy for drug targets - http://bit.ly/crypto0


                                           C.neoformans genes with
                                          - no hits in other eukaryotes
                                           (excepting fungi), bacteria
                                          - has S.cerevisiae orthologs
                                               that have EC terms
                                           OR orthologs in other fungi
                                            with GO metabolic terms
                                                    associated
Query for RNA-Seq
Sort by fold change
http://s.fungidb.org/Cneo_Nrg1KO_1




Sort by fold change
http://s.fungidb.org/Cneo_Nrg1KO_1




Sort by fold change
Query for ESTs
Ortholog comparative, & synteny analyses
Gbrowse to examine Synteny and shared
            gene structure
http://s.fungidb.org/wzIYfQ
http://s.fungidb.org/wzIYfQ
Examine RNA-Seq support for the exons
Querying for phylogenetic profiles

What are Coccidioides genes that are Cocci specific and
have a signal peptide domain indicating they are likely
secreted?
Query for Phylogenetic profile
Choose only Coccidioides orthologs, not found in Bacteria,
Animals, etc
Find those Cocci genes which are only found in
Coccidioides
Add constraint that they must also have Signal Peptide domain
The complete list, can scroll to see what are their functions




             http://bit.ly/fdb_cocciSecreted
Annotating Loci, adding gene names and publication links
Can add comments by clicking here
Comments are structured
Take homes

• Use help@fungidb.org or Contact Us link for help queries, but also

   • Propose datasets that should be included (key microarray, RNA-Seq, resequencing/SNP,
     ChIP-Seq, proteomic datasets, etc)

   • Send us an email when you publish or release dataset if you think it should be included.
     Even better, we can load it before and make it available in a next release.

   • Suggest additional genomes to be covered

   • Will be soliciting members of an advisory board to help choose datasets
FungiDB Team
Daniel Borcherding                            David Roos (U Penn)
Raghu Ramamurthy
     EuPathDB @UPenn & UGA
     Steve Fischer - John Brestelli              VBI/Oregon State
     Brian Brunk - Debbie Pinney                    Brett Tyler
     Wei Li        - Sufan Hu                    Sucheta Tripathy

Todd Harris


F ngiD            Fungal genomics resources


   http://alpha.fungidb.org
                                                     MoBeDAC
                                                     Microbiome of the Built Environment Data Analysis Core




                                                 http://mobedac.org/

More Related Content

What's hot

9t rainforest menus
9t rainforest menus9t rainforest menus
9t rainforest menusAshleigh100
 
Findes der millioner i velfærdsteknologi?
Findes der millioner i velfærdsteknologi?Findes der millioner i velfærdsteknologi?
Findes der millioner i velfærdsteknologi?Lakeside A/S
 
Applied healthtechpresentation
Applied healthtechpresentationApplied healthtechpresentation
Applied healthtechpresentationmonicadolan
 
Blueprint+: Developing a Tool for Service Design
Blueprint+: Developing a Tool for Service DesignBlueprint+: Developing a Tool for Service Design
Blueprint+: Developing a Tool for Service DesignAndy Polaine
 
C Baan BSc thesis presentation
C Baan BSc thesis presentationC Baan BSc thesis presentation
C Baan BSc thesis presentationChristopher Baan
 
Isis Cybera Summit 2009
Isis Cybera Summit 2009Isis Cybera Summit 2009
Isis Cybera Summit 2009Cybera Inc.
 
Talk on ICT in Education
Talk on ICT in EducationTalk on ICT in Education
Talk on ICT in Educationtavicha
 
Programación festival del filme frances
Programación festival del filme francesProgramación festival del filme frances
Programación festival del filme francesAhoraenquito .com
 
The A to Z of the Outernet
The A to Z of the OuternetThe A to Z of the Outernet
The A to Z of the OuternetJohn C. Havens
 
Turku Design Week Luova Iltapäivä
Turku Design Week Luova IltapäiväTurku Design Week Luova Iltapäivä
Turku Design Week Luova IltapäiväMinna Valtari
 
Healthy Monday SU Spring '11 Newsletter
Healthy Monday SU Spring '11 NewsletterHealthy Monday SU Spring '11 Newsletter
Healthy Monday SU Spring '11 Newsletterelizholtan
 
The Conscientious Objector Issue #1
The Conscientious Objector Issue #1The Conscientious Objector Issue #1
The Conscientious Objector Issue #1mrmennonite
 
Slimmer werken aan zorgdossiers in organisaties
Slimmer werken aan zorgdossiers in organisatiesSlimmer werken aan zorgdossiers in organisaties
Slimmer werken aan zorgdossiers in organisatiesJos Arets
 

What's hot (19)

9t rainforest menus
9t rainforest menus9t rainforest menus
9t rainforest menus
 
Findes der millioner i velfærdsteknologi?
Findes der millioner i velfærdsteknologi?Findes der millioner i velfærdsteknologi?
Findes der millioner i velfærdsteknologi?
 
Applied healthtechpresentation
Applied healthtechpresentationApplied healthtechpresentation
Applied healthtechpresentation
 
Educacion fisica
Educacion fisicaEducacion fisica
Educacion fisica
 
Blueprint+: Developing a Tool for Service Design
Blueprint+: Developing a Tool for Service DesignBlueprint+: Developing a Tool for Service Design
Blueprint+: Developing a Tool for Service Design
 
Die Macher von Morgen - Eine deutschlandweite Studie zu jungen Berufstätigen ...
Die Macher von Morgen - Eine deutschlandweite Studie zu jungen Berufstätigen ...Die Macher von Morgen - Eine deutschlandweite Studie zu jungen Berufstätigen ...
Die Macher von Morgen - Eine deutschlandweite Studie zu jungen Berufstätigen ...
 
C Baan BSc thesis presentation
C Baan BSc thesis presentationC Baan BSc thesis presentation
C Baan BSc thesis presentation
 
Isis Cybera Summit 2009
Isis Cybera Summit 2009Isis Cybera Summit 2009
Isis Cybera Summit 2009
 
Bhaarya akkato
Bhaarya akkatoBhaarya akkato
Bhaarya akkato
 
Talk on ICT in Education
Talk on ICT in EducationTalk on ICT in Education
Talk on ICT in Education
 
Programación festival del filme frances
Programación festival del filme francesProgramación festival del filme frances
Programación festival del filme frances
 
Actions that vietnamese dislike
Actions that vietnamese dislikeActions that vietnamese dislike
Actions that vietnamese dislike
 
The A to Z of the Outernet
The A to Z of the OuternetThe A to Z of the Outernet
The A to Z of the Outernet
 
Turku Design Week Luova Iltapäivä
Turku Design Week Luova IltapäiväTurku Design Week Luova Iltapäivä
Turku Design Week Luova Iltapäivä
 
Healthy Monday SU Spring '11 Newsletter
Healthy Monday SU Spring '11 NewsletterHealthy Monday SU Spring '11 Newsletter
Healthy Monday SU Spring '11 Newsletter
 
The Conscientious Objector Issue #1
The Conscientious Objector Issue #1The Conscientious Objector Issue #1
The Conscientious Objector Issue #1
 
Vietnam social media popularity & characteristics
Vietnam social media popularity & characteristicsVietnam social media popularity & characteristics
Vietnam social media popularity & characteristics
 
Slimmer werken aan zorgdossiers in organisaties
Slimmer werken aan zorgdossiers in organisatiesSlimmer werken aan zorgdossiers in organisaties
Slimmer werken aan zorgdossiers in organisaties
 
Site 6 orientacao 2
Site 6 orientacao 2Site 6 orientacao 2
Site 6 orientacao 2
 

Viewers also liked

2009 11 09 UCLA Bioinformatics Talk
2009 11 09 UCLA Bioinformatics Talk2009 11 09 UCLA Bioinformatics Talk
2009 11 09 UCLA Bioinformatics TalkJason Stajich
 
2009 11 16 UCR Comp Sci
2009 11 16 UCR Comp Sci2009 11 16 UCR Comp Sci
2009 11 16 UCR Comp SciJason Stajich
 
Evolution and exploration of the transcriptional landscape in two filamentous...
Evolution and exploration of the transcriptional landscape in two filamentous...Evolution and exploration of the transcriptional landscape in two filamentous...
Evolution and exploration of the transcriptional landscape in two filamentous...Jason Stajich
 
2011 05-02 fungi db-iccc
2011 05-02 fungi db-iccc2011 05-02 fungi db-iccc
2011 05-02 fungi db-icccJason Stajich
 
Comparative genomics of the fungal kingdom
Comparative genomics of the fungal kingdomComparative genomics of the fungal kingdom
Comparative genomics of the fungal kingdomJason Stajich
 
Connecting ultrastructure to molecules
Connecting ultrastructure to moleculesConnecting ultrastructure to molecules
Connecting ultrastructure to moleculesJason Stajich
 
MOMY FungiDB tutorial
MOMY FungiDB tutorialMOMY FungiDB tutorial
MOMY FungiDB tutorialJason Stajich
 
Stajich phyloseminar 2011 06-29
Stajich phyloseminar 2011 06-29Stajich phyloseminar 2011 06-29
Stajich phyloseminar 2011 06-29Jason Stajich
 
Part 1 of RNA-seq for DE analysis: Defining the goal
Part 1 of RNA-seq for DE analysis: Defining the goalPart 1 of RNA-seq for DE analysis: Defining the goal
Part 1 of RNA-seq for DE analysis: Defining the goalJoachim Jacob
 
RNA-seq: general concept, goal and experimental design - part 1
RNA-seq: general concept, goal and experimental design - part 1RNA-seq: general concept, goal and experimental design - part 1
RNA-seq: general concept, goal and experimental design - part 1BITS
 
Télécommunication par satellite et la technologie vsat
Télécommunication par satellite et la technologie vsatTélécommunication par satellite et la technologie vsat
Télécommunication par satellite et la technologie vsatjosepkap
 

Viewers also liked (11)

2009 11 09 UCLA Bioinformatics Talk
2009 11 09 UCLA Bioinformatics Talk2009 11 09 UCLA Bioinformatics Talk
2009 11 09 UCLA Bioinformatics Talk
 
2009 11 16 UCR Comp Sci
2009 11 16 UCR Comp Sci2009 11 16 UCR Comp Sci
2009 11 16 UCR Comp Sci
 
Evolution and exploration of the transcriptional landscape in two filamentous...
Evolution and exploration of the transcriptional landscape in two filamentous...Evolution and exploration of the transcriptional landscape in two filamentous...
Evolution and exploration of the transcriptional landscape in two filamentous...
 
2011 05-02 fungi db-iccc
2011 05-02 fungi db-iccc2011 05-02 fungi db-iccc
2011 05-02 fungi db-iccc
 
Comparative genomics of the fungal kingdom
Comparative genomics of the fungal kingdomComparative genomics of the fungal kingdom
Comparative genomics of the fungal kingdom
 
Connecting ultrastructure to molecules
Connecting ultrastructure to moleculesConnecting ultrastructure to molecules
Connecting ultrastructure to molecules
 
MOMY FungiDB tutorial
MOMY FungiDB tutorialMOMY FungiDB tutorial
MOMY FungiDB tutorial
 
Stajich phyloseminar 2011 06-29
Stajich phyloseminar 2011 06-29Stajich phyloseminar 2011 06-29
Stajich phyloseminar 2011 06-29
 
Part 1 of RNA-seq for DE analysis: Defining the goal
Part 1 of RNA-seq for DE analysis: Defining the goalPart 1 of RNA-seq for DE analysis: Defining the goal
Part 1 of RNA-seq for DE analysis: Defining the goal
 
RNA-seq: general concept, goal and experimental design - part 1
RNA-seq: general concept, goal and experimental design - part 1RNA-seq: general concept, goal and experimental design - part 1
RNA-seq: general concept, goal and experimental design - part 1
 
Télécommunication par satellite et la technologie vsat
Télécommunication par satellite et la technologie vsatTélécommunication par satellite et la technologie vsat
Télécommunication par satellite et la technologie vsat
 

Similar to Fungi DB at Keystone meeting

Consultoría y Formación Turismo y Hotelería
Consultoría y Formación Turismo y Hotelería Consultoría y Formación Turismo y Hotelería
Consultoría y Formación Turismo y Hotelería Formastur
 
Blenderbookv01 2
Blenderbookv01 2Blenderbookv01 2
Blenderbookv01 2whiedhie
 
Blenderbookv01 2
Blenderbookv01 2Blenderbookv01 2
Blenderbookv01 2whiedhie
 
Blenderbookv01
Blenderbookv01Blenderbookv01
Blenderbookv01whiedhie
 
Blenderbookv01
Blenderbookv01Blenderbookv01
Blenderbookv01whiedhie
 
Paradise Renewables Brochure V3
Paradise Renewables Brochure  V3Paradise Renewables Brochure  V3
Paradise Renewables Brochure V3Timothy Bybee
 
Bren Poster Presentation Workshop
Bren Poster Presentation WorkshopBren Poster Presentation Workshop
Bren Poster Presentation WorkshopMonica Bulger
 
¿Riesgo de quiebra en Cambre?
¿Riesgo de quiebra en Cambre?¿Riesgo de quiebra en Cambre?
¿Riesgo de quiebra en Cambre?el emboscado
 
8 Steps to Maximize Your Financial Aid Package
8 Steps to Maximize Your Financial Aid Package8 Steps to Maximize Your Financial Aid Package
8 Steps to Maximize Your Financial Aid PackageBrian Davidson
 
"Innovación radical: open access, auto-aprendizaje y sobreabundancia"
"Innovación radical: open access, auto-aprendizaje y sobreabundancia""Innovación radical: open access, auto-aprendizaje y sobreabundancia"
"Innovación radical: open access, auto-aprendizaje y sobreabundancia"@cristobalcobo
 
Changing climate change before it changes us
Changing climate change before it changes usChanging climate change before it changes us
Changing climate change before it changes usHoward Gutman
 
Chemistry for composites powering railway industry - Highlight
Chemistry for composites powering railway industry - HighlightChemistry for composites powering railway industry - Highlight
Chemistry for composites powering railway industry - HighlightHuntsman Advanced Materials Europe
 
The Pixel Lab 2011-Ben Grass: Financing & Partnerships
The Pixel Lab 2011-Ben Grass: Financing & PartnershipsThe Pixel Lab 2011-Ben Grass: Financing & Partnerships
The Pixel Lab 2011-Ben Grass: Financing & Partnershipspower to the pixel
 
Guardian Changing Media Summit - Mobile In Focus
Guardian Changing Media Summit - Mobile In FocusGuardian Changing Media Summit - Mobile In Focus
Guardian Changing Media Summit - Mobile In FocusOisin Lunny
 
Oisin Lunny OpenMarket IoF National Convention 2014
Oisin Lunny OpenMarket IoF National Convention 2014Oisin Lunny OpenMarket IoF National Convention 2014
Oisin Lunny OpenMarket IoF National Convention 2014Oisin Lunny
 
Chemistry for composites powering oil & gas industry - Highlight
Chemistry for composites powering oil & gas industry - HighlightChemistry for composites powering oil & gas industry - Highlight
Chemistry for composites powering oil & gas industry - HighlightHuntsman Advanced Materials Europe
 

Similar to Fungi DB at Keystone meeting (20)

Consultoría y Formación Turismo y Hotelería
Consultoría y Formación Turismo y Hotelería Consultoría y Formación Turismo y Hotelería
Consultoría y Formación Turismo y Hotelería
 
Blenderbookv01 2
Blenderbookv01 2Blenderbookv01 2
Blenderbookv01 2
 
Blenderbookv01 2
Blenderbookv01 2Blenderbookv01 2
Blenderbookv01 2
 
Blenderbookv01
Blenderbookv01Blenderbookv01
Blenderbookv01
 
Blenderbookv01
Blenderbookv01Blenderbookv01
Blenderbookv01
 
Publication
PublicationPublication
Publication
 
Paradise Renewables Brochure V3
Paradise Renewables Brochure  V3Paradise Renewables Brochure  V3
Paradise Renewables Brochure V3
 
Bren Poster Presentation Workshop
Bren Poster Presentation WorkshopBren Poster Presentation Workshop
Bren Poster Presentation Workshop
 
¿Riesgo de quiebra en Cambre?
¿Riesgo de quiebra en Cambre?¿Riesgo de quiebra en Cambre?
¿Riesgo de quiebra en Cambre?
 
8 Steps to Maximize Your Financial Aid Package
8 Steps to Maximize Your Financial Aid Package8 Steps to Maximize Your Financial Aid Package
8 Steps to Maximize Your Financial Aid Package
 
Kc A.Inco.Quilt
Kc A.Inco.QuiltKc A.Inco.Quilt
Kc A.Inco.Quilt
 
Thai Alcoholic Beverages Regulations 2011
Thai Alcoholic Beverages Regulations 2011Thai Alcoholic Beverages Regulations 2011
Thai Alcoholic Beverages Regulations 2011
 
"Innovación radical: open access, auto-aprendizaje y sobreabundancia"
"Innovación radical: open access, auto-aprendizaje y sobreabundancia""Innovación radical: open access, auto-aprendizaje y sobreabundancia"
"Innovación radical: open access, auto-aprendizaje y sobreabundancia"
 
Intro h
Intro hIntro h
Intro h
 
Changing climate change before it changes us
Changing climate change before it changes usChanging climate change before it changes us
Changing climate change before it changes us
 
Chemistry for composites powering railway industry - Highlight
Chemistry for composites powering railway industry - HighlightChemistry for composites powering railway industry - Highlight
Chemistry for composites powering railway industry - Highlight
 
The Pixel Lab 2011-Ben Grass: Financing & Partnerships
The Pixel Lab 2011-Ben Grass: Financing & PartnershipsThe Pixel Lab 2011-Ben Grass: Financing & Partnerships
The Pixel Lab 2011-Ben Grass: Financing & Partnerships
 
Guardian Changing Media Summit - Mobile In Focus
Guardian Changing Media Summit - Mobile In FocusGuardian Changing Media Summit - Mobile In Focus
Guardian Changing Media Summit - Mobile In Focus
 
Oisin Lunny OpenMarket IoF National Convention 2014
Oisin Lunny OpenMarket IoF National Convention 2014Oisin Lunny OpenMarket IoF National Convention 2014
Oisin Lunny OpenMarket IoF National Convention 2014
 
Chemistry for composites powering oil & gas industry - Highlight
Chemistry for composites powering oil & gas industry - HighlightChemistry for composites powering oil & gas industry - Highlight
Chemistry for composites powering oil & gas industry - Highlight
 

More from Jason Stajich

Connecting ultrastructure to molecules: Studying evolution of molecular comp...
Connecting ultrastructure to molecules: Studying evolution  of molecular comp...Connecting ultrastructure to molecules: Studying evolution  of molecular comp...
Connecting ultrastructure to molecules: Studying evolution of molecular comp...Jason Stajich
 
Comparative genomics of fung: studying adaptation through gene family evolution
Comparative genomics of fung: studying adaptation through gene family evolutionComparative genomics of fung: studying adaptation through gene family evolution
Comparative genomics of fung: studying adaptation through gene family evolutionJason Stajich
 
Bioinformatics and BioPerl
Bioinformatics and BioPerlBioinformatics and BioPerl
Bioinformatics and BioPerlJason Stajich
 
Evolution of gene family size change in fungi
Evolution of gene family size change in fungiEvolution of gene family size change in fungi
Evolution of gene family size change in fungiJason Stajich
 
BioPerl: The evolution of a Bioinformatics Toolkit
BioPerl: The evolution of a Bioinformatics ToolkitBioPerl: The evolution of a Bioinformatics Toolkit
BioPerl: The evolution of a Bioinformatics ToolkitJason Stajich
 
BioPerl: Developming Open Source Software
BioPerl: Developming Open Source SoftwareBioPerl: Developming Open Source Software
BioPerl: Developming Open Source SoftwareJason Stajich
 
Comparative Genomics with GMOD and BioPerl
Comparative Genomics with GMOD and BioPerlComparative Genomics with GMOD and BioPerl
Comparative Genomics with GMOD and BioPerlJason Stajich
 

More from Jason Stajich (7)

Connecting ultrastructure to molecules: Studying evolution of molecular comp...
Connecting ultrastructure to molecules: Studying evolution  of molecular comp...Connecting ultrastructure to molecules: Studying evolution  of molecular comp...
Connecting ultrastructure to molecules: Studying evolution of molecular comp...
 
Comparative genomics of fung: studying adaptation through gene family evolution
Comparative genomics of fung: studying adaptation through gene family evolutionComparative genomics of fung: studying adaptation through gene family evolution
Comparative genomics of fung: studying adaptation through gene family evolution
 
Bioinformatics and BioPerl
Bioinformatics and BioPerlBioinformatics and BioPerl
Bioinformatics and BioPerl
 
Evolution of gene family size change in fungi
Evolution of gene family size change in fungiEvolution of gene family size change in fungi
Evolution of gene family size change in fungi
 
BioPerl: The evolution of a Bioinformatics Toolkit
BioPerl: The evolution of a Bioinformatics ToolkitBioPerl: The evolution of a Bioinformatics Toolkit
BioPerl: The evolution of a Bioinformatics Toolkit
 
BioPerl: Developming Open Source Software
BioPerl: Developming Open Source SoftwareBioPerl: Developming Open Source Software
BioPerl: Developming Open Source Software
 
Comparative Genomics with GMOD and BioPerl
Comparative Genomics with GMOD and BioPerlComparative Genomics with GMOD and BioPerl
Comparative Genomics with GMOD and BioPerl
 

Recently uploaded

Snow Chain-Integrated Tire for a Safe Drive on Winter Roads
Snow Chain-Integrated Tire for a Safe Drive on Winter RoadsSnow Chain-Integrated Tire for a Safe Drive on Winter Roads
Snow Chain-Integrated Tire for a Safe Drive on Winter RoadsHyundai Motor Group
 
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersEnhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersThousandEyes
 
Pigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping ElbowsPigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping ElbowsPigging Solutions
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking MenDelhi Call girls
 
SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024Scott Keck-Warren
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationRidwan Fadjar
 
Key Features Of Token Development (1).pptx
Key  Features Of Token  Development (1).pptxKey  Features Of Token  Development (1).pptx
Key Features Of Token Development (1).pptxLBM Solutions
 
How to Remove Document Management Hurdles with X-Docs?
How to Remove Document Management Hurdles with X-Docs?How to Remove Document Management Hurdles with X-Docs?
How to Remove Document Management Hurdles with X-Docs?XfilesPro
 
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024BookNet Canada
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxMalak Abu Hammad
 
SIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge GraphSIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge GraphNeo4j
 
Azure Monitor & Application Insight to monitor Infrastructure & Application
Azure Monitor & Application Insight to monitor Infrastructure & ApplicationAzure Monitor & Application Insight to monitor Infrastructure & Application
Azure Monitor & Application Insight to monitor Infrastructure & ApplicationAndikSusilo4
 
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure serviceWhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure servicePooja Nehwal
 
Hyderabad Call Girls Khairatabad ✨ 7001305949 ✨ Cheap Price Your Budget
Hyderabad Call Girls Khairatabad ✨ 7001305949 ✨ Cheap Price Your BudgetHyderabad Call Girls Khairatabad ✨ 7001305949 ✨ Cheap Price Your Budget
Hyderabad Call Girls Khairatabad ✨ 7001305949 ✨ Cheap Price Your BudgetEnjoy Anytime
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationMichael W. Hawkins
 
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationBeyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationSafe Software
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonetsnaman860154
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking MenDelhi Call girls
 

Recently uploaded (20)

Snow Chain-Integrated Tire for a Safe Drive on Winter Roads
Snow Chain-Integrated Tire for a Safe Drive on Winter RoadsSnow Chain-Integrated Tire for a Safe Drive on Winter Roads
Snow Chain-Integrated Tire for a Safe Drive on Winter Roads
 
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersEnhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
 
Pigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping ElbowsPigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping Elbows
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men
 
SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 Presentation
 
Vulnerability_Management_GRC_by Sohang Sengupta.pptx
Vulnerability_Management_GRC_by Sohang Sengupta.pptxVulnerability_Management_GRC_by Sohang Sengupta.pptx
Vulnerability_Management_GRC_by Sohang Sengupta.pptx
 
Key Features Of Token Development (1).pptx
Key  Features Of Token  Development (1).pptxKey  Features Of Token  Development (1).pptx
Key Features Of Token Development (1).pptx
 
How to Remove Document Management Hurdles with X-Docs?
How to Remove Document Management Hurdles with X-Docs?How to Remove Document Management Hurdles with X-Docs?
How to Remove Document Management Hurdles with X-Docs?
 
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptx
 
SIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge GraphSIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge Graph
 
Azure Monitor & Application Insight to monitor Infrastructure & Application
Azure Monitor & Application Insight to monitor Infrastructure & ApplicationAzure Monitor & Application Insight to monitor Infrastructure & Application
Azure Monitor & Application Insight to monitor Infrastructure & Application
 
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure serviceWhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
 
Hyderabad Call Girls Khairatabad ✨ 7001305949 ✨ Cheap Price Your Budget
Hyderabad Call Girls Khairatabad ✨ 7001305949 ✨ Cheap Price Your BudgetHyderabad Call Girls Khairatabad ✨ 7001305949 ✨ Cheap Price Your Budget
Hyderabad Call Girls Khairatabad ✨ 7001305949 ✨ Cheap Price Your Budget
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day Presentation
 
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationBeyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
 
The transition to renewables in India.pdf
The transition to renewables in India.pdfThe transition to renewables in India.pdf
The transition to renewables in India.pdf
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonets
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men
 

Fungi DB at Keystone meeting

  • 1. F ngiD Fungal genomics resources FungiDB Jason Stajich Dept of Plant Pathology and Microbiology University of California, Riverside http://lab.stajich.org/ http://fungalgenomes.org/blog http://fungidb.org twitter: @fungidb @stajichlab @hyphaltip @fungalgenomes
  • 2. Cryptococcus oligo array • Wash U is no longer printing oligo arrays. • Texas A&M University can print the array slides at the cost of ~$40/slide ONLY if there is a pre-order of 100-200 slides. • The cost for performing microarray experiments will be available soon. • Please contact Xiaorong Lin at xlin@bio.tamu.edu if you are interested in using/ordering Crypto oligo slides.
  • 3. Awash in Fungal Genomes • Mid-2011: Genomes from 150+ species sequenced and ~400 more in progress/pipeline • Several multi-strain resequencing projects (Neurospora - Ellison PNAS 2011), Saccharomyces (Liti Nature 2009), Coccidoides (Neafsey Genome Res 2010) and many in progress/proposed. • Many of sequenced genomes were focused around plant, animal pathogens, and some specific evolutionary questions. • Now are starting to fill out the tree more to capture the diversity of kingdom and also for studies of molecular evolution among many related species. • Also efforts targeting specific questions - pathogens and their relatives; wood rotting fungi; flagellated and non-flagellated forms; extremophiles; comparison of growth forms (e.g. yeast forms from phylogenetically very different species)
  • 4. Need to cover more of the phylogenetic diversity: 1000 Fungal genomes project - http://1000.fungalgenomes.org !"#$%&'%()*+#+,- !"#$%&'%()*+#+,- .%#$'/+%()*+#+,- .%#$'/+%()*+#+,- 01"%2%()*+#+,- 01"%2%()*+#+,- D+%E8%,,%()*+#+,- D+%E8%,,%()*+#+,- F+G'G%()*%2&4- 3&*+"#4+-,+/',- F+G'G%()*%2&4- 3&*+"#4+-,+/',- 547%187+&'%()*+#+,- 547%187+&'%()*+#+,- 5+*4&%"%()*+#+,- 5+*4&%"%()*+#+,- 5+%2%()*+#+,- 5+%2%()*+#+,- 5'*$'&%()*+#+,- 5'*$'&%()*+#+,- 6"7'8'%()*+#+,- 6"7'8'%()*+#+,- F+G'G%()*+#+,- F+G'G%()*+#+,- H%"/4"'%()*+#+,- H%"/4"'%()*+#+,- H4**$4"%()*%2&4- H4**$4"%()*+#+,- H4**$4"%()*%2&4- H4**$4"%()*+#+,- I+%8+*#%()*+#+,- I+%8+*#%()*+#+,- J4K$"'&%()*%2&4- F&+1(%*),2/'%()*+#+,- J4K$"'&%()*%2&4- F&+1(%*),2/'%()*+#+,- H*$'G%,4**$4"%()*+#+,- H*$'G%,4**$4"%()*+#+,- J4K$"'&%()*+#+,- J4K$"'&%()*+#+,- M,284E'&%()*%2&4- 0L%74,'/'%()*+#+,- M,284E'&%()*%2&4- 0L%74,'/'%()*+#+,- M,284E'&%()*+#+,- M,284E'&%()*+#+,- !E4"'*%,287%()*+#+,- !E4"'*%,287%()*+#+,- !#"4*2+88%()*+#+,- !#"4*2+88%()*+#+,- N84,,'*18%()*+#+,- N84,,'*18%()*+#+,- F1**'&'%()*%2&4- N")K#%()*%*%84*%()*+#+,- F1**'&'%()*%2&4- N")K#%()*%*%84*%()*+#+,- N),#%74,'/'%()*+#+,- N),#%74,'/'%()*+#+,- O'*"%7%#")%()*+#+,- O'*"%7%#")%()*+#+,- O'L'%()*+#+,- O'L'%()*+#+,- F1**'&'%()*+#+,- F1**'&'%()*+#+,- !E4"'*%()*+#+,- !E4"'*%()*%2&4- !E4"'*%()*+#+,- .4*")()*+#+,- !E4"'*%()*%2&4- .4*")()*+#+,- J"+(+88%()*+#+,- J"+(+88%()*+#+,- D8%(+"%()*+#+,- 0&#%(%K$#$%"%()*%2&4- D8%(+"%()*+#+,- P'*Q+88%()*%2&4- 0&#%(%K$#$%"%()*%2&4- O%"2+"+88%()*%2&4- P'*Q+88%()*%2&4- 04"8)-.'T+"E'&E- O1*%"%()*%2&4- O%"2+"+88%()*%2&4- R%%K4E%()*%2&4- 04"8)-.'T+"E'&E- O1*%"%()*%2&4- 5'&+4E+,- R%%K4E%()*%2&4- I+%*488'(4,2E%()*+#+,- S84,#%*84/'%()*+#+,- 5'&+4E+,- I+%*488'(4,2E%()*+#+,- N$)#"'/'%()*+#+,- S84,#%*84/'%()*+#+,- O%&%78+K$4"'/%()*+#+,- N$)#"'/'%()*+#+,- O%&%78+K$4"'/%()*+#+,- 9- <9- >9- @9- B9- ;99- ;<9- 9:- ;9:- <9:- =9:- >9:- ?9:- @9:- A9:- B9:- C9:- ;99: Blue = completed or in progress, Red= proposed for Tier One sampling, Green = remaining unsampled families Numbers or Percent of Families in each clade and their current or proposed genome sampling
  • 5. FungiDB Strategy queries Genome Browser Data-mining Synteny Functional Phylogenomic Genomics profiles Data Annotation & Function Gene function curation tool
  • 6. Release 1.0 of FungiDB [March 2011] The following 18 genomes of 17 species are now available via FungiDB: • Eurotiomycetes; Ascomycota ◦ Aspergillus clavatus ◦ Aspergillus flavus ◦ Aspergillus fumigatus strain Af293 ◦ Aspergillus niger ◦ Aspergillus nidulans (Emericella nidulans) strain A4 ◦ Aspergillus terreus ◦ Coccidoidies immitis strain RS http://beta.fungidb.org ◦ Coccidoidies immitis strain H538.4 • Sordariomycetes; Ascomyocta ◦ Fusarium oxysporum f. sp. lycopersici ◦ Gibberella zeae (Fusarium graminearum) ◦ Gibberella moniliformis (Fusarium verticillioides) ◦ Magnaporthea oryzae ◦ Neurospora crassa strain OR74A • Saccharomycotina; Ascomyocta ◦ Candida albicans ◦ Saccharomyces cerevisiae • Basidiomycota ◦ Filobasidiella neoformans (Cryptococcus neoformans var. grubii) strain H99 ◦ Puccinia graminis • Mucormycotina ("Zygomycota") ◦ Rhizopus oryzae (Rhizopus delemar)
  • 7. Release 2.0 alpha [Jan 2012] - http://alpha.fungidb.org • 5 Cryptococcus genomes - C.neo JEC21, B3501, H99; C.gattii WM276, R265 • 1 RNA-Seq dataset (O’Meara, Alspaugh) Nrg1 • Tremella mesenterica • Neurospora crassa • Curated GO • 1 RNA-Seq (Stajich lab) hyphal growth timepoints • Saccharomyces cerevisiae • Curated GO, Yeast2Hybrid interactions
  • 8. Querying with FungiDB and the Strategies Web Development Kit (WDK)
  • 9.
  • 10. Query matrix of types of strategies to use for genes
  • 11. A strategy for drug targets - http://bit.ly/crypto0 C.neoformans genes with - no hits in other eukaryotes (excepting fungi), bacteria - has S.cerevisiae orthologs that have EC terms OR orthologs in other fungi with GO metabolic terms associated
  • 13.
  • 14.
  • 15.
  • 16.
  • 17.
  • 18. Sort by fold change
  • 21.
  • 22.
  • 23.
  • 24.
  • 25.
  • 27.
  • 28.
  • 29.
  • 30.
  • 31.
  • 32. Ortholog comparative, & synteny analyses
  • 33.
  • 34.
  • 35.
  • 36.
  • 37.
  • 38.
  • 39.
  • 40.
  • 41.
  • 42.
  • 43.
  • 44. Gbrowse to examine Synteny and shared gene structure
  • 47. Examine RNA-Seq support for the exons
  • 48.
  • 49.
  • 50.
  • 51.
  • 52. Querying for phylogenetic profiles What are Coccidioides genes that are Cocci specific and have a signal peptide domain indicating they are likely secreted?
  • 54. Choose only Coccidioides orthologs, not found in Bacteria, Animals, etc
  • 55. Find those Cocci genes which are only found in Coccidioides
  • 56. Add constraint that they must also have Signal Peptide domain
  • 57. The complete list, can scroll to see what are their functions http://bit.ly/fdb_cocciSecreted
  • 58. Annotating Loci, adding gene names and publication links
  • 59. Can add comments by clicking here
  • 61.
  • 62.
  • 63.
  • 64. Take homes • Use help@fungidb.org or Contact Us link for help queries, but also • Propose datasets that should be included (key microarray, RNA-Seq, resequencing/SNP, ChIP-Seq, proteomic datasets, etc) • Send us an email when you publish or release dataset if you think it should be included. Even better, we can load it before and make it available in a next release. • Suggest additional genomes to be covered • Will be soliciting members of an advisory board to help choose datasets
  • 65. FungiDB Team Daniel Borcherding David Roos (U Penn) Raghu Ramamurthy EuPathDB @UPenn & UGA Steve Fischer - John Brestelli VBI/Oregon State Brian Brunk - Debbie Pinney Brett Tyler Wei Li - Sufan Hu Sucheta Tripathy Todd Harris F ngiD Fungal genomics resources http://alpha.fungidb.org MoBeDAC Microbiome of the Built Environment Data Analysis Core http://mobedac.org/

Editor's Notes

  1. \n
  2. \n
  3. \n
  4. \n
  5. \n
  6. \n
  7. \n
  8. \n
  9. \n
  10. \n
  11. \n
  12. \n
  13. \n
  14. \n
  15. \n
  16. \n
  17. \n
  18. \n
  19. \n
  20. \n
  21. \n
  22. \n
  23. \n
  24. \n
  25. \n
  26. \n
  27. \n
  28. \n
  29. \n
  30. \n
  31. \n
  32. \n
  33. \n
  34. \n
  35. \n
  36. \n
  37. \n
  38. \n
  39. \n
  40. \n
  41. \n
  42. \n
  43. \n
  44. \n
  45. \n
  46. \n
  47. \n
  48. \n
  49. \n
  50. \n
  51. \n
  52. \n
  53. \n
  54. \n
  55. \n
  56. \n
  57. \n
  58. \n
  59. \n
  60. \n