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Towards A Field Guide
                              to the Microbes

                                  Jonathan A. Eisen
                            University of California, Davis
                             Twitter: @phylogenomics

                             AAAS Annual Meeting 2012
                                February 17, 2012
Saturday, February 18, 12
Embargoes

        • Note - slides will be posted to slideshare
        • Post anything about this you want
        • Discuss, blog, tweet, critique, mock,
          whatever
        • Just don’t keep it secret




Saturday, February 18, 12
I. The Story of a Bird




Saturday, February 18, 12
4


Saturday, February 18, 12
4


Saturday, February 18, 12
Saturday, February 18, 12
Saturday, February 18, 12
Saturday, February 18, 12
8


Saturday, February 18, 12
9


Saturday, February 18, 12
Robin in London Examples




Saturday, February 18, 12
Saturday, February 18, 12
MICROBES




Saturday, February 18, 12
MICROBES




Saturday, February 18, 12
II. More on Field Guides




Saturday, February 18, 12
What is a Field Guide?

        • Takes knowledge about taxonomy &
          diversity of organisms (or other entities)
          and converts it into a simple, portable,
          representation.
        • Covers ranges, niches, phenotypes,
          genetics, means of identification, etc.
        • Can include a checklist.
        • Used by amateurs & professionals.



Saturday, February 18, 12
Diversity of Guild Guides




                                            from Diane Schmidt at
                            http://www.library.illinois.edu/bix/fieldguides/index.html



Saturday, February 18, 12
Saturday, February 18, 12
Diversity of Guild Guides




                                            from Diane Schmidt at
                            http://www.library.illinois.edu/bix/fieldguides/index.html



Saturday, February 18, 12
Diversity of Guild Guides




                                            from Diane Schmidt at
                            http://www.library.illinois.edu/bix/fieldguides/index.html



Saturday, February 18, 12
A Field Guide to Bacteria




      http://www.amazon.com/Field-Guide-
      Bacteria-Comstock-Book/dp/0801488540



Saturday, February 18, 12
Other Microbial Field Guides




Saturday, February 18, 12
What is a Field Guide?

        • Takes knowledge about taxonomy &
          diversity of organisms (or other entities)
          and converts it into a simple, portable,
          representation.
        • Covers ranges, niches, phenotypes,
          genetics, means of identification, etc.
        • Can include a checklist.
        • Used by amateurs & professionals.



Saturday, February 18, 12
What is needed?

        • Catalog of types of organisms
        • Biogeography (space & time); ranges
        • Niche information
        • Phenotypes and functions
        • Genetic diversity
        • Means for identification
        • Amateur participation




Saturday, February 18, 12
What is needed?

        • Catalog of types of organisms
        • Biogeography (space & time); ranges
        • Niche information
        • Phenotypes and functions
        • Genetic diversity
        • Means for identification
        • Amateur participation




Saturday, February 18, 12
How many species?




Saturday, February 18, 12
Culturing Microbes




Saturday, February 18, 12
Culturing Microbes




Saturday, February 18, 12
Culturing Microbes




Saturday, February 18, 12
Mendeley Group




      http://www.mendeley.com/groups/1359493/number-of-species-of-bacteria-and-archaea/
Saturday, February 18, 12
Cataloguing Types w/ DNA

        • rRNA surveys
        • metagenomics
        • other metaomics

        • Key issues
              • Phylogenetic classification
              • Reference data limited outside of rRNA
              • Phylogenetic diversity vs. OTUs
              • What is a species/OTU?


Saturday, February 18, 12
Metagenomic Phylotpying

                                       rRNA Phylotyping in
                                          Sargasso Sea
                                          Metagenomic
                                        Metagenomic Data


                                           Venter et al., Science
                                           304: 66. 2004




Saturday, February 18, 12
Saturday, February 18, 12
                                                                                                                        Weighted % of Clones
                                                                                                                    0
                                                                                                                          0.1250
                                                                                                                                   0.2500
                                                                                                                                            0.3750
                                                                                                                                                     0.5000




                                                                                    Al
                                                                                      ph
                                                                                          ap
                                                                                              ro
                                                                                     Be
                                                                                         ta     et
                                                                                G         pr oba
                                                                                             ot
                                                                                 am             eo cte
                                                                                      m             ba ria
                                                                                Ep ap                   ct
                                                                                    si rot                 er
                                                                                      lo                      ia
                                                                                         np eob
                                                                                   De ro ac
                                                                                       lta te             te
                                                                                          pr ob ria
                                                                                             o a
                            EFG
                            EFTu
                                                                                          C teo cte

                            rRNA
                            RecA
                            RpoB
                                                                                            ya b ria
                            HSP70
                                                                                                no ac
                                                                                                    b te
                                                                                                Fi act ria
                                                                                                   rm er
                                                                                          Ac           ic ia
                                                                                              tin         ut
                                                                                                             es
                                                                                                  ob
                                                                                                     a
                                                                                                   C cte
                                                                                                     hl ri
                                                                                                        or a
                                                                                                           ob
                                                                                                         C i
                                                                                                            FB
                                                                                                C
                                                                                                  hl
                                                                                                     o
                                                     Major Phylogenetic Group




                                                                                            Sp rofl
                                                                                                                                                              Sargasso Phylotypes




                                                                                                iro         ex
                                                                                                                i
                            304: 66. 2004




                                                                                                    ch
                                                                                                                                                                                    Metagenomic Phylotyping




                                                                                            Fu          a
                                                                                De              so ete
                                                                                   in               ba s
                                                                                      oc                ct
                                                                                         oc                er
                                                                                            cu                ia
                            Venter et al., Science




                                                                                          Eu s
                                                                                              ry -Th
                                                                                                 a e
                                                                                          C rch rm
                                                                                            re          a
                                                                                               na eous
                                                                                                  rc         t
                                                                                                     ha a
                                                                                                          eo
                                                                                                             ta
AMPHORA




         Wu and Eisen
         Genome Biology
         2008 9:R151 doi:
         10.1186/
         gb-2008-9-10-
         r151




Saturday, February 18, 12
Wu and Eisen Genome Biology 2008 9:R151   doi:10.1186/gb-2008-9-10-r151

Saturday, February 18, 12
GOS 1

                                                 GOS 2



     RecA
                             RecA
                                                 GOS 3


                                                 GOS 4




                                                         Wu D, Wu M, Halpern
                                                         A, Rusch DB, Yooseph
                                                         S, et al. (2011)
                                                         Stalking the Fourth
                                                         Domain in
                                                         Metagenomic Data:
                                                         Searching for,
                                                         Discovering, and
                                                         Interpreting Novel,
                                                         Deep Branches in
                                                         Marker Gene
                                                         Phylogenetic Trees.
                                                 GOS 5   PLoS ONE 6(3):
                                                         e18011. doi:10.1371/
                                                         journal.pone.0018011

 http://www.plosone.org/article/info:doi/10.1371/journal.pone.0018011
Saturday, February 18, 12
RpoB Too




Saturday, February 18, 12
What is needed?

        • Catalog of types of organisms
        • Biogeography (space & time); ranges
        • Niche information
        • Phenotypes and functions
        • Genetic diversity
        • Means for identification
        • Amateur participation




Saturday, February 18, 12
What is needed?

        • Catalog of types of organisms
        • EMP
        • Niche information
        • Phenotypes and functions
        • Genetic diversity
        • Means for identification
        • Amateur participation




Saturday, February 18, 12
What is needed?

        • Catalog of types of organisms
        • Biogeography (space & time); ranges
        • Niche information
        • Phenotypes and functions
        • Genetic diversity
        • Means for identification
        • Amateur participation




Saturday, February 18, 12
What is needed?

        • Catalog of types of organisms
        • Biogeography (space & time); ranges
        • METADATA
        • Phenotypes and functions
        • Genetic diversity
        • Means for identification
        • Amateur participation




Saturday, February 18, 12
What is needed?

        • Catalog of types of organisms
        • Biogeography (space & time); ranges
        • Niche information
        • Phenotypes and functions
        • Genetic diversity
        • Means for identification
        • Amateur participation




Saturday, February 18, 12
Phylogenetic Diversity

• Phylogenetic diversity
  poorly sampled
• GEBA project at DOE-
  JGI correcting this




Saturday, February 18, 12
AMPHORA ALL




                   Kembel et al. PLoS One 2011

Saturday, February 18, 12
Saturday, February 18, 12
Wu and Eisen Genome Biology 2008 9:R151   doi:10.1186/gb-2008-9-10-r151




Saturday, February 18, 12
New Markers
                                  Phylogenetic group      Genome Number   Gene Number   Maker
                                                                                        Candidates

                                  Archaea                 62              145415        106

                                  Actinobacteria          63              267783        136

                                  Alphaproteobacteria     94              347287        121

                                  Betaproteobacteria      56              266362        311

                                  Gammaproteobacteria     126             483632        118

                                  Deltaproteobacteria     25              102115        206

                                  Epislonproteobacteria   18              33416         455

                                  Bacteriodes             25              71531         286

                                  Chlamydae               13              13823         560

                                  Chloroflexi              10              33577         323

                                  Cyanobacteria           36              124080        590

                                  Firmicutes              106             312309        87

                                  Spirochaetes            18              38832         176

                                  Thermi                  5               14160         974

                                  Thermotogae             9               17037         684




             Dongying Wu et al. in prep

Saturday, February 18, 12
Phylosift

        • New version of Amphora
        • Developed by Aaron Darling, Holly Bik,
          Erick Matsen, Guillaume Jospin,
          Dongying Wu, et al.
        • http://phylosift.wordpress.com/tag/github/
        • Supported by DHS, etc.
        • Will work for more markers, viruses,
          eukaryotes ...



Saturday, February 18, 12
Major phyla of bacteria & archaea




                                                     No cultures

                                                     Some cultures

Saturday, February 18, 12
GEBA Uncultured


                        Number of SAGs from Candidate Phyla




                                                                                    406
                                                                        1
                                                                 OD1

                                                                       OP1

                                                                             OP3

                                                                                   SAR
                        Site   A: Hydrothermal vent               4      1    -     -
                        Site   B: Gold Mine                       6     13    2     -
                        Site   C: Tropical gyres (Mesopelagic)    -      -    -     2
                        Site   D: Tropical gyres (Photic zone)    1      -    -     -




                     Sample collections at 4 additional sites are underway.




                                                                                          46



                                                                                               Phil Hugenholtz




Saturday, February 18, 12
Functional Diversity?




                                                No cultures

                                                Some cultures

Saturday, February 18, 12
What is needed?

        • Catalog of types of organisms
        • Biogeography (space & time); ranges
        • Niche information
        • Phenotypes and functions
        • Genetic diversity
        • Means for identification
        • Amateur participation




Saturday, February 18, 12
Citizen Microbiology




     http://www.microbe.net/citizen-science-projects/
            CITIZENMICROBIOLOGY.ORG
Saturday, February 18, 12
What is needed?

        • Catalog of types of organisms
        • Biogeography (space & time); ranges
        • Niche information
        • Phenotypes and functions
        • Genetic diversity
        • Means for identification
        • Amateur participation
        • BONUS: Openness


Saturday, February 18, 12
What is needed?

        • Open publications
        • Open data
        • Open tools
        • Open discussion




        http://www.openmicrobiome.org/
Saturday, February 18, 12
Plant/Animal Field Studies




Saturday, February 18, 12
Plant/Animal Field Studies




Saturday, February 18, 12
Plant/Animal Field Studies




Saturday, February 18, 12
Plant/Animal Field Studies




Saturday, February 18, 12
Plant/Animal Field Studies




Saturday, February 18, 12
Plant/Animal Field Studies




Saturday, February 18, 12
Plant/Animal Field Studies




Saturday, February 18, 12
Microbial Field Studies




Saturday, February 18, 12
Microbial Field Studies




Saturday, February 18, 12
Microbial Field Studies




Saturday, February 18, 12
Microbial Field Studies




Saturday, February 18, 12
Microbial Field Studies




Saturday, February 18, 12
Microbial Field Studies




Saturday, February 18, 12
Microbial Field Studies




Saturday, February 18, 12
Saturday, February 18, 12
MICROBES




Saturday, February 18, 12
Acknowledgements

      • $$$
             • DOE
             • NSF
             • GBMF
             • Sloan
             • DARPA
      • People, places
             • DOE JGI: Eddy Rubin, Phil Hugenholtz et al.
             • UC Davis: Aaron Darling, Dongying Wu
             • Other: Jessica Green, Katie Pollard, Martin Wu,
               Tom Slezak, Jack Gilbert
Saturday, February 18, 12

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Towards a Field Guide to the Microbes for #AAASMtg

  • 1. Towards A Field Guide to the Microbes Jonathan A. Eisen University of California, Davis Twitter: @phylogenomics AAAS Annual Meeting 2012 February 17, 2012 Saturday, February 18, 12
  • 2. Embargoes • Note - slides will be posted to slideshare • Post anything about this you want • Discuss, blog, tweet, critique, mock, whatever • Just don’t keep it secret Saturday, February 18, 12
  • 3. I. The Story of a Bird Saturday, February 18, 12
  • 11. Robin in London Examples Saturday, February 18, 12
  • 15. II. More on Field Guides Saturday, February 18, 12
  • 16. What is a Field Guide? • Takes knowledge about taxonomy & diversity of organisms (or other entities) and converts it into a simple, portable, representation. • Covers ranges, niches, phenotypes, genetics, means of identification, etc. • Can include a checklist. • Used by amateurs & professionals. Saturday, February 18, 12
  • 17. Diversity of Guild Guides from Diane Schmidt at http://www.library.illinois.edu/bix/fieldguides/index.html Saturday, February 18, 12
  • 19. Diversity of Guild Guides from Diane Schmidt at http://www.library.illinois.edu/bix/fieldguides/index.html Saturday, February 18, 12
  • 20. Diversity of Guild Guides from Diane Schmidt at http://www.library.illinois.edu/bix/fieldguides/index.html Saturday, February 18, 12
  • 21. A Field Guide to Bacteria http://www.amazon.com/Field-Guide- Bacteria-Comstock-Book/dp/0801488540 Saturday, February 18, 12
  • 22. Other Microbial Field Guides Saturday, February 18, 12
  • 23. What is a Field Guide? • Takes knowledge about taxonomy & diversity of organisms (or other entities) and converts it into a simple, portable, representation. • Covers ranges, niches, phenotypes, genetics, means of identification, etc. • Can include a checklist. • Used by amateurs & professionals. Saturday, February 18, 12
  • 24. What is needed? • Catalog of types of organisms • Biogeography (space & time); ranges • Niche information • Phenotypes and functions • Genetic diversity • Means for identification • Amateur participation Saturday, February 18, 12
  • 25. What is needed? • Catalog of types of organisms • Biogeography (space & time); ranges • Niche information • Phenotypes and functions • Genetic diversity • Means for identification • Amateur participation Saturday, February 18, 12
  • 26. How many species? Saturday, February 18, 12
  • 30. Mendeley Group http://www.mendeley.com/groups/1359493/number-of-species-of-bacteria-and-archaea/ Saturday, February 18, 12
  • 31. Cataloguing Types w/ DNA • rRNA surveys • metagenomics • other metaomics • Key issues • Phylogenetic classification • Reference data limited outside of rRNA • Phylogenetic diversity vs. OTUs • What is a species/OTU? Saturday, February 18, 12
  • 32. Metagenomic Phylotpying rRNA Phylotyping in Sargasso Sea Metagenomic Metagenomic Data Venter et al., Science 304: 66. 2004 Saturday, February 18, 12
  • 33. Saturday, February 18, 12 Weighted % of Clones 0 0.1250 0.2500 0.3750 0.5000 Al ph ap ro Be ta et G pr oba ot am eo cte m ba ria Ep ap ct si rot er lo ia np eob De ro ac lta te te pr ob ria o a EFG EFTu C teo cte rRNA RecA RpoB ya b ria HSP70 no ac b te Fi act ria rm er Ac ic ia tin ut es ob a C cte hl ri or a ob C i FB C hl o Major Phylogenetic Group Sp rofl Sargasso Phylotypes iro ex i 304: 66. 2004 ch Metagenomic Phylotyping Fu a De so ete in ba s oc ct oc er cu ia Venter et al., Science Eu s ry -Th a e C rch rm re a na eous rc t ha a eo ta
  • 34. AMPHORA Wu and Eisen Genome Biology 2008 9:R151 doi: 10.1186/ gb-2008-9-10- r151 Saturday, February 18, 12
  • 35. Wu and Eisen Genome Biology 2008 9:R151 doi:10.1186/gb-2008-9-10-r151 Saturday, February 18, 12
  • 36. GOS 1 GOS 2 RecA RecA GOS 3 GOS 4 Wu D, Wu M, Halpern A, Rusch DB, Yooseph S, et al. (2011) Stalking the Fourth Domain in Metagenomic Data: Searching for, Discovering, and Interpreting Novel, Deep Branches in Marker Gene Phylogenetic Trees. GOS 5 PLoS ONE 6(3): e18011. doi:10.1371/ journal.pone.0018011 http://www.plosone.org/article/info:doi/10.1371/journal.pone.0018011 Saturday, February 18, 12
  • 38. What is needed? • Catalog of types of organisms • Biogeography (space & time); ranges • Niche information • Phenotypes and functions • Genetic diversity • Means for identification • Amateur participation Saturday, February 18, 12
  • 39. What is needed? • Catalog of types of organisms • EMP • Niche information • Phenotypes and functions • Genetic diversity • Means for identification • Amateur participation Saturday, February 18, 12
  • 40. What is needed? • Catalog of types of organisms • Biogeography (space & time); ranges • Niche information • Phenotypes and functions • Genetic diversity • Means for identification • Amateur participation Saturday, February 18, 12
  • 41. What is needed? • Catalog of types of organisms • Biogeography (space & time); ranges • METADATA • Phenotypes and functions • Genetic diversity • Means for identification • Amateur participation Saturday, February 18, 12
  • 42. What is needed? • Catalog of types of organisms • Biogeography (space & time); ranges • Niche information • Phenotypes and functions • Genetic diversity • Means for identification • Amateur participation Saturday, February 18, 12
  • 43. Phylogenetic Diversity • Phylogenetic diversity poorly sampled • GEBA project at DOE- JGI correcting this Saturday, February 18, 12
  • 44. AMPHORA ALL Kembel et al. PLoS One 2011 Saturday, February 18, 12
  • 46. Wu and Eisen Genome Biology 2008 9:R151 doi:10.1186/gb-2008-9-10-r151 Saturday, February 18, 12
  • 47. New Markers Phylogenetic group Genome Number Gene Number Maker Candidates Archaea 62 145415 106 Actinobacteria 63 267783 136 Alphaproteobacteria 94 347287 121 Betaproteobacteria 56 266362 311 Gammaproteobacteria 126 483632 118 Deltaproteobacteria 25 102115 206 Epislonproteobacteria 18 33416 455 Bacteriodes 25 71531 286 Chlamydae 13 13823 560 Chloroflexi 10 33577 323 Cyanobacteria 36 124080 590 Firmicutes 106 312309 87 Spirochaetes 18 38832 176 Thermi 5 14160 974 Thermotogae 9 17037 684 Dongying Wu et al. in prep Saturday, February 18, 12
  • 48. Phylosift • New version of Amphora • Developed by Aaron Darling, Holly Bik, Erick Matsen, Guillaume Jospin, Dongying Wu, et al. • http://phylosift.wordpress.com/tag/github/ • Supported by DHS, etc. • Will work for more markers, viruses, eukaryotes ... Saturday, February 18, 12
  • 49. Major phyla of bacteria & archaea No cultures Some cultures Saturday, February 18, 12
  • 50. GEBA Uncultured Number of SAGs from Candidate Phyla 406 1 OD1 OP1 OP3 SAR Site A: Hydrothermal vent 4 1 - - Site B: Gold Mine 6 13 2 - Site C: Tropical gyres (Mesopelagic) - - - 2 Site D: Tropical gyres (Photic zone) 1 - - - Sample collections at 4 additional sites are underway. 46 Phil Hugenholtz Saturday, February 18, 12
  • 51. Functional Diversity? No cultures Some cultures Saturday, February 18, 12
  • 52. What is needed? • Catalog of types of organisms • Biogeography (space & time); ranges • Niche information • Phenotypes and functions • Genetic diversity • Means for identification • Amateur participation Saturday, February 18, 12
  • 53. Citizen Microbiology http://www.microbe.net/citizen-science-projects/ CITIZENMICROBIOLOGY.ORG Saturday, February 18, 12
  • 54. What is needed? • Catalog of types of organisms • Biogeography (space & time); ranges • Niche information • Phenotypes and functions • Genetic diversity • Means for identification • Amateur participation • BONUS: Openness Saturday, February 18, 12
  • 55. What is needed? • Open publications • Open data • Open tools • Open discussion http://www.openmicrobiome.org/ Saturday, February 18, 12
  • 72. Acknowledgements • $$$ • DOE • NSF • GBMF • Sloan • DARPA • People, places • DOE JGI: Eddy Rubin, Phil Hugenholtz et al. • UC Davis: Aaron Darling, Dongying Wu • Other: Jessica Green, Katie Pollard, Martin Wu, Tom Slezak, Jack Gilbert Saturday, February 18, 12