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A phylogeny driven genomic 
encyclopedia of bacteria and 
archaea 
Jonathan A. Eisen 
UC Davis 
! 
Culture Collection Meeting 
September 24, 2014
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http://www.microbe.net/
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www.google. 
com/ 
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https:// 
www.google.c 
om/url?
GEBA
As of 2002
Proteobacteria 
TM6 
OS-K 
Acidobacteria 
Termite Group 
OP8 
Nitrospira 
Bacteroides 
Chlorobi 
Fibrobacteres 
Marine GroupA 
WS3 
Gemmimonas 
Firmicutes 
Fusobacteria 
Actinobacteria 
OP9 
Cyanobacteria 
Synergistes 
Deferribacteres 
Chrysiogenetes 
NKB19 
Verrucomicrobia 
Chlamydia 
OP3 
Planctomycetes 
Spriochaetes 
Coprothmermobacter 
OP10 
Thermomicrobia 
Chloroflexi 
TM7 
Deinococcus-Thermus 
Aquificae 
Dictyoglomus 
Thermudesulfobacteria 
Thermotogae 
OP1 
OP11 
• At least 40 
phyla of 
bacteria 
As of 2002 
Tree Based on Hugenholtz, 
2002. 
http://genomebiology.com/ 
2002/3/2/reviews/0003
Proteobacteria 
TM6 
OS-K 
Acidobacteria 
Termite Group 
OP8 
Nitrospira 
Bacteroides 
Chlorobi 
Fibrobacteres 
Marine GroupA 
WS3 
Gemmimonas 
Firmicutes 
Fusobacteria 
Actinobacteria 
OP9 
Cyanobacteria 
Synergistes 
Deferribacteres 
Chrysiogenetes 
NKB19 
Verrucomicrobia 
Chlamydia 
OP3 
Planctomycetes 
Spriochaetes 
Coprothmermobacter 
OP10 
Thermomicrobia 
Chloroflexi 
TM7 
Deinococcus-Thermus 
Aquificae 
Dictyoglomus 
Thermudesulfobacteria 
Thermotogae 
OP1 
OP11 
• At least 40 
phyla of 
bacteria 
• Genome 
sequences are 
mostly from 
three phyla 
As of 2002 
Tree Based on Hugenholtz, 
2002. 
http://genomebiology.com/ 
2002/3/2/reviews/0003
Proteobacteria 
TM6 
OS-K 
Acidobacteria 
Termite Group 
OP8 
Nitrospira 
Bacteroides 
Chlorobi 
Fibrobacteres 
Marine GroupA 
WS3 
Gemmimonas 
Firmicutes 
Fusobacteria 
Actinobacteria 
OP9 
Cyanobacteria 
Synergistes 
Deferribacteres 
Chrysiogenetes 
NKB19 
Verrucomicrobia 
Chlamydia 
OP3 
Planctomycetes 
Spriochaetes 
Coprothmermobacter 
OP10 
Thermomicrobia 
Chloroflexi 
TM7 
Deinococcus-Thermus 
Aquificae 
Dictyoglomus 
Thermudesulfobacteria 
Thermotogae 
OP1 
OP11 
• At least 40 
phyla of 
bacteria 
• Genome 
sequences are 
mostly from 
three phyla 
• Some other 
phyla are only 
sparsely 
sampled 
As of 2002 
Tree Based on Hugenholtz, 
2002. 
http://genomebiology.com/ 
2002/3/2/reviews/0003
Proteobacteria 
TM6 
OS-K 
Acidobacteria 
Termite Group 
OP8 
Nitrospira 
Bacteroides 
Chlorobi 
Fibrobacteres 
Marine GroupA 
WS3 
Gemmimonas 
Firmicutes 
Fusobacteria 
Actinobacteria 
OP9 
Cyanobacteria 
Synergistes 
Deferribacteres 
Chrysiogenetes 
NKB19 
Verrucomicrobia 
Chlamydia 
OP3 
Planctomycetes 
Spriochaetes 
Coprothmermobacter 
OP10 
Thermomicrobia 
Chloroflexi 
TM7 
Deinococcus-Thermus 
Aquificae 
Dictyoglomus 
Thermudesulfobacteria 
Thermotogae 
OP1 
OP11 
• At least 40 
phyla of 
bacteria 
• Genome 
sequences are 
mostly from 
three phyla 
• Some other 
phyla are only 
sparsely 
sampled 
As of 2002 
Tree Based on Hugenholtz, 
2002. 
http://genomebiology.com/ 
2002/3/2/reviews/0003
Proteobacteria 
TM6 
OS-K 
Acidobacteria 
Termite Group 
OP8 
Nitrospira 
Bacteroides 
Chlorobi 
Fibrobacteres 
Marine GroupA 
WS3 
Gemmimonas 
Firmicutes 
Fusobacteria 
Actinobacteria 
OP9 
Cyanobacteria 
Synergistes 
Deferribacteres 
Chrysiogenetes 
NKB19 
Verrucomicrobia 
Chlamydia 
OP3 
Planctomycetes 
Spriochaetes 
Coprothmermobacter 
OP10 
Thermomicrobia 
Chloroflexi 
TM7 
Deinococcus-Thermus 
Aquificae 
Dictyoglomus 
Thermudesulfobacteria 
Thermotogae 
OP1 
OP11 
• At least 40 
phyla of 
bacteria 
• Genome 
sequences are 
mostly from 
three phyla 
• Some other 
phyla are only 
sparsely 
sampled 
As of 2002 
Tree Based on Hugenholtz, 
2002. 
http://genomebiology.com/ 
2002/3/2/reviews/0003
Proteobacteria 
TM6 
OS-K 
Acidobacteria 
Termite Group 
OP8 
Nitrospira 
Bacteroides 
Chlorobi 
Fibrobacteres 
Marine GroupA 
WS3 
Gemmimonas 
Firmicutes 
Fusobacteria 
Actinobacteria 
OP9 
Cyanobacteria 
Synergistes 
Deferribacteres 
Chrysiogenetes 
NKB19 
Verrucomicrobia 
Chlamydia 
OP3 
Planctomycetes 
Spriochaetes 
Coprothmermobacter 
OP10 
Thermomicrobia 
Chloroflexi 
TM7 
Deinococcus-Thermus 
Aquificae 
Dictyoglomus 
Thermudesulfobacteria 
Thermotogae 
OP1 
OP11 
• At least 40 phyla 
of bacteria 
• Genome 
sequences are 
mostly from 
three phyla 
• Some other 
phyla are only 
sparsely sampled 
• Solution I: 
sequence more 
phyla 
• NSF-funded 
Tree of Life 
Project 
• A genome 
from each of 
eight phyla 
Eisen, Ward, Robb, 
Nelson, et al Tree Based on Hugenholtz, 
2002. 
http://genomebiology.com/ 
2002/3/2/reviews/0003
Saving Sequenced Strains 
• Of 266 genomes done or in progress in 2011 
• 138 were type strain for their species 
• 32 did not specify a strain 
• 123 in a public culture collection 
Nature. 2001 Nov 8;414(6860):148.
Saving Sequenced Strains 
We propose that the following standards should be 
adopted by the entire community. First, genome-sequencing 
project lists and databases should include the 
name of the strain sequenced and its associated culture 
collection accession number(s), as well as its origin. 
Second, the type strain of a species should be used for 
sequencing unless other factors make this inappropriate. 
Third, strains for which genome sequences have been, 
or are being, generated should be deposited in at least 
two major public biological resource centres, such as 
the American Type Culture Collection, the German 
Collection of Microorganisms and Cell Cultures, the 
Pasteur Institute Collection or the Japanese Collection of 
Microorganisms.
Saving Sequenced Strains 
Recommended Policy: 
! 
Order strains for sequencing from Culture Collections to 
guarantee one is using a strain that is available to others 
! 
If new project, first deposit strains in collection and then re-obtain 
them from collection.
Organisms Selected 
Phylum 
Species selected 
Chrysiogenes 
Chrysiogenes arsenatis (GCA) 
Coprothermobacter 
Coprothermobacter proteolyticus (GCBP) 
Dictyoglomi 
Dictyoglomus thermophilum (GDT) 
Thermodesulfobacteria 
Thermodesulfobacterium commune (GTC) 
Nitrospirae 
Thermodesulfovibrio yellowstonii (GTY) 
Thermomicrobia 
Thermomicrobium roseum (GTR ) 
Deferribacteres 
Geovibrio thiophilus (GGT) 
Synergistes 
Synergistes jonesii (GSJ)
Proteobacteria 
TM6 
OS-K 
Acidobacteria 
Termite Group 
OP8 
Nitrospira 
Bacteroides 
Chlorobi 
Fibrobacteres 
Marine GroupA 
WS3 
Gemmimonas 
Firmicutes 
Fusobacteria 
Actinobacteria 
OP9 
Cyanobacteria 
Synergistes 
Deferribacteres 
Chrysiogenetes 
NKB19 
Verrucomicrobia 
Chlamydia 
OP3 
Planctomycetes 
Spriochaetes 
Coprothmermobacter 
OP10 
Thermomicrobia 
Chloroflexi 
TM7 
Deinococcus-Thermus 
Dictyoglomus 
Aquificae 
Thermudesulfobacteria 
Thermotogae 
OP1 
OP11 
• At least 40 phyla 
of bacteria 
• Genome 
sequences are 
mostly from three 
phyla 
• Some other phyla 
are only sparsely 
sampled 
• Still highly biased 
in terms of the 
tree 
• NSF-funded 
Tree of Life 
Project 
• A genome from 
each of eight 
phyla 
Eisen & Ward, PIs Tree Based on Hugenholtz, 
2002. 
http://genomebiology.com/ 
2002/3/2/reviews/0003
Major Lineages of Actinobacteria 
2.5.1 Acidimicrobidae 
2.5.1.1 Unclassified 
2.5.1.2 "Microthrixineae 
2.5.1.3 Acidimicrobineae 
2.5.1.4 BD2-10 
2.5.1.5 EB1017 
2.5.2 Actinobacteridae 
2.5.2.1 Unclassified 
2.5.2.10 Ellin306/WR160 
2.5.2.11 Ellin5012 
2.5.2.12 Ellin5034 
2.5.2.13 Frankineae 
2.5.2.14 Glycomyces 
2.5.2.15 Intrasporangiaceae 
2.5.2.16 Kineosporiaceae 
2.5.2.17 Microbacteriaceae 
2.5.2.18 Micrococcaceae 
2.5.2.19 Micromonosporaceae 
2.5.2.2 Actinomyces 
2.5.2.20 Propionibacterineae 
2.5.2.21 Pseudonocardiaceae 
2.5.2.22 Streptomycineae 
2.5.2.23 Streptosporangineae 
2.5.2.3 Actinomycineae 
2.5.2.4 Actinosynnemataceae 
2.5.2.5 Bifidobacteriaceae 
2.5.2.6 Brevibacteriaceae 
2.5.2.7 Cellulomonadaceae 
2.5.2.8 Corynebacterineae 
2.5.2.9 Dermabacteraceae 
2.5.3 Coriobacteridae 
2.5.3.1 Unclassified 
2.5.3.2 Atopobiales 
2.5.3.3 Coriobacteriales 
2.5.3.4 Eggerthellales 
2.5.4 OPB41 
2.5.5 PK1 
2.5.6 Rubrobacteridae 
2.5.6.1 Unclassified 
2.5.6.2 "Thermoleiphilaceae 
2.5.6.3 MC47 
2.5.6.4 Rubrobacteraceae 
2.5 Actinobacteria 
2.5.1 Acidimicrobidae 
2.5.1.1 Unclassified 
2.5.1.2 "Microthrixineae 
2.5.1.3 Acidimicrobineae 
2.5.1.3.1 Unclassified 
2.5.1.3.2 Acidimicrobiaceae 
2.5.1.4 BD2-10 
2.5.1.5 EB1017 
2.5.2 Actinobacteridae 
2.5.2.1 Unclassified 
2.5.2.10 Ellin306/WR160 
2.5.2.11 Ellin5012 
2.5.2.12 Ellin5034 
2.5.2.13 Frankineae 
2.5.2.13.1 Unclassified 
2.5.2.13.2 Acidothermaceae 
2.5.2.13.3 Ellin6090 
2.5.2.13.4 Frankiaceae 
2.5.2.13.5 Geodermatophilaceae 
2.5.2.13.6 Microsphaeraceae 
2.5.2.13.7 Sporichthyaceae 
2.5.2.14 Glycomyces 
2.5.2.15 Intrasporangiaceae 
2.5.2.15.1 Unclassified 
2.5.2.15.2 Dermacoccus 
2.5.2.15.3 Intrasporangiaceae 
2.5.2.16 Kineosporiaceae 
2.5.2.17 Microbacteriaceae 
2.5.2.17.1 Unclassified 
2.5.2.17.2 Agrococcus 
2.5.2.17.3 Agromyces 
2.5.2.18 Micrococcaceae 
2.5.2.19 Micromonosporaceae 
2.5.2.2 Actinomyces 
2.5.2.20 Propionibacterineae 
2.5.2.20.1 Unclassified 
2.5.2.20.2 Kribbella 
2.5.2.20.3 Nocardioidaceae 
2.5.2.20.4 Propionibacteriaceae 
2.5.2.21 Pseudonocardiaceae 
2.5.2.22 Streptomycineae 
2.5.2.22.1 Unclassified 
2.5.2.22.2 Kitasatospora 
2.5.2.22.3 Streptacidiphilus 
2.5.2.23 Streptosporangineae 
2.5.2.23.1 Unclassified 
2.5.2.23.2 Ellin5129 
2.5.2.23.3 Nocardiopsaceae 
2.5.2.23.4 Streptosporangiaceae 
2.5.2.23.5 Thermomonosporaceae 
2.5.2.3 Actinomycineae 
2.5.2.4 Actinosynnemataceae 
2.5.2.5 Bifidobacteriaceae 
2.5.2.6 Brevibacteriaceae 
2.5.2.7 Cellulomonadaceae 
2.5.2.8 Corynebacterineae 
2.5.2.8.1 Unclassified 
2.5.2.8.2 Corynebacteriaceae 
2.5.2.8.3 Dietziaceae 
2.5.2.8.4 Gordoniaceae 
2.5.2.8.5 Mycobacteriaceae 
2.5.2.8.6 Rhodococcus 
2.5.2.8.7 Rhodococcus 
2.5.2.8.8 Rhodococcus 
2.5.2.9 Dermabacteraceae 
2.5.2.9.1 Unclassified 
2.5.2.9.2 Brachybacterium 
2.5.2.9.3 Dermabacter 
2.5.3 Coriobacteridae 
2.5.3.1 Unclassified 
2.5.3.2 Atopobiales 
2.5.3.3 Coriobacteriales 
2.5.3.4 Eggerthellales 
2.5.4 OPB41 
2.5.5 PK1 
2.5.6 Rubrobacteridae 
2.5.6.1 Unclassified 
2.5.6.2 "Thermoleiphilaceae 
2.5.6.2.1 Unclassified 
2.5.6.2.2 Conexibacter 
2.5.6.2.3 XGE514 
2.5.6.3 MC47 
2.5.6.4 Rubrobacteraceae
Proteobacteria 
TM6 
OS-K 
Acidobacteria 
Termite Group 
OP8 
Nitrospira 
Bacteroides 
Chlorobi 
Fibrobacteres 
Marine GroupA 
WS3 
Gemmimonas 
Firmicutes 
Fusobacteria 
Actinobacteria 
OP9 
Cyanobacteria 
Synergistes 
Deferribacteres 
Chrysiogenetes 
NKB19 
Verrucomicrobia 
Chlamydia 
OP3 
Planctomycetes 
Spriochaetes 
Coprothmermobacter 
OP10 
Thermomicrobia 
Chloroflexi 
TM7 
Deinococcus-Thermus 
Dictyoglomus 
Aquificae 
Thermudesulfobacteria 
Thermotogae 
OP1 
OP11 
• At least 40 phyla 
of bacteria 
• Genome 
sequences are 
mostly from three 
phyla 
• Some other phyla 
are only sparsely 
sampled 
• Same trend in 
Archaea 
• NSF-funded 
Tree of Life 
Project 
• A genome from 
each of eight 
phyla 
Eisen & Ward, PIs Tree Based on Hugenholtz, 
2002. 
http://genomebiology.com/ 
2002/3/2/reviews/0003
Proteobacteria 
TM6 
OS-K 
Acidobacteria 
Termite Group 
OP8 
Nitrospira 
Bacteroides 
Chlorobi 
Fibrobacteres 
Marine GroupA 
WS3 
Gemmimonas 
Firmicutes 
Fusobacteria 
Actinobacteria 
OP9 
Cyanobacteria 
Synergistes 
Deferribacteres 
Chrysiogenetes 
NKB19 
Verrucomicrobia 
Chlamydia 
OP3 
Planctomycetes 
Spriochaetes 
Coprothmermobacter 
OP10 
Thermomicrobia 
Chloroflexi 
TM7 
Deinococcus-Thermus 
Dictyoglomus 
Aquificae 
Thermudesulfobacteria 
Thermotogae 
OP1 
OP11 
• At least 40 phyla 
of bacteria 
• Genome 
sequences are 
mostly from three 
phyla 
• Some other phyla 
are only sparsely 
sampled 
• Same trend in 
Eukaryotes 
• NSF-funded 
Tree of Life 
Project 
• A genome from 
each of eight 
phyla 
Eisen & Ward, PIs Tree Based on Hugenholtz, 
2002. 
http://genomebiology.com/ 
2002/3/2/reviews/0003
Proteobacteria 
TM6 
OS-K 
Acidobacteria 
Termite Group 
OP8 
Nitrospira 
Bacteroides 
Chlorobi 
Fibrobacteres 
Marine GroupA 
WS3 
Gemmimonas 
Firmicutes 
Fusobacteria 
Actinobacteria 
OP9 
Cyanobacteria 
Synergistes 
Deferribacteres 
Chrysiogenetes 
NKB19 
Verrucomicrobia 
Chlamydia 
OP3 
Planctomycetes 
Spriochaetes 
Coprothmermobacter 
OP10 
Thermomicrobia 
Chloroflexi 
TM7 
Deinococcus-Thermus 
Dictyoglomus 
Aquificae 
Thermudesulfobacteria 
Thermotogae 
OP1 
OP11 
• At least 40 phyla 
of bacteria 
• Genome 
sequences are 
mostly from three 
phyla 
• Some other phyla 
are only sparsely 
sampled 
• Same trend in 
Viruses 
• NSF-funded 
Tree of Life 
Project 
• A genome from 
each of eight 
phyla 
Eisen & Ward, PIs Tree Based on Hugenholtz, 
2002. 
http://genomebiology.com/ 
2002/3/2/reviews/0003
• At least 40 phyla 
of bacteria 
• Genome 
sequences are 
mostly from three 
phyla 
• Some other phyla 
are only sparsely 
sampled 
• Solution: Really 
Fill in the Trees 
Proteobacteria 
TM6 
OS-K 
Acidobacteria 
Termite Group 
OP8 
Nitrospira 
Bacteroides 
Chlorobi 
Fibrobacteres 
Marine GroupA 
WS3 
Gemmimonas 
Firmicutes 
Fusobacteria 
Actinobacteria 
OP9 
Cyanobacteria 
Synergistes 
Deferribacteres 
Chrysiogenetes 
NKB19 
Verrucomicrobia 
Chlamydia 
OP3 
Planctomycetes 
Spriochaetes 
Coprothmermobacter 
OP10 
Thermomicrobia 
Chloroflexi 
TM7 
Deinococcus-Thermus 
Dictyoglomus 
Aquificae 
Thermudesulfobacteria 
Thermotogae 
OP1 
OP11 
Tree Based on Hugenholtz, 
2002. 
http://genomebiology.com/ 
2002/3/2/reviews/0003
Filling in the Tree 
Figure from Barton, Eisen et al. “Evolution”, CSHL Press based on Baldauf et al Tree
Filling in the Tree 
Figure from Barton, Eisen et al. “Evolution”, CSHL Press based on Baldauf et al Tree
Filling in the Tree 
Figure from Barton, Eisen et al. “Evolution”, CSHL Press based on Baldauf et al Tree
Filling in the Tree 
Figure from Barton, Eisen et al. “Evolution”, CSHL Press based on Baldauf et al Tree
Lots of Plants, Animals, Fungi 
Figure from Barton, Eisen et al. “Evolution”, CSHL Press based on Baldauf et al Tree
Exclude Plants, Animals, Fungi 
Figure from Barton, Eisen et al. “Evolution”, CSHL Press based on Baldauf et al Tree
A Genomic Encyclopedia of Microbes (GEM) 
Figure from Barton, Eisen et al. “Evolution”, CSHL Press based on Baldauf et al Tree
Just Say No to Eukaryotes 
Figure from Barton, Eisen et al. “Evolution”, CSHL Press based on Baldauf et al Tree
GEBA: A Genomic Encyclopedia 
of Bacteria and Archaea 
Figure from Barton, Eisen et al. “Evolution”, CSHL Press based on Baldauf et al Tree
GEBA
GEBA Pilot Project: Components 
• Project overview (Phil Hugenholtz, Nikos Kyrpides, Jonathan 
Eisen, Eddy Rubin, Jim Bristow) 
• Project management (David Bruce, Eileen Dalin, Lynne 
Goodwin) 
• Culture collection and DNA prep (DSMZ, Hans-Peter Klenk) 
• Sequencing and closure (Eileen Dalin, Susan Lucas, Alla 
Lapidus, Mat Nolan, Alex Copeland, Cliff Han, Feng Chen, 
Jan-Fang Cheng) 
• Annotation and data release (Nikos Kyrpides, Victor 
Markowitz, et al) 
• Analysis (Dongying Wu, Kostas Mavrommatis, Martin Wu, 
Victor Kunin, Neil Rawlings, Ian Paulsen, Patrick Chain, 
Patrik D’Haeseleer, Sean Hooper, Iain Anderson, Amrita Pati, 
Natalia N. Ivanova, Athanasios Lykidis, Adam Zemla) 
• Adopt a microbe education project (Cheryl Kerfeld) 
• Outreach (David Gilbert) 
• $$$ (DOE, Eddy Rubin, Jim Bristow)
Lesson 1: rRNA PD IDs novel lineages 
From Wu et al. 2009 Nature 462, 1056-1060
Lesson 2: rRNA Tree is not perfect 
16s WGT, 23S 
Badger et al. 2005 Int J System Evol Microbiol 55: 1021-1026.
Lesson 3: Improves Analysis 
Badger et al. 2005 Int J System Evol Microbiol 55: 1021-1026.
Synapomorphies exist
Most/All Functional Prediction Improves 
w/ Better Phylogenetic Sampling 
• Better definition of protein family sequence “patterns” 
• Greatly improves “comparative” and “evolutionary” 
based predictions 
• Conversion of hypothetical into conserved 
hypotheticals 
• Linking distantly related members of protein families 
• Improved non-homology prediction 
Kostas 
Mavrommatis 
Natalia 
Ivanova 
Thanos 
Lykidis 
Nikos 
Kyrpides 
Iain 
Anderson
Lesson 9: Improves metagenomics 
Sargasso Phylotypes 
Weighted % of Clones 
0.500 
0.375 
0.250 
0.125 
0.000 
GEBA Project 
improves 
metagenomic 
analysis 
Firmicutes 
Actinobacteria 
Major Phylogenetic Group 
Betaproteobacteria 
Gammaproteobacteria 
Alphaproteobacteria 
Deltaproteobacteria 
Epsilonproteobacteria 
Cyanobacteria 
Chlorobi 
CFB 
Chloroflexi 
Fusobacteria 
Deinococcus-Thermus 
Spirochaetes 
Euryarchaeota 
Crenarchaeota 
EFG EFTu HSP70 
RecA RpoB rRNA 
Venter et al., Science 304: 66-74. 2004
Lesson 4 : Metadata & Data Papers
Lesson 5: Project management critical 
• Tracking samples and status 
• Getting permissions 
• Shipping samples 
• Contacting collaborators 
• Data archiving and submission 
• Communicating with core facilities 
• and more
Lesson 6: Culture Collections Needed
GEBA Biggest Challenge: 
Getting DNA 
• Getting quality DNA is biggest bottleneck 
• Solution: Beg Borrow and Steal 
! 
• DSMZ offered to do for free 
• ATCC is doing a small number for a fee 
• In discussions with other PCC and other 
collections
Quantification gel of the genomic DNA isolated from Microorganisms 
Conexibacter woesei (DSM 14684T) 
1 2 3 4 5 6 7 8 
Lane 1: c(λ-Marker)= 15 ng 
Lane 2: c(λ-Marker)= 30 ng 
Lane 3: c(λ-Marker)= 50 ng 
Lane 4: DNA Molecular Weight Marker II (Roche 236250) 
Lane 5: DSM 13279, Collinsella stercoris 
Lane 6: DSM 43043, Intrasporangium calvum 
Lane 7: DSM 18053, Dyadobacter fermentans 
Lane 8: DSM 20476, Slackia heliotrinireducens 
9 10 11 12 13 14 15 16 
Lane 9: DSM 18081, Patulibacter minatonensis 
Lane 10: DSM 14684, Conexibacter woesei 
Lane 11: DSM 11002, Dethiosulfovibrio peptidovorans 
Lane 12: DSM 11551, Halogeometricum borinquense 
Lane 13: DNA Molecular Weight Marker II (Roche 236250) 
Lane 14: c(λ-Marker)= 125 ng 
Lane 15: c(λ-Marker)= 250 ng 
Lane 16: c(λ-Marker)= 500 ng 
Conexibacter woesei (DSM 14684T) was taken from the German Collection of Microorganisms and Cell 
Cultures (DSMZ). The genomic DNA was isolated using the Qiagen Genomic 500 DNA Kit (Qiagen 10262). 
The genomic DNA was 10-250 kb in size as determined by Pulsed Field Gel Electrophoresis (PFGE). The 
bulk of DNA had a size of 50-250 kb (see attached PFGE image). The DNA concentration is 500 ng/μl as 
estimated from the gel. Spectrophotometric measurements yielded a DNA concentration of 450 μg/ml; 300 
μl of genomic DNA are shipped (150 μg).
GEBA Cyanobacteria 
www.pnas.org/cgi/doi/10.1073/pnas.1217107110
Haloarchaeal GEBA-like 
Lynch EA, Langille MGI, Darling A, Wilbanks EG, Haltiner C, et al. (2012) Sequencing of Seven Haloarchaeal 
Genomes Reveals Patterns of Genomic Flux. PLoS ONE 7(7): e41389. doi:10.1371/journal.pone.0041389
49 
Plan: 
Sequence multiple Root Nodule Bacteria (RNBs) across the 
planet. Pilot: 100 RNBs. 
Beta RNB 
Cupriavidis 
Burkholderia 
Alpha RNB 
Azorhizobium 
Allorhizobium 
Bradyrhizobium 
Mesorhizobium 
Rhizobium 
Sinorhizobium 
Devosia 
Ochrobactrum 
Phyllobacterium 
Balneimonas-like 
Goal: 
• Understand BioGeographical effects on species 
evolution and understand host-specificity. 
Rationale: 
• N2 fixation by legume pastures and crops provides 65% of the 
N currently utilized in agricultural production. 
• Contributes 25 to 90 million metric tones N pa. 
• Symbioses save $US 6-10 billion annually on N fertilizer. 
• Grain and animal production enhanced by fixed nitrogen 
supplied by the symbiosis. 
Nikos Kyrpides 
GEBA RNB
Future?
Future 1: Massive Diversity 
From Wu et al. 2009 Nature 462, 1056-1060
JGI Dark Matter Project 
TG HSM SM G ETL 
AK E 
environmental 
samples (n=9) 
isolation of single 
cells (n=9,600) 
BS E 
whole genome 
amplification (n=3,300) 
SSU rRNA gene 
based identification 
(n=2,000) 
genome sequencing, 
assembly and QC (n=201) 
draft genomes 
(n=201) 
SAK 
HOT 
OT 
GOM 
GBS 
EPR 
TA 
PR 
OM 
seawater brackish/freshwater hydrothermal sediment bioreactor 
Korarchaeota 
Cren Thermoprotei 
Thaumarchaeota 
Cren MCG 
Cren pISA7 
Cren C2 
Aigarchaeota 
Nanoarchaea 
Micrarchaea 
DSEG (Aenigmarchaea) 
Nanohaloarchaea 
pMC2A384 (Diapherotrites) 
Euryarchaeota 
(*1 
OP11 (Microgenomates) 
OD1 (Parcubacteria) 
SR1 
BH1 
TM7 
GN02 (Gracilibacteria) 
Bacteriodetes 
OP1 (Acetothermia) 
F58>@,@,,AB&CG56?AB 
=D)&'E 
C=1 
ZB3 
4896@9/,-565B 
TG3 
Spirochaetes 
WWE1 (Cloacamonetes) 
Proteobacteria 
486?8,A-5B 
Tenericutes 
4AB@9/,-568/ 
Chrysiogenetes 
Chlorobi 
*;<%0123=/68>8?8,6@98/: 
Caldithrix 
GOUTA4 
Acidobacteria 
Elusimicrobia 
Nitrospirae 
49S1 2B 
Chloroflexi 
Caldiserica 
AD3 
OP9 (Atribacteria) 
()*&2 
Synergistetes 
Thermodesulfobacteria 
Deferribacteres 
CD12 (Aerophobetes) 
OP8 (Aminicenantes) 
AC1 
SBR1093 
SPAM 
GAL15 
Dictyoglomi 
EM3 
Thermotogae 
Aquificae 
GAL35 
EM19 (Calescamantes) 
+,-*./'&'012345678#89/,-568/: 
Deltaproteobacteria 
Cyanobacteria 
()*&2 
Actinobacteria 
Gemmatimonadetes 
NC10 
SC4 
WS2 
NKB19 (Hydrogenedentes) 
WYO 
Armatimonadetes 
WS4 
Planctomycetes 
Chlamydiae 
OP3 (Omnitrophica) 
Lentisphaerae 
Verrucomicrobia 
BRC1 
Poribacteria 
WS1 
!"#$%&'$ 
LD1 
GN01 
WS3 (Latescibacteria) 
GN04 
BACTERIA ARCHAEA 
HGT from Eukaryotes (Nanoarchaea) 
oxidoretucase 
Ribo 
ADP 
+ 
' 
Ribo 
' 
e- donor + O 
+ e- acceptor 
sigma factor (Diapherotrites, Nanoarchaea) 
!4 
"#$#"% 
!2 !3 !1 
-35 -10 
stringent response 
(Diapherotrites, Nanoarchaea) 
SpotT RelA 
ppGpp 
limiting 
amino acids 
(GTP or GDP) 
archaeal toxins (Nanoarchaea) 
lytic murein transglycosylase 
+ PPi 
GTP or GDP 
+ATP 
limiting 
phosphate, 
fatty acids, 
carbon, iron 
DksA 
Expression of components 
for stress response 
&'() 
&*() 
+',#-./0123452 
H 
'62 
Reduction 
Oxidation 
H 
ADP 
'6 
O 
H 2 
',)+## $ # 6 #+# $ # 7 2 -# ####################',)6 
Eukaryota 
UGA recoded for Gly (Gracilibacteria) 
A 
A * U 
archaeal type purine synthesis 
PRPP ;,<*,+ 
' 
' 
H 
O 
'62 
' 
68*62 
OH 
(Microgenomates) 
PurF 
PurD 
9:3' 
PurL/Q 
PurM 
PurK 
PurE 
9:3* 
PurB 
H 
O 
'6 
*8*63 
6#2#' 
O 
+ 
68*62 
O 
'6 
*8*63 
tetra-peptide 
O 
O 
' 
68*62 
OH 
PurP 
O 
'6 
*8*63 
O 
68*62 
O 
'6 
*8*63 
tetra-peptide 
murein (peptido-glycan) 
Archaea 
? 
adenine guanine 
' 
' 
H 
H 
' H ' 
H 
IMP 
,<*,+ 
* 
A * U G 
G U 
G 
U 
A 
* 
G 
U 
A U 
A * U 
Growing 
AA chain 
=+',>?/0@# 
recognizes 
UGA 
1+', 
ribosome 
Woyke et al. Nature 2013.
Future 2: Eukaryotes and Viruses 
Figure from Barton, Eisen et al. “Evolution”, CSHL Press based on Baldauf et al Tree
A Genomic Encyclopedia of Microbes (GEM) 
Figure from Barton, Eisen et al. “Evolution”, CSHL Press based on Baldauf et al Tree
Future 3 
• Need Experiments from Across the Tree 
of Life too
Proteobacteria 
TM6 
OS-K 
Acidobacteria 
Termite Group 
OP8 
Nitrospira 
Bacteroides 
Chlorobi 
Fibrobacteres 
Marine GroupA 
WS3 
Gemmimonas 
Firmicutes 
Fusobacteria 
Actinobacteria 
OP9 
Cyanobacteria 
Synergistes 
Deferribacteres 
Chrysiogenetes 
NKB19 
Verrucomicrobia 
Chlamydia 
OP3 
Planctomycetes 
Spriochaetes 
Coprothmermobacter 
OP10 
Thermomicrobia 
Chloroflexi 
TM7 
Deinococcus-Thermus 
Aquificae 
Dictyoglomus 
Thermudesulfobacteria 
Thermotogae 
OP1 
OP11 
• At least 40 
phyla of 
bacteria 
As of 2002 
Tree Based on Hugenholtz, 
2002. 
http://genomebiology.com/ 
2002/3/2/reviews/0003
Proteobacteria 
TM6 
OS-K 
Acidobacteria 
Termite Group 
OP8 
Nitrospira 
Bacteroides 
Chlorobi 
Fibrobacteres 
Marine GroupA 
WS3 
Gemmimonas 
Firmicutes 
Fusobacteria 
Actinobacteria 
OP9 
Cyanobacteria 
Synergistes 
Deferribacteres 
Chrysiogenetes 
NKB19 
Verrucomicrobia 
Chlamydia 
OP3 
Planctomycetes 
Spriochaetes 
Coprothmermobacter 
OP10 
Thermomicrobia 
Chloroflexi 
TM7 
Deinococcus-Thermus 
Aquificae 
Dictyoglomus 
Thermudesulfobacteria 
Thermotogae 
OP1 
OP11 
• At least 40 
phyla of 
bacteria 
• Experimental 
studies are 
mostly from 
three phyla 
As of 2002 
Tree Based on Hugenholtz, 
2002. 
http://genomebiology.com/ 
2002/3/2/reviews/0003
Proteobacteria 
TM6 
OS-K 
Acidobacteria 
Termite Group 
OP8 
Nitrospira 
Bacteroides 
Chlorobi 
Fibrobacteres 
Marine GroupA 
WS3 
Gemmimonas 
Firmicutes 
Fusobacteria 
Actinobacteria 
OP9 
Cyanobacteria 
Synergistes 
Deferribacteres 
Chrysiogenetes 
NKB19 
Verrucomicrobia 
Chlamydia 
OP3 
Planctomycetes 
Spriochaetes 
Coprothmermobacter 
OP10 
Thermomicrobia 
Chloroflexi 
TM7 
Deinococcus-Thermus 
Aquificae 
Dictyoglomus 
Thermudesulfobacteria 
Thermotogae 
OP1 
OP11 
• At least 40 
phyla of 
bacteria 
• Experimental 
studies are 
mostly from 
three phyla 
• Some studies 
in other phyla 
As of 2002 
Tree Based on Hugenholtz, 
2002. 
http://genomebiology.com/ 
2002/3/2/reviews/0003
Proteobacteria 
TM6 
OS-K 
Acidobacteria 
Termite Group 
OP8 
Nitrospira 
Bacteroides 
Chlorobi 
Fibrobacteres 
Marine GroupA 
WS3 
Gemmimonas 
Firmicutes 
Fusobacteria 
Actinobacteria 
OP9 
Cyanobacteria 
Synergistes 
Deferribacteres 
Chrysiogenetes 
NKB19 
Verrucomicrobia 
Chlamydia 
OP3 
Planctomycetes 
Spriochaetes 
Coprothmermobacter 
OP10 
Thermomicrobia 
Chloroflexi 
TM7 
Deinococcus-Thermus 
Aquificae 
Dictyoglomus 
Thermudesulfobacteria 
Thermotogae 
OP1 
OP11 
• At least 40 
phyla of 
bacteria 
• Genome 
sequences are 
mostly from 
three phyla 
• Some other 
phyla are only 
sparsely 
sampled 
• Same trend in 
Eukaryotes 
As of 2002 
Tree Based on Hugenholtz, 
2002. 
http://genomebiology.com/ 
2002/3/2/reviews/0003
Proteobacteria 
TM6 
OS-K 
Acidobacteria 
Termite Group 
OP8 
Nitrospira 
Bacteroides 
Chlorobi 
Fibrobacteres 
Marine GroupA 
WS3 
Gemmimonas 
Firmicutes 
Fusobacteria 
Actinobacteria 
OP9 
Cyanobacteria 
Synergistes 
Deferribacteres 
Chrysiogenetes 
NKB19 
Verrucomicrobia 
Chlamydia 
OP3 
Planctomycetes 
Spriochaetes 
Coprothmermobacter 
OP10 
Thermomicrobia 
Chloroflexi 
TM7 
Deinococcus-Thermus 
Aquificae 
Dictyoglomus 
Thermudesulfobacteria 
Thermotogae 
OP1 
OP11 
• At least 40 
phyla of 
bacteria 
• Genome 
sequences are 
mostly from 
three phyla 
• Some other 
phyla are only 
sparsely 
sampled 
• Same trend in 
Viruses 
As of 2002 
Tree Based on Hugenholtz, 
2002. 
http://genomebiology.com/ 
2002/3/2/reviews/0003
Need 
experimental 
studies from 
across the tree 
too 
0.1 
Proteobacteria 
TM6 
OS-K 
Acidobacteria 
Termite Group 
OP8 
Nitrospira 
Bacteroides 
Chlorobi 
Fibrobacteres 
Marine GroupA 
WS3 
Gemmimonas 
Firmicutes 
Fusobacteria 
Actinobacteria 
OP9 
Cyanobacteria 
Synergistes 
Deferribacteres 
Chrysiogenetes 
NKB19 
Verrucomicrobia 
Chlamydia 
OP3 
Planctomycetes 
Spriochaetes 
Coprothmermobacter 
OP10 
Thermomicrobia 
Chloroflexi 
TM7 
Deinococcus-Thermus 
Aquificae 
Dictyoglomus 
Thermudesulfobacteria 
Thermotogae 
OP1 
OP11 
Tree based on 
Hugenholtz (2002) 
with some 
modifications. 
Tree Based on Hugenholtz, 
2002. 
http://genomebiology.com/ 
2002/3/2/reviews/0003
Adopt a 
Microbe 
0.1 
Proteobacteria 
TM6 
OS-K 
Acidobacteria 
Termite Group 
OP8 
Nitrospira 
Bacteroides 
Chlorobi 
Fibrobacteres 
Marine GroupA 
WS3 
Gemmimonas 
Firmicutes 
Fusobacteria 
Actinobacteria 
OP9 
Cyanobacteria 
Synergistes 
Deferribacteres 
Chrysiogenetes 
NKB19 
Verrucomicrobia 
Chlamydia 
OP3 
Planctomycetes 
Spriochaetes 
Coprothmermobacter 
OP10 
Thermomicrobia 
Chloroflexi 
TM7 
Deinococcus-Thermus 
Aquificae 
Dictyoglomus 
Thermudesulfobacteria 
Thermotogae 
OP1 
OP11 
Tree based on 
Hugenholtz (2002) 
with some 
modifications. 
Tree Based on Hugenholtz, 
2002. 
http://genomebiology.com/ 
2002/3/2/reviews/0003
http:// 
www.google. 
com/ 
http:// 
www.google.c 
om/imgres? 
https:// 
www.google.c 
om/url? 
http://www.microbe.net/

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The Genomic Encyclopedia of Bacteria and Archaea & the Need for A Built Environment Culture Collection

  • 1. A phylogeny driven genomic encyclopedia of bacteria and archaea Jonathan A. Eisen UC Davis ! Culture Collection Meeting September 24, 2014
  • 2. http:// www.google. com/ http:// www.google.c om/imgres? https:// www.google.c om/url? http://www.microbe.net/
  • 3. http:// www.google. com/ http:// www.google.c om/imgres? https:// www.google.c om/url?
  • 6. Proteobacteria TM6 OS-K Acidobacteria Termite Group OP8 Nitrospira Bacteroides Chlorobi Fibrobacteres Marine GroupA WS3 Gemmimonas Firmicutes Fusobacteria Actinobacteria OP9 Cyanobacteria Synergistes Deferribacteres Chrysiogenetes NKB19 Verrucomicrobia Chlamydia OP3 Planctomycetes Spriochaetes Coprothmermobacter OP10 Thermomicrobia Chloroflexi TM7 Deinococcus-Thermus Aquificae Dictyoglomus Thermudesulfobacteria Thermotogae OP1 OP11 • At least 40 phyla of bacteria As of 2002 Tree Based on Hugenholtz, 2002. http://genomebiology.com/ 2002/3/2/reviews/0003
  • 7. Proteobacteria TM6 OS-K Acidobacteria Termite Group OP8 Nitrospira Bacteroides Chlorobi Fibrobacteres Marine GroupA WS3 Gemmimonas Firmicutes Fusobacteria Actinobacteria OP9 Cyanobacteria Synergistes Deferribacteres Chrysiogenetes NKB19 Verrucomicrobia Chlamydia OP3 Planctomycetes Spriochaetes Coprothmermobacter OP10 Thermomicrobia Chloroflexi TM7 Deinococcus-Thermus Aquificae Dictyoglomus Thermudesulfobacteria Thermotogae OP1 OP11 • At least 40 phyla of bacteria • Genome sequences are mostly from three phyla As of 2002 Tree Based on Hugenholtz, 2002. http://genomebiology.com/ 2002/3/2/reviews/0003
  • 8. Proteobacteria TM6 OS-K Acidobacteria Termite Group OP8 Nitrospira Bacteroides Chlorobi Fibrobacteres Marine GroupA WS3 Gemmimonas Firmicutes Fusobacteria Actinobacteria OP9 Cyanobacteria Synergistes Deferribacteres Chrysiogenetes NKB19 Verrucomicrobia Chlamydia OP3 Planctomycetes Spriochaetes Coprothmermobacter OP10 Thermomicrobia Chloroflexi TM7 Deinococcus-Thermus Aquificae Dictyoglomus Thermudesulfobacteria Thermotogae OP1 OP11 • At least 40 phyla of bacteria • Genome sequences are mostly from three phyla • Some other phyla are only sparsely sampled As of 2002 Tree Based on Hugenholtz, 2002. http://genomebiology.com/ 2002/3/2/reviews/0003
  • 9. Proteobacteria TM6 OS-K Acidobacteria Termite Group OP8 Nitrospira Bacteroides Chlorobi Fibrobacteres Marine GroupA WS3 Gemmimonas Firmicutes Fusobacteria Actinobacteria OP9 Cyanobacteria Synergistes Deferribacteres Chrysiogenetes NKB19 Verrucomicrobia Chlamydia OP3 Planctomycetes Spriochaetes Coprothmermobacter OP10 Thermomicrobia Chloroflexi TM7 Deinococcus-Thermus Aquificae Dictyoglomus Thermudesulfobacteria Thermotogae OP1 OP11 • At least 40 phyla of bacteria • Genome sequences are mostly from three phyla • Some other phyla are only sparsely sampled As of 2002 Tree Based on Hugenholtz, 2002. http://genomebiology.com/ 2002/3/2/reviews/0003
  • 10. Proteobacteria TM6 OS-K Acidobacteria Termite Group OP8 Nitrospira Bacteroides Chlorobi Fibrobacteres Marine GroupA WS3 Gemmimonas Firmicutes Fusobacteria Actinobacteria OP9 Cyanobacteria Synergistes Deferribacteres Chrysiogenetes NKB19 Verrucomicrobia Chlamydia OP3 Planctomycetes Spriochaetes Coprothmermobacter OP10 Thermomicrobia Chloroflexi TM7 Deinococcus-Thermus Aquificae Dictyoglomus Thermudesulfobacteria Thermotogae OP1 OP11 • At least 40 phyla of bacteria • Genome sequences are mostly from three phyla • Some other phyla are only sparsely sampled As of 2002 Tree Based on Hugenholtz, 2002. http://genomebiology.com/ 2002/3/2/reviews/0003
  • 11. Proteobacteria TM6 OS-K Acidobacteria Termite Group OP8 Nitrospira Bacteroides Chlorobi Fibrobacteres Marine GroupA WS3 Gemmimonas Firmicutes Fusobacteria Actinobacteria OP9 Cyanobacteria Synergistes Deferribacteres Chrysiogenetes NKB19 Verrucomicrobia Chlamydia OP3 Planctomycetes Spriochaetes Coprothmermobacter OP10 Thermomicrobia Chloroflexi TM7 Deinococcus-Thermus Aquificae Dictyoglomus Thermudesulfobacteria Thermotogae OP1 OP11 • At least 40 phyla of bacteria • Genome sequences are mostly from three phyla • Some other phyla are only sparsely sampled • Solution I: sequence more phyla • NSF-funded Tree of Life Project • A genome from each of eight phyla Eisen, Ward, Robb, Nelson, et al Tree Based on Hugenholtz, 2002. http://genomebiology.com/ 2002/3/2/reviews/0003
  • 12. Saving Sequenced Strains • Of 266 genomes done or in progress in 2011 • 138 were type strain for their species • 32 did not specify a strain • 123 in a public culture collection Nature. 2001 Nov 8;414(6860):148.
  • 13. Saving Sequenced Strains We propose that the following standards should be adopted by the entire community. First, genome-sequencing project lists and databases should include the name of the strain sequenced and its associated culture collection accession number(s), as well as its origin. Second, the type strain of a species should be used for sequencing unless other factors make this inappropriate. Third, strains for which genome sequences have been, or are being, generated should be deposited in at least two major public biological resource centres, such as the American Type Culture Collection, the German Collection of Microorganisms and Cell Cultures, the Pasteur Institute Collection or the Japanese Collection of Microorganisms.
  • 14. Saving Sequenced Strains Recommended Policy: ! Order strains for sequencing from Culture Collections to guarantee one is using a strain that is available to others ! If new project, first deposit strains in collection and then re-obtain them from collection.
  • 15. Organisms Selected Phylum Species selected Chrysiogenes Chrysiogenes arsenatis (GCA) Coprothermobacter Coprothermobacter proteolyticus (GCBP) Dictyoglomi Dictyoglomus thermophilum (GDT) Thermodesulfobacteria Thermodesulfobacterium commune (GTC) Nitrospirae Thermodesulfovibrio yellowstonii (GTY) Thermomicrobia Thermomicrobium roseum (GTR ) Deferribacteres Geovibrio thiophilus (GGT) Synergistes Synergistes jonesii (GSJ)
  • 16.
  • 17. Proteobacteria TM6 OS-K Acidobacteria Termite Group OP8 Nitrospira Bacteroides Chlorobi Fibrobacteres Marine GroupA WS3 Gemmimonas Firmicutes Fusobacteria Actinobacteria OP9 Cyanobacteria Synergistes Deferribacteres Chrysiogenetes NKB19 Verrucomicrobia Chlamydia OP3 Planctomycetes Spriochaetes Coprothmermobacter OP10 Thermomicrobia Chloroflexi TM7 Deinococcus-Thermus Dictyoglomus Aquificae Thermudesulfobacteria Thermotogae OP1 OP11 • At least 40 phyla of bacteria • Genome sequences are mostly from three phyla • Some other phyla are only sparsely sampled • Still highly biased in terms of the tree • NSF-funded Tree of Life Project • A genome from each of eight phyla Eisen & Ward, PIs Tree Based on Hugenholtz, 2002. http://genomebiology.com/ 2002/3/2/reviews/0003
  • 18. Major Lineages of Actinobacteria 2.5.1 Acidimicrobidae 2.5.1.1 Unclassified 2.5.1.2 "Microthrixineae 2.5.1.3 Acidimicrobineae 2.5.1.4 BD2-10 2.5.1.5 EB1017 2.5.2 Actinobacteridae 2.5.2.1 Unclassified 2.5.2.10 Ellin306/WR160 2.5.2.11 Ellin5012 2.5.2.12 Ellin5034 2.5.2.13 Frankineae 2.5.2.14 Glycomyces 2.5.2.15 Intrasporangiaceae 2.5.2.16 Kineosporiaceae 2.5.2.17 Microbacteriaceae 2.5.2.18 Micrococcaceae 2.5.2.19 Micromonosporaceae 2.5.2.2 Actinomyces 2.5.2.20 Propionibacterineae 2.5.2.21 Pseudonocardiaceae 2.5.2.22 Streptomycineae 2.5.2.23 Streptosporangineae 2.5.2.3 Actinomycineae 2.5.2.4 Actinosynnemataceae 2.5.2.5 Bifidobacteriaceae 2.5.2.6 Brevibacteriaceae 2.5.2.7 Cellulomonadaceae 2.5.2.8 Corynebacterineae 2.5.2.9 Dermabacteraceae 2.5.3 Coriobacteridae 2.5.3.1 Unclassified 2.5.3.2 Atopobiales 2.5.3.3 Coriobacteriales 2.5.3.4 Eggerthellales 2.5.4 OPB41 2.5.5 PK1 2.5.6 Rubrobacteridae 2.5.6.1 Unclassified 2.5.6.2 "Thermoleiphilaceae 2.5.6.3 MC47 2.5.6.4 Rubrobacteraceae 2.5 Actinobacteria 2.5.1 Acidimicrobidae 2.5.1.1 Unclassified 2.5.1.2 "Microthrixineae 2.5.1.3 Acidimicrobineae 2.5.1.3.1 Unclassified 2.5.1.3.2 Acidimicrobiaceae 2.5.1.4 BD2-10 2.5.1.5 EB1017 2.5.2 Actinobacteridae 2.5.2.1 Unclassified 2.5.2.10 Ellin306/WR160 2.5.2.11 Ellin5012 2.5.2.12 Ellin5034 2.5.2.13 Frankineae 2.5.2.13.1 Unclassified 2.5.2.13.2 Acidothermaceae 2.5.2.13.3 Ellin6090 2.5.2.13.4 Frankiaceae 2.5.2.13.5 Geodermatophilaceae 2.5.2.13.6 Microsphaeraceae 2.5.2.13.7 Sporichthyaceae 2.5.2.14 Glycomyces 2.5.2.15 Intrasporangiaceae 2.5.2.15.1 Unclassified 2.5.2.15.2 Dermacoccus 2.5.2.15.3 Intrasporangiaceae 2.5.2.16 Kineosporiaceae 2.5.2.17 Microbacteriaceae 2.5.2.17.1 Unclassified 2.5.2.17.2 Agrococcus 2.5.2.17.3 Agromyces 2.5.2.18 Micrococcaceae 2.5.2.19 Micromonosporaceae 2.5.2.2 Actinomyces 2.5.2.20 Propionibacterineae 2.5.2.20.1 Unclassified 2.5.2.20.2 Kribbella 2.5.2.20.3 Nocardioidaceae 2.5.2.20.4 Propionibacteriaceae 2.5.2.21 Pseudonocardiaceae 2.5.2.22 Streptomycineae 2.5.2.22.1 Unclassified 2.5.2.22.2 Kitasatospora 2.5.2.22.3 Streptacidiphilus 2.5.2.23 Streptosporangineae 2.5.2.23.1 Unclassified 2.5.2.23.2 Ellin5129 2.5.2.23.3 Nocardiopsaceae 2.5.2.23.4 Streptosporangiaceae 2.5.2.23.5 Thermomonosporaceae 2.5.2.3 Actinomycineae 2.5.2.4 Actinosynnemataceae 2.5.2.5 Bifidobacteriaceae 2.5.2.6 Brevibacteriaceae 2.5.2.7 Cellulomonadaceae 2.5.2.8 Corynebacterineae 2.5.2.8.1 Unclassified 2.5.2.8.2 Corynebacteriaceae 2.5.2.8.3 Dietziaceae 2.5.2.8.4 Gordoniaceae 2.5.2.8.5 Mycobacteriaceae 2.5.2.8.6 Rhodococcus 2.5.2.8.7 Rhodococcus 2.5.2.8.8 Rhodococcus 2.5.2.9 Dermabacteraceae 2.5.2.9.1 Unclassified 2.5.2.9.2 Brachybacterium 2.5.2.9.3 Dermabacter 2.5.3 Coriobacteridae 2.5.3.1 Unclassified 2.5.3.2 Atopobiales 2.5.3.3 Coriobacteriales 2.5.3.4 Eggerthellales 2.5.4 OPB41 2.5.5 PK1 2.5.6 Rubrobacteridae 2.5.6.1 Unclassified 2.5.6.2 "Thermoleiphilaceae 2.5.6.2.1 Unclassified 2.5.6.2.2 Conexibacter 2.5.6.2.3 XGE514 2.5.6.3 MC47 2.5.6.4 Rubrobacteraceae
  • 19. Proteobacteria TM6 OS-K Acidobacteria Termite Group OP8 Nitrospira Bacteroides Chlorobi Fibrobacteres Marine GroupA WS3 Gemmimonas Firmicutes Fusobacteria Actinobacteria OP9 Cyanobacteria Synergistes Deferribacteres Chrysiogenetes NKB19 Verrucomicrobia Chlamydia OP3 Planctomycetes Spriochaetes Coprothmermobacter OP10 Thermomicrobia Chloroflexi TM7 Deinococcus-Thermus Dictyoglomus Aquificae Thermudesulfobacteria Thermotogae OP1 OP11 • At least 40 phyla of bacteria • Genome sequences are mostly from three phyla • Some other phyla are only sparsely sampled • Same trend in Archaea • NSF-funded Tree of Life Project • A genome from each of eight phyla Eisen & Ward, PIs Tree Based on Hugenholtz, 2002. http://genomebiology.com/ 2002/3/2/reviews/0003
  • 20. Proteobacteria TM6 OS-K Acidobacteria Termite Group OP8 Nitrospira Bacteroides Chlorobi Fibrobacteres Marine GroupA WS3 Gemmimonas Firmicutes Fusobacteria Actinobacteria OP9 Cyanobacteria Synergistes Deferribacteres Chrysiogenetes NKB19 Verrucomicrobia Chlamydia OP3 Planctomycetes Spriochaetes Coprothmermobacter OP10 Thermomicrobia Chloroflexi TM7 Deinococcus-Thermus Dictyoglomus Aquificae Thermudesulfobacteria Thermotogae OP1 OP11 • At least 40 phyla of bacteria • Genome sequences are mostly from three phyla • Some other phyla are only sparsely sampled • Same trend in Eukaryotes • NSF-funded Tree of Life Project • A genome from each of eight phyla Eisen & Ward, PIs Tree Based on Hugenholtz, 2002. http://genomebiology.com/ 2002/3/2/reviews/0003
  • 21. Proteobacteria TM6 OS-K Acidobacteria Termite Group OP8 Nitrospira Bacteroides Chlorobi Fibrobacteres Marine GroupA WS3 Gemmimonas Firmicutes Fusobacteria Actinobacteria OP9 Cyanobacteria Synergistes Deferribacteres Chrysiogenetes NKB19 Verrucomicrobia Chlamydia OP3 Planctomycetes Spriochaetes Coprothmermobacter OP10 Thermomicrobia Chloroflexi TM7 Deinococcus-Thermus Dictyoglomus Aquificae Thermudesulfobacteria Thermotogae OP1 OP11 • At least 40 phyla of bacteria • Genome sequences are mostly from three phyla • Some other phyla are only sparsely sampled • Same trend in Viruses • NSF-funded Tree of Life Project • A genome from each of eight phyla Eisen & Ward, PIs Tree Based on Hugenholtz, 2002. http://genomebiology.com/ 2002/3/2/reviews/0003
  • 22. • At least 40 phyla of bacteria • Genome sequences are mostly from three phyla • Some other phyla are only sparsely sampled • Solution: Really Fill in the Trees Proteobacteria TM6 OS-K Acidobacteria Termite Group OP8 Nitrospira Bacteroides Chlorobi Fibrobacteres Marine GroupA WS3 Gemmimonas Firmicutes Fusobacteria Actinobacteria OP9 Cyanobacteria Synergistes Deferribacteres Chrysiogenetes NKB19 Verrucomicrobia Chlamydia OP3 Planctomycetes Spriochaetes Coprothmermobacter OP10 Thermomicrobia Chloroflexi TM7 Deinococcus-Thermus Dictyoglomus Aquificae Thermudesulfobacteria Thermotogae OP1 OP11 Tree Based on Hugenholtz, 2002. http://genomebiology.com/ 2002/3/2/reviews/0003
  • 23. Filling in the Tree Figure from Barton, Eisen et al. “Evolution”, CSHL Press based on Baldauf et al Tree
  • 24. Filling in the Tree Figure from Barton, Eisen et al. “Evolution”, CSHL Press based on Baldauf et al Tree
  • 25. Filling in the Tree Figure from Barton, Eisen et al. “Evolution”, CSHL Press based on Baldauf et al Tree
  • 26. Filling in the Tree Figure from Barton, Eisen et al. “Evolution”, CSHL Press based on Baldauf et al Tree
  • 27. Lots of Plants, Animals, Fungi Figure from Barton, Eisen et al. “Evolution”, CSHL Press based on Baldauf et al Tree
  • 28. Exclude Plants, Animals, Fungi Figure from Barton, Eisen et al. “Evolution”, CSHL Press based on Baldauf et al Tree
  • 29. A Genomic Encyclopedia of Microbes (GEM) Figure from Barton, Eisen et al. “Evolution”, CSHL Press based on Baldauf et al Tree
  • 30. Just Say No to Eukaryotes Figure from Barton, Eisen et al. “Evolution”, CSHL Press based on Baldauf et al Tree
  • 31. GEBA: A Genomic Encyclopedia of Bacteria and Archaea Figure from Barton, Eisen et al. “Evolution”, CSHL Press based on Baldauf et al Tree
  • 32. GEBA
  • 33. GEBA Pilot Project: Components • Project overview (Phil Hugenholtz, Nikos Kyrpides, Jonathan Eisen, Eddy Rubin, Jim Bristow) • Project management (David Bruce, Eileen Dalin, Lynne Goodwin) • Culture collection and DNA prep (DSMZ, Hans-Peter Klenk) • Sequencing and closure (Eileen Dalin, Susan Lucas, Alla Lapidus, Mat Nolan, Alex Copeland, Cliff Han, Feng Chen, Jan-Fang Cheng) • Annotation and data release (Nikos Kyrpides, Victor Markowitz, et al) • Analysis (Dongying Wu, Kostas Mavrommatis, Martin Wu, Victor Kunin, Neil Rawlings, Ian Paulsen, Patrick Chain, Patrik D’Haeseleer, Sean Hooper, Iain Anderson, Amrita Pati, Natalia N. Ivanova, Athanasios Lykidis, Adam Zemla) • Adopt a microbe education project (Cheryl Kerfeld) • Outreach (David Gilbert) • $$$ (DOE, Eddy Rubin, Jim Bristow)
  • 34. Lesson 1: rRNA PD IDs novel lineages From Wu et al. 2009 Nature 462, 1056-1060
  • 35. Lesson 2: rRNA Tree is not perfect 16s WGT, 23S Badger et al. 2005 Int J System Evol Microbiol 55: 1021-1026.
  • 36. Lesson 3: Improves Analysis Badger et al. 2005 Int J System Evol Microbiol 55: 1021-1026.
  • 37.
  • 38.
  • 39.
  • 40.
  • 41.
  • 43. Most/All Functional Prediction Improves w/ Better Phylogenetic Sampling • Better definition of protein family sequence “patterns” • Greatly improves “comparative” and “evolutionary” based predictions • Conversion of hypothetical into conserved hypotheticals • Linking distantly related members of protein families • Improved non-homology prediction Kostas Mavrommatis Natalia Ivanova Thanos Lykidis Nikos Kyrpides Iain Anderson
  • 44. Lesson 9: Improves metagenomics Sargasso Phylotypes Weighted % of Clones 0.500 0.375 0.250 0.125 0.000 GEBA Project improves metagenomic analysis Firmicutes Actinobacteria Major Phylogenetic Group Betaproteobacteria Gammaproteobacteria Alphaproteobacteria Deltaproteobacteria Epsilonproteobacteria Cyanobacteria Chlorobi CFB Chloroflexi Fusobacteria Deinococcus-Thermus Spirochaetes Euryarchaeota Crenarchaeota EFG EFTu HSP70 RecA RpoB rRNA Venter et al., Science 304: 66-74. 2004
  • 45. Lesson 4 : Metadata & Data Papers
  • 46. Lesson 5: Project management critical • Tracking samples and status • Getting permissions • Shipping samples • Contacting collaborators • Data archiving and submission • Communicating with core facilities • and more
  • 47. Lesson 6: Culture Collections Needed
  • 48. GEBA Biggest Challenge: Getting DNA • Getting quality DNA is biggest bottleneck • Solution: Beg Borrow and Steal ! • DSMZ offered to do for free • ATCC is doing a small number for a fee • In discussions with other PCC and other collections
  • 49.
  • 50. Quantification gel of the genomic DNA isolated from Microorganisms Conexibacter woesei (DSM 14684T) 1 2 3 4 5 6 7 8 Lane 1: c(λ-Marker)= 15 ng Lane 2: c(λ-Marker)= 30 ng Lane 3: c(λ-Marker)= 50 ng Lane 4: DNA Molecular Weight Marker II (Roche 236250) Lane 5: DSM 13279, Collinsella stercoris Lane 6: DSM 43043, Intrasporangium calvum Lane 7: DSM 18053, Dyadobacter fermentans Lane 8: DSM 20476, Slackia heliotrinireducens 9 10 11 12 13 14 15 16 Lane 9: DSM 18081, Patulibacter minatonensis Lane 10: DSM 14684, Conexibacter woesei Lane 11: DSM 11002, Dethiosulfovibrio peptidovorans Lane 12: DSM 11551, Halogeometricum borinquense Lane 13: DNA Molecular Weight Marker II (Roche 236250) Lane 14: c(λ-Marker)= 125 ng Lane 15: c(λ-Marker)= 250 ng Lane 16: c(λ-Marker)= 500 ng Conexibacter woesei (DSM 14684T) was taken from the German Collection of Microorganisms and Cell Cultures (DSMZ). The genomic DNA was isolated using the Qiagen Genomic 500 DNA Kit (Qiagen 10262). The genomic DNA was 10-250 kb in size as determined by Pulsed Field Gel Electrophoresis (PFGE). The bulk of DNA had a size of 50-250 kb (see attached PFGE image). The DNA concentration is 500 ng/μl as estimated from the gel. Spectrophotometric measurements yielded a DNA concentration of 450 μg/ml; 300 μl of genomic DNA are shipped (150 μg).
  • 52. Haloarchaeal GEBA-like Lynch EA, Langille MGI, Darling A, Wilbanks EG, Haltiner C, et al. (2012) Sequencing of Seven Haloarchaeal Genomes Reveals Patterns of Genomic Flux. PLoS ONE 7(7): e41389. doi:10.1371/journal.pone.0041389
  • 53. 49 Plan: Sequence multiple Root Nodule Bacteria (RNBs) across the planet. Pilot: 100 RNBs. Beta RNB Cupriavidis Burkholderia Alpha RNB Azorhizobium Allorhizobium Bradyrhizobium Mesorhizobium Rhizobium Sinorhizobium Devosia Ochrobactrum Phyllobacterium Balneimonas-like Goal: • Understand BioGeographical effects on species evolution and understand host-specificity. Rationale: • N2 fixation by legume pastures and crops provides 65% of the N currently utilized in agricultural production. • Contributes 25 to 90 million metric tones N pa. • Symbioses save $US 6-10 billion annually on N fertilizer. • Grain and animal production enhanced by fixed nitrogen supplied by the symbiosis. Nikos Kyrpides GEBA RNB
  • 55. Future 1: Massive Diversity From Wu et al. 2009 Nature 462, 1056-1060
  • 56. JGI Dark Matter Project TG HSM SM G ETL AK E environmental samples (n=9) isolation of single cells (n=9,600) BS E whole genome amplification (n=3,300) SSU rRNA gene based identification (n=2,000) genome sequencing, assembly and QC (n=201) draft genomes (n=201) SAK HOT OT GOM GBS EPR TA PR OM seawater brackish/freshwater hydrothermal sediment bioreactor Korarchaeota Cren Thermoprotei Thaumarchaeota Cren MCG Cren pISA7 Cren C2 Aigarchaeota Nanoarchaea Micrarchaea DSEG (Aenigmarchaea) Nanohaloarchaea pMC2A384 (Diapherotrites) Euryarchaeota (*1 OP11 (Microgenomates) OD1 (Parcubacteria) SR1 BH1 TM7 GN02 (Gracilibacteria) Bacteriodetes OP1 (Acetothermia) F58>@,@,,AB&CG56?AB =D)&'E C=1 ZB3 4896@9/,-565B TG3 Spirochaetes WWE1 (Cloacamonetes) Proteobacteria 486?8,A-5B Tenericutes 4AB@9/,-568/ Chrysiogenetes Chlorobi *;<%0123=/68>8?8,6@98/: Caldithrix GOUTA4 Acidobacteria Elusimicrobia Nitrospirae 49S1 2B Chloroflexi Caldiserica AD3 OP9 (Atribacteria) ()*&2 Synergistetes Thermodesulfobacteria Deferribacteres CD12 (Aerophobetes) OP8 (Aminicenantes) AC1 SBR1093 SPAM GAL15 Dictyoglomi EM3 Thermotogae Aquificae GAL35 EM19 (Calescamantes) +,-*./'&'012345678#89/,-568/: Deltaproteobacteria Cyanobacteria ()*&2 Actinobacteria Gemmatimonadetes NC10 SC4 WS2 NKB19 (Hydrogenedentes) WYO Armatimonadetes WS4 Planctomycetes Chlamydiae OP3 (Omnitrophica) Lentisphaerae Verrucomicrobia BRC1 Poribacteria WS1 !"#$%&'$ LD1 GN01 WS3 (Latescibacteria) GN04 BACTERIA ARCHAEA HGT from Eukaryotes (Nanoarchaea) oxidoretucase Ribo ADP + ' Ribo ' e- donor + O + e- acceptor sigma factor (Diapherotrites, Nanoarchaea) !4 "#$#"% !2 !3 !1 -35 -10 stringent response (Diapherotrites, Nanoarchaea) SpotT RelA ppGpp limiting amino acids (GTP or GDP) archaeal toxins (Nanoarchaea) lytic murein transglycosylase + PPi GTP or GDP +ATP limiting phosphate, fatty acids, carbon, iron DksA Expression of components for stress response &'() &*() +',#-./0123452 H '62 Reduction Oxidation H ADP '6 O H 2 ',)+## $ # 6 #+# $ # 7 2 -# ####################',)6 Eukaryota UGA recoded for Gly (Gracilibacteria) A A * U archaeal type purine synthesis PRPP ;,<*,+ ' ' H O '62 ' 68*62 OH (Microgenomates) PurF PurD 9:3' PurL/Q PurM PurK PurE 9:3* PurB H O '6 *8*63 6#2#' O + 68*62 O '6 *8*63 tetra-peptide O O ' 68*62 OH PurP O '6 *8*63 O 68*62 O '6 *8*63 tetra-peptide murein (peptido-glycan) Archaea ? adenine guanine ' ' H H ' H ' H IMP ,<*,+ * A * U G G U G U A * G U A U A * U Growing AA chain =+',>?/0@# recognizes UGA 1+', ribosome Woyke et al. Nature 2013.
  • 57. Future 2: Eukaryotes and Viruses Figure from Barton, Eisen et al. “Evolution”, CSHL Press based on Baldauf et al Tree
  • 58. A Genomic Encyclopedia of Microbes (GEM) Figure from Barton, Eisen et al. “Evolution”, CSHL Press based on Baldauf et al Tree
  • 59. Future 3 • Need Experiments from Across the Tree of Life too
  • 60. Proteobacteria TM6 OS-K Acidobacteria Termite Group OP8 Nitrospira Bacteroides Chlorobi Fibrobacteres Marine GroupA WS3 Gemmimonas Firmicutes Fusobacteria Actinobacteria OP9 Cyanobacteria Synergistes Deferribacteres Chrysiogenetes NKB19 Verrucomicrobia Chlamydia OP3 Planctomycetes Spriochaetes Coprothmermobacter OP10 Thermomicrobia Chloroflexi TM7 Deinococcus-Thermus Aquificae Dictyoglomus Thermudesulfobacteria Thermotogae OP1 OP11 • At least 40 phyla of bacteria As of 2002 Tree Based on Hugenholtz, 2002. http://genomebiology.com/ 2002/3/2/reviews/0003
  • 61. Proteobacteria TM6 OS-K Acidobacteria Termite Group OP8 Nitrospira Bacteroides Chlorobi Fibrobacteres Marine GroupA WS3 Gemmimonas Firmicutes Fusobacteria Actinobacteria OP9 Cyanobacteria Synergistes Deferribacteres Chrysiogenetes NKB19 Verrucomicrobia Chlamydia OP3 Planctomycetes Spriochaetes Coprothmermobacter OP10 Thermomicrobia Chloroflexi TM7 Deinococcus-Thermus Aquificae Dictyoglomus Thermudesulfobacteria Thermotogae OP1 OP11 • At least 40 phyla of bacteria • Experimental studies are mostly from three phyla As of 2002 Tree Based on Hugenholtz, 2002. http://genomebiology.com/ 2002/3/2/reviews/0003
  • 62. Proteobacteria TM6 OS-K Acidobacteria Termite Group OP8 Nitrospira Bacteroides Chlorobi Fibrobacteres Marine GroupA WS3 Gemmimonas Firmicutes Fusobacteria Actinobacteria OP9 Cyanobacteria Synergistes Deferribacteres Chrysiogenetes NKB19 Verrucomicrobia Chlamydia OP3 Planctomycetes Spriochaetes Coprothmermobacter OP10 Thermomicrobia Chloroflexi TM7 Deinococcus-Thermus Aquificae Dictyoglomus Thermudesulfobacteria Thermotogae OP1 OP11 • At least 40 phyla of bacteria • Experimental studies are mostly from three phyla • Some studies in other phyla As of 2002 Tree Based on Hugenholtz, 2002. http://genomebiology.com/ 2002/3/2/reviews/0003
  • 63. Proteobacteria TM6 OS-K Acidobacteria Termite Group OP8 Nitrospira Bacteroides Chlorobi Fibrobacteres Marine GroupA WS3 Gemmimonas Firmicutes Fusobacteria Actinobacteria OP9 Cyanobacteria Synergistes Deferribacteres Chrysiogenetes NKB19 Verrucomicrobia Chlamydia OP3 Planctomycetes Spriochaetes Coprothmermobacter OP10 Thermomicrobia Chloroflexi TM7 Deinococcus-Thermus Aquificae Dictyoglomus Thermudesulfobacteria Thermotogae OP1 OP11 • At least 40 phyla of bacteria • Genome sequences are mostly from three phyla • Some other phyla are only sparsely sampled • Same trend in Eukaryotes As of 2002 Tree Based on Hugenholtz, 2002. http://genomebiology.com/ 2002/3/2/reviews/0003
  • 64. Proteobacteria TM6 OS-K Acidobacteria Termite Group OP8 Nitrospira Bacteroides Chlorobi Fibrobacteres Marine GroupA WS3 Gemmimonas Firmicutes Fusobacteria Actinobacteria OP9 Cyanobacteria Synergistes Deferribacteres Chrysiogenetes NKB19 Verrucomicrobia Chlamydia OP3 Planctomycetes Spriochaetes Coprothmermobacter OP10 Thermomicrobia Chloroflexi TM7 Deinococcus-Thermus Aquificae Dictyoglomus Thermudesulfobacteria Thermotogae OP1 OP11 • At least 40 phyla of bacteria • Genome sequences are mostly from three phyla • Some other phyla are only sparsely sampled • Same trend in Viruses As of 2002 Tree Based on Hugenholtz, 2002. http://genomebiology.com/ 2002/3/2/reviews/0003
  • 65. Need experimental studies from across the tree too 0.1 Proteobacteria TM6 OS-K Acidobacteria Termite Group OP8 Nitrospira Bacteroides Chlorobi Fibrobacteres Marine GroupA WS3 Gemmimonas Firmicutes Fusobacteria Actinobacteria OP9 Cyanobacteria Synergistes Deferribacteres Chrysiogenetes NKB19 Verrucomicrobia Chlamydia OP3 Planctomycetes Spriochaetes Coprothmermobacter OP10 Thermomicrobia Chloroflexi TM7 Deinococcus-Thermus Aquificae Dictyoglomus Thermudesulfobacteria Thermotogae OP1 OP11 Tree based on Hugenholtz (2002) with some modifications. Tree Based on Hugenholtz, 2002. http://genomebiology.com/ 2002/3/2/reviews/0003
  • 66. Adopt a Microbe 0.1 Proteobacteria TM6 OS-K Acidobacteria Termite Group OP8 Nitrospira Bacteroides Chlorobi Fibrobacteres Marine GroupA WS3 Gemmimonas Firmicutes Fusobacteria Actinobacteria OP9 Cyanobacteria Synergistes Deferribacteres Chrysiogenetes NKB19 Verrucomicrobia Chlamydia OP3 Planctomycetes Spriochaetes Coprothmermobacter OP10 Thermomicrobia Chloroflexi TM7 Deinococcus-Thermus Aquificae Dictyoglomus Thermudesulfobacteria Thermotogae OP1 OP11 Tree based on Hugenholtz (2002) with some modifications. Tree Based on Hugenholtz, 2002. http://genomebiology.com/ 2002/3/2/reviews/0003
  • 67. http:// www.google. com/ http:// www.google.c om/imgres? https:// www.google.c om/url? http://www.microbe.net/