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Welcome to the 1st International EMP meeting: The First 10,000 Pilot Study Jack A Gilbert
Argonne National Laboratory Institute for Genomic and Systems Biology 2 Once the diversity of the microbial world is catalogued,  it will make astronomy look like a pitiful science. - Julian Davies, Professor Emeritus, Microbiology and Immunology, UBC
Argonne National Laboratory Institute for Genomic and Systems Biology www.earthmicrobiome.org @gilbertjacka
Exploring microbes from their perspective US-EC Workshop on Marine Genomics: Next Generation Scientists for Next Generation Sequencing N-dimensional hypervolume and niche theory (mentioned by Tom Schmidt yesterday!) Predict dynamics from environmental parameters
The Earth Microbiome Project >70 members, 30 institutes, 12 countries Janet Jansson, Rob Knight, Jack A. Gilbert, Bin Hu, Noah Fierer, Folker Meyer, Rick Stevens, Jonathan A Eisen, Jed Furhman, Mark Bailey, Jeff Gordon, Norman Pace, JeroenRaes, James Tiedje, Ruth Ley, Noah Fierer, Dawn Field, Nikos Kyrpides, Frank-Oliver Glockner, Hans-Peter Klenk, K. Eric Wommack, Elizabeth M. Glass, Kathryn Docherty, Rachel Gallery,, George Kowalchuk, Mark Bailey, Dion Antonopoulos, PavanBalaji, C. Titus Brown, Christopher T. Brown, NarayanDesai, Dirk Evers, Wu Feng, Daniel Huson, James Knight, Eugene Kolker, Kostas Konstantindis, Joel Kostka, Rachel Mackelprang, Alice McHardy, Christopher Quince, Alexander Sczyrba, Ashley Shade,  ….. And you?
The Pilot Study EMP – The First 10,000 samples US-EC Workshop on Marine Genomics: Next Generation Scientists for Next Generation Sequencing ,[object Object]
 16S/18S rRNA survey and shotgun metagenomics,[object Object]
Delmont et al., 2011. ISME J
Earth Microbiome Project sites. US-EC Workshop on Marine Genomics: Next Generation Scientists for Next Generation Sequencing Currently >60,000 samples pledged from >50 Researchers Sampled selected based on their position in environmental parameter gradients Exceptionally rich contextualization collected at time of sequencing using MIxS checklist (Yilmaz et al., 2011 Nature Biotech)
US-EC Workshop on Marine Genomics: Next Generation Scientists for Next Generation Sequencing
US-EC Workshop on Marine Genomics: Next Generation Scientists for Next Generation Sequencing
Alpha Diversity US-EC Workshop on Marine Genomics: Next Generation Scientists for Next Generation Sequencing
US-EC Workshop on Marine Genomics: Next Generation Scientists for Next Generation Sequencing 5387 samples,  39,000 sequences per sample,  randomly resampled to 2000 reads per sample.
What Does an EMP study look like? US-EC Workshop on Marine Genomics: Next Generation Scientists for Next Generation Sequencing
Continental-scale soil metagenomics project Goals Determine relative importance of edaphic and climatic drivers on soil metagenomes  Pinpoint aspects of metagenomes that vary with those drivers. Forests Grasslands Fermilab grasslands Poster board #1316, Mon 10:45-12:30; Dion Antonopoulos, Sarah O’Brien, et al.
Metagenomics shows the same pattern! ,[object Object]
Mostly related to carbohydrates
At broadest level, highly conserved
Biomes clearly distinct
Vegetation is important
Little signal from climate or geographygrasslands forests Poster board #1316
US-EC Workshop on Marine Genomics: Next Generation Scientists for Next Generation Sequencing
Robust Seasonal Species Richness US-EC Workshop on Marine Genomics: Next Generation Scientists for Next Generation Sequencing Peaks on December 21st Troughs on June 21st
Argonne National Laboratory Institute for Genomic and Systems Biology 10,000 reads per sample December 2007 2003         2004                  2005                            2006                                     2007                                                 2008 20 million reads >99.96% of all taxa were found in one month! Caporasso et al. In preparation
Env. Parameter Rhodobacteriales Flavobacteriales Rickettsiales Pseudomonadales Opitutales Vibrionales Rhizobiales Marine Microbial Assemblage Prediction (MMAP)
US-EC Workshop on Marine Genomics: Next Generation Scientists for Next Generation Sequencing
Environmental metabolome
PRMT calculations for WCO data PRMT1,2 = M x (E2 – E1) Where PRMT1,2= vector of PRMT scores for all metabolites in network M = Connectivity Matrix for network En= Vector of Normalized activity counts in metagenome n Larsen et al, 2011, PLoS CB TON	TOC	SRP
http://www.bio.anl.gov/molecular_and_systems_biology/GilbertNetworks/Subnetworks/L4_DayNightTestAnim.gif
Taxonomic Abundance Linear Relationship between Taxonomic abundance and functional gene abundance Microbial Assemblage Prediction (MAP) Predictive Relative Metabolic Turnover (PRMT) Environmental Parameters Environmental Metabolome

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1ST EMP

  • 1. Welcome to the 1st International EMP meeting: The First 10,000 Pilot Study Jack A Gilbert
  • 2. Argonne National Laboratory Institute for Genomic and Systems Biology 2 Once the diversity of the microbial world is catalogued, it will make astronomy look like a pitiful science. - Julian Davies, Professor Emeritus, Microbiology and Immunology, UBC
  • 3. Argonne National Laboratory Institute for Genomic and Systems Biology www.earthmicrobiome.org @gilbertjacka
  • 4. Exploring microbes from their perspective US-EC Workshop on Marine Genomics: Next Generation Scientists for Next Generation Sequencing N-dimensional hypervolume and niche theory (mentioned by Tom Schmidt yesterday!) Predict dynamics from environmental parameters
  • 5. The Earth Microbiome Project >70 members, 30 institutes, 12 countries Janet Jansson, Rob Knight, Jack A. Gilbert, Bin Hu, Noah Fierer, Folker Meyer, Rick Stevens, Jonathan A Eisen, Jed Furhman, Mark Bailey, Jeff Gordon, Norman Pace, JeroenRaes, James Tiedje, Ruth Ley, Noah Fierer, Dawn Field, Nikos Kyrpides, Frank-Oliver Glockner, Hans-Peter Klenk, K. Eric Wommack, Elizabeth M. Glass, Kathryn Docherty, Rachel Gallery,, George Kowalchuk, Mark Bailey, Dion Antonopoulos, PavanBalaji, C. Titus Brown, Christopher T. Brown, NarayanDesai, Dirk Evers, Wu Feng, Daniel Huson, James Knight, Eugene Kolker, Kostas Konstantindis, Joel Kostka, Rachel Mackelprang, Alice McHardy, Christopher Quince, Alexander Sczyrba, Ashley Shade, ….. And you?
  • 6.
  • 7.
  • 8. Delmont et al., 2011. ISME J
  • 9. Earth Microbiome Project sites. US-EC Workshop on Marine Genomics: Next Generation Scientists for Next Generation Sequencing Currently >60,000 samples pledged from >50 Researchers Sampled selected based on their position in environmental parameter gradients Exceptionally rich contextualization collected at time of sequencing using MIxS checklist (Yilmaz et al., 2011 Nature Biotech)
  • 10. US-EC Workshop on Marine Genomics: Next Generation Scientists for Next Generation Sequencing
  • 11. US-EC Workshop on Marine Genomics: Next Generation Scientists for Next Generation Sequencing
  • 12. Alpha Diversity US-EC Workshop on Marine Genomics: Next Generation Scientists for Next Generation Sequencing
  • 13. US-EC Workshop on Marine Genomics: Next Generation Scientists for Next Generation Sequencing 5387 samples, 39,000 sequences per sample, randomly resampled to 2000 reads per sample.
  • 14. What Does an EMP study look like? US-EC Workshop on Marine Genomics: Next Generation Scientists for Next Generation Sequencing
  • 15. Continental-scale soil metagenomics project Goals Determine relative importance of edaphic and climatic drivers on soil metagenomes Pinpoint aspects of metagenomes that vary with those drivers. Forests Grasslands Fermilab grasslands Poster board #1316, Mon 10:45-12:30; Dion Antonopoulos, Sarah O’Brien, et al.
  • 16.
  • 17. Mostly related to carbohydrates
  • 18. At broadest level, highly conserved
  • 21. Little signal from climate or geographygrasslands forests Poster board #1316
  • 22. US-EC Workshop on Marine Genomics: Next Generation Scientists for Next Generation Sequencing
  • 23. Robust Seasonal Species Richness US-EC Workshop on Marine Genomics: Next Generation Scientists for Next Generation Sequencing Peaks on December 21st Troughs on June 21st
  • 24. Argonne National Laboratory Institute for Genomic and Systems Biology 10,000 reads per sample December 2007 2003 2004 2005 2006 2007 2008 20 million reads >99.96% of all taxa were found in one month! Caporasso et al. In preparation
  • 25. Env. Parameter Rhodobacteriales Flavobacteriales Rickettsiales Pseudomonadales Opitutales Vibrionales Rhizobiales Marine Microbial Assemblage Prediction (MMAP)
  • 26. US-EC Workshop on Marine Genomics: Next Generation Scientists for Next Generation Sequencing
  • 28. PRMT calculations for WCO data PRMT1,2 = M x (E2 – E1) Where PRMT1,2= vector of PRMT scores for all metabolites in network M = Connectivity Matrix for network En= Vector of Normalized activity counts in metagenome n Larsen et al, 2011, PLoS CB TON TOC SRP
  • 30. Taxonomic Abundance Linear Relationship between Taxonomic abundance and functional gene abundance Microbial Assemblage Prediction (MAP) Predictive Relative Metabolic Turnover (PRMT) Environmental Parameters Environmental Metabolome
  • 31.
  • 32. US-EC Workshop on Marine Genomics: Next Generation Scientists for Next Generation Sequencing
  • 33. Dominant microbes in the Western English Channel Relative Concentration Relative Abundance Microbial Music
  • 34. US-EC Workshop on Marine Genomics: Next Generation Scientists for Next Generation Sequencing Rare Bloomers! Microbes which demonstrate rapid increases in abundance for short periods.
  • 35. Requiem for a bacterial community! US-EC Workshop on Marine Genomics: Next Generation Scientists for Next Generation Sequencing
  • 36. Acknowledgements Argonne National Laboratory & University of Chicago: Folker Meyer, Kevin Keegan, Jared Wilkening, Andreas Wilkes, Sarah Owens, Ella Rakowski, Peter Larsen, Dion Antonopolous, Sarah O’Brien, Kevin Keegen, et al. Plymouth Marine Laboratory: Simon Thomas, Ben Temperton, Bonnie Laverock, Paul Somerfield, Ian Joint CEH Oxford:Paul Swift and Dawn Field. Josephine Bay Paul Centre: Mitch Sogin, Susan Huse University of Colorado at Boulder: Rob Knight and Greg Caporaso University of Southern California: Jed Furhman and Joshua Steele University of Exeter: KonradPaszkiewicz University of Lyon: Tim Vogel and Tom Dumont Argonne National Laboratory Institute for Genomic and Systems Biology

Editor's Notes

  1. Total of 20 soil samples representing half the NEON sites with biological replicates.Also includes grassland soil samples from Fermilab experimental site.Shotgun metagenomic data generated with 454 as well as thorough characterization of soil samples – i.e. lots of metadata
  2. Annotated shotgun metagenomic data using MG-RAST; binned sequences according to subsystems-approachPCA used to condense the data and inform regression analysis of metadata (next slide)