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Title: The Sorcerer II Global Ocean Sampling Expedition: Northwest Atlantic through Eastern Tropical Pacific

Journal Article · · PLoS Biology (Online)
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  1. J. Craig Venter Institute, Inc., Rockville, MD (United States)
  2. J. Craig Venter Institute, Inc., Rockville, MD (United States); University of Southern California, Avalon, CA (United States)
  3. J. Craig Venter Institute, Inc., Rockville, MD (United States); University of California, Davis, CA (United States)
  4. J. Craig Venter Institute, Inc., Rockville, MD (United States); Your Genome, Your World, Rockville, MD (United States)
  5. Universidad Nacional Autonoma de Mexico, Mexico City (Mexico)
  6. University of Hawaii, Honolulu, HI (United States)
  7. Bedford Institute of Oceanography, Dartmouth, NS (Canada)
  8. Smithsonian Tropical Research Institute, Balboa, Ancon (Republic of Panama)
  9. Universidad de Concepcion, Concepcion (Chile)
  10. Universidad de Costa Rica, San Pedro (Costa Rica)
  11. Rutgers University, New Brunswick, NJ (United States)
  12. J. Craig Venter Institute, Inc., Rockville, MD (United States); University of Southern California, Los Angeles, CA (United States)

The world’s oceans contain a complex mixture of micro-organisms that are for the most part, uncharacterized both genetically and biochemically. We report here a metagenomic study of the marine planktonic microbiota in which surface (mostly marine) water samples were analyzed as part of the Sorcerer II Global Ocean Sampling expedition. These samples, collected across a several-thousand km transect from the North Atlantic through the Panama Canal and ending in the South Pacific yielded an extensive dataset consisting of 7.7 million sequencing reads (6.3 billion bp). Though a few major microbial clades dominate the planktonic marine niche, the dataset contains great diversity with 85% of the assembled sequence and 57% of the unassembled data being unique at a 98% sequence identity cutoff. Using the metadata associated with each sample and sequencing library, we developed new comparative genomic and assembly methods. One comparative genomic method, termed ‘‘fragment recruitment,’’ addressed questions of genome structure, evolution, and taxonomic or phylogenetic diversity, as well as the biochemical diversity of genes and gene families. A second method, termed ‘‘extreme assembly,’’ made possible the assembly and reconstruction of large segments of abundant but clearly nonclonal organisms. Within all abundant populations analyzed, we found extensive intra-ribotype diversity in several forms: (1) extensive sequence variation within orthologous regions throughout a given genome; despite coverage of individual ribotypes approaching 500-fold, most individual sequencing reads are unique; (2) numerous changes in gene content some with direct adaptive implications; and (3) hypervariable genomic islands that are too variable to assemble. The intra-ribotype diversity is organized into genetically isolated populations that have overlapping but independent distributions, implying distinct environmental preference. We present novel methods for measuring the genomic similarity between metagenomic samples and show how they may be grouped into several community types. Specific functional adaptations can be identified both within individual ribotypes and across the entire community, including proteorhodopsin spectral tuning and the presence or absence of the phosphate-binding gene PstS.

Research Organization:
J. Craig Venter Institute, Inc., Rockville, MD (United States); University of Southern California, Avalon, CA (United States)
Sponsoring Organization:
USDOE Office of Science (SC), Biological and Environmental Research (BER); Gordon and Betty Moore Foundation; J. Craig Venter Science Foundation
Grant/Contract Number:
FG02-02ER63453
OSTI ID:
1627154
Journal Information:
PLoS Biology (Online), Vol. 5, Issue 3; ISSN 1545-7885
Publisher:
Public Library of ScienceCopyright Statement
Country of Publication:
United States
Language:
English

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Novel pathway for assimilation of dimethylsulphoniopropionate widespread in marine bacteria journal May 2011
Integrated Metagenomic and Metatranscriptomic Analyses of Microbial Communities in the Meso- and Bathypelagic Realm of North Pacific Ocean journal October 2013
Manganese and iron deficiency in Southern Ocean Phaeocystis antarctica populations revealed through taxon-specific protein indicators journal August 2019
Evolution in action: habitat transition from sediment to the pelagial leads to genome streamlining in Methylophilaceae. text January 2019
Phosphite utilization by the marine picocyanobacterium Prochlorococcus MIT9301: Phosphite utilization by Prochlorococcus MIT9301 journal October 2011
Mimivirus reveals Mre11/Rad50 fusion proteins with a sporadic distribution in eukaryotes, bacteria, viruses and plasmids journal September 2011
Distribution and Quantification of Antibiotic Resistant Genes and Bacteria across Agricultural and Non-Agricultural Metagenomes journal November 2012
Distinct distribution pattern of abundance and diversity of aerobic anoxygenic phototrophic bacteria in the global ocean journal December 2007
Scientists’ warning to humanity: microorganisms and climate change journal June 2019
Environment drives high phylogenetic turnover among oceanic bacterial communities journal January 2012
Something from (almost) nothing: the impact of multiple displacement amplification on microbial ecology journal February 2008
Marine microbial metagenomes sampled across space and time journal September 2018
Comparative Genomics Reveals Adaptation by Alteromonas sp. SN2 to Marine Tidal-Flat Conditions: Cold Tolerance and Aromatic Hydrocarbon Metabolism journal April 2012
A novel semi-supervised algorithm for the taxonomic assignment of metagenomic reads journal January 2016
Global abundance of microbial rhodopsins journal October 2012
AHL-driven quorum-sensing circuits: their frequency and function among the Proteobacteria journal February 2008
A guide to statistical analysis in microbial ecology: a community-focused, living review of multivariate data analyses text January 2014
Millimeter‐scale genetic gradients and community‐level molecular convergence in a hypersaline microbial mat journal January 2008
Accurate Genome Relative Abundance Estimation Based on Shotgun Metagenomic Reads journal December 2011
Diversity of urea-degrading microorganisms in open-ocean and estuarine planktonic communities journal December 2009
Biological cycling of volatile organic carbon by phytoplankton and bacterioplankton journal May 2017
Bacterial species may exist, metagenomics reveal: Bacterial species may exist journal December 2011
Not All Particles Are Equal: The Selective Enrichment of Particle-Associated Bacteria from the Mediterranean Sea journal June 2016
Probing the Rare Biosphere of the North-West Mediterranean Sea: An Experiment with High Sequencing Effort journal July 2016
Metagenome Sequence Analysis of Filamentous Microbial Communities Obtained from Geochemically Distinct Geothermal Channels Reveals Specialization of Three Aquificales Lineages journal January 2013
New Abundant Microbial Groups in Aquatic Hypersaline Environments journal October 2011
Newly isolated Nodularia phage influences cyanobacterial community dynamics journal December 2016
Algal taxonomy: a road to nowhere? journal December 2012
Parallel Evolution and Horizontal Gene Transfer of the pst Operon in Firmicutes from Oligotrophic Environments journal March 2011
Proteorhodopsin light-enhanced growth linked to vitamin-B1 acquisition in marine Flavobacteria journal November 2015
Structural and Functional Diversity of the Microbial Kinome journal March 2007
The Ecology of Microbial Communities Associated with Macrocystis pyrifera journal June 2013
Global picophytoplankton niche partitioning predicts overall positive response to ocean warming journal January 2020
Subcellular localization of marine bacterial alkaline phosphatases journal November 2009
Abundant and diverse bacteria involved in DMSP degradation in marine surface waters journal September 2008
Genome sequence of Vibrio diabolicus and identification of the exopolysaccharide HE800 biosynthesis locus journal October 2014
Genomic island variability facilitates Prochlorococcus–virus coexistence journal June 2011
Transposases are the most abundant, most ubiquitous genes in nature journal March 2010
GLOSSary: the GLobal Ocean 16S subunit web accessible resource journal November 2018
Discovery and structural characterization of a novel glycosidase family of marine origin: Discovery of a family of glycosidases of marine origin journal February 2011
The presence of the glycolysis operon in SAR11 genomes is positively correlated with ocean productivity journal February 2010
Marine bacterial communities are resistant to elevated carbon dioxide levels: Marine bacterial communities and elevated CO journal June 2014
The YNP metagenome project: environmental parameters responsible for microbial distribution in the Yellowstone geothermal ecosystem journal January 2013
Comparative metagenomic analyses reveal viral-induced shifts of host metabolism towards nucleotide biosynthesis journal January 2014
Exploring Symbiodinium diversity and host specificity in Acropora corals from geographical extremes of Western Australia with 454 amplicon pyrosequencing journal June 2014
Single-cell enabled comparative genomics of a deep ocean SAR11 bathytype journal January 2014
Expanding the World of Marine Bacterial and Archaeal Clades journal January 2016
From the test tube to the environment - and back: From the test tube to the environment - and back journal January 2013
Meeting Report: “Metagenomics, Metadata and Meta-analysis” (M3) Workshop at the Pacific Symposium on Biocomputing 2010 journal June 2010
Evolutionary analysis of a streamlined lineage of surface ocean Roseobacters journal January 2014
Bacterial flavin-containing monooxygenase is trimethylamine monooxygenase journal October 2011
Release of ecologically relevant metabolites by the cyanobacterium S ynechococcus elongatus  CCMP 1631 : Metabolomics of journal July 2015
Ecogenomics of Deep-Ocean Microbial Bathytypes book March 2017
Comparative genomics of two ‘Candidatus Accumulibacter’ clades performing biological phosphorus removal journal July 2013
Ecosystem-specific selection pressures revealed through comparative population genomics journal October 2010
WebMGA: a customizable web server for fast metagenomic sequence analysis journal September 2011
Characterization of bacterioplankton communities and quantification of organic carbon pools off the Galapagos Archipelago under contrasting environmental conditions journal January 2018
The Ocean Gene Atlas: exploring the biogeography of plankton genes online text January 2018
Adaptation of an abundant Roseobacter RCA organism to pelagic systems revealed by genomic and transcriptomic analyses journal August 2014
The rational exploration of microbial diversity journal July 2008
Dynamics of marine bacterial community diversity of the coastal waters of the reefs, inlets, and wastewater outfalls of southeast Florida journal March 2015
MetaG: a graph-based metagenomic gene analysis for big DNA data journal July 2016
The Pacific Ocean Virome (POV): A Marine Viral Metagenomic Dataset and Associated Protein Clusters for Quantitative Viral Ecology journal February 2013
Prokaryotic assemblages and metagenomes in pelagic zones of the South China Sea journal March 2015
INDUS - a composition-based approach for rapid and accurate taxonomic classification of metagenomic sequences journal November 2011
Mammalian Expression of Infrared Fluorescent Proteins Engineered from a Bacterial Phytochrome journal May 2009
Metaproteomic analysis of a winter to spring succession in coastal northwest Atlantic Ocean microbial plankton journal January 2014
Novel N4 Bacteriophages Prevail in the Cold Biosphere journal May 2015
The effect of variant interference on de novo assembly for viral deep sequencing journal June 2020
Remote homology and the functions of metagenomic dark matter journal July 2015
Abundance and functional diversity of riboswitches in microbial communities journal January 2007
Environmental Genomics Reveals a Single-Species Ecosystem Deep Within Earth journal October 2008
Contributions of single-cell genomics to our understanding of planktonic marine archaea journal October 2019
Reconstruction of Ribosomal RNA Genes from Metagenomic Data journal June 2012
Comparative genomics reveals 104 candidate structured RNAs from bacteria, archaea, and their metagenomes journal January 2010
A Catalog of Reference Genomes from the Human Microbiome journal May 2010
Ecological dynamics and co-occurrence among marine phytoplankton, bacteria and myoviruses shows microdiversity matters journal April 2017
Shedding new light on viral photosynthesis journal November 2014
Age-Related Differences in the Gastrointestinal Microbiota of Chinstrap Penguins (Pygoscelis antarctica) journal April 2016
Metagenomic analysis of a complex marine planktonic thaumarchaeal community from the Gulf of Maine: Metagenomic analysis of marine planktonic Thaumarchaea journal November 2011
Antibacterial and anticancer activities of orphan biosynthetic gene clusters from Atlantis II Red Sea brine pool journal March 2019
Diverse and dynamic populations of cyanobacterial podoviruses in the Chesapeake Bay unveiled through DNA polymerase gene sequences journal November 2009
Yellowstone Lake Nanoarchaeota journal January 2013
Effects of nutrient enrichment on surface microbial community gene expression in the oligotrophic North Pacific Subtropical Gyre journal September 2018
Aerobic methanotrophic communities at the Red Sea brine-seawater interface journal September 2014
Evolution of Dimethylsulfoniopropionate Metabolism in Marine Phytoplankton and Bacteria journal April 2017
MicRhoDE: a curated database for the analysis of microbial rhodopsin diversity and evolution journal January 2015
Fractured genes: a novel genomic arrangement involving new split inteins and a new homing endonuclease family journal March 2009
Bacterial Biogeography across the Amazon River-Ocean Continuum journal May 2017
Comprehensive Analysis of Prokaryotes in Environmental Water Using DNA Microarray Analysis and Whole Genome Amplification journal October 2013
Seasonal bloom dynamics and ecophysiology of the freshwater sister clade of SAR11 bacteria 'that rule the waves' (LD12) text January 2011
The microbial ocean from genomes to biomes journal May 2009
Novel phage-host interactions and evolution as revealed by a cyanomyovirus isolated from an estuarine environment: An evolutionarily and ecologically new cyanophage journal August 2018
Microbial community structure and its functional implications journal May 2009
Bacterial assemblages of the eastern Atlantic Ocean reveal both vertical and latitudinal biogeographic signatures journal January 2012
Metatranscriptomics reveals unique microbial small RNAs in the ocean’s water column journal May 2009
Metagenomics: Facts and Artifacts, and Computational Challenges journal January 2010
Prokaryotic and viral community of the sulfate‐rich crust from Peñahueca ephemeral lake, an astrobiology analogue journal June 2019
Survey of the green picoalga Bathycoccus genomes in the global ocean journal November 2016
Matching phylogeny and metabolism in the uncultured marine bacteria, one cell at a time journal May 2007
Novel Systems Modeling Methodology in Comparative Microbial Metabolomics: Identifying Key Enzymes and Metabolites Implicated in Autism Spectrum Disorders journal April 2015
Increases in the abundance of microbial genes encoding halotolerance and photosynthesis along a sediment salinity gradient posted_content July 2011
Determination of Whether Quorum Quenching Is a Common Activity in Marine Bacteria by Analysis of Cultivable Bacteria and Metagenomic Sequences journal June 2012
Exploring mixed microbial community functioning: recent advances in metaproteomics journal January 2012
Gene diversity of CYP153A and AlkB alkane hydroxylases in oil-degrading bacteria isolated from the Atlantic Ocean: P450 and alkB diversity in bacteria from Atlantic Ocean journal February 2010
Quantification of HTLV-1 Clonality and TCR Diversity journal June 2014
Natural variation in SAR11 marine bacterioplankton genomes inferred from metagenomic data journal January 2007
EBI metagenomics in 2016 - an expanding and evolving resource for the analysis and archiving of metagenomic data journal November 2015
Diffuse flow environments within basalt- and sediment-based hydrothermal vent ecosystems harbor specialized microbial communities journal January 2013
Exome capture from saliva produces high quality genomic and metagenomic data journal April 2014
Toward Understanding, Managing, and Protecting Microbial Ecosystems journal January 2011
Building on basic metagenomics with complementary technologies journal January 2007
Co-occurrence Analysis of Microbial Taxa in the Atlantic Ocean Reveals High Connectivity in the Free-Living Bacterioplankton journal May 2016
Seasonal Mixing-Driven System in Estuarine–Coastal Zone Triggers an Ecological Shift in Bacterial Assemblages Involved in Phytoplankton-Derived DMSP Degradation journal May 2019
The Taxonomic and Functional Diversity of Microbes at a Temperate Coastal Site: A ‘Multi-Omic’ Study of Seasonal and Diel Temporal Variation journal November 2010
Adaptation to sub-optimal hosts is a driver of viral diversification in the ocean journal February 2018
New insights into marine group III Euryarchaeota, from dark to light journal January 2017
Thaumarchaeal ecotype distributions across the equatorial Pacific Ocean and their potential roles in nitrification and sinking flux attenuation: Thaumarchaea in the equatorial Pacific journal April 2017
Genomes of Two New Ammonia-Oxidizing Archaea Enriched from Deep Marine Sediments journal May 2014
Bacterial pathogens, virulence mechanism and host defence in marine macroalgae: Bacterial pathogens of macroalgae journal October 2013
CloVR-ITS: Automated internal transcribed spacer amplicon sequence analysis pipeline for the characterization of fungal microbiota journal February 2013
Tuning fresh: radiation through rewiring of central metabolism in streamlined bacteria journal January 2016
Occurrence of phosphate acquisition genes in Prochlorococcus cells from different ocean regions journal June 2009
Metagenomic Analysis of Lysogeny in Tampa Bay: Implications for Prophage Gene Expression journal September 2008
Microbes in Earth’s aqueous environments journal January 2010
A Response to Scientific and Societal Needs for Marine Biological Observations journal July 2019
Microbiology in the post-genomic era journal May 2008
Standard filtration practices may significantly distort planktonic microbial diversity estimates journal June 2015
Metagenomic Analysis of 0.2-μm-Passable Microorganisms in Deep-Sea Hydrothermal Fluid journal January 2011
Shifts in bacterial community composition associated with increased carbon cycling in a mosaic of phytoplankton blooms journal July 2015
Marine methylotrophs revealed by stable-isotope probing, multiple displacement amplification and metagenomics: Metagenomics of active marine methyotrophs journal February 2008
Comparative genomics of methylated amine utilization by marine Roseobacter clade bacteria and development of functional gene markers (tmm, gmaS): Methylamine utilization by Roseobacter journal April 2012
MLST revisited: the gene-by-gene approach to bacterial genomics journal September 2013
1,003 reference genomes of bacterial and archaeal isolates expand coverage of the tree of life journal June 2017
HqiA, a novel quorum-quenching enzyme which expands the AHL lactonase family journal April 2017
Metagenomic covariation along densely sampled environmental gradients in the Red Sea journal July 2016
Ecological structuring of bacterial and archaeal taxa in surface ocean waters journal April 2012
Diversity and evolutionary relationships of T7-like podoviruses infecting marine cyanobacteria: Evolutionary relationships of T7-like cyanopodoviruses journal March 2013
Fundamental differences in diversity and genomic population structure between Atlantic and Pacific Prochlorococcus journal May 2017
Widespread Genetic Switches and Toxicity Resistance Proteins for Fluoride journal December 2011
GRASP: Guided Reference-based Assembly of Short Peptides journal November 2014
Influence of a Non-Hospital Medical Care Facility on Antimicrobial Resistance in Wastewater journal March 2015
Community Structure and Function of High-Temperature Chlorophototrophic Microbial Mats Inhabiting Diverse Geothermal Environments journal January 2013
Alignment-free supervised classification of metagenomes by recursive SVM journal January 2013
De-Bruijn graph with MapReduce framework towards metagenomic data classification journal February 2017
The Use of a Chimeric Rhodopsin Vector for the Detection of New Proteorhodopsins Based on Color journal March 2018
Diversity and abundance of phosphonate biosynthetic genes in nature journal December 2013
Improved genome recovery and integrated cell-size analyses of individual uncultured microbial cells and viral particles journal July 2017
Factors Influencing the Diversity of Iron Uptake Systems in Aquatic Microorganisms journal January 2012
The role of planktonic Flavobacteria in processing algal organic matter in coastal East Antarctica revealed using metagenomics and metaproteomics : Metaproteomics of marine Antarctic journal November 2012
Transcriptome dynamics of a broad host-range cyanophage and its hosts journal December 2015
Biogeographic patterns in ocean microbes emerge in a neutral agent-based model journal September 2014
Coordinating Environmental Genomics and Geochemistry Reveals Metabolic Transitions in a Hot Spring Ecosystem journal June 2012
Metagenomic 16S rDNA Illumina tags are a powerful alternative to amplicon sequencing to explore diversity and structure of microbial communities: Using journal September 2013
Accelerated Species Inventory on Madagascar Using Coalescent-Based Models of Species Delineation journal June 2009
Metagenomics journal November 2008
GeneHunt for rapid domain-specific annotation of glycoside hydrolases journal July 2019
High-resolution metagenomics targets specific functional types in complex microbial communities journal August 2008
Iron transporters in marine prokaryotic genomes and metagenomes: Iron transporters in marine prokaryotes journal August 2011
Diversity, ecology, and genomics of the Roseobacter clade: a short overview journal February 2008
Analysis of the Pseudoalteromonas tunicata Genome Reveals Properties of a Surface-Associated Life Style in the Marine Environment journal September 2008
Metagenomic Profiling of Microbial Composition and Antibiotic Resistance Determinants in Puget Sound journal October 2012
Recombination Does Not Hinder Formation or Detection of Ecological Species of Synechococcus Inhabiting a Hot Spring Cyanobacterial Mat journal January 2016
Evolution and Diversity of the Microviridae Viral Family through a Collection of 81 New Complete Genomes Assembled from Virome Reads journal July 2012
NCycDB: a curated integrative database for fast and accurate metagenomic profiling of nitrogen cycling genes journal August 2018
Cultivation of seaweed Gracilaria lemaneiformis enhanced biodiversity in a eukaryotic plankton community as revealed via metagenomic analyses journal February 2018
Marine Biodiversity of Eastern Tropical Pacific Coral Reefs book August 2016
Diversification and niche adaptations of Nitrospina-like bacteria in the polyextreme interfaces of Red Sea brines journal December 2015
The perils of plenty: what are we going to do with all these genes? journal October 2008
Impact of ocean phytoplankton diversity on phosphate uptake journal November 2014
Elemental Composition, Phosphorous Uptake, and Characteristics of Growth of a SAR11 Strain in Batch and Continuous Culture journal August 2019
The Pfam protein families database journal December 2007
SPA: a short peptide assembler for metagenomic data journal February 2013