Phylogenetic and Functional Analysis of Metagenome Sequence from High-Temperature Archaeal Habitats Demonstrate Linkages between Metabolic Potential and Geochemistry
Abstract
Geothermal habitats in Yellowstone National Park (YNP) provide an unparalleled opportunity to understand the environmental factors that control the distribution of archaea in thermal habitats. Here we describe, analyze, and synthesize metagenomic and geochemical data collected from seven high-temperature sites that contain microbial communities dominated by archaea relative to bacteria. The specific objectives of the study were to use metagenome sequencing to determine the structure and functional capacity of thermophilic archaeal-dominated microbial communities across a pH range from 2.5 to 6.4 and to discuss specific examples where the metabolic potential correlated with measured environmental parameters and geochemical processes occurring in situ. Random shotgun metagenome sequence (~40–45 Mb Sanger sequencing per site) was obtained from environmental DNA extracted from high-temperature sediments and/or microbial mats and subjected to numerous phylogenetic and functional analyses. Analysis of individual sequences (e.g., MEGAN and G + C content) and assemblies from each habitat type revealed the presence of dominant archaeal populations in all environments, 10 of whose genomes were largely reconstructed from the sequence data. Analysis of protein family occurrence, particularly of those involved in energy conservation, electron transport, and autotrophic metabolism, revealed significant differences in metabolic strategies across sites consistent with differences in major geochemicalmore »
- Authors:
-
- Montana State Univ., Bozeman, MT (United States). Dept. of Land Resources and Environmental Sciences; Montana State Univ., Bozeman, MT (United States). Thermal Biology Inst.
- Montana State Univ., Bozeman, MT (United States). Dept. of Land Resources and Environmental Sciences
- Technical Univ. of Denmark, Hørsholm (Denmark). Novo Nordisk Foundation Center for Biosustainability
- Indiana Univ., Bloomington, IN (United States). Center for Genomics and Bioinformatics
- USDOE Joint Genome Institute (JGI), Walnut Creek, CA (United States)
- Montana State Univ., Bozeman, MT (United States). Thermal Biology Inst.; Montana State Univ., Bozeman, MT (United States). Dept. of Chemistry and Biochemistry
- Colorado School of Mines, Golden, CO (United States). Dept. of Civil and Environmental Engineering
- Newmont Mining Corporation, Englewood, CO (United States)
- Publication Date:
- Research Org.:
- Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
- Sponsoring Org.:
- USDOE Office of Science (SC), Biological and Environmental Research (BER). Earth and Environmental Systems Science Division
- OSTI Identifier:
- 1628087
- Grant/Contract Number:
- AC02-05CH11231
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Frontiers in Microbiology
- Additional Journal Information:
- Journal Volume: 4; Journal ID: ISSN 1664-302X
- Publisher:
- Frontiers Research Foundation
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 54 ENVIRONMENTAL SCIENCES; 59 BASIC BIOLOGICAL SCIENCES; Microbiology; archaea; thermophilic archaea and bacteria; geochemistry; phylogeny; functional genomics
Citation Formats
Inskeep, William P., Jay, Zackary J., Herrgard, Markus J., Kozubal, Mark A., Rusch, Douglas B., Tringe, Susannah G., Macur, Richard E., Jennings, Ryan deM., Boyd, Eric S., Spear, John R., and Roberto, Francisco F. Phylogenetic and Functional Analysis of Metagenome Sequence from High-Temperature Archaeal Habitats Demonstrate Linkages between Metabolic Potential and Geochemistry. United States: N. p., 2013.
Web. doi:10.3389/fmicb.2013.00095.
Inskeep, William P., Jay, Zackary J., Herrgard, Markus J., Kozubal, Mark A., Rusch, Douglas B., Tringe, Susannah G., Macur, Richard E., Jennings, Ryan deM., Boyd, Eric S., Spear, John R., & Roberto, Francisco F. Phylogenetic and Functional Analysis of Metagenome Sequence from High-Temperature Archaeal Habitats Demonstrate Linkages between Metabolic Potential and Geochemistry. United States. https://doi.org/10.3389/fmicb.2013.00095
Inskeep, William P., Jay, Zackary J., Herrgard, Markus J., Kozubal, Mark A., Rusch, Douglas B., Tringe, Susannah G., Macur, Richard E., Jennings, Ryan deM., Boyd, Eric S., Spear, John R., and Roberto, Francisco F. Tue .
"Phylogenetic and Functional Analysis of Metagenome Sequence from High-Temperature Archaeal Habitats Demonstrate Linkages between Metabolic Potential and Geochemistry". United States. https://doi.org/10.3389/fmicb.2013.00095. https://www.osti.gov/servlets/purl/1628087.
@article{osti_1628087,
title = {Phylogenetic and Functional Analysis of Metagenome Sequence from High-Temperature Archaeal Habitats Demonstrate Linkages between Metabolic Potential and Geochemistry},
author = {Inskeep, William P. and Jay, Zackary J. and Herrgard, Markus J. and Kozubal, Mark A. and Rusch, Douglas B. and Tringe, Susannah G. and Macur, Richard E. and Jennings, Ryan deM. and Boyd, Eric S. and Spear, John R. and Roberto, Francisco F.},
abstractNote = {Geothermal habitats in Yellowstone National Park (YNP) provide an unparalleled opportunity to understand the environmental factors that control the distribution of archaea in thermal habitats. Here we describe, analyze, and synthesize metagenomic and geochemical data collected from seven high-temperature sites that contain microbial communities dominated by archaea relative to bacteria. The specific objectives of the study were to use metagenome sequencing to determine the structure and functional capacity of thermophilic archaeal-dominated microbial communities across a pH range from 2.5 to 6.4 and to discuss specific examples where the metabolic potential correlated with measured environmental parameters and geochemical processes occurring in situ. Random shotgun metagenome sequence (~40–45 Mb Sanger sequencing per site) was obtained from environmental DNA extracted from high-temperature sediments and/or microbial mats and subjected to numerous phylogenetic and functional analyses. Analysis of individual sequences (e.g., MEGAN and G + C content) and assemblies from each habitat type revealed the presence of dominant archaeal populations in all environments, 10 of whose genomes were largely reconstructed from the sequence data. Analysis of protein family occurrence, particularly of those involved in energy conservation, electron transport, and autotrophic metabolism, revealed significant differences in metabolic strategies across sites consistent with differences in major geochemical attributes (e.g., sulfide, oxygen, pH). These observations provide an ecological basis for understanding the distribution of indigenous archaeal lineages across high-temperature systems of YNP.},
doi = {10.3389/fmicb.2013.00095},
journal = {Frontiers in Microbiology},
number = ,
volume = 4,
place = {United States},
year = {Tue Jan 01 00:00:00 EST 2013},
month = {Tue Jan 01 00:00:00 EST 2013}
}
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- Meslé, Margaux M.; Beam, Jacob P.; Jay, Zackary J.
- Frontiers in Marine Science, Vol. 4
The YNP metagenome project: environmental parameters responsible for microbial distribution in the Yellowstone geothermal ecosystem
journal, January 2013
- Inskeep, William
- Frontiers in Microbiology, Vol. 4
Phylogeny and phylogeography of functional genes shared among seven terrestrial subsurface metagenomes reveal N-cycling and microbial evolutionary relationships
journal, October 2014
- Lau, Maggie C. Y.; Cameron, Connor; Magnabosco, Cara
- Frontiers in Microbiology, Vol. 5
Geomicrobiology of sublacustrine thermal vents in Yellowstone Lake: geochemical controls on microbial community structure and function
journal, October 2015
- Inskeep, William P.; Jay, Zackary J.; Macur, Richard E.
- Frontiers in Microbiology, Vol. 6
Taxonomic and functional characteristics of microbial communities and their correlation with physicochemical properties of four geothermal springs in Odisha, India
journal, October 2015
- Badhai, Jhasketan; Ghosh, Tarini S.; Das, Subrata K.
- Frontiers in Microbiology, Vol. 6
Microbial Community Structure of Activated Sludge in Treatment Plants with Different Wastewater Compositions
journal, February 2016
- Shchegolkova, Nataliya M.; Krasnov, George S.; Belova, Anastasia A.
- Frontiers in Microbiology, Vol. 7
Metagenomics of Thermophiles with a Focus on Discovery of Novel Thermozymes
journal, September 2016
- DeCastro, María-Eugenia; Rodríguez-Belmonte, Esther; González-Siso, María-Isabel
- Frontiers in Microbiology, Vol. 7
Integration of Metagenomic and Stable Carbon Isotope Evidence Reveals the Extent and Mechanisms of Carbon Dioxide Fixation in High-Temperature Microbial Communities
journal, February 2017
- Jennings, Ryan de Montmollin; Moran, James J.; Jay, Zackary J.
- Frontiers in Microbiology, Vol. 8
Sulfur Oxidation in the Acidophilic Autotrophic Acidithiobacillus spp.
journal, January 2019
- Wang, Rui; Lin, Jian-Qiang; Liu, Xiang-Mei
- Frontiers in Microbiology, Vol. 9
Global Microbiome Diversity Scaling in Hot Springs With DAR (Diversity-Area Relationship) Profiles
journal, February 2019
- Li, Lianwei; Ma, Zhanshan (Sam)
- Frontiers in Microbiology, Vol. 10
Pseudomonas PB1-Like Phages: Whole Genomes from Metagenomes Offer Insight into an Abundant Group of Bacteriophages
journal, June 2018
- Watkins, Siobhan; Sible, Emily; Putonti, Catherine
- Viruses, Vol. 10, Issue 6
virMine: automated detection of viral sequences from complex metagenomic samples
journal, January 2019
- Garretto, Andrea; Hatzopoulos, Thomas; Putonti, Catherine
- PeerJ, Vol. 7