Genome-centric view of carbon processing in thawing permafrost
Abstract
As global temperatures rise, large amounts of carbon sequestered in permafrost are becoming available for microbial degradation. Accurate prediction of carbon gas emissions from thawing permafrost is limited by our understanding of these microbial communities. Here we use metagenomic sequencing of 214 samples from a permafrost thaw gradient to recover 1,529 metagenome-assembled genomes, including many from phyla with poor genomic representation. These genomes reflect the diversity of this complex ecosystem, with genus-level representatives for more than sixty per cent of the community. Meta-omic analysis revealed key populations involved in the degradation of organic matter, including bacteria whose genomes encode a previously undescribed fungal pathway for xylose degradation. Microbial and geochemical data highlight lineages that correlate with the production of greenhouse gases and indicate novel syntrophic relationships. Lastly, our findings link changing biogeochemistry to specific microbial lineages involved in carbon processing, and provide key information for predicting the effects of climate change on permafrost systems.
- Authors:
-
- Univ. of Queensland, Brisbane, QLD (Australia)
- The Ohio State Univ., Columbus, OH (United States); Univ. of California, Davis, CA (United States)
- The Ohio State Univ., Columbus, OH (United States)
- Rochester Institute of Technology, Rochester, NY (United States)
- Florida State Univ., Tallahassee, FL (United States)
- Pacific Northwest National Lab. (PNNL), Richland, WA (United States)
- Univ. of New Hampshire, Durham, NH (United States)
- Stockholm Univ., Stockholm (Sweden)
- Univ. of Arizona, Tucson, AZ (United States)
- Publication Date:
- Research Org.:
- Univ. of Arizona, Tucson, AZ (United States); The Ohio State Univ., Columbus, OH (United States)
- Sponsoring Org.:
- USDOE Office of Science (SC), Biological and Environmental Research (BER)
- Contributing Org.:
- Univ. of Queensland, Brisbane, QLD (Australia). Australian Centre for Ecogenomics, School of Chemistry and Molecular Biosciences
- OSTI Identifier:
- 1481643
- Grant/Contract Number:
- SC0010580; SC0016440
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Nature (London)
- Additional Journal Information:
- Journal Name: Nature (London); Journal Volume: 560; Journal Issue: 7716; Related Information: Raw metagenome and metatranscriptomes from the study: https://www.ncbi.nlm.nih.gov/bioproject/?term=PRJNA386568; Journal ID: ISSN 0028-0836
- Publisher:
- Nature Publishing Group
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 54 ENVIRONMENTAL SCIENCES; 58 GEOSCIENCES; 59 BASIC BIOLOGICAL SCIENCES; Permafrost; Metagenomics; Metatranscriptomics; Metaproteomics; Biogeochemistry; Bacteria; Archaea
Citation Formats
Woodcroft, Ben J., Singleton, Caitlin M., Boyd, Joel A., Evans, Paul N., Emerson, Joanne B., Zayed, Ahmed A. F., Hoelzle, Robert D., Lamberton, Timothy O., McCalley, Carmody K., Hodgkins, Suzanne B., Wilson, Rachel M., Purvine, Samuel O., Nicora, Carrie D., Li, Changsheng, Frolking, Steve, Chanton, Jeffrey P., Crill, Patrick M., Saleska, Scott R., Rich, Virginia I., and Tyson, Gene W. Genome-centric view of carbon processing in thawing permafrost. United States: N. p., 2018.
Web. doi:10.1038/s41586-018-0338-1.
Woodcroft, Ben J., Singleton, Caitlin M., Boyd, Joel A., Evans, Paul N., Emerson, Joanne B., Zayed, Ahmed A. F., Hoelzle, Robert D., Lamberton, Timothy O., McCalley, Carmody K., Hodgkins, Suzanne B., Wilson, Rachel M., Purvine, Samuel O., Nicora, Carrie D., Li, Changsheng, Frolking, Steve, Chanton, Jeffrey P., Crill, Patrick M., Saleska, Scott R., Rich, Virginia I., & Tyson, Gene W. Genome-centric view of carbon processing in thawing permafrost. United States. https://doi.org/10.1038/s41586-018-0338-1
Woodcroft, Ben J., Singleton, Caitlin M., Boyd, Joel A., Evans, Paul N., Emerson, Joanne B., Zayed, Ahmed A. F., Hoelzle, Robert D., Lamberton, Timothy O., McCalley, Carmody K., Hodgkins, Suzanne B., Wilson, Rachel M., Purvine, Samuel O., Nicora, Carrie D., Li, Changsheng, Frolking, Steve, Chanton, Jeffrey P., Crill, Patrick M., Saleska, Scott R., Rich, Virginia I., and Tyson, Gene W. Mon .
"Genome-centric view of carbon processing in thawing permafrost". United States. https://doi.org/10.1038/s41586-018-0338-1. https://www.osti.gov/servlets/purl/1481643.
@article{osti_1481643,
title = {Genome-centric view of carbon processing in thawing permafrost},
author = {Woodcroft, Ben J. and Singleton, Caitlin M. and Boyd, Joel A. and Evans, Paul N. and Emerson, Joanne B. and Zayed, Ahmed A. F. and Hoelzle, Robert D. and Lamberton, Timothy O. and McCalley, Carmody K. and Hodgkins, Suzanne B. and Wilson, Rachel M. and Purvine, Samuel O. and Nicora, Carrie D. and Li, Changsheng and Frolking, Steve and Chanton, Jeffrey P. and Crill, Patrick M. and Saleska, Scott R. and Rich, Virginia I. and Tyson, Gene W.},
abstractNote = {As global temperatures rise, large amounts of carbon sequestered in permafrost are becoming available for microbial degradation. Accurate prediction of carbon gas emissions from thawing permafrost is limited by our understanding of these microbial communities. Here we use metagenomic sequencing of 214 samples from a permafrost thaw gradient to recover 1,529 metagenome-assembled genomes, including many from phyla with poor genomic representation. These genomes reflect the diversity of this complex ecosystem, with genus-level representatives for more than sixty per cent of the community. Meta-omic analysis revealed key populations involved in the degradation of organic matter, including bacteria whose genomes encode a previously undescribed fungal pathway for xylose degradation. Microbial and geochemical data highlight lineages that correlate with the production of greenhouse gases and indicate novel syntrophic relationships. Lastly, our findings link changing biogeochemistry to specific microbial lineages involved in carbon processing, and provide key information for predicting the effects of climate change on permafrost systems.},
doi = {10.1038/s41586-018-0338-1},
journal = {Nature (London)},
number = 7716,
volume = 560,
place = {United States},
year = {Mon Jul 16 00:00:00 EDT 2018},
month = {Mon Jul 16 00:00:00 EDT 2018}
}
Web of Science
Works referenced in this record:
Estimation of methanotroph abundance in a freshwater lake sediment
journal, August 2002
- Costello, Andria M.; Auman, Ann J.; Macalady, Jennifer L.
- Environmental Microbiology, Vol. 4, Issue 8
Methane release rate and methanogenic bacterial populations in lake sediments
journal, April 1996
- Lay, Jiunn-Jyi; Miyahara, Takashi; Noike, Tatsuya
- Water Research, Vol. 30, Issue 4
Metagenomics Reveals Pervasive Bacterial Populations and Reduced Community Diversity across the Alaska Tundra Ecosystem
journal, April 2016
- Johnston, Eric R.; Rodriguez-R, Luis M.; Luo, Chengwei
- Frontiers in Microbiology, Vol. 7
CopyRighter: a rapid tool for improving the accuracy of microbial community profiles through lineage-specific gene copy number correction
journal, April 2014
- Angly, Florent E.; Dennis, Paul G.; Skarshewski, Adam
- Microbiome, Vol. 2, Issue 1
The Effects of Permafrost Thaw on Soil Hydrologic, Thermal, and Carbon Dynamics in an Alaskan Peatland
journal, November 2011
- O’Donnell, Jonathan A.; Jorgenson, M. Torre; Harden, Jennifer W.
- Ecosystems, Vol. 15, Issue 2
FastTree 2 – Approximately Maximum-Likelihood Trees for Large Alignments
journal, March 2010
- Price, Morgan N.; Dehal, Paramvir S.; Arkin, Adam P.
- PLoS ONE, Vol. 5, Issue 3
Accelerated thawing of subarctic peatland permafrost over the last 50 years
journal, January 2004
- Payette, Serge
- Geophysical Research Letters, Vol. 31, Issue 18
Electron transfer in syntrophic communities of anaerobic bacteria and archaea
journal, August 2009
- Stams, Alfons J. M.; Plugge, Caroline M.
- Nature Reviews Microbiology, Vol. 7, Issue 8
MetaBAT, an efficient tool for accurately reconstructing single genomes from complex microbial communities
journal, January 2015
- Kang, Dongwan D.; Froula, Jeff; Egan, Rob
- PeerJ, Vol. 3
CheckM: assessing the quality of microbial genomes recovered from isolates, single cells, and metagenomes
journal, May 2015
- Parks, Donovan H.; Imelfort, Michael; Skennerton, Connor T.
- Genome Research, Vol. 25, Issue 7
RStudio: A Platform-Independent IDE for R and Sweave: SOFTWARE REVIEW
journal, October 2011
- Racine, Jeffrey S.
- Journal of Applied Econometrics, Vol. 27, Issue 1
Fast and sensitive protein alignment using DIAMOND
journal, November 2014
- Buchfink, Benjamin; Xie, Chao; Huson, Daniel H.
- Nature Methods, Vol. 12, Issue 1
Bacterial populations and environmental factors controlling cellulose degradation in an acidic Sphagnum peat: Cellulose degradation in acidic peat
journal, May 2011
- Pankratov, Timofey A.; Ivanova, Anastasia O.; Dedysh, Svetlana N.
- Environmental Microbiology, Vol. 13, Issue 7
The changing landscape of Canada's western boreal forest: the current dynamics of permafrost
journal, February 2000
- Vitt, Dale H.; Halsey, Linda A.; Zoltai, Stephen C.
- Canadian Journal of Forest Research, Vol. 30, Issue 2
Prokka: rapid prokaryotic genome annotation
journal, March 2014
- Seemann, T.
- Bioinformatics, Vol. 30, Issue 14
ARB: a software environment for sequence data
journal, February 2004
- Ludwig, W.
- Nucleic Acids Research, Vol. 32, Issue 4
Multi-omics of permafrost, active layer and thermokarst bog soil microbiomes
journal, March 2015
- Hultman, Jenni; Waldrop, Mark P.; Mackelprang, Rachel
- Nature, Vol. 521, Issue 7551
Biogenic methane formation in marine and freshwater environments: CO2 reduction vs. acetate fermentation—Isotope evidence
journal, May 1986
- Whiticar, M. J.; Faber, E.; Schoell, M.
- Geochimica et Cosmochimica Acta, Vol. 50, Issue 5
Identification of microbial populations driving biopolymer degradation in acidic peatlands by metatranscriptomic analysis
journal, September 2016
- Ivanova, Anastasia A.; Wegner, Carl-Eric; Kim, Yongkyu
- Molecular Ecology, Vol. 25, Issue 19
Ecological significance of compatible solute accumulation by micro-organisms: from single cells to global climate
journal, July 2000
- Welsh, David T.
- FEMS Microbiology Reviews, Vol. 24, Issue 3
The carbohydrate-active enzymes database (CAZy) in 2013
journal, November 2013
- Lombard, Vincent; Golaconda Ramulu, Hemalatha; Drula, Elodie
- Nucleic Acids Research, Vol. 42, Issue D1
Genome sequences of rare, uncultured bacteria obtained by differential coverage binning of multiple metagenomes
journal, May 2013
- Albertsen, Mads; Hugenholtz, Philip; Skarshewski, Adam
- Nature Biotechnology, Vol. 31, Issue 6
Contribution of hydrogen to methane production and control of hydrogen concentrations in methanogenic soils and sediments
journal, March 1999
- Conrad, R.
- FEMS Microbiology Ecology, Vol. 28, Issue 3
Carbon and hydrogen isotope systematics of bacterial formation and oxidation of methane
journal, September 1999
- Whiticar, Michael J.
- Chemical Geology, Vol. 161, Issue 1-3, p. 291-314
Cyclic Development of Permafrost in the Peatlands of Northwestern Alberta, Canada
journal, August 1993
- Zoltai, S. C.
- Arctic and Alpine Research, Vol. 25, Issue 3
Recovery of nearly 8,000 metagenome-assembled genomes substantially expands the tree of life
journal, September 2017
- Parks, Donovan H.; Rinke, Christian; Chuvochina, Maria
- Nature Microbiology, Vol. 2, Issue 11
Methane dynamics regulated by microbial community response to permafrost thaw
journal, October 2014
- McCalley, Carmody K.; Woodcroft, Ben J.; Hodgkins, Suzanne B.
- Nature, Vol. 514, Issue 7523
Coaggregation Facilitates Interspecies Hydrogen Transfer between Pelotomaculum thermopropionicum and Methanothermobacter thermautotrophicus
journal, December 2005
- Ishii, S.; Kosaka, T.; Hori, K.
- Applied and Environmental Microbiology, Vol. 71, Issue 12
pplacer: linear time maximum-likelihood and Bayesian phylogenetic placement of sequences onto a fixed reference tree
journal, October 2010
- Matsen, Frederick A.; Kodner, Robin B.; Armbrust, E. Virginia
- BMC Bioinformatics, Vol. 11, Issue 1
HMMER web server: interactive sequence similarity searching
journal, May 2011
- Finn, R. D.; Clements, J.; Eddy, S. R.
- Nucleic Acids Research, Vol. 39, Issue suppl
Shannon's Formula as a Measure of Specific Diversity: Its Use and Misuse
journal, September 1966
- Pielou, E. C.
- The American Naturalist, Vol. 100, Issue 914
Microbial diversity drives multifunctionality in terrestrial ecosystems
journal, January 2016
- Delgado-Baquerizo, Manuel; Maestre, Fernando T.; Reich, Peter B.
- Nature Communications, Vol. 7, Issue 1
Discovery of a novel methanogen prevalent in thawing permafrost
journal, February 2014
- Mondav, Rhiannon; Woodcroft, Ben J.; Kim, Eun-Hae
- Nature Communications, Vol. 5, Issue 1
Atmospheric trace gases support primary production in Antarctic desert surface soil
journal, December 2017
- Ji, Mukan; Greening, Chris; Vanwonterghem, Inka
- Nature, Vol. 552, Issue 7685
Metatranscriptomic Analysis of Arctic Peat Soil Microbiota
journal, July 2014
- Tveit, Alexander T.; Urich, Tim; Svenning, Mette M.
- Applied and Environmental Microbiology, Vol. 80, Issue 18
The use of underloaded C18 solid-phase extraction plates increases reproducibility of analysis of tryptic peptides from unfractionated human plasma
journal, July 2012
- Guo, Xiaofeng; Kristal, Bruce S.
- Analytical Biochemistry, Vol. 426, Issue 1
Organic carbon transformations in high-Arctic peat soils: key functions and microorganisms
journal, September 2012
- Tveit, Alexander; Schwacke, Rainer; Svenning, Mette M.
- The ISME Journal, Vol. 7, Issue 2
GraftM: a tool for scalable, phylogenetically informed classification of genes within metagenomes
journal, March 2018
- Boyd, Joel A.; Woodcroft, Ben J.; Tyson, Gene W.
- Nucleic Acids Research, Vol. 46, Issue 10
pH controls over anaerobic carbon mineralization, the efficiency of methane production, and methanogenic pathways in peatlands across an ombrotrophic–minerotrophic gradient
journal, November 2012
- Ye, Rongzhong; Jin, Qusheng; Bohannan, Brendan
- Soil Biology and Biochemistry, Vol. 54
Methane metabolism in the archaeal phylum Bathyarchaeota revealed by genome-centric metagenomics
journal, October 2015
- Evans, P. N.; Parks, D. H.; Chadwick, G. L.
- Science, Vol. 350, Issue 6259
Climate change and the permafrost carbon feedback
journal, April 2015
- Schuur, E. A. G.; McGuire, A. D.; Schädel, C.
- Nature, Vol. 520, Issue 7546
Architecture of thermal adaptation in an Exiguobacterium sibiricum strain isolated from 3 million year old permafrost: A genome and transcriptome approach
journal, January 2008
- Rodrigues, Debora F.; Ivanova, Natalia; He, Zhili
- BMC Genomics, Vol. 9, Issue 1
An improved Greengenes taxonomy with explicit ranks for ecological and evolutionary analyses of bacteria and archaea
journal, December 2011
- McDonald, Daniel; Price, Morgan N.; Goodrich, Julia
- The ISME Journal, Vol. 6, Issue 3
Cloning and sequence determination of the gene encoding sorbitol dehydrogenase from Saccharomyces cerevisiae
journal, January 1994
- Sarthy, Aparna V.; Schopp, Cynthia; Idler, Kenneth B.
- Gene, Vol. 140, Issue 1
Genetic analysis of D-xylose metabolism pathways in Gluconobacter oxydans 621H
journal, February 2013
- Zhang, Minhua; Wei, Liujing; Zhou, Yi
- Journal of Industrial Microbiology & Biotechnology, Vol. 40, Issue 3-4
Permafrost Degradation and Ecological Changes Associated with a WarmingClimate in Central Alaska
journal, March 2001
- Jorgenson, M. Torre; Racine, Charles H.; Walters, James C.
- Climatic Change, Vol. 48, Issue 4, p. 551-579
Metabolic diversity among main microorganisms inside an arsenic-rich ecosystem revealed by meta- and proteo-genomics
journal, May 2011
- Bertin, Philippe N.; Heinrich-Salmeron, Audrey; Pelletier, Eric
- The ISME Journal, Vol. 5, Issue 11
Changes in peat chemistry associated with permafrost thaw increase greenhouse gas production
journal, April 2014
- Hodgkins, S. B.; Tfaily, M. M.; McCalley, C. K.
- Proceedings of the National Academy of Sciences, Vol. 111, Issue 16
NCBI reference sequences (RefSeq): a curated non-redundant sequence database of genomes, transcripts and proteins
journal, January 2007
- Pruitt, K. D.; Tatusova, T.; Maglott, D. R.
- Nucleic Acids Research, Vol. 35, Issue Database
Reduction of iron (III) and humic substances plays a major role in anaerobic respiration in an Arctic peat soil
journal, January 2010
- Lipson, David A.; Jha, Mony; Raab, Theodore K.
- Journal of Geophysical Research, Vol. 115
Glycerol fermentation to hydrogen by Thermotoga maritima: Proposed pathway and bioenergetic considerations
journal, May 2013
- Maru, B. T.; Bielen, A. A. M.; Constantí, M.
- International Journal of Hydrogen Energy, Vol. 38, Issue 14
Pyrosequencing enumerates and contrasts soil microbial diversity
journal, July 2007
- Roesch, Luiz F. W.; Fulthorpe, Roberta R.; Riva, Alberto
- The ISME Journal, Vol. 1, Issue 4
dbCAN: a web resource for automated carbohydrate-active enzyme annotation
journal, May 2012
- Yin, Yanbin; Mao, Xizeng; Yang, Jincai
- Nucleic Acids Research, Vol. 40, Issue W1
A cross-platform toolkit for mass spectrometry and proteomics
journal, October 2012
- Chambers, Matthew C.; Maclean, Brendan; Burke, Robert
- Nature Biotechnology, Vol. 30, Issue 10
Search and clustering orders of magnitude faster than BLAST
journal, August 2010
- Edgar, Robert C.
- Bioinformatics, Vol. 26, Issue 19, p. 2460-2461
Hydrogenotrophic Methanogenesis by Moderately Acid-Tolerant Methanogens of a Methane-Emitting Acidic Peat
journal, January 2003
- Horn, M. A.; Matthies, C.; Kusel, K.
- Applied and Environmental Microbiology, Vol. 69, Issue 1
Distribution of cell wall components in Sphagnum hyaline cells and in liverwort and hornwort elaters
journal, July 2004
- Kremer, Celeste; Pettolino, Filomena; Bacic, Antony
- Planta, Vol. 219, Issue 6
Interactive tree of life (iTOL) v3: an online tool for the display and annotation of phylogenetic and other trees
journal, April 2016
- Letunic, Ivica; Bork, Peer
- Nucleic Acids Research, Vol. 44, Issue W1
Tackling soil diversity with the assembly of large, complex metagenomes
journal, March 2014
- Howe, Adina Chuang; Jansson, Janet K.; Malfatti, Stephanie A.
- Proceedings of the National Academy of Sciences, Vol. 111, Issue 13
Humic substances as fully regenerable electron acceptors in recurrently anoxic environments
journal, February 2014
- Klüpfel, Laura; Piepenbrock, Annette; Kappler, Andreas
- Nature Geoscience, Vol. 7, Issue 3
The ENZYME database in 2000
journal, January 2000
- Bairoch, A.
- Nucleic Acids Research, Vol. 28, Issue 1
SortMeRNA: fast and accurate filtering of ribosomal RNAs in metatranscriptomic data
journal, October 2012
- Kopylova, Evguenia; Noé, Laurent; Touzet, Hélène
- Bioinformatics, Vol. 28, Issue 24
Thawing sub-arctic permafrost: Effects on vegetation and methane emissions
journal, January 2004
- Christensen, Torben R.
- Geophysical Research Letters, Vol. 31, Issue 4
Landscape topography structures the soil microbiome in arctic polygonal tundra
journal, February 2018
- Taş, Neslihan; Prestat, Emmanuel; Wang, Shi
- Nature Communications, Vol. 9, Issue 1
The microbial ecology of permafrost
journal, May 2014
- Jansson, Janet K.; Taş, Neslihan
- Nature Reviews Microbiology, Vol. 12, Issue 6
Stress response of methanogenic archaea from Siberian permafrost compared with methanogens from nonpermafrost habitats: Stress response of methanogenic archaea from permafrost
journal, July 2007
- Morozova, Daria; Wagner, Dirk
- FEMS Microbiology Ecology, Vol. 61, Issue 1
Metabolic engineering of yeasts by heterologous enzyme production for degradation of cellulose and hemicellulose from biomass: a perspective
journal, April 2014
- Kricka, William; Fitzpatrick, James; Bond, Ursula
- Frontiers in Microbiology, Vol. 5
Decadal vegetation changes in a northern peatland, greenhouse gas fluxes and net radiative forcing
journal, December 2006
- Johansson, TorbjÖRn; Malmer, Nils; Crill, Patrick M.
- Global Change Biology, Vol. 12, Issue 12
2016 update of the PRIDE database and its related tools
journal, November 2015
- Vizcaíno, Juan Antonio; Csordas, Attila; del-Toro, Noemi
- Nucleic Acids Research, Vol. 44, Issue D1
Solid-phase organic matter reduction regulates anaerobic decomposition in bog soil
journal, May 2013
- Keller, Jason K.; Takagi, Kimberly K.
- Ecosphere, Vol. 4, Issue 5
BEDTools: a flexible suite of utilities for comparing genomic features
journal, January 2010
- Quinlan, Aaron R.; Hall, Ira M.
- Bioinformatics, Vol. 26, Issue 6
Permafrost carbon-climate feedbacks accelerate global warming
journal, August 2011
- Koven, C. D.; Ringeval, B.; Friedlingstein, P.
- Proceedings of the National Academy of Sciences, Vol. 108, Issue 36
Present state of global wetland extent and wetland methane modelling: conclusions from a model inter-comparison project (WETCHIMP)
journal, January 2013
- Melton, J. R.; Wania, R.; Hodson, E. L.
- Biogeosciences, Vol. 10, Issue 2
Thousands of microbial genomes shed light on interconnected biogeochemical processes in an aquifer system
journal, October 2016
- Anantharaman, Karthik; Brown, Christopher T.; Hug, Laura A.
- Nature Communications, Vol. 7, Issue 1
Two isozymes of particulate methane monooxygenase with different methane oxidation kinetics are found in Methylocystis sp. strain SC2
journal, July 2008
- Baani, M.; Liesack, W.
- Proceedings of the National Academy of Sciences, Vol. 105, Issue 29
Biogeochemistry of Methane Exchange between Natural Wetlands and the Atmosphere
journal, January 2005
- Whalen, S. C.
- Environmental Engineering Science, Vol. 22, Issue 1
Present state of global wetland extent and wetland methane modelling: methodology of a model inter-comparison project (WETCHIMP)
journal, January 2013
- Wania, R.; Melton, J. R.; Hodson, E. L.
- Geoscientific Model Development, Vol. 6, Issue 3
The Sequence Alignment/Map format and SAMtools
journal, June 2009
- Li, H.; Handsaker, B.; Wysoker, A.
- Bioinformatics, Vol. 25, Issue 16
Upgrading of Anaerobic Digestion of Waste Activated Sludge by Thermal Pretreatment
journal, August 1992
- Li, Y-. Y.; Noike, T.
- Water Science and Technology, Vol. 26, Issue 3-4
Measurement of mRNA abundance using RNA-seq data: RPKM measure is inconsistent among samples
journal, August 2012
- Wagner, Günter P.; Kin, Koryu; Lynch, Vincent J.
- Theory in Biosciences, Vol. 131, Issue 4
MS-GF+ makes progress towards a universal database search tool for proteomics
journal, October 2014
- Kim, Sangtae; Pevzner, Pavel A.
- Nature Communications, Vol. 5, Issue 1
Permafrost-thaw-induced land-cover change in the Canadian subarctic: implications for water resources
journal, November 2010
- Quinton, W. L.; Hayashi, M.; Chasmer, L. E.
- Hydrological Processes, Vol. 25, Issue 1
Purification and partial characterization of an aldo-keto reductase from Saccharomyces cerevisiae.
journal, January 1995
- Kuhn, A.; van Zyl, C.; van Tonder, A.
- Applied and environmental microbiology, Vol. 61, Issue 4
Methanotrophic bacteria.
journal, January 1996
- Hanson, R. S.; Hanson, T. E.
- Microbiological reviews, Vol. 60, Issue 2
2016 update of the PRIDE database and its related tools
journal, September 2016
- Vizcaíno, Juan Antonio; Csordas, Attila; del-Toro, Noemi
- Nucleic Acids Research, Vol. 44, Issue 22
Molecular profiling of microbial community structure and their CAZymes via metagenomics, from Tsomgo lake in the Eastern Himalayas
journal, April 2021
- Rai, Aditi; Bhattacharjee, Arindam
- Archives of Microbiology, Vol. 203, Issue 6
Polinton-like viruses are abundant in aquatic ecosystems
journal, January 2021
- Bellas, Christopher M.; Sommaruga, Ruben
- Microbiome, Vol. 9, Issue 1
Species Diversity in Space and Time.
journal, February 1996
- Magurran, A. E.; Rosenzweig, M.
- The Journal of Applied Ecology, Vol. 33, Issue 1
Present state of global wetland extent and wetland methane modelling: conclusions from a model intercomparison project (WETCHIMP)
journal, January 2012
- Melton, J. R.; Wania, R.; Hodson, E. L.
- Biogeosciences Discussions, Vol. 9, Issue 8
Species Diversity in Space and Time
journal, June 1996
- Maurer, Brian A.; Rosenzweig, Michael L.
- Ecology, Vol. 77, Issue 4
Present state of global wetland extent and wetland methane modelling: methodology of a model inter-comparison project (WETCHIMP)
text, January 2013
- Wania, R.; Melton, J. R.; Hodson, Elke L.
- ETH Zurich
Species diversity in space and time
journal, December 1995
- Paine, Robert T.
- Trends in Ecology & Evolution, Vol. 10, Issue 12
NCBI Reference Sequence (RefSeq): a curated non-redundant sequence database of genomes, transcripts and proteins
journal, December 2004
- Pruitt, K. D.
- Nucleic Acids Research, Vol. 33, Issue Database issue
pplacer: linear time maximum-likelihood and Bayesian phylogenetic placement of sequences onto a fixed reference tree
preprint, January 2010
- Matsen, Frederick A.; Kodner, Robin B.; Armbrust, E. Virginia
- arXiv
Works referencing / citing this record:
Non‐cyanobacterial diazotrophs dominate nitrogen‐fixing communities in permafrost thaw ponds
journal, January 2020
- Fernandez, Leyden; Bertilsson, Stefan; Peura, Sari
- Limnology and Oceanography, Vol. 65, Issue S1
Think global, act local: The small‐scale environment mainly influences microbial community development and function in lake sediment
journal, January 2020
- Orland, Chloé; Yakimovich, Kurt M.; Mykytczuk, Nadia C. S.
- Limnology and Oceanography, Vol. 65, Issue S1
Linking metagenomics to aquatic microbial ecology and biogeochemical cycles
journal, January 2020
- Grossart, Hans‐Peter; Massana, Ramon; McMahon, Katherine D.
- Limnology and Oceanography, Vol. 65, Issue S1
Methanotrophy across a natural permafrost thaw environment
journal, June 2018
- Singleton, Caitlin M.; McCalley, Carmody K.; Woodcroft, Ben J.
- The ISME Journal, Vol. 12, Issue 10
Mediterranean grassland soil C–N compound turnover is dependent on rainfall and depth, and is mediated by genomically divergent microorganisms
journal, May 2019
- Diamond, Spencer; Andeer, Peter F.; Li, Zhou
- Nature Microbiology, Vol. 4, Issue 8
Climate change microbiology — problems and perspectives
journal, May 2019
- Hutchins, David A.; Jansson, Janet K.; Remais, Justin V.
- Nature Reviews Microbiology, Vol. 17, Issue 6
Scientists’ warning to humanity: microorganisms and climate change
journal, June 2019
- Cavicchioli, Ricardo; Ripple, William J.; Timmis, Kenneth N.
- Nature Reviews Microbiology, Vol. 17, Issue 9
Soil microbiomes and climate change
journal, October 2019
- Jansson, Janet K.; Hofmockel, Kirsten S.
- Nature Reviews Microbiology, Vol. 18, Issue 1
Responses of tundra soil microbial communities to half a decade of experimental warming at two critical depths
journal, July 2019
- Johnston, Eric R.; Hatt, Janet K.; He, Zhili
- Proceedings of the National Academy of Sciences, Vol. 116, Issue 30
Untapped viral diversity in global soil metagenomes
posted_content, January 2019
- Graham, Emily B.; Paez-Espino, David; Brislawn, Colin
- BioRxiv
Soil carbon loss with warming: New evidence from carbon‐degrading enzymes
journal, April 2020
- Chen, Ji; Elsgaard, Lars; Groenigen, Kees Jan
- Global Change Biology, Vol. 26, Issue 4
Contrasting Pathways for Anaerobic Methane Oxidation in Gulf of Mexico Cold Seep Sediments
journal, February 2019
- Vigneron, Adrien; Alsop, Eric B.; Cruaud, Perrine
- mSystems, Vol. 4, Issue 1
Distinct Drivers of Core and Accessory Components of Soil Microbial Community Functional Diversity under Environmental Changes
journal, October 2019
- Zhang, Ximei; Johnston, Eric R.; Wang, Yaosheng
- mSystems, Vol. 4, Issue 5
Consistent Metagenome-Derived Metrics Verify and Delineate Bacterial Species Boundaries
journal, January 2020
- Olm, Matthew R.; Crits-Christoph, Alexander; Diamond, Spencer
- mSystems, Vol. 5, Issue 1
Microbiome of vineyard soils is shaped by geography and management
journal, November 2019
- Coller, Emanuela; Cestaro, Alessandro; Zanzotti, Roberto
- Microbiome, Vol. 7, Issue 1
Distinct Taxonomic and Functional Profiles of the Microbiome Associated With Different Soil Horizons of a Moist Tussock Tundra in Alaska
journal, June 2019
- Tripathi, Binu M.; Kim1, Hye Min; Jung, Ji Young
- Frontiers in Microbiology, Vol. 10
Evolutionary Implications of Anoxygenic Phototrophy in the Bacterial Phylum Candidatus Eremiobacterota (WPS-2)
journal, July 2019
- Ward, Lewis M.; Cardona, Tanai; Holland-Moritz, Hannah
- Frontiers in Microbiology, Vol. 10
Microbial Community Structure and Methane Cycling Potential along a Thermokarst Pond-Peatland Continuum
journal, October 2019
- Vigneron, Adrien; Cruaud, Perrine; Bhiry, Najat
- Microorganisms, Vol. 7, Issue 11
Large carbon cycle sensitivities to climate across a permafrost thaw gradient in subarctic Sweden
journal, January 2019
- Chang, Kuang-Yu; Riley, William J.; Crill, Patrick M.
- The Cryosphere, Vol. 13, Issue 2
Towards optimized viral metagenomes for double-stranded and single-stranded DNA viruses from challenging soils
journal, January 2019
- Trubl, Gareth; Roux, Simon; Solonenko, Natalie
- PeerJ, Vol. 7
Ontogenic succession of thermokarst thaw ponds is linked to dissolved organic matter quality and microbial degradation potential
journal, January 2020
- Peura, Sari; Wauthy, Maxime; Simone, Domenico
- Limnology and Oceanography, Vol. 65, Issue S1
Host-linked soil viral ecology along a permafrost thaw gradient
journal, July 2018
- Emerson, Joanne B.; Roux, Simon; Brum, Jennifer R.
- Nature Microbiology, Vol. 3, Issue 8
The known and the unknown in soil microbial ecology
journal, January 2019
- Baldrian, Petr
- FEMS Microbiology Ecology, Vol. 95, Issue 2
Long-read based de novo assembly of low-complexity metagenome samples results in finished genomes and reveals insights into strain diversity and an active phage system
journal, June 2019
- Somerville, Vincent; Lutz, Stefanie; Schmid, Michael
- BMC Microbiology, Vol. 19, Issue 1
Scientists’ warning to humanity: microorganisms and climate change
text, January 2019
- Cavicchioli, Ricardo; Ripple, William J.; Timmis, Kenneth N.
- ETH Zurich
Niche differentiation is spatially and temporally regulated in the rhizosphere
journal, January 2020
- Nuccio, Erin E.; Starr, Evan; Karaoz, Ulas
- The ISME Journal, Vol. 14, Issue 4
Think global, act local: The small-scale environment mainly influences microbial community development and function in lake sediment
text, January 2020
- Orland, C.; Yakimovich, Km; Mykytczuk, Ncs
- Apollo - University of Cambridge Repository
Contrasting Pathways for Anaerobic Methane Oxidation in Gulf of Mexico Cold Seep Sediments
journal, February 2019
- Vigneron, Adrien; Alsop, Eric B.; Cruaud, Perrine
- mSystems, Vol. 4, Issue 1
Distinct Drivers of Core and Accessory Components of Soil Microbial Community Functional Diversity under Environmental Changes
journal, October 2019
- Zhang, Ximei; Johnston, Eric R.; Wang, Yaosheng
- mSystems, Vol. 4, Issue 5
The Signal and the Noise: Characteristics of Antisense RNA in Complex Microbial Communities
journal, February 2020
- Michaelsen, Thomas Yssing; Brandt, Jakob; Singleton, Caitlin Margaret
- mSystems, Vol. 5, Issue 1
Consistent Metagenome-Derived Metrics Verify and Delineate Bacterial Species Boundaries
journal, January 2020
- Olm, Matthew R.; Crits-Christoph, Alexander; Diamond, Spencer
- mSystems, Vol. 5, Issue 1
Long-read based de novo assembly of low-complexity metagenome samples results in finished genomes and reveals insights into strain diversity and an active phage system
journal, June 2019
- Somerville, Vincent; Lutz, Stefanie; Schmid, Michael
- BMC Microbiology, Vol. 19, Issue 1
Genomic and in-situ Transcriptomic Characterization of the Candidate Phylum NPL-UPL2 From Highly Alkaline Highly Reducing Serpentinized Groundwater
journal, December 2018
- Suzuki, Shino; Nealson, Kenneth H.; Ishii, Shun’ichi
- Frontiers in Microbiology, Vol. 9
Identification of Molecular Markers That Are Specific to the Class Thermoleophilia
journal, May 2019
- Hu, Danyu; Zang, Yang; Mao, Yingjin
- Frontiers in Microbiology, Vol. 10
Distinct Taxonomic and Functional Profiles of the Microbiome Associated With Different Soil Horizons of a Moist Tussock Tundra in Alaska
journal, June 2019
- Tripathi, Binu M.; Kim1, Hye Min; Jung, Ji Young
- Frontiers in Microbiology, Vol. 10
Contrasting Winter Versus Summer Microbial Communities and Metabolic Functions in a Permafrost Thaw Lake
journal, July 2019
- Vigneron, Adrien; Lovejoy, Connie; Cruaud, Perrine
- Frontiers in Microbiology, Vol. 10
Evolutionary Implications of Anoxygenic Phototrophy in the Bacterial Phylum Candidatus Eremiobacterota (WPS-2)
journal, July 2019
- Ward, Lewis M.; Cardona, Tanai; Holland-Moritz, Hannah
- Frontiers in Microbiology, Vol. 10
Implication of Viral Infections for Greenhouse Gas Dynamics in Freshwater Wetlands: Challenges and Perspectives
journal, August 2019
- Bonetti, Giuditta; Trevathan-Tackett, Stacey M.; Carnell, Paul E.
- Frontiers in Microbiology, Vol. 10
Microbial Community Structure and Methane Cycling Potential along a Thermokarst Pond-Peatland Continuum
journal, October 2019
- Vigneron, Adrien; Cruaud, Perrine; Bhiry, Najat
- Microorganisms, Vol. 7, Issue 11