Catabolism and interactions of uncultured organisms shaped by eco-thermodynamics in methanogenic bioprocesses
Abstract
We currently understand the carbon cycle in methanogenic environments as trophic interactions revolving around interspecies H2 transfer between organotrophs and methanogens. However, many H2-generating processes are thermodynamically sensitive to H2 accumulation and can be inhibited by high H2 concentrations produced by other metabolisms. To uncover how anaerobes combat this H2 conflict in situ, we employ metagenomics and metatranscriptomics to revisit a model ecosystem that has inspired many foundational discoveries in anaerobic ecology – methanogenic bioreactors. Through analysis of 15 anaerobic digesters, we recover 1343 high-quality metagenome-assembled genomes (MAGs) and corresponding gene expression profiles for diverse uncultured lineages spanning 66 phyla and reconstruct their individual metabolic capacities. We discover that diverse uncultured organotrophic populations can drive H2-sensitive degradation through (i) metabolic coupling with concurrent H2-tolerant catabolism, (ii) unprecedented shifts from H2 generation to CO2-reducing formate transfer and cytochrome/pili-mediated direct interspecies electron transfer for avoiding thermodynamic conflict, and (iii) integration of low-concentration O2 as an ancillary thermodynamics-enhancing electron sink. Archaeal populations in situ support the above processes through novel metabolisms distinct from conventional methanogenesis – high-affinity H2 oxidation driven by methyl-reducing methanogenesis and concomitant uptake of formate, electrons, and acetate from HS metabolism by Methanothrix. In total, synthesis of omics analyses andmore »
- Authors:
-
- Univ. of Illinois at Urbana-Champaign, IL (United States); National Institute of Advanced Industrial Science and Technology, Tsukuba (Japan)
- Univ. of Illinois at Urbana-Champaign, IL (United States)
- National Institute of Advanced Industrial Science and Technology, Tsukuba (Japan)
- City University of Hong Kong, Kowloon (Hong Kong)
- Imperial College, London (United Kingdom)
- Univ. of Oklahoma, Norman, OK (United States)
- Publication Date:
- Research Org.:
- Univ. of Oklahoma, Norman, OK (United States)
- Sponsoring Org.:
- USDOE Office of Science (SC), Basic Energy Sciences (BES). Chemical Sciences, Geosciences & Biosciences Division
- OSTI Identifier:
- 1644640
- Grant/Contract Number:
- FG02-96ER20214; AC02-05CH1123
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Microbiome
- Additional Journal Information:
- Journal Volume: 8; Journal Issue: 1; Journal ID: ISSN 2049-2618
- Publisher:
- BioMed Central
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 59 BASIC BIOLOGICAL SCIENCES; Catabolism; Interactions; Uncultured organisms; Eco-thermodynamics; Methanogenic bioprocesses
Citation Formats
Nobu, Masaru K., Narihiro, Takashi, Mei, Ran, Kamagata, Yoichi, Lee, Patrick K. H., Lee, Po-Heng, McInerney, Michael J., and Liu, Wen-Tso. Catabolism and interactions of uncultured organisms shaped by eco-thermodynamics in methanogenic bioprocesses. United States: N. p., 2020.
Web. doi:10.1186/s40168-020-00885-y.
Nobu, Masaru K., Narihiro, Takashi, Mei, Ran, Kamagata, Yoichi, Lee, Patrick K. H., Lee, Po-Heng, McInerney, Michael J., & Liu, Wen-Tso. Catabolism and interactions of uncultured organisms shaped by eco-thermodynamics in methanogenic bioprocesses. United States. https://doi.org/10.1186/s40168-020-00885-y
Nobu, Masaru K., Narihiro, Takashi, Mei, Ran, Kamagata, Yoichi, Lee, Patrick K. H., Lee, Po-Heng, McInerney, Michael J., and Liu, Wen-Tso. Fri .
"Catabolism and interactions of uncultured organisms shaped by eco-thermodynamics in methanogenic bioprocesses". United States. https://doi.org/10.1186/s40168-020-00885-y. https://www.osti.gov/servlets/purl/1644640.
@article{osti_1644640,
title = {Catabolism and interactions of uncultured organisms shaped by eco-thermodynamics in methanogenic bioprocesses},
author = {Nobu, Masaru K. and Narihiro, Takashi and Mei, Ran and Kamagata, Yoichi and Lee, Patrick K. H. and Lee, Po-Heng and McInerney, Michael J. and Liu, Wen-Tso},
abstractNote = {We currently understand the carbon cycle in methanogenic environments as trophic interactions revolving around interspecies H2 transfer between organotrophs and methanogens. However, many H2-generating processes are thermodynamically sensitive to H2 accumulation and can be inhibited by high H2 concentrations produced by other metabolisms. To uncover how anaerobes combat this H2 conflict in situ, we employ metagenomics and metatranscriptomics to revisit a model ecosystem that has inspired many foundational discoveries in anaerobic ecology – methanogenic bioreactors. Through analysis of 15 anaerobic digesters, we recover 1343 high-quality metagenome-assembled genomes (MAGs) and corresponding gene expression profiles for diverse uncultured lineages spanning 66 phyla and reconstruct their individual metabolic capacities. We discover that diverse uncultured organotrophic populations can drive H2-sensitive degradation through (i) metabolic coupling with concurrent H2-tolerant catabolism, (ii) unprecedented shifts from H2 generation to CO2-reducing formate transfer and cytochrome/pili-mediated direct interspecies electron transfer for avoiding thermodynamic conflict, and (iii) integration of low-concentration O2 as an ancillary thermodynamics-enhancing electron sink. Archaeal populations in situ support the above processes through novel metabolisms distinct from conventional methanogenesis – high-affinity H2 oxidation driven by methyl-reducing methanogenesis and concomitant uptake of formate, electrons, and acetate from HS metabolism by Methanothrix. In total, synthesis of omics analyses and eco-thermodynamics reveals overlooked metabolic behavior and interactions of uncultured organisms that address a central issue in methanogenic carbon cycling, thermodynamic conflict among diverse concurrent metabolic processes.},
doi = {10.1186/s40168-020-00885-y},
journal = {Microbiome},
number = 1,
volume = 8,
place = {United States},
year = {Fri Jul 24 00:00:00 EDT 2020},
month = {Fri Jul 24 00:00:00 EDT 2020}
}
Web of Science
Works referenced in this record:
Description of a New Strain of Methanothrix soehngenii and Rejection of Methanothrix concilii as a Synonym of Methanothrix soehngenii
journal, January 1988
- Touzel, J. P.; Prensier, G.; Roustan, J. L.
- International Journal of Systematic Bacteriology, Vol. 38, Issue 1
Experiments on the Methane Bacteria in Sludge
journal, August 1954
- Mylroie, R. L.; Hungate, R. E.
- Canadian Journal of Microbiology, Vol. 1, Issue 1
Characterization and nutritional properties of Methanothrix concilii sp. nov., a mesophilic, aceticlastic methanogen
journal, November 1984
- Patel, G. B.
- Canadian Journal of Microbiology, Vol. 30, Issue 11
Methanobacillus omelianskii, a symbiotic association of two species of bacteria
journal, January 1967
- Bryant, M. P.; Wolin, E. A.; Wolin, M. J.
- Archiv f�r Mikrobiologie, Vol. 59, Issue 1-3
Operation-driven heterogeneity and overlooked feed-associated populations in global anaerobic digester microbiome
journal, November 2017
- Mei, Ran; Nobu, Masaru K.; Narihiro, Takashi
- Water Research, Vol. 124
Fermentation of isoleucine and arginine by pure and syntrophic cultures of Clostridium sporogenes
journal, December 1986
- Wildenauer, F. X.; Winter, J.
- FEMS Microbiology Letters, Vol. 38, Issue 6
Investigation into the effect of high concentrations of volatile fatty acids in anaerobic digestion on methanogenic communities
journal, November 2014
- Franke-Whittle, Ingrid H.; Walter, Andreas; Ebner, Christian
- Waste Management, Vol. 34, Issue 11
Flagellum Mediates Symbiosis
journal, March 2009
- Shimoyama, T.; Kato, S.; Ishii, S.
- Science, Vol. 323, Issue 5921
Genomic Insights into Syntrophy: The Paradigm for Anaerobic Metabolic Cooperation
journal, October 2012
- Sieber, Jessica R.; McInerney, Michael J.; Gunsalus, Robert P.
- Annual Review of Microbiology, Vol. 66, Issue 1
Diving into the redox properties of Geobacter sulfurreducens cytochromes: a model for extracellular electron transfer
journal, January 2015
- Santos, Telma C.; Silva, Marta A.; Morgado, Leonor
- Dalton Transactions, Vol. 44, Issue 20
Thermodynamically diverse syntrophic aromatic compound catabolism: Thermodynamically diverse syntrophic catabolism
journal, October 2017
- Nobu, Masaru Konishi; Narihiro, Takashi; Liu, Miaomiao
- Environmental Microbiology, Vol. 19, Issue 11
The strict anaerobe Bacteroides fragilis grows in and benefits from nanomolar concentrations of oxygen
journal, January 2004
- Baughn, Anthony D.; Malamy, Michael H.
- Nature, Vol. 427, Issue 6973
Binning_refiner: improving genome bins through the combination of different binning programs
journal, February 2017
- Song, Wei-Zhi; Thomas, Torsten
- Bioinformatics, Vol. 33, Issue 12
SignalP 4.0: discriminating signal peptides from transmembrane regions
journal, September 2011
- Petersen, Thomas Nordahl; Brunak, Søren; von Heijne, Gunnar
- Nature Methods, Vol. 8, Issue 10
Metagenomics: Application of Genomics to Uncultured Microorganisms
journal, December 2004
- Handelsman, J.
- Microbiology and Molecular Biology Reviews, Vol. 68, Issue 4
Syntrophism Among Prokaryotes
book, January 2013
- Schink, Bernhard; Stams, Alfons J. M.
- The Prokaryotes
Thermodynamics of hydrogen metabolism in methanogenic cocultures degrading ethanol or lactate
journal, October 1988
- Seitz, H. -J.; Schink, B.; Conrad, R.
- FEMS Microbiology Letters, Vol. 55, Issue 2
Electrically conductive pili from pilin genes of phylogenetically diverse microorganisms
journal, September 2017
- Walker, David JF; Adhikari, Ramesh Y.; Holmes, Dawn E.
- The ISME Journal, Vol. 12, Issue 1
FactoMineR : An R Package for Multivariate Analysis
journal, January 2008
- Lê, Sébastien; Josse, Julie; Husson, François
- Journal of Statistical Software, Vol. 25, Issue 1
Oxygen Effects in Anaerobic Digestion
journal, January 2009
- Botheju, Deshai; Lie, Bernt; Bakke, Rune
- Modeling, Identification and Control: A Norwegian Research Bulletin, Vol. 30, Issue 4
metaSPAdes: a new versatile metagenomic assembler
journal, March 2017
- Nurk, Sergey; Meleshko, Dmitry; Korobeynikov, Anton
- Genome Research, Vol. 27, Issue 5
CD-HIT: accelerated for clustering the next-generation sequencing data
journal, October 2012
- Fu, Limin; Niu, Beifang; Zhu, Zhengwei
- Bioinformatics, Vol. 28, Issue 23
Hydrogenases and formate dehydrogenases of Syntrophobacter fumaroxidans
journal, December 2002
- de Bok, F. A. M.; Roze, E. H. A.; Stams, A. J. M.
- Antonie van Leeuwenhoek, Vol. 81, Issue 1, p. 283-291
Oxygen Effects in Anaerobic Digestion – A Review
journal, April 2011
- Botheju, Deshai
- The Open Waste Management Journal, Vol. 4, Issue 1
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
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
Twenty years of the MEROPS database of proteolytic enzymes, their substrates and inhibitors
journal, November 2015
- Rawlings, Neil D.; Barrett, Alan J.; Finn, Robert
- Nucleic Acids Research, Vol. 44, Issue D1
MaxBin 2.0: an automated binning algorithm to recover genomes from multiple metagenomic datasets
journal, October 2015
- Wu, Yu-Wei; Simmons, Blake A.; Singer, Steven W.
- Bioinformatics, Vol. 32, Issue 4
A standardized bacterial taxonomy based on genome phylogeny substantially revises the tree of life
journal, August 2018
- Parks, Donovan H.; Chuvochina, Maria; Waite, David W.
- Nature Biotechnology, Vol. 36, Issue 10
A Proteomic View at the Biochemistry of Syntrophic Butyrate Oxidation in Syntrophomonas wolfei
journal, February 2013
- Schmidt, Alexander; Müller, Nicolai; Schink, Bernhard
- PLoS ONE, Vol. 8, Issue 2
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
Physiology, Ecology, Phylogeny, and Genomics of Microorganisms Capable of Syntrophic Metabolism
journal, March 2008
- McInerney, Michael J.; Struchtemeyer, Christopher G.; Sieber, Jessica
- Annals of the New York Academy of Sciences, Vol. 1125, Issue 1
Dissolved hydrogen concentration as an on-line control parameter for the automated operation and optimization of anaerobic digesters
journal, December 1997
- Cord-Ruwisch, Ralf; Mercz, Tom I.; Hoh, Choon-Yee
- Biotechnology and Bioengineering, Vol. 56, Issue 6
Syntrophy in anaerobic global carbon cycles
journal, December 2009
- McInerney, Michael J.; Sieber, Jessica R.; Gunsalus, Robert P.
- Current Opinion in Biotechnology, Vol. 20, Issue 6
Characterization of Three Thermophilic Strains of Methanothrix ("Methanosaeta") thermophila sp. nov. and Rejection of Methanothrix ("Methanosaeta") thermoacetophila
journal, July 1992
- Kamagata, Y.; Kawasaki, H.; Oyaizu, H.
- International Journal of Systematic Bacteriology, Vol. 42, Issue 3
The genome of S yntrophorhabdus aromaticivorans strain UI provides new insights for syntrophic aromatic compound metabolism and electron flow
journal, March 2014
- Nobu, Masaru K.; Narihiro, Takashi; Hideyuki, Tamaki
- Environmental Microbiology, Vol. 17, Issue 12
Novel energy conservation strategies and behaviour of Pelotomaculum schinkii driving syntrophic propionate catabolism
journal, October 2018
- Hidalgo‐Ahumada, Catalina A. P.; Nobu, Masaru K.; Narihiro, Takashi
- Environmental Microbiology, Vol. 20, Issue 12
Mash: fast genome and metagenome distance estimation using MinHash
journal, June 2016
- Ondov, Brian D.; Treangen, Todd J.; Melsted, Páll
- Genome Biology, Vol. 17, Issue 1
The FlxABCD-HdrABC proteins correspond to a novel NADH dehydrogenase/heterodisulfide reductase widespread in anaerobic bacteria and involved in ethanol metabolism in D esulfovibrio vulgaris Hildenborough : Role of FlxABCD-HdrABC in
journal, January 2015
- Ramos, Ana Raquel; Grein, Fabian; Oliveira, Gonçalo P.
- Environmental Microbiology, Vol. 17, Issue 7
Intermittent micro-aeration: New strategy to control volatile fatty acid accumulation in high organic loading anaerobic digestion
journal, December 2019
- Nguyen, Duc; Wu, Zhuoying; Shrestha, Shilva
- Water Research, Vol. 166
Chasing the elusive Euryarchaeota class WSA2: genomes reveal a uniquely fastidious methyl-reducing methanogen
journal, March 2016
- Nobu, Masaru Konishi; Narihiro, Takashi; Kuroda, Kyohei
- The ISME Journal, Vol. 10, Issue 10
The nexus of syntrophy-associated microbiota in anaerobic digestion revealed by long-term enrichment and community survey: Microbial community of syntrophic enrichment cultures
journal, October 2014
- Narihiro, Takashi; Nobu, Masaru K.; Kim, Na-Kyung
- Environmental Microbiology, Vol. 17, Issue 5
CDD: NCBI's conserved domain database
journal, November 2014
- Marchler-Bauer, Aron; Derbyshire, Myra K.; Gonzales, Noreen R.
- Nucleic Acids Research, Vol. 43, Issue D1
Evaluating digestion efficiency in full-scale anaerobic digesters by identifying active microbial populations through the lens of microbial activity
journal, September 2016
- Mei, Ran; Narihiro, Takashi; Nobu, Masaru K.
- Scientific Reports, Vol. 6, Issue 1
Syntrophorhabdus aromaticivorans gen. nov., sp. nov., the First Cultured Anaerobe Capable of Degrading Phenol to Acetate in Obligate Syntrophic Associations with a Hydrogenotrophic Methanogen
journal, February 2008
- Qiu, Y. -L.; Hanada, S.; Ohashi, A.
- Applied and Environmental Microbiology, Vol. 74, Issue 7
Volatile fatty acids as indicators of process imbalance in anaerobic digestors
journal, July 1995
- Ahring, B. K.; Sandberg, M.; Angelidaki, I.
- Applied Microbiology and Biotechnology, Vol. 43, Issue 3
Prokka: rapid prokaryotic genome annotation
journal, March 2014
- Seemann, T.
- Bioinformatics, Vol. 30, Issue 14
CD-Search: protein domain annotations on the fly
journal, July 2004
- Marchler-Bauer, A.; Bryant, S. H.
- Nucleic Acids Research, Vol. 32, Issue Web Server
R: A Language for Data Analysis and Graphics
journal, September 1996
- Ihaka, Ross; Gentleman, Robert
- Journal of Computational and Graphical Statistics, Vol. 5, Issue 3
Competition for Hydrogen within a Chlorinated Solvent Dehalogenating Anaerobic Mixed Culture
journal, November 1998
- Yang, Yanru; McCarty, Perry L.
- Environmental Science & Technology, Vol. 32, Issue 22
A new model for electron flow during anaerobic digestion: direct interspecies electron transfer to Methanosaeta for the reduction of carbon dioxide to methane
journal, January 2014
- Rotaru, Amelia-Elena; Shrestha, Pravin Malla; Liu, Fanghua
- Energy Environ. Sci., Vol. 7, Issue 1
Interspecies electron transfer in methanogenic propionate degrading consortia
journal, March 2004
- de Bok, F. A. M.; Plugge, C. M.; Stams, A. J. M.
- Water Research, Vol. 38, Issue 6
HydDB: A web tool for hydrogenase classification and analysis
journal, September 2016
- Søndergaard, Dan; Pedersen, Christian N. S.; Greening, Chris
- Scientific Reports, Vol. 6, Issue 1
A complete domain-to-species taxonomy for Bacteria and Archaea
journal, April 2020
- Parks, Donovan H.; Chuvochina, Maria; Chaumeil, Pierre-Alain
- Nature Biotechnology
Fluorescence In Situ Hybridization Using 16S rRNA-Targeted Oligonucleotides Reveals Localization of Methanogens and Selected Uncultured Bacteria in Mesophilic and Thermophilic Sludge Granules
journal, March 1999
- Sekiguchi, Yuji; Kamagata, Yoichi; Nakamura, Kazunori
- Applied and Environmental Microbiology, Vol. 65, Issue 3
Characteristics of S Organism Isolated from Methanobacillus omelianskii1
journal, January 1972
- Reddy, C. Adinarayana; Bryant, M. P.; Wolin, M. J.
- Journal of Bacteriology, Vol. 109, Issue 2
Energetics of syntrophic cooperation in methanogenic degradation.
journal, January 1997
- Schink, B.
- Microbiology and molecular biology reviews : MMBR, Vol. 61, Issue 2
Energy conservation via electron bifurcating ferredoxin reduction and proton/Na+ translocating ferredoxin oxidation
journal, February 2013
- Buckel, Wolfgang; Thauer, Rudolf K.
- Biochimica et Biophysica Acta (BBA) - Bioenergetics, Vol. 1827, Issue 2
Anaerobe Tolerance to Oxygen and the Potentials of Anaerobic and Aerobic Cocultures for Wastewater Treatment
journal, December 1997
- Kato, M. T.; Field, J. A.; Lettinga, G.
- Brazilian Journal of Chemical Engineering, Vol. 14, Issue 4
Accurate binning of metagenomic contigs via automated clustering sequences using information of genomic signatures and marker genes
journal, April 2016
- Lin, Hsin-Hung; Liao, Yu-Chieh
- Scientific Reports, Vol. 6, Issue 1
The Lipase Engineering Database: a navigation and analysis tool for protein families
journal, January 2003
- Fischer, M.
- Nucleic Acids Research, Vol. 31, Issue 1
Methanobacterium thermoautotrophicus sp. n., an Anaerobic, Autotrophic, Extreme Thermophile
journal, January 1972
- Zeikus, J. G.; Wolee, R. S.
- Journal of Bacteriology, Vol. 109, Issue 2
A Model of Extracellular Enzymes in Free-Living Microbes: Which Strategy Pays Off?
journal, August 2015
- Traving, Sachia J.; Thygesen, Uffe H.; Riemann, Lasse
- Applied and Environmental Microbiology, Vol. 81, Issue 21
Methanothrix soehngenii gen. nov. sp. nov., a new acetotrophic non-hydrogen-oxidizing methane bacterium
journal, July 1982
- Huser, Beat A.; Wuhrmann, Karl; Zehnder, Alexander J. B.
- Archives of Microbiology, Vol. 132, Issue 1
Aerobic growth at nanomolar oxygen concentrations
journal, October 2010
- Stolper, D. A.; Revsbech, N. P.; Canfield, D. E.
- Proceedings of the National Academy of Sciences, Vol. 107, Issue 44
Microbial dark matter ecogenomics reveals complex synergistic networks in a methanogenic bioreactor
journal, January 2015
- Nobu, Masaru K.; Narihiro, Takashi; Rinke, Christian
- The ISME Journal, Vol. 9, Issue 8
Genomic insights that advance the species definition for prokaryotes
journal, February 2005
- Konstantinidis, K. T.; Tiedje, J. M.
- Proceedings of the National Academy of Sciences, Vol. 102, Issue 7
Energy conservation in chemotrophic anaerobic bacteria.
journal, January 1977
- Thauer, R. K.; Jungermann, K.; Decker, K.
- Bacteriological Reviews, Vol. 41, Issue 1
Measurement of trace concentrations of hydrogen in biogas from anaerobic digesters using an exhaled hydrogen monitor
journal, December 1987
- Collins, L. J.; Paskins, A. R.
- Water Research, Vol. 21, Issue 12
Proteomic analysis reveals metabolic and regulatory systems involved in the syntrophic and axenic lifestyle of Syntrophomonas wolfei
journal, February 2015
- Sieber, Jessica R.; Crable, Bryan R.; Sheik, Cody S.
- Frontiers in Microbiology, Vol. 6