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Title: Development and characterization of stable anaerobic thermophilic methanogenic microbiomes fermenting switchgrass at decreasing residence times

Journal Article · · Biotechnology for Biofuels

Background: Anaerobic fermentation of lignocellulose occurs in both natural and managed environments, and is an essential part of the carbon cycle as well as a promising route to sustainable production of fuels and chemicals. Lignocellulose solubilization by mixed microbiomes is important in these contexts.Results: Here in this paper, we report the development of stable switchgrass-fermenting enrichment cultures maintained at various residence times and moderately high (55 °C) temperatures. Anaerobic microbiomes derived from a digester inoculum were incubated at 55 °C and fed semi-continuously with medium containing 30 g/L mid-season harvested switchgrass to achieve residence times (RT) of 20, 10, 5, and 3.3 days. Stable, time-invariant cellulolytic methanogenic cultures with minimal accumulation of organic acids were achieved for all RTs. Fractional carbohydrate solubilization was 0.711, 0.654, 0.581 and 0.538 at RT = 20, 10, 5 and 3.3 days, respectively, and glucan solubilization was proportional to xylan solubilization at all RTs. The rate of solubilization was described well by the equation r = k(C-C0fr), where C represents the concentration of unutilized carbohydrate, C0 is the concentration of carbohydrate (cellulose and hemicellulose) entering the bioreactor and fr is the extrapolated fraction of entering carbohydrate that is recalcitrant at infinite residence time. The 3.3 day RT is among the shortest RT reported for stable thermophilic, methanogenic digestion of a lignocellulosic feedstock. 16S rDNA phylotyping and metagenomic analyses were conducted to characterize the effect of RT on community dynamics and to infer functional roles in the switchgrass to biogas conversion to the various microbial taxa. Firmicutes were the dominant phylum, increasing in relative abundance from 54 to 96% as RT decreased. A Clostridium clariflavum strain with genetic markers for xylose metabolism was the most abundant lignocellulose-solubilizing bacterium. A Thermotogae (Defluviitoga tunisiensis) was the most abundant bacterium in switchgrass digesters at RT = 20 days but decreased in abundance at lower RTs as did multiple Chloroflexi. Synergistetes and Euryarchaeota were present at roughly constant levels over the range of RTs examined.Conclusions: A system was developed in which stable methanogenic steady-states were readily obtained with a particulate biomass feedstock, mid-season switchgrass, at laboratory (1 L) scale. Characterization of the extent and rate of carbohydrate solubilization in combination with 16S rDNA and metagenomic sequencing provides a multi-dimensional view of performance, species composition, glycoside hydrolases, and metabolic function with varying residence time. These results provide a point of reference and guidance for future studies and organism development efforts involving defined cultures.

Research Organization:
Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)
Sponsoring Organization:
USDOE Office of Science (SC), Biological and Environmental Research (BER)
Grant/Contract Number:
AC05-00OR22725; AC02-05CH11231
OSTI ID:
1618731
Alternate ID(s):
OSTI ID: 1471931
Journal Information:
Biotechnology for Biofuels, Journal Name: Biotechnology for Biofuels Vol. 11 Journal Issue: 1; ISSN 1754-6834
Publisher:
Springer Science + Business MediaCopyright Statement
Country of Publication:
Netherlands
Language:
English
Citation Metrics:
Cited by: 22 works
Citation information provided by
Web of Science

References (86)

Anaerobic digestion of wheat straw – Performance of continuous solid-state digestion journal October 2013
Metaproteomics of complex microbial communities in biogas plants: Metaproteomics of biogas plants journal April 2015
The DOE-JGI Standard Operating Procedure for the Annotations of Microbial Genomes journal July 2009
Geneious Basic: An integrated and extendable desktop software platform for the organization and analysis of sequence data journal April 2012
Cutadapt removes adapter sequences from high-throughput sequencing reads journal May 2011
From lignocellulosic metagenomes to lignocellulolytic genes: trends, challenges and future prospects: From lignocellulosic metagenomes to lignocellulolytic genes
  • Batista-García, Ramón A.; del Rayo Sánchez-Carbente, María; Talia, Paola
  • Biofuels, Bioproducts and Biorefining, Vol. 10, Issue 6 https://doi.org/10.1002/bbb.1709
journal September 2016
Plant biomass degradation by gut microbiomes: more of the same or something new? journal June 2009
Phylogenetic Distribution of Potential Cellulases in Bacteria journal December 2012
Winter rye as a bioenergy feedstock: impact of crop maturity on composition, biological solubilization and potential revenue journal January 2015
Testing alternative kinetic models for utilization of crystalline cellulose (Avicel) by batch cultures of Clostridium thermocellum journal April 2013
Ultrastructural Characterization of the Lower Motor System in a Mouse Model of Krabbe Disease journal December 2016
Quality-filtering vastly improves diversity estimates from Illumina amplicon sequencing journal December 2012
Caldicellulosiruptor Core and Pangenomes Reveal Determinants for Noncellulosomal Thermophilic Deconstruction of Plant Biomass journal May 2012
Anaerobic digestion of lignocellulosic biomass: Challenges and opportunities journal February 2015
Ninety-nine de novo assembled genomes from the moose (Alces alces) rumen microbiome provide new insights into microbial plant biomass degradation journal July 2017
Clostridium clariflavum sp. nov. and Clostridium caenicola sp. nov., moderately thermophilic, cellulose-/cellobiose-digesting bacteria isolated from methanogenic sludge journal June 2009
Practical innovations for high-throughput amplicon sequencing journal September 2013
Genomic characterization of Defluviitoga tunisiensis L3, a key hydrolytic bacterium in a thermophilic biogas plant and its abundance as determined by metagenome fragment recruitment journal August 2016
Reclassification of Anaerobaculum mobile, Anaerobaculum thermoterrenum, Anaerobaculum hydrogeniformans as Acetomicrobium mobile comb. nov., Acetomicrobium thermoterrenum comb. nov. and Acetomicrobium hydrogeniformans comb. nov., respectively, and emendation of the genus Acetomicrobium journal March 2016
MEGAHIT: an ultra-fast single-node solution for large and complex metagenomics assembly via succinct de Bruijn graph journal January 2015
Phylogenetic Comparison of the Methanogenic Communities from an Acidic, Oligotrophic Fen and an Anaerobic Digester Treating Municipal Wastewater Sludge journal September 2008
De novo prediction of the genomic components and capabilities for microbial plant biomass degradation from (meta-)genomes journal January 2013
A bacterial pioneer produces cellulase complexes that persist through community succession journal November 2017
Cellulose-degrading bacteria associated with the invasive woodwasp Sirex noctilio journal March 2011
Defluviitoga tunisiensis gen. nov., sp. nov., a thermophilic bacterium isolated from a mesothermic and anaerobic whey digester journal August 2011
Natural diversity of cellulases, xylanases, and chitinases in bacteria journal June 2016
RAPSearch2: a fast and memory-efficient protein similarity search tool for next-generation sequencing data journal October 2011
Production of biogas from solid organic wastes through anaerobic digestion: a review journal May 2012
Cultivation and sequencing of rumen microbiome members from the Hungate1000 Collection journal March 2018
MetaBAT, an efficient tool for accurately reconstructing single genomes from complex microbial communities journal January 2015
Review of the Integrated Process for the Production of Grass Biomethane journal November 2009
MaxBin 2.0: an automated binning algorithm to recover genomes from multiple metagenomic datasets journal October 2015
A Proteomic View at the Biochemistry of Syntrophic Butyrate Oxidation in Syntrophomonas wolfei journal February 2013
Unraveling the microbiome of a thermophilic biogas plant by metagenome and metatranscriptome analysis complemented by characterization of bacterial and archaeal isolates journal August 2016
A review of lignocellulose bioconversion using enzymatic hydrolysis and synergistic cooperation between enzymes—Factors affecting enzymes, conversion and synergy journal November 2012
CheckM: assessing the quality of microbial genomes recovered from isolates, single cells, and metagenomes journal May 2015
Structure, mineralogy, and microbial diversity of geothermal spring microbialites associated with a deep oil drilling in Romania journal March 2015
Cellulosomes: bacterial nanomachines for dismantling plant polysaccharides journal December 2016
Microbial community structure in a thermophilic anaerobic hybrid reactor degrading terephthalate journal October 2004
MaxBin: an automated binning method to recover individual genomes from metagenomes using an expectation-maximization algorithm journal August 2014
Decoding the complete arsenal for cellulose and hemicellulose deconstruction in the highly efficient cellulose decomposer Paenibacillus O199 journal May 2016
A Comparative Metagenome Survey of the Fecal Microbiota of a Breast- and a Plant-Fed Asian Elephant Reveals an Unexpectedly High Diversity of Glycoside Hydrolase Family Enzymes journal September 2014
Effect of limited air exposure and comparative performance between thermophilic and mesophilic solid-state anaerobic digestion of switchgrass journal March 2015
UPARSE: highly accurate OTU sequences from microbial amplicon reads journal August 2013
Kinetics of anaerobic treatment: A critical review journal January 1991
Diversity of microbial carbohydrate-active enzymes in Danish anaerobic digesters fed with wastewater treatment sludge journal June 2017
Effects of Temperature and Hydraulic Retention Time on Acetotrophic Pathways and Performance in High-Rate Sludge Digestion journal May 2014
Detection of active, potentially acetate-oxidizing syntrophs in an anaerobic digester by flux measurement and formyltetrahydrofolate synthetase (FTHFS) expression profiling journal April 2011
A genomic view on syntrophic versus non-syntrophic lifestyle in anaerobic fatty acid degrading communities journal December 2014
JSpeciesWS: a web server for prokaryotic species circumscription based on pairwise genome comparison journal November 2015
Solid-state anaerobic digestion for methane production from organic waste journal January 2011
The MetaCyc Database of metabolic pathways and enzymes and the BioCyc collection of Pathway/Genome Databases journal December 2007
Improving activity of minicellulosomes by integration of intra- and intermolecular synergies journal January 2013
FragGeneScan: predicting genes in short and error-prone reads journal August 2010
Microbial Cellulose Utilization: Fundamentals and Biotechnology journal September 2002
SEAL: a distributed short read mapping and duplicate removal tool journal June 2011
Biological lignocellulose solubilization: comparative evaluation of biocatalysts and enhancement via cotreatment journal January 2016
Genomics of cellulolytic bacteria journal October 2014
Metaproteomics of cellulose methanisation under thermophilic conditions reveals a surprisingly high proteolytic activity journal August 2013
Genome-centric resolution of microbial diversity, metabolism and interactions in anaerobic digestion: Genome-centric resolution through deep metagenomics journal July 2016
Complete Genome Sequence of Clostridium clariflavum DSM 19732 journal March 2012
Enzymatic hydrolysis of cellulosic biomass journal July 2011
Insights into plant biomass conversion from the genome of the anaerobic thermophilic bacterium Caldicellulosiruptor bescii DSM 6725 journal January 2011
Diversity of Bacteria and Glycosyl Hydrolase Family 48 Genes in Cellulolytic Consortia Enriched from Thermophilic Biocompost journal April 2010
Effect of process temperature on bacterial and archaeal communities in two methanogenic bioreactors treating organic household waste: Temperature effects on microbial communities in bioreactors journal March 2007
Effect of the dilution rate on microbial competition: r-strategist can win over k-strategist at low substrate concentration journal March 2017
QIIME allows analysis of high-throughput community sequencing data journal April 2010
The Populus holobiont: dissecting the effects of plant niches and genotype on the microbiome journal February 2018
Conversion of paper sludge to ethanol. I: Impact of feeding frequency and mixing energy characterization journal November 2006
Optimisation of single-phase dry-thermophilic anaerobic digestion under high organic loading rates of industrial municipal solid waste: Population dynamics journal October 2013
Deep metagenome and metatranscriptome analyses of microbial communities affiliated with an industrial biogas fermenter, a cow rumen, and elephant feces reveal major differences in carbohydrate hydrolysis strategies journal June 2016
Microbial enzyme systems for biomass conversion: emerging paradigms journal March 2010
Reactor performance and microbial community dynamics during solid-state anaerobic digestion of corn stover at mesophilic and thermophilic conditions journal May 2013
Conversion for Avicel and AFEX pretreated corn stover by Clostridium thermocellum and simultaneous saccharification and fermentation: Insights into microbial conversion of pretreated cellulosic biomass journal September 2011
Adaptor Scaffoldins: An Original Strategy for Extended Designer Cellulosomes, Inspired from Nature journal April 2016
Emendation of the Genus Thermobacteroides: Thermobacteroides proteolyticus sp. nov., a Proteolytic Acetogen from a Methanogenic Enrichment journal October 1985
Microbial dark matter ecogenomics reveals complex synergistic networks in a methanogenic bioreactor journal January 2015
MUSCLE: multiple sequence alignment with high accuracy and high throughput journal March 2004
Thermo- and mesophilic anaerobic digestion of wheat straw by the upflow anaerobic solid-state (UASS) process journal November 2012
Comparative analysis of the ability of Clostridium clariflavum strains and Clostridium thermocellumto utilize hemicellulose and unpretreated plant material journal November 2014
A Simple, Fast, and Accurate Algorithm to Estimate Large Phylogenies by Maximum Likelihood journal October 2003
Rumen Cellulosomics: Divergent Fiber-Degrading Strategies Revealed by Comparative Genome-Wide Analysis of Six Ruminococcal Strains journal July 2014
Temperature and solids retention time control microbial population dynamics and volatile fatty acid production in replicated anaerobic digesters journal February 2015
Phylogenomic analysis of Candidatus ‘Izimaplasma’ species: free-living representatives from a Tenericutes clade found in methane seeps journal April 2016
Sequence-non-specific effects of RNA interference triggers and microRNA regulators journal October 2009
Techno-economic evaluation of integrated first- and second-generation ethanol production from grain and straw journal January 2016

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