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Bovio-Winkler P, Cabezas A, Etchebehere C. Database Mining to Unravel the Ecology of the Phylum Chloroflexi in Methanogenic Full Scale Bioreactors. Front Microbiol 2021; 11:603234. [PMID: 33552017 PMCID: PMC7854539 DOI: 10.3389/fmicb.2020.603234] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2020] [Accepted: 12/28/2020] [Indexed: 11/13/2022] Open
Abstract
Although microbial communities of anaerobic bioreactors have been extensively studied using DNA-based tools, there are still several knowledge gaps regarding the microbiology of the process, in particular integration of all generated data is still limited. One understudied core phylum within anaerobic bioreactors is the phylum Chloroflexi, despite being one of the most abundant groups in anaerobic reactors. In order to address the abundance, diversity and phylogeny of this group in full-scale methanogenic reactors globally distributed, a compilation of 16S ribosomal RNA gene sequence data from 62 full-scale methanogenic reactors studied worldwide, fed either with wastewater treatment anaerobic reactors (WTARs) or solid-waste treatment anaerobic reactors (STARs), was performed. One of the barriers to overcome was comparing data generated using different primer sets and different sequencing platforms. The sequence analysis revealed that the average abundance of Chloroflexi in WTARs was higher than in STARs. Four genera belonging to the Anaerolineae class dominated both WTARs and STARs but the core populations were different. According to the phylogenetic analysis, most of the sequences formed clusters with no cultured representatives. The Anaerolineae class was more abundant in reactors with granular biomass than in reactors with disperse biomass supporting the hypothesis that Anaerolineae play an important role in granule formation and structure due to their filamentous morphology. Cross-study comparisons can be fruitfully used to understand the complexity of the anaerobic digestion process. However, more efforts are needed to standardize protocols and report metadata information.
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Affiliation(s)
- Patricia Bovio-Winkler
- Microbial Ecology Laboratory, Department of Microbial Biochemistry and Genomic, Biological Research Institute “Clemente Estable,” Montevideo, Uruguay
| | - Angela Cabezas
- Instituto Tecnológico Regional Centro Sur, Universidad Tecnológica, Durazno, Uruguay
| | - Claudia Etchebehere
- Microbial Ecology Laboratory, Department of Microbial Biochemistry and Genomic, Biological Research Institute “Clemente Estable,” Montevideo, Uruguay
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Heyer R, Kohrs F, Reichl U, Benndorf D. Metaproteomics of complex microbial communities in biogas plants. Microb Biotechnol 2015; 8:749-63. [PMID: 25874383 PMCID: PMC4554464 DOI: 10.1111/1751-7915.12276] [Citation(s) in RCA: 61] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2014] [Revised: 02/05/2015] [Accepted: 02/11/2015] [Indexed: 11/29/2022] Open
Abstract
Production of biogas from agricultural biomass or organic wastes is an important source of renewable energy. Although thousands of biogas plants (BGPs) are operating in Germany, there is still a significant potential to improve yields, e.g. from fibrous substrates. In addition, process stability should be optimized. Besides evaluating technical measures, improving our understanding of microbial communities involved into the biogas process is considered as key issue to achieve both goals. Microscopic and genetic approaches to analyse community composition provide valuable experimental data, but fail to detect presence of enzymes and overall metabolic activity of microbial communities. Therefore, metaproteomics can significantly contribute to elucidate critical steps in the conversion of biomass to methane as it delivers combined functional and phylogenetic data. Although metaproteomics analyses are challenged by sample impurities, sample complexity and redundant protein identification, and are still limited by the availability of genome sequences, recent studies have shown promising results. In the following, the workflow and potential pitfalls for metaproteomics of samples from full-scale BGP are discussed. In addition, the value of metaproteomics to contribute to the further advancement of microbial ecology is evaluated. Finally, synergistic effects expected when metaproteomics is combined with advanced imaging techniques, metagenomics, metatranscriptomics and metabolomics are addressed.
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Affiliation(s)
- Robert Heyer
- Bioprocess Engineering, Otto von Guericke University MagdeburgUniversitätsplatz 2, Magdeburg, 39106, Germany
- Max Planck Institute for Dynamics of Complex Technical SystemsSandtorstr. 1, Magdeburg, 39106, Germany
| | - Fabian Kohrs
- Bioprocess Engineering, Otto von Guericke University MagdeburgUniversitätsplatz 2, Magdeburg, 39106, Germany
- Max Planck Institute for Dynamics of Complex Technical SystemsSandtorstr. 1, Magdeburg, 39106, Germany
| | - Udo Reichl
- Bioprocess Engineering, Otto von Guericke University MagdeburgUniversitätsplatz 2, Magdeburg, 39106, Germany
- Max Planck Institute for Dynamics of Complex Technical SystemsSandtorstr. 1, Magdeburg, 39106, Germany
| | - Dirk Benndorf
- Bioprocess Engineering, Otto von Guericke University MagdeburgUniversitätsplatz 2, Magdeburg, 39106, Germany
- Max Planck Institute for Dynamics of Complex Technical SystemsSandtorstr. 1, Magdeburg, 39106, Germany
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Nettmann E, Bergmann I, Pramschüfer S, Mundt K, Plogsties V, Herrmann C, Klocke M. Polyphasic analyses of methanogenic archaeal communities in agricultural biogas plants. Appl Environ Microbiol 2010; 76:2540-8. [PMID: 20154117 PMCID: PMC2849221 DOI: 10.1128/aem.01423-09] [Citation(s) in RCA: 139] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2009] [Accepted: 02/02/2010] [Indexed: 11/20/2022] Open
Abstract
Knowledge of the microbial consortia participating in the generation of biogas, especially in methane formation, is still limited. To overcome this limitation, the methanogenic archaeal communities in six full-scale biogas plants supplied with different liquid manures and renewable raw materials as substrates were analyzed by a polyphasic approach. Fluorescence in situ hybridization (FISH) was carried out to quantify the methanogenic Archaea in the reactor samples. In addition, quantitative real-time PCR (Q-PCR) was used to support and complete the FISH analysis. Five of the six biogas reactors were dominated by hydrogenotrophic Methanomicrobiales. The average values were between 60 to 63% of archaeal cell counts (FISH) and 61 to 99% of archaeal 16S rRNA gene copies (Q-PCR). Within this order, Methanoculleus was found to be the predominant genus as determined by amplified rRNA gene restriction analysis. The aceticlastic family Methanosaetaceae was determined to be the dominant methanogenic group in only one biogas reactor, with average values for Q-PCR and FISH between 64% and 72%. Additionally, in three biogas reactors hitherto uncharacterized but potentially methanogenic species were detected. They showed closest accordance with nucleotide sequences of the hitherto unclassified CA-11 (85%) and ARC-I (98%) clusters. These results point to hydrogenotrophic methanogenesis as a predominant pathway for methane synthesis in five of the six analyzed biogas plants. In addition, a correlation between the absence of Methanosaetaceae in the biogas reactors and high concentrations of total ammonia (sum of NH(3) and NH(4)(+)) was observed.
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MESH Headings
- Ammonia/metabolism
- Archaea/classification
- Archaea/genetics
- Archaea/metabolism
- Biofuels/microbiology
- Bioreactors/microbiology
- DNA, Archaeal/chemistry
- DNA, Archaeal/genetics
- DNA, Ribosomal/chemistry
- DNA, Ribosomal/genetics
- Genes, rRNA
- Hydrogen/metabolism
- In Situ Hybridization, Fluorescence
- Methane/metabolism
- Molecular Sequence Data
- RNA, Archaeal/genetics
- RNA, Ribosomal, 16S/genetics
- Sequence Analysis, DNA
- Sequence Homology, Nucleic Acid
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Affiliation(s)
- E. Nettmann
- Leibniz-Institut für Agrartechnik Potsdam-Bornim e.V., Abteilung Bioverfahrenstechnik, Max-Eyth-Allee 100, D-14469 Potsdam, Germany, Leibniz-Institut für Agrartechnik Potsdam-Bornim e.V., Abteilung Technikbewertung und Stoffkreisläufe, Max-Eyth-Allee 100, D-14469 Potsdam, Germany, Technische Universität Berlin, Fakultät 3, Institut für Technischen Umweltschutz, Fachgebiet Umweltmikrobiologie, Franklinstrasse 29, D-10587 Berlin, Germany, Beuth Hochschule für Technik Berlin, Fachbereich Life Sciences and Technology, Lütticher Straße 38, D-13353 Berlin, Germany, Humboldt Universität zu Berlin, Landwirtschaftlich-Gärtnerische Fakultät, Invalidenstraße 42, D-10099 Berlin, Germany
| | - I. Bergmann
- Leibniz-Institut für Agrartechnik Potsdam-Bornim e.V., Abteilung Bioverfahrenstechnik, Max-Eyth-Allee 100, D-14469 Potsdam, Germany, Leibniz-Institut für Agrartechnik Potsdam-Bornim e.V., Abteilung Technikbewertung und Stoffkreisläufe, Max-Eyth-Allee 100, D-14469 Potsdam, Germany, Technische Universität Berlin, Fakultät 3, Institut für Technischen Umweltschutz, Fachgebiet Umweltmikrobiologie, Franklinstrasse 29, D-10587 Berlin, Germany, Beuth Hochschule für Technik Berlin, Fachbereich Life Sciences and Technology, Lütticher Straße 38, D-13353 Berlin, Germany, Humboldt Universität zu Berlin, Landwirtschaftlich-Gärtnerische Fakultät, Invalidenstraße 42, D-10099 Berlin, Germany
| | - S. Pramschüfer
- Leibniz-Institut für Agrartechnik Potsdam-Bornim e.V., Abteilung Bioverfahrenstechnik, Max-Eyth-Allee 100, D-14469 Potsdam, Germany, Leibniz-Institut für Agrartechnik Potsdam-Bornim e.V., Abteilung Technikbewertung und Stoffkreisläufe, Max-Eyth-Allee 100, D-14469 Potsdam, Germany, Technische Universität Berlin, Fakultät 3, Institut für Technischen Umweltschutz, Fachgebiet Umweltmikrobiologie, Franklinstrasse 29, D-10587 Berlin, Germany, Beuth Hochschule für Technik Berlin, Fachbereich Life Sciences and Technology, Lütticher Straße 38, D-13353 Berlin, Germany, Humboldt Universität zu Berlin, Landwirtschaftlich-Gärtnerische Fakultät, Invalidenstraße 42, D-10099 Berlin, Germany
| | - K. Mundt
- Leibniz-Institut für Agrartechnik Potsdam-Bornim e.V., Abteilung Bioverfahrenstechnik, Max-Eyth-Allee 100, D-14469 Potsdam, Germany, Leibniz-Institut für Agrartechnik Potsdam-Bornim e.V., Abteilung Technikbewertung und Stoffkreisläufe, Max-Eyth-Allee 100, D-14469 Potsdam, Germany, Technische Universität Berlin, Fakultät 3, Institut für Technischen Umweltschutz, Fachgebiet Umweltmikrobiologie, Franklinstrasse 29, D-10587 Berlin, Germany, Beuth Hochschule für Technik Berlin, Fachbereich Life Sciences and Technology, Lütticher Straße 38, D-13353 Berlin, Germany, Humboldt Universität zu Berlin, Landwirtschaftlich-Gärtnerische Fakultät, Invalidenstraße 42, D-10099 Berlin, Germany
| | - V. Plogsties
- Leibniz-Institut für Agrartechnik Potsdam-Bornim e.V., Abteilung Bioverfahrenstechnik, Max-Eyth-Allee 100, D-14469 Potsdam, Germany, Leibniz-Institut für Agrartechnik Potsdam-Bornim e.V., Abteilung Technikbewertung und Stoffkreisläufe, Max-Eyth-Allee 100, D-14469 Potsdam, Germany, Technische Universität Berlin, Fakultät 3, Institut für Technischen Umweltschutz, Fachgebiet Umweltmikrobiologie, Franklinstrasse 29, D-10587 Berlin, Germany, Beuth Hochschule für Technik Berlin, Fachbereich Life Sciences and Technology, Lütticher Straße 38, D-13353 Berlin, Germany, Humboldt Universität zu Berlin, Landwirtschaftlich-Gärtnerische Fakultät, Invalidenstraße 42, D-10099 Berlin, Germany
| | - C. Herrmann
- Leibniz-Institut für Agrartechnik Potsdam-Bornim e.V., Abteilung Bioverfahrenstechnik, Max-Eyth-Allee 100, D-14469 Potsdam, Germany, Leibniz-Institut für Agrartechnik Potsdam-Bornim e.V., Abteilung Technikbewertung und Stoffkreisläufe, Max-Eyth-Allee 100, D-14469 Potsdam, Germany, Technische Universität Berlin, Fakultät 3, Institut für Technischen Umweltschutz, Fachgebiet Umweltmikrobiologie, Franklinstrasse 29, D-10587 Berlin, Germany, Beuth Hochschule für Technik Berlin, Fachbereich Life Sciences and Technology, Lütticher Straße 38, D-13353 Berlin, Germany, Humboldt Universität zu Berlin, Landwirtschaftlich-Gärtnerische Fakultät, Invalidenstraße 42, D-10099 Berlin, Germany
| | - M. Klocke
- Leibniz-Institut für Agrartechnik Potsdam-Bornim e.V., Abteilung Bioverfahrenstechnik, Max-Eyth-Allee 100, D-14469 Potsdam, Germany, Leibniz-Institut für Agrartechnik Potsdam-Bornim e.V., Abteilung Technikbewertung und Stoffkreisläufe, Max-Eyth-Allee 100, D-14469 Potsdam, Germany, Technische Universität Berlin, Fakultät 3, Institut für Technischen Umweltschutz, Fachgebiet Umweltmikrobiologie, Franklinstrasse 29, D-10587 Berlin, Germany, Beuth Hochschule für Technik Berlin, Fachbereich Life Sciences and Technology, Lütticher Straße 38, D-13353 Berlin, Germany, Humboldt Universität zu Berlin, Landwirtschaftlich-Gärtnerische Fakultät, Invalidenstraße 42, D-10099 Berlin, Germany
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Klocke M, Mähnert P, Mundt K, Souidi K, Linke B. Microbial community analysis of a biogas-producing completely stirred tank reactor fed continuously with fodder beet silage as mono-substrate. Syst Appl Microbiol 2007; 30:139-51. [PMID: 16697135 DOI: 10.1016/j.syapm.2006.03.007] [Citation(s) in RCA: 113] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
The bioconversion of renewable raw material to biogas by anaerobic microbial fermentation processes in completely stirred tank reactors (CSTR) is a valuable alternative resource of energy especially for rural areas. However, knowledge about the microorganisms involved in the degradation of plant biomass is still poor. In this study, a first analysis of the biogas-forming process within a CSTR fed continuously with fodder beet silage as mono-substrate is presented in the context of molecular data on the microbial community composition. As indicated by the conventional process parameters like pH value, content of volatile fatty acids, N:P ratio and the biogas yield, the biogas-forming process within the CSTR occurred with a stable and efficient performance. The average biogas yield based on volatile solids was 0.87m(3)kg(-1) at an organic loading rate of 1.2-2.3kgm(-3)d(-1). This amounts to 94% of the theoretical maximum. In order to identify microorganisms within the CSTR, a 16S rDNA clone library was constructed by PCR amplification applying a prokaryote-specific primer set. One hundred and forty seven clones were obtained and subsequently characterized by amplified rDNA restriction analysis (ARDRA). The sequences of 60 unique ARDRA patterns were estimated in a length of approximately 800-900bp each. Four of them were assigned to the domain Archaea and 56 to the domain Bacteria. Within the domain Archaea, all clones showed a close relationship to methanogenic species. Major bacterial groups represented in the clone library were the class Clostridia of the phylum Firmicutes (22% of all 16S rDNA clones), the class Deltaproteobacteria of the phylum Proteobacteria (24%), the class Bacilli of the phylum Firmicutes (22%) and members of the phylum Bacteroidetes (21%). Within these major groups, the highest biodiversity was found within the class Clostridia (35% of all operational taxonomic units). Members of the phyla Actinobacteria and Spirochaetes were represented only by 5 and 2 clonal sequences, respectively.
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MESH Headings
- Archaea/classification
- Archaea/isolation & purification
- Archaea/metabolism
- Bacteria/classification
- Bacteria/isolation & purification
- Bacteria/metabolism
- Beta vulgaris/metabolism
- Biodiversity
- Bioreactors
- Cloning, Molecular
- DNA Fingerprinting/methods
- DNA, Archaeal/chemistry
- DNA, Archaeal/genetics
- DNA, Bacterial/chemistry
- DNA, Bacterial/genetics
- DNA, Ribosomal/chemistry
- DNA, Ribosomal/genetics
- Methane/biosynthesis
- Molecular Sequence Data
- Polymerase Chain Reaction
- RNA, Ribosomal, 16S/genetics
- Sequence Analysis, DNA
- Silage
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Affiliation(s)
- Michael Klocke
- Leibniz-Institut für Agrartechnik Potsdam-Bornim e.V., Abteilung Bioverfahrenstechnik, Max-Eyth-Allee 100, D-14469 Potsdam-Bornim, Germany.
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