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Fischer MA, Güllert S, Refai S, Künzel S, Deppenmeier U, Streit WR, Schmitz RA. Long-term investigation of microbial community composition and transcription patterns in a biogas plant undergoing ammonia crisis. Microb Biotechnol 2019; 12:305-323. [PMID: 30381904 PMCID: PMC6390037 DOI: 10.1111/1751-7915.13313] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2017] [Revised: 08/22/2018] [Accepted: 08/24/2018] [Indexed: 02/01/2023] Open
Abstract
Ammonia caused disturbance of biogas production is one of the most frequent incidents in regular operation of biogas reactors. This study provides a detailed insight into the microbial community of a mesophilic, full-scale biogas reactor (477 kWh h-1 ) fed with maize silage, dried poultry manure and cow manure undergoing initial process disturbance by increased ammonia concentration. Over a time period of 587 days, the microbial community of the reactor was regularly monitored on a monthly basis by high-throughput amplicon sequencing of the archaeal and bacterial 16S rRNA genes. During this sampling period, the total ammonia concentrations varied between 2.7 and 5.8 g l-1 [NH4 + -N]. To gain further inside into the active metabolic pathways, for selected time points metatranscriptomic shotgun analysis was performed allowing the quantification of marker genes for methanogenesis, hydrolysis and syntrophic interactions. The results obtained demonstrated a microbial community typical for a mesophilic biogas plant. However in response to the observed changing process conditions (e.g. increasing NH4 + levels, changing feedstock composition), the microbial community reacted highly flexible by changing and adapting the community composition. The Methanosarcina-dominated archaeal community was shifted to a Methanomicrobiales-dominated archaeal community in the presence of increased ammonia conditions. A similar trend as in the phylogenetic composition was observed in the transcription activity of genes coding for enzymes involved in acetoclastic methanogenesis and syntrophic acetate oxidations (Codh/Acs and Fthfs). In accordance, Clostridia simultaneously increased under elevated ammonia concentrations in abundance and were identified as the primary syntrophic interaction partner with the now Methanomicrobiales-dominated archaeal community. In conclusion, overall stable process performance was maintained during increased ammonia concentration in the studied reactor based on the microbial communities' ability to flexibly respond by reorganizing the community composition while remaining functionally stable.
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MESH Headings
- Ammonia/metabolism
- Archaea/classification
- Archaea/genetics
- Bacteria/classification
- Bacteria/genetics
- Biofuels/microbiology
- Bioreactors/microbiology
- Cluster Analysis
- Culture Media/chemistry
- DNA, Archaeal/chemistry
- DNA, Archaeal/genetics
- DNA, Bacterial/chemistry
- DNA, Bacterial/genetics
- DNA, Ribosomal/chemistry
- DNA, Ribosomal/genetics
- Longitudinal Studies
- Microbiota
- Phylogeny
- RNA, Ribosomal, 16S/genetics
- Sequence Analysis, DNA
- Transcription, Genetic
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Affiliation(s)
- Martin Alexander Fischer
- Institute of General MicrobiologyChristian‐Albrechts‐University KielAm Botanischen Garten 1‐924118KielGermany
| | - Simon Güllert
- Institute of General MicrobiologyChristian‐Albrechts‐University KielAm Botanischen Garten 1‐924118KielGermany
- Institute of Microbiology & BiotechnologyUniversity HamburgBiozentrum Klein FlottbekHamburgGermany
| | - Sarah Refai
- Institute of Microbiology & BiotechnologyUniversity BonnMeckenheimer Allee 16853115BonnGermany
| | - Sven Künzel
- Max‐Planck‐Institute of Evolutionary BiologyAugust‐Thienemann‐Str. 224306PlönGermany
| | - Uwe Deppenmeier
- Institute of Microbiology & BiotechnologyUniversity BonnMeckenheimer Allee 16853115BonnGermany
| | - Wolfgang R. Streit
- Institute of Microbiology & BiotechnologyUniversity HamburgBiozentrum Klein FlottbekHamburgGermany
| | - Ruth Anne Schmitz
- Institute of General MicrobiologyChristian‐Albrechts‐University KielAm Botanischen Garten 1‐924118KielGermany
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Weiland-Bräuer N, Fischer MA, Schramm KW, Schmitz RA. Polychlorinated Biphenyl (PCB)-Degrading Potential of Microbes Present in a Cryoconite of Jamtalferner Glacier. Front Microbiol 2017; 8:1105. [PMID: 28663747 PMCID: PMC5471330 DOI: 10.3389/fmicb.2017.01105] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2017] [Accepted: 05/31/2017] [Indexed: 12/17/2022] Open
Abstract
Aiming to comprehensively survey the potential pollution of an alpine cryoconite (Jamtalferner glacier, Austria), and its bacterial community structure along with its biodegrading potential, first chemical analyses of persistent organic pollutants, explicitly polychlorinated biphenyls (PCBs) and organochlorine pesticides (OCPs) as well as polycyclic aromatic hydrocarbons (PAHs), revealed a significant contamination. In total, 18 PCB congeners were detected by high resolution gas chromatography/mass spectrometry with a mean concentration of 0.8 ng/g dry weight; 16 PAHs with an average concentration of 1,400 ng/g; and 26 out of 29 OCPs with a mean concentration of 2.4 ng/g. Second, the microbial composition was studied using 16S amplicon sequencing. The analysis revealed high abundances of Proteobacteria (66%), the majority representing α-Proteobacteria (87%); as well as Cyanobacteria (32%), however high diversity was due to 11 low abundant phyla comprising 75 genera. Biodegrading potential of cryoconite bacteria was further analyzed using enrichment cultures (microcosms) with PCB mixture Aroclor 1242. 16S rDNA analysis taxonomically classified 37 different biofilm-forming and PCB-degrading bacteria, represented by Pseudomonas, Shigella, Subtercola, Chitinophaga, and Janthinobacterium species. Overall, the combination of culture-dependent and culture-independent methods identified degrading bacteria that can be potential candidates to develop novel bioremediation strategies.
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Affiliation(s)
- Nancy Weiland-Bräuer
- Institute for General Microbiology, Christian-Albrechts-Universität zu KielKiel, Germany
| | - Martin A. Fischer
- Institute for General Microbiology, Christian-Albrechts-Universität zu KielKiel, Germany
| | - Karl-Werner Schramm
- Molecular EXposomics, German Research Center for Environmental Health, Helmholtz Zentrum München GmbHNeuherberg, Germany
| | - Ruth A. Schmitz
- Institute for General Microbiology, Christian-Albrechts-Universität zu KielKiel, Germany
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Fischer MA, Güllert S, Neulinger SC, Streit WR, Schmitz RA. Evaluation of 16S rRNA Gene Primer Pairs for Monitoring Microbial Community Structures Showed High Reproducibility within and Low Comparability between Datasets Generated with Multiple Archaeal and Bacterial Primer Pairs. Front Microbiol 2016; 7:1297. [PMID: 27602022 PMCID: PMC4994424 DOI: 10.3389/fmicb.2016.01297] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2016] [Accepted: 08/08/2016] [Indexed: 01/23/2023] Open
Abstract
The application of next-generation sequencing technology in microbial community analysis increased our knowledge and understanding of the complexity and diversity of a variety of ecosystems. In contrast to Bacteria, the archaeal domain was often not particularly addressed in the analysis of microbial communities. Consequently, established primers specifically amplifying the archaeal 16S ribosomal gene region are scarce compared to the variety of primers targeting bacterial sequences. In this study, we aimed to validate archaeal primers suitable for high throughput next generation sequencing. Three archaeal 16S primer pairs as well as two bacterial and one general microbial 16S primer pairs were comprehensively tested by in-silico evaluation and performing an experimental analysis of a complex microbial community of a biogas reactor. The results obtained clearly demonstrate that comparability of community profiles established using different primer pairs is difficult. 16S rRNA gene data derived from a shotgun metagenome of the same reactor sample added an additional perspective on the community structure. Furthermore, in-silico evaluation of primers, especially those for amplification of archaeal 16S rRNA gene regions, does not necessarily reflect the results obtained in experimental approaches. In the latter, archaeal primer pair ArchV34 showed the highest similarity to the archaeal community structure compared to observed by the metagenomic approach and thus appears to be the appropriate for analyzing archaeal communities in biogas reactors. However, a disadvantage of this primer pair was its low specificity for the archaeal domain in the experimental application leading to high amounts of bacterial sequences within the dataset. Overall our results indicate a rather limited comparability between community structures investigated and determined using different primer pairs as well as between metagenome and 16S rRNA gene amplicon based community structure analysis. This finding, previously shown for Bacteria, was as well observed for the archaeal domain.
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Affiliation(s)
- Martin A Fischer
- Department of Biology, Institute for General Microbiology, Christian-Albrechts-Universität zu Kiel Kiel, Germany
| | - Simon Güllert
- Biozentrum Klein Flottbek, Institute of Microbiology & Biotechnology, Universität Hamburg Hamburg, Germany
| | - Sven C Neulinger
- Department of Biology, Institute for General Microbiology, Christian-Albrechts-Universität zu KielKiel, Germany; omics2view.consulting GbRKiel, Germany
| | - Wolfgang R Streit
- Biozentrum Klein Flottbek, Institute of Microbiology & Biotechnology, Universität Hamburg Hamburg, Germany
| | - Ruth A Schmitz
- Department of Biology, Institute for General Microbiology, Christian-Albrechts-Universität zu Kiel Kiel, Germany
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Weiland-Bräuer N, Kisch MJ, Pinnow N, Liese A, Schmitz RA. Highly Effective Inhibition of Biofilm Formation by the First Metagenome-Derived AI-2 Quenching Enzyme. Front Microbiol 2016; 7:1098. [PMID: 27468282 PMCID: PMC4942472 DOI: 10.3389/fmicb.2016.01098] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2016] [Accepted: 06/30/2016] [Indexed: 11/13/2022] Open
Abstract
Bacterial cell-cell communication (quorum sensing, QS) represents a fundamental process crucial for biofilm formation, pathogenicity, and virulence allowing coordinated, concerted actions of bacteria depending on their cell density. With the widespread appearance of antibiotic-resistance of biofilms, there is an increasing need for novel strategies to control harmful biofilms. One attractive and most likely effective approach is to target bacterial communication systems for novel drug design in biotechnological and medical applications. In this study, metagenomic large-insert libraries were constructed and screened for QS interfering activities (quorum quenching, QQ) using recently established reporter strains. Overall, 142 out of 46,400 metagenomic clones were identified to interfere with acyl-homoserine lactones (AHLs), 13 with autoinducer-2 (AI-2). Five cosmid clones with highest simultaneous interfering activities were further analyzed and the respective open reading frames conferring QQ activities identified. Those showed homologies to bacterial oxidoreductases, proteases, amidases and aminotransferases. Evaluating the ability of the respective purified QQ-proteins to prevent biofilm formation of several model systems demonstrated highest inhibitory effects of QQ-2 using the crystal violet biofilm assay. This was confirmed by heterologous expression of the respective QQ proteins in Klebsiella oxytoca M5a1 and monitoring biofilm formation in a continuous flow cell system. Moreover, QQ-2 chemically immobilized to the glass surface of the flow cell effectively inhibited biofilm formation of K. oxytoca as well as clinical K. pneumoniae isolates derived from patients with urinary tract infections. Indications were obtained by molecular and biochemical characterizations that QQ-2 represents an oxidoreductase most likely reducing the signaling molecules AHL and AI-2 to QS-inactive hydroxy-derivatives. Overall, we propose that the identified novel QQ-2 protein efficiently inhibits AI-2 modulated biofilm formation by modifying the signal molecule; and thus appears particularly attractive for medical and biotechnological applications.
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Affiliation(s)
- Nancy Weiland-Bräuer
- Institute for General Microbiology, Molecular Microbiology, University KielKiel, Germany
| | - Martin J. Kisch
- Institute of Technical Biocatalysis, Technical University HamburgHamburg, Germany
| | - Nicole Pinnow
- Institute for General Microbiology, Molecular Microbiology, University KielKiel, Germany
| | - Andreas Liese
- Institute of Technical Biocatalysis, Technical University HamburgHamburg, Germany
| | - Ruth A. Schmitz
- Institute for General Microbiology, Molecular Microbiology, University KielKiel, Germany
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Novel reporter for identification of interference with acyl homoserine lactone and autoinducer-2 quorum sensing. Appl Environ Microbiol 2016; 81:1477-89. [PMID: 25527543 DOI: 10.1128/aem.03290-14] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Two reporter strains were established to identify novel biomolecules interfering with bacterial communication (quorum sensing [QS]). The basic design of these Escherichia coli-based systems comprises a gene encoding a lethal protein fused to promoters induced in the presence of QS signal molecules. Consequently, these E. coli strains are unable to grow in the presence of the respective QS signal molecules unless a nontoxic QS-interfering compound is present. The first reporter strain designed to detect autoinducer-2 (AI-2)-interfering activities (AI2-QQ.1) contained the E. coli ccdB lethal gene under the control of the E. coli lsrA promoter. The second reporter strain (AI1-QQ.1) contained the Vibrio fischeri luxI promoter fused to the ccdB gene to detect interference with acyl-homoserine lactones. Bacteria isolated from the surfaces of several marine eukarya were screened for quorum- quenching (QQ) activities using the established reporter systems AI1-QQ.1 and AI2-QQ.1. Out of 34 isolates, two interfered with acylated homoserine lactone (AHL) signaling, five interfered with AI-2 QS signaling, and 10 were demonstrated to interfere with both signal molecules. Open reading frames (ORFs) conferring QQ activity were identified for three selected isolates (Photobacterium sp., Pseudoalteromonas sp., and Vibrio parahaemolyticus). Evaluation of the respective heterologously expressed and purified QQ proteins confirmed their ability to interfere with the AHL and AI-2 signaling processes.
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Güllert S, Fischer MA, Turaev D, Noebauer B, Ilmberger N, Wemheuer B, Alawi M, Rattei T, Daniel R, Schmitz RA, Grundhoff A, Streit WR. 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. BIOTECHNOLOGY FOR BIOFUELS 2016; 9:121. [PMID: 27279900 PMCID: PMC4897800 DOI: 10.1186/s13068-016-0534-x] [Citation(s) in RCA: 75] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/04/2016] [Accepted: 05/26/2016] [Indexed: 05/13/2023]
Abstract
BACKGROUND The diverse microbial communities in agricultural biogas fermenters are assumed to be well adapted for the anaerobic transformation of plant biomass to methane. Compared to natural systems, biogas reactors are limited in their hydrolytic potential. The reasons for this are not understood. RESULTS In this paper, we show that a typical industrial biogas reactor fed with maize silage, cow manure, and chicken manure has relatively lower hydrolysis rates compared to feces samples from herbivores. We provide evidence that on average, 2.5 genes encoding cellulolytic GHs/Mbp were identified in the biogas fermenter compared to 3.8 in the elephant feces and 3.2 in the cow rumen data sets. The ratio of genes coding for cellulolytic GH enzymes affiliated with the Firmicutes versus the Bacteroidetes was 2.8:1 in the biogas fermenter compared to 1:1 in the elephant feces and 1.4:1 in the cow rumen sample. Furthermore, RNA-Seq data indicated that highly transcribed cellulases in the biogas fermenter were four times more often affiliated with the Firmicutes compared to the Bacteroidetes, while an equal distribution of these enzymes was observed in the elephant feces sample. CONCLUSIONS Our data indicate that a relatively lower abundance of bacteria affiliated with the phylum of Bacteroidetes and, to some extent, Fibrobacteres is associated with a decreased richness of predicted lignocellulolytic enzymes in biogas fermenters. This difference can be attributed to a partial lack of genes coding for cellulolytic GH enzymes derived from bacteria which are affiliated with the Fibrobacteres and, especially, the Bacteroidetes. The partial deficiency of these genes implies a potentially important limitation in the biogas fermenter with regard to the initial hydrolysis of biomass. Based on these findings, we speculate that increasing the members of Bacteroidetes and Fibrobacteres in biogas fermenters will most likely result in an increased hydrolytic performance.
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Affiliation(s)
- Simon Güllert
- />Department of Microbiology and Biotechnology, Biocenter Klein Flottbek, University of Hamburg, Ohnhorststr. 18, 22609 Hamburg, Germany
| | - Martin A. Fischer
- />Institute for General Microbiology, Christian Albrecht University Kiel, Kiel, Germany
| | - Dmitrij Turaev
- />CUBE-Division for Computational Systems Biology, Dept. of Microbiology and Ecosystem Science, University of Vienna, Althanstr. 14, Vienna, Austria
| | - Britta Noebauer
- />CUBE-Division for Computational Systems Biology, Dept. of Microbiology and Ecosystem Science, University of Vienna, Althanstr. 14, Vienna, Austria
| | - Nele Ilmberger
- />Department of Microbiology and Biotechnology, Biocenter Klein Flottbek, University of Hamburg, Ohnhorststr. 18, 22609 Hamburg, Germany
| | - Bernd Wemheuer
- />Institute of Microbiology and Genetics, Georg-August-University Göttingen, Grisebachstr. 8, Göttingen, Germany
| | - Malik Alawi
- />Bioinformatics Core, University Medical Center Hamburg-Eppendorf, Martinistr. 52, Hamburg, Germany
- />Heinrich Pette Institute, Leibniz Institute for Experimental Virology, Martinistr. 52, Hamburg, Germany
| | - Thomas Rattei
- />CUBE-Division for Computational Systems Biology, Dept. of Microbiology and Ecosystem Science, University of Vienna, Althanstr. 14, Vienna, Austria
| | - Rolf Daniel
- />Institute of Microbiology and Genetics, Georg-August-University Göttingen, Grisebachstr. 8, Göttingen, Germany
| | - Ruth A. Schmitz
- />Institute for General Microbiology, Christian Albrecht University Kiel, Kiel, Germany
| | - Adam Grundhoff
- />Heinrich Pette Institute, Leibniz Institute for Experimental Virology, Martinistr. 52, Hamburg, Germany
| | - Wolfgang R. Streit
- />Department of Microbiology and Biotechnology, Biocenter Klein Flottbek, University of Hamburg, Ohnhorststr. 18, 22609 Hamburg, Germany
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Dhar H, Kasana RC, Dutt S, Gulati A. Cloning and expression of low temperature active endoglucanase EG5C from Paenibacillus sp. IHB B 3084. Int J Biol Macromol 2015; 81:259-66. [DOI: 10.1016/j.ijbiomac.2015.07.060] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2015] [Revised: 07/25/2015] [Accepted: 07/28/2015] [Indexed: 10/23/2022]
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Kalvelage T, Lavik G, Jensen MM, Revsbech NP, Löscher C, Schunck H, Desai DK, Hauss H, Kiko R, Holtappels M, LaRoche J, Schmitz RA, Graco MI, Kuypers MMM. Aerobic Microbial Respiration In Oceanic Oxygen Minimum Zones. PLoS One 2015; 10:e0133526. [PMID: 26192623 PMCID: PMC4507870 DOI: 10.1371/journal.pone.0133526] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2015] [Accepted: 06/29/2015] [Indexed: 11/18/2022] Open
Abstract
Oxygen minimum zones are major sites of fixed nitrogen loss in the ocean. Recent studies have highlighted the importance of anaerobic ammonium oxidation, anammox, in pelagic nitrogen removal. Sources of ammonium for the anammox reaction, however, remain controversial, as heterotrophic denitrification and alternative anaerobic pathways of organic matter remineralization cannot account for the ammonium requirements of reported anammox rates. Here, we explore the significance of microaerobic respiration as a source of ammonium during organic matter degradation in the oxygen-deficient waters off Namibia and Peru. Experiments with additions of double-labelled oxygen revealed high aerobic activity in the upper OMZs, likely controlled by surface organic matter export. Consistently observed oxygen consumption in samples retrieved throughout the lower OMZs hints at efficient exploitation of vertically and laterally advected, oxygenated waters in this zone by aerobic microorganisms. In accordance, metagenomic and metatranscriptomic analyses identified genes encoding for aerobic terminal oxidases and demonstrated their expression by diverse microbial communities, even in virtually anoxic waters. Our results suggest that microaerobic respiration is a major mode of organic matter remineralization and source of ammonium (~45-100%) in the upper oxygen minimum zones, and reconcile hitherto observed mismatches between ammonium producing and consuming processes therein.
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Affiliation(s)
- Tim Kalvelage
- Biogeochemistry Department, Max Planck Institute for Marine Microbiology, Bremen, Germany
- * E-mail:
| | - Gaute Lavik
- Biogeochemistry Department, Max Planck Institute for Marine Microbiology, Bremen, Germany
| | - Marlene M. Jensen
- Biogeochemistry Department, Max Planck Institute for Marine Microbiology, Bremen, Germany
| | | | - Carolin Löscher
- Institute for General Microbiology, Christian Albrechts University Kiel, Kiel, Germany
| | - Harald Schunck
- Institute for General Microbiology, Christian Albrechts University Kiel, Kiel, Germany
- GEOMAR Helmholtz Centre for Ocean Research Kiel, Kiel, Germany
| | - Dhwani K. Desai
- GEOMAR Helmholtz Centre for Ocean Research Kiel, Kiel, Germany
| | - Helena Hauss
- GEOMAR Helmholtz Centre for Ocean Research Kiel, Kiel, Germany
| | - Rainer Kiko
- GEOMAR Helmholtz Centre for Ocean Research Kiel, Kiel, Germany
| | - Moritz Holtappels
- Biogeochemistry Department, Max Planck Institute for Marine Microbiology, Bremen, Germany
| | - Julie LaRoche
- GEOMAR Helmholtz Centre for Ocean Research Kiel, Kiel, Germany
| | - Ruth A. Schmitz
- Institute for General Microbiology, Christian Albrechts University Kiel, Kiel, Germany
| | - Michelle I. Graco
- Dirección de Investigaciones Oceanográficas, Instituto del Mar del Perú, Lima, Peru
| | - Marcel M. M. Kuypers
- Biogeochemistry Department, Max Planck Institute for Marine Microbiology, Bremen, Germany
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Metagenomic cellulases highly tolerant towards the presence of ionic liquids—linking thermostability and halotolerance. Appl Microbiol Biotechnol 2011; 95:135-46. [DOI: 10.1007/s00253-011-3732-2] [Citation(s) in RCA: 54] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2011] [Revised: 10/30/2011] [Accepted: 11/15/2011] [Indexed: 10/15/2022]
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