title: Proteotyping of laboratory-scale biogas plants reveals multiple steady-states in community composition.
abstract: Complex microbial communities are the functional core of anaerobic digestion processes taking place in biogas plants (BGP). So far, however, a comprehensive characterization of the microbiomes involved in methane formation is technically challenging. As an alternative, enriched communities from laboratory-scale experiments can be investigated that have a reduced number of organisms and are easier to characterize by state of the art mass spectrometric-based (MS) metaproteomic workflows. Six parallel laboratory digesters were inoculated with sludge from a full-scale BGP to study the development of enriched microbial communities under defined conditions. During the first three month of cultivation, all reactors (R1-R6) were functionally comparable regarding biogas productions (375-625 NL Lreactor volume-1d-1), methane yields (50-60%), pH values (7.1-7.3), and volatile fatty acids (VFA, <5 mM). Nevertheless, a clear impact of the temperature (R3, R4) and ammonia (R5, R6) shifts was observed for the respective reactors. In both reactors operated under thermophilic regime, acetic and propionic acid (10-20 mM) began to accumulate. While R4 recovered quickly from acidification, the levels of VFA remained to be high in R3 resulting in low pH values of 6.5-6.9. The digesters R5 and R6 operated under the high ammonia regime (>1 gNH3L-1) showed an increase to pH 7.5-8.0, accumulation of acetate (>10 mM), and decreasing biogas production (<125 NL Lreactor volume-1d-1). Tandem MS (MS/MS)-based proteotyping allowed the identification of taxonomic abundances and biological processes. Although all reactors showed similar performances, proteotyping and terminal restriction fragment length polymorphisms (T-RFLP) fingerprinting revealed significant differences in the composition of individual microbial communities, indicating multiple steady-states. Furthermore, cellulolytic enzymes and cellulosomal proteins of Clostridium thermocellum were identified to be specific markers for the thermophilic reactors (R3, R4). Metaproteins found in R3 indicated hydrogenothrophic methanogenesis, whereas metaproteins of acetoclastic methanogenesis were identified in R4. This suggests not only an individual evolution of microbial communities even for the case that BGPs are started at the same initial conditions under well controlled environmental conditions, but also a high compositional variance of microbiomes under extreme conditions.
authors.affiliation: Otto von Guericke University, Bioprocess Engineering, Universitätsplatz 2, 39106 Magdeburg, Germany.
authors.forename: F
authors.initials: F
authors.lastname: Kohrs
authors.affiliation: Otto von Guericke University, Bioprocess Engineering, Universitätsplatz 2, 39106 Magdeburg, Germany.
authors.forename: R
authors.initials: R
authors.lastname: Heyer
authors.affiliation: Max Planck Institute for Dynamics of Complex Technical Systems, Bioprocess Engineering, Sandtorstraße 1, 39106 Magdeburg, Germany.
authors.forename: T
authors.initials: T
authors.lastname: Bissinger
authors.affiliation: Max Planck Institute for Dynamics of Complex Technical Systems, Bioprocess Engineering, Sandtorstraße 1, 39106 Magdeburg, Germany.
authors.forename: R
authors.initials: R
authors.lastname: Kottler
authors.affiliation: Otto von Guericke University, Bioprocess Engineering, Universitätsplatz 2, 39106 Magdeburg, Germany.
authors.forename: K
authors.initials: K
authors.lastname: Schallert
authors.affiliation: Otto von Guericke University, Bioprocess Engineering, Universitätsplatz 2, 39106 Magdeburg, Germany.
authors.forename: S
authors.initials: S
authors.lastname: Püttker
authors.affiliation: glyXera GmbH, Leipziger Strasse 44 (Zenit Building), 39120 Magdeburg, Germany.
authors.forename: A
authors.initials: A
authors.lastname: Behne
authors.affiliation: Max Planck Institute for Dynamics of Complex Technical Systems, Bioprocess Engineering, Sandtorstraße 1, 39106 Magdeburg, Germany; glyXera GmbH, Leipziger Strasse 44 (Zenit Building), 39120 Magdeburg, Germany.
authors.forename: E
authors.initials: E
authors.lastname: Rapp
authors.affiliation: Otto von Guericke University, Bioprocess Engineering, Universitätsplatz 2, 39106 Magdeburg, Germany. Electronic address: benndorf@mpi-magdeburg.mpg.de.
authors.forename: D
authors.initials: D
authors.lastname: Benndorf
authors.affiliation: Otto von Guericke University, Bioprocess Engineering, Universitätsplatz 2, 39106 Magdeburg, Germany; Max Planck Institute for Dynamics of Complex Technical Systems, Bioprocess Engineering, Sandtorstraße 1, 39106 Magdeburg, Germany.
authors.forename: U
authors.initials: U
authors.lastname: Reichl
mesh_terms: D000641:Ammonia / Q000032:analysis; D000693:Anaerobiosis; D056804:Biofuels / Q000032:analysis; D019149:Bioreactors; D016000:Cluster Analysis; D005232:Fatty Acids, Volatile / Q000032:analysis; D056186:Metagenomics / Q000379:methods; D008697:Methane / Q000096:biosynthesis; D064307:Microbiota; D010944:Plants / Q000378:metabolism* / Q000382:microbiology*; D040901:Proteomics / Q000379:methods; D053719:Tandem Mass Spectrometry; D013696:Temperature
chemical_list: D056804:Biofuels; D005232:Fatty Acids, Volatile; D000641:Ammonia; D008697:Methane
keywords: Anaerobic digestion; Community profiling; Laboratory-scale biogas plant; MetaProteomeAnalyzer; Metaproteomics; Proteotyping