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Ramirez LYA, Angell IL, Nilsen T, Rudi K. Delayed Shift in Microbiota Composition in a Marine Microcosm Pollution Experiment. Curr Microbiol 2024; 81:365. [PMID: 39292287 PMCID: PMC11410848 DOI: 10.1007/s00284-024-03869-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2024] [Accepted: 08/21/2024] [Indexed: 09/19/2024]
Abstract
Benthic habitats are the largest habitats on Earth, being essential for marine ecosystem functioning. Benthic habitats are particularly vulnerable towards pollution and anthropogenetic influence due to general oligotrophic nature. We, therefore, simulated pollution events involving nitrate and sulphate, in combination with organic carbon. We then observed the microbiota composition the following month. Surprisingly, upon nitrate addition, an abrupt response was observed between two and three weeks after the pollution event. We observed a threefold reduction in species richness, with a dominance of the genus Pseudarchobacter within the Campylobacteriota phylum, concurring with a decrease in nitrification potential and an increase in Dissimilatory Nitrate Reduction to Ammonium (DNRA) and a regain in denitrification. Likewise, addition of sulphate contributed to a delayed response with reduction in species richness albeit weaker than for nitrate, leading to a shift towards potential spore-forming Firmicutes. There was also an increase in DNRA, but only for the oxic conditions, concurring with a regain in sulphate reductio and denitrification. For the nitrate addition experiments, the delay in response could potentially be attributed to the genus Pseudarchobacter which rely on sulphides for denitrification, while for the sulphate addition experiments, the delayed response might be explained by the germination of spores. The late increase of DNRA may indicate a shift towards a different metabolic regime for nitrogen. In conclusion, our microcosm experiments revealed delayed abrupt microbiota shifts resembling tipping points that can potentially be overlooked in natural ecosystems.
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Affiliation(s)
- Luis Yndy Ariem Ramirez
- Faculty of Chemistry, Biotechnology and Food Science, University of Life Sciences, Ås, Norway
| | - Inga Leena Angell
- Faculty of Chemistry, Biotechnology and Food Science, University of Life Sciences, Ås, Norway
| | - Tonje Nilsen
- Faculty of Chemistry, Biotechnology and Food Science, University of Life Sciences, Ås, Norway
| | - Knut Rudi
- Faculty of Chemistry, Biotechnology and Food Science, University of Life Sciences, Ås, Norway.
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2
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Nilsen T, Snipen LG, Angell IL, Keeley NB, Majaneva S, Pettersen R, Rudi K. Swarm and UNOISE outperform DADA2 and Deblur for denoising high-diversity marine seafloor samples. ISME COMMUNICATIONS 2024; 4:ycae071. [PMID: 38873028 PMCID: PMC11170925 DOI: 10.1093/ismeco/ycae071] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Revised: 04/09/2024] [Accepted: 05/08/2024] [Indexed: 06/15/2024]
Abstract
The performance of sequence variant resolution analytic tools for metabarcoding has not yet been adequately benchmarked for high-diversity environmental samples. We therefore evaluated the sequence variant tools DADA2, Deblur, Swarm, and UNOISE, using high-diversity seafloor samples, resulting in comparisons of 1800 sequence variant tables. The evaluation was based on 30 sediment grab samples, for which 3 replica samples were collected. Each replica sample was extracted using 5 common DNA extraction kits, resulting in 450 DNA extracts which were 16S rRNA gene sequenced (V3-V4), using Illumina. Assessments included variation across replica samples, extraction kits, and denoising methods, in addition to applying prior knowledge about alpha diversity correlations toward the cosmopolitan marine archaeon Nitrosopumilus with high diversity and the sulfide oxidizing Sulfurovum with low diversity. DADA2 displayed the highest variance between replicates (Manhattan distance 1.14), while Swarm showed the lowest variance (Manhattan distance 0.93). For the analysis based on prior biological knowledge, UNOISE displayed the highest alpha diversity (Simpson's D) correlation toward Nitrosopumilus (Spearman rho = 0.85), while DADA2 showed the lowest (Spearman rho = 0.10). Deblur completely eliminated Nitrosopumilus from the dataset. For Sulfurovum, on the other hand, all the methods showed comparable results. In conclusion, our evaluations show that Swarm and UNOISE performed better than DADA2 and Deblur for high-diversity seafloor samples.
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Affiliation(s)
- Tonje Nilsen
- Faculty of Chemistry, Biotechnology and Food Science (KBM), Norwegian University of Life Sciences (NMBU), Chr. M. Falsensvei 18, Biotechnology Building, 1432 Ås, Norway
| | - Lars-Gustav Snipen
- Faculty of Chemistry, Biotechnology and Food Science (KBM), Norwegian University of Life Sciences (NMBU), Chr. M. Falsensvei 18, Biotechnology Building, 1432 Ås, Norway
| | - Inga Leena Angell
- Faculty of Chemistry, Biotechnology and Food Science (KBM), Norwegian University of Life Sciences (NMBU), Chr. M. Falsensvei 18, Biotechnology Building, 1432 Ås, Norway
| | - Nigel Brian Keeley
- Institute of Marine Research, Dept. Tromso, P.O. Box 6606, Stakkevollan, 9296 Tromsø, Norway
| | - Sanna Majaneva
- Akvaplan-niva, Framsenteret, P.O. Box 6606, Stakkevollan, 9296 Tromsø, Norway
| | - Ragnhild Pettersen
- Akvaplan-niva, Framsenteret, P.O. Box 6606, Stakkevollan, 9296 Tromsø, Norway
| | - Knut Rudi
- Faculty of Chemistry, Biotechnology and Food Science (KBM), Norwegian University of Life Sciences (NMBU), Chr. M. Falsensvei 18, Biotechnology Building, 1432 Ås, Norway
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Villard D, Nesbø Goa IA, Leena Angell I, Eikaas S, Saltnes T, Johansen W, Rudi K. Spatiotemporal succession of phosphorous accumulating biofilms during the first year of establishment. WATER SCIENCE AND TECHNOLOGY : A JOURNAL OF THE INTERNATIONAL ASSOCIATION ON WATER POLLUTION RESEARCH 2023; 88:381-391. [PMID: 37522440 PMCID: wst_2023_214 DOI: 10.2166/wst.2023.214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/01/2023]
Abstract
Many wastewater treatment plants are dependent on the utilization of microorganisms in biofilms. Our knowledge about the establishment of these biofilms is limited, particular with respect to biofilms involved in enhanced biological phosphorus removal (EBPR). These biofilms rely on polyphosphate-accumulating organisms (PAOs), requiring alternating oxic and anaerobic conditions for phosphorous uptake. This challenge has been solved using the Hias process, which combines moving-bed biofilm-reactor (MBBR) technology with physical transfer of biofilm-carriers from oxic to anaerobic zones. We combined biofilm fractionation with temporal analyses to unveil the establishment in the Hias process. A stable phosphorous removal efficiency of >95% was reached within 16 weeks of operation. Phosphorus removal, however, was not correlated with the establishment of known PAOs. The biofilms seemed associated with an outer microbiota layer with rapid turnover and an inner layer with a slow expansion. The inner layer showed an overrepresentation of known PAOs. In conclusion, our spatiotemporal analyses of phosphorous accumulating biofilm establishment lead to a new model for biofilm growth, while the mechanisms for phosphorous removal remain largely unresolved.
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Affiliation(s)
- Didrik Villard
- Department of Biotechnology, Inland Norway University of Applied Sciences, Hamar, Norway E-mail:
| | - Inger Andrea Nesbø Goa
- Faculty of Chemistry, Biotechnology and Food Science, University of Life Sciences, Ås, Norway
| | - Inga Leena Angell
- Faculty of Chemistry, Biotechnology and Food Science, University of Life Sciences, Ås, Norway
| | | | - Torgeir Saltnes
- Hias, Ottestad, Hamar, Norway; Hias How2O, Ottestad, Hamar, Norway
| | - Wenche Johansen
- Department of Biotechnology, Inland Norway University of Applied Sciences, Hamar, Norway
| | - Knut Rudi
- Department of Biotechnology, Inland Norway University of Applied Sciences, Hamar, Norway; Faculty of Chemistry, Biotechnology and Food Science, University of Life Sciences, Ås, Norway
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4
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Pettersen R, Ormaasen I, Angell IL, Keeley NB, Lindseth A, Snipen L, Rudi K. Bimodal distribution of seafloor microbiota diversity and function are associated with marine aquaculture. Mar Genomics 2022; 66:100991. [PMID: 36116403 DOI: 10.1016/j.margen.2022.100991] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2022] [Revised: 09/06/2022] [Accepted: 09/07/2022] [Indexed: 12/01/2022]
Abstract
The aim of the current work was to investigate the impact of marine aquaculture on seafloor biogeochemistry and diversity from pristine environments in the northern part of Norway. Our analytical approach included analyses of 182 samples from 16 aquaculture sites using 16S and 18S rRNA, shotgun analyses, visual examination of macro-organisms, in addition to chemical measurements. We observed a clear bimodal distribution of the prokaryote composition and richness, determined by analyses of 16S rRNA gene operational taxonomic units (OTUs). The high OTU richness cluster was associated with non-perturbed environments and farness from the aquaculture sites, while the low OTU richness cluster was associated with perturbed environments and proximity to the aquaculture sites. Similar patterns were also observed for eukaryotes using 18S rRNA gene analyses and visual examination, but without a bimodal distribution of OTU richness. Shotgun sequencing showed the archaeum Nitrosopumilus as dominant for the high OTU richness cluster, and the epsilon protobacterium Sulfurovum as dominant for the low OTU richness cluster. Metabolic reconstruction of Nitrosopumilus indicates nitrification as the main metabolic pathway. Sulfurovum, on the other hand, was associated with sulfur oxidation and denitrification. Changes in nitrogen and sulfur metabolism is proposed as a potential explanation for the difference between the high and low OTU richness clusters. In conclusion, these findings suggest that pollution from elevated loads of organic waste drives the microbiota towards a complete alteration of respiratory routes and species composition, in addition to a collapse in prokaryote OTU richness.
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Affiliation(s)
| | - I Ormaasen
- Norwegian University of Life Sciences, Ås, Norway
| | - I L Angell
- Norwegian University of Life Sciences, Ås, Norway
| | - N B Keeley
- Institute of Marine Research, Tromsø, Norway
| | | | - L Snipen
- Norwegian University of Life Sciences, Ås, Norway
| | - K Rudi
- Norwegian University of Life Sciences, Ås, Norway.
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Tian L, Wang L. Multi-omics analysis reveals structure and function of biofilm microbial communities in a pre-denitrification biofilter. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 757:143908. [PMID: 33316516 DOI: 10.1016/j.scitotenv.2020.143908] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Revised: 11/16/2020] [Accepted: 11/17/2020] [Indexed: 06/12/2023]
Abstract
The highly complex microbial communities in biofilm play crucial roles in the pollutant removal performance of wastewater treatment plants (WWTPs). In the present study, using multi-omics analysis, we studied microbial structure, key enzymes, functional traits, and key metabolic pathways of pre-denitrification biofilter in an urban WWTP in China. The analysis results of metagenomic and metaproteomic showed that Betaproteobacteria and Flavobacteriia were dominant in biofilms. The integrated metagenomic and metaproteomic data showed that the expression of nitrogen metabolism genes was high, and the high proportion of denitrification module indicating that denitrification was the main nitrogen removal pathway. The most abundant denitrifying bacterial genera were: Dechloromonas, Acidovorax, Bosea, Polaromonas, and Chryseobacterium. And microorganisms with denitrification potential may not be able to denitrify in the actual operation of the filter. The integrated analysis of metaproteomic and metabolomic showed that there was a correlation between biofilm microorganisms and metabolites. Metabolomic analysis indicated that metabolic profiles of biofilms varied with layer height. This study provides the first detailed microbial communities and metabolic profiles in a full-scale pre-denitrification biofilter and clarifies the mechanism of denitrification.
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Affiliation(s)
- Lu Tian
- College of Environmental Science and Engineering, Ocean University of China, Qingdao 266100, China
| | - Lin Wang
- College of Environmental Science and Engineering, Ocean University of China, Qingdao 266100, China.
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Arnesen H, Hitch TCA, Steppeler C, Müller MHB, Knutsen LE, Gunnes G, Angell IL, Ormaasen I, Rudi K, Paulsen JE, Clavel T, Carlsen H, Boysen P. Naturalizing laboratory mice by housing in a farmyard-type habitat confers protection against colorectal carcinogenesis. Gut Microbes 2021; 13:1993581. [PMID: 34751603 PMCID: PMC8583187 DOI: 10.1080/19490976.2021.1993581] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/20/2021] [Revised: 09/27/2021] [Accepted: 10/08/2021] [Indexed: 02/04/2023] Open
Abstract
Living in a farm environment in proximity to animals is associated with reduced risk of developing allergies and asthma, and has been suggested to protect against other diseases, such as inflammatory bowel disease and cancer. Despite epidemiological evidence, experimental disease models that recapitulate such environments are needed to understand the underlying mechanisms. In this study, we show that feralizing conventional inbred mice by continuous exposure to a livestock farmyard-type environment conferred protection toward colorectal carcinogenesis. Two independent experimental approaches for colorectal cancer induction were used; spontaneous (Apc Min/+ mice on an A/J background) or chemical (AOM/DSS). In contrast to conventionally reared laboratory mice, the feralized mouse gut microbiota structure remained stable and resistant to mutagen- and colitis-induced neoplasia. Moreover, the feralized mice exhibited signs of a more mature immunophenotype, indicated by increased expression of NK and T-cell maturation markers, and a more potent IFN-γ response to stimuli. In our study, hygienically born and raised mice subsequently feralized post-weaning were protected to a similar level as life-long exposed mice, although the greatest effect was seen upon neonatal exposure. Collectively, we show protective implications of a farmyard-type environment on colorectal cancer development and demonstrate the utility of a novel animal modeling approach that recapitulates realistic disease responses in a naturalized mammal.
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Affiliation(s)
- Henriette Arnesen
- Department of Preclinical Sciences and Pathology, Faculty of Veterinary Medicine, Norwegian University of Life Sciences (NMBU), Aas, Norway
- Faculty of Chemistry, Biotechnology and Food Science, Norwegian University of Life Sciences (NMBU), Norway
| | - Thomas C A Hitch
- Functional Microbiome Research Group, Institute of Medical Microbiology, University Hospital of RWTH Aachen, Aachen, Germany
| | - Christina Steppeler
- Department of Paraclinical Sciences, Faculty of Veterinary Medicine, Norwegian University of Life Sciences (NMBU), Aas, Oslo, Norway
| | - Mette Helen Bjørge Müller
- Department of Paraclinical Sciences, Faculty of Veterinary Medicine, Norwegian University of Life Sciences (NMBU), Aas, Oslo, Norway
| | - Linn Emilie Knutsen
- Department of Preclinical Sciences and Pathology, Faculty of Veterinary Medicine, Norwegian University of Life Sciences (NMBU), Aas, Norway
| | - Gjermund Gunnes
- Department of Preclinical Sciences and Pathology, Faculty of Veterinary Medicine, Norwegian University of Life Sciences (NMBU), Aas, Norway
| | - Inga Leena Angell
- Faculty of Chemistry, Biotechnology and Food Science, Norwegian University of Life Sciences (NMBU), Norway
| | - Ida Ormaasen
- Faculty of Chemistry, Biotechnology and Food Science, Norwegian University of Life Sciences (NMBU), Norway
| | - Knut Rudi
- Faculty of Chemistry, Biotechnology and Food Science, Norwegian University of Life Sciences (NMBU), Norway
| | - Jan Erik Paulsen
- Department of Paraclinical Sciences, Faculty of Veterinary Medicine, Norwegian University of Life Sciences (NMBU), Aas, Oslo, Norway
| | - Thomas Clavel
- Functional Microbiome Research Group, Institute of Medical Microbiology, University Hospital of RWTH Aachen, Aachen, Germany
| | - Harald Carlsen
- Faculty of Chemistry, Biotechnology and Food Science, Norwegian University of Life Sciences (NMBU), Norway
| | - Preben Boysen
- Department of Preclinical Sciences and Pathology, Faculty of Veterinary Medicine, Norwegian University of Life Sciences (NMBU), Aas, Norway
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Angell IL, Bergaust L, Hanssen JF, Aasen EM, Rudi K. Ecological Processes Affecting Long-Term Eukaryote and Prokaryote Biofilm Persistence in Nitrogen Removal from Sewage. Genes (Basel) 2020; 11:genes11040449. [PMID: 32326022 PMCID: PMC7230490 DOI: 10.3390/genes11040449] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2020] [Revised: 04/14/2020] [Accepted: 04/15/2020] [Indexed: 12/22/2022] Open
Abstract
The factors affecting long-term biofilm stability in sewage treatment remain largely unexplored. We therefore analyzed moving bed bioreactors (MBBRs) biofilm composition and function two years apart from four reactors in a nitrogen-removal sewage treatment plant. Multivariate ANOVA revealed a similar prokaryote microbiota composition on biofilm carriers from the same reactors, where reactor explained 84.6% of the variance, and year only explained 1.5%. Eukaryotes showed a less similar composition with reactor explaining 56.8% of the variance and year 9.4%. Downstream effects were also more pronounced for eukaryotes than prokaryotes. For prokaryotes, carbon source emerged as a potential factor for deterministic assembly. In the two reactors with methanol as a carbon source, the bacterial genus Methylotenera dominated, with M. versatilis as the most abundant species. M. versatilis showed large lineage diversity. The lineages mainly differed with respect to potential terminal electron acceptor usage (nitrogen oxides and oxygen). Searches in the Sequence Read Archive (SRA) database indicate a global distribution of the M. versatilis strains, with methane-containing sediments as the main habitat. Taken together, our results support long-term prokaryote biofilm persistence, while eukaryotes were less persistent.
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Wilson R, Østbye K, Angell IL, Rudi K. Association between diet and rumen microbiota in wild roe deer. FEMS Microbiol Lett 2020; 366:5420477. [PMID: 30915473 DOI: 10.1093/femsle/fnz060] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2019] [Accepted: 03/20/2019] [Indexed: 12/24/2022] Open
Abstract
The association between diet and the rumen microbiota for wild animals remains largely unexplored. Here, we explored this association using a combination of 16S rRNA gene sequencing to determine the prokaryote microbiota and 18S rRNA gene sequencing to determine the dietary components for wild roe deer. These analyses revealed a wide diversity of dietary components, with over-representation of Bacteroidetes for the diet-correlating bacteria. Ruminococcus, on the other hand, dominated the stable diet-independent part of the microbiota. Taken together, the combination of 16S and 18S rRNA gene analyses provide novel insight into rumen microbiota ecology.
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Affiliation(s)
- Robert Wilson
- Department of Biotechnology, Faculty of Applied Ecology, Agricultural Sciences & Biotechnology, Inland Norway University of Applied Sciences, 2318 Hamar, Norway
| | - Kjartan Østbye
- Department of Forestry and Wildlife Management, Faculty of Applied Ecology, Agricultural Sciences & Biotechnology, Inland Norway University of Applied Sciences, 2480 Koppang, Norway.,Department of Biosciences, Centre for Ecological and Evolutionary Synthesis (CEES), University of Oslo, 0316 Oslo, Norway
| | - Inga Leena Angell
- Faculty of Chemistry, Biotechnology and Food Sciences, Norwegian University of Life Sciences, 1430 Ås, Norway
| | - Knut Rudi
- Department of Biotechnology, Faculty of Applied Ecology, Agricultural Sciences & Biotechnology, Inland Norway University of Applied Sciences, 2318 Hamar, Norway.,Faculty of Chemistry, Biotechnology and Food Sciences, Norwegian University of Life Sciences, 1430 Ås, Norway
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Tysnes KR, Angell IL, Fjellanger I, Larsen SD, Søfteland SR, Robertson LJ, Skancke E, Rudi K. Pre- and Post-Race Intestinal Microbiota in Long-Distance Sled Dogs and Associations with Performance. Animals (Basel) 2020; 10:ani10020204. [PMID: 31991779 PMCID: PMC7071093 DOI: 10.3390/ani10020204] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2019] [Revised: 01/19/2020] [Accepted: 01/20/2020] [Indexed: 12/27/2022] Open
Abstract
Simple Summary The impact of the gut microbiota on endurance performance remains unresolved. Here, we present an association between endurance performance and gut microbiota dysbiosis in sled dogs. We present evidence that normobiosis-associated bacteria prevent the outgrowth of dysbiosis-associated bacteria during the race. Abstract Although our understanding of the role of the gut microbiota in different diseases is improving, our knowledge regarding how the gut microbiota affects functioning in healthy individuals is still limited. Here, we hypothesize that the gut microbiota could be associated with sled dog endurance-race performance. We investigated the gut microbiota in 166 fecal samples from 96 Alaskan Huskies, representing 16 teams participating in the 2016 Femund Race (400 km) in Norway, relating the microbiota composition to performance and metadata derived from questionnaires. For 16S rRNA gene sequencing-derived compositional data, we found a strong negative association between Enterobacteriaceae (dysbiosis-associated) and Clostridium hiranonis (normobiosis-associated). The teams with the best performances showed both the lowest levels of dysbiosis-associated bacteria prior to the race and the lowest change (decrease) in these bacteria after the race. Taken together, our results support the hypothesis that normobiosis-associated bacteria are involved in resilience mechanisms, potentially preventing growth of Enterobacteriaceae during the race.
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Affiliation(s)
- Kristoffer Relling Tysnes
- Department of Paraclinical Sciences, Faculty of Veterinary Medicine, Norwegian University of Life Sciences, P.B. 369 Sentrum, 0102 Oslo, Norway; (K.R.T.); (I.F.); (S.D.L.); (S.R.S.); (L.J.R.)
| | - Inga Leena Angell
- Department of Chemistry, Biotechnology and Food science (IKBM), Norwegian University of Life Sciences, 1430, Box 5003 Ås, Norway;
| | - Iselin Fjellanger
- Department of Paraclinical Sciences, Faculty of Veterinary Medicine, Norwegian University of Life Sciences, P.B. 369 Sentrum, 0102 Oslo, Norway; (K.R.T.); (I.F.); (S.D.L.); (S.R.S.); (L.J.R.)
| | - Sigrid Drageset Larsen
- Department of Paraclinical Sciences, Faculty of Veterinary Medicine, Norwegian University of Life Sciences, P.B. 369 Sentrum, 0102 Oslo, Norway; (K.R.T.); (I.F.); (S.D.L.); (S.R.S.); (L.J.R.)
| | - Silje Rebekka Søfteland
- Department of Paraclinical Sciences, Faculty of Veterinary Medicine, Norwegian University of Life Sciences, P.B. 369 Sentrum, 0102 Oslo, Norway; (K.R.T.); (I.F.); (S.D.L.); (S.R.S.); (L.J.R.)
| | - Lucy J. Robertson
- Department of Paraclinical Sciences, Faculty of Veterinary Medicine, Norwegian University of Life Sciences, P.B. 369 Sentrum, 0102 Oslo, Norway; (K.R.T.); (I.F.); (S.D.L.); (S.R.S.); (L.J.R.)
| | - Ellen Skancke
- Department of Companion Animal Clinical Sciences (SportFaMed), Faculty of Veterinary Medicine, Norwegian University of Life Sciences, 0102 Oslo, Norway;
| | - Knut Rudi
- Department of Chemistry, Biotechnology and Food science (IKBM), Norwegian University of Life Sciences, 1430, Box 5003 Ås, Norway;
- Correspondence:
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Rudi K, Goa IA, Saltnes T, Sørensen G, Angell IL, Eikås S. Microbial ecological processes in MBBR biofilms for biological phosphorus removal from wastewater. WATER SCIENCE AND TECHNOLOGY : A JOURNAL OF THE INTERNATIONAL ASSOCIATION ON WATER POLLUTION RESEARCH 2019; 79:1467-1473. [PMID: 31169504 DOI: 10.2166/wst.2019.149] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Phosphorus is both a major environmental pollutant and a limiting resource. Although enhanced biological phosphorus removal (EBPR) is used worldwide for phosphorus removal, the standard activated sludge-based EBPR process shows limitations with stability and efficiency. Recently, a new EBPR moving bed biofilm reactor (MBBR) process has been developed at HIAS (Hamar, Norway), enabling a phosphorus removal stability above 90% during a whole year cycle. To increase the knowledge of the HIAS (MBBR) process the aim of the current work was to characterize the MBBR microbiota and operational performance weekly for the operational year. Surprisingly, we found a major succession of the microbiota, with a five-fold increase in phosphorus accumulating organisms (PAOs), and major shifts in eukaryote composition, despite a stable phosphorus removal. Temperature was the only factor that significantly affected both phosphorus removal and the microbiota. There was a lower phosphor removal during the winter, coinciding with a higher microbiota alpha diversity, and a lower beta diversity. This differs from what is observed for activated sludge based EBPR. Taken together, the knowledge gained from the current microbiota study supports the efficiency and stability of MBBR-based systems, and that knowledge from activated sludge-based EBPR approaches cannot be translated to MBBR systems.
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Affiliation(s)
- Knut Rudi
- Faculty of Chemistry, Biotechnology and Food Science, Norwegian University of Life Sciences, 1432 Ås, Norway E-mail:
| | - Inger Andrea Goa
- Faculty of Chemistry, Biotechnology and Food Science, Norwegian University of Life Sciences, 1432 Ås, Norway E-mail:
| | | | | | - Inga Leena Angell
- Faculty of Chemistry, Biotechnology and Food Science, Norwegian University of Life Sciences, 1432 Ås, Norway E-mail:
| | - Sondre Eikås
- Hias, Sandvikavegen 136, 2312 Ottestad, 2306 Hamar, Norway
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