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Publications (10 of 33) Show all publications
Serrana, J. M., Nascimento, F. J. A., Dessirier, B., Broman, E. & Posselt, M. (2025). Environmental drivers of the resistome across the Baltic Sea. Microbiome, 13, Article ID 92.
Open this publication in new window or tab >>Environmental drivers of the resistome across the Baltic Sea
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2025 (English)In: Microbiome, E-ISSN 2049-2618, Vol. 13, article id 92Article in journal (Refereed) Published
Abstract [en]

Background  Antimicrobial resistance is a major global health concern, with the environment playing a key role in its emergence and spread. Understanding the relationships between environmental factors, microbial communities, and resistance mechanisms is vital for elucidating environmental resistome dynamics. In this study, we characterized the environmental resistome of the Baltic Sea and evaluated how environmental gradients and spatial variability, alongside its microbial communities and associated functional genes, influence resistome diversity and composition across geographic regions.

Results  We analyzed the metagenomes of benthic sediments from 59 monitoring stations across a 1,150 km distance of the Baltic Sea, revealing an environmental resistome comprised of predicted antimicrobial resistance genes (ARGs) associated with resistance against 26 antibiotic classes. We observed spatial variation in its resistance profile, with higher resistome diversity in the northern regions and a decline in the dead zones and the southern areas. The combined effects of salinity and temperature gradients, alongside nutrient availability, created a complex environmental landscape that shaped the diversity and distribution of the predicted ARGs. Salinity predominantly influenced microbial communities and predicted ARG composition, leading to clear distinctions between high-saline regions and those with lower to mid-level salinity. Furthermore, our analysis suggests that microbial community composition and mobile genetic elements might be crucial in shaping ARG diversity and composition.

Conclusions  We presented that salinity and temperature were identified as the primary environmental factors influencing resistome diversity and distribution across geographic regions, with nutrient availability further shaping these patterns in the Baltic Sea. Our study also highlighted the interplay between microbial communities, resistance, and associated functional genes in the benthic ecosystem, underscoring the potential role of microbial and mobile genetic element composition in ARG distribution. Understanding how environmental factors and microbial communities modulate environmental resistomes will help predict the impact of future environmental changes on resistance mechanisms in complex aquatic ecosystems.

Keywords
Antimicrobial resistance, Baltic sea, Benthic ecosystem, Microbiome, Resistome
National Category
Genetics and Genomics Ecology
Identifiers
urn:nbn:se:su:diva-242892 (URN)10.1186/s40168-025-02086-x (DOI)001460060900001 ()40189545 (PubMedID)2-s2.0-105003263303 (Scopus ID)
Available from: 2025-05-08 Created: 2025-05-08 Last updated: 2025-05-08Bibliographically approved
Maciute, A., Broman, E., Nascimento, F. J. A., Tesi, T., Yakushev, E., Wild, B., . . . Bonaglia, S. (2025). Environmental Gradients, Not Geographic Boundaries, Structure Meiofaunal Communities in Siberian Seas. Environmental DNA, 7(3), Article ID e70124.
Open this publication in new window or tab >>Environmental Gradients, Not Geographic Boundaries, Structure Meiofaunal Communities in Siberian Seas
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2025 (English)In: Environmental DNA, E-ISSN 2637-4943, Vol. 7, no 3, article id e70124Article in journal (Refereed) Published
Abstract [en]

Meiofauna (all invertebrates smaller than 1 mm) are not only sensitive to environmental changes but also contribute significantly to nutrient cycling and energy transfer to higher trophic levels. Despite their importance, meiofauna distribution and ecology in the Siberian seas remain understudied. Here, we employ sediment environmental DNA metabarcoding to characterize meiofauna diversity across the unexplored Siberian seas. We show that meiofauna community structure is primarily driven by river discharge and coastal erosion, which are heavily influenced by climate change, rather than geographical distinctions between the seas. We observed higher meiofauna diversity in nearshore areas where river plumes promoted colonizer nematode communities that are resilient to disturbances. Yet, their dominance may lead to decreased ecosystem stability in the future. This study provides a valuable baseline for meiofauna diversity in remote Siberian seas undergoing rapid environmental change, which will be useful for assessing the future direction and pace of benthic ecological trajectories.

Keywords
Arctic, benthic invertebrates, DNA, erosion, river discharge, sediment
National Category
Ecology
Identifiers
urn:nbn:se:su:diva-243922 (URN)10.1002/edn3.70124 (DOI)001494261000001 ()2-s2.0-105007080425 (Scopus ID)
Available from: 2025-06-10 Created: 2025-06-10 Last updated: 2025-08-28Bibliographically approved
Abdelgadir, M., Broman, E., Dinnétz, P., Olofsson, M. & Sjöling, S. (2025). Future increase of filamentous cyanobacteria in coastal Baltic Sea predicted by multiple realm models of marine, terrestrial, and climate change scenarios. Ecological Informatics, 92, Article ID 103439.
Open this publication in new window or tab >>Future increase of filamentous cyanobacteria in coastal Baltic Sea predicted by multiple realm models of marine, terrestrial, and climate change scenarios
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2025 (English)In: Ecological Informatics, ISSN 1574-9541, E-ISSN 1878-0512, Vol. 92, article id 103439Article in journal (Refereed) Published
Abstract [en]

Blooms of filamentous cyanobacteria regularly occur in the Baltic Sea during warm summer months. These blooms can be toxic and interfere with recreational activities. However, the underlying drivers of these events and how their distribution might change in response to future climate conditions remain poorly understood. To investigate this, we applied a multi-realm modeling approach that integrates environmental data from both marine and terrestrial systems, combined with climate projections, to predict future filamentous and nitrogen-fixing cyanobacterial distribution along Sweden's Baltic Sea coast. Our models identified several key factors significantly influencing bloom distribution: terrestrial temperature, precipitation during the wettest quarter, sea surface temperature, nitrate levels, and interactions between land-based and marine environmental variables. Our projections suggest an expansion of filamentous cyanobacteria in the northern Baltic Proper, Bothnian Sea, Bothnian Bay, and Arkona Basin driven by rising land temperatures by 2070, increasing sea surface temperatures by 2100, and declining salinity in specific basins. Overall, the results demonstrate that incorporating environmental data from both land and sea improves predictions of cyanobacterial distribution in coastal Baltic Sea regions. This multi-realm modeling strategy may also prove valuable for forecasting and managing harmful cyanobacterial blooms in other coastal areas experiencing similar environmental challenges.

Keywords
Cyanobacteria, Environmental change, Multi-realm, Omission rate, Prediction, Species distribution modeling
National Category
Ecology
Identifiers
urn:nbn:se:su:diva-247845 (URN)10.1016/j.ecoinf.2025.103439 (DOI)001585443900002 ()2-s2.0-105016798365 (Scopus ID)
Available from: 2025-10-08 Created: 2025-10-08 Last updated: 2026-05-05Bibliographically approved
Serrana, J. M., Dessirier, B., Nascimento, F. J., Broman, E. & Posselt, M. (2025). Microbial hydrocarbon degradation potential of the Baltic Sea ecosystem. Microbiome, 13, Article ID 204.
Open this publication in new window or tab >>Microbial hydrocarbon degradation potential of the Baltic Sea ecosystem
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2025 (English)In: Microbiome, E-ISSN 2049-2618, Vol. 13, article id 204Article in journal (Refereed) Published
Abstract [en]

Background  The Baltic Sea receives petroleum hydrocarbons from various point sources. The degradation of these contaminants in the environment is typically facilitated by a variety of microorganisms that possess a range of genes and metabolic functions related to the degradation of various hydrocarbon substrates. However, our understanding of natural attenuation and the microbial capacity to degrade these contaminants within the Baltic Sea ecosystem remains limited. In this study, we compiled metagenomes from the benthic and pelagic ecosystems across the Baltic Sea to identify microorganisms and characterize their genes and metabolic functions involved in the degradation of hydrocarbon compounds.

Results  Known hydrocarbon-degrading phyla, i.e., Pseudomonadota, Myxococcota A, Actinomycetota, and Desulfobacterota, were identified within the Baltic Sea metagenome-assembled genomes (MAGs). Notably, 80% of the MAGs exhibited multiple hydrocarbon degradation gene annotations (> 10 reads per kilobase million). Aerobic degradation was the predominant pathway for hydrocarbon degradation across environmental samples. Hydrocarbon degradation gene abundances varied among samples and Baltic Sea subbasins, with long-chain alkanes and dibenzothiophene compounds being the preferred substrates. Species richness and diversity of both benthic and pelagic microorganisms positively correlated with hydrocarbon degradation gene diversity, with the pelagic ecosystem exhibiting significantly higher richness and diversity compared to the benthic ecosystem. Additionally, the composition of the hydrocarbon degradation genes across the Baltic Sea subbasins was influenced by oil spill history, with areas that experienced higher spill volumes showing lower microbial diversity, suggesting potential enrichment of specific hydrocarbon degraders. Among the environmental factors assessed, depth played a significant role in shaping the composition of genes involved in hydrocarbon degradation within the Baltic Sea.

Conclusions  Using metagenomics, we profiled the native microorganisms associated with hydrocarbon degradation in the Baltic Sea. This knowledge will aid in understanding the natural capacities of microbial communities, potentially linked to the natural attenuation of hydrocarbon pollutants in the area. Insights into microbial degradation potential can enhance predictions of petroleum pollutant persistence and accumulation, support mitigation strategies for marine pollution, and reveal the ecological resilience of native microbial communities in marine ecosystems.

Keywords
Baltic Sea, Benthic sediments, Environmental microbiome, Hydrocarbon degradation, Metagenomics, Pelagic water
National Category
Oceanography, Hydrology and Water Resources Soil Science
Identifiers
urn:nbn:se:su:diva-249060 (URN)10.1186/s40168-025-02211-w (DOI)001595573100001 ()41094699 (PubMedID)2-s2.0-105018847937 (Scopus ID)
Available from: 2025-11-06 Created: 2025-11-06 Last updated: 2025-11-07Bibliographically approved
Broman, E., Olsson, M., Maciute, A., Donald, D., Humborg, C., Norkko, A., . . . Nascimento, F. J. A. (2024). Biotic interactions between benthic infauna and aerobic methanotrophs mediate methane fluxes from coastal sediments . The ISME Journal, 18(1), Article ID wrae013.
Open this publication in new window or tab >>Biotic interactions between benthic infauna and aerobic methanotrophs mediate methane fluxes from coastal sediments 
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2024 (English)In: The ISME Journal, ISSN 1751-7362, E-ISSN 1751-7370, Vol. 18, no 1, article id wrae013Article in journal (Refereed) Published
Abstract [en]

Coastal ecosystems dominate oceanic methane (CH4) emissions. However, there is limited knowledge about how biotic interactions between infauna and aerobic methanotrophs (i.e. CH4 oxidizing bacteria) drive the spatial–temporal dynamics of these emissions. Here, we investigated the role of meio- and macrofauna in mediating CH4 sediment–water fluxes and aerobic methanotrophic activity that can oxidize significant portions of CH4. We show that macrofauna increases CH4 fluxes by enhancing vertical solute transport through bioturbation, but this effect is somewhat offset by high meiofauna abundance. The increase in CH4 flux reduces CH4 pore-water availability, resulting in lower abundance and activity of aerobic methanotrophs, an effect that counterbalances the potential stimulation of these bacteria by higher oxygen flux to the sediment via bioturbation. These findings indicate that a larger than previously thought portion of CH4 emissions from coastal ecosystems is due to faunal activity and multiple complex interactions with methanotrophs. 

Keywords
Animals, Coastal, RNA, Methane oxidation, Climate change, Bioturbation
National Category
Ecology
Identifiers
urn:nbn:se:su:diva-226207 (URN)10.1093/ismejo/wrae013 (DOI)001185334000001 ()38366020 (PubMedID)2-s2.0-85188028745 (Scopus ID)
Available from: 2024-02-02 Created: 2024-02-02 Last updated: 2024-04-29Bibliographically approved
Seidel, L., Broman, E., Ståhle, M., Bergström, K., Forsman, A., Hylander, S., . . . Dopson, M. (2024). Climate change induces shifts in coastal Baltic Sea surface water microorganism stress and photosynthesis gene expression. Frontiers in Microbiology, 15, Article ID 1393538.
Open this publication in new window or tab >>Climate change induces shifts in coastal Baltic Sea surface water microorganism stress and photosynthesis gene expression
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2024 (English)In: Frontiers in Microbiology, E-ISSN 1664-302X, Vol. 15, article id 1393538Article in journal (Refereed) Published
Abstract [en]

The world’s oceans are challenged by climate change linked warming with typically highly populated coastal areas being particularly susceptible to these effects. Many studies of climate change on the marine environment use large, short-term temperature manipulations that neglect factors such as long-term adaptation and seasonal cycles. In this study, a Baltic Sea ‘heated’ bay influenced by thermal discharge since the 1970s from a nuclear reactor (in relation to an unaffected nearby ‘control’ bay) was used to investigate how elevated temperature impacts surface water microbial communities and activities. 16S rRNA gene amplicon based microbial diversity and population structure showed no difference in alpha diversity in surface water microbial communities, while the beta diversity showed a dissimilarity between the bays. Amplicon sequencing variant relative abundances between the bays showed statistically higher values for, e.g., Ilumatobacteraceae and Burkholderiaceae in the heated and control bays, respectively. RNA transcript-derived activities followed a similar pattern in alpha and beta diversity with no effect on Shannon’s H diversity but a significant difference in the beta diversity between the bays. The RNA data further showed more elevated transcript counts assigned to stress related genes in the heated bay that included heat shock protein genes dnaKJ, the co-chaperonin groS, and the nucleotide exchange factor heat shock protein grpE. The RNA data also showed elevated oxidative phosphorylation transcripts in the heated (e.g., atpHG) compared to control (e.g., atpAEFB) bay. Furthermore, genes related to photosynthesis had generally higher transcript numbers in the control bay, such as photosystem I (psaAC) and II genes (psbABCEH). These increased stress gene responses in the heated bay will likely have additional cascading effects on marine carbon cycling and ecosystem services.

Keywords
16S rRNA gene, marine, methanogenesis, methanotrophy, RNA transcripts, stress response
National Category
Microbiology
Identifiers
urn:nbn:se:su:diva-236064 (URN)10.3389/fmicb.2024.1393538 (DOI)001250820100001 ()2-s2.0-85196510627 (Scopus ID)
Available from: 2024-12-18 Created: 2024-12-18 Last updated: 2024-12-18Bibliographically approved
Hermans, M., Stranne, C., Broman, E., Sokolov, A., Roth, F., Nascimento, F. J. A., . . . Humborg, C. (2024). Ebullition dominates methane emissions in stratified coastal waters. Science of the Total Environment, 945, Article ID 174183.
Open this publication in new window or tab >>Ebullition dominates methane emissions in stratified coastal waters
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2024 (English)In: Science of the Total Environment, ISSN 0048-9697, E-ISSN 1879-1026, Vol. 945, article id 174183Article in journal (Refereed) Published
Abstract [en]

Coastal areas are an important source of methane (CH4). However, the exact origins of CH4 in the surface waters of coastal regions, which in turn drive sea-air emissions, remain uncertain. To gain a comprehensive understanding of the current and future climate change feedbacks, it is crucial to identify these CH4 sources and processes that regulate its formation and oxidation. This study investigated coastal CH4 dynamics by comparing water column data from six stations located in the brackish Tvärminne Archipelago, Baltic Sea. The sediment biogeochemistry and microbiology were further investigated at two stations (i.e., nearshore and offshore). These stations differed in terms of stratification, bottom water redox conditions, and organic matter loading. At the nearshore station, CH4 diffusion from the sediment into the water column was negligible, because nearly all CH4 was oxidized within the upper sediment column before reaching the sediment surface. On the other hand, at the offshore station, there was significant benthic diffusion of CH4, albeit the majority underwent oxidation before reaching the sediment-water interface, due to shoaling of the sulfate methane transition zone (SMTZ). The potential contribution of CH4 production in the water column was evaluated and was found to be negligible. After examining the isotopic signatures of δ13C-CH4 across the sediment and water column, it became apparent that the surface water δ13C-CH4 values observed in areas with thermal stratification could not be explained by diffusion, advective fluxes, nor production in the water column. In fact, these values bore a remarkable resemblance to those detected below the SMTZ. This supports the hypothesis that the source of CH4 in surface waters is more likely to originate from ebullition than diffusion in stratified brackish coastal systems.

Keywords
Carbon isotopes, Diffusive flux, Ebullition, Greenhouse gas, Methane, Stratification
National Category
Oceanography, Hydrology and Water Resources
Identifiers
urn:nbn:se:su:diva-235544 (URN)10.1016/j.scitotenv.2024.174183 (DOI)001260956900001 ()38909808 (PubMedID)2-s2.0-85196707491 (Scopus ID)
Available from: 2024-11-25 Created: 2024-11-25 Last updated: 2024-11-25Bibliographically approved
Lorre, E., Bianchi, F., Broman, E., Bonaglia, S., Nascimento, F. J. A., Samuilovienė, A., . . . Zilius, M. (2024). Phthalate esters in baltic lagoons: Spatial distribution, ecological risks, and novel insights into their fate using transcriptomics. Science of the Total Environment, 957, Article ID 177526.
Open this publication in new window or tab >>Phthalate esters in baltic lagoons: Spatial distribution, ecological risks, and novel insights into their fate using transcriptomics
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2024 (English)In: Science of the Total Environment, ISSN 0048-9697, E-ISSN 1879-1026, Vol. 957, article id 177526Article in journal (Refereed) Published
Abstract [en]

Plasticizers such as phthalate esters (PAEs) are organic compounds widely used in various consumer and industrial products, raising strong environmental concerns due to their pervasive presence and potential adverse effects. Lagoon ecosystems are particularly vulnerable to PAE pollution as they are semi-enclosed and receive high loads of organic materials. The present study investigates the distribution of seven common PAEs in three large European lagoons (Curonian, Vistula and Szczecin) in the southern Baltic Sea. The concentration levels of PAEs in the water column, encompassing both the dissolved and particulate-bound phases, and in sediments were assessed to elucidate distribution patterns and potential ecological risks within these lagoon ecosystems. The average concentration of total PAEs in the water column ranged from 0.03 to 1.45 μg L−1, whereas sediment concentration varied from 0.008 to 1.06 μg g−1, levels comparable to or lower than those found in other European coastal areas.

Distribution patterns of PAEs in sediment showed notable similarity across all three lagoons, whereas variations were observed in the water column. Notably, di(2-ethylhexyl) phthalate (DEHP), di-n-octyl phthalate (DOP) and dimethyl phthalate (DMP) emerged as the most concerning congeners in studied lagoons, all of which pose a moderate risk to aquatic organisms. This study applied shotgun transcriptomic analysis to field samples, revealing active microbial communities involved in PAEs degradation in the Baltic lagoons for the first time. The degradation of phthalic acid (PA) into intermediate compounds such as protocatechuate was not identified as a rate-limiting step in the studied environment. The degradation activity was primarily localized in the sediment layers, with Gram-negative bacteria playing a major role, while Gram-positive bacteria appeared incapable of degrading PA. These findings provide valuable insights into the distribution and transformation mechanisms of PAEs in estuarine environments.

Keywords
Ecotoxicological risk, Lagoons, Phthalate esters, Plasticizers distribution, Transcriptome analysis
National Category
Environmental Sciences
Identifiers
urn:nbn:se:su:diva-240534 (URN)10.1016/j.scitotenv.2024.177526 (DOI)39549755 (PubMedID)2-s2.0-85209247729 (Scopus ID)
Available from: 2025-03-11 Created: 2025-03-11 Last updated: 2025-03-11Bibliographically approved
Lobo, L. Q., Izabel-Shen, D., Albertsson, J., Raymond, C., Gunnarsson, J. S., Broman, E. & Nascimento, F. J. A. (2024). Salinity and resource availability as drivers of Baltic benthic fungal diversity. Environmental DNA, 6(1), Article ID e526.
Open this publication in new window or tab >>Salinity and resource availability as drivers of Baltic benthic fungal diversity
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2024 (English)In: Environmental DNA, E-ISSN 2637-4943, Vol. 6, no 1, article id e526Article in journal (Refereed) Published
Abstract [en]

Marine biodiversity consists of a complex network of organisms responsible for keeping the ecosystem's balance. Fungi are an understudied group of organisms despite their recognized importance for ecosystem processes and diversity. How fungi respond to environmental change remains poorly understood, especially in marine benthic habitats. The Baltic Sea is a brackish coastal ecosystem with steep environmental gradients in a relatively limited geographical area and is therefore a particularly good system to investigate the impact of different abiotic factors on benthic fungal diversity. This study used environmental DNA (eDNA) metabarcoding to analyze the spatial dynamics of benthic fungal diversity in the Baltic Sea and quantify the environmental drivers that shape these dynamics. Based on 59 stations spreading over 1145 km the results showed that benthic fungal communities were dominated by the phylum Chytridiomycota, and the fungal species Alphamyces chaetifer and Operculomyces laminatus from this phylum were the main drivers of the community structure dissimilarities observed between regions. Water depth and salinity were the main predictors of the benthic fungal community composition. The impact of nutrient availability was also significant, possibly related to the known role of Chytridiomycota species such as A. chaetifer and O. laminatus in nutrient cycling. Our results indicate that the benthic fungal diversity of the Baltic Sea is shaped by salinity gradients and nutrient availability and highlights that the current fungal biodiversity is at risk of species shift or decline with predicted changes in salinity due to climate change and intensified eutrophication.

Keywords
Baltic Sea, benthic, Chytridiomycota, environmental DNA, fungal diversity, salinity
National Category
Ecology
Identifiers
urn:nbn:se:su:diva-236589 (URN)10.1002/edn3.526 (DOI)001306414400003 ()2-s2.0-85186455682 (Scopus ID)
Available from: 2024-12-02 Created: 2024-12-02 Last updated: 2025-08-28Bibliographically approved
Morini, L., Ferrari, C., Bartoli, M., Zilius, M., Broman, E. & Visioli, G. (2024). Vallisneria spiralis L. adaptive capacity improves pore water chemistry and increases potential nitrification in organic polluted sediments. Ecological Processes, 13(1), Article ID 26.
Open this publication in new window or tab >>Vallisneria spiralis L. adaptive capacity improves pore water chemistry and increases potential nitrification in organic polluted sediments
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2024 (English)In: Ecological Processes, E-ISSN 2192-1709, Vol. 13, no 1, article id 26Article in journal (Refereed) Published
Abstract [en]

Background: Macrophytes may modify benthic biodiversity and biogeochemistry via radial oxygen loss from roots. This condition contrasts sediments anoxia, allows roots respiration, and facilitates aerobic microbial communities and processes in the rhizosphere. Simultaneously, the rhizosphere can stimulate anaerobic microorganisms and processes via exudates or by favoring the build-up of electron acceptors as nitrate. As eutrophication often results in organic enrichment in sediments and large internal nutrients recycling, an interesting research question is to investigate whether plants maintain the capacity to stimulate aerobic or anaerobic microbial communities and processes also under elevated organic pollution.

Methods: A manipulative experiment was carried out under laboratory-controlled conditions. Microcosms containing bare sediments and sediments transplanted with the macrophyte Vallisneria spiralis L. were created. The effect of the plant was investigated on sediments with moderate (8%) and elevated (21%) organic matter content, after an acclimatization period of 30 days. Chemical and physical parameters, microbial community composition and the potential rates of nitrification, denitrification and nitrate ammonification were measured at two different depths (0–1 and 1–5 cm) after the acclimatization period to evaluate the role of roots.

Results: Vallisneria spiralis grew and assimilated pore water nutrients at the two organic matter levels and vegetated sediments had always nutrient-depleted porewaters as compared to bare sediments. Nitrifying microbes had a lower relative abundance and diversity compared to denitrifying bacteria. However, regardless of the organic content, in vegetated sediments nitrifiers were detected in deeper horizons as compared to bare sediments, where nitrification was confined near the surface. In contrast, potential denitrification rates were not affected by the presence of roots, but probably regulated by the presence of nitrate and by root-dependent nitrification. Potential nitrate ammonification rates were always much lower (< 3%) than potential denitrification rates.

Conclusions: Vallisneria spiralis affects N-related microbial diversity and biogeochemistry at moderate and elevated organic matter content, smoothing bottom water–pore water chemical gradients and stimulating nitrification and nitrogen loss via denitrification. These results suggest the possibility to deploy V. spiralis as a nature-based solution to counteract eutrophication in freshwater systems impacted by high loads of organic matter, for example, downstream of wastewater treatment plants.

Keywords
Macrophyte, rhizosphere, ammonium oxidation, nitrate reduction, microbial functional group, nature-based solution
National Category
Soil Science
Identifiers
urn:nbn:se:su:diva-228086 (URN)10.1186/s13717-024-00506-8 (DOI)001195263300002 ()2-s2.0-85188859663 (Scopus ID)
Available from: 2024-04-26 Created: 2024-04-26 Last updated: 2024-10-29Bibliographically approved
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Identifiers
ORCID iD: ORCID iD iconorcid.org/0000-0001-9005-5168

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