Evidence map›Paper›PMID 41422099›Full record

ArticleEnvironmental microbiome2025

Agricultural land use shapes short and long‑term bacterial diversity, community structure, and assembly in biofilms of adjacent streams.

Rubén Martínez-Cuesta, Rebecca Hoess, Sebastian Floßmann, Juergen Geist, Michael Dannenmann, Michael Schloter, Stefanie Schulz

Abstract read
In one paragraph

Article in Environmental microbiome, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Rubén Martínez-CuestaChair of Environmental Microbiology, TUM School of Life Sciences, Technical University of Munich, Emil-Ramann-Straße 2, 85354, Freising, Germany. ruben.martinez-cuesta@tum.de.
Rebecca HoessAquatic Systems Biology Unit, Technical University of Munich, Mühlenweg 22, 85354, Freising, Germany.
Sebastian FloßmannInstitute of Meteorology and Climate Research - Atmospheric Environmental Research (IMK-IFU), Karlsruhe Institute of Technology, Kreuzeckbahnstraße 19, 82467, Garmisch-Partenkirchen, Germany.
Juergen GeistAquatic Systems Biology Unit, Technical University of Munich, Mühlenweg 22, 85354, Freising, Germany.
Michael DannenmannInstitute of Meteorology and Climate Research - Atmospheric Environmental Research (IMK-IFU), Karlsruhe Institute of Technology, Kreuzeckbahnstraße 19, 82467, Garmisch-Partenkirchen, Germany.
Michael SchloterChair of Environmental Microbiology, TUM School of Life Sciences, Technical University of Munich, Emil-Ramann-Straße 2, 85354, Freising, Germany.
Stefanie SchulzResearch Unit Comparative Microbiome Analysis, Helmholtz Zentrum Munich, Ingolstädter Landstraße 1, 85764, Neuherberg, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundIntensive agriculture can disrupt adjacent stream ecosystems by increasing nutrient runoff, suspended and dissolved organic matter, and pesticide loads. Freshwater biofilms are surface-attached microbial communities that host complex interaction networks and play a key role in nutrient cycling and bioremediation. If adjacent land use drastically shifts microbial community composition and assembly, the functional resilience and adaptive capacity of biofilms under changing conditions may be impaired. In this study, we compared developing and mature biofilm samples from three sites along the Otterbach and two sites along the Perlenbach stream (Bavaria, Germany). The Otterbach sites, located in an area with agriculture and a nearby village, were adjacent to an intensively managed cropland, an extensively managed grassland, and a forest, while the Perlenbach flows through an area free of cropping and fertilization, with sites adjacent to an extensively managed grassland and a forest. Bacterial community composition was assessed through 16S rRNA gene amplicon sequencing. Bacterial diversity, differential abundance, community assembly and co-occurrence network analyses were performed.

resultsAdjacent intensive land use increased bacterial alpha diversity in both developing and mature biofilms. Moreover, adjacent intensive and extensive land use shaped bacterial community composition and increased the relevance of deterministic processes in bacterial community assembly, especially in developing biofilms, increasing the presence of key responding taxa such as Arenimonas, Blastocatella, Gemmatimonas, Flectobacillus, Leptothrix, Flavobacterium or Rhodoferax. These taxa were also detected in the co-occurrence networks of agriculturally influenced sites, displaying strong connectivity and centrality. These effects were limited to the Otterbach stream, which exhibited higher overall nutrient concentrations.

conclusionsAgricultural land use strongly influenced bacterial richness, composition, and assembly in biofilms from adjacent stream ecosystems, particularly in developing biofilms from the most anthropogenically impacted stream, driven by the proliferation of key responding taxa. This showcased how anthropogenic nutrient inputs can redirect biofilm development pathways and potentially alter the ecological role of biofilms in stream ecosystems.

Indexed as

16S rRNA gene amplicon sequencingBacterial community assemblyCo-occurrence networksFreshwater biofilmsLand use

Identifiers

PMID41422099
PMCPMC12837902

What Socratic holds

Textmetadata
LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.