Evidence map›Paper›PMID 41772134›Full record

ArticleMicrobial ecology2026

Microbial Interactions Shape Spatial Organisation and Transcriptional Responses in a Model Mixed-Species Biofilm.

Faizan Ahmed Sadiq, Nan Yang, Jenten Goeteyn, Koen De Reu, Marc Heyndrickx, Mette Burmølle

Abstract read
In one paragraph

Article in Microbial ecology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Faizan Ahmed Sadiq *Advanced Therapies Group, School of Dentistry, Cardiff University, Cardiff, CF14 4XY, UK. Sadiqf@cardiff.ac.uk.
Nan Yang *Section of Microbiology, Department of Biology, University of Copenhagen, Universitetsparken 15, Copenhagen, 2100, Denmark.
Jenten GoeteynFlanders Research Institute for Agriculture, Fisheries and Food (ILVO), Technology and Food Science Unit, Brusselsesteenweg 370, Melle, 9090, Belgium.
Koen De ReuFlanders Research Institute for Agriculture, Fisheries and Food (ILVO), Technology and Food Science Unit, Brusselsesteenweg 370, Melle, 9090, Belgium.
Marc HeyndrickxFlanders Research Institute for Agriculture, Fisheries and Food (ILVO), Technology and Food Science Unit, Brusselsesteenweg 370, Melle, 9090, Belgium.
Mette BurmølleSection of Microbiology, Department of Biology, University of Copenhagen, Universitetsparken 15, Copenhagen, 2100, Denmark. burmolle@bio.ku.dk.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Dynamic social interactions within bacterial biofilms drive distinct spatial organisation and transcriptional responses. Here, we combine fluorescence in situ hybridisation (FISH), confocal laser scanning microscopy (CLSM), and RNA sequencing (RNA-Seq) to investigate a model three-species biofilm community derived from a dairy pasteuriser, comprising Stenotrophomonas rhizophila, Microbacterium lacticum, and Bacillus licheniformis. CLSM revealed species-specific biovolume dynamics and stratified 3D structures over 24 h, with S. rhizophila as the dominant species and M. lacticum exhibiting the lowest abundance yet playing an essential role as the initial coloniser. Spatial patterns reflected known pairwise interactions - commensalism, exploitation, and neutral interaction. Transcriptomic profiling of S. rhizophila revealed extensive gene expression changes in dual-species biofilms with M. lacticum, including upregulation of genes related to flagellar motility, nutrient acquisition, energy metabolism, and TonB-dependent transport. In contrast, co-culture with B. licheniformis induced minimal transcriptional changes in S. rhizophila, consistent with a neutral interaction among the two. Our findings demonstrate how interspecies interactions govern both spatial topology and functional specialisation in mixed-species biofilms which is of relevance to microbial ecology, industrial biofilm control, and the targeting of keystone biofilm species.

Indexed as

Bacillus licheniformisBiofilmsMicrobial InteractionsStenotrophomonasBacterial ProteinsGene Expression ProfilingGene Expression Regulation, BacterialIn Situ Hybridization, FluorescenceMicroscopy, ConfocalBacterial ProteinsDairy microbiotaInterspecies interactionsMultispecies biofilmsSpatial organisationStenotrophomonas rhizophilaTonB-dependent transporters

Identifiers

PMID41772134
PMCPMC12966255

What Socratic holds

Textmetadata
LicenceCC BY
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Registered trials

None linked

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.