Evidence map›Paper›PMID 42658845›Full record

ArticleThe ISME journal2026

Carbon substrate type shapes spatial self-organization in a multi-species biofilm community.

Deyong Zhu, Anna J Svagan, Nan Yang, Mads Frederik Hansen, Michael Kühl, Mette Burmølle

Abstract read
In one paragraph

Article in The ISME journal, 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.

Deyong ZhuSection of Microbiology, Department of Biology, University of Copenhagen, Copenhagen 2100, Denmark.
Anna J SvaganDepartment of Fibre and Polymer Technology, Royal Institute of Technology (KTH), SE-100 44 Stockholm, Sweden.
Nan YangSection of Microbiology, Department of Biology, University of Copenhagen, Copenhagen 2100, Denmark.ORCID 0000-0002-6423-8320
Mads Frederik HansenSection of Microbiology, Department of Biology, University of Copenhagen, Copenhagen 2100, Denmark.ORCID 0000-0001-9283-304X
Michael KühlMarine Biology Section, Department of Biology, University of Copenhagen, Helsingør 3000, Denmark.ORCID 0000-0002-1792-4790
Mette BurmølleSection of Microbiology, Department of Biology, University of Copenhagen, Copenhagen 2100, Denmark.ORCID 0000-0003-1870-632X

Funding

European Horizon 2020 research and innovation programme 101002208European Research CouncilGordon and Betty Moore foundation GBMF9206Independent Research Fund Denmark DFF-8021-00308BIndependent Research Fund Denmark DFF-8022-00301BVillum Foundation 35906Villum Foundation 59145
6 · The paper itself

Abstract

Spatial organization is a defining feature of multispecies biofilms and critically influences microbial interactions and emergent community properties. However, understanding and manipulating how microbes assemble into spatially structured biofilms remains challenging because most experimental frameworks emphasize species composition and pairwise interactions, while often overlooking the spatial constraints on biofilms imposed by the environment. In this study, we focus on how carbon substrate type, distinguishing between diffusible sugars and polymeric substrates, affects biofilm self-organization in a four-member synthetic bacterial community (SynCom). Across all tested conditions, the SynCom consistently formed more biofilm biomass than any of its subsets, indicating a robust synergistic phenotype. Using chemically defined, 3D-printed hydrogel substrates with consistent physical properties, we varied carbon source composition to identify its impact on biofilm assembly. Microscopic imaging showed that carbon substrate type strongly influenced biofilm self-organization with diffusible simple carbon substrates yielding relatively intermixed communities, whereas polymer-rich carbon substrates promoted a highly structured biofilm organization characterized by the dominance and peripheral localization of polymer-degrading species. Bioinformatic analyses of carbohydrate-active enzyme repertoires and genome-scale metabolic modeling suggested bidirectional metabolite exchange among the SynCom members, which was also supported by analysis of biofilm formation in conditioned community supernatants. Together, our findings suggest carbon substrate type as an important ecological determinant of biofilm self-organization, highlighting the need to integrate environmental factors alongside species composition and metabolic potential to fully understand and manipulate natural and engineered multispecies biofilms.

Indexed as

BacteriaBiofilmsCarbonCarbon3D bioprintingcross-feedinggenome-scale metabolic modelingmicrobial community assemblymultispecies biofilmspatial self-organization

Identifiers

PMID42658845
PMCPMC13617570

What OpenQuestion holds

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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 OpenQuestion graph.