Evidence map›Paper›PMID 30250246›Full record

ArticleNature microbiology2018

Strain-level diversity drives alternative community types in millimetre-scale granular biofilms.

Gabriel E Leventhal, Carles Boix, Urs Kuechler, Tim N Enke, Elzbieta Sliwerska, Christof Holliger, Otto X Cordero

Abstract read
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In one paragraph

Article in Nature microbiology, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 45 papers.

0numbers the graph read from it
0cells of the map it votes in
45citing 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

45 citing papers in PubMed.

  1. Article
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  4. Multiple extracellular polymeric substance pathways transcribed byApplied and environmental microbiology · 2025
    Article
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  6. Review
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  16. Breakdown of clonal cooperative architecture in multispecies biofilms and the spatial ecology of predation.Proceedings of the National Academy of Sciences of the United States of America · 2023
    Article
  17. Leveraging phylogenetic signal to unravel microbiome function and assembly rules.Computational and structural biotechnology journal · 2023
    Article
  18. Article
  19. Article
  20. Historical contingencies and phage induction diversify bacterioplankton communities at the microscale.Proceedings of the National Academy of Sciences of the United States of America · 2022
    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.

Gabriel E LeventhalDepartment of Civil and Environmental Engineering, Massachusetts Institute of Technology , Cambridge, MA, USA.ORCID http://orcid.org/0000-0002-4463-166X
Carles BoixDepartment of Civil and Environmental Engineering, Massachusetts Institute of Technology , Cambridge, MA, USA.ORCID http://orcid.org/0000-0001-9212-856X
Urs KuechlerDepartment of Environmental System Sciences, ETH Zurich, Zurich, Switzerland.
Tim N EnkeDepartment of Civil and Environmental Engineering, Massachusetts Institute of Technology , Cambridge, MA, USA.
Elzbieta SliwerskaDepartment of Environmental System Sciences, ETH Zurich, Zurich, Switzerland.
Christof HolligerLaboratory for Environmental Biotechnology, École Polytechnique Fédéral de Lausanne, Lausanne, Switzerland.
Otto X CorderoDepartment of Civil and Environmental Engineering, Massachusetts Institute of Technology , Cambridge, MA, USA. ottox@mit.edu.ORCID http://orcid.org/0000-0002-2695-270X

Funding

Graduate Training in Computational and Systems BiologyT32GM087237 · NIGMS · MASSACHUSETTS INSTITUTE OF TECHNOLOGY · PI BURGE, CHRISTOPHER B · 2009 to 2023
$4.6M
NIGMS NIH HHS T32 GM087237
6 · The paper itself

Abstract

Microbial communities are often highly diverse in their composition, both at a coarse-grained taxonomic level, such as genus, and at a highly resolved level, such as strains, within species. This variability can be driven by either extrinsic factors such as temperature and or by intrinsic ones, for example demographic fluctuations or ecological interactions. The relative contributions of these factors and the taxonomic level at which they influence community composition remain poorly understood, in part because of the difficulty in identifying true community replicates assembled under the same environmental parameters. Here, we address this problem using an activated granular sludge reactor in which millimetre-scale biofilm granules represent true community replicates. Differences in composition are then expected to be driven primarily by biotic factors. Using 142 shotgun metagenomes of single biofilm granules we found that, at the commonly used genus-level resolution, community replicates varied much more in their composition than would be expected from neutral assembly processes. This variation did not translate into any clear partitioning into discrete community types, that is, distinct compositional states, such as enterotypes in the human gut. However, a strong partition into community types did emerge at the strain level for the dominant organism: genotypes of Candidatus Accumulibacter that coexisted in the metacommunity (the reactor) excluded each other within community replicates (granules). Individual granule communities maintained a significant lineage structure, whereby the strain phylogeny of Accumulibacter correlated with the overall composition of the community, indicating a high potential for co-diversification among species and communities. Our results suggest that due to the high functional redundancy and competition between close relatives, alternative community types are most probably observed at the level of recently differentiated genotypes but not at higher orders of genetic resolution.

Indexed as

BiofilmsGenetic VariationGenome, BacterialGenotypeMetagenomeMicrobiotaPhylogenySewageSewage

Identifiers

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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.