Evidence map›Paper›PMID 42373819›Full record

ArticleNature microbiology2026

Epistatic interactions inform rational design of synthetic microbial communities for bioremediation.

Mahmoud Yousef, Kiseok Keith Lee, Junivere Tang, Paige Mullen, Vasileios Charisopoulos, Rebecca Willett, Seppe Kuehn

Abstract read
In one paragraph

Article in Nature microbiology, 2026. 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. Review
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.

Mahmoud YousefMedical Scientist Training Program, The University of Chicago Pritzker School of Medicine, Chicago, IL, USA.ORCID http://orcid.org/0000-0001-9028-7698
Kiseok Keith LeeDepartment of Ecology and Evolution, The University of Chicago, Chicago, IL, USA.ORCID http://orcid.org/0000-0002-3298-7116
Junivere TangCenter for the Physics of Evolving Systems, The University of Chicago, Chicago, IL, USA.
Paige MullenCenter for the Physics of Evolving Systems, The University of Chicago, Chicago, IL, USA.
Vasileios CharisopoulosData Science Institute, The University of Chicago, Chicago, IL, USA.
Rebecca WillettData Science Institute, The University of Chicago, Chicago, IL, USA.
Seppe KuehnDepartment of Ecology and Evolution, The University of Chicago, Chicago, IL, USA. seppe.kuehn@gmail.com.ORCID http://orcid.org/0000-0002-4130-6845

Funding

MEDICAL SCIENTIST TRAININGT32GM007281 · NIGMS · UNIVERSITY OF CHICAGO · PI CLARK, MARCUS RAMSAY · 1985 to 2022
$32.1M
Environmental modulation of metabolic function in microbial communitiesR01GM151538 · NIGMS · UNIVERSITY OF CHICAGO · PI Seppe Kuehn · 2023 to 2026
$1.5M
National Science Foundation (NSF) DMS-2235451Simons Foundation MP-TMPS- 00005320United States Department of Defense | United States Army | U.S. Army Research, Development and Engineering Command | Army Research Office (ARO) AWD106455U.S. Department of Health & Human Services | National Institutes of Health (NIH) R01GM151538U.S. Department of Health & Human Services | National Institutes of Health (NIH) T32GM007281
6 · The paper itself

Abstract

The metabolism of microbial communities is essential for host and environmental health. The rational design of microbiomes with targeted functional properties is an important objective but remains challenging due to complex interactions and environmental heterogeneity. Community-function landscapes address this challenge by statistically inferring impacts of species presence or absence on function. Similar to fitness landscapes, community-function landscapes estimate both additive effects and interactions (epistasis) between species that influence function. We apply landscapes to design synthetic consortia to degrade the toxic contaminant bisphenol-A (BPA). Using synthetic communities of ten BPA-degrading bacteria, we map community-function landscapes across increasing BPA concentrations, where higher BPA means greater toxicity. Epistasis increases with toxicity, indicating that collective effects become more important for degradation. Designed communities are able to remediate BPA in contaminated soils. Our results demonstrate that toxicity can drive epistatic interactions in community-function landscapes and that these landscapes can guide microbial consortia design for bioremediation.

Indexed as

BacteriaBenzhydryl CompoundsEpistasis, GeneticMicrobial ConsortiaMicrobiotaPhenolsBiodegradation, EnvironmentalBisphenol A CompoundsSoil MicrobiologySoil PollutantsBenzhydryl Compoundsbisphenol ABisphenol A CompoundsPhenolsSoil Pollutants

Identifiers

PMID42373819
PMCPMC13323053

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

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 OpenQuestion graph.