Evidence map›Paper›PMID 42254836›Full record

ArticleISME communications2026

Dependency-competition tradeoffs structure microbial niches and nitrogen cycling.

Liang Xu, Xin Sun, Emily J Zakem

Abstract read
In one paragraph

Article in ISME communications, 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

3 authors.

Liang XuDivision of Biosphere Sciences and Engineering, Carnegie Institution for Science, Pasadena, 91125 CA, United States.ORCID https://orcid.org/0000-0002-5528-1298
Xin SunDepartment of Biology, University of Pennsylvania, Philadelphia, 19104, PA, United States.ORCID https://orcid.org/0000-0003-0280-4283
Emily J ZakemDivision of Biosphere Sciences and Engineering, Carnegie Institution for Science, Pasadena, 91125 CA, United States.ORCID https://orcid.org/0000-0001-6799-5063

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The marine nitrogen cycle is regulated by ecological interactions among diverse microbial populations. In anoxic zones, populations carrying out anaerobic metabolisms, mainly multi-step denitrification and anammox, drive the loss of bioavailable nitrogen, some of which is emitted as the potent greenhouse gas nitrous oxide ([Formula: see text]). While competition for limiting resources is well studied, the combined effects of competition and dependencies, where a "feeder" population supplies a required resource to a "recipient," remain poorly understood. Here, we develop a trait-based consumer-resource framework to test how recipient populations reshape the ecological niches of their feeders and competitors. Our analysis demonstrates how recipients may expand either their feeder's or their feeder's competitor's niche, depending on relative competitive abilities on limiting resources. We analyze and identify equilibrium co-existence regions, threshold regimes, and the dominant pathways of nitrogen loss as a function of varying both organic matter (OM) and nitrate supply, rather than just their ratio. Examining this 2D supply space identifies a distinct zone where OM and nitrate co-limitation results in [Formula: see text] production but not consumption, and thus an ecological niche for [Formula: see text] accumulation. Additionally, the model suggests that anammox bacteria occupy a wider range of OM and nitrate supply regimes than denitrifying populations, consistent with their more frequent detection across diverse marine environments. The results link microbial interaction networks to biogeochemical fluxes relevant at global scales and extend ecological theory to multi-resource systems with nested competitive and dependent interactions.

Indexed as

denitrificationmarine biogeochemistrymetabolic dependenciesmicrobial ecologyresource consumer modeltrait-based approach

Identifiers

PMID42254836
PMCPMC13235746

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.