Evidence map›Paper›PMID 42018637›Full record

ArticleScience advances2026

Defining metabolic niches for marine microbial heterotrophs.

Ryan C Reynolds, Anna C B Weiss, Chase C James, Conner Y Kojima, Jackie L Weissman, J Cameron Thrash, Naomi M Levine

Abstract read
In one paragraph

Article in Science advances, 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. 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.

Ryan C ReynoldsDepartment of Marine and Environmental Biology, University of Southern California, Los Angeles, CA, USA.ORCID 0009-0004-1393-9356
Anna C B WeissDepartment of Marine and Environmental Biology, University of Southern California, Los Angeles, CA, USA.ORCID 0009-0009-8061-0055
Chase C JamesDepartment of Marine and Environmental Biology, University of Southern California, Los Angeles, CA, USA.ORCID 0000-0003-0350-9016
Conner Y KojimaDepartment of Marine and Environmental Biology, University of Southern California, Los Angeles, CA, USA.ORCID 0000-0002-5600-281X
Jackie L WeissmanDepartment of Ecology and Evolution, Stony Brook University, Stony Brook, NY, USA.ORCID 0000-0002-4237-4807
J Cameron ThrashDepartment of Marine and Environmental Biology, University of Southern California, Los Angeles, CA, USA.ORCID 0000-0003-0896-9986
Naomi M LevineDepartment of Marine and Environmental Biology, University of Southern California, Los Angeles, CA, USA.ORCID 0000-0002-4963-0535

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Ocean microbial communities are made up of thousands of diverse taxa whose metabolic demands set the rates of both biomass production and degradation. Thus, these microscopic organisms play a critical role in ecosystem dynamics, global carbon cycling, and climate. While we have frameworks for relating phytoplankton diversity to rates of carbon fixation, our knowledge of how variations in heterotrophic microbial populations drive changes in carbon cycling is in its infancy. Here, we leverage global metagenomic datasets and metabolic models to identify a set of metabolic niches with distinct growth strategies. These groupings provide a simplifying framework for describing microbial communities in different oceanographic regions and for understanding how heterotrophic microbial populations function. This framework, predicated directly on metabolic capability rather than taxonomy, will enable us to tractably link heterotrophic diversity directly to biogeochemical rates in large scale ecosystem models.

Indexed as

Aquatic OrganismsHeterotrophic ProcessesMicrobiotaSeawaterBiomassCarbon CycleEcosystemMetagenomicsOceans and SeasPhytoplankton

Identifiers

PMID42018637
PMCPMC13101867

What OpenQuestion holds

Textmetadata
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.