Evidence map›Paper›PMID 41272145›Full record

ArticleNature microbiology2026

Models and co-culture experiments assess four mechanisms of phytoplankton-bacteria interactions.

Osnat Weissberg, Dikla Aharonovich, Zhen Wu, Michael J Follows, Daniel Sher

Abstract read
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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 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

5 authors.

Osnat WeissbergDepartment of Marine Biology, Leon H. Charney School of Marine Sciences, University of Haifa, Haifa, Israel.ORCID http://orcid.org/0000-0002-4217-4653
Dikla AharonovichDepartment of Marine Biology, Leon H. Charney School of Marine Sciences, University of Haifa, Haifa, Israel.ORCID http://orcid.org/0000-0001-7945-9145
Zhen WuDepartment of Earth, Atmospheric and Planetary Sciences, Massachusetts Institute of Technology, Cambridge, MA, USA.ORCID http://orcid.org/0000-0001-8474-4274
Michael J FollowsDepartment of Earth, Atmospheric and Planetary Sciences, Massachusetts Institute of Technology, Cambridge, MA, USA.ORCID http://orcid.org/0000-0002-3102-0341
Daniel SherDepartment of Marine Biology, Leon H. Charney School of Marine Sciences, University of Haifa, Haifa, Israel. dsher@univ.haifa.ac.il.ORCID http://orcid.org/0000-0001-6164-5126

Funding

Simons Foundation CBIOMES 549931United States - Israel Binational Science Foundation (BSF) NSF-BSF 2246707United States - Israel Binational Science Foundation (BSF) NSFOCE-BSF 1635070
6 · The paper itself

Abstract

Phytoplankton growth and death depend on interactions with heterotrophic bacteria, yet the underlying mechanisms remain mostly unclear. Here we ask whether mathematical models explicitly representing four putative mechanisms of interaction (overflow metabolism, mixotrophy, exoenzymes and reactive oxygen species detoxification) can recapitulate diverse dynamics observed in laboratory co-cultures between the cyanobacterium Prochlorococcus and eight heterotrophic bacteria. Two distinct modes of interaction emerge from our models: (1) organic carbon and nitrogen recycling through exoenzymes or an overflow metabolism, in which the high biomass of both organisms leads to more productivity and recalcitrant organic matter, and (2) reactive oxygen species detoxification, in which a small number of 'exploited' heterotrophs are sufficient to support Prochlorococcus survival. Recycling is probably the main process in laboratory co-cultures. Models do not reproduce total inhibition of Prochlorococcus, suggesting that additional mechanisms such as allelopathy may be involved. The models highlight cell death and biomass recycling as unconstrained, key processes that could enhance our understanding of how interactions impact ecologically and biogeochemically important processes.

Indexed as

BacteriaMicrobial InteractionsModels, BiologicalPhytoplanktonProchlorococcusBiomassCarbonCoculture TechniquesHeterotrophic ProcessesModels, TheoreticalNitrogenReactive Oxygen SpeciesCarbonNitrogenReactive Oxygen Species

Identifiers

What OpenQuestion holds

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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.