Evidence map›Paper›PMID 41802044›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2026

Stochastic resilience enables particle foraging in oligotrophic marine environments.

Vicente I Fernandez, Natasha Blitvić, Johannes M Keegstra, Roman Stocker

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 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. Stochastic resilience enables particle foraging in oligotrophic marine environments.Proceedings of the National Academy of Sciences of the United States of America · 2026
    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

4 authors.

Vicente I Fernandez *Department of Civil, Environmental and Geomatic Engineering, Institute of Environmental Engineering, ETH Zurich, Zurich 8093, Switzerland.
Natasha Blitvić *School of Mathematical Sciences, Queen Mary University of London, London E1 4NS, United Kingdom.ORCID 0000-0002-5272-601X
Johannes M KeegstraDepartment of Civil, Environmental and Geomatic Engineering, Institute of Environmental Engineering, ETH Zurich, Zurich 8093, Switzerland.ORCID 0000-0002-8877-4881
Roman StockerDepartment of Civil, Environmental and Geomatic Engineering, Institute of Environmental Engineering, ETH Zurich, Zurich 8093, Switzerland.ORCID 0000-0002-3199-0508

Funding

Gordon and Betty Moore Foundation (GBMF) GBMF9197Simons Foundation (SF) 542395FY22Simons Foundation (SF) PD-Pivot Fellow-00004606Swiss NSF 205321_207488Swiss NSF NCCR 51NF40_180575Swiss NSF NCCR 51NF40_ 225148Swiss NSF Sinergia CRSII5-186422
6 · The paper itself

Abstract

Heterotrophic bacteria play a central role in attenuating the sequestration of carbon to the deep ocean by degrading sinking marine particles. The role of certain copiotrophic adaptations such as surface attachment and motility in particle degradation has remained unclear outside of coastal regions, where the sparsity of particles would appear to preclude a foraging lifestyle based on particle hopping. We show here instead that many oligotrophic marine environments are much more amenable to copiotrophic particle foraging than would be inferred from average-based estimates, because the foraging process samples a broad distribution of particle-bacteria interactions, with large variation in encounter times, particle sizes, and associated survival outcomes, and due to the disproportionate benefit of a particle encounter. We develop a generalized branching process model for particle foraging to assess environment viability and population growth rates based on encounters with particles, for different oceanographic particle size spectra. The results indicate that even bathypelagic environments can support particle foraging bacteria without requiring long-term starvation tolerance or multiyear feast-famine cycles, because stochastic encounters generate sufficient short-interval, high-reward events to sustain population growth despite long mean encounter times. More generally, stochasticity can confer resilience to microbial populations in resource-scarce marine environments.

Indexed as

BacteriaBacterial Physiological PhenomenaModels, BiologicalSeawaterEcosystemOceans and SeasParticle SizeStochastic Processesbacterial motilitybiological carbon pumpdispersalocean interiorstarvation

Identifiers

PMID41802044
PMCPMC12994168

What OpenQuestion holds

Textmetadata
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.