Evidence map›Paper›PMID 41920874›Full record

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

Prokaryotic bias in surface ocean particles.

Yeongjun Ryu, Ashley E Maloney, Victoria H Luu, Lingkun Guo, Sergey Oleynik, Sarah E Fawcett, Meytal B Higgins, Nicolas Van Oostende, Bess B Ward, Claire C Z Cook and 11 more

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. 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

21 authors.

Yeongjun RyuDepartment of Geosciences, Princeton University, Princeton, NJ 08544.ORCID 0000-0002-3509-8082
Ashley E MaloneyDepartment of Geosciences, Princeton University, Princeton, NJ 08544.ORCID 0000-0003-3079-6073
Victoria H LuuDepartment of Geosciences, Princeton University, Princeton, NJ 08544.
Lingkun GuoDepartment of Geosciences, Princeton University, Princeton, NJ 08544.
Sergey OleynikDepartment of Geosciences, Princeton University, Princeton, NJ 08544.
Sarah E FawcettDepartment of Oceanography, University of Cape Town, Rondebosch 7701, South Africa.ORCID 0000-0002-0878-6496
Meytal B HigginsExxonMobil Technology and Engineering Company, Annandale, NJ 08801.ORCID 0000-0003-4162-5501
Nicolas Van OostendeDepartment of Geosciences, Princeton University, Princeton, NJ 08544.ORCID 0000-0002-1953-7209
Bess B WardDepartment of Geosciences, Princeton University, Princeton, NJ 08544.ORCID 0000-0001-7870-2684
Claire C Z CookSkidaway Institute of Oceanography, University of Georgia, Savannah, GA 31411.ORCID 0000-0003-0235-4091
Natalie R CohenSkidaway Institute of Oceanography, University of Georgia, Savannah, GA 31411.ORCID 0000-0001-6156-9186
Erica EwtonGraduate School of Oceanography, University of Rhode Island, Narragansett, RI 02882.ORCID 0009-0004-8624-9380
Susanne Menden-DeuerGraduate School of Oceanography, University of Rhode Island, Narragansett, RI 02882.ORCID 0000-0002-8434-4251
Julie GrangerDepartment of Marine Sciences, University of Connecticut, Groton, CT 06340.ORCID 0000-0001-9985-9242
Adrian MarchettiDepartment of Earth, Marine and Environmental Sciences, University of North Carolina, Chapel Hill, NC 27514.ORCID 0000-0003-4608-4775
Hedy M AardemaClimate Geochemistry Department, Max Planck Institute for Chemistry, Mainz 55128, Germany.ORCID 0000-0002-3202-1194
Hans A SlagterClimate Geochemistry Department, Max Planck Institute for Chemistry, Mainz 55128, Germany.ORCID 0000-0002-4243-9869
Ralf SchiebelClimate Geochemistry Department, Max Planck Institute for Chemistry, Mainz 55128, Germany.ORCID 0000-0002-6252-7647
Alfredo Martínez-GarcíaClimate Geochemistry Department, Max Planck Institute for Chemistry, Mainz 55128, Germany.ORCID 0000-0002-7206-5079
Gerald H HaugClimate Geochemistry Department, Max Planck Institute for Chemistry, Mainz 55128, Germany.
Daniel M SigmanDepartment of Geosciences, Princeton University, Princeton, NJ 08544.ORCID 0000-0002-7923-1973

Funding

NASA (NASA) 80NSSC17K0716NSF (NSF) 1060947NSF (NSF) 1136345NSF (NSF) 1536368NSF (NSF) 1657663NSF (NSF) 1736652NSF (NSF) 1751805NSF (NSF) 2049416NSF (NSF) 2218871NSF (NSF) 2219971NSF (NSF) 2322676
6 · The paper itself

Abstract

While the ocean's photosynthetic production of organic matter rivals that on land, a combination of heterotrophy and sinking prevents significant accumulation of particulate organic matter (POM) in open ocean surface waters. The origins and fates of POM in ocean surface waters are unclear, in part due to the dominance of nonliving, altered material. From the natural nitrogen isotopic composition of chlorophyll and its degradation products, we estimate the fraction of particles from eukaryotic vs. prokaryotic phytoplankton. In subtropical gyres and along the eastern North Pacific margin, the eukaryotic-to-prokaryotic ratio in particles matches that of living phytoplankton. However, in the North Atlantic outside its subtropical gyre, particles have a lower eukaryotic-to-prokaryotic ratio than do the living phytoplankton. This discrepancy at least partly arises from preferential sinking of eukaryotic biomass, consistent with the canonical but disputed paradigm that cyanobacteria disproportionately fulfill the energetic demands of the upper ocean microbial community while eukaryotes drive export production. The prokaryotic bias in surface ocean particles may also result from slow decomposition of specific components of prokaryotic biomass, a possible bottleneck in the ocean's microbial loop. The different fates of organic matter produced by eukaryotic and prokaryotic phytoplankton affect the productivity of the surface ocean, carbon export to the interior, and the signals recorded in deep-sea sediments.

Indexed as

PhytoplanktonProkaryotic CellsSeawaterBiomassChlorophyllOceans and SeasChlorophyllchlorophyllnitrogen isotopesparticulate organic matterphytoplankton

Identifiers

PMID41920874
PMCPMC13056086

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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 OpenQuestion graph.