Evidence map›Paper›PMID 41467786›Full record

ArticlemSystems2026

Seasonal patterns of DOM molecules are linked to microbial functions in the oligotrophic ocean.

Erin L McParland, Fabian Wittmers, Luis M Bolaños, Craig A Carlson, Ruth Curry, Stephen J Giovannoni, Michelle Michelsen, Rachel J Parsons, Melissa C Kido Soule, Gretchen J Swarr and 5 more

Abstract read
In one paragraph

Article in mSystems, 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

5 · Who and what money

Authors and funding

15 authors.

Erin L McParlandCollege of Earth, Ocean, and Atmospheric Sciences, Oregon State University, Corvallis, Oregon, USA.ORCID 0000-0003-1734-8938
Fabian WittmersOcean EcoSystems Biology Unit, RD3, GEOMAR Helmholtz Centre for Ocean Research Kiel, Kiel, Germany.ORCID 0000-0003-0859-8871
Luis M BolañosDepartment of Biosciences, University of Exeter, Exeter, United Kingdom.ORCID 0000-0002-0832-016X
Craig A CarlsonDepartment of Ecology, Evolution, and Marine Biology, Marine Science Institute, University of California, Santa Barbara, California, USA.ORCID 0000-0003-2591-5293
Ruth CurryBermuda Institute of Ocean Sciences, Global Futures Laboratory, Arizona State University, St George's, Bermuda.
Stephen J GiovannoniDepartment of Microbiology, Oregon State University, Corvallis, Oregon, USA.ORCID 0000-0002-2431-4296
Michelle MichelsenDepartment of Biosciences, University of Exeter, Exeter, United Kingdom.
Rachel J ParsonsBermuda Institute of Ocean Sciences, Global Futures Laboratory, Arizona State University, St George's, Bermuda.ORCID 0000-0003-3634-8220
Melissa C Kido SouleDepartment of Marine Chemistry and Geochemistry, Woods Hole Oceanographic Institution, Woods Hole, Massachusetts, USA.ORCID 0000-0001-6846-7262
Gretchen J SwarrDepartment of Marine Chemistry and Geochemistry, Woods Hole Oceanographic Institution, Woods Hole, Massachusetts, USA.ORCID 0000-0001-6690-1897
Ben TempertonDepartment of Biosciences, University of Exeter, Exeter, United Kingdom.ORCID 0000-0002-3667-8302
Kevin VerginMicrobial DNA Analytics, Phoenix, Oregon, USA.ORCID 0000-0002-8972-2813
Alexandra Z WordenOcean EcoSystems Biology Unit, RD3, GEOMAR Helmholtz Centre for Ocean Research Kiel, Kiel, Germany.ORCID 0000-0002-9888-9324
Krista LongneckerDepartment of Marine Chemistry and Geochemistry, Woods Hole Oceanographic Institution, Woods Hole, Massachusetts, USA.ORCID 0000-0002-6850-2694
Elizabeth B KujawinskiDepartment of Marine Chemistry and Geochemistry, Woods Hole Oceanographic Institution, Woods Hole, Massachusetts, USA.ORCID 0000-0001-8261-971X

Funding

Simons FoundationWoods Hole Oceanographic Institution
6 · The paper itself

Abstract

Hundreds of thousands of individual microbe-molecule interactions regulate the flux, transformation, and fate of carbon stored in the climatically important reservoir of marine dissolved organic matter (DOM). While marine microbial communities have been characterized at high resolution for over a decade, observations of the molecules cycled by the microbial-chemical network at similar resolution are limited. In addition, bulk characterizations of DOM can mask the complex network of interactions comprised of rich chemical diversities. Here, we present a three-year, depth-resolved, molecular time-series of DOM and prokaryoplankton at the Bermuda Atlantic Time-series Study (BATS) site. Both time-series exhibited seasonality that was compositionally distinct and primarily endemic to one sampling depth. We also putatively identified four exometabolites (gonyol, glucose-6-sulfate, succinate, and trehalose) that exhibit seasonal accumulation. We hypothesize these patterns result from environmental conditions that alter community composition on a seasonal timescale and thus shift the relative proportions of microbial functions that produce and consume the substrates. Critically, we observed the interannual composition of seasonal DOM molecules to be more stable than the taxonomy of the microbial community. This points to an important role of functional redundancy in regulating DOM composition. We tested this observation by querying metagenomes for pathways that utilize metabolic by-products putatively identified in the DOM time-series. We find that core microbial metabolisms, either those required by all or by a subset of marine microbes, are important predictors of DOM composition. The molecular-level characterization of DOM herein highlights the potential imprint of microbial activity on seasonal DOM composition.IMPORTANCEMarine dissolved organic matter (DOM) is a major carbon reservoir that acts as a critical control on the Earth's climate. DOM dynamics are largely regulated by a complex web of chemical-microbial interactions, but the mechanisms underpinning these processes are not well understood. In a three-year time-series, we found that the identity of the microbes is more likely to change between years than the composition of the DOM molecules. The taxonomic variability suggests that metabolisms shared across taxa, encoded by genes that conduct core microbial functions, are responsible for the more stable composition of DOM. While more than three decades of marine prokaryoplankton time-series are available, a similar reference for DOM molecules was missing. This time-series provides an improved understanding of the different responses of DOM molecules and microbes to seasonal environmental changes.

Indexed as

MicrobiotaOrganic ChemicalsSeasonsSeawaterBacteriaOceans and SeasOrganic Chemicalsdissolved organic matter (DOM)microbial communitiesoligotrophic oceantime-series

Identifiers

PMID41467786
PMCPMC12911362

What OpenQuestion holds

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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.