Evidence map›Paper›PMID 41542784›Full record

ArticleMolecular ecology2026

Ecological Processes Shaping Marine Microbial Assemblages Diverge Between Equatorial and Temperate Time-Series.

Pedro C Junger, Vinicius S Kavagutti, Ina M Deutschmann, Carlota R Gazulla, Paula Huber, Maiara Menezes, Rodolfo Paranhos, André M Amado, Isabel Ferrera, Janaina Rigonato and 4 more

Abstract read
In one paragraph

Article in Molecular ecology, 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

14 authors.

Pedro C JungerLaboratory of Microbial Processes & Biodiversity, Departamento de Hidrobiologia, Universidade Federal de São Carlos (UFSCar), São Carlos, São Paulo, Brazil.ORCID https://orcid.org/0000-0001-8774-0738
Vinicius S KavaguttiLaboratory of Microbial Processes & Biodiversity, Departamento de Hidrobiologia, Universidade Federal de São Carlos (UFSCar), São Carlos, São Paulo, Brazil.ORCID https://orcid.org/0000-0002-1692-0042
Ina M DeutschmannInstitut de Ciències del Mar (ICM), CSIC, Barcelona, Catalunya, Spain.ORCID https://orcid.org/0000-0002-3512-261X
Carlota R GazullaCNRS, Laboratoire d'Ecogéochimie des Environnements Benthiques (LECOB), Observatoire Océanologique de Banyuls, Sorbonne Université, Banyuls-sur-Mer, France.ORCID https://orcid.org/0000-0001-6548-9458
Paula HuberLaboratory of Microbial Processes & Biodiversity, Departamento de Hidrobiologia, Universidade Federal de São Carlos (UFSCar), São Carlos, São Paulo, Brazil.ORCID https://orcid.org/0000-0002-5411-7736
Maiara MenezesDepartamento de Oceanografia e Limnologia, Universidade Federal do Rio Grande do Norte (UFRN), Natal, Rio Grande do Norte, Brazil.ORCID https://orcid.org/0000-0002-2501-0294
Rodolfo ParanhosInstituto de Biologia, Universidade Federal do Rio de Janeiro (UFRJ), Rio de Janeiro, Rio Grande do Norte, Brazil.ORCID https://orcid.org/0000-0002-0098-7269
André M AmadoDepartamento de Engenharia Sanitária e Ambiental, Universidade Federal de Juiz de Fora (UFJF), Juiz de Fora, Minas Gerais, Brazil.ORCID https://orcid.org/0000-0002-7736-8802
Isabel FerreraCentro Oceanográfico de Málaga, Instituto Español de Oceanografía (IEO-CSIC), Málaga, Spain.ORCID https://orcid.org/0000-0003-3484-516X
Janaina RigonatoGénomique Métabolique, Genoscope, Institut François Jacob, CEA, CNRS, Univ Evry, Université Paris-Saclay, Evry, France.ORCID https://orcid.org/0000-0002-1937-7030
Samuel ChaffronNantes Université, École Centrale Nantes, CNRS, LS2N, UMR 6004, Nantes, France.ORCID https://orcid.org/0000-0001-5903-617X
Josep M GasolInstitut de Ciències del Mar (ICM), CSIC, Barcelona, Catalunya, Spain.ORCID https://orcid.org/0000-0001-5238-2387
Ramiro LogaresInstitut de Ciències del Mar (ICM), CSIC, Barcelona, Catalunya, Spain.ORCID https://orcid.org/0000-0002-8213-0604
Hugo SarmentoLaboratory of Microbial Processes & Biodiversity, Departamento de Hidrobiologia, Universidade Federal de São Carlos (UFSCar), São Carlos, São Paulo, Brazil.ORCID https://orcid.org/0000-0001-5220-7992

Funding

Agencia Santafesina de Ciencia, Tecnología e Innovación 117/14Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPQ) 303906/2021-9Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPQ) 313784/2023-0Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPQ) 474759/2013-0Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPQ) PVE400313-2014-6Coordenação de Aperfeiçoamento de Pessoal de Nível Superior BJT013/2012European Commission FP7-ENV-2012-308392Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP) 2014/13139-3Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP) 2017/26786-1Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP) 2020/02517-4Fundação de Apoio Institucional ao Desenvolvimento Científico e Tecnológico (FAI/UFSCar) 3213/2020-83Horizon 2020 Framework Programme 862923Ministerio de Ciencia, Innovación y Universidades CEX2024-001494-SMinisterio de Ciencia, Innovación y Universidades PID2019-105775RB-I00Ministerio de Ciencia, Innovación y Universidades PID2022-136281NB-I00
6 · The paper itself

Abstract

Marine microbial communities are structured by a complex interplay of deterministic and stochastic processes, yet how these vary across latitudes remains poorly understood. Most long-term microbial observatories are restricted to temperate regions, limiting our ability to assess latitudinal contrasts in microbial dynamics. Here, we compare coastal microbial communities from two contrasting marine time-series stations using standardised molecular protocols: a new tropical site in the Equatorial Atlantic (EAMO, 6° S) and a well-studied temperate site in the Mediterranean Sea (BBMO, 41° N). Monthly 16S and 18S rRNA gene sequencing of two size-fractions (0.22-3 μm and > 3 μm) over 41 months (from April 2013 to August 2016) revealed marked differences in taxonomic composition, temporal variability and ecological assembly processes. Temperate communities exhibited strong seasonal turnover, higher beta-diversity and tighter coupling with environmental variables such as temperature and daylength. In contrast, tropical communities were compositionally more stable and more governed by biotic factors and stochastic processes such as historical contingency and ecological drift. These patterns were consistent across taxonomic domains and size-fractions, though selection was generally stronger in prokaryotes and the smallest size-fraction. Co-occurrence networks at the temperate site were more densely connected and environmentally responsive compared to tropical networks, where stochastic processes and putative biological interactions gain prominence. This study highlights the importance of integrating observatories from underrepresented latitudes into global microbial monitoring efforts, particularly as climate change alters the amplitude and frequency of environmental drivers across the ocean.

Indexed as

MicrobiotaSeawaterWater MicrobiologyAtlantic OceanBacteriaBiodiversityEcosystemMediterranean SeaRNA, Ribosomal, 16SRNA, Ribosomal, 18SSeasonsSequence Analysis, DNATemperatureRNA, Ribosomal, 16SRNA, Ribosomal, 18Sequatorial Atlanticmarine microbiomeMediterranean Seametabarcodingmicrobial observatorynetwork analysis

Identifiers

PMID41542784
PMCPMC12809624

What OpenQuestion holds

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LicenceCC BY
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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.