Evidence map›Paper›PMID 41904356›Full record

ArticleMicrobial ecology2026

Seasonal Dynamics of Freshwater Bacterial Communities in Continental and Mediterranean Lakes.

Iva Vojtkuf, Andrea Čačković, André R Soares, Alexander J Probst, Sandi Orlić

Abstract read
In one paragraph

Article in Microbial ecology, 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

5 authors.

Iva VojtkufDivision of Materials Chemistry, Ruđer Bošković Institute, Zagreb, Croatia.ORCID http://orcid.org/0009-0004-5013-2025
Andrea ČačkovićDivision of Materials Chemistry, Ruđer Bošković Institute, Zagreb, Croatia.
André R SoaresEnvironmental Metagenomics, Research Center One Health Ruhr, University of Duisburg- Essen, Essen, Germany.
Alexander J ProbstEnvironmental Metagenomics, Research Center One Health Ruhr, University of Duisburg- Essen, Essen, Germany.ORCID http://orcid.org/0000-0002-9392-6544
Sandi OrlićDivision of Materials Chemistry, Ruđer Bošković Institute, Zagreb, Croatia. sorlic@irb.hr.ORCID http://orcid.org/0000-0002-6339-4145

Funding

Deutsche Forschungsgemeinschaft 426547801Hrvatska Zaklada za Znanost IP-2020-02-9021
6 · The paper itself

Abstract

Lakes are highly dynamic freshwater ecosystems where complex interactions between environmental factors and microbial communities regulate biogeochemical cycling and ecosystem stability. Seasonal dynamics of rare and dominant bacterial taxa, as well as the links between dominant taxa and environmental drivers in freshwater ecosystems across Croatia’s contrasting climatic regions, remain insufficiently explored. To address this gap, this study investigated six deep karstic lakes across both regions. Amplicon-based 16 S rRNA gene sequencing coupled with FAPROTAX-based functional predictions revealed that microbial community structure and inferred functional potential were strongly influenced by environmental variability. Dissolved organic carbon (DOC) was identified as the primary driver of community composition. Typical freshwater bacterial genera, including hgcl, Cyanobium PCC-6307, and Luteolibacter, dominated across all lakes. Mediterranean lakes exhibited greater heterogeneity in inferred functional potential across seasons, with variable enrichment in predicted pathways associated with carbon, nitrogen, and sulfur cycling. By contrast, continental lakes showed more stable inferred functional potential with less pronounced seasonal fluctuations. Overall, this study highlights how environmental and climatic variability shape the taxonomic composition and inferred functional potential of microbial communities in freshwater systems, emphasizing the ecological dynamics of dominant bacterial taxa, while also revealing seasonal and regional differences between dominant and rare bacterial taxa across contrasting climatic regions.

Indexed as

BacteriaLakesCarbonCroatiaDNA, BacterialEcosystemFresh WaterMediterranean RegionPhylogenyRNA, Ribosomal, 16SSeasonsCarbonDNA, BacterialRNA, Ribosomal, 16S16S rRNA gene sequencingDominant taxaEnvironmental driversInferred functional potentialNutrient cyclingRare taxa

Identifiers

PMID41904356
PMCPMC13156095

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.