Evidence map›Paper›PMID 40113629›Full record

ArticleMicrobial ecology2025

Exploring the Bacteriome Diversity and Use as a Proxy for Climate Change and Human Impacts on Groundwater in Temperate and Tropical Countries.

Oana Teodora Moldovan, Erika Levei, Rodrigo Lopes Ferreira, Marconi Souza Silva, Ionuț Cornel Mirea

Abstract read
In one paragraph

Article in Microbial ecology, 2025. 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

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.

Oana Teodora MoldovanCluj-Napoca Department, Emil Racovita Institute of Speleology, Romanian Academy, Clinicilor 5, 400006, Cluj-Napoca, Romania. oanamol35@gmail.com.
Erika LeveiResearch Institute for Analytical Instrumentation Subsidiary, National Institute of Research and Development for Optoelectronics INOE 2000, Donath 67, 400293, Cluj-Napoca-Napoca, Romania.
Rodrigo Lopes FerreiraUniversidade Federal de Lavras, Campus Universitário, Lavras, Caixa Postal 3037, Brazil.
Marconi Souza SilvaUniversidade Federal de Lavras, Campus Universitário, Lavras, Caixa Postal 3037, Brazil.
Ionuț Cornel MireaEmil Racovita Institute of Speleology, Romanian Academy, 13 Septembrie 13, 050711, București, Romania.

Funding

Biodiversa+, the European Biodiversity Partnership GA N°101052342Ministry of Research and Innovation, CNCS - UEFISCDI PN-III-P4-ID-PCCF-2016-0016 (DARKFOOD)National Council for Scientific and Technological Development CNPq n. 302925/2022-8
6 · The paper itself

Abstract

This research investigates bacterial communities in various cave pool water and substrates from Brazil and Romania for their use as indicators of environmental impacts on groundwater. Regional and seasonal differences were observed even if, at the phylum level, common bacteria for both countries were found. Distinct patterns emerged at the genus level due to the different climates (tropical vs. temperate) and ecosystems. Chemoautotrophic conditions define an utterly different groundwater bacteriome than oligotrophic conditions independent of the temperature. Bacteria as a proxy for climate change were explored using seasonal changes in Romanian caves; specific genera become dominant in summer months, such as Acinetobacter, Paeniglutamicibacter, Polaromonas, and Saccharimonadales, indicating processes that occur during the low-water season. Climate change, particularly dryness, is expected to exacerbate these variations, threatening the stability of groundwater ecosystems. The research also identified anthropic pollution indicators (Vogesella, Cutibacterium) and potential decontaminants (Bacillus) in Brazilian cave waters. Anthropic pollution indicators, like Pseudoarthrobacter. were also found in Romanian caves. Other key bacteria genera, such as Flavobacterium, Pseudomonas, and Acinetobacter, are chemolithotrophs or involved in the nitrogen cycle, which is critical in supplying nutrients for the cave food web. Marked differences between water and substrate microbiomes within the same pools suggested that substrates may play a crucial, underexplored role in groundwater ecosystem processes. Our study found unassigned taxa, 3 phyla, 2 families, and 832 genera (> 40%) in the studied pools. The results underscore the need to further explore groundwater microbiomes as potentially crucial yet fragile ecosystems in the face of climate change and human impacts.

Indexed as

BacteriaCavesClimate ChangeGroundwaterMicrobiotaBiodiversityBrazilEcosystemEnvironmental MonitoringHumansRNA, Ribosomal, 16SRomaniaSeasonsTropical ClimateRNA, Ribosomal, 16SCave poolChemoautotrophicIndicatorsMetabarcodingOligotrophicSubstrateWater

Identifiers

PMID40113629
PMCPMC11926030

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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.