Evidence map›Paper›PMID 41655985›Full record

ArticleEnvironmental microbiology2026

Use of Microbial Biofilms to Assess Groundwater Quality in Karstic Ecosystems.

Lina Fabre, Clémentine Francois, Félix Vallier, Maïlys Gauthier, Emmanuel Malet, Ludovic Guillard, Yves Perrette, Florian Mermillod-Blondin

Abstract read
In one paragraph

Article in Environmental microbiology, 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

8 authors.

Lina FabreUniversité Claude Bernard Lyon 1, Villeurbanne, France.
Clémentine FrancoisUniversité Claude Bernard Lyon 1, Villeurbanne, France.
Félix VallierUniversité Claude Bernard Lyon 1, Villeurbanne, France.ORCID https://orcid.org/0009-0008-2884-2206
Maïlys GauthierUniversité Claude Bernard Lyon 1, Villeurbanne, France.ORCID https://orcid.org/0000-0002-1804-7363
Emmanuel MaletSavoie Mont Blanc University, Chambéry, France.ORCID https://orcid.org/0000-0002-7117-6332
Ludovic GuillardUniversité Claude Bernard Lyon 1, Villeurbanne, France.ORCID https://orcid.org/0009-0005-4383-5459
Yves PerretteSavoie Mont Blanc University, Chambéry, France.ORCID https://orcid.org/0000-0002-7671-8946
Florian Mermillod-BlondinUniversité Claude Bernard Lyon 1, Villeurbanne, France.

Funding

Agence de l'Eau Rhône Méditerranée Corse BIOKARSTAgence Nationale de la Recherche ANR-17-EURE-0018Agence Nationale de la Recherche ANR-22-PEXO-0011Grand Chambéry
6 · The paper itself

Abstract

Karstic aquifers are particularly vulnerable to contaminations but, unlike surface waters, biological indicators of their groundwater quality are lacking. We propose a methodology based on microbial biofilms developed on artificial substrates (clay beads) to evaluate groundwater quality. Clay beads were incubated every 2 months over 18 months in three karstic stations characterised by contrasting nutrient and organic matter inputs from their catchments. After every 2-month incubation, microbial biofilms on clay beads were analysed for biomass, hydrolytic and dehydrogenase activities, and prokaryotic community structure. NH

Indexed as

BacteriaBiofilmsEnvironmental MonitoringGroundwaterWater QualityBiomassCarbonClayEcosystemCarbonClayanthropogenic impactsartificial substratesnutrientsorganic matterprocaryotic community structure

Identifiers

PMID41655985
PMCPMC12883293

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.