Evidence map›Paper›PMID 41917109›Full record

ArticleScientific reports2026

Metagenomic profiling reveals distinct signatures of pathogens, antibiotic-resistance genes and human viruses in urban river mouths of the north-western Adriatic coast.

Lucia Foresto, Elena Radaelli, Daniela Leuzzi, Giorgia Palladino, Daniel Scicchitano, Semeh Bejaoui, Silvia Turroni, Simone Rampelli, Carlotta Santolini, Alice Pari and 4 more

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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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

14 authors.

Lucia ForestoUnit of Microbiome Science and Biotechnology, Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy.
Elena RadaelliUnit of Microbiome Science and Biotechnology, Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy.
Daniela LeuzziUnit of Microbiome Science and Biotechnology, Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy.
Giorgia PalladinoUnit of Microbiome Science and Biotechnology, Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy.
Daniel ScicchitanoUnit of Microbiome Science and Biotechnology, Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy.
Semeh BejaouiUnit of Microbiome Science and Biotechnology, Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy.
Silvia TurroniUnit of Microbiome Science and Biotechnology, Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy.
Simone RampelliUnit of Microbiome Science and Biotechnology, Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy.
Carlotta SantoliniFondazione Cetacea Onlus, Riccione, Italy.
Alice PariFondazione Cetacea Onlus, Riccione, Italy.
Francesca MarcelliniDipartimento di Scienze della Vita e dell'Ambiente, Università Politecnica delle Marche, Ancona, Italy.
Roberto DanovaroDipartimento di Scienze della Vita e dell'Ambiente, Università Politecnica delle Marche, Ancona, Italy.
Cinzia CorinaldesiDipartimento di Scienze e Ingegneria della Materia, dell'Ambiente ed Urbanistica, Università Politecnica delle Marche, Ancona, Italy.
Marco CandelaUnit of Microbiome Science and Biotechnology, Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy. marco.candela@unibo.it.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Coastal ecosystems are increasingly threatened by microbiological risk due to urban wastewater discharges, which might affect public health and have important economic consequences on the blue tourism. Here, we examine the changes in water and sediment microbiomes at the mouths of three urban-draining rivers (Marecchia, Marano, Rio Melo) and at the Santa Giustina wastewater treatment plant, situated in one of the most densely urbanized and touristic areas of the Adriatic Sea. During the peak summer season, water and sediment samples were analysed through 16 S rRNA metabarcoding and shotgun metagenomics to identify the presence of pathogenic bacteria, human viruses, and antibiotic resistance genes (ARGs). Results revealed that impacted river mouths hosted distinct microbial fingerprints, with seawater showing higher levels of pathogenic bacteria (including Vibrio, Enterococcus, Escherichia-Shigella, and Streptococcus) than sediments. Several human viruses of risk groups 2 and 4, such as Adenoviridae, Herpesviridae, Papillomaviridae, Poxviridae, were detected, along with 99 ARGs, 82 of which were classified by the World Health Organization (WHO) as critically important. Our data suggest the persistence of pathogens in treated effluents and reveal a specific combination of bacterial taxa, viruses, and ARGs, with site-specific profiles. Overall, our findings underscore the need for systematic genomic-based monitoring to safeguard bathing water quality and mitigate risks to human and environmental health, in line with One Health principles.

Indexed as

BacteriaDrug Resistance, MicrobialMetagenomeMetagenomicsRiversVirusesEnvironmental MonitoringGeologic SedimentsHumansMicrobiotaRNA, Ribosomal, 16SWastewaterWater MicrobiologyRNA, Ribosomal, 16SWastewaterAntibiotic resistance genesCoastal environmentsHuman virusMetagenomicsOne HealthPathogens

Identifiers

PMID41917109
PMCPMC13187181

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LicenceCC BY-NC-ND
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Registered trials

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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.