Evidence map›Paper›PMID 42511774›Full record

ArticleInternational journal of molecular sciences2026

Comparative Analysis of Viral Communities in Hospital, University and Urban Wastewater by Shotgun Metagenomic Sequencing.

Alessandra Nappo, Adeel Mumtaz Abbasi, Giulia Berno, Martina Rueca, Flavia Smoquina, Cesare Ernesto Maria Gruber, Lavinia Fabeni, Pietro Giorgio Spezia, Fabrizio Carletti, Daniele Pietrucci and 7 more

Abstract readComparative Study
In one paragraph

Article in International journal of molecular sciences, 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

17 authors.

Alessandra NappoLaboratory of Virology and Laboratories of Biosecurity, National Institute for Infectious Diseases Lazzaro Spallanzani-IRCCS, 00149 Rome, Italy.ORCID 0000-0002-3036-7597
Adeel Mumtaz AbbasiDepartment for Innovation in Biological Agro-Food and Forest Systems, University of Tuscia, 01100 Viterbo, Italy.ORCID 0000-0002-5443-511X
Giulia BernoLaboratory of Virology and Laboratories of Biosecurity, National Institute for Infectious Diseases Lazzaro Spallanzani-IRCCS, 00149 Rome, Italy.ORCID 0000-0003-0331-2627
Martina RuecaLaboratory of Virology and Laboratories of Biosecurity, National Institute for Infectious Diseases Lazzaro Spallanzani-IRCCS, 00149 Rome, Italy.ORCID 0000-0001-5162-046X
Flavia SmoquinaLaboratory of Virology and Laboratories of Biosecurity, National Institute for Infectious Diseases Lazzaro Spallanzani-IRCCS, 00149 Rome, Italy.ORCID 0009-0009-8975-0089
Cesare Ernesto Maria GruberLaboratory of Virology and Laboratories of Biosecurity, National Institute for Infectious Diseases Lazzaro Spallanzani-IRCCS, 00149 Rome, Italy.ORCID 0000-0002-8831-3380
Lavinia FabeniLaboratory of Virology and Laboratories of Biosecurity, National Institute for Infectious Diseases Lazzaro Spallanzani-IRCCS, 00149 Rome, Italy.ORCID 0000-0002-2975-8611
Pietro Giorgio SpeziaLaboratory of Virology and Laboratories of Biosecurity, National Institute for Infectious Diseases Lazzaro Spallanzani-IRCCS, 00149 Rome, Italy.ORCID 0000-0002-6743-014X
Fabrizio CarlettiLaboratory of Virology and Laboratories of Biosecurity, National Institute for Infectious Diseases Lazzaro Spallanzani-IRCCS, 00149 Rome, Italy.ORCID 0000-0003-1952-5117
Daniele PietrucciDepartment for Innovation in Biological Agro-Food and Forest Systems, University of Tuscia, 01100 Viterbo, Italy.ORCID 0000-0002-4233-0839
Maya PetricciuoloLaboratory of Applied and Environmental Microbiology, Department of Chemistry, Biology and Biotechnology, University of Perugia, 06123 Perugia, Italy.ORCID 0000-0003-2837-4517
Agnese CarnevaliLaboratory of Applied and Environmental Microbiology, Department of Chemistry, Biology and Biotechnology, University of Perugia, 06123 Perugia, Italy.
Nico SannaDepartment for Innovation in Biological Agro-Food and Forest Systems, University of Tuscia, 01100 Viterbo, Italy.ORCID 0000-0002-1947-7939
Carmine TalaricoDompé Farmaceutici SpA, EXSCALATE, 80131 Napoli, Italy.ORCID 0000-0003-4789-0955
Ermanno FedericiLaboratory of Applied and Environmental Microbiology, Department of Chemistry, Biology and Biotechnology, University of Perugia, 06123 Perugia, Italy.ORCID 0000-0003-4983-1967
Giovanni ChillemiBioinformatics Research Unit in Infectious Diseases, National Institute for Infectious Diseases Lazzaro Spallanzani-IRCCS, 00149 Rome, Italy.ORCID 0000-0003-3901-6926
Fabrizio MaggiLaboratory of Virology and Laboratories of Biosecurity, National Institute for Infectious Diseases Lazzaro Spallanzani-IRCCS, 00149 Rome, Italy.ORCID 0000-0001-7489-5271

Funding

European Union Next-GenerationEU CUP F53C24001620001Ministry of Health Ricerca Corrente-Linea 1 on emerging and re-emerging infections
6 · The paper itself

Abstract

Wastewater-based surveillance has emerged as a powerful approach for population-level monitoring of pathogen circulation in a timely and non-invasive manner. In this study, shotgun metagenomic sequencing was applied to wastewater samples collected from a hospital (HP), a university campus (UN), and a wastewater treatment plant (WTP). Viral sequences were taxonomically classified using Kraken2. Specifically, HP samples showed the highest viral richness, followed by WTP and UN samples (HP vs. UN,

Indexed as

MetagenomicsViromeVirusesWastewaterHospitalsHumansMetagenomePhylogenyShotgun SequencingUniversitiesWastewaterAnelloviridaeKraken2metagenomic shotgun sequencingpublic health surveillanceviromewastewater-based epidemiology

Identifiers

PMID42511774
PMCPMC13410366

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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.