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From sewage to genomes: Expanding our understanding of the urban and semi-urban wastewater RNA virome
Indexado
WoS WOS:001466360900001
Scopus SCOPUS_ID:105001872023
DOI 10.1016/J.ENVRES.2025.121509
Año 2025
Tipo artículo de investigación

Citas Totales

Autores Afiliación Chile

Instituciones Chile

% Participación
Internacional

Autores
Afiliación Extranjera

Instituciones
Extranjeras


Abstract



Wastewater is a hotspot for viral diversity, harboring various microbial, plant, and animal viruses, including those that infect humans. However, the dynamics, resilience, and ecological roles of viral communities during treatment are largely unknown. In this study, we explored RNA virus ecogenomics using metagenomics from influent and effluent samples across three wastewater catchment areas in Chile, with a population of 7.05 million equivalent inhabitants. We identified 14,212 RNA-dependent RNA polymerase (RdRP)-coding sequences from the Orthornavirae kingdom, clustering into 4989 viral species. Using extensive databases of 14,150 family-level representative sequences, we classified 90 % of our sequences at the family level. Our analysis revealed that treatment reduced viral richness and evenness (Shannon index), but phylogenetic diversity remained unchanged. Effluents showed lower richness and evenness than influents with similar phylogenetic diversity. Species turnover, influenced by catchment area and treatment, accounted for 54 % of sample dissimilarities (Weighted Unifrac). Biomarker analysis indicated that families like Astroviridae and Fiersviridae were more abundant in influents, while Reoviridae and Virgaviridae dominated effluents. This suggests that viral resistance to treatment varies and cannot be solely attributed to genome type, size, or morphology. We traced viral genomes through time and space, identifying sequences like the Pepper Mild Mottle Virus (PMMoV) from the Virgaviridae family over large distances and periods, highlighting its wastewater marker potential. High concentrations of human pathogens, such as Rotavirus (Reoviridae) and Human Astrovirus (Astroviridae), were found in both influents and effluents, stressing the need for continuous monitoring, especially for treated wastewater reuse.

Revista



Revista ISSN
Environmental Research 0013-9351

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Disciplinas de Investigación



WOS
Public, Environmental & Occupational Health
Environmental Sciences
Scopus
Sin Disciplinas
SciELO
Sin Disciplinas

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Publicaciones WoS (Ediciones: ISSHP, ISTP, AHCI, SSCI, SCI), Scopus, SciELO Chile.

Colaboración Institucional



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Autores - Afiliación



Ord. Autor Género Institución - País
1 Guajardo-Leiva, Sergio - Universidad de Talca - Chile
2 Diez, Beatriz - Universidad Mayor - Chile
Centro de Ciencia del Clima y la Resiliencia - Chile
Millennium Inst Ctr Genome Regulat CGR - Chile
Centro de Ciencia del Clima y la Resiliencia (CR)2 - Chile
Instituto Milenio Centro de Regulación del Genoma - Chile
3 Rojas-Fuentes, Cecilia - Universidad de Chile - Chile
Instituto Milenio de Oceanografía - Chile
Instituto Milenio de Inmunología e Inmunoterapia - Chile
4 Chnaiderman, Jonas - Universidad de Chile - Chile
5 Castro-Nallar, Eduardo Hombre Universidad de Talca - Chile
6 Catril, Valentina - Universidad de Chile - Chile
7 Ampuero, Manuel - Universidad de Chile - Chile
8 Gaggero, Aldo - Universidad de Chile - Chile

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Financiamiento



Fuente
ANID-Fondecyt
ANID-FONDECYT Regular
ANID-FONDECYT de Postdoctorado
ANID-fondecyt de iniciación
Agenția Națională pentru Cercetare și Dezvoltare
ANID-Anillo
Millennium Institute Center for Genome Regulation (ANID-MILENIO)
National Laboratory for High Performance Computing NLHPC (ECM-02)
Center for Climate and Resilience Research (CR2) (ANID-FONDAP)

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Agradecimientos



Agradecimiento
This work was financially supported by ANID-FONDECYT Regular 1181656, ANID-Anillo ATE220007, ANID-FONDECYT de Postdoctorado 3210547, ANID-FONDECYT de Iniciacion 11241231, Center for Climate and Resilience Research (CR2) (ANID-FONDAP 1523A0002) , the Millennium Institute Center for Genome Regulation (ANID-MILENIO ICN2021_044) and National Laboratory for High Performance Computing NLHPC (ECM-02) .
This work was financially supported by ANID-FONDECYT Regular 1181656, ANID-Anillo ATE220007, ANID-FONDECYT de Postdoctorado 3210547, ANID-FONDECYT de Iniciaci\u00F3n 11241231, Center for Climate and Resilience Research (CR2) (ANID-FONDAP 1523A0002), the Millennium Institute Center for Genome Regulation (ANID-MILENIO ICN2021_044) and National Laboratory for High Performance Computing NLHPC (ECM-02).
This work was financially supported by ANID-FONDECYT Regular 1181656, ANID-Anillo ATE220007, ANID-FONDECYT de Postdoctorado 3210547, ANID-FONDECYT de Iniciaci\u00F3n 11241231, Center for Climate and Resilience Research (CR2) (ANID-FONDAP 1523A0002), the Millennium Institute Center for Genome Regulation (ANID-MILENIO ICN2021_044) and National Laboratory for High Performance Computing NLHPC (ECM-02).The authors declare the following financial interests/personal relationships which may be considered as potential competing interests: Sergio Guajardo-Leiva reports financial support was provided by National Agency for Research and Development. If there are other authors, they declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

Muestra la fuente de financiamiento declarada en la publicación.