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Guajardo-Leiva S, Díez B, Rojas-Fuentes C, Chnaiderman J, Castro-Nallar E, Catril V, Ampuero M, Gaggero A. From sewage to genomes: Expanding our understanding of the urban and semi-urban wastewater RNA virome. ENVIRONMENTAL RESEARCH 2025; 276:121509. [PMID: 40185271 DOI: 10.1016/j.envres.2025.121509] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/26/2024] [Revised: 03/28/2025] [Accepted: 03/29/2025] [Indexed: 04/07/2025]
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.
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Affiliation(s)
- Sergio Guajardo-Leiva
- Dirección de Investigación, Vicerrectoría Académica, Universidad de Talca, Talca, Chile; Centro de Ecología Integrativa, Universidad de Talca, Talca, Chile; Facultad de Ciencias Agrarias, Universidad de Talca, Talca, Chile.
| | - Beatriz Díez
- GEMA Center for Genomics, Ecology & Environment, Universidad Mayor, Santiago, Chile; Center for Climate and Resilience Research (CR)2, Chile; Millennium Institute Center for Genome Regulation (CGR), Chile
| | - Cecilia Rojas-Fuentes
- Programa de Virología, ICBM, Facultad de Medicina, Universidad de Chile, Chile; Millennium Institute on Immunology and Immunotherapy, Santiago, Chile
| | - Jonás Chnaiderman
- Programa de Virología, ICBM, Facultad de Medicina, Universidad de Chile, Chile
| | - Eduardo Castro-Nallar
- Centro de Ecología Integrativa, Universidad de Talca, Talca, Chile; Departamento de Microbiología, Facultad de Ciencias de la Salud, Universidad de Talca, Talca, Chile
| | - Valentina Catril
- Programa de Virología, ICBM, Facultad de Medicina, Universidad de Chile, Chile
| | - Manuel Ampuero
- Programa de Virología, ICBM, Facultad de Medicina, Universidad de Chile, Chile
| | - Aldo Gaggero
- Programa de Virología, ICBM, Facultad de Medicina, Universidad de Chile, Chile.
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Lei H, Zhou N, Zhang J, Lin R, Chen T, Wu J, Su L, Liu S, Liu T. Salinity as a key factor affects viral structure, function, and life strategies in lakes from arid and semi-arid regions. JOURNAL OF HAZARDOUS MATERIALS 2025; 492:138075. [PMID: 40163992 DOI: 10.1016/j.jhazmat.2025.138075] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/22/2024] [Revised: 03/03/2025] [Accepted: 03/24/2025] [Indexed: 04/02/2025]
Abstract
Salinity impacts lake microorganisms in arid and semiarid zones, affecting climate change. Viruses regulate community structure, facilitate gene transfer, and mediate nutrient cycling. However, studies on the diversity and functional differences of viruses in lakes of varying salinity are limited. Thus, we investigated metagenomic data from 20 lakes in Xinjiang Province, China, to determine viral distribution, virus-host linkage, function, and drivers in lakes of varying salinity. The results showed that salinity shaped the distribution of viral community composition, and Hafunaviridae was the dominant virus in high-salinity lakes. All the metagenome-assembled genomes (MAGs) belonging to Halobacteriota were predicted as hosts, with a lysogenic lifestyle predominating the life strategy, implying their potential protection in salt lakes. Moreover, some auxiliary metabolic genes (AMGs), such as cpeT and PTOX, were related to antioxidant and stress responses, which might help the host survive high salinity stress-induced peroxidation. Notably, the main antibiotic resistance genes (ARGs) carried by viruses, which conferred resistance to polymyxin and trimethoprim, related to the local use of veterinary antibiotics, suggesting that they are potential vehicles for the transmission of ARGs. Overall, these findings suggest that lake systems include unique viral varieties that may influence microbial ecosystems and host metabolism related to environmental adaptability.
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Affiliation(s)
- Haojun Lei
- College of Chemistry and Environmental Engineering, Shenzhen University, Shenzhen 518060, China; Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, School of Biomedical Engineering, Shenzhen University Medical School, Shenzhen 518060, China
| | - Nuowen Zhou
- College of Chemistry and Environmental Engineering, Shenzhen University, Shenzhen 518060, China
| | - Jinhong Zhang
- College of Chemistry and Environmental Engineering, Shenzhen University, Shenzhen 518060, China
| | - Ruifeng Lin
- College of Chemistry and Environmental Engineering, Shenzhen University, Shenzhen 518060, China
| | - Tianyi Chen
- School of Environment and Energy, Peking University Shenzhen Graduate School, Shenzhen 518055, China
| | - Jiang Wu
- School of Environment and Energy, Peking University Shenzhen Graduate School, Shenzhen 518055, China
| | - Lei Su
- Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, School of Biomedical Engineering, Shenzhen University Medical School, Shenzhen 518060, China
| | - Shufeng Liu
- State Key Laboratory of Nutrient Use and Management, College of Resources and Environmental Sciences, China Agricultural University, Beijing 100193, China.
| | - Tang Liu
- College of Chemistry and Environmental Engineering, Shenzhen University, Shenzhen 518060, China.
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González-Pérez E, Chiquito-Almanza E, Villalobos-Reyes S, Canul-Ku J, Anaya-López JL. Diagnosis and Characterization of Plant Viruses Using HTS to Support Virus Management and Tomato Breeding. Viruses 2024; 16:888. [PMID: 38932180 PMCID: PMC11209215 DOI: 10.3390/v16060888] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2024] [Revised: 05/20/2024] [Accepted: 05/29/2024] [Indexed: 06/28/2024] Open
Abstract
Viral diseases pose a significant threat to tomato crops (Solanum lycopersicum L.), one of the world's most economically important vegetable crops. The limited genetic diversity of cultivated tomatoes contributes to their high susceptibility to viral infections. To address this challenge, tomato breeding programs must harness the genetic resources found in native populations and wild relatives. Breeding efforts may aim to develop broad-spectrum resistance against the virome. To identify the viruses naturally infecting 19 advanced lines, derived from native tomatoes, high-throughput sequencing (HTS) of small RNAs and confirmation with PCR and RT-PCR were used. Single and mixed infections with tomato mosaic virus (ToMV), tomato golden mosaic virus (ToGMoV), and pepper huasteco yellow vein virus (PHYVV) were detected. The complete consensus genomes of three variants of Mexican ToMV isolates were reconstructed, potentially forming a new ToMV clade with a distinct 3' UTR. The absence of reported mutations associated with resistance-breaking to ToMV suggests that the Tm-1, Tm-2, and Tm-22 genes could theoretically be used to confer resistance. However, the high mutation rates and a 63 nucleotide insertion in the 3' UTR, as well as amino acid mutations in the ORFs encoding 126 KDa, 183 KDa, and MP of Mexican ToMV isolates, suggest that it is necessary to evaluate the capacity of these variants to overcome Tm-1, Tm-2, and Tm-22 resistance genes. This evaluation, along with the characterization of advanced lines using molecular markers linked to these resistant genes, will be addressed in future studies as part of the breeding strategy. This study emphasizes the importance of using HTS for accurate identification and characterization of plant viruses that naturally infect tomato germplasm based on the consensus genome sequences. This study provides crucial insights to select appropriate disease management strategies and resistance genes and guide breeding efforts toward the development of virus-resistant tomato varieties.
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Affiliation(s)
| | - Elizabeth Chiquito-Almanza
- Instituto Nacional de Investigaciones Forestales, Agrícolas y Pecuarias, Celaya, Guanajuato 38110, Mexico; (E.G.-P.); (S.V.-R.); (J.C.-K.)
| | | | | | - José Luis Anaya-López
- Instituto Nacional de Investigaciones Forestales, Agrícolas y Pecuarias, Celaya, Guanajuato 38110, Mexico; (E.G.-P.); (S.V.-R.); (J.C.-K.)
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Potapov SA, Belykh OI. Virophages Found in Viromes from Lake Baikal. Biomolecules 2023; 13:1773. [PMID: 38136644 PMCID: PMC10741620 DOI: 10.3390/biom13121773] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Revised: 12/04/2023] [Accepted: 12/06/2023] [Indexed: 12/24/2023] Open
Abstract
In this study, a previously little-studied group of viruses-virophages-was searched for and identified in the viromes of the ancient oligotrophic Lake Baikal. Virophages are small dsDNA viruses that parasitize giant viruses (e.g., Mimiviridae), which in turn affect unicellular eukaryotes. We analyzed eight viromes obtained from the deep-water areas of three basins of Lake Baikal and the shallow-water strait Maloye More in different seasons. The sequences of virophages were revealed in all viromes and were dominant after bacteriophages and algal viruses. Sixteen putative complete genomes of virophages were assembled, all of which contained four conserved genes encoding major capsid protein (MCP), minor capsid protein (mCP), maturation cysteine protease (PRO), and FtsK-HerA family DNA-packaging ATPase (ATPase). The MCP-based cluster analysis showed a sequence separation according to seasons, and a dependence on the geographical localization was not detected.
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Affiliation(s)
- Sergey Anatoljevich Potapov
- Limnological Institute Siberian Branch of the Russian Academy of Sciences, Ulan-Batorskaya 3, Irkutsk 664033, Russia;
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