Evidence map›Paper›PMID 41915324›Full record

ArticleMolecular biology reports2026

Metagenome-based insights into bacteriophage diversity of an urban river ecosystem.

Abhiruchi Varshney, Indira P Sarethy

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Article in Molecular biology 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

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4 · The record

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5 · Who and what money

Authors and funding

2 authors.

Abhiruchi VarshneyDepartment of Biotechnology, Jaypee Institute of Information Technology, A-10 Sector 62, 201309, Noida, India.ORCID http://orcid.org/0009-0007-3763-8015
Indira P SarethyDepartment of Biotechnology, Jaypee Institute of Information Technology, A-10 Sector 62, 201309, Noida, India. indira.sarethy@mail.jiit.ac.in.ORCID http://orcid.org/0000-0002-5836-6123

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe Yamuna River, one of India’s major freshwater systems, has experienced severe ecological deterioration due to the continuous discharge of untreated domestic and industrial effluents, resulting in high microbial and chemical pollution loads. This degradation has promoted the proliferation of pathogenic and antimicrobial-resistant bacteria, underscoring the urgent need for sustainable microbial control strategies.

methodsThis study comprehensively characterized the bacteriophage diversity of the Yamuna River through an integrative approach combining conventional phage isolation, transmission electron microscopy (TEM), and high-throughput metagenomic analysis.

resultsPhages infecting Escherichia coli and Pseudomonas fluorescens exhibited distinct plaque morphologies and strong lytic activity, confirming the presence of active viral populations. TEM analysis revealed diverse tailed morphotypes characteristic of the class Caudoviricetes. Metagenomic profiling identified 28,993 viral contigs across 21 viral classes, predominantly Caudoviricetes (49%). Of these, 57% were classified phages, while 43% remained unclassified, indicating substantial unexplored viral diversity within this ecosystem. Notably, 19% of the detected phages were associated with pathogenic bacterial hosts, including multidrug-resistant (MDR) ESKAPE pathogens of 544 abundance (4%), highlighting their clinical and ecological significance. Functional annotation further revealed auxiliary metabolic genes (AMGs) involved in nutrient cycling, host metabolism modulation, and viral replication, reflecting the adaptive versatility of these phages.

conclusionThis study presents an integrated, phage-centric investigation from the polluted water column of the Yamuna River in Delhi. By combining wet-lab isolation, transmission electron microscopy, and metagenomic analysis of bacteriophages, we identify a diverse reservoir of largely uncultivated waterborne phages with relevance to microbial regulation, environmental monitoring, and antimicrobial resistance mitigation. These findings provide a genomic basis for exploring environmental phages in sustainable water quality management and the development of phage-based therapeutic interventions.

Indexed as

BacteriophagesMetagenomeRiversEcosystemEscherichia coliIndiaMetagenomicsPseudomonas fluorescensWater MicrobiologyAntimicrobial resistanceBacteriophagesESKAPE PathogensMetagenomicsYamuna River

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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.