Evidence map›Paper›PMID 42126240›Full record

ArticleApplied and environmental microbiology2026

Detection, persistence, and rising prevalence of oncogenic viruses revealed by wastewater metagenomics.

Harihara Prakash, Ryan K Perez, Matt Ross, Michael Tisza, Sara J Javornik Cregeen, Jennifer Deegan, Joseph F Petrosino, Eric Boerwinkle, Justin R Clark, Anthony W Maresso

Abstract read
In one paragraph

Article in Applied and environmental microbiology, 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

10 authors.

Harihara PrakashDepartment of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, Texas, USA.ORCID 0009-0008-1385-2794
Ryan K PerezDepartment of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, Texas, USA.
Matt RossDepartment of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, Texas, USA.
Michael TiszaDepartment of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, Texas, USA.
Sara J Javornik CregeenDepartment of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, Texas, USA.
Jennifer DeeganThe University of Texas Health Science Center at Houston (UTHealth) School of Public Health, Houston, Texas, USA.
Joseph F PetrosinoDepartment of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, Texas, USA.
Eric BoerwinkleThe University of Texas Health Science Center at Houston (UTHealth) School of Public Health, Houston, Texas, USA.ORCID 0000-0001-8813-0544
Justin R ClarkDepartment of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, Texas, USA.ORCID 0000-0003-1590-6828
Anthony W MaressoDepartment of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, Texas, USA.ORCID 0000-0002-4452-3490

Funding

Organoid Cultivation CoreU19AI157981 · NIAID · BAYLOR COLLEGE OF MEDICINE · PI MARESSO, ANTHONY W · 2021 to 2025
$12.4M
87th Texas State Legislature, 2021 Reg. Sess. S.B. 1780Baylor College of Medicine Alkek Foundation Seed FundsBaylor College of Medicine Joseph Melnick Seed FundsNIAID NIH HHS U19 AI157981
6 · The paper itself

Abstract

Oncogenic viruses cause high-risk cancers in humans and are responsible for nearly 20% of all cancer cases worldwide. Currently, very limited data exist in the realm of wastewater-based viral epidemiology (WBE) for cancer-causing viruses, with existing studies using targeted approaches (i.e., PCR-based approaches) that lack genomic resolution. In this study, we used a hybrid-capture approach to detect, filter, and sequence all known oncogenic virus signals from wastewater samples collected over 3 years (May 2022-May 2025) in 16 Texas cities, covering nearly 25% of the state's population. Once sequenced, we used custom computational tools designed for wastewater metagenomics to assign reads into their respective virus of origin, estimate viral abundances over time, and measure genomic read coverage. Our data indicate that we successfully detected oncogenic viruses, including six known oncogenic viruses, and three suspected oncogenic viruses, across all sampling locations within Texas. We observed a gradual increase in the viral abundance of oncogenic viruses over 3 years, with distinct peaks and dips over the summer and winter months. The prevalence of high-risk viruses such as human papillomavirus (HPV) and Epstein-Barr virus (EBV) rose, with sharp increases in viral abundance observed post-2024. We also obtained nearly 100% genome coverage with viral reads captured using this hybrid-capture technique for nearly all oncogenic viruses, with resolution down to the species and type taxonomic levels in some cases, such as that of HPV. Our study showcases the utility of hybrid-capture techniques to detect and track multiple oncogenic viruses simultaneously.IMPORTANCECancer-causing viruses are of major clinical significance, responsible for nearly 20% of all recorded cancer incidences in humans worldwide. There is a need for improved detection, tracking, and control of oncogenic viruses across the globe. To our knowledge, this work is the first comprehensive WBE approach used to detect all known oncogenic viruses concurrently, demonstrating the feasibility of monitoring the presence and levels of cancer-causing viruses and enabling the possibility of public health interventions in the future. Using this method, we obtain broad genomic coverage at strong depth and specificity, coupled with consistent real-time tracking dynamics of multiple oncogenic viruses. Furthermore, we showcase the ability to identify genomic regions on viral reference genomes from which sequenced reads originate. This information can be an invaluable tool toward understanding the viral prevalence dynamics in general populations, their relationship to cancer incidences in humans, and their mechanisms of viral evolution, including mutations.

Indexed as

MetagenomicsOncogenic VirusesWastewaterGenome, ViralHumansPrevalenceTexasWastewatercancerhybrid-capture sequencingoncogenic viruswastewater based epidemiology

Identifiers

PMID42126240
PMCPMC13274453

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.