Evidence map›Paper›PMID 41001489›Full record

ArticlemedRxiv : the preprint server for health sciences2025

Wastewater Sequencing Reveals Persistent Circulation and Rising Prevalence of Several Oncogenic Viruses Across Texas.

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 readPreprint
In one paragraph

Article in medRxiv : the preprint server for health sciences, 2025. 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, TX.
Ryan K PerezDepartment of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX.
Matt RossDepartment of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX.
Michael TiszaDepartment of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX.
Sara J Javornik CregeenDepartment of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX.
Jennifer DeeganThe University of Texas Health Science Center at Houston (UTHealth) School of Public Health, Houston, TX.
Joseph F PetrosinoDepartment of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX.
Eric BoerwinkleThe University of Texas Health Science Center at Houston (UTHealth) School of Public Health, Houston, TX.
Justin R ClarkDepartment of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX.
Anthony W MaressoDepartment of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX.

Funding

Organoid Cultivation CoreU19AI157981 · NIAID · BAYLOR COLLEGE OF MEDICINE · PI MARESSO, ANTHONY W · 2021 to 2025
$12.4M
NIAID NIH HHS U19 AI157981
6 · The paper itself

Abstract

Background: Oncogenic viruses cause high-risk cancers in humans and are responsible for nearly 20% of all cancer cases worldwide. Currently, very limited data exists in the realm of wastewater-based viral epidemiology (WBE) of cancer-causing viruses, with existing studies using targeted approaches (i.e PCR-based approaches) which lack scalability. Our study aims to carry out WBE with hybrid-capture probes to detect and track multiple oncogenic viruses simultaneously in wastewater across Texas, USA, overcoming the drawbacks associated with targeted approaches. Methods: Here, we used a hybrid-capture approach to detect, filter and sequence oncogenic virus signals from wastewater samples collected over a duration of three years, from May 2022 to May 2025. Once viral reads were sequenced, we utilized established computational tools to characterize reads into their respective virus of origin. Next, viral abundances of each characterized oncogenic virus were tracked over time and read coverage across their genomes was measured using read mapping techniques. Findings: We detected six known oncogenic viruses, along with three suspected oncogenic viruses across all sampling locations within Texas. Over three years, viral abundance gradually increased, with distinct peaks and dips over the summer and winter months. The prevalence of high-risk viruses such as HPV and EBV rose sharply, with increases in abundance observed post-2024. We also obtained nearly 100% genome coverage with viral reads captured using a hybrid-capture technique for almost all oncogenic viruses and their types. Interpretations: Our study shows that a hybrid-capture method can efficiently overcome the challenges faced with using targeted approaches for WBE. Using this method, we get broader read coverage, coupled with concurrent and consistent real-time tracking dynamics of multiple oncogenic viruses. Our findings also emphasize the persistent circulation and rising prevalence of high-risk cancer-causing viruses, underscoring the need for sustained public health interventions to protect communities and assess viral prevalence in high-risk populations. Funding: This work was supported by S.B. 1780, 87th Legislature, 2021 Reg. Sess. (Texas 2021), the Baylor College of Medicine and the Alkek Foundation Seed Funds.

Identifiers

PMID41001489
PMCPMC12458486

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.