Evidence map›Paper›PMID 41282116›Full record

ArticleResearch square2025

Developing and Benchmarking One Health Genomic Surveillance Tools for Influenza A Virus in Wastewater.

Minxi Jiang, Audrey L W Wang, James B Thissen, Kara L Nelson, Lenore Pipes, Rose S Kantor

Abstract readPreprint
In one paragraph

Article in Research square, 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

6 authors.

Minxi JiangDepartment of Civil and Environmental Engineering, University of California, Berkeley, CA, USA.ORCID 0000-0002-0796-2590
Audrey L W WangDepartment of Civil and Environmental Engineering, University of California, Berkeley, CA, USA.
James B ThissenPhysical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, USA.
Kara L NelsonDepartment of Civil and Environmental Engineering, University of California, Berkeley, CA, USA.
Lenore PipesPacific Biosciences Research Center, University of Hawai'i at Mānoa, Honolulu, HI, USA.
Rose S KantorPhysical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, USA.

Funding

Phylogenetic and computational methods for accurate and efficient analyses of large-scale metagenomics datasetsR00GM144747 · NIGMS · UNIVERSITY OF HAWAII AT MANOA · PI Lenore Pipes · 2025 to 2026
$498k
NIGMS NIH HHS R00 GM144747
6 · The paper itself

Abstract

Influenza A viruses (IAV) remain a persistent One Health threat, and whole-genome sequencing from wastewater offers a promising surveillance tool. However, IAV is at low abundance in wastewater, making it difficult to sequence. We benchmarked four targeted enrichment methods suited for whole-genome sequencing including custom and off-the-shelf amplicon and probe-based methods. Our custom HA tiled-amplicon panel was sensitive, fast, and cost-effective, making it suitable for monitoring low-abundance seasonal variants of known subtypes. However, its reliance on conserved and intact primer-binding sites limited primer design to fewer subtypes. A previously published universal amplicon method targeted all IAV subtypes, but it performed poorly in wastewater due to its reliance on intact genome segments. Probe-capture methods were resilient to RNA degradation and mismatches, potentially enabling broader surveillance and detection of emerging strains. However, probes were costly, labor-intensive, and less sensitive than tiled-amplicon. When testing compatibility of sequencing methods with upstream virus concentration and extraction methods, ultrafiltration-based virus concentration outperformed large-volume direct extraction with all four sequencing methods. This set of benchmarking comparisons and custom panels provides needed information for the translation of IAV genomic sequencing into a routine component of wastewater surveillance.

Identifiers

PMID41282116
PMCPMC12633199

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.