Evidence map›Paper›PMID 42649517›Full record

ReviewVirology journal2026

Drivers of the paradigm shift in norovirus diagnostics: technological innovation, contextual demands, and collaborative synergy.

Zhou Peng, Xinlan Zhang, Xiyan Deng, Defu Hou, Rushi Liu

Abstract readReview
In one paragraph

Review in Virology journal, 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

5 authors.

Zhou PengHunan Normal University, Changsha, 410006, Hunan, P.R. China.
Xinlan ZhangHunan Normal University, Changsha, 410006, Hunan, P.R. China.
Xiyan DengHunan Xuxiang Biotechnology Co., Ltd, Changsha, 410017, Hunan, P.R. China.
Defu HouHunan Xuxiang Biotechnology Co., Ltd, Changsha, 410017, Hunan, P.R. China.
Rushi LiuHunan Normal University, Changsha, 410006, Hunan, P.R. China. liurushi@hunnu.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This paper systematically reviews paradigm shifts in diagnostic technologies for norovirus. Given the substantial burden of acute gastroenteritis caused by this virus and the current lack of licensed antiviral therapies, early and accurate diagnosis is of paramount importance. Diagnostic technologies have evolved from electron microscopy and immunological assays to molecular detection methods, with reverse transcription quantitative polymerase chain reaction (RT-qPCR) currently recognized as the gold standard for molecular diagnostics. However, RT-qPCR is constrained by complex operational procedures, the need for specialized equipment, and limited suitability for rapid point-of-care applications. Emerging technologies, including isothermal amplification and clustered regularly interspaced short palindromic repeats (CRISPR)-based technologies, have significantly improved diagnostic sensitivity, specificity, and turnaround time. Nevertheless, challenges related to standardization, quality control, and contamination prevention remain to be addressed before their widespread implementation. Furthermore, this review proposes a stratified, scenario-adaptive diagnostic framework in which rapid immunochromatographic assays are used for preliminary screening in community settings, highly sensitive PCR-based or multiplex molecular methods are employed for clinical diagnosis in healthcare facilities, and digital PCR (dPCR) is applied for precise quantification in food safety and environmental monitoring. Looking ahead,, advances in norovirus diagnostics will increasingly rely on interdisciplinary collaboration to accelerate the development of integrated and intelligent point-of-care testing (POCT) platforms. In particular, biosensors based on molecular recognition technologies and microfluidic platforms, which offer advantages such as, simple operation, rapid processing and high stability, are among the promising approaches for achieving instrument-free, on-site "sample-in, result-out" diagnostics.

Indexed as

Caliciviridae InfectionsGastroenteritisMolecular Diagnostic TechniquesNorovirusHumansNucleic Acid Amplification TechniquesPoint-of-Care SystemsRapid Diagnostic TestsSensitivity and SpecificityCRISPR-Cas systemDiagnostic technologyMicrofluidic technologyNorovirusScenario adaptation

Identifiers

PMID42649517
PMCPMC13508226

What OpenQuestion holds

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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.