Evidence map›Paper›PMID 41568031›Full record

ArticleFrontiers in microbiology2025

Development and validation of a novel triplex droplet digital PCR assay for simultaneous detection of African swine fever virus, pseudorabies virus, and porcine parvovirus.

Jiarong Yu, Lu Zhu, Yuanyuan Zuo, Shengbin Gao, Qinghua Wang, Jiao Xu, Linlin Fang, Yumeng Liu, Shuang Liu, Xiaozhen Wang and 5 more

Abstract read
In one paragraph

Article in Frontiers in microbiology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

15 authors.

Jiarong Yu *China Animal Health and Epidemiology Center, Qingdao, China.
Lu Zhu *College of Veterinary Medicine, Qingdao Agricultural University, Qingdao, China.
Yuanyuan ZuoChina Animal Health and Epidemiology Center, Qingdao, China.
Shengbin GaoChina Animal Health and Epidemiology Center, Qingdao, China.
Qinghua WangChina Animal Health and Epidemiology Center, Qingdao, China.
Jiao XuChina Animal Health and Epidemiology Center, Qingdao, China.
Linlin FangChina Animal Health and Epidemiology Center, Qingdao, China.
Yumeng LiuChina Animal Health and Epidemiology Center, Qingdao, China.
Shuang LiuChina Animal Health and Epidemiology Center, Qingdao, China.
Xiaozhen WangChina Animal Health and Epidemiology Center, Qingdao, China.
Xiaohua WangChina Animal Health and Epidemiology Center, Qingdao, China.
Yingli WangChina Animal Health and Epidemiology Center, Qingdao, China.
Jingming LiChina Animal Health and Epidemiology Center, Qingdao, China.
Jingyue BaoChina Animal Health and Epidemiology Center, Qingdao, China.
Zhiliang WangChina Animal Health and Epidemiology Center, Qingdao, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Coinfection with multiple viruses significantly complicates swine disease management. DNA viruses including African swine fever virus (ASFV), pseudorabies virus (PRV), and porcine parvovirus (PPV) are causing reproductive failure in sows, with overlapping clinical presentations that challenge differential diagnosis. To address this, we developed a novel triplex droplet digital PCR (ddPCR) assay using three distinct fluorescent probe sets for simultaneous detection of these three viruses. The multiplex ddPCR demonstrated superior analytical performance with high specificity, sensitivity, and reproducibility. When compared to conventional quantitative PCR (qPCR), the ddPCR assay achieved limits of detection (LOD) of 0.08, 3.41, and 3.38 copies/μL for ASFV, PRV, and PPV respectively-representing approximately 10-fold lower LOD values than corresponding qPCR methods. Cross-reactivity tests confirmed absolute specificity against other important swine pathogens. Clinical validation using 217 field samples revealed marked diagnostic advantages: ddPCR detected positive cases in 137 samples (63.1%) versus 115 (53.0%) by qPCR. Species-specific positivity rates showed ddPCR improved detection by 5.99% (ASFV), 0.46% (PRV), and 3.69% (PPV) compared to qPCR. Concordance analysis demonstrated strong agreement between methods (94.01-99.54%), with ddPCR showing superior sensitivity particularly for low-viral-load samples. This study establishes the first multiplex digital PCR platform for simultaneous differential diagnosis of ASFV, PRV, and PPV. The assay provides a robust tool for enhanced surveillance and control of these economically significant pathogens in swine populations.

Indexed as

ASFVclinical diagnosismultiplex droplet digital PCRPPVPRV

Identifiers

PMID41568031
PMCPMC12815706

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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.