ReviewBiology2025
From Panels to Pathogen Networks: The Expanding Role of Targeted Sequencing in Veterinary Medicine.
Review in Biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.
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.
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.
Who cites it
5 citing papers in PubMed.
- Analytic and Diagnostic Validation of a Targeted Next-Generation Sequencing Panel for Common and Emerging Swine Respiratory Pathogens.Microorganisms · 2026Article
- The Role of Next-Generation Sequencing in Cardiovascular Disease: A New Era of Precision Cardiology.Life (Basel, Switzerland) · 2026Review
- Current and emerging molecular diagnostic approaches in the detection of human parasites.Parasitology research · 2026Review
- Innovations, Applications, and Future Trends in Veterinary Diagnostic Technologies.Transboundary and emerging diseases · 2026Review
- Development of Nanopore amplicon sequencing method for culture-free genotyping ofFrontiers in microbiology · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Targeted sequencing, a pivotal branch of next-generation sequencing (NGS), enables the selective enrichment of specific genomic regions and has demonstrated significant advantages in the detection of animal pathogens. This review systematically explores the underlying principles of targeted sequencing, various enrichment strategies-including PCR amplification, probe hybridization, and CRISPR-Cas systems-and their key applications in veterinary pathogen diagnostics. Due to its high throughput, sensitivity, and cost-effectiveness, targeted sequencing has been successfully applied in the multiplex detection of pathogens in economically significant livestock, such as cattle, as well as in the surveillance of antimicrobial resistance (AMR) genes, pathogen typing, and source tracing. It is particularly effective in identifying mixed infections and low-abundance pathogens. Nonetheless, wide application is restricted by some factors, like incomprehensive reference databases, cost-effectiveness, and limited application in primary-level laboratories. Further development directions are AI-based panel design, multimodal diagnostic platform integration, standard workflow construction, and introduction of a multi-omics method. Such progress focuses on enhancing the targeted sequencing scalability and precision consistent with the "One Health" initiative objective.
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Identifiers
What OpenQuestion holds
Registered trials
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.