Droplet Digital Polymerase Chain Reaction Assay for Quantifying Salmonella in Meat Samples
Yingying Liang, Yangtai Liu, Xin Liu, Jin Ding, Tianqi Shi, Qingli Dong, Min Chen, Huanyu Wu, Hongzhi Zhang

TL;DR
This paper introduces a fast and accurate ddPCR method for measuring Salmonella in meat, offering a better alternative to traditional methods.
Contribution
A novel ddPCR assay using invA for rapid and sensitive Salmonella quantification in meat samples.
Findings
The ddPCR assay achieved a limit of quantification of 1.1 × 102 colony-forming units/mL.
ddPCR results showed strong correlation with plate count methods (R2 > 0.99).
Mathematical modeling confirmed high correlation (Pearson coefficient: 0.996) between ddPCR and plate counts.
Abstract
Salmonella, a major global foodborne pathogen, is a leading cause of salmonellosis. Quantitative detection of Salmonella provides a scientific basis for establishing microbiological criteria and conducting risk assessments. The plate count method remains the primary approach for bacterial quantification, whereas the most probable number (MPN) method is commonly used for detecting low levels of bacterial contamination. However, both methods are time-consuming and labor-intensive. Validated digital polymerase chain reaction (dPCR) techniques are emerging as promising alternatives because they enable rapid, absolute quantification with high specificity and sensitivity. Herein, we developed a novel droplet dPCR (ddPCR) assay for identifying and quantifying Salmonella using invA as the target. The assay demonstrated high specificity and sensitivity, with a limit of quantification of 1.1 ×…
Genes, proteins, chemicals, diseases, species, mutations and cell lines named across the full text — each resolved to its canonical identifier and authoritative record.
Click any figure to enlarge with its caption.
Figure 1
Figure 2
Figure 3Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsBiosensors and Analytical Detection · Vibrio bacteria research studies · Listeria monocytogenes in Food Safety
