ArticleMicrobiology spectrum2022
Comprehensive Assessment of Subtyping Methods for Improved Surveillance of Foodborne Salmonella.
Article in Microbiology spectrum, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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12 citing papers in PubMed.
- Genomic characterization ofVirulence · 2026Article
- Programmable CRISPR-Cas diagnostic platforms for rapid detection of uropathogens and antimicrobial resistance.Archives of microbiology · 2026Review
- Pangenome dynamics and population structure of the zoonotic pathogen Salmonella enterica serotype Hadar.Nature communications · 2026Article
- Avian-specificeLife · 2025Article
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- An explainable machine learning pipeline for prediction of antimicrobial resistance inBioinformatics advances · 2025Article
- A global genome dataset for Salmonella Gallinarum recovered between 1920 and 2024.Scientific data · 2024Article
- Distribution and genetic characterization of fluoroquinolone resistance geneMicrobiology spectrum · 2024Article
- Mobilome-driven partitions of the resistome inmSystems · 2023Article
- Challenges Associated with InvestigatingFoodborne pathogens and disease · 2023Article
- Article
- Genomic Determinants of Pathogenicity and Antimicrobial Resistance of NosocomialInfection and drug resistance · 2023Article
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Authors and funding
14 authors.
Funding
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Abstract
High-resolution and efficient typing for the bacterial pathogen is essential for tracking the sources, detecting or diagnosing variants, and conducting a risk assessment. However, a systematic in-field investigation of Salmonella along the food chain has not been documented. This study assessed 12 typing methods, such as antimicrobial-resistance (AMR) gene profile typing, Core Genome Multilocus Sequence Typing (cgMLST), and CRISPR multi-virulence locus sequence typing (CRISPR-MVLST), to evaluate their effectiveness for use in routine monitoring of foodborne Salmonella transmission along the poultry production chain. During 2015-16, a total of 1,064 samples were collected from poultry production chain, starting from breeding farms and slaughterhouses to the markets of Zhejiang province in China. A total of 61 consecutive unique Salmonella isolates recovered from these samples were selected for genome sequencing and further comparative typing analysis. Traditional typing methods, including serotyping, AMR phenotype-based typing, as well as modern genotyping approaches, were evaluated and compared by their discrimination index (DI). The results showed that the serotyping method identified nine serovars. The gold standard cgMLST method indicated only 18 different types (DI = 0.8541), while the CRISPR-MVLST method detected 30 types (DI = 0.9628), with a higher DI than all examined medium-resolution WGS-based genotyping methods. We demonstrate that the CRISPR-MVLST might be used as a tool with high discriminatory power, comparable ease of use, ability of tracking the source of Salmonella strains along the food chain and indication of genetic features especially virulence genes. The available methods with different purposes and laboratory expertise were also illustrated to assist in rational implementation.
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