ArticleApplied and environmental microbiology2015
Application of metagenomic sequencing to food safety: detection of Shiga Toxin-producing Escherichia coli on fresh bagged spinach.
Article in Applied and environmental microbiology, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 65 papers, 1 of them a synthesis that pooled it.
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Who cites it
65 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Shotgun Metagenomics and Volatilome Profile of the Microbiota of Fermented Sausages.Applied and environmental microbiology · 2018Pooled it
- metaWEPP: leveraging biobank-scale intra-species phylogenies for near-haplotype resolution in metagenomic analysis.NAR genomics and bioinformatics · 2026Article
- Targeted amplicon sequencing for enhanced detection of spiked Shiga toxin-producingMicrobiology spectrum · 2026Article
- Metagenomic profiling of bacterial (16S) and fungal (ITS) communities on d'Anjou pears during long-term controlled-atmosphere storage.Microbiology spectrum · 2026Article
- Metagenomic analysis and proteins prediction of emerging pathogens in artisanal cheese.Molecular diversity · 2025Article
- Long-term impacts of untreated dairy manure on the microbiome and Shiga toxin-producingApplied and environmental microbiology · 2025Article
- Integrating Metagenomic and Culture-Based Techniques to Detect Foodborne Pathogens and Antimicrobial Resistance Genes in Malaysian Produce.Foods (Basel, Switzerland) · 2025Article
- Characterization of Broad Spectrum Bacteriophage vB ESM-pEJ01 and Its Antimicrobial Efficacy Against Shiga Toxin-ProducingMicroorganisms · 2025Article
- Article
- Ecological insights into the microbiology of food using metagenomics and its potential surveillance applications.Microbial genomics · 2025Article
- Bacterial enrichment prior to third-generation metagenomic sequencing improves detection of BRD pathogens and genetic determinants of antimicrobial resistance in feedlot cattle.Frontiers in microbiology · 2024Article
- Strain-level characterization of foodborne pathogens without culture enrichment for outbreak investigation using shotgun metagenomics facilitated with nanopore adaptive sampling.Frontiers in microbiology · 2024Article
- Evaluation of Long-Read Sequencing Simulators to Assess Real-World Applications for Food Safety.Foods (Basel, Switzerland) · 2023Article
- Exploring Long-Read Metagenomics for Full Characterization of Shiga Toxin-ProducingMicroorganisms · 2023Article
- Use of a taxon-specific reference database for accurate metagenomics-based pathogen detection of Listeria monocytogenes in turkey deli meat and spinach.BMC genomics · 2023Article
- Molecular Barcoding: A Tool to Guarantee Correct Seafood Labelling and Quality and Preserve the Conservation of Endangered Species.Foods (Basel, Switzerland) · 2023Review
- Article
- A Review of Modern Methods for the Detection of Foodborne Pathogens.Microorganisms · 2023Review
- bettercallsal: better calling ofFrontiers in microbiology · 2023Article
- 16S microbiome analysis of microbial communities in distribution centers handling fresh produce.Frontiers in microbiology · 2023Article
5 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Culture-independent diagnostics reduce the reliance on traditional (and slower) culture-based methodologies. Here we capitalize on advances in next-generation sequencing (NGS) to apply this approach to food pathogen detection utilizing NGS as an analytical tool. In this study, spiking spinach with Shiga toxin-producing Escherichia coli (STEC) following an established FDA culture-based protocol was used in conjunction with shotgun metagenomic sequencing to determine the limits of detection, sensitivity, and specificity levels and to obtain information on the microbiology of the protocol. We show that an expected level of contamination (∼10 CFU/100 g) could be adequately detected (including key virulence determinants and strain-level specificity) within 8 h of enrichment at a sequencing depth of 10,000,000 reads. We also rationalize the relative benefit of static versus shaking culture conditions and the addition of selected antimicrobial agents, thereby validating the long-standing culture-based parameters behind such protocols. Moreover, the shotgun metagenomic approach was informative regarding the dynamics of microbial communities during the enrichment process, including initial surveys of the microbial loads associated with bagged spinach; the microbes found included key genera such as Pseudomonas, Pantoea, and Exiguobacterium. Collectively, our metagenomic study highlights and considers various parameters required for transitioning to such sequencing-based diagnostics for food safety and the potential to develop better enrichment processes in a high-throughput manner not previously possible. Future studies will investigate new species-specific DNA signature target regimens, rational design of medium components in concert with judicious use of additives, such as antibiotics, and alterations in the sample processing protocol to enhance detection.
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