Precision Food Safety: a Paradigm Shift in Detection and Control of Foodborne Pathogens.
Jasna KovacPublished in: mSystems (2019)
The implementation of whole-genome sequencing in food safety has revolutionized foodborne pathogen tracking and outbreak investigations. The vast amounts of genomic data that are being produced through ongoing surveillance efforts continue advancing our understanding of pathogen diversity and genome biology. Produced genomic data are also supporting the use of metagenomics and metatranscriptomics for detection and functional characterization of microbiological hazards in foods and food processing environments. In addition to that, many studies have shown that metabolic and pathogenic potential, antimicrobial resistance, and other phenotypes relevant to food safety can be predicted from whole-genome sequences, omitting the need for multiple laboratory tests. Nevertheless, further work in the area of functional inference is necessary to enable accurate interpretation of functional information inferred from genomic and metagenomic data, as well as real-time detection and tracking of high-risk pathogen subtypes and microbiomes.
Keyphrases
- antimicrobial resistance
- human health
- electronic health record
- loop mediated isothermal amplification
- big data
- copy number
- label free
- real time pcr
- candida albicans
- healthcare
- risk assessment
- public health
- genome wide
- dna methylation
- gene expression
- high resolution
- quantum dots
- data analysis
- microbial community
- artificial intelligence
- antibiotic resistance genes
- single cell
- wastewater treatment
- multidrug resistant