Abstract
The microorganisms found on fresh, raw meat cuts at a slaughterhouse can influence the meat’s safety and spoilage patterns along further stages of processing. However, little is known about the general microbial ecology of the production environment of slaughterhouses. We used 16s rRNA sequencing and diversity analysis to characterize the microbiota heterogeneity on conveyor belt surfaces in the cutting room of a swine slaughterhouse from different production lines (each associated with a particular piece/cut of meat). Variation of the microbiota over a period of time (six visits) was also evaluated. Significant differences of alpha and beta diversity were found between the different visits and between the different production lines. Bacterial genera indicative of each visit and production line were also identified. We then created random forest models that, based on the microbiota of each sample, allowed us to predict with 94% accuracy to which visit a sample belonged and to predict with 88% accuracy from which production line it was taken. Our results suggest a possible influence of meat cut on processing surface microbiotas, which could lead to better prevention, surveillance, and control of microbial contamination of meat during processing.
Funder
Natural Sciences and Engineering Research Council of Canada
Industrial Research Chair in Meat Safety and the Swine and Poultry Infectious Diseases Research Center
Subject
Virology,Microbiology (medical),Microbiology
Reference59 articles.
1. The microbial ecology of processing equipment in different fish industries—Analysis of the microflora during processing and following cleaning and disinfection;Int. J. Food Microbiol.,2003
2. Public Health Agency of Canada (2016). Food-Related Illnesses, Hospitalizations and Deaths in Canada.
3. Environmental and Climate Change Canada (2019). Taking Stock: Reducing Food Loss and Waste in Canada.
4. The sources and transmission routes of microbial populations throughout a meat processing facility;Zwirzitz;NPJ Biofilms Microbiomes,2020
5. Microbial and biochemical spoilage of foods: An overview;Int. J. Food Microbiol.,1996
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