Cargando…

Distinct Microbiotas Are Associated with Different Production Lines in the Cutting Room of a Swine Slaughterhouse

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 an...

Descripción completa

Detalles Bibliográficos
Autores principales: Shedleur-Bourguignon, Fanie, Duchemin, Tom, P. Thériault, William, Longpré, Jessie, Thibodeau, Alexandre, Hocine, Mounia N., Fravalo, Philippe
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9862343/
https://www.ncbi.nlm.nih.gov/pubmed/36677425
http://dx.doi.org/10.3390/microorganisms11010133
_version_ 1784875068875079680
author Shedleur-Bourguignon, Fanie
Duchemin, Tom
P. Thériault, William
Longpré, Jessie
Thibodeau, Alexandre
Hocine, Mounia N.
Fravalo, Philippe
author_facet Shedleur-Bourguignon, Fanie
Duchemin, Tom
P. Thériault, William
Longpré, Jessie
Thibodeau, Alexandre
Hocine, Mounia N.
Fravalo, Philippe
author_sort Shedleur-Bourguignon, Fanie
collection PubMed
description 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.
format Online
Article
Text
id pubmed-9862343
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-98623432023-01-22 Distinct Microbiotas Are Associated with Different Production Lines in the Cutting Room of a Swine Slaughterhouse Shedleur-Bourguignon, Fanie Duchemin, Tom P. Thériault, William Longpré, Jessie Thibodeau, Alexandre Hocine, Mounia N. Fravalo, Philippe Microorganisms Article 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. MDPI 2023-01-04 /pmc/articles/PMC9862343/ /pubmed/36677425 http://dx.doi.org/10.3390/microorganisms11010133 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Shedleur-Bourguignon, Fanie
Duchemin, Tom
P. Thériault, William
Longpré, Jessie
Thibodeau, Alexandre
Hocine, Mounia N.
Fravalo, Philippe
Distinct Microbiotas Are Associated with Different Production Lines in the Cutting Room of a Swine Slaughterhouse
title Distinct Microbiotas Are Associated with Different Production Lines in the Cutting Room of a Swine Slaughterhouse
title_full Distinct Microbiotas Are Associated with Different Production Lines in the Cutting Room of a Swine Slaughterhouse
title_fullStr Distinct Microbiotas Are Associated with Different Production Lines in the Cutting Room of a Swine Slaughterhouse
title_full_unstemmed Distinct Microbiotas Are Associated with Different Production Lines in the Cutting Room of a Swine Slaughterhouse
title_short Distinct Microbiotas Are Associated with Different Production Lines in the Cutting Room of a Swine Slaughterhouse
title_sort distinct microbiotas are associated with different production lines in the cutting room of a swine slaughterhouse
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9862343/
https://www.ncbi.nlm.nih.gov/pubmed/36677425
http://dx.doi.org/10.3390/microorganisms11010133
work_keys_str_mv AT shedleurbourguignonfanie distinctmicrobiotasareassociatedwithdifferentproductionlinesinthecuttingroomofaswineslaughterhouse
AT duchemintom distinctmicrobiotasareassociatedwithdifferentproductionlinesinthecuttingroomofaswineslaughterhouse
AT ptheriaultwilliam distinctmicrobiotasareassociatedwithdifferentproductionlinesinthecuttingroomofaswineslaughterhouse
AT longprejessie distinctmicrobiotasareassociatedwithdifferentproductionlinesinthecuttingroomofaswineslaughterhouse
AT thibodeaualexandre distinctmicrobiotasareassociatedwithdifferentproductionlinesinthecuttingroomofaswineslaughterhouse
AT hocinemounian distinctmicrobiotasareassociatedwithdifferentproductionlinesinthecuttingroomofaswineslaughterhouse
AT fravalophilippe distinctmicrobiotasareassociatedwithdifferentproductionlinesinthecuttingroomofaswineslaughterhouse