Metagenomics-based tracing of genetically modified microorganism contaminations in commercial fermentation products

Genetically modified microorganisms (GMM) are frequently employed for the production of microbial fermentation products such as food enzymes. Although presence of the GMM or its recombinant DNA in the final product is not authorized, contaminations occur frequently. Insight into the contamination so...

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Main Authors: Jolien D’aes, Marie-Alice Fraiture, Bert Bogaerts, Yari Van Laere, Sigrid C.J. De Keersmaecker, Nancy H.C. Roosens, Kevin Vanneste
Format: Article
Language:English
Published: Elsevier 2025-06-01
Series:Food Chemistry: Molecular Sciences
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Online Access:http://www.sciencedirect.com/science/article/pii/S2666566224000431
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author Jolien D’aes
Marie-Alice Fraiture
Bert Bogaerts
Yari Van Laere
Sigrid C.J. De Keersmaecker
Nancy H.C. Roosens
Kevin Vanneste
author_facet Jolien D’aes
Marie-Alice Fraiture
Bert Bogaerts
Yari Van Laere
Sigrid C.J. De Keersmaecker
Nancy H.C. Roosens
Kevin Vanneste
author_sort Jolien D’aes
collection DOAJ
description Genetically modified microorganisms (GMM) are frequently employed for the production of microbial fermentation products such as food enzymes. Although presence of the GMM or its recombinant DNA in the final product is not authorized, contaminations occur frequently. Insight into the contamination source of a GMM is of crucial importance to allow the competent authorities to take appropriate action. The aim of this study was to explore the feasibility of a metagenomic shotgun sequencing approach to investigate microbial contamination in fermentation products, focusing on source tracing of GMM strains using innovative strain deconvolution and phylogenomic approaches. In most cases, analysis of 16 GMM-contaminated food enzyme products supported finding the same GM producer strains in different products, while often multiple GMM contaminations per product were detected. Presence of AMR genes in the samples was strongly associated with GMM contamination, emphasizing the potential public health risk. Additionally, a variety of other microbial contaminations were detected, identifying a group of samples with a conspicuously similar contamination profile, which suggested that these samples originated from the same production facility or batch. Together, these findings highlight the need for guidelines and quality control for traceability of these products to ensure the safety of consumers. This study demonstrates the added value of metagenomics to obtain insight in the microbial contamination profiles, as well as their underlying relationships, in commercial microbial fermentation products. The proposed approach may be applied to other types of microbial fermentation products and/or to other (genetically modified) producer strains.
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spelling doaj-art-538d6570373949d488aea5458e03cc9c2024-12-29T04:48:08ZengElsevierFood Chemistry: Molecular Sciences2666-56622025-06-0110100236Metagenomics-based tracing of genetically modified microorganism contaminations in commercial fermentation productsJolien D’aes0Marie-Alice Fraiture1Bert Bogaerts2Yari Van Laere3Sigrid C.J. De Keersmaecker4Nancy H.C. Roosens5Kevin Vanneste6Sciensano, Transversal activities in Applied Genomics (TAG), J. Wytsmanstraat 14, 1050 Brussels, BelgiumSciensano, Transversal activities in Applied Genomics (TAG), J. Wytsmanstraat 14, 1050 Brussels, BelgiumSciensano, Transversal activities in Applied Genomics (TAG), J. Wytsmanstraat 14, 1050 Brussels, BelgiumSciensano, Transversal activities in Applied Genomics (TAG), J. Wytsmanstraat 14, 1050 Brussels, Belgium; UGent, Department of Plant Biotechnology & Bioinformatics, Technologiepark 71 9052 Zwijnaarde, BelgiumSciensano, Transversal activities in Applied Genomics (TAG), J. Wytsmanstraat 14, 1050 Brussels, BelgiumSciensano, Transversal activities in Applied Genomics (TAG), J. Wytsmanstraat 14, 1050 Brussels, BelgiumSciensano, Transversal activities in Applied Genomics (TAG), J. Wytsmanstraat 14, 1050 Brussels, Belgium; Corresponding author.Genetically modified microorganisms (GMM) are frequently employed for the production of microbial fermentation products such as food enzymes. Although presence of the GMM or its recombinant DNA in the final product is not authorized, contaminations occur frequently. Insight into the contamination source of a GMM is of crucial importance to allow the competent authorities to take appropriate action. The aim of this study was to explore the feasibility of a metagenomic shotgun sequencing approach to investigate microbial contamination in fermentation products, focusing on source tracing of GMM strains using innovative strain deconvolution and phylogenomic approaches. In most cases, analysis of 16 GMM-contaminated food enzyme products supported finding the same GM producer strains in different products, while often multiple GMM contaminations per product were detected. Presence of AMR genes in the samples was strongly associated with GMM contamination, emphasizing the potential public health risk. Additionally, a variety of other microbial contaminations were detected, identifying a group of samples with a conspicuously similar contamination profile, which suggested that these samples originated from the same production facility or batch. Together, these findings highlight the need for guidelines and quality control for traceability of these products to ensure the safety of consumers. This study demonstrates the added value of metagenomics to obtain insight in the microbial contamination profiles, as well as their underlying relationships, in commercial microbial fermentation products. The proposed approach may be applied to other types of microbial fermentation products and/or to other (genetically modified) producer strains.http://www.sciencedirect.com/science/article/pii/S2666566224000431Food enzymePhylogenomicsStrain-level deconvolutionAntimicrobial resistance
spellingShingle Jolien D’aes
Marie-Alice Fraiture
Bert Bogaerts
Yari Van Laere
Sigrid C.J. De Keersmaecker
Nancy H.C. Roosens
Kevin Vanneste
Metagenomics-based tracing of genetically modified microorganism contaminations in commercial fermentation products
Food Chemistry: Molecular Sciences
Food enzyme
Phylogenomics
Strain-level deconvolution
Antimicrobial resistance
title Metagenomics-based tracing of genetically modified microorganism contaminations in commercial fermentation products
title_full Metagenomics-based tracing of genetically modified microorganism contaminations in commercial fermentation products
title_fullStr Metagenomics-based tracing of genetically modified microorganism contaminations in commercial fermentation products
title_full_unstemmed Metagenomics-based tracing of genetically modified microorganism contaminations in commercial fermentation products
title_short Metagenomics-based tracing of genetically modified microorganism contaminations in commercial fermentation products
title_sort metagenomics based tracing of genetically modified microorganism contaminations in commercial fermentation products
topic Food enzyme
Phylogenomics
Strain-level deconvolution
Antimicrobial resistance
url http://www.sciencedirect.com/science/article/pii/S2666566224000431
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