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Updated: Jan 23, 2026

Quantification of the Potential Impact of Glyphosate-Based Products on Microbiomes
Published on: January 10, 2022
Ground beef microbiome changes with antimicrobial decontamination interventions and product storage.
Margaret D Weinroth1, Brianna C Britton2, Kathryn R McCullough3
1Department of Animal Sciences, Colorado State University, Fort Collins, Colorado, United States of America.
This study used 16S rRNA gene sequencing to analyze the fresh ground beef microbiome, revealing that antimicrobial treatments and storage significantly impact bacterial diversity and composition. Key findings highlight shifts in microbial communities, offering a comprehensive view beyond traditional methods.
Area of Science:
- Food Microbiology
- Microbial Ecology
- Genomics
Background:
- Ground beef is a major U.S. meat product, with existing research focusing on microbial safety and shelf-life, often using culture-dependent methods.
- Limited studies have explored the complete microbial community of fresh ground beef using culture-independent approaches.
- Understanding the fresh ground beef microbiome is crucial for ensuring food safety and quality.
Purpose of the Study:
- To characterize the fresh ground beef microbiome using 16S rRNA gene amplicon sequencing.
- To investigate the effects of antimicrobial interventions and antioxidants on microbial community composition.
- To assess the impact of product storage duration and conditions on the ground beef microbiome.
Main Methods:
- Utilized 16S rRNA gene amplicon sequencing on 52 selected samples from a larger study.
- Applied antimicrobial treatments (peroxyacetic acid, sulfuric acid/sodium sulfate blend) and an antioxidant to beef trimmings before grinding.
- Stored samples in modified-atmosphere packaging, including dark storage and retail display, with periodic microbiological analysis.
Main Results:
- Antimicrobial treatments significantly altered bacterial alpha and beta diversity (P < 0.001).
- Storage duration impacted alpha diversity (P = 0.001), with increased raw reads and aerobic plate counts over time.
- Lactic acid bacteria and Enterobacteriaceae were dominant; rare taxa like Geobacillus, Thermus, and Sporosarcina were identified. Enterobacteriaceae abundance was highest in control samples.
Conclusions:
- Culture-independent 16S rRNA sequencing provides a comprehensive understanding of the fresh ground beef microbiome.
- Antimicrobial interventions and storage conditions are key drivers of microbial community structure in ground beef.
- This approach identified previously unrecognized microbial genera, enhancing insights into ground beef microbial ecology beyond traditional methods.
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