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Cilantro microbiome before and after nonselective pre-enrichment for Salmonella using 16S rRNA and metagenomic sequencing

Journal Article · · BMC Microbiology
 [1];  [2];  [3];  [4];  [5];  [4];  [5];  [5];  [4]
  1. U.S. Food and Drug Administration (FDA), Laurel, MD (United States). Center for Food Safety and Applied Nutrition; DOE/OSTI
  2. Oak Ridge Inst. for Science and Education (ORISE), Oak Ridge, TN (United States)
  3. U.S. Food and Drug Administration (FDA), Laurel, MD (United States). Center for Food Safety and Applied Nutrition; Oak Ridge Inst. for Science and Education (ORISE), Oak Ridge, TN (United States)
  4. U.S. Food and Drug Administration (FDA), Laurel, MD (United States). Center for Food Safety and Applied Nutrition
  5. U.S. Food and Drug Administration (FDA), College Park, MD (United States). Center for Food Safety and Applied Nutrition
Background: Salmonella enterica is a common cause of foodborne gastroenteritis in the United States and is associated with outbreaks in fresh produce such as cilantro. Salmonella culture-based detection methods are complex and time consuming, and improvements to increase detection sensitivity will benefit consumers. In this study, we used 16S rRNA sequencing to determine the microbiome of cilantro. We also investigated changes to the microbial community prior to and after a 24-hour nonselective pre-enrichment culture step commonly used by laboratory analysts to resuscitate microorganisms in foods suspected of contamination with pathogens. Cilantro samples were processed for Salmonella detection according to the method in the United States Food and Drug Administration Bacteriological Analytical Manual. Genomic DNA was extracted from culture supernatants prior to and after a 24-hour nonselective pre-enrichment step and 454 pyrosequencing was performed on 16S rRNA amplicon libraries. A database of Enterobacteriaceae 16S rRNA sequences was created, and used to screen the libraries for Salmonella, as some samples were known to be culture positive. Additionally, culture positive cilantro samples were examined for the presence of Salmonella using shotgun metagenomics on the Illumina MiSeq. Results: Time zero uncultured samples had an abundance of Proteobacteria while the 24-hour enriched samples were composed mostly of Gram-positive Firmicutes. Shotgun metagenomic sequencing of Salmonella culture positive cilantro samples revealed variable degrees of Salmonella contamination among the sequenced samples. Conclusions: Our cilantro study demonstrates the use of high-throughput sequencing to reveal the microbiome of cilantro, and how the microbiome changes during the culture-based protocols employed by food safety laboratories to detect foodborne pathogens. Finding that culturing the cilantro shifts the microbiome to a predominance of Firmicutes suggests that changing our culture-based methods will improve detection sensitivity for foodborne enteric pathogens
Research Organization:
Oak Ridge Institute for Science and Education (ORISE), Oak Ridge, TN (United States)
Sponsoring Organization:
USDOE Office of Science (SC)
Grant/Contract Number:
SC0014664
OSTI ID:
1626830
Journal Information:
BMC Microbiology, Journal Name: BMC Microbiology Journal Issue: 1 Vol. 15; ISSN 1471-2180
Publisher:
BioMed CentralCopyright Statement
Country of Publication:
United States
Language:
English

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Cited By (13)

Enrichment dynamics of Listeria monocytogenes and the associated microbiome from naturally contaminated ice cream linked to a listeriosis outbreak journal November 2016
Metagenomics of pasteurized and unpasteurized gouda cheese using targeted 16S rDNA sequencing journal November 2018
Mungo bean sprout microbiome and changes associated with culture based enrichment protocols used in detection of Gram-negative foodborne pathogens journal September 2016
Early Recovery of Salmonella from Food Using a 6-Hour Non-selective Pre-enrichment and Reformulation of Tetrathionate Broth journal December 2016
Metagenomics: The Next Culture-Independent Game Changer journal July 2017
High-Resolution Microbiome Profiling for Detection and Tracking of Salmonella enterica journal August 2017
A Review on the Applications of Next Generation Sequencing Technologies as Applied to Food-Related Microbiome Studies journal September 2017
Microbiomes Associated With Foods From Plant and Animal Sources journal October 2018
The Present and Future of Whole Genome Sequencing (WGS) and Whole Metagenome Sequencing (WMS) for Surveillance of Antimicrobial Resistant Microorganisms and Antimicrobial Resistance Genes across the Food Chain journal May 2018
Immuno- and nucleic acid-based current technique for Salmonella detection in food journal January 2020
Phylogenetic analysis revealed that Salmonella Typhimurium ST313 isolated from humans and food in Brazil presented a high genomic similarity journal November 2019
Strain-Level Discrimination of Shiga Toxin-Producing Escherichia coli in Spinach Using Metagenomic Sequencing journal December 2016
High Throughput Sequencing for Detection of Foodborne Pathogens journal October 2017


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