Ag Data Commons
Browse
.GZ
FAR81978_pass_e892fe42_0.fastq.gz (20.37 MB)
.GZ
FAR81978_pass_5402ba3b_1.fastq.gz (4.01 MB)
.GZ
FAR81978_pass_5402ba3b_0.fastq.gz (24.11 MB)
.GZ
FAR81978_pass_b44cb184_2.fastq.gz (8.09 MB)
.GZ
FAR81978_pass_b44cb184_0.fastq.gz (22.62 MB)
.GZ
FAR81978_pass_b44cb184_1.fastq.gz (26.44 MB)
.GZ
FAR81978_pass_84baf920_3.fastq.gz (23.2 MB)
.GZ
FAR81978_pass_84baf920_4.fastq.gz (23.53 MB)
.GZ
FAR81978_pass_84baf920_5.fastq.gz (23.6 MB)
.GZ
FAR81978_pass_84baf920_6.fastq.gz (22.91 MB)
.GZ
FAR81978_pass_84baf920_7.fastq.gz (22.62 MB)
.GZ
FAR81978_pass_84baf920_8.fastq.gz (23.64 MB)
.GZ
FAR81978_pass_84baf920_9.fastq.gz (23.75 MB)
.GZ
FAR81978_pass_84baf920_10.fastq.gz (23.63 MB)
.GZ
FAR81978_pass_84baf920_11.fastq.gz (23 MB)
.GZ
FAR81978_pass_84baf920_12.fastq.gz (24.58 MB)
.GZ
FAR81978_pass_84baf920_13.fastq.gz (13.95 MB)
.GZ
FAR81978_pass_84baf920_0.fastq.gz (20.75 MB)
.GZ
FAR81978_pass_84baf920_1.fastq.gz (24.62 MB)
.GZ
FAR81978_pass_84baf920_2.fastq.gz (23.03 MB)
1/0
230 files

Long-read sequencing data from pure cultures of Escherichia coli O157:H7 and ground beef inoculated with E. coli O157:H7

dataset
posted on 2024-02-20, 23:08 authored by Katrina CounihanKatrina Counihan, Siddhartha Kanrar, Shannon Tilman, Joseph A. Capobianco, Cheryl M. Armstrong, Andrew Gehring

Foodborne pathogens are a significant cause of illness and infection with Shiga toxin-producing Escherichia coli (STEC) has the potential to produce life-threatening complications. The current methods to identify STEC in meat involve culture-based, molecular, and proteomic assays and take at least four days to complete. This time could be reduced by using long-read whole genome sequencing to identify foodborne pathogens. Therefore, the goal of this project was to evaluate using long-read sequencing to detect STEC in ground beef. The objectives of the project included: establishing optimal sequencing parameters, determining the limit of detection of all STEC virulence genes of interest in pure cultures and spiked ground beef, and evaluating selective sequencing to enhance STEC detection in ground beef. Sequencing libraries were run on Oxford Nanopore Technologies’ MinION sequencer. Optimal sequencing output was obtained using the default parameters in MinKNOW, except for setting the minimum read length to 1 kb. All genes of interest (eae, stx1, stx2, fliC, wzx, wzy, rrsC) were detected in DNA extracted from STEC pure cultures within 1 hour of sequencing, and 30X coverage was obtained within 2 hours. All virulence genes were confidently detected in STEC DNA quantities as low as 12.5 ng. In STEC inoculated ground beef, software-controlled selective sequencing improved virulence gene detection; however, several virulence genes were not detected due to high bovine DNA concentrations in the samples. Growth enrichment of inoculated meat samples in mTSB resulted in a 100-fold increase in virulence gene detection as compared to the unenriched samples. The results of this project suggest that further development of long-read sequencing protocols may result in a faster, less labor-intensive method to detect STEC in ground beef. The sequencing data from this project has been uploaded.

Funding

USDA-ARS: 8072-42000-093-00D

USDA-ARS: 0500-00093-001-00-D

History

Data contact name

Counihan, Katrina

Data contact email

katrina.counihan@usda.gov

Publisher

Ag Data Commons

Temporal Extent Start Date

2022-05-03

Temporal Extent End Date

2023-12-15

Theme

  • Non-geospatial

ISO Topic Category

  • health
  • biota

National Agricultural Library Thesaurus terms

Escherichia coli O157; ground beef; food pathogens; proteomics; sequence analysis; detection limit; virulence; genes; DNA libraries; nanopores; DNA; cattle

OMB Bureau Code

  • 005:18 - Agricultural Research Service

OMB Program Code

  • 005:040 - National Research

ARS National Program Number

  • 108

Pending citation

  • Yes

Public Access Level

  • Public

Usage metrics

    Exports

    RefWorks
    BibTeX
    Ref. manager
    Endnote
    DataCite
    NLM
    DC