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. 2017 Nov 9;17:215. doi: 10.1186/s12866-017-1123-2

Multiplex real-time PCR assay for detection of Escherichia coli O157:H7 and screening for non-O157 Shiga toxin-producing E. coli

Baoguang Li 1,✉, Huanli Liu 2, Weimin Wang 1
PMCID: PMC5679507  PMID: 29121863

Abstract

Background

Shiga toxin-producing Escherichia coli (STEC), including E. coli O157:H7, are responsible for numerous foodborne outbreaks annually worldwide. E. coli O157:H7, as well as pathogenic non-O157:H7 STECs, can cause life-threating complications, such as bloody diarrhea (hemolytic colitis) and hemolytic-uremic syndrome (HUS). Previously, we developed a real-time PCR assay to detect E. coli O157:H7 in foods by targeting a unique putative fimbriae protein Z3276. To extend the detection spectrum of the assay, we report a multiplex real-time PCR assay to specifically detect E. coli O157:H7 and screen for non-O157 STEC by targeting Z3276 and Shiga toxin genes (stx1 and stx2). Also, an internal amplification control (IAC) was incorporated into the assay to monitor the amplification efficiency.

Methods

The multiplex real-time PCR assay was developed using the Life Technology ABI 7500 System platform and the standard chemistry. The optimal amplification mixture of the assay contains 12.5 μl of 2 × Universal Master Mix (Life Technology), 200 nM forward and reverse primers, appropriate concentrations of four probes [(Z3276 (80 nM), stx1 (80 nM), stx2 (20 nM), and IAC (40 nM)], 2 μl of template DNA, and water (to make up to 25 μl in total volume). The amplification conditions of the assay were set as follows: activation of TaqMan at 95 °C for 10 min, then 40 cycles of denaturation at 95 °C for 10 s and annealing/extension at 60 °C for 60 s.

Results

The multiplex assay was optimized for amplification conditions. The limit of detection (LOD) for the multiplex assay was determined to be 200 fg of bacterial DNA, which is equivalent to 40 CFU per reaction which is similar to the LOD generated in single targeted PCRs. Inclusivity and exclusivity determinants were performed with 196 bacterial strains. All E. coli O157:H7 (n = 135) were detected as positive and all STEC strains (n = 33) were positive for stx1, or stx2, or stx1 and stx2 (Table 1). No cross reactivity was detected with Salmonella enterica, Shigella strains, or any other pathogenic strains tested.

Conclusions

A multiplex real-time PCR assay that can rapidly and simultaneously detect E. coli O157:H7 and screen for non-O157 STEC strains has been developed and assessed for efficacy. The inclusivity and exclusivity tests demonstrated high sensitivity and specificity of the multiplex real-time PCR assay. In addition, this multiplex assay was shown to be effective for the detection of E. coli O157:H7 from two common food matrices, beef and spinach, and may be applied for detection of E. coli O157:H7 and screening for non-O157 STEC strains from other food matrices as well.

Keywords: Multiplex real-time PCR; Escherichia coli O157:H7; Shiga toxins (stx1, stx2); Shiga toxin-producing E. col (STEC); non-O157; Limit of detection (LOD); Pathogen detection; Sensitivity

Background

Shiga toxin-producing Escherichia coli (STEC), including E. coli O157:H7, is a heterogeneous group of enteric pathogens responsible for numerous sporadic infections and large outbreaks annually worldwide [1]. Besides E. coli O157:H7, non-O157 STEC strains are important foodborne pathogens estimated to cause over 112,752 cases illnesses each year in the United States [2]. Shiga toxin (Stx) production, especially Stx2, has been implicated as an important factor in causing severe disease and hemolytic uremic syndrome (HUS) [3–5].

E. coli serotype O157:H7 was first recognized as a causative agent of food contamination outbreaks in 1982 in Oregon and Michigan [6]. Since then, numerous E. coli O157:H7 outbreaks have been reported worldwide [7]. In the United States alone during 2003 - 2012, 390 outbreaks of E. coli O157:H7 infections were documented, which resulted in 4,928 illnesses, 1,272 hospitalizations, and 33 deaths [8]. The typical symptoms caused by E. coli O157:H7 include abdominal pain, watery diarrhea and potential progression to bloody diarrhea (hemorrhagic colitis) [9]. The pathological features of hemorrhagic colitis are attributed to the production of Shiga like cytotoxins (Stx1 and Stx2), which consists of a 32-kDa A subunit and five identical 7.7 kDa B subunits. These toxins can bind to receptors located on membranes of eukaryotic cell and cause tissue damage resulting in pathological outcomes [4, 5, 10, 11]. Non-O157 STEC strains are foodborne pathogens and have been responsible for sporadic cases of infections and outbreaks. Although O157:H7 has garnered more attention, primarily based on historical record, recent attention has recognized the significance of non-O157 STEC strains as a pathogen [9, 12–20]. Considerable attention is now drawn to non-O157 STEC strains particularly after the occurrence of a severe foodborne outbreak happened in 2011 in Germany caused by consumption of sprouts contaminated by STEC O104:H4 [21].

The clinical significance and economic burden associated with outbreaks caused by E. coli O157:H7 and non-O157 STEC have led to development of a variety of detection methods. These include the application of conventional bacteriological methods using selective media or chromogenic agar, which usually take several days to complete [1, 9, 22], and molecular-based assays such as PCR-based methods [23–25], microarray [25–27], and whole genomic sequencing (WGS) [25, 28, 29]. Of these molecular methods, real-time PCR is a commonly used method [9]. More importantly, real-time PCR enables detection to be coincided with the amplification process by the introduction of fluorogenic probes [23], and multiplex real-time PCR allows multiple genes to be simultaneously amplified either from one template [9] or multiple templates by using different primer pairs [24].

Multiplex real-time PCR has gained more acceptance and use due to its ability to its differentiation potential and reliability [11, 30]. Various target genes have been used in PCR detection scheme for E.coli O157:H7, including the Shiga toxin genes (stx1 and stx2) [9, 12, 13], eae [31, 32], fimA [33], rfbE [34], uidA [24, 35], and Z3276 [23, 36, 37]. Of the target genes, uidA is most commonly used. Specificity with this gene is based on a highly conserved point mutation at position 93 of the β-glucuronidase gene [38, 39]. However, when a uidA-based commercial kit was used for identification of a large number of E. coli O157:H7 isolates (n = 391), numerus strains (n = 21) did not generate an amplified product. This prompted us to search for a more specific and reliable gene target for detection of E. coli O157:H7 [23]. As a result, a real-time PCR-based on Z3276 gene, a putative unique fimbriae gene in E. coli O157:H7 [40], was developed. All the 391 isolates, including the 21 strains that were “negative” by the uidA-based commercial kit, that were tested were positively identified [23]. The primary focus of our previous study was to search for a unique genetic marker and the development of a real-time PCR assay for the detection of E.coli O157:H7, and the Shiga toxin genes were not included in that assay [23]. Since the annual number of episodes of domestically acquired foodborne illnesses caused by non-O157 STEC (112,752) is almost doubled that of E. coli O157:H7 (63,153) in the United States [2], the inclusion of the stx genes can be used as the primary characteristic for STEC detection within the heterogeneous STEC group [41]. Thus, in the present study, we incorporated in a multiplex real-time PCR assay the Z3276, stx1, and stx2 genes, as well as an internal amplification control to for detection of Escherichia coli O157:H7 and screening for non-O157 STEC. In addition, the assay was assessed with two common food matrices, beef and spinach, for specific detection of E. coli O157:H7 and non-O157 STEC strains.

Methods

Bacterial strains and growth conditions

All the E. coli O157:H7 and non-O157 STEC strains used in this study are listed in Table 1. EDL933 (ATCC 43985) was used as the E. coli O157:H7 reference strain. Strains of E. coli O157:H7 (n = 135) and non-O157 STEC (n = 33) were used for inclusivity determination. Salmonella enterica strains, Shigella strains and other pathogenic strains were used for the exclusivity test (Table 2). These strains are all from the strain collections of Division of Molecular Biology, Food and Drug Administration (FDA).

Table 1.

Results of E. coli O157:H7 and non-O157 STEC strains detected by the multiplex real-time PCR assay

Strain Serotype Source Target gene
Z3276 stx1 stx2
EC1275 O157:H7 CDC EDL933, hamburger meat + + +
EC1225 O157:H7 WA, 1993 + + +
EC1759 O157:H7 USA (MI), 2003 + + +
EC1429 O157:H7 Denmark, 1987 + - +
EC4420 O157:H7 NY, 12/2006 + - +
EC4421 O157:H7 White Onions, NY, 12/2006 + + +
EC4422 O157:H7 White Onions, NY, 12/2006 + + +
EC4504 O157:H7 MN, 12/2006 + + +
EC1428 O157:H7 Argentina, 1977 + - +
EC1738 O157:H7 Food isolate + - +
EC1530 O157:H7 Thailand, 1994 + - +
EC4440 O157:H7 CDC + + +
EC4163 O157:H7 USA (IL) + - +
EC4438 O157:H7 CDC + - +
EC4431 O157:H7 NY, 12/2006 + - +
EC4452 O157:H7 USA (NJ), 2006 + - +
EC1709 O157:H7 USA (MI), 2002 + - +
EC1760 O157:H7 USA (MI), 2004 + - +
EC1431 O157:H7 Japan, 1987 + - +
EC4115 O157:H7 Sep-06 + - +
EC1734 O157:H7 MA, 2009 + - +
EC4302 O157:H7 NY, 12/2006 + + +
EC4301 O157:H7 NY, 12/2006 + + +
EC4429 O157:H7 NY, 12/2006 + - +
EC4428 O157:H7 NY, 12/2006 + - +
EC4437 O157:H7 NJ, 12/2006 + - +
EC4436 O157:H7 NJ, 12/2006 + - +
EC4434 O157:H7 NY, 12/2006 + - +
EC4433 O157:H7 NY, 12/2006 + - +
EC4432 O157:H7 NY, 12/2006 + - +
EC4449 O157:H7 NJ, 12/2006 + - +
EC4448 O157:H7 WI, 12/2006 + - +
EC4447 O157:H7 CA, 12/2006 + + +
EC4201 O157:H7 USA (CA), 2006 + - +
EC4456 O157:H7 USA (NJ),2006 + - +
EC4461 O157:H7 USA (NJ),2006 + - +
EC4502 O157:H7 USA (NJ),2006 + + +
EC4503 O157:H7 USA (NJ),2006 + + +
EC4505 O157:H7 USA (NJ),2006 + + +
EC4511 O157:H7 USA (NJ),2006 + + +
EC4200 O157:H7 USA (CA), 2006 + - +
EC1267 O157:H7 USA, (NH), 1991 + + +
EC1268 O157:H7 USA (MT), 1991 + + +
EC4194 O157:H7 USA (CA), 2006 + - +
EC1590 O157:H7 USA (WA) + + +
EC4458 O157:H7 USA (NJ),2006 + - +
EC4197 O157:H7 USA (CA), 2006 + - +
EC1231 O157:H7 USA (WA), 1995 + + +
EC4470 O157:H7 USA (NJ),2006 + - +
EC4471 O157:H7 USA (NJ),2006 + - +
EC1244 O157:H7 USA (GA), 1992 + + +
EC4199 O157:H7 USA (CA), 2006 + - +
EC1260 O157:H7 USA (GA),1993 + - +
EC4167 O157:H7 USA (WI), 2006 + - +
EC4168 O157:H7 USA (WI), 2006 + - +
EC4193 O157:H7 USA (OH), 2006 + - +
EC1265 O157:H7 USA (CA), 1993 + + +
EC4184 O157:H7 USA (IL), 2006 + - +
EC4204 O157:H7 USA (CA), 2006 + - +
EC4171 O157:H7 USA (WI), 2006 + - +
EC4205 O157:H7 USA (CA), 2006 + - +
EC4206 O157:H7 USA (CA), 2006 + - +
EC1593 O157:H7 USA (MI), 2003 + + +
EC1239 O157:H7 USA (NE), 1993 + - +
EC4174 O157:H7 USA (IL), 2006 + - +
EC4187 O157:H7 USA (CT), 2006 + - +
EC4188 O157:H7 USA (CT), 2006 + - +
EC4191 O157:H7 Spinach, USA (IL), 2006 + - +
EC1276 O157:H7 Japan, 1996 + + +
EC4501 O157:H7 MN, 12/2006 + + +
EC558 O157:H7 Patient raw milk + + +
EC867 O157:H7 USDA-FSIS-380-94 + + +
EC874 O157:H7 Apple cider + + +
EC4162 O157:H7 Feces (New Jersey) + - +
EC506 O157:H7 Feces + - +
EC507 O157:H7 Feces + + +
EC4443 O157:H7 CDC + + +
EC4442 O157:H7 CDC + + +
EC4441 O157:H7 CDC + + +
EC4451 O157:H7 NJ, 12/2006 + - +
EC4445 O157:H7 NJ, 12/2006 + + +
EC4446 O157:H7 NJ, 12/2006 + + +
EC1601 O157:H7 USA (MI), 2002 + + +
EC1727 O157:H7 MI, 2002 + + +
EC1426 O157:H7 Canada, 1988 + - +
EC4419 O157:H7 NY, 12/2006 + - +
EC4418 O157:H7 NY, 12/2006 + - +
EC4417 O157:H7 NY, 12/2006 + - +
EC4416 O157:H7 NY, 12/2006 + - +
EC4423 O157:H7 NY, 12/2006 + - +
EC4424 O157:H7 NY, 12/2006 + - +
EC4427 O157:H7 NY, 12/2006 + - +
EC4426 O157:H7 NY, 12/2006 + - +
EC4435 O157:H7 NY, 12/2006 + - +
EC4425 O157:H7 NY, 12/2006 + - +
EC4164 O157:H7 USA (WI), 2006 + - +
EC4439 O157:H7 MS, 12/2006 + - +
EC4450 O157:H7 NJ, 12/2006 + - +
EC1217 O157:H7 2003 + + +
EC1577 O157:H7 USA (WA), 1995 + + +
EC4201 O157:H7 USA (CA), 2006 + - +
EC4207 O157:H7 USA (IL), 2006 + - +
EC4208 O157:H7 Spinach, USA (IL), 2006 + - +
EC1245 O157:H7 USA (GA), 1995 + + +
EC4506 O157:H7 USA (MN), 2006 + + +
EC4507 O157:H7 USA (MN), 2006 + + +
EC4508 O157:H7 USA (MN), 2006 + + +
EC4509 O157:H7 USA (MN), 2006 + + +
EC4510 O157:H7 USA (MN), 2006 + + +
EC1590 O157:H7 USA (WA) + + +
EC1597 O157:H7 USA (CT), 1996 + + +
EC1225 O157:H7 USA (WA), 1993 + + +
EC1236 O157:H7 Food, USA (CA), 1993 + + +
EC1240 O157:H7 USA (OH), 1993 + + +
EC1241 O157:H7 Food, USA (OR), 1995 + + +
EC4472 O157:H7 USA, (NJ), 2006 + - +
EC1242 O157:H7 USA (GA), 1992 + - +
EC1243 O157:H7 USA (GA), 1992 + + +
EC4463 O157:H7 USA (NJ), 2006 + - +
EC4165 O157:H7 USA (WI), 2006 + - +
EC4166 O157:H7 USA (WI), 2006 + - +
EC4195 O157:H7 Spinach, USA (OH), 2006 + - +
EC4192 O157:H7 USA (CA), 2006 + - +
EC4182 O157:H7 USA (IL), 2006 + - +
EC4469 O157:H7 USA (NJ), 2006 + - +
EC4465 O157:H7 USA (NJ), 2006 + - +
EC4170 O157:H7 USA (WI), 2006 + - +
EC4183 O157:H7 USA (IL), 2006 + - +
EC4186 O157:H7 USA (IL), 2006 + - +
Ec4169 O157:H7 USA (WI), 2006 + - +
EC4189 O157:H7 USA (CT), 2006 + - +
EC4175 O157:H7 USA (IL), 2006 + - +
EC4176 O157:H7 USA (IL), 2006 + - +
EC4444 O157:H7 USA, NJ, 2006 + + +
EC4173 O157:H7 USA (IL), 2006 + - +
EC1892 O104:H4 STEC, Republic of Georgia, 2011 - - +
EC1893 O104:H4 STEC, Republic of Georgia, 2011 - - +
EC1891 O104:H4 STEC, Germany, 2011 - - +
EC1894 O104:H4 STEC, Germany, 2011 - - +
EC1769 O26 STEC - + -
EC1770 O26 STEC - + +
EC1771 O26 STEC - + -
EC1773 O26:H11 STEC - + -
EC1775 O26:H11 STEC - + -
EC1768 O26:H2 STEC - + -
EC1786 O111:NM STEC - + +
EC1787 O111:H8 STEC - + +
EC1788 O111:NM STEC - + -
EC1791 O145:H25 STEC - - +
EC1794 O145:NM STEC - + +
EC1801 O103:H2 STEC - + -
EC1802 O103:H25 STEC - + -
EC1803 O103:H11 STEC - + +
EC1806 O121:H19 STEC - - +
EC1807 O121:H19 STEC - - +
EC1808 O121:H19 STEC - + +
EC331 O26 STEC - + +
EC400 O26:H11 STEC - + +
EC521 O26:H11 STEC - + +
EC540 O26:H- STEC - + +
EC550 O26:H- STEC - + +
EC1232 O55:H7 STEC - + +
EC1235 O55:H7 STEC - + +
EC1668 O111:H8 STEC - + -
EC1669 O118:H16 STEC - - +
EC1631 O111:H8 STEC - + -
EC1655 O111:H8 STEC - + -
K12 Negative E. coli strain control - - -
NTC - - -
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Table 2.

Detection results of the exclusivity test with different bacterial strains by the multiplex real-time PCR assay

Target gene
Genus Species Pathotype Strain name/Serotype Z3276 stx1 stx2
Escherichia coli EHEC EDL933/O157:H7 + + +
Escherichia coli ETEC EC1775/O26:H11 _ + _
Escherichia coli STEC EC1803/O103:H11 _ + +
Escherichia coli STEC EC1807/O121:H19 _ _ +
Escherichia coli ETEC EC1801 _ + _
Escherichia coli EPEC EC1501 _ _ _
Escherichia coli EIEC EC1513 _ _ _
Escherichia coli EDC DEC5A _ _ _
Escherichia coli K12/MG1655 _ _ _
_ _ _
Salmonella enterica SL192/Typhi _ _ _
Salmonella enterica SL317/Newport _ _ _
Salmonella enterica SL535/Typhimurim _ _ _
_ _ _
Shigella sonnei SH20145 _ _ _
Shigella dysenteriae SH20152 _ _ _
Shigella flexneri SH20155 _ _ _
Shigella boydii SH20140 _ _ _
_ _ _
Staphylococcus aureus ATCC25923 _ _ _
Staphylococcus epidermidis ATCC12228 _ _ _
Staphylococcus pyogenes ATCC19615 _ _ _
_ _ _
Vibrio alginolytica ATCC17749 _ _ _
Vibrio parahemolyticus ATCC17802 _ _ _
Vibrio vulasfians ATCC27562 _ _ _
_ _ _
Enterobacter cloacae ATTCC23355 _ _ _
Enterobacter cloacae ATCC13047 _ _ _
Enterobacter cloacae ATCC13048 _ _ _
_ _ _
Citrobacter freundii ATCC8090 _ _ _
_ _ _
Klebsiella pneumoniae ATCC13883 _ _ _
_ _ _
Pseudomonas aeruginosa ATCC27853 _ _ _
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Bacterial DNA preparation

Bacteria were grown at 37 °C in Luria-Bertani (LB) broth with agitation at 180 rpm, or on LB agar placed in a gravity convection incubator. Bacterial growth was measured by monitoring the turbidity at 600 nm (OD600) using a DU530 spectrophotometer (Beckman, CA). To enumerate bacterial cells, cultures were diluted serially in 10-fold increments with medium and plated on LB agar plates at 37 °C overnight. DNA preparation from bacterial cultures was made with a Puregene cell and tissue kit (Gentra, Minneapolis, MN) as described previously [23]. Briefly, cell pellets from 1 ml of overnight culture were suspended in 3 ml of cell lysis solution and heated to 80 °C for 5 min, followed by addition of 15 μl of RNase A and incubation at 37 °C for 60 min. To remove protein and cell debris, the cell lysate was further mixed with 1 ml of protein precipitation solution, vortexed and centrifuged at 3000 × g. DNA in the supernatant was precipitated by the addition of 2-propanol, centrifuged as above, washed with 70% ethanol, and dissolved in 500 μl of rehydration solution. The concentration of DNA extraction was determined by measuring the optical density (OD260) using a NanoDrop spectrophotometer (NanoDrop Technology, Wilmington, DE)

Primers and probes for the multiplex real-time PCR assay

All the primers, probes, and sequence information are listed in Table 3. The primers and labeled TaqMan probes in this study were designed using Primer Express 3.0 software (Life Technology, Foster City, CA) and synthesized by Life Technology. The primers and probe for E. coli O157:H7 specific gene open reading frame (ORF) ORFZ3276 were described previously [23], the primers and probes for stx1, and stx2 were designed in this study, and the primers and probe for internal amplification control (IAC) were selected based on the DNA sequence of plasmid pUC19 as previously reported [42]. The IAC was incorporated into the multiplex real-time PCR assay to ensure the amplification is free of inhibitory factors from examined food samples.

Table 3.

Primers and probes used in the multiplex real-time PCR assay

Target gene Primer/Probe Sequence (5' -- 3') Amplicon Reference
length (bp)
Z3276 Z3276 forward TATTCCGCGATGCTTGTTTTT 130 Li and Chen. 2012
Z3276 reverse ATTATCTCACCAGCAAACTGGCGG
Z3276 probe FAM-CCCGCAAATCTTTCCMGBNFQ
stx1 stx1 forward GGATTTCGTACAACACTGGATGAT 67 This study
stx1 reverse ATCCACATCTTCAGCAGTCATTACA
stx1 probe TAMRA-CAGTGGGCGTTCTTMGBNFQ
stx2 stx2 forward GGGCAGTTATTTTGCTGTGGAT 59 This study
stx2 reverse GGTCAAAACGCGCCTGAT
stx2 probe JOE-ACGAGGGCTTGATGTCMGBNFQ
IAC IAC forward CAGGATTAGCAGAGCGAGGTATG 65 Fricker et al. 2007
IAC reverse CGTAGTTAGGCCACCACTTCAAG
IAC probe CY5-AGGCGGTGCTACAGAG-MGBNFQ
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Development of the multiplex real-time PCR assay

The multiplex real-time PCR assay was developed using the Life Technology ABI 7500 System platform and the standard chemistry. The concentrations of primers and probes for each target gene were adjusted to achieve optimal amplification condition. The reaction mixture contains 12.5 μl of 2 × Universal Master Mix (Life Technology), 200 nM forward and reverse primers, appropriate concentrations of four probes [(Z3276 (80 nM), stx1 (80 nM), stx2 (20 nM), and IAC (40 nM)] and 2 μl of template DNA. Water was added to make a final reaction volume of 25 μl. The amplification conditions for the multiplex assay were set as follows: activation of TaqMan at 95 °C for 10 min, then 40 cycles of denaturation at 95 °C for 10 s and annealing/extension at 60 °C for 60 s.

To compare the efficiency of the multiplex assay with simplex assay, each of the target genes Z3276, stx1, and stx2 was amplified by three individual simplex assays. For the simplex assays, three individual reaction mixtures each contains 12.5 μl of 2 × Universal Master Mix (Life Technology), corresponding forward and reverse primers (200 nM) and probe (100 nM). An equal amount of template DNA (2 μl) was used for the simplex assays, and water was added to make a final reaction volume of 25 μl. The amplification conditions for simplex assays were the same as the multiplex assay.

Sensitivity test and the limit of detection (LOD) of the multiplex qPCR assay

To determine the sensitivity of the multiplex real-time PCR, standard curves of Z3276, stx1, and stx2 in the multiplex real-time PCR were generated. A serial 10-fold dilution from 10 ng to 10 fg/μl of genomic DNA of E. coli O157:H7 strain (EDL933) was prepared and 2.0 μl of each dilution was used as template for PCR amplification. The real-time PCR assay was performed using the conditions described as above. The amplification efficiency of the assay was determined using the formula E = (10-1/slope-1)*100 [43, 44].

Inclusivity and exclusivity tests

The inclusivity test for the multiplex real-time PCR was performed with the optimized concentrations for probes Z3276, stx1 and stx2 on the genomic DNA of E. coli O157:H7 strains (n = 135) and non-O157 STEC strains (n = 21) (Table 1). The exclusivity test was performed on various pathogenic strains including strains of EIEC, EPEC, Shigella, and Salmonella (n = 27) (Table 2). DNA samples were diluted with nuclease-free water to concentration of 50 pg/μl and 2 μl of DNA dilute was used for amplification of target genes. Furthermore, 2 μl of nuclease free water was used to substitute DNA in no template control in the triplex real-time PCR.

Application of the multiplex real-time PCR assay to detect E. coli O157:H7 from spiked spinach and beef

Fresh spinach and beef were purchased from a local retail source and used as food matrices to assess the multiplex real-time PCR assay. These samples were first confirmed to be free of E. coli O157:H7 and non-O157 STEC by standard FDA BAM method [45], and subsequently used for the spiking experiments. One for beef (set 1) spinach spiking (set 2). Each set contained six replicates (25 g of beef or spinach), and were inoculated with 80 and 800 CFU/g O157:H7 (EDL933) cells, respectively. Each sample was mixed with 225 ml of LB medium and homogenized for 2 min using a stomacher (Seward, England). The samples were incubated at 37 °C with shaking at 180 rpm for 24 h.

Two ml of the enriched culture was sampled at 0, 4, 8, 12 and 24 h. At these times, the samples were centrifuged at 600 × g for 1 min to remove fat tissues (for beef) or leaf (for spinach) from the samples. The supernatants were transferred to 2-ml microtubes and centrifuged again at 3000 × g for 5 min to collect bacterial cells. The cell pellets were used for DNA extraction with PreMan Ultra Sample Preparation Reagent (Life Technologies), following the instruction of the manufacturer. Two μl of the DNA extraction was used in the multiplex real-time PCR, and roughly 200 copies of plasmid pUC19 DNA (Promega, Madison, MI) was added as template for IAC.

Results

Designation and optimization of multiplex real-time PCR

Z3276 is a unique target gene that was used as the basis for a multiplex real-time PCR assay for the detection of E. coli O157:H7. In addition to the Z3276 marker, three additional targets stx1, stx2, and IAC, were optimized for amplification and detection (data not shown). In order to minimize the interference among probes during the amplification process, the concentration of each probe was titrated and tested with a fixed amount of DNA (1 ng/reaction). The optimal concentrations for probes Z3276, stx1, stx2, IAC were determined as 80 nM, 80 nM, 20 nM, and 40 nM, respectively.

We further assessed whether the sensitivity of the probes was affected in the multiplex real-time PCR by comparing with those from the corresponding simplex assays. The C T values for the target genes Z3276, stx1, and stx2 were determined to be 23.86, 22.23, and 21.22, respectively in the multiplex real-time PCR (Fig. 1a), whereas the C T values for Z3276, stx1, and stx2 were 21.62, 21.38, and 20.63, respectively in simplex real-time PCR (Fig. 1b). These results demonstrated that at a specified amount of target DNA, the sensitivity of the multiplex PCR assay is comparable with that of each respective simplex assay.

Fig. 1.

Fig. 1

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Comparison of the sensitivity of simultaneously detecting the targeting genes Z3276, stx1, and stx2 in E. coli O157:H7 by the multiplex real-time PCR assay. The standard curves of Z3276, stx1, and stx2 created by the multiplex real-time PCR assay (a); the standard curves of Z3276, stx1, and stx2 generated by three individual simplex real-time PCR assays (b). The C T values represent the average of six replicates from two independent tests ±SD

Comparison of sensitivity and specificity of the multiplex and simplex real-time PCR assays

Using a serial 10-fold dilution of genomic DNA from E. coli O157:H7 (EDL933) as template, the limit of detection (LOD) in the multiplex real-time PCR was determined to be 200 fg of DNA per reaction with average C T values of 38.63, 36.21, and 34.04 for Z3276, stx1, and stx2, respectively. The value of 200 fg of DNA per reaction is equivalent to 40 CFU of DNA. Three standard curves with slopes of -3.60, -3.49, and -3.36, for the target genes Z3276, for stx1, and stx2, respectively, were generated and the amplification efficiencies for the three target genes differed slightly ranging from 90% - 98% (Fig. 1). These data indicated the sensitivity of the multiplex real-time PCR was robust and reliable.

Inclusivity and exclusivity of the multiplex real-time PCR

The multiplex real-time PCR positively identified all the E. coli O157:H7 strains (n = 135) (Table 1). This collection of 135 positively identified E. coli O157:H7 strains included the 21 strains that were not amplified in a real-time PCR assay targeting the uidA gene [23]. The Shiga toxin profiles (stx1 and stx2) of these strains were also found to be perfectly matched with those previously determined by conventional PCR and uidA-based real-time PCR methods. No cross-reaction was observed from the E. coli O157:H7 specific probe Z3276 on all the non-O157 STEC strains, Salmonella strains, Shigella strains, and other pathogenic strains; while the stx probes positively identified the non-O157 STEC strains with presence of either stx1 or stx2, or both (Table 1).

Detection of E. coli O157:H7 from spiked food matrices by the multiplex real-time PCR assay

Beef and spinach samples were initially inoculated with 80 CFU/g E. coli O157:H7 cells. At 0 h, none of the three detection target genes (Z3276, stx1, and stx2) were detected by multiplex real-time PCR assay, but the IAC was positive. However, after 4-h enrichment, all the three detection target genes (Z3276, stx1, and stx2) from both food matrices were amplified in the multiplex real-time PCR assay (Table 4).

Table 4.

Detection results of the multiplex real-time PCR on the spiked food samples that inoculated with different concentations of E. coli O157:H7 and enriched with different incubation time

Target gene Food matrice Incubation time (h)
CFU/gram 0 4 8 12 24
Beef CT a ±SD CT ±SD CT ±SD CT ±SD
Z3276 80 UDb 34.50 0.29 28.43 0.07 27.98 0.10 27.98 0.10
800 UD 30.51 0.38 24.54 0.10 24.00 0.04 24.00 0.04
stx1 80 UD 27.54 0.19 21.73 0.22 20.84 0.25 19.06 0.36
800 UD 24.45 0.22 18.51 0.14 17.46 0.03 18.48 0.02
stx2 80 UD 31.34 0.10 25.47 0.02 25.03 0.04 23.63 0.02
800 UD 27.93 0.34 21.68 0.03 21.33 0.06 22.52 0.05
IAC 200 copiesc 28.88 27.72 21.96 21.09 19.59
Spinach CT ±SD CT ±SD CT ±SD CT ±SD
Z3276 80 UD 33.92 0.04 24.32 0.26 22.86 0.15 24.26 0.09
800 UD 30.91 0.05 23.04 0.11 23.08 0.08 23.12 0.07
stx1 80 UD 27.63 0.16 17.32 0.15 15.74 0.13 16.87 0.11
800 UD 25.04 0.06 16.57 0.12 16.25 0.15 16.37 0.10
stx2 80 UD 30.88 0.06 21.21 0.07 20.10 0.06 21.64 0.07
800 UD 28.19 0.14 20.05 0.15 20.58 0.05 20.74 0.04
IAC 200 copies 24.94 23.82 24.77 23.83 23.69
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aData were shown as average of two independent experiment

bUD refers to "Underdetermined", a negative detection result

cAbout 200 copies of pUC19 plasmid DNA was added as template for IAC to each multiplex real-time PCR reaction

Discussion

PCR technology is widely used for pathogen detection from clinical, food, and environment samples. Real-time PCR methods are used for their enhanced sensitivity and specificity. Several PCR-based methods are available for the detection of E. coli O157:H7 and non-O157 STEC (4, 7, 9, 10) by amplifying various target genes [23]. Target genes such as stx [9, 12–20], eae [31, 32], fimA [33], rfbE [34] have been used in various assays for detection of for E. coli O157:H7, however, most of those genes are not unique genetic markers for this pathogen [23]. This inadequate discriminatory power of those target genes calls for selection of more genetic markers for E. coli O157:H7. Consequently, we identified Z3276 as a unique genetic marker for detection of E. coli O157:H7 [23, 36], and confirmed by other scientific groups [37, 46].

Selection of Z3276 as a unique genetic marker for detection of E. coli O157:H7 was the basis for the development of a multiplex PCR assay. Simultaneous detection of multiple genes in a single reaction may increase specificity and reliability for the detection of E. coli O157:H7, since the amplification of different target genes can corroborate the final conclusion. More importantly, the inclusion of the Shiga toxin genes enables the assay to detect not only E. coli O157:H7, but also screen for non-O157 STEC strains, the latter often underestimated [47–53].

Multiplex real-time PCR can provide better detection efficiency. However, interference among probes and competition among primers for supplies during amplification may compromise the sensitivity and increase the background. Therefore, it is necessary to fine tune the parameters of the multiplex reaction to achieve the optimal conditions for each target gene. In this study, by optimizing the concentration of each probe in the assay (Z3276, stx1, and stx2), we were able to achieve robust sensitivity in the multiplex assay, and positively identified all the E. coli O157:H7 strains (n = 135), demonstrating the multiplex assay is compatible to the simplex assays.

Nowadays, WGS has been explored for a more efficient and more comprehensive approach for STEC detection. Although WGS potential with STEC characterization and surveillance is apparent, STEC detection will likely continue to rely on a combination of culture and non-culture methods, the latter including real-time PCR [49]. The multiplex real-time PCR developed in this study not only can detect E. coli O157:H7 and its profile of the Shiga toxin genes, but also detect non-O157 STEC strains. The capability for simultaneous detection of the Shiga toxin genes and the differentiation of E. coli O157:H7 from non-O157 STEC strains offers several advantages: i) determination of the presence or absence of Shiga toxin genes can be used to verify the detection results of E. coli O157:H7, because almost all E. coli O157:H7 strains possess stx1 and/or stx2 gene(s); ii) profile of the Shiga toxin genes of E. coli O157:H7 provides genetic markers for differentiating isolates from outbreaks; iii) differentiation of stx1 and stx2 harboring E. coli O157:H7 strains may help health care providers manage HUS patients caused by E. coli O157:H7 [49]; and iv) identification of stx gene harboring isolates can serve as a useful clue for detection of STEC, and then more comprehensive and sophistical analytical analyses, such as cultural biological tests, toxin detection, serotyping, genotyping, and WGS, can be performed to confirm the final detection result.

Multiplex real-time PCR targeting uidA, stx1, and stx2 genes for detection of E. coli O157:H7 and non-O157 STECs has become a routine test for preliminary screening in clinical laboratories as the Centers for Disease Control and Prevention recommended [54]. Although WGS is not yet a routine testing, future prediction would include this technology as a means to track the mobility of pathogenic microbes as the food market has become global. The multiplex real-time PCR developed in this study has been demonstrated to be a reliable, efficient, and sensitive assay, and may serve as a useful method for the detection of E. coli O157:H7 and non-O157 STEC in epidemiological surveillance programs as well as in food analytical laboratories. The multiplex real-time PCR assay was successfully tested in this study for the detection of E. coli O157:H7 from spiked food matrices, i.e., beef and spinach, and more than likely applicable to other food matrices.

It is worth noting that on the one hand, in the development of the multiplex real-time PCR assay, great efforts were made toward getting high sensitivity and specificity by optimizing the amplification conditions and by minimizing the interferences among probes, primers, and target genes to reduce the false negative rate in detection; on the other hand, in the use of the assay, precaution is needed in interpretation of the positive results from certain strains that free phages might harbor stx gene [55–57] or even some Shigella strains acquired stx genes [58–61].

Conclusions

A multiplex real-time PCR assay that can rapidly and simultaneously detect E. coli O157:H7 and screen for non-O157 STEC strains has been developed and assessed for efficacy. The inclusivity and exclusivity tests demonstrated high sensitivity and specificity of the multiplex real-time PCR assay. In addition, this multiplex assay was shown to be effective for the detection of E. coli O157:H7 from two common food matrices, beef and spinach, and may be applied for detection of E. coli O157:H7 and screening for non-O157 STEC strains from other food matrices as well.

Acknowledgments

WW was supported by a fellowship appointment administered by Oak Ridge Institute for Science and Education.

Funding

This research project including the design of the study, collection, analysis, and interpretation of data, and writing the manuscript was all funded by the U.S. Food and Drug Administration.

Availability of data and materials

The datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request.

Abbreviations

HUS

hemolytic-uremic syndrome

IAC

internal amplification control

ORF

open reading frame

STEC

Shiga toxin-producing Escherichia coli

Authors’ contributions

BL conceived the project. BL and HL designed the study. BL, HL, and WW performed the experiments and analyzed the results. BL and HL wrote the manuscript. All authors read and approved the final manuscript.

Ethics approval and consent for participation

Not applicable.

Consent for publication

Not applicable.

Competing interests

The authors declare that they have no competing interests.

Contributor Information

Baoguang Li, Phone: (240) 402-3620, Email: baoguang.li@fda.hhs.gov.

Huanli Liu, Email: Huanli.Liu@fda.hhs.gov.

Weimin Wang, Email: Weimin.wang@fda.hhs.gov.

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Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Data Availability Statement

The datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request.

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