Abstract
Shiga toxin-producing Escherichia coli (STEC), encompassing E. coli O157 and non-O157 STEC, is a significant cause of food-borne illnesses and deaths in the United States and worldwide. Shiga toxins (encoded by stx) and intimin (encoded by eae) are important virulence factors for STEC strains linked to severe human illnesses such as hemorrhagic colitis and hemolytic-uremic syndrome. In this study, the stx1, stx2, and eae genes were chosen as targets to design loop-mediated isothermal amplification (LAMP) assays for the rapid, specific, sensitive, and quantitative detection of STEC strains. The assay performances in pure culture and spiked ground beef and human stools were evaluated and compared with those of quantitative PCR (qPCR). No false-positive or false-negative results were observed among 90 bacterial strains used to evaluate assay specificity. The limits of detection for seven STEC strains of various serogroups (O26, O45, O103, O111, O121, O145, and O157) were approximately 1 to 20 CFU/reaction in pure culture and 103 to 104 CFU/g in spiked ground beef, which were comparable to the results of qPCR. Standard curves generated suggested good linear relationships between STEC cell numbers and LAMP turbidity signals. When applied in ground beef samples spiked with two low levels (1 to 2 and 10 to 20 CFU/25 g) of STEC cultures, the LAMP assays achieved accurate detection after 6 to 8 h enrichment. The assays also consistently detected STEC in human stool specimens spiked with 103 or 104 CFU/0.5 g stool after 4 h enrichment, while qPCR required 4 to 6 h. In conclusion, the LAMP assays developed in this study may facilitate rapid and reliable identification of STEC contaminations in high-risk food commodities and also facilitate prompt diagnosis of STEC infections in clinical laboratories.
INTRODUCTION
Shiga toxin-producing Escherichia coli (STEC) is a zoonotic food-borne pathogen of significant public health concern due to its frequent involvement in outbreaks of hemorrhagic colitis (HC) and ability to cause life-threatening complications such as hemolytic-uremic syndrome (HUS) and thrombotic thrombocytopenic purpura (TTP) (38). In the United States, STEC causes an estimated 176,000 illnesses, 2,400 hospitalizations, and 20 deaths annually (36). Ruminants, particularly cattle, are the major reservoirs for STEC strains (23). STEC transmission commonly occurs through consumption of contaminated food (ground beef, produce, milk, juice) and water, through contact with animals, and from person to person (15). Less than 100 organisms of some STEC serotypes can lead to human illness (38).
First recognized as a food-borne pathogen in 1982 (27), E. coli O157:H7 remains the most common STEC serotype causing human illness (36). However, the clinical significance of non-O157 STEC is on the rise worldwide, with well over 100 serotypes associated with sporadic and epidemic human infections (25). For the first time since 2000, FoodNet in the United States actually reported a higher incidence of laboratory-confirmed non-O157 STEC infections than STEC O157 infections in 2010 (7). O26, O45, O103, O111, O121, and O145 are the top 6 non-O157 serogroups in the United States (4), whereas additional ones are more prevalent in other countries (25). Since May 2011, an unprecedented large outbreak of E. coli O104:H4 in Germany has resulted in a total of 4,075 cases (including 908 cases of HUS) and 50 deaths as of 21 July 2011 (41). Given this emerging and evolving nature of STEC serotypes involved in human illness, it is crucial that rapid and reliable detection methods be available to screen for all STEC serotypes in food and clinical samples so that proper control and treatment can be implemented promptly.
By definition, all STEC serotypes are capable of producing at least one Shiga toxin (Stx1 or Stx2), the major virulence factor contributing to STEC pathogenicity (38). Stx1 is identical (or with only a single amino acid difference) to Shiga toxin produced by Shigella dysenteriae type 1 (32), whereas Stx2 shares 55 to 60% homology with Stx1 and is immunologically distinct (24). In addition to Stx, many STEC strains carry a large chromosomal pathogenicity island, termed the locus of enterocyte effacement (LEE), which is responsible for producing attaching and effacing (A/E) lesions on enterocytes (32). Within the LEE region, an outer membrane protein intimin (encoded by eae) mediates the intimate attachment of bacteria to the enterocyte membrane (32). Although STEC virulence factors have yet to be fully elucidated, epidemiological data suggest that strains harboring both stx2 and eae are strongly associated with severe human illnesses such as HC and HUS (3, 4, 10).
For STEC detection, three broad categories of assays are available. First, while traditional culture methods using sorbitol-containing selective media can readily identify E. coli O157:H7, currently no selective and differential media exist to culture non-O157 STEC strains (14). Second, enzyme immunoassays (EIAs) for Shiga toxins and a few STEC serogroups are commercially available (14). However, false-positive results have been reported (5, 6). Further, it is recommended that Shiga toxin EIA be performed on overnight (16 to 24 h) enrichment cultures of stools rather than direct examination (14), stretching the total assay time to days rather than hours (13). Third, rapid, specific, and sensitive nucleic acid amplification tests (NAATs) such as PCR and quantitative PCR (qPCR) have been developed to detect STEC by targeting genes coding for major STEC virulence factors such as Stx, intimin, or hemolysin (12, 35). Nonetheless, a sophisticated thermal cycling instrument is an indispensable requirement of such tests, limiting their wide applicability.
Recently, a novel NAAT technology termed loop-mediated isothermal amplification (LAMP) has attracted great attention as a rapid, accurate, and cost-effective pathogen detection method in both food testing and clinical diagnostics (31, 33). LAMP employs four to six specially designed primers and a strand-displacing Bst DNA polymerase to amplify up to 109 target DNA copies under isothermal conditions (60 to 65°C) within an hour (31). Since it is isothermal, LAMP can be performed in much simpler instruments, such as a heater or water bath. To date, several LAMP assays targeting STEC Shiga toxin genes (stx1 and stx2) have been developed and evaluated in food samples (19–21, 28, 29, 34, 46, 47), as have a few others targeting the rfbE gene (encoding perosamine synthetase) specific for the O157 antigen of STEC O157 (40, 46, 47). However, to our knowledge, there are no LAMP assays currently available for the E. coli intimin gene (eae). Due to the importance of STEC intimin in causing severe human illnesses (3, 4, 10), screening for both stx and eae using qPCR is currently recommended by the U.S. Department of Agriculture's (USDA's) Food Safety and Inspection Service (39). Additionally, none of the LAMP studies have evaluated the assay applicability in clinical samples.
The objectives of this study were to develop rapid and reliable LAMP detection assays for STEC by targeting stx1, stx2, and eae and evaluate the assay performance with ground beef and human stools experimentally contaminated with low levels of STEC strains of seven major serogroups, i.e., O26, O45, O103, O111, O121, O145, and O157.
MATERIALS AND METHODS
Bacterial strains and culture conditions.
A total of 90 strains (50 STEC and 40 non-STEC strains; see the table in the supplemental material) were used for specificity testing. Among them, seven STEC strains belonging to serogroups O26, O45, O103, O111, O121, O145, and O157 were used for sensitivity and ground beef testing. STEC O157 strain EDL933 (BEI Resources, Manassas, VA) was also used for assay optimization and application in human stools. The strains were examined for the presence of target genes (stx1, stx2, and eae) using PCR assays described previously (42). STEC and other Enterobacteriaceae were cultured at 35°C overnight on Trypticase soy agar or broth (TSA or TSB; BD Diagnostic Systems, Sparks, MD). Non-Enterobacteriaceae strains were grown on blood agar, except for Vibrio strains, for which TSA supplemented with 2% NaCl was used. Campylobacter strains were grown under microaerophilic conditions (85% N2, 10% CO2, and 5% O2).
LAMP primers and reaction conditions.
The STEC stx1, stx2, and eae genes (GenBank accession numbers M19473, X07865, and Z11541, respectively) were selected as targets for designing LAMP primers (Table 1). A set of six primers, two outer (F3 and B3), two inner (FIP and BIP), and two loop (LF and LB), which recognize eight distinct regions of the target gene was designed for each target using the PrimerExplorer program (version 4; Fujitsu Limited, Japan).
Table 1.
LAMP and qPCR primers used in this study to detect STEC strains by targeting three genes (stx1, stx2, and eae)
Assay type | Primer/probe name | Sequencea (5′–3′) | Positiona,b | Amplicon sizec (bp) | Source or reference |
---|---|---|---|---|---|
stx1-LAMP | stx1-F3 | TGATTTTTCACATGTTACCTTTC | 507–529 | This study | |
stx1-B3 | TAACATCGCTCTTGCCAC | 688–705 | |||
stx1-FIP | CCTGCAACACGCTGTAACGT-CAGGTACAACAGCGGTTA | 574–593, 530–547 | |||
stx1-BIP | AGTCGTACGGGGATGCAGAT-AGTGAGGTTCCACTATGC | 598–617, 660–677 | |||
stx1-LF | GTATAGCTACTGTCACCAGACAATG | 548–572 | |||
stx1-LB | AAATCGCCATTCGTTGACTACTTCT | 618–642 | |||
stx2-LAMP | stx2-F3 | CGCTTCAGGCAGATACAGAG | 812–831 | This study | |
stx2-B3 | CCCCCTGATGATGGCAATT | 1022–1040 | |||
stx2-FIP | TTCGCCCCCAGTTCAGAGTGA-GTCAGGCACTGTCTGAAACT | 897–917, 840–859 | |||
stx2-BIP | TGCTTCCGGAGTATCGGGGAG-CAGTCCCCAGTATCGCTGA | 927–947, 989–1007 | |||
stx2-LF | GCGTCATCGTATACACAGGAGC | 860–881 | |||
stx2-LB | GATGGTGTCAGAGTGGGGAGAA | 950–971 | |||
eae-LAMP | eae-F3 | TGACTAAAATGTCCCCGG | 502–519 | This study | |
eae-B3 | CGTTCCATAATGTTGTAACCAG | 683–704 | |||
eae-FIP | GAAGCTGGCTACCGAGACTC-CCAAAAGCAACATGACCGA | 581–600, 526-544 | |||
eae-BIP | GCGATCTCTGAACGGCGATT-CCTGCAACTGTGACGAAG | 605–624, 664-681 | |||
eae-LF | GCCGCATAATTTAATGCCTTGTCA | 545–568 | |||
eae-LB | ACGCGAAAGATACCGCTCT | 625–643 | |||
stx1-qPCR | stx1-150-F | GACTGCAAAGACGTATGTAGATTCG | 252–276 | 151 | 12 |
stx1-150-R | ATCTATCCCTCTGACATCAACTGC | 379–402 | |||
stx1-150-P | FAM-TGAATGTCATTCGCTCTGCAATAGGTACTC-Iowa Black FQ | 278–307 | |||
stx2-qPCR | stx2-200-F | ATTAACCACACCCCACCG | 425–442 | 206 | 12 |
stx2-200-R | GTCATGGAAACCGTTGTCAC | 611-630 | |||
stx2-200-P | FAM-CAGTTATTTTGCTGTGGATATACGAGGGCTTG-Iowa Black FQ | 445–476 | |||
eae-qPCR | eae-170-F | CTTTGACGGTAGTTCACTGGAC | 734–755 | 170 | 12 |
eae-170-R | CAATGAAGACGTTATAGCCCAAC | 811–903 | |||
eae-170-P | FAM-CTGGCATTTGGTCAGGTCGGGGCG-Iowa Black FQ | 789–812 |
Underlining corresponds to the F2 or B2 region of the FIP or BIP primer, respectively.
The positions are numbered based on the coding sequences of STEC stx1, stx2, and eae genes with GenBank accession numbers M19473, X07865, and Z11541, respectively.
Ladder-like bands with variable sizes were generated by all three LAMP assays.
The LAMP prototypic conditions were those recommended by the manufacturer (Eiken Chemical Co., Ltd., Tokyo, Japan). Following optimization, the final LAMP reaction mix (25 μl) for stx1 and stx2 consisted of 1× ThermoPol reaction buffer (New England BioLabs, Ipswich, MA), 6 mM MgSO4, 1.2 mM each deoxynucleoside triphosphate (dNTP), 0.1 μM F3 and B3 (Integrated DNA Technologies, Coralville, IA), 1.8 μM FIP and BIP, 1 μM LF and LB, 10 U of Bst DNA polymerase (New England BioLabs), and 2 μl of DNA template. The optimized eae reaction mix differed from those described above for the following parameters: MgSO4 (8 mM), dNTP (1.8 mM each), F3 and B3 (0.3 μM each), FIP and BIP (2 μM each), and LF and LB (1.2 μM each). One positive control and one negative control were included in each LAMP run.
LAMP reactions were carried out at 65°C for 1 h and terminated at 80°C for 5 min in an LA-320C real-time turbidimeter (Eiken Chemical Co., Ltd.) with turbidity readings at 650 nm every 6 s. The time threshold (Tt; in min) was determined when the turbidity increase measurement (differential value of moving averages of turbidity) exceeded a threshold of 0.1.
qPCR assays.
In comparison, qPCR assays described previously (12) for STEC stx1, stx2, and eae were carried out. The mix (25 μl) contained 1× PCR buffer, 0.2 mM each dNTP, 4 mM MgCl2, 0.25 μM each primer (Table 1), 0.1875 μM probe, 1.5 U of GoTaq Hot Start polymerase (Promega, Madison, WI), and 2 μl of DNA template. The assays were conducted using 40 cycles of denaturation at 94°C for 20 s, annealing at 60°C for 30 s, and extension at 72°C for 50 s in a SmartCycler II system (Cepheid, Sunnyvale, CA). Fluorescence readings were acquired using the 6-carboxyfluorescein (FAM) channel, and the cycle threshold (CT; number of cycles) was obtained when the readings crossed 30 units.
LAMP specificity and sensitivity.
For LAMP specificity, DNA templates of 90 bacterial strains (see the table in the supplemental material) were prepared by heating at 95°C for 10 min as described previously (9). Aliquots (2 μl) of each template were subjected to LAMP amplification and repeated twice.
LAMP sensitivity (limit of detection) was determined by using 10-fold serial dilutions of seven STEC strains. Briefly, 3 to 5 single colonies of each strain were inoculated separately into 8 ml of fresh TSB and incubated at 35°C for 16 h to reach the stationary phase (optical density at 600 nm = 1, approximately 109 CFU/ml). The cultures were 10-fold serially diluted in 0.1% peptone water, and aliquots (500 μl) of each dilution were used to prepare DNA templates similarly by heating. The exact cell numbers were determined by standard plate counting. Aliquots (2 μl) of each template were tested by LAMP and qPCR and repeated three times each.
LAMP evaluation in ground beef.
Ground beef (23% fat) samples were obtained from a local grocery store and analyzed within 2 h of collection. To determine LAMP sensitivity in ground beef, each test sample (25 g) was inoculated with 2 ml of 10-fold serially diluted individual overnight STEC cultures, resulting in spiking levels of between 109 and 105 CFU/25 g. Another sample was included as the uninoculated control. The samples were homogenized with 225 ml of buffered peptone water (BPW; BD Diagnostic Systems) in a food stomacher (model 400; Tekmar Company, Cincinnati, OH) for 1 min. Aliquots (1 ml) of the homogenates were centrifuged at 16,000 × g for 3 min, and pellets were suspended in 100 μl of PrepMan Ultra sample preparation reagent (Applied Biosystems, Foster City, CA). The mixtures were heated at 95°C for 10 min and centrifuged again at 12,000 × g for 2 min. The supernatants (2 μl) were used for both LAMP and qPCR, which were repeated three times each. Aerobic plate counts were performed for the uninoculated control by standard pour plate method.
Additionally, the capability of LAMP to detect low levels of seven STEC strains in ground beef was evaluated. For this application, ground beef samples were spiked with individual STEC cultures at two levels: 1 to 2 and 10 to 20 CFU/25 g. Another sample was included as the uninoculated control. The samples were homogenized with 225 ml of prewarmed BPW supplemented with 8 mg/liter vancomycin (Sigma-Aldrich, St. Louis, MO) for 1 min in the food stomacher, followed by incubation at 42°C for up to 24 h. Aliquots (1 ml) of the enrichment broth were removed at 4, 6, 8, 10, 12, and 24 h and processed similarly by PrepMan Ultra sample preparation reagents. Two microliters of the sample DNA extracts was subjected to both LAMP and qPCR. This experiment was independently repeated twice.
LAMP application in human stools.
Human stool specimens were obtained from a healthy donor and processed immediately. Each stool sample (0.5 g) was inoculated with 1 ml of 10-fold serially diluted STEC O157 strain EDL933 overnight culture, resulting in spiking levels of 103 and 104 CFU/0.5 g stool. The samples were mixed with 5 ml of TSA, and aliquots (1 ml) were removed for direct testing. The remaining mixtures were incubated at 35°C, and aliquots (1 ml) were removed at 4, 6, and 8 h for further analysis. For both direct stool testing and testing after enrichment, the samples were treated similarly with PrepMan Ultra sample preparation reagents and detected by LAMP and qPCR. This experiment was independently repeated twice.
Data analysis.
Means and standard deviations of Tt for LAMP or CT for qPCR were calculated by Microsoft Excel software (Seattle, WA). The detection limits (numbers of CFU/reaction in pure culture or numbers of CFU/g in spiked ground beef) were presented as the lowest numbers of STEC cells that could be detected by the assays. In spiked ground beef, the number of CFU/reaction was calculated by using the number of CFU/g × 25 g/250 × 10 × 2 × 10−3, i.e., number of CFU/g × 2 × 10−3. Similarly, in spiked human stools, the number of CFU/reaction was converted by using the number of CFU/g × 2 × 10−3. Standard curves to quantify STEC in pure culture and spiked ground beef were generated by plotting Tt values against log number of CFU/reaction or log number of CFU/g, respectively, and the quantitative capabilities of the LAMP assays were derived on the basis of the correlation coefficient (R2) values from the standard curves.
In spiked ground beef and human stool experiments, Tt and CT values sorted by target gene, spiking level, and enrichment time were compared by using the analysis of variance (ANOVA; SAS for Windows, version 9; SAS Institute Inc., Cary, NC). Differences between the mean values were considered significant when P was <0.05.
RESULTS
LAMP specificity.
Among 90 bacterial strains used to determine the specificity of the three LAMP assays (stx1-LAMP, stx2-LAMP, and eae-LAMP), false-positive or false-negative results were not observed; i.e., LAMP results matched 100% with known strain characteristics for the three target genes. Using stx1-LAMP, mean Tt values for 30 STEC strains harboring the stx1 gene ranged from 11.4 to 14.5 min, and one stx1-positive Shigella dysenteriae strain (NCTC 4837) also gave a positive LAMP result with a mean Tt value of 13.2 min (data not shown). Similarly, by stx2-LAMP, mean Tt values for 35 STEC strains containing stx2 fell between 13.1 and 19.7 min, whereas for 47 eae-positive E. coli strains, mean Tt values by eae-LAMP were between 13 and 25.2 min. In contrast, for strains lacking any or all of the three target genes, no Tt value was obtained by corresponding LAMP assays, suggesting negative LAMP results.
LAMP sensitivity and quantitative capability.
Table 2 summarizes LAMP sensitivity when testing 10-fold serial dilutions of individual STEC strains of seven serogroups in three repeats. In pure-culture testing, all three LAMP assays consistently detected down to 101 CFU/reaction of the seven STEC strains, except for eae-LAMP when STEC O26 strain 97-3250 and O111 strain 3215-99 were tested. Further, in one to two out of three repeats, all three LAMP assays detected several STEC strains at concentrations 10-fold lower (i.e., 100 CFU/reaction). It is noteworthy that LAMP assays proceeded faster in some strains than others. For example, for the 105-CFU/reaction templates tested by stx1-LAMP, the mean Tt values ranged from 15 min for STEC O103 strain MT#80 to 19.6 min for O157 strain EDL933 (data not shown). Similar variations in amplification speed among the seven STEC strains were also observed for stx2-LAMP and eae-LAMP (data not shown). Regardless of target genes, the detection limits for qPCR fell between 100 and 101 CFU/reaction (data not shown).
Table 2.
Sensitivity of the three LAMP assays when testing 10-fold serial dilutions of individual STEC strains of seven serogroups in pure culture and spiked ground beef samples
Strain identifier | Serotype | Stx | Intimin | Detection limit (no. of CFU/reaction or no. of CFU/gc) |
|||||
---|---|---|---|---|---|---|---|---|---|
stx1-LAMP |
stx2-LAMP |
eae-LAMP |
|||||||
Culture | Ground beef | Culture | Ground beef | Culture | Ground beef | ||||
97-3250 | O26:H11 | 1, 2 | + | 10 | 4 × 103–4 × 104b | 1–10b | 4 × 103–4 × 104b | 10–100b | 4 × 104–4 × 105b |
MI01-88 | O45:H2 | 1 | + | 1.6–16a | 7 × 103 | NAd | NA | 1.6–16b | 7 × 103–7 × 104a |
MT#80 | O103:H2 | 1 | + | 1.6–16b | 6.5 × 103 | NA | NA | 16 | 6.5 × 104 |
3215–99 | O111:H8 | 1, 2 | + | 1.1–11a | 5 × 103 | 1.1–11b | 5 × 103 | 110–1,100a | 5 × 104–5 × 105a |
MDCH-4 | O121:H19 | 2 | − | NA | NA | 1.2–12b | 4 × 103 | NA | NA |
GS G5578620 | O145:NMe | 1 | + | 17 | 4 × 103 | NA | NA | 1.7–17b | 4 × 103 |
EDL933 | O157:H7 | 1, 2 | + | 1.6–16a | 6.5 × 103 | 1.6–16b | 6.5 × 103 | 1.6–16a | 6.5 × 103 |
One out of three repeats was positive for the lower detection limit.
Two out of three repeats were positive for the lower detection limit.
In ground beef testing, the number of CFU/reaction equals the number of CFU/g × 2 × 10−3.
NA, not applicable.
NM, nonmotile.
Figure 1 shows a typical LAMP amplification graph and a standard curve generated for pure-culture sensitivity testing of STEC O157 strain EDL933 by stx2-LAMP. The Tt values ranged from 21.4 to 45.2 min for cell concentrations between 1.6 × 105 and 1.6 CFU/reaction. Excluding data for 1.6 and 16 CFU/reaction, the quantification equation for this assay was determined to be y = −2x + 31.2 with an R2 value of 0.997. Similar quantification equations were obtained for other assay/strain pairs, and the overall R2 values ranged from 0.933 to 0.997 (data not shown).
LAMP sensitivity in spiked ground beef is also summarized in Table 2. For the uninoculated control sample, aerobic plate counts averaged 2 × 105 CFU/g, and all three target genes tested negative by LAMP and qPCR (data not shown). Using stx1-LAMP and stx2-LAMP, the lower limits of detection were at the 103-CFU/g level, equivalent to 8 to 14 CFU/reaction, while by eae-LAMP, at least 10-fold higher cell concentrations (i.e., 104 CFU/g) were needed in three strains (Table 2). In comparison, the majority of qPCR assays had detection limits of 104 CFU/g for stx1 and stx2 and 103 CFU/g for eae in spiked ground beef (data not shown). Similar to pure-culture testing, quantification equations were generated on the basis of ground beef sensitivity data, and R2 ranged from 0.904 to 0.994 (data not shown).
Rapid detection of low levels of STEC in ground beef.
Table 3 summarizes LAMP and qPCR results in ground beef samples spiked with two low levels (1 to 2 and 10 to 20 CFU/25 g) of individual STEC strains of seven serogroups after various enrichment periods. A typical LAMP judgment graph generated for ground beef enrichment samples is shown in Fig. 2. Regardless of spiking levels, none of the 4-h-enrichment samples tested positive by either LAMP or qPCR. Positive LAMP results appeared at 6 h with significantly higher Tt values (P < 0.05), and for samples enriched for 8, 10, 12, and 24 h, stable and lower Tt values were observed, with no significant differences among enrichment periods (P > 0.05) (Table 3). A similar trend of detection was observed for qPCR (Table 3). At the 6-h enrichment point, the only LAMP-negative sample was the one spiked with STEC O157 strain EDL933 and tested by stx1-LAMP, and the result was confirmed by qPCR. However, STEC O45 strain MI01-88 tested positive by LAMP but was negative by qPCR (Table 3). Additionally, qPCR results were presented by cycles, which were approximately 2 min/cycle. Therefore, an additional 30 to 55 min of amplification time was needed for qPCR when testing the same enrichment sample.
Table 3.
Comparison of LAMP and qPCR assays in ground beef samples spiked with low levels of individual STEC strains of seven serogroups
Cell level (no. of CFU/25 g) | Target gene | Avg LAMP Tt (min) after enrichment ofa: |
Avg qPCR CT (cycles) after enrichment ofa: |
||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
6 h | 8 h | 10 h | 12 h | 24 h | 6 h | 8 h | 10 h | 12 h | 24 h | ||
1–2 | stx1 | 20.5 ± 4.3A | 17.0 ± 3.5AB | 15.8 ± 3.1B | 15.9 ± 2.7B | 16.1 ± 3.3B | 37.4 ± 2.2A | 32.5 ± 3.3B | 29.4 ± 2.2B | 30.2 ± 1.9B | 30.5 ± 3.3B |
stx2 | 28.2 ± 3.3A | 22.4 ± 0.8B | 20.4 ± 0.6B | 20.3 ± 0.3B | 20.5 ± 1.1B | 37.7 ± 1.5A | 30.1 ± 3.4B | 28.4 ± 1.6B | 29.4 ± 1.4B | 29.0 ± 2.6B | |
eae | 27.7 ± 12.4A | 19.6 ± 4.8B | 18.8 ± 4.2B | 18.6 ± 4.0B | 18.9 ± 4.2B | 34.7 ± 2.2A | 28.3 ± 2.9B | 26.1 ± 2.0B | 27.3 ± 2.1B | 27.1 ± 2.6B | |
10–20 | stx1 | 22.0 ± 7.7A | 15.9 ± 3.4B | 15.1 ± 3.4B | 15.1 ± 3.0B | 15.2 ± 2.8B | 36.0 ± 3.5A | 28.9 ± 3.6B | 26.4 ± 3.5B | 27.2 ± 2.8B | 26.2 ± 3.4B |
stx2 | 23.4 ± 0.6A | 19.4 ± 0.4B | 18.5 ± 0.6B | 19.1 ± 0.7B | 19.2 ± 0.7B | 35.4 ± 2.3A | 27.8 ± 3.9B | 25.9 ± 3.0B | 26.8 ± 2.1B | 26.1 ± 3.0B | |
eae | 23.2 ± 7.1A | 18.5 ± 4.2AB | 18.0 ± 4.1AB | 17.2 ± 4.0B | 17.6 ± 4.0AB | 31.8 ± 4.4A | 26.0 ± 2.8B | 24.0 ± 3.0B | 24.4 ± 3.3B | 23.7 ± 3.4B |
None of the 4-h-enrichment samples tested positive by either LAMP or qPCR. After 6 h enrichment, one out of six stx1-positive strains was negative for LAMP, whereas two were negative for qPCR. In each row within LAMP or qPCR, Tt or CT values followed by different uppercase letters are statistically significant (P < 0.05).
Fig 2.
A typical LAMP amplification graph generated when testing ground beef samples spiked with two low levels of individual STEC strains of seven serogroups after various enrichment periods (4, 6, 8, 10, 12, and 24 h). In this graph, the ground beef samples were spiked with 1.2 CFU of STEC O111 strain 3215-99 and the enrichment samples were tested by stx2-LAMP.
Rapid diagnosis of STEC in human stools.
Table 4 shows LAMP and qPCR results in human stool specimens spiked with 103 and 104 CFU/0.5 g of STEC O157 EDL933 cultures based on two independent repeats. For direct stool testing, all samples were negative except for one with the 104-CFU/0.5 g level tested by eae-LAMP in one repeat. Regardless of spiking levels, after 4, 6, and 8 h of enrichment, all samples were positive by LAMP. However, several negative qPCR results were observed at the 4-h enrichment point for the 103-CFU/0.5 g spiking level (Table 4). Noticeably, both Tt and CT values decreased as the enrichment proceeded, with significantly higher Tt values observed at the 4-h enrichment point than the other two (P < 0.05). Similar to ground beef testing, qPCR (CT values of approximately 30 cycles) required an additional 40 min to generate positive results compared to LAMP (Tt values of about 20 min).
Table 4.
Comparison of LAMP and qPCR assays in human stool specimens spiked with 103 and 104 CFU/0.5 g of STEC O157 strain EDL933 based on two independent repeats
Cell level (no. of CFU/0.5 g) | Target gene | LAMP Tt (min) after enrichment ofb: |
qPCR CT (cycles) after enrichment ofb: |
||||||
---|---|---|---|---|---|---|---|---|---|
0 h | 4 h | 6 h | 8 h | 0 h | 4 h | 6 h | 8 h | ||
103 | stx1 | NAc | 32.0 ± 2.6A | 20.9 ± 1.5B | 17.3 ± 1.6B | NA | 37.9a | 34.1 ± 1.5A | 29.1 ± 1.4A |
stx2 | NA | 33.9 ± 2.3A | 23.9 ± 1.1B | 21.0 ± 1.3B | NA | NA | 34.3 ± 1.5A | 29.4 ± 1.5A | |
eae | NA | 27.8 ± 2.1A | 19.0 ± 2.0B | 15.9 ± 1.8B | NA | 37.2a | 32.3 ± 1.4A | 26.6 ± 1.5A | |
104 | stx1 | NA | 22.9 ± 0.8A | 18.9 ± 0.4B | 18.2 ± 0.5B | NA | 34.5 ± 1.4A | 31.3 ± 1.5A | 30.2 ± 1.4A |
stx2 | NA | 26.6 ± 1.3A | 23.2 ± 0.5AB | 21.5 ± 1.3B | NA | 34.5 ± 1.2A | 31.2 ± 1.4AB | 30.3 ± 1.3B | |
eae | 26.9a | 19.8 ± 3.0A | 17.5 ± 1.4A | 17.0 ± 1.1A | NA | 33.5 ± 1.8A | 29.7 ± 1.5A | 28.8 ± 1.1A |
Only one repeat generated a positive result.
In each row within LAMP or qPCR, Tt or CT values followed by different uppercase letters are statistically significant (P < 0.05).
NA, not available.
DISCUSSION
The three LAMP assays (stx1-LAMP, stx2-LAMP, and eae-LAMP) developed in the present study were rapid (11 to 45 min), specific (100% inclusivity and 100% exclusivity among 90 strains tested), sensitive (1 to 20 CFU/reaction in pure culture and 103 to 104 CFU/g in spiked ground beef), and quantitative (R2 = 0.904 to 0.997). With 6 to 8 h of enrichment, the assays accurately detected two low levels (1 to 2 and 10 to 20 CFU/25 g) of STEC in ground beef samples. In human stool specimens, the assays also consistently detected STEC spiked at 103 or 104 CFU/0.5 g stool after 4 h enrichment. To our knowledge, this is the first study applying the novel LAMP NAAT technology to detect STEC in food and clinical samples by targeting both stx and eae.
Previously, LAMP assays have been developed for the detection of generic (22) and pathogenic E. coli, including enteroaggregative E. coli (44), enteroinvasive E. coli (37), enterotoxigenic E. coli (43), STEC (20, 28, 29), and more specifically, E. coli O157:H7 (40, 46, 47). With 35 min to 1 h of reaction time, these LAMP assays were capable of detecting between 0.7 and 100 CFU of E. coli per reaction, 10- to 100-fold more sensitive than conventional PCR (20, 22, 28, 37, 40, 44, 47). The three LAMP assays developed here fell within these detection ranges in terms of speed and sensitivity. Numerous other studies also reported the superior sensitivity of LAMP in comparison with PCR (9, 16, 18); however, few comparisons were made between LAMP and qPCR. Similar to findings of the present study, a recent study on LAMP detection of Salmonella also reported comparable sensitivities between LAMP and qPCR (9). It is noteworthy that the LAMP assays reported in the present study were markedly faster than qPCR assays developed by USDA scientists (12) by at least 30 min, therefore significantly shortening the total assay time.
Among the three target genes, stx1 does not possess sequence heterogeneity, but multiple distinct variants of either stx2 or eae have been identified (15, 45). In this study, sequence alignments of several Stx2 and intimin variants were conducted before suitable regions were chosen for LAMP primer design. Consequently, all of the three LAMP assays possessed 100% inclusivity and 100% exclusivity among the 50 STEC and 40 non-STEC strains tested, a specificity similar to that reported previously for LAMP assays targeting stx1 and stx2 (20). Noticeably, eae-LAMP showed inferior sensitivity in detecting two strains (STEC O26 97-3250 and O111 3215-99) compared to the others (Table 2), which may be partially explained by sequence variations of the eae gene (45).
LAMP-positive reactions are commonly detected by gel electrophoresis, visual endpoint judgment of turbidity or color change, and real-time turbidity/fluorescence analysis (31). Through real-time turbidity analysis, the quantitative capability of LAMP has been demonstrated previously (8, 9, 17, 18, 30). Other studies also showed LAMP to be quantitative using fluorescence-based platforms (1, 8, 17). In the present study, R2 fell between 0.933 and 0.997 for STEC cells present at levels ranging from 105 to 102 CFU/reaction in pure culture and 0.904 to 0.988 for cells present at levels ranging from 107 to 104 CFU/g (105 to 102 CFU/reaction) in spiked ground beef, suggesting good quantitative capabilities. However, for STEC cells present at less than 102 CFU/reaction, the quantitative capability of LAMP was poor, indicated by much delayed Tt values (Fig. 1A). Similar findings regarding the poor quantification of LAMP at low cell levels were reported previously (2, 11). It is important to note that whenever enrichment is incorporated in the detection steps, quantification is no longer relevant.
Fig 1.
A typical LAMP amplification graph (A) and a standard curve generated for pure-culture sensitivity testing of STEC O157 strain EDL933 by stx2-LAMP (B). Samples 1 to 6 correspond to 10-fold serial dilutions of E. coli O157:H7 EDL933 cells ranging from 1.6 × 105 to 1.6 CFU/reaction; sample 7 is water. The standard curve was drawn on the basis of three independent repeats and excluding data for cell concentrations of 1.6 and 16 CFU/reaction.
To date, application of LAMP assays for the detection of STEC and E. coli O157:H7 has been reported exclusively in food samples (19–21, 34, 40). Only STEC O157 and O26 strains have been used for inoculation, and the spiked samples were usually enriched overnight without characterizing the effects of different enrichment times on the detection outcomes (19–21, 34, 40). For instance, a recent study reported that 45 to 50% of liver samples inoculated with 1 to 4 CFU/25 g of E. coli O157:H7 strains tested positive by LAMP after overnight enrichment, compared to a 10 to 35% detection rate by culture (34). Two earlier studies by the same group reported that for ground beef samples inoculated with approximately 10 CFU/25 g of E. coli O157 or O26 strains, 100% detection rates were observed after 24 h enrichment (19, 20), whereas culture methods detected 100% of ground beef samples spiked with STEC O157 but only 50 to 80% of those spiked with STEC O26 (19). In raw milk, a detection limit of 4.1 × 104 CFU/ml of E. coli O157 was reported (40).
In the present study, STEC strains of seven major serogroups were used in ground beef experiments, and STEC O157 EDL933 was also used to spike human stool specimens. The three LAMP assays had 103- to 104-CFU/g detection limits in ground beef, which were comparable to those of previously reported LAMP and qPCR assays (12, 40). For the ground beef samples spiked with two low levels (1 to 2 and 10 to 20 CFU/25 g) of STEC, positive detection occurred at 6 h enrichment and consistently thereafter, which were results superior to those obtained in the liver study (34) mentioned above. We also found that LAMP performed better than qPCR in terms of positive detection rate and assay speed in spiked ground beef. In human stool experiments, consistent detection of samples spiked with 103 and 104 CFU/0.5 g of STEC O157 EDL933 culture after 4 h enrichment was observed by LAMP in the present study. Again, qPCR failed to detect several LAMP-positive samples at 4 h enrichment. In general, molecular-based detection methods such as PCR and LAMP are subjected to various inhibitors present in food and clinical samples. However, corroborating with our findings, LAMP has previously been confirmed to be more robust than PCR with regard to tolerance to inhibitors in clinical samples and other biological substances (11, 26).
Currently, E. coli O157:H7 is regulated as an adulterant in raw beef in the United States. The growing clinical importance of non-O157 E. coli also warrants the development of rapid, sensitive, and specific methods for detection. However, to meet the goal of detecting very low levels of these pathogens in food, an enrichment step is essential (13). For example, in the newly updated USDA protocol for E. coli O157:H7 and non-O157 STEC detection in ground beef and beef trimmings, enrichment is an indispensable step and is followed by initial screening of Shiga toxins and intimin by qPCR and a second screening of O157 and the top six STEC serogroups by another set of qPCR assays (39). Given the rapidity, sensitivity, specificity, and robustness of LAMP assays demonstrated in the present study, these assays may effectively serve as a means of serogroup-independent screening of STEC strains in ground beef samples, which is to be followed with serogroup-specific tests and virulence characterizations to ascertain the food safety and public health relevance of the STEC-positive samples. The three STEC assays also had superior performance to qPCR in human stools. In conclusion, the LAMP assays developed in this study may facilitate rapid and reliable identification of STEC contaminations in high-risk food commodities and also facilitate prompt diagnosis of STEC infections in clinical laboratories.
Supplementary Material
ACKNOWLEDGMENTS
We thank the STEC Center at Michigan State University, the National Institutes of Health/Biodefense and Emerging Infections Research Resources Repository (BEI Resources), and Narjol Gonzalez-Escalona at the U.S. Food and Drug Administration for providing some of the STEC and Salmonella strains used in this study.
Footnotes
Published ahead of print 26 October 2011
Supplemental material for this article may be found at http://jcm.asm.org/.
REFERENCES
- 1. Ahmad F, et al. 2011. A CCD-based fluorescence imaging system for real-time loop-mediated isothermal amplification-based rapid and sensitive detection of waterborne pathogens on microchips. Biomed. Microdevices 13:929–937 [DOI] [PubMed] [Google Scholar]
- 2. Aoi Y, Hosogai M, Tsuneda S. 2006. Real-time quantitative LAMP (loop-mediated isothermal amplification of DNA) as a simple method for monitoring ammonia-oxidizing bacteria. J. Biotechnol. 125:484–491 [DOI] [PubMed] [Google Scholar]
- 3. Boerlin P, et al. 1999. Associations between virulence factors of Shiga toxin-producing Escherichia coli and disease in humans. J. Clin. Microbiol. 37:497–503 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4. Brooks JT, et al. 2005. Non-O157 Shiga toxin-producing Escherichia coli infections in the United States, 1983-2002. J. Infect. Dis. 192:1422–1429 [DOI] [PubMed] [Google Scholar]
- 5. CDC 2006. Importance of culture confirmation of Shiga toxin-producing Escherichia coli infection as illustrated by outbreaks of gastroenteritis—New York and North Carolina, 2005. MMWR Morb. Mortal. Wkly. Rep. 55:1042–1045 [PubMed] [Google Scholar]
- 6. CDC 2001. University outbreak of calicivirus infection mistakenly attributed to Shiga toxin-producing Escherichia coli O157:H7—Virginia, 2000. MMWR Morb. Mortal. Wkly. Rep. 50:489–491 [PubMed] [Google Scholar]
- 7. CDC 2011. Vital signs: incidence and trends of infection with pathogens transmitted commonly through food—foodborne diseases active surveillance network, 10 U.S. sites, 1996–2010. MMWR Morb. Mortal. Wkly. Rep. 60:749–755 [PubMed] [Google Scholar]
- 8. Chen S, Ge B. 2010. Development of a toxR-based loop-mediated isothermal amplification assay for detecting Vibrio parahaemolyticus. BMC Microbiol. 10:41. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9. Chen S, Wang F, Beaulieu JC, Stein RE, Ge B. 2011. Rapid detection of viable salmonellae in produce by coupling propidium monoazide with loop-mediated isothermal amplification. Appl. Environ. Microbiol. 77:4008–4016 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10. Ethelberg S, et al. 2004. Virulence factors for hemolytic uremic syndrome, Denmark. Emerg. Infect. Dis. 10:842–847 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11. Francois P, et al. 2011. Robustness of a loop-mediated isothermal amplification reaction for diagnostic applications. FEMS Immunol. Med. Microbiol. 62:41–48 [DOI] [PubMed] [Google Scholar]
- 12. Fratamico PM, et al. 2011. Detection by multiplex real-time polymerase chain reaction assays and isolation of Shiga toxin-producing Escherichia coli serogroups O26, O45, O103, O111, O121, and O145 in ground beef. Foodborne Pathog. Dis. 8:601–607 [DOI] [PubMed] [Google Scholar]
- 13. Ge B, Meng J. 2009. Advanced technologies for pathogen and toxin detection in foods: current applications and future directions. JALA 14:235–241 [Google Scholar]
- 14. Gould LH, et al. 2009. Recommendations for diagnosis of Shiga toxin–producing Escherichia coli infections by clinical laboratories. MMWR Recommend. Rep. 58(RR-12):1–14 [PubMed] [Google Scholar]
- 15. Gyles CL. 2007. Shiga toxin-producing Escherichia coli: an overview. J. Anim. Sci. 85:E45–E62 [DOI] [PubMed] [Google Scholar]
- 16. Han F, Ge B. 2008. Evaluation of a loop-mediated isothermal amplification assay for detecting Vibrio vulnificus in raw oysters. Foodborne Pathog. Dis. 5:311–320 [DOI] [PubMed] [Google Scholar]
- 17. Han F, Ge B. 2010. Quantitative detection of Vibrio vulnificus in raw oysters by real-time loop-mediated isothermal amplification. Int. J. Food Microbiol. 142:60–66 [DOI] [PubMed] [Google Scholar]
- 18. Han F, Wang F, Ge B. 2011. Detecting potentially virulent Vibrio vulnificus strains in raw oysters by quantitative loop-mediated isothermal amplification. Appl. Environ. Microbiol. 77:2589–2595 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19. Hara-Kudo Y, et al. 2008. Detection of Verotoxigenic Escherichia coli O157 and O26 in food by plating methods and LAMP method: a collaborative study. Int. J. Food Microbiol. 122:156–161 [DOI] [PubMed] [Google Scholar]
- 20. Hara-Kudo Y, et al. 2007. Sensitive and rapid detection of Vero toxin-producing Escherichia coli using loop-mediated isothermal amplification. J. Med. Microbiol. 56:398–406 [DOI] [PubMed] [Google Scholar]
- 21. Hara-Kudo Y, et al. 2008. Surveillance of Shiga toxin-producing Escherichia coli in beef with effective procedures, independent of serotype. Foodborne Pathog. Dis. 5:97–103 [DOI] [PubMed] [Google Scholar]
- 22. Hill J, et al. 2008. Loop-mediated isothermal amplification assay for rapid detection of common strains of Escherichia coli. J. Clin. Microbiol. 46:2800–2804 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23. Hussein HS, Bollinger LM. 2005. Prevalence of Shiga toxin-producing Escherichia coli in beef cattle. J. Food Prot. 68:2224–2241 [DOI] [PubMed] [Google Scholar]
- 24. Jackson MP, Neill RJ, O'Brien AD, Holmes RK, Newland JW. 1987. Nucleotide sequence analysis and comparison of the structural genes for Shiga-like toxin I and Shiga-like toxin II encoded by bacteriophages from Escherichia coli 933. FEMS Microbiol. Lett. 44:109–114 [DOI] [PubMed] [Google Scholar]
- 25. Johnson KE, Thorpe CM, Sears CL. 2006. The emerging clinical importance of non-O157 Shiga toxin-producing Escherichia coli. Clin. Infect. Dis. 43:1587–1595 [DOI] [PubMed] [Google Scholar]
- 26. Kaneko H, Kawana T, Fukushima E, Suzutani T. 2007. Tolerance of loop-mediated isothermal amplification to a culture medium and biological substances. J. Biochem. Biophys. Methods 70:499–501 [DOI] [PubMed] [Google Scholar]
- 27. Karmali MA, Steele BT, Petric M, Lim C. 1983. Sporadic cases of haemolytic-uraemic syndrome associated with faecal cytotoxin and cytotoxin-producing Escherichia coli in stools. Lancet i:619–620 [DOI] [PubMed] [Google Scholar]
- 28. Kouguchi Y, Fujiwara T, Teramoto M, Kuramoto M. 2010. Homogenous, real-time duplex loop-mediated isothermal amplification using a single fluorophore-labeled primer and an intercalator dye: its application to the simultaneous detection of Shiga toxin genes 1 and 2 in Shiga toxigenic Escherichia coli isolates. Mol. Cell. Probes 24:190–195 [DOI] [PubMed] [Google Scholar]
- 29. Maruyama F, Kenzaka T, Yamaguchi N, Tani K, Nasu M. 2003. Detection of bacteria carrying the stx2 gene by in situ loop-mediated isothermal amplification. Appl. Environ. Microbiol. 69:5023–5028 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30. Mori Y, Kitao M, Tomita N, Notomi T. 2004. Real-time turbidimetry of LAMP reaction for quantifying template DNA. J. Biochem. Biophys. Methods 59:145–157 [DOI] [PubMed] [Google Scholar]
- 31. Mori Y, Notomi T. 2009. Loop-mediated isothermal amplification (LAMP): a rapid, accurate, and cost-effective diagnostic method for infectious diseases. J. Infect. Chemother. 15:62–69 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32. Nataro JP, Kaper JB. 1998. Diarrheagenic Escherichia coli. Clin. Microbiol. Rev. 11:142–201 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33. Notomi T, et al. 2000. Loop-mediated isothermal amplification of DNA. Nucleic Acids Res. 28:E63. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34. Ohtsuka K, Tanaka M, Ohtsuka T, Takatori K, Hara-Kudo Y. 2010. Comparison of detection methods for Escherichia coli O157 in beef livers and carcasses. Foodborne Pathog. Dis. 7:1563–1567 [DOI] [PubMed] [Google Scholar]
- 35. Paton AW, Paton JC. 1998. Detection and characterization of Shiga toxigenic Escherichia coli by using multiplex PCR assays for stx1, stx2, eaeA, enterohemorrhagic E. coli hlyA, rfbO111, and rfbO157. J. Clin. Microbiol. 36:598–602 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36. Scallan E, et al. 2011. Foodborne illness acquired in the United States—major pathogens. Emerg. Infect. Dis. 17:7–15 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37. Song T, Toma C, Nakasone N, Iwanaga M. 2005. Sensitive and rapid detection of Shigella and enteroinvasive Escherichia coli by a loop-mediated isothermal amplification method. FEMS Microbiol. Lett. 243:259–263 [DOI] [PubMed] [Google Scholar]
- 38. Thorpe CM. 2004. Shiga toxin-producing Escherichia coli infection. Clin. Infect. Dis. 38:1298–1303 [DOI] [PubMed] [Google Scholar]
- 39. U.S. Department of Agriculture 2010. Microbiology laboratory guidebook. U.S. Department of Agriculture, Washington, DC: http://www.fsis.usda.gov/Science/Microbiological_Lab_Guidebook/ Last accessed 8 July 2011 [Google Scholar]
- 40. Wang D, Liu F, Huo G, Ren D, Li Y. 2009. Development and evaluation of a loop-mediated isothermal amplification method for detecting Escherichia coli O157 in raw milk. J. Rapid Methods Autom. Microbiol. 17:55–66 [Google Scholar]
- 41. WHO 2011. Outbreaks of E. coli O104:H4 infection: update 30. WHO, Geneva, Switzerland: http://www.euro.who.int/en/what-we-do/health-topics/emergencies/international-health-regulations/news/news/2011/07/outbreaks-of-e.-coli-o104h4-infection-update-30 Last accessed 28 July 2011 [Google Scholar]
- 42. Xia X, et al. 2010. Presence and characterization of Shiga toxin-producing Escherichia coli and other potentially diarrheagenic E. coli strains in retail meats. Appl. Environ. Microbiol. 76:1709–1717 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43. Yano A, Ishimaru R, Hujikata R. 2007. Rapid and sensitive detection of heat-labile I and heat-stable I enterotoxin genes of enterotoxigenic Escherichia coli by loop-mediated isothermal amplification. J. Microbiol. Methods 68:414–420 [DOI] [PubMed] [Google Scholar]
- 44. Yokoyama E, Uchimura M, Ito K. 2010. Detection of enteroaggregative Escherichia coli by loop-mediated isothermal amplification. J. Food Prot. 73:1064–1072 [DOI] [PubMed] [Google Scholar]
- 45. Zhang WL, et al. 2002. Genetic diversity of intimin genes of attaching and effacing Escherichia coli strains. J. Clin. Microbiol. 40:4486–4492 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46. Zhao X, et al. 2010. Development and application of a loop-mediated isothermal amplification method on rapid detection Escherichia coli O157 strains from food samples. Mol. Biol. Rep. 37:2183–2188 [DOI] [PubMed] [Google Scholar]
- 47. Zhu SR, et al. 2009. Detection of enterohemorrhagic Escherichia coli O157:H7 by loop-mediated isothermal amplification. Zhonghua Yu Fang Yi Xue Za Zhi 43:803–808 (In Chinese.) [PubMed] [Google Scholar]
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