| Literature DB >> 27235434 |
Graham S Banting1,2, Shannon Braithwaite1,2, Candis Scott1, Jinyong Kim1, Byeonghwa Jeon1, Nicholas Ashbolt1,2, Norma Ruecker3, Lisa Tymensen4, Jollin Charest4, Katarina Pintar5, Sylvia Checkley2,6, Norman F Neumann7,2.
Abstract
UNLABELLED: Campylobacter spp. are the leading cause of bacterial gastroenteritis worldwide, and water is increasingly seen as a risk factor in transmission. Here we describe a most-probable-number (MPN)-quantitative PCR (qPCR) assay in which water samples are centrifuged and aliquoted into microtiter plates and the bacteria are enumerated by qPCR. We observed that commonly used Campylobacter molecular assays produced vastly different detection rates. In irrigation water samples, detection rates varied depending upon the PCR assay and culture method used, as follows: 0% by the de Boer Lv1-16S qPCR assay, 2.5% by the Van Dyke 16S and Jensen glyA qPCR assays, and 75% by the Linton 16S endpoint PCR when cultured at 37°C. Primer/probe specificity was the major confounder, with Arcobacter spp. routinely yielding false-positive results. The primers and PCR conditions described by Van Dyke et al. (M. I. Van Dyke, V. K. Morton, N. L. McLellan, and P. M. Huck, J Appl Microbiol 109:1053-1066, 2010, http://dx.doi.org/10.1111/j.1365-2672.2010.04730.x) proved to be the most sensitive and specific for Campylobacter detection in water. Campylobacter occurrence in irrigation water was found to be very low (<2 MPN/300 ml) when this Campylobacter-specific qPCR was used, with the most commonly detected species being C. jejuni, C. coli, and C. lari Campylobacters in raw sewage were present at ∼10(2)/100 ml, with incubation at 42°C required for reducing microbial growth competition from arcobacters. Overall, when Campylobacter prevalence and/or concentration in water is reported using molecular methods, considerable validation is recommended when adapting methods largely developed for clinical applications. Furthermore, combining MPN methods with molecular biology-based detection algorithms allows for the detection and quantification of Campylobacter spp. in environmental samples and is potentially suited to quantitative microbial risk assessment for improved public health disease prevention related to food and water exposures. IMPORTANCE: The results of this study demonstrate the importance of assay validation upon data interpretation of environmental monitoring for Campylobacter when using molecular biology-based assays. Previous studies describing Campylobacter prevalence in Canada utilized primers that we have determined to be nonspecific due to their cross-amplification of Arcobacter spp. As such, Campylobacter prevalence may have been vastly overestimated in other studies. Additionally, the development of a quantitative assay described in this study will allow accurate determination of Campylobacter concentrations in environmental water samples, allowing more informed decisions to be made about water usage based on quantitative microbial risk assessment.Entities:
Mesh:
Substances:
Year: 2016 PMID: 27235434 PMCID: PMC4984289 DOI: 10.1128/AEM.00077-16
Source DB: PubMed Journal: Appl Environ Microbiol ISSN: 0099-2240 Impact factor: 4.792
PCR assays used in this study and their limits of detection (LOD95)
| Assay and primer | Oligonucleotide sequence (5′-3′) | Targeted organism | Product size (bp) | Primer/probe concn (nM) | Annealing temp (oC) | LOD95 copies (L/U) | Reference |
|---|---|---|---|---|---|---|---|
| Linton 16S endpoint PCR | |||||||
| Linton 16S F | GGATGACACTTTTCGGAGC | 816 | 300/— | 55 | 6.25 (1.5/17.1) | Linton et al. ( | |
| Linton 16S R | CATTGTAGCACGTGTGTC | ||||||
| de Boer Lv1-16S qPCR | |||||||
| Lv1 16S F | CCTGAMGCAGCAACGCC | 107 | 300/200 | 60 | 3.2 (1.5/6.94) | de Boer et al. ( | |
| Lv1 16S R | CGGAGTTAGCCGGTGCTTATT | ||||||
| Lv1 16S P | 6-FAM-CTCCGAAAAGTGTCATCCT-NFQ-MGB | ||||||
| Van Dyke 16S qPCR | |||||||
| VD 16S F | CTGCTTAACACAAGTTGAGTAGG | 287 | 300/100 | 60 | 43.4 (18.8/124.3) | Van Dyke et al. ( | |
| VD 16S R | TTCCTTAGGTACCGTCAGAA | ||||||
| VD 16S P | 6-FAM-CGCTCCGAAAAGTGTCATCCTCC-BHQ1 | ||||||
| Jensen | |||||||
| glyA cc F | GTTGGAGCTTATCTTTTTGCAGACA | 80 | 300/100 | 60 | 2.1 (0.5/8.4) | Jensen et al. ( | |
| glyA cc R | TGAGGAAATGGACTTGGATGCT | ||||||
| glyA cc P | VIC-TGCTACAACAAGTCCAGCAATGTGTGCA-TAMRA | ||||||
| glyA cj F | TAATGTTCAGCCTAATTCAGGTTCTC | 135 | 300/100 | 60 | 2.1 (0.5/8.4) | Jensen et al. ( | |
| glyA cj R | GAAGAACTTACTTTTGCACCATGAGT | ||||||
| glyA cj P | 6-FAM-AATCAAAGCCGCATAAACACCTTGATTAGC-TAMRA | ||||||
| glyA cl F | CAGGCTTGGTTGTAGCAGGTG | 96 | 300/100 | 60 | 2.1 (0.5/8.4) | Jensen et al. ( | |
| glyA cl R | ACCCCTTGGACCTCTTAAAGTTTT | ||||||
| glyA cl P | VIC-CATCCTAGTCCATTCCCTTATGCTCATGTT-TAMRA | ||||||
| Yamazaki multiplex PCR | |||||||
| C.coli ask F | GGTATGATTTCTACAAAGCGAG | 502 | 200/— | 58 | 6.25 (2.3/17.1) | Yamazaki-Matsune et al. ( | |
| C.coli ask R | ATAAAAGACTATCGTCGCGTG | ||||||
| C.fet cstA F | GGTAGCCGCAGCTGCTAAGAT | 359 | 200/— | 58 | 6.25 (2.3/17.1) | Yamazaki-Matsune et al. ( | |
| C.fet cstA R | AGCCAGTAACGCATATTATAGTAG | ||||||
| C.lari glyA F | TAGAGAGATAGCAAAAGAGA | 251 | 200/— | 58 | 18.9 (6.1/59.0) | Yamazaki-Matsune et al. ( | |
| C.lari glyA R | TACACATAATAATCCCACCC | ||||||
| C.jej 0414 F | CAAATAAAGTTAGAGGTAGAATGT | 161 | 200/— | 58 | 30.4 (9.6/95.8) | Yamazaki-Matsune et al. ( | |
| C.jej 0414 R | CCATAAGCACTAGCTAGCTGAT | ||||||
| C.ups lpxA F | CGATGATGTGCAAATTGAAGC | 86 | 200/— | 58 | 11.5 (4.1/32.3) | Yamazaki-Matsune et al. ( | |
| C.ups lpxA R | TTCTAGCCCCTTGCTTGATG | ||||||
| Khan-ITS | |||||||
| ICC-F | GAAGTATCAATCTTAAAAAGATAA | 72 | 300/— | 46 | 64.8 (21.4/196.0) | Khan et al. ( | |
| ICC-R | AAATATATACTTGCTTTAGATT | ||||||
| ICJ-F | CTTAGATTTATTTTTATCTTTAACT | 349 | 64.8 (21.4/196.0) | ||||
| ICJ-R | ACTAAATGATTTAGTCTCA | ||||||
| ICL-F | CTTACTTTAGGTTTTAAGACC | 279 | 64.8 (21.4/196.0) | ||||
| ICL-R | CAATAAAACCTTACTATCTC | ||||||
| hsp60 F | CTCTTCATTAAAAGAGATGTTACCAATTTT | 91 | 300/100 | 60 | ND | de Boer et al. ( | |
| hsp60 R | CACCATCTACATCTTCWGCAATAATTACT | ||||||
| hsp60 P | 6-FAM-CTTCCTGATTGATTTACTGATT-NFQ-MGB | ||||||
| IAC | |||||||
| IAC F | CTAACCTTCGTGATGAGCAATCG | NA | 198 | 400/100 | 60 | 4.3 (2.3/8.1) | Deer et al. ( |
| IAC R | GATCAGCTACGTGAGGTCCTAC | ||||||
| IAC P | VIC-AGCTAGTCGATGCACTCCAGTCCTCCT-NFQ-MGB |
6-FAM, 6-carboxyfluorescein; BHQ1, black hole quencher 1; TAMRA, 6-carboxytetramethylrhodamine.
—, no probe (endpoint PCR only).
LOD95, 95% confidence limit of detection; L, lower confidence interval; U, upper confidence interval; ND, not determined.
NA, not applicable.
FIG 1Campylobacter MPN-qPCR assays designed for use with water samples. Two assay variations were designed: (A) a double-enrichment MPN assay with culture in Bolton broth containing selective supplements, sulfamethoxazole (BBsmx), and the metabolic indicator TTC (second plate only; BBsmxT) at 37°C, as modified from the method of Chenu et al. (28); and (B) a single-enrichment MPN assay without metabolic indicator, with culture in Bolton broth plus selective supplements only (BB) at 42°C. Campylobacter-specific (q)PCR performed on MPN cultures determined which wells to plate onto solid agar (BB), followed by a confirmatory PCR for identification to the species level.
Matrix spike recoveries of C. jejuni in irrigation water using an MPN-qPCR assay
| Sample | No. of | MPN detection limit (no. of | Spike recovery of | |
|---|---|---|---|---|
| 1 | 1.1 × 101 | 8.0 × 100 | 11.3 | 0 |
| 2 | 3.9 × 102 | 1.0 × 100 | 71.2 | 0 |
| 3 | 5.9 × 105 | 4.4 × 102 | >0.5 | 9.3 |
| 4 | 4.0 × 104 | 3.0 × 103 | 0.7 | 46 |
| 5 | 5.8 × 104 | 4.4 × 101 | >14.6 | 0.4 |
| 6 | 2.4 × 103 | 2.0 × 100 | 11 | >2,400 |
| 7 | 3.8 × 102 | 2.9 × 102 | 0.1 | 111 |
| 8 | 1.2 × 104 | 9.0 × 100 | 10.1 | 46 |
| 9 | 2.6 × 100 | 0.8 × 100 | 15.4 | 0 |
| 10 | IND | DNQ | DNQ | 0 |
| 11 | 1.0 × 102 | 2.5 × 100 | 9.3 | 2.3 |
| 12 | ND | ND | ND | 0 |
| 13 | 2.6 × 102 | 0.6 × 100 | 177 | 0.4 |
| 14 | 2.8 × 102 | 0.7 × 100 | 33.2 | 0.9 |
| 15 | 2.8 × 102 | 0.7 × 100 | 164.3 | 0 |
| 16 | 1.4 × 102 | 0.4 × 100 | 171.4 | 0 |
Spiked into 400 ml of irrigation water prior to centrifugation step.
Double-enrichment MPN assay at 37°C (2014 samples).
Single-enrichment MPN assay at 42°C (2015 samples).
IND, indeterminate. Could not enumerate cells before spike due to swarming on plate.
DNQ, detected by qPCR, but enumeration not possible due to swarming on plate.
ND, not detected. No cells went into spike.
Determined by the de Boer hsp60 qPCR
Frequency and enumeration of Campylobacter and Arcobacter bacteria in irrigation water samples from 2014 as detected by a double-enrichment MPN-(q)PCR assay at 37°C (n = 80)
| Bacterium and assay | No. (%) of bacteria detected | MPN (avg ± SD)/300 ml |
|---|---|---|
| Linton 16S endpoint PCR | 60 (75) | 55.7 |
| de Boer Lv1-16S qPCR | 0 (0) | 0 |
| Van Dyke 16S qPCR | 2 (2.5) | <1 |
| Jensen | 2 (2.5) | <1 |
| | 63 (79) | 96.8 |
| Metabolism (TTC) | 71 (89) | 94.2 |
Calculated only on samples within the dynamic range of the assay (0 to 2,400 MPN).
One sample removed from calculation due to a value of >2,400/300 ml obtained in MPN assay.
Two samples removed from calculation due to values of >2,400/300 ml obtained in MPN assay.
Four samples removed from calculation due to values of >2,400/300 ml obtained in MPN assay.
FIG 2Five MPN cultures amplified by various qPCR assays for Campylobacter (de Boer Lv1-16S, circles; Van Dyke 16S, triangles) and Arcobacter butzleri (hsp60; squares). The five wells were determined to contain Arcobacter cryaerophilus (A), A. butzleri and C. lari (B and C), A. butzleri (D), and A. butzleri with a C. jejuni spike (E). (F) The same samples were run with the Yamazaki multiplex PCR (containing the Linton 16S assay amplicon), with individual lanes 1 to 5 corresponding to panels A to E. Lane 6, Yamazaki multiplex positive control; lane 7, no-template control; lane 8, 100-bp ladder. The Van Dyke 16S assay was able to amplify Campylobacter in the presence of Arcobacter, while the de Boer Lv1-16S assay did not, due to a cross-reaction with Arcobacter. The Yamazaki multiplex PCR was unable to identify the two samples containing C. lari (B and C) but could identify C. jejuni from a matrix spike sample (E). ΔRn, normalized fluorescence minus the background fluorescence, where normalized fluorescence refers to the ratio of the probe fluorescence to the fluorescence of the passive reference dye (ROX).
FIG 3Venn diagram depicting primer specificity of various Campylobacter and Arcobacter (q)PCR assays on enriched MPN cultures from irrigation water in 2014 (A) and 2015 (B). In 2015, six samples were positive for Campylobacter, with one sample containing two different species. The Linton 16S and Van Dyke 16S assays are both reported to target Campylobacter spp. (i.e., are genus specific), while the Jensen glyA assay represents three individual assays to target C. coli/C. jejuni/C. lari (i.e., are species specific). The hsp60 assay is designed to target Arcobacter butzleri only. The 16S gene sequence results confirmed the following species identifications, as indicated by superscript lowercase letters in the figure: a, Arcobacter cryaerophilus; b, Campylobacter lari; c, Arcobacter butzleri; d, Campylobacter jejuni/C. coli (not polymorphic enough to resolve). ND, not determined.
Enumeration of Campylobacter and Arcobacter bacteria in raw sewage (2 trials) as detected by an MPN-qPCR single-enrichment assay with four culture conditions and five different PCR assays
| Bacterium and PCR assay | Trial | Value under indicated culture conditions | |||||||
|---|---|---|---|---|---|---|---|---|---|
| BB, 37°C | BB, 42°C | BBRP, 37°C | BBRP, 42°C | ||||||
| MPN/100 ml | Avg | MPN/100 ml | Avg | MPN/100 ml | Avg | MPN/100 ml | Avg | ||
| de Boer Lv1-16S qPCR | 1 | 0 | NA | 4.3 × 102 | 19.6 | 6.2 × 100 | 19.7 | 2.4 × 102 | 16.4 |
| Van Dyke 16S qPCR | 1 | 3.6 × 100 | 42.9 | 4.6 × 102 | 26.8 | 9.2 × 101 | 34.3 | 2.3 × 102 | 21.5 |
| Jensen | 1 | 3.0 × 100 | 37.1 | 4.6 × 102 | 25.9 | 9.3 × 101 | 30.8 | 2.4 × 102 | 20.2 |
| Linton 16S endpoint PCR | 1 | 1.1 × 106 | NA | 4.6 × 102 | NA | 1.1 × 102 | NA | 2.4 × 102 | NA |
| de Boer Lv1-16S qPCR | 2 | 0 | NA | 1.5 × 102 | 21.9 | 9.4 × 100 | 17.9 | 9.3 × 101 | 18.5 |
| Van Dyke 16S qPCR | 2 | 2.0 × 101 | 36.7 | 4.6 × 102 | 29.7 | 4.3 × 102 | 27.4 | 9.3 × 101 | 23.0 |
| Jensen | 2 | 3.0 × 102 | 24.9 | 4.3 × 102 | 28.6 | 4.3 × 102 | 27.0 | 1.5 × 102 | 26.2 |
| Linton 16S endpoint PCR | 2 | 1.5 × 106 | NA | 4.6 × 102 | NA | 4.6 × 102 | NA | 1.1 × 102 | NA |
| 1 | 2.4 × 105 | 18.4 | 7.5 × 104 | 35.1 | 2.4 × 103 | 30.2 | 2.4 × 103 | 37.9 | |
| 2 | 2.4 × 105 | 19.6 | 9.3 × 103 | 35.5 | 1.3 × 103 | 29.0 | 2.1 × 102 | 35.8 | |
BB, Bolton broth; BBRP, Bolton broth plus rifampin and polymyxin B.
NA, not applicable.
Frequency and enumeration of Campylobacter and Arcobacter bacteria in irrigation water from 2015 as detected by a single-enrichment MPN-(q)PCR enrichment assay at 42°C (n = 74)
| Bacterium and assay | No. (%) of bacteria detected | MPN (avg ± SD)/300 ml |
|---|---|---|
| Van Dyke 16S qPCR | 6 (8.1) | 1.0 ± 1.4 |
| Jensen | 3 (4.1) | 1.9 ± 2.1 |
| 40 (54.1) | 13.5 ± 38.6 |
Campylobacter PCR assay performance on Campylobacter enrichment cultures and isolates from irrigation water, wastewater, or human stool
| Sample | Detection by indicated assay (species detected) | DNA sequence confirmation (16S gene) by Linton 16S endpoint PCR | ||||
|---|---|---|---|---|---|---|
| Van Dyke 16S qPCR | Jensen | Yamazaki multiplex PCR | Khan ITS multiplex PCR | Linton 16S endpoint PCR | ||
| IW-1 | + | + ( | + ( | + ( | + | |
| IW-2 | + | + ( | − | + ( | + | |
| IW-3 | + | − | − | − | + | |
| IW-4 | + | − | − | + ( | + | |
| IW-5 | + | − | − | − | + | |
| IW-6 | + | + ( | − | + (IND) | + | |
| WW-1 | + | + ( | + ( | + ( | + | |
| WW-2 | + | + ( | + ( | + ( | + | |
| WW-3 | + | + ( | + ( | + ( | + | |
| WW-4 | + | + ( | + ( | + (IND) | + | |
| WW-5 | + | + ( | + ( | + (IND) | + | |
| WW-6 | + | + ( | + ( | + ( | + | |
| WW-7 | + | + ( | + ( | + ( | + | |
| PI-1 | + | + ( | + ( | + ( | + | |
| PI-2 | + | + ( | + ( | + ( | + | |
| PI-3 | + | + ( | + ( | + ( | + | |
| PI-4 | + | + ( | + ( | + ( | + | |
IW, irrigation water; WW, wastewater; PI, patient isolate.
+, detected; −, not detected; IND, indeterminate.
C. jejuni and C. coli cannot be distinguished from each other based on sequencing by the Linton 16S amplicon, whereas all other species of Campylobacter can be. The designation of C. jejuni/C. coli in this column reflects this.
DNA amplified from MPN culture well.
DNA amplified from isolate.