Abstract
Clostridium difficile is the primary cause of antibiotic associated diarrhea in humans and is a significant cause of morbidity and mortality. Thus the rapid and accurate identification of this pathogen in clinical samples, such as feces, is a key step in reducing the devastating impact of this disease. The bacterium produces two toxins, A and B, which are thought to be responsible for the majority of the pathology associated with the disease, although the relative contribution of each is currently a subject of debate. For this reason we have developed a rapid detection assay based on microwave-accelerated metal-enhanced fluorescence which is capable of detecting the presence of 10 bacteria in unprocessed human feces within 40 seconds. These promising results suggest that this prototype biosensor has the potential to be developed into a rapid, point of care, real time diagnostic assay for C. difficile.
Introduction
Clostridium difficile is a spore forming, toxin-producing bacterium which is currently the principal cause of healthcare associated diarrhea in the western world. In the USA in 2007 there were 284 875 infections while in the UK during the same period the pathogen was linked to the death of 8 324 individuals [1], [2]. The bacterium currently presents a considerable challenge to healthcare professionals and has stimulated researchers to develop improved diagnostics and medical countermeasures.
In healthy individuals the spore form of the bacterium is carried in the gut with no ill effects. Subsequent disruption of the gut flora, usually by broad spectrum antibiotics, enables the bacterium to proliferate and release two toxins, a 308 kDa enterotoxin (toxin A) and a 270 kDa cytotoxin (toxin B) which are responsible for symptoms ranging from mild diarrhea to fatal colitis [3].
The genes encoding the production of these toxins, tcdA and tcdB, are located within a 19.6 kb pathogenicity locus (PaLoc) which is present in all toxin producing strains [4]–[6]. The relative contribution of each toxin to pathogenicity is currently a subject of debate and thus the ability to detect the presence of both would greatly enhance diagnostic capability [7], [8].
The current gold standard for C. difficile diagnosis is the cell cytotoxin neutralization assay (CCTA) which can only detect toxin B, has 99–100% specificity and 85–100% sensitivity, and takes between 48–72 hours to generate a result [3], [9]. To reduce the time for detection, other methods have been developed such as enzyme immunoassays (EIAs) which detect toxins A and B, and glutamate dehydrogenase [9], [10]. These assays are easy to perform and give rapid results (15–20 minutes); however, they currently suffer from low sensitivity [11]–[14].
DNA methods based on the Real Time Polymerase Chain Reaction (RT PCR) have been developed to detect the genes associated with toxin production and the current commercially available systems, the ProGastro assay (Cepheid Smart Cycler), GeneXpert (Cepheid), and the BD Gene Ohm assay, all target toxin B [15], [16]. Although these assays are highly sensitive they are labor intensive and costly due to the need to include a purification step to remove inhibitory biological materials [11], [16]–[18].
A new platform technology called microwave-accelerated metal-enhanced fluorescence (MAMEF) has recently been developed which eliminates the need for extensive sample purification. The approach has been successfully employed to detect a range of human pathogens including Bacillus anthracis, Salmonella typhimurium and Chlamydia trachomatis [19]–[22]. The approach combines two technologies, metal enhanced fluorescence (MEF) to optically amplify fluorescence signatures and low power microwave heating to accelerate the reaction kinetics of the assay. Combined together they yield a system with a level of sensitivity comparable to RT PCR, but with a much shorter turnaround time of ∼60 seconds, and at a significantly lower cost.
The underlying principal of the technology is based on the selective heating of water, whereby the aqueous medium is heated via microwave power. As the metal is not heated, a temperature gradient between the cold metal surface and the warm aqueous solution is formed, which facilitates mass transport to the surface and allows DNA, or other biomarkers, to be recognized when the assay is complete and the fluorophore is in close proximity to the metal [22]. Non-radiative energy transfer occurs between fluorophores and plasmon electrons in a non-continuous film. The metal surface itself radiates the coupled fluorescence quanta [23]. As a consequence the assay does not require the prior removal of organic material such as blood and feces and is thus able to directly detect the presence of a bacterial target in clinical samples.
A system capable of detecting the presence of C. difficile spores in patient feces within 5 minutes would represent a considerable improvement over current capabilities. Such a system could potentially impact on the quality of clinical care as early treatment would limit disease progression and reduce cross transmission to other patients.
In this paper we describe our efforts to develop a MAMEF based system capable of detecting C. difficile spores in human feces. Using DNA probes specific to toxin A and B we were able to detect a few as 10 spores in 500 µl of unprocessed human feces within 40 seconds, suggesting that this approach has the potential to be developed into a rapid point of care, real time diagnostic assay.
Materials and Methods
Bacterial Strains, growth conditions and genomic DNA
C. difficile strain CD630 was obtained for culture from the NCTC, Public Health England, UK. BHI agar and broth (Oxoid; Remel Inc, KS, USA) supplemented with 0.1% of the bile salt sodium taurocholate (Sigma Aldrich, USA) was used for routine culture of C. difficile at 37°C in a 3.4 L anaerobic jar (Oxoid, UK) with an anaerobic gas generating kit (Oxoid, UK). Phosphate buffered saline (PBS; Sigma Aldrich, USA) constituting 0.01 M phosphate buffer, 0.0027 M potassium chloride and 0.137 M sodium chloride was made by dissolving 1 tablet in 200 ml diH2O. Human feces was provided by a healthy volunteer. Genomic DNA (gDNA) from C. difficile strain CD630 (5 µg) was obtained from ATCC, USA as a control.
Genomic DNA Extraction from C. difficile using Chelex 100
Genomic DNA was extracted from C. difficile and other species (Table S1; Table S2) as described previously [24].
C. difficile toxin A and B Probe Design
Probes were designed to recognize nucleotide sequences within conserved regions of toxins A and B. As part of the design process we incorporated features which would enable us to utilize the probes in a future MAMEF assay. The anchor probe for the C. difficile assay was designed to be 17 nucleotides in length and to be separated from the 22 nucleotide fluorescent detector probe by a stretch of 5 nucleotides. The anchor probe binds target DNA while the detector probe subsequently binds at a distance which positions the fluorophore optimally for biomolecular recognition to occur [22]. The use of anchor and detector probes also allows for two levels of sensitivity within the assay for each toxin (Table 1).
Table 1. Table of Oligonucleotides.
Toxin A | Toxin B | |
Anchor Probe | Thiol-TTTTT-TTTAATACTAACACTGC | Thiol-TTTTTT-CAAGACTCTATTATAG |
Capture Probe | Alexa-488-TGTTGCAGTTACTGGATGGCAA | Alexa-594-TAAGTGCAAATCAATATGAAG |
Synthetic oligonucleotides | AAATTATGATTGTGACGTAATCCCAATACAACGTCAATGACCTACCGTT | AGTTCTGAGATAATATCTAATCCCAATATTCACGTTTAGTTATACTTG |
Anchor and capture probes, and synthetic oligonucleotides target regions used in the MAMEF assay for toxins A and B are shown, along with the corresponding fluorophore used.
Designed probes were tested against a representative collection of 58 C. difficile isolates; including blood culture and variant strains (only produced toxin B; ribotypes 017, 047, 110), obtained from the National Anaerobic Reference Unit, Cardiff, Wales, courtesy of Dr. Val Hall.
Preparation of DIG-labeled DNA Hybridization Probes
PCR was performed using Taq DNA polymerase core kit (Qiagen, Crawley, United Kingdom). Hybridization probes were labeled with the DIG (Digoxigenin) PCR dNTP labeling mix (Roche Diagnostics, UK) in 20 µl reactions as described previously [25]. PCR conditions are as described previously (Figure S3; Table S2) [25]. PCR products were analyzed via gel electrophoresis on a 1% agarose gel at 85 V (Biorad Mini sub cell GT, UK).
Dot blot hybridization and macro-arraying gDNA onto a positively charged nylon membrane
For dot blot hybridization, gDNA was macroarrayed onto a positively charged nylon membrane using dot blot apparatus (Figure S3; Flexys robotic workstation, Genomic Solutions Ltd, UK). Dot blot hybridization was performed as described previously [26], [27].
Dot blots of Human Metagenomic gut DNA & Ethics Statements
The human gut environment contains approximately 1012/g bacteria [28]. Therefore the probes designed to detect C. difficile must be able to specifically detect the toxin genes amongst the numerous bacteria present. To further confirm the specificity of the designed probes, metagenomic DNA samples from ten human volunteers were obtained from Cardiff School of Biosciences, Wales, Cardiff, UK, courtesy of Dr. Julian Marchesi. The metagenome was extracted from feces from humans in Zanzibar, Cote d'Ivoire and the UK [29], [30]. Original sample collection in the UK was approved by Cardiff University Biosciences Local Ethics Committee as healthy samples with informed consent. Original sample collection from Cote d'Ivoire was approved by the ethical review boards of the ETH Zurich, Switzerland (2006–23), the University of Basel (EKBB), Switzerland (224/06), and the Ministry of Health in Côte d'Ivoire (5782/MSHP/CAB/CNESVS/06) [29]. The original sample collection from Zanzibar was approved by the institutional research commission of the Swiss Tropical and Public Health Institute (Basel, Switzerland). Ethical clearance was obtained from the Ethics Committee of the Ministry of Health and Social Welfare (MoHSW) in Zanzibar (application number 16) [30].
Deposition of gold triangles onto glass substrates to microwave and lyse C. difficile
To focus the microwave power in the microwave, gold lysing triangles were used, provided by the Institute of Fluorescence (Figure 1). Deposition and preparation as described previously [22].
The release of C. difficile DNA from spores using microwave irradiation
C. difficile (1×105 cfu/ml) was suspended into PBS buffer and 500 µl added into the gold tie lysing chamber and exposed to a 15 s microwave pulse at 80% power in a GE microwave Model No. JE2160BF01, kW 1.65 (M/W). The microwaved solution was examined for the presence of viable organisms. Further experiments involved spiking human feces diluted with PBS buffer with varying concentrations of C. difficile and then irradiating. Each experiment was conducted in triplicate.
Bacterial quantification after focused microwave irradiation
Control samples (1.33×107 cfu/ml) were drop counted as described previously [31], [32]. Before DNA release, samples were heated at 80°C for 10 min to ensure removal of any vegetative cells. After lysis the numbers of remaining viable spores (cfu/ml) were enumerated.
Gel electrophoresis of samples
Post microwave irradiation the sample was centrifuged at 3000 g for 15 min (Heraeus Primo R; Fisher Scientific, USA) and the supernatant resuspended in 1∶2 ethanol. This supernatant was resuspended in 100 µl sterile deionized water. Samples were analyzed via gel electrophoresis on a 2% agarose gel at 70 V (Biorad Mini sub cell GT, UK).
Formation of Silver Island Films (SiFs) on glass substrates
Silver island Films (SiFs) were prepared at an OD450 of 0.4–0.5 on Silane-prep glass slides (Sigma Aldrich, USA; Figure 1; Figure 2) to enable silver adhesion, as described previously [33], [34].
Anchor and fluorescent probes and target DNA
Probes specific for conserved regions of toxin A and toxin B of C. difficile were designed and validated (Table 1; Figures 3, 4). Probes were modified to enable incorporation into the MAMEF detection platform (Figure 2); a thiol group was added to the 5′ region of the anchor probe to enable binding of the DNA to the surface of the SiF while the capture probe was labelled with an Alexa (Invitrogen, USA) fluorophore [20], [21]. The Alexa fluorophore 488 (green) was used to label toxin A and the Alexa fluorophore 594 (red) was used to label toxin B. These fluorophores were chosen due to their wavelength separation and thus yield two different fluorescence emissions upon excitation. The common regions in the anchor probes were preceded by 5 consecutive thymine bases, included to increase the flexibility of the probe once bound to the silver surface, and enhanced by the inclusion of a C at the 3′ terminal to which a thiol group was subsequently added [20]. The negative strand of the target region was also synthesised to bind to the capture and anchor probes as a synthetic control sample (Figure S1; Figure S2; Invitrogen, USA).
Preparation of MAMEF assay platform for detection of C. difficile DNA
Glass slides with SiFs deposited were coated with self-adhesive silicone isolators as described previously [21]. The thiolated anchor probe was then covalently bound to the SiF in a self assembled monolayer chemistry [35]. This was achieved by diluting 40 µM anchor probe into 100 µl of 1 M Tris- EDTA buffer and adding 9 µl to 250 mM of 20 µl dithiothreitol. The mixture was incubated at room temperature for 60 min. The anchor probe (1 µM) was diluted into 4 ml Tris- EDTA buffer and 100 µl of the anchor probe was added to and incubated in each well of the SiF for 75 min. After incubation the anchor was removed and 50 µl of 1 µM Alexa-Fluor probe was added to 50 µl of DNA from the target organism. The SiFs containing the bound probes and DNA were then incubated by heating for 25 s in a microwave cavity at 20% power, GE microwave Model No. JE2160BF01, 1.65 kiloWatts. Only in the presence of target DNA the three piece assay is complete and enhanced-fluorescence can be observed (Figure 2). The sample was removed from the well after MAMEF and the well washed with 100 µl TE buffer 3 times. Each experiment was conducted in triplicate.
Detection and fluorescence spectroscopy
The presence of target DNA was confirmed by the generation of a fluorescent signal following excitation with laser light. Fluorescence was emitted by the DNA MAMEF capture assay and measured using a Fiber Optic Spectrometer (HD2000) (Ocean Optics, Inc) by collecting the emission intensity (I).
Statistical Analysis
Statistical analysis was performed using GraphPad Prism version 5.04 for Windows, (GraphPad Software, La Jolla California USA, www.graphpad.com). Three replicates were performed for each detection experiment. Statistical significant differences were tested for using one way analysis of variance (ANOVA) at the 95% confidence interval in conjunction with a Kruskall-Wallis test. Dunnett's post test was employed to compare sample data to control data. A P value of<0.05 was considered significant [36].
Results
Specificity of DNA probes for Toxin A and Toxin B detection as determined via dot blot
DNA probes were designed to recognize sequences within conserved regions of the gene sequences of toxin A and B and were configured to take account of the requirements of the MAMEF assay. Genomic DNA from 58 clinical isolates of C. difficile, representing a diverse range of ribotypes, was macroarrayed as shown in Figure S3. As expected each strain which contained a copy of the toxin A and B gene sequences gave a positive signal, the strength of which varied between isolates, likely due to an artifact of the experimental procedure. To confirm the specificity of the probes, variant isolates of C. difficile lacking toxin A (ribotypes 017; 047: tcdA − tcdB +) or toxin B (Toxinotype XIa; XIb; DS1684: tcdA − tcdB −) gene sequences were included in the panel. The DNA from each of these isolates was not recognized by the relevant probe.
To further confirm the specificity of the probes genomic DNA from other bacterial species, both close and distant relatives were subject to hybridization analysis (Figure S4; Table S2). The probes did not bind to bacterial species unrelated to C. difficile, further indicating that the probes were highly specific to toxins A and B of C. difficile. Species of the Clostridium genus, including species closely related to C. difficile (which possess toxins closely related to tcdB) did not show any probe hybridization which further validates probe specificity. We further confirm the specificity of these probes by demonstrating that they were unable to recognise metagenomic DNA from the human gut flora of ten healthy human volunteers (July 2011). Based on these results we concluded that the probes were highly specific and thus were suitable for inclusion in a MAMEF- based detection assay.
Detection of toxin A and B sequences in genomic DNA isolated from C. difficile using the MAMEF assay
After confirming the specificity of the toxin A and B probes, their ability to bind to toxin gene sequences in the context of the MAMEF assay was assessed. gDNA isolated from a known toxin producing strain of C. difficile (CD630) was suspended in PBS buffer and subjected to microwave fragmentation for 8 seconds at 70% total microwave power [GE microwave Model No. JE2160BF01, kW 1.65 (M/W)]. DNA was subjected to disruption to increase the chances of the detection probes accessing the toxin specific sequences. Untreated gDNA in PBS was included as a control. Both sets of toxin specific probes were able to detect 10 ng of intact and disrupted gDNA (Figure 3A & B). The intensity of the signals generated against gDNA at emissions wavelengths of 519 nm (toxin A) and 617 nm (toxin B) were similar to those seen for synthetic oligonucleotide targets (Figures S1; S2) suggesting that microwave treatment is an efficient means of generating probe target DNA.
Release of DNA from C. difficile spore preparations using focused microwave irradiation
Bacterial gDNA is normally sequestered within the body of the host organism, making it difficult for detection probes to gain access. The process is more complicated with bacteria such as B. anthracis and C. difficile which have the ability to form spores. Thus we employed a microwave based approach, previously developed to release DNA from B. anthracis spores, to break open the spore and vegetative form of C. difficile to release target DNA [20]. This approach employs gold triangles with a 1 mm gap to focus microwaves which rapidly heat the spores leading to their physical disruption. Thus 500 µl aliquots comprising 1×105 cfu/ml of C. difficile spores suspended in PBS were subjected to microwave radiation for periods between 2 and 16 seconds, and then analyzed for DNA release via gel electrophoresis. Exposure to microwaves for 15 seconds at 80% total microwave power resulted in optimal release of DNA, with the majority of DNA disrupted to produce fragments between 50–200 bp in size (Figure 4). In contrast, irradiation for 16 seconds resulted in further fragmentation of DNA and yielding fragments too small to be detected by the toxin probes.
Bacterial quantification following focused microwave irradiation
To confirm that microwave irradiation had resulted in disruption of bacterial structure and that the DNA detected did not simply represent free-floating extracellular DNA, the effect of microwave treatment on bacterial viability was determined. Exposure to microwaves for 15 seconds resulted in a 99% reduction in viable spore numbers from 1.33×107 cfu/ml to 3.67×103 cfu/ml.
Detection of target DNA in spores of C. difficile suspended in PBS
Spores of C. difficile CD630 were suspended in PBS and microwaved for 15 seconds at 80% power. Following treatment, the cell suspension was diluted to give a range of bacterial concentrations (Figure 5A & B). At the highest spore concentration tested, 10000 cfu, the toxin A and B probes gave signals of 15 AU (519 nm) and 15 AU (617 nm) respectively. The lowest concentration of spores tested, 10 cfu, also gave detectable signals with both probes- (toxin A 12 AU, toxin B 10 AU).
Detection of spores of C. difficile in human feces
Spores of C. difficile CD630 were suspended in human feces and microwaved for 15 seconds at 80% power. Prior to treatment, the spore suspension was diluted to give a range of bacterial concentrations (Figure 6A & B). At 1000 cfu, the toxin A and B probes gave signals of 23 AU (519 nm) and 19 AU (617 nm) respectively. The lowest concentration of spores tested, 10 cfu, also gave detectable signals with both probes- 15 AU (519 nm) and 13 AU (617 nm).
Discussion
In this communication we describe the development of a bench top assay based on MAMEF which is capable of detecting as few as 10 bacteria of C. difficile in a fecal sample within 40 seconds. To put this into context, during infection patients excrete between 10 000 to 10 000 000 spores per gram of feces [37].
Thus, in addition to detecting active infection, the assay could also be used to identify patients who carry small numbers of C. difficile in their gut but are asymptomatic. The C. difficile asymptomatic carriage rate in humans varies between 4–20% and treatment of these individuals with broad spectrum antibiotics could precipitate an active infection [38]. Therefore information concerning the presence or absence of the bacterium in a patient's gut would assist the clinician in determining the most appropriate treatment option for that individual.
The level of sensitivity and speed of this prototype assay compares favorably with all of the currently available C. difficile detection methods [39]. The sensitivity of assays within the C. difficile detection market range from 90–100% for the cell cytotoxin, EIAs and PCR assays; however, to increase the sensitivity and accuracy of diagnosis these assays are employed in algorithms [40].
The ability of the assay to directly detect the pathogen in the presence of fecal material is a major advantage over other DNA based methods. Current PCR based assays can take between 2–8 hrs to generate a result; due in part to the need to remove enzyme inhibitors in feces which can prevent the amplification of target DNA [9]. In contrast, the MAMEF assay does not employ an enzymic amplification step and thus can operate in the presence of organic material such as blood and feces [22], [41]. This is due to the low power microwave acceleration which increases the rate of DNA hybridization within the biological sample via metal enhanced fluorescence; whereby the SiF amplifies the fluorescence of the labeled reporter DNA [42].
A further advantage of this prototype assay is its ability to detect the genes encoding both toxins A and B. The contribution of both toxins to the pathology of the infection is currently a subject of debate [8], [43]. Until relatively recently it was thought that only toxin B was essential for virulence. As a consequence commercial PCR based methods such as BD Gene Ohm and Xpert Cepheid are configured to detect only toxin B [44]. Given this uncertainty, the ability to detect both toxins would provide an obvious advantage until the relative importance of each toxin has been clarified.
To realize the potential of our promising technology, future studies will focus on optimizing the MAMEF platform. This will involve the development of an integrated microwave and laser platform miniaturization, reduced power signature and a simple readout would need to be incorporated into a hand held device capable of being used at the bedside. Studies are already in progress to multiplex the assay and thus detect the presence of both toxins A and B in a single sample well.
We believe our prototype C. difficile detection assay has the potential to be developed into a real-time assay capable of identifying infected and colonized individuals within 40 seconds. Such an assay would fulfill the pressing need for a rapid and sensitive detection system capable of detecting both toxin A and B. In the future we believe this assay could be used as a means of screening patients upon admission to hospital to enable appropriate treatment regimens and clinical management decisions to be made.
Supporting Information
Acknowledgments
Authors would like to thank Dr. J. Marchesi, Cardiff University School of Biosciences, for supplying the metagenomic human gut DNA samples.
Data Availability
The authors confirm that all data underlying the findings are fully available without restriction. All relevant data are within the paper and its Supporting Information files.
Funding Statement
This work was supported by: 1. Cardiff University Travel grant to fund travel and work of Lovleen Tina Joshi at the Institute of Fluorescence, Baltimore, USA; 2. Mid-Atlantic Regional Center of Excellence for Biodefence & Emerging Infectious diseases for funding; and 3. NIH/NIAII for funding: grant 2 US4AO57168-09. The funders had no role in study design, data collection and analysis, decision to publish or preparation of the manuscript.
References
- 1. Office of National Statistics Website. Available: http://www.statistics.gov.uk/hub/index.html. Accessed 2011 Aug 3. [Google Scholar]
- 2. Kuntz JL, Johnson ES, Raebel MA, Petrik AF, Yang X, et al. (2012) Clostridium difficile Infection, Colorado and the Northwestern United States, 2007. Emerging Infect Dis 18 6: 960. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3. Poutanen SM, Simor AE (2004) Clostridium difficile-associated diarrhea in adults. Can Med Assoc J 171: 51–58. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4. Cohen SH, Tang YJ, Silva JR (2000) Analysis of the pathogenicity locus in Clostridium difficile strains. J Infect Dis 181: 659–663. [DOI] [PubMed] [Google Scholar]
- 5. Spigaglia P, Mastrantonio P (2002) Molecular analysis of the pathogenicity locus and polymorphism in the putative negative regulator of toxin production (TcdC) among Clostridium difficile clinical isolates. J Clin Microbiol 40 9: 3470–3475. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6. Rupnik M, Wilcox MH, Gerding DN (2009) Clostridium difficile infection: new developments in epidemiology and pathogenesis. Nat Rev Microbiol 7: 526–536. [DOI] [PubMed] [Google Scholar]
- 7. Bongaerts GPA, Lyerly DM (1994) Role of toxins A and B in the pathogenesis of Clostridium difficile disease. Microb Pathog 17: 1–12. [DOI] [PubMed] [Google Scholar]
- 8. Kuehne SA, Cartman ST, Heap JT, Kelly ML, Cockayne A, et al. (2010) The role of toxin A and toxin B in Clostridium difficile infection. Nature 467: 711–713. [DOI] [PubMed] [Google Scholar]
- 9. Goldenberg SD, Cliff PR, Smith S, Milner M, French GL (2009) Two-step glutamate dehydrogenase antigen real-time polymerase chain reaction assay for detection of toxigenic Clostridium difficile . Journal of Hospital Infection 74 1: 48–5. [DOI] [PubMed] [Google Scholar]
- 10. Arnold A, Pope C, Bray S, Riley P, Breathnach A, et al. (2010) Prospective assessment of two-stage testing for Clostridium difficile . Journal of Hospital Infection 76: 18–22. [DOI] [PubMed] [Google Scholar]
- 11. Belanger SD, Boissinot M, Clairoux N, Picard FJ, Bergeron MG (2003) Rapid detection of Clostridium difficile in feces by Real-Time PCR. J Clin Microbiol 41: 730–734. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12. Planche T, Achaizu A, Holliman R, Riley P, Poloniecki J, et al. (2008) Diagnosis of Clostridium difficile infection by toxin detection kits: a systematic review. Lancet Infect Dis 8: 777–784. [DOI] [PubMed] [Google Scholar]
- 13. Tenover FC, Novak-Weekley S, Woods CW, Peterson LR, Davis T, et al. (2010) Impact of strain type on detection of toxigenic Clostridium difficile: comparison of molecular diagnostic and enzyme immunoassay approaches. J Clin Microbiol 48: 3719–3724. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14. Carman RJ, Wickham KN, Chen L, Lawrence AM, Boone JH, et al. (2012) Glutamate dehydrogenase (GDH) is highly conserved among Clostridium difficile ribotypes. J Clin Microbiol 50 4: 1425–1426. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15. Doing KM, Hintz MS, Keefe C, Horne S, Levasseur S, et al. (2010) Reevaluation of the Premier Clostridium difficile toxin A and B immunoassay with comparison to glutamate dehydrogenase common antigen testing evaluating Bartels cytotoxin and Prodesse ProGastro Cd polymerase chain reaction as confirmatory procedures. Diagn Microbiol Infect Dis 66: 129–134. [DOI] [PubMed] [Google Scholar]
- 16. Knetsch CW, Bakker D, De Boer RF, Sanders I, Hofs S, et al. (2011) Comparison of real-time PCR techniques to cytotoxigenic culture methods for diagnosing Clostridium difficile infection. J Clin Microbiol 49: 227. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17. Rinttila T, Kassinen A, Malinen E, Krogius L, Palva A (2004) Development of an extensive set of 16S rDNA-targeted primers for quantification of pathogenic and indigenous bacteria in faecal samples by real-time PCR. J Appl Microbiol 97: 1166–1177. [DOI] [PubMed] [Google Scholar]
- 18. Eastwood K, Else P, Charlett A, Wilcox M (2009) Comparison of nine commercially available Clostridium difficile toxin detection assays, a real-time PCR assay for C. difficile tcdB, and glutamate dehydrogenase detection assay to cytotoxin testing and cytotoxigenic culture methods. J Clin Microbiol 47: 3211. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19. Aslan K, Zhang Y, Hibbs S, Baillie L, Previte MJR, et al. (2007) Microwave-accelerated metal-enhanced fluorescence: application to detection of genomic and exosporium anthrax DNA in <30 seconds. The Analyst 132: 1130–1138. [DOI] [PubMed] [Google Scholar]
- 20. Aslan K, Previte MJ, Zhang Y, Gallagher T, Baillie L, et al. (2008) Extraction and detection of DNA from Bacillus anthracis spores and the vegetative cells within 1 min. Anal Chem 80 11: 4125–4132. [DOI] [PubMed] [Google Scholar]
- 21. Zhang Y, Agreda P, Kelley S, Gaydos C, Geddes CD (2011) Development of a microwave-accelerated metal-enhanced fluorescence 40 second, <100 cfu/mL point of care assay for the detection of Chlamydia trachomatis . Biomedical Engineering, IEEE Transactions 1-1 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22. Tennant SM, Zhang Y, Galen JE, Geddes CD, Levine MM (2011) Ultra-Fast and sensitive detection of non-typhoidal Salmonella using Microwave-Accelerated Metal-Enhanced Fluorescence (MAMEF). PLoS ONE 6: e18700. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23. Geddes CD, Lakowicz JR (2002) Editorial: Metal-enhanced fluorescence. J Fluoresc 12: 121–129. [Google Scholar]
- 24. Stubbs SLJ, Brazier JS, O'Neill GL, Duerden BI (1999) PCR targeted to the 16S-23S rRNA gene intergenic spacer region of Clostridium difficile and construction of a library consisting of 116 different PCR ribotypes. J Clin Microbiol 37: 461. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25. Mahenthiralingam E, Bischof J, Byrne SK, Radomski C, Davies JE, et al. (2000) DNA-based diagnostic approaches for identification of Burkholderia cepacia complex, Burkholderia vietnamiensis, Burkholderia multivorans, Burkholderia stabilis, and Burkholderia cepacia genomovars I and III. J Clin Microbiol 38 9: 3165–3173. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26. Mahenthiralingam E, Simpson DA, Speert DP (1997) Identification and characterization of a novel DNA marker associated with epidemic Burkholderia cepacia strains recovered from patients with cystic fibrosis. J Clin Microbiol 35 4: 808–816. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27. Drevinek P, Baldwin A, Lindenburg L, Joshi LT, Marchbank A, et al. (2010) Oxidative stress of Burkholderia cenocepacia induces insertion sequence-mediated genomic rearrangements that interfere with macrorestriction-based genotyping. J Clin Microbiol 48 1: 34–40. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28. Shoemaker NB, Vlamakis H, Hayes K, Salyers AA (2001) Evidence for extensive resistance gene transfer among Bacteroides spp. and among Bacteroides and other genera in the human colon. Appl Environ Microbiol 67: 561. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29. Knopp S, Mohammed KA, Stothard JR, Khamis IS, Rollinson D, et al. (2010) Patterns and risk factors of helminthiasis and anemia in a rural and a peri-urban community in Zanzibar, in the context of helminth control programs. PLoS Negl Trop Dis 4 5: 681. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30. Rohner F, Zimmermann MB, Amon JR, Vounatsou P, Tschannen AB, et al. (2010) In a randomized controlled trial of iron fortification, anthelmintic treatment, and intermittent preventive treatment of malaria for anemia control in Ivorian children, only anthelmintic treatment shows modest benefit. The Journal of Nutrition 140, 3: 635–641. [DOI] [PubMed] [Google Scholar]
- 31. Miles AA, Misra SS, Irwin JO (1938) The estimation of the bactericidal power of the blood. J Hyg 732–749. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32. Joshi LT, Phillips DS, Williams CF, Alyousef A, Baillie L (2012) Contribution of Spores to the Ability of Clostridium difficile To Adhere to Surfaces. Appl Environ Microbiol 78 21: 7671–7679. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33. Aslan K, Leonenko Z, Lakowicz JR, Geddes CD (2005) Annealed silver-island films for applications in metal-enhanced fluorescence: Interpretation in terms of radiating plasmons. J Fluoresc 15: 643–654. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34. Aslan K, Gryczynski I, Malicka J, Matveeva E, Lakowicz JR, et al. (2005) Metal-enhanced fluorescence: an emerging tool in biotechnology. Curr Opin Biotechnol 16: 55–62. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35. Michota A, Kudelski A, Bukowska J (2001) Influence of electrolytes on the structure of cysteamine monolayer on silver studied by surface-enhanced Raman scattering. J Raman Spectrosc 32: 345–350. [Google Scholar]
- 36.Bowker DW, Randerson PF (2007) Practical Data Analysis Workbook for Biosciences (3rdEdn). Essex. Pearson Education Ltd. 299 p [Google Scholar]
- 37. Mulligan ME, Rolfe RD, Finegold SM, George WL (1979) Contamination of a hospital environment by Clostridium difficile . Curr Microbiol 3: 173–175. [Google Scholar]
- 38. Riggs MM, Sethi AK, Zabarsky TF, Eckstein EC, Jump RLP, et al. (2007) Asymptomatic carriers are a potential source for transmission of epidemic and nonepidemic Clostridium difficile strains among long-term care facility residents. Clin Infect Dis 45: 992–998. [DOI] [PubMed] [Google Scholar]
- 39. Planche T, Wilcox M (2011) Reference assays for Clostridium difficile infection: one or two gold standards? J Clin Pathol 64: 1–5. [DOI] [PubMed] [Google Scholar]
- 40. Novak-Weekely SM, Marlowe EM, Miller JM, Cumpio J, Nomura JH, et al. (2010) Clostridium difficile testing in the clinical laboratory by use of multiple testing algorithms. J Clin Microbiol 48: 889. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41. Aslan K, Baillie L, Geddes CD (2010) Ultra fast and sensitive detection of biological threat agents using microwaves, nanoparticles and luminescence. Journal of Medical Chemical, Biological and Radiological Defense 8: 1–21. [Google Scholar]
- 42. Melendez JH, Huppert JS, Jett-Goheen M, Hesse EA, Quinn N, et al. (2013) Blind Evaluation of the Microwave-Accelerated Metal-Enhanced Fluorescence Ultrarapid and Sensitive Chlamydia trachomatis Test by Use of Clinical Samples. J Clin Microbiol 51 9: 2913–2920. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43. Lyras D, O'Connor JR, Howarth PM, Sambol SP, Carter GP, et al. (2009) Toxin B is essential for virulence of Clostridium difficile . Nature 458: 1176–1179. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44. Deshpande A, Pasupuleti V, Rolston DD, Jain A, Deshpande N, et al. (2011) Diagnostic accuracy of real-time polymerase chain reaction in detection of Clostridium difficile in the stool samples of patients with suspected Clostridium difficile infection: a meta-analysis. Clin Infect Dis 53 7: 81–90. [DOI] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
The authors confirm that all data underlying the findings are fully available without restriction. All relevant data are within the paper and its Supporting Information files.