Figures
Abstract
Staphylococcus aureus, especially methicillin-resistant S. aureus (MRSA), is an important bacterium that causes community and healthcare-related infections throughout the world. However, the current conventional detection methods are time-consuming. We therefore developed and evaluated a recombinase polymerase amplification-lateral flow strip (RPA-LF) approach for detection of MRSA in positive blood-culture samples. Sixty positive blood-cultures from a hospital were tested directly without DNA extraction and purification before the amplification reaction. RPA primers and probes were designed for nuc (encoding thermonuclease) and mecA (encoding penicillin-binding protein 2a) genes to diagnose S. aureus and its methicillin-resistance status. The RPA reaction occurred under isothermal conditions (45°C) within 20 min and a result was provided by the LF strip in a further 5 min at room temperature. The evaluation of RPA-LF using blood-culture samples showed 93.3% (14/15) sensitivity for identifying S. aureus, and no cross-amplification was seen [100% (45/45) specificity]. For detection of methicillin resistance, the RPA-LF test provided 100% (16/16) sensitivity and 97.7% (43/44) specificity. The RPA-LF is rapid, highly sensitive, robust and easy to use. It can be used for direct detection of MRSA with no requirement for special equipment.
Citation: Srisrattakarn A, Panpru P, Tippayawat P, Chanawong A, Tavichakorntrakool R, Daduang J, et al. (2022) Rapid detection of methicillin-resistant Staphylococcus aureus in positive blood-cultures by recombinase polymerase amplification combined with lateral flow strip. PLoS ONE 17(6): e0270686. https://doi.org/10.1371/journal.pone.0270686
Editor: Dwij Raj Bhatta, Tribhuvan University, NEPAL
Received: February 20, 2022; Accepted: June 15, 2022; Published: June 30, 2022
Copyright: © 2022 Srisrattakarn et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Data Availability: All relevant data are within the manuscript and its Supporting Information files.
Funding: This research was supported by the Fundamental Fund of Khon Kaen University and KKU Research Grant (Project No. I62-00-19-03). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Competing interests: The authors have declared that no competing interests exist.
Introduction
Staphylococcus aureus is a Gram-positive bacterium that causes a wide variety of diseases. Its pathogenic potential ranges from minor to severe, the latter category including bloodstream infection and sepsis [1]. Several virulence factors of S. aureus cause inflammation and impair immune cell function, thus contributing to serious pathogenesis, which increases the risk of death [2]. S. aureus also produces an extracellular thermonuclease, encoded by the nuc gene, presence of which is commonly used to distinguish S. aureus from the other Staphylococcus spp. [3].
Methicillin-resistant S. aureus (MRSA) is now highly prevalent globally and is the biggest threat among Gram-positive pathogens [4]. The resistance depends on the production of a new penicillin-binding protein (PBP2a or PBP2′) encoded by the mecA gene. Patients infected with MRSA have a mortality rate about three times higher than those with methicillin-susceptible S. aureus [5–7]. Therefore, rapid and accurate detection methods for MRSA in bacteremia are essential for clinical diagnosis to facilitate a specific antimicrobial therapy and reduce the risk of mortality.
The reference standard methods for the detection of MRSA in the blood are traditional culture-biochemical and susceptibility-testing methods. A positive result means bacteria or fungi are present in the blood (positive blood-culture). A negative result means that no signs of any bacteria or fungi were found in the blood. However, they are time-consuming (48–72 h) and laborious [6]. Nucleic-acid amplification tests, such as PCR-based methods, aim for rapid and accurate detection of MRSA, thus avoiding the drawbacks of conventional methods [7]. However, they need special equipment and trained personnel, making them difficult and impractical as point-of-care methods [6, 8].
Recombinase polymerase amplification (RPA) is an isothermal method for DNA amplification that is a promising alternative to PCR. It relies on the actions of three core proteins: recombinase, single-stranded DNA-binding (SSB) protein, and strand-displacing polymerase. The recombinase facilitates the binding of primers with DNA complementary sequences. Polymerase initiates DNA synthesis, whereas the SSB protein stabilizes the DNA strand to prevent primer displacement [9]. RPA is highly sensitive, rapid, and does not require a thermal cycler. It can amplify the target gene across a temperature range from 25 to 45°C within 3–20 min [10]. Moreover, the RPA reaction is also likely to be more robust to the presence of inhibitors than is the PCR method [11, 12]. Currently, amplicons generated by RPA can be detected using agarose gel electrophoresis (AGE), real-time fluorescence and lateral flow (LF) strip. However, the AGE and real-time fluorescence methods need expensive devices and are inconvenient in a hospital setting [13–15]. Detection of RPA products using LF devices is an approach increasingly used for detection of infectious pathogens because it is simple, rapid and readable by the naked eye [16, 17].
Clinical samples often contain both coagulase-negative staphylococci and S. aureus, all of which can carry the mecA gene [7]. Therefore, detection of mecA alone is insufficient for therapeutic decisions: samples should be tested for S. aureus in parallel with detection of the mecA gene. We previously established an RPA-LF assay for detection of the mecA gene (mecA-RPA-LF) [18]. In the present study, we developed an additional RPA-LF assay for nuc gene detection (nuc-RPA-LF) and evaluated the performance of both assays (nuc-RPA-LF and mecA-RPA-LF) for the detection of MRSA directly in positive blood-cultures from the hospital.
Materials and methods
Microbial isolates and DNA extraction from colonies
Fifty-six isolates (26 S. aureus and 30 non-S. aureus) collected from the Clinical Microbiology Unit, Srinagarind Hospital, Khon Kaen University, Thailand during 2010–2019 [18] (S1 Table) were cultured on blood agar (Oxoid, Hampshire, UK) at 37°C for 24 h. DNA was extracted from colonies using the achromopeptidase method [19] or boiling methods. All fifty-six isolates were used for evaluating the performance of the chosen primer set on RPA-AGE test for detection of MRSA colonies.
Clinical samples
Sixty blood-culture bottles, identified as positive by the BacT/Alert® Virtuo Microbial Detection System (bioMérieux, Marcy l’Etoile, France) and in which pathogens were identified by conventional biochemical tests and/or by the VITEK ®2 automated system, were obtained from Srinagarind Hospital (Table 1). All sixty samples were used for evaluating the performance of the RPA-LF test for MRSA detection (Table 1) and a subset of 30 were used to compare the efficacy of 2 brands of nucleic acid detection strips [Milenia HybriDetect vs. Kestrel Bio Sciences (KB)] (S2 Table).
The organisms other than S. aureus and MRSA are used for testing the specificity of the developed RPA method. A positive result must be generated only with S. aureus and MRSA strains, but not with the other organisms.
Primer and probe design
A set of primers and probes was manually designed to be specific for a conserved region of the nuc gene following suggestions in the TwistAmp® DNA amplification assay design manual. The primers and probe for the mecA gene from our previous report were used [18] (Table 2). For the TwistAmp® nfo reaction, the reverse primer was labeled with either 5’-Btn or -Dig. The probes (46 or 47 nt) include a 5´-carboxyfluorescein (FAM) antigenic label, a tetrahydrofuran (THF) spacer replacing at nt 30 and an adjacent downstream oligonucleotide (16 or 17 nt) carrying a C3-spacer (polymerase extension blocking group) at its 3´ end. Specificity of all designed RPA primers and probes was confirmed by using a BLAST search and OligoEvaluator™ Sequence Analysis software (http://www.oligoevaluator.com; last accessed April 18, 2020) [18]. Primers and probes were synthesized by Bio Basic Inc. (Makham, Ontario, Canada). The primer and probe sequences used for the RPA-LF of the nuc and mecA genes are provided in Table 2 and S3 Table. The performance of the primer set for the nuc gene designed in this study was compared with primer sets from previous studies by Du et al. [13] and Geng et al. [20] (S3 Table).
Primer screening and the performance of the RPA-AGE assay for detecting nuc and mecA genes
The RPA-AGE assay using the TwistAmp® Basic kit (TwistDX, Cambridge, UK) was used to identify the best primer sets [four sets of nuc primers (S3 Table)]. The sensitivity and specificity of the RPA-AGE assay were evaluated for detecting nuc and mecA genes using the chosen sets of primers and genomic DNA from the panel of 56 isolates [18] (S1 Table). The total volume of a reaction was 12.5 μL. The reaction mixture included 480 nM of each RPA primer, 14 mM of magnesium acetate (MgOAc), and 0.5 μL of bacterial DNA. The tubes were incubated for 20 min at 37 and 45°C for nuc and mecA genes respectively, and the reaction was stopped at 65°C for 10 min. Detection of amplification products was carried out by subjecting the product to electrophoresis through a 2% agarose gel. The results of the RPA-AGE method were compared with those of the PCR-AGE approach.
PCR assays of nuc and mecA genes for identification of MRSA
For the conventional PCR assay, the total volume used per reaction was 25 μL, including 0.5 μM of each primer of nuc-Set 4 (this study and Geng et al. [20]) (Table 2) or mecA primers of Kondo et al. [22], 1X PCR buffer, 0.2 mM dNTP, 2 mM MgCl2, 1 U of Taq DNA polymerase (Vivantis Technologies Sdn. Bhd., Selangor Darul Ehsan, Malaysia), and 2 μL of DNA template. The PCR method was carried out according to our previous study [18].
Optimization for nuc-RPA-LF reaction
For nuc-RPA-LF, the reaction was performed at temperatures of 37, 40, 45 and 50°C, and the optimum reaction time was determined by incubating the reaction mixtures for 5, 10, 20 and 30 min. After optimization, the nuc-RPA-LF and mecA-RPA-LF reactions were carried out separately in a total volume of 10 μL each. The master mix for RPA reaction comprised 2.1 μL of each primer [nuc-F2 & nuc-R3-Dig-RPA-LF or nuc-F2 & nuc-R3-Btn-RPA-LF [20, this study]; mecA-F-(RPA_1) & mecA-R-Btn-RPA-LF] [18, 21] (420 nM), 0.6 μL of nuc-probe or mecA-probe (120 nM), 29.5 μL of rehydration buffer and 11.2 μL of sterile distilled water. The reaction mixture was added to the freeze-dried enzyme pellet of a TwistAmp® nfo kit (TwistDx, Cambridge, UK), mixed thoroughly by pipetting, and then divided into five aliquots (9.1 μL each) into 0.2 mL tubes. The template DNA (0.4 μL) was added into each tube, and then the reaction was initiated by adding 280 mM MgOAC (0.5 μL). The reaction tube was incubated at 45°C for 20 min. After incubation, the amplification was stopped at 82°C for 5 min to denature the primer dimer according to the method of Liu et al. [23]. For LF detection, 1 μL of mecA-RPA product or nuc-RPA product using the reverse primer labeled with a Btn at the 5′ end was added into 49 μL of the HybriDetect assay buffer. The nuc-RPA product generated using the reverse primer labeled with a Dig at the 5′ end was diluted to 1:100 and 2.5 μL of the diluted product was added to a tube containing 50 μL of HybriDetect assay buffer. Finally, the HybriDetect-1 (for Btn labeled) or HybriDetect-2 (for Dig labeled) LF strip (Milenia Biotec GmbH, Gieβen, Germany) was dipped into the mixture containing the DNA product and buffer, and then left for 5 min at room temperature. The appearance of color at both the test and control lines on the strip indicates a positive result whereas a negative result shows only a control line on the strip. The absence of a control line on the LF indicates that the strip has not worked correctly.
Performance of the Milenia HybriDetect vs. Kestrel Bio Sciences (KB) nucleic acid detection strips
Besides the Milenia strips used for detection of RPA products, DNA amplification product from 30 positive blood-culture samples (S2 Table) (subset of 60 positive blood-culture samples) were also processed using KB strips (Kestrel Bio Sciences, Pathum Thani, Thailand) following the manufacturers’ instructions. Briefly, 5 μL of RPA product labeled with Btn was pipetted directly onto the sample application area of a KB strip. The strip was placed in a tube containing 50 μL of buffer and allowed to absorb up for 5 min at room temperature. Then the strips were removed and the results were inspected immediately. The interpretation of the KB strip was the same as that of the Milenia strip.
The percent of agreement and the Cohen’s Kappa index value were calculated using the free software VassarStats (http://vassarstats.net/; last accessed June 26, 2021). The Kappa index value was interpreted as follows: ≤0, poor agreement; 0.01 to 0.20, slight agreement; 0.21 to 0.40, fair agreement; 0.41 to 0.60, moderate agreement; 0.61 to 0.80, substantial agreement; 0.81 to 1, almost perfect or perfect agreement [24].
Determination of detection limit
The detection limits of RPA-AGE and RPA-LF for detection of the nuc and mecA genes were determined [18]. The KB strips were used for the detection of amplified products from both genes. The intensity of the signal at the test line, expressed as peak area, was determined using ImageJ software (version 1.53a) (National Institute of Health, Bethesda, MD, USA) and calibration curves were generated for the detection of nuc- and mecA-carrying S. aureus. Above a threshold peak-area value established to be 1000, the RPA-LF was positive for detection of both nuc and mecA genes. The peak area increased with increasing cell numbers.
Prospective evaluation of the RPA-LF test for MRSA detection directly from positive blood-culture samples
The developed nuc- and mecA-RPA-LF assays were evaluated using KB strips to test with 60 positive blood-culture samples from Srinagarind Hospital. Blood-culture samples were tested directly that no prior extraction of DNA was required. The results of the RPA-LF were compared with either conventional biochemical tests or results from the VITEK 2 system (bioMérieux) and PCR-AGE. The intensity of the signal at the test line was determined by ImageJ and interpreted as described above. Finally, the sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV) and 95% confidence interval (CI) were calculated using the free software VassarStats (http://vassarstats.net/; last accessed June 26, 2021).
All tests were performed in duplicate, and results were blindly read by two independent observers. If both results were discordant, the sample was tested for the third time and the modal result was accepted. The RPA-LF was imaged with a smartphone (Huawei Nova 2i, Huawei Base, Shenzhen, China) at a 90° angle and a distance of 10 cm.
This study was approved by the Ethics Committee of Khon Kaen University (project number HE611605).
Results
Screening of RPA primers and the performance of the RPA-AGE assay for detecting nuc and mecA genes
Our previous RPA primer set and probe for mecA gene detection were used in this study [18]. For the nuc gene, we initially evaluated four primer sets against three isolates of S. aureus, S. haemolyticus, and E. faecium. The sizes of DNA fragments expected to be generated by these nuc-primer sets were 139, 164, 141 and 286 bp, respectively (S3 Table). The nuc-primer set 4 showed the highest specificity with no cross-reactions. The RPA-AGE using these primer sets [nuc-set 4 & mecA-set 1, (Table 2)] provided 100% and 92.1% sensitivity for identifying nuc and mecA genes, respectively, in 56 samples. In addition, negative results were seen in all PCR-negative isolates (100% specificity) (S1 Table). These primer sets were therefore used for further validation.
Optimization
In this study, the nuc-RPA-LF method worked well at 40–50°C and incubation time of 10–30 min (S1 Fig). Therefore, we selected a 45°C and 20 min as the optimal temperature and time for nuc-RPA-LF, respectively, similar to those for the mecA-RPA-LF [18].
Performance of the Milenia HybriDetect vs. KB nucleic acid detection strips
Detection of RPA products from 30 positive blood-culture samples using the Milenia and KB strips showed a perfect agreement (100% agreement with a Cohen’s Kappa index value of 1.0) (S2 Table). Btn-labeled and Dig-labeled primers gave identical results for detecting nuc-RPA products using Milenia strips (100% agreement with a Cohen’s Kappa index value of 1.0) (S2 Table and Fig 1).
A, Milenia strips and a Btn-labeled reverse primer; B, Milenia strips and a Dig-labeled primer; C, Kestrel Bio Sciences (KB) strips and a Btn-labeled primer. 1–4, nuc-carrying S. aureus; 5, non-nuc-carrying Bacillus spp.; 6, non-nuc-carrying E. coli; 7, non-nuc-carrying C. neoformans. +, positive reaction; -, negative reaction.
Detection limit
The detection limits of the RPA-LF methods for identifying the nuc and mecA genes were 10 colony forming unit (CFU) per reaction (peak area = 1,045 and 1,809, respectively), whereas those of the RPA-AGE method for the nuc and mecA genes were 10 CFU and 1 CFU per reaction, respectively (Fig 2). With 104 CFU per reaction of mecA-carrying S. aureus, the RPA-LF showed a result due to the “hook” effect [Fig 2(A-2 to C-2)].
Detection limit of the RPA-LF assay (A) compared with that of the RPA-AGE (D) and PCR (E) assays for detecting nuc (1) and mecA (2) genes. Lane M, 100 bp DNA ladder. B-1 & B-2, the calibration curve for RPA-LF with different concentrations of nuc-carrying S. aureus and mecA-carrying S. aureus corresponding to (A-1 & A-2). C-1 & C-2, Histogram representing peak area of the intensity of the test lines corresponding to (A-1 & A-2). The red dashed lines represent the threshold value (peak area = 1000) above which a result is regarded as positive.
Prospective evaluation of the RPA-LF test for MRSA detection directly from positive blood-culture samples
The RPA-LF test provided 93.3% sensitivity, 100.0% specificity, 100.0% PPV, and 97.8% NPV for detecting the nuc gene, and 100.0%, 97.7%, 94.1% and 100.0%, respectively, for the mecA gene (Table 1 and S4 Table). Examples of the RPA-LF results for identifying these genes in representative positive blood-culture samples and their corresponding peak areas are shown in Fig 3. The signal intensities of all positive results were higher than the threshold value (>1000 of peak area) (Fig 3). The mean values of signal intensity of nuc- and mecA-positive samples were 5857 and 4312 respectively.
RPA-LF results of nuc (1) and mecA (2) genes in representative positive blood-culture samples (A) and their corresponding peak area profile plots (B). A-1 & B-1; numbers 1–11, 13 and 16, nuc gene-negative samples; 12, 14 and 15, nuc gene-positive samples. A-2 & B-2; numbers 2–5, 7, 13–16, mecA gene-negative samples; 1, 6, 8–12, mecA gene-positive samples. The threshold value of the intensity of peak area to determine a positive/negative result is 1000 (red dashed line).
Discussion
Primer and probe design is viewed as the most challenging step for setting up an RPA-LF experiment. To avoid non-specific cross-binding, we carefully designed and tested candidate sequences for secondary-structure formation and primer-primer interactions, hairpins, nucleotide composition, sequence length, and the interplay between probe and primers. In the present study, the RPA-LF method for both genes (nuc and mecA) could be performed under the same conditions, making it convenient for routine detection.
In general, there is no single system best for all applications. We need to consider several important factors before selecting an assay including the LF strip that best fits the situation. These factors include cost, speed, ease of use, performance (acceptable sensitivity and specificity) and availability in our area. Currently, the cost of the RPA-LF assay is rather higher than other molecular methods [25]. However, a cheaper lateral-flow format or the use of alternative labeling technologies for primers may help to reduce the cost per test. The Milenia strip costs ⁓$4.7 per strip compared with ⁓$2.76 for the KB strip. In the present study, Milenia and KB strips showed perfect agreement for detecting nuc- and mecA-RPA products. In addition, the KB strips is convenient to order and took short delivery times. The primer cost for biotin (Btn) labeling is 50% saving than that for digoxin (Dig) labeling. Therefore, we decided to use KB strips and Btn-labeled primers for the remaining experiments.
In the present study, the detection limits of the RPA-LF and RPA-AGE methods for detecting the nuc gene were equal to that of the PCR method. For the mecA gene, the detection limit of RPA-LF was 10 times less sensitive than those of the RPA-AGE and PCR methods [Fig 2(A-2 to E-2)]. Although the sensitivity of the mecA-RPA-LF using KB strips was lower than that of the RPA-AGE and PCR assays, it could nevertheless detect this gene within the concentration range that usually occurs in positive blood-culture bottles (⁓108−109 CFU/mL) [26] [the detection limit of the RPA-LF assay using KB strips for detecting both genes was 105 CFU/mL (10 CFU per reaction)]. This test has considerable potential for routine detection of MRSA in positive blood-culture bottles.
RPA combined with LF has been shown to have high sensitivity and specificity for detecting the nuc gene of S. aureus in food [13, 27]. Recently, Brunauer et al. [28] reported successful direct detection of Pseudomonas aeruginosa by RPA-LF from wound exudate after a rapid sample preparation (crude lysis). Wang et al. [29] also developed a multiplex-touchdown PCR method to detect the mecA gene from positive blood-culture bottles. As far as we know, there is still no RPA-LF test available for the direct detection of MRSA in positive blood-culture samples. This study is the first report describing the performance of such a test evaluated using blood samples from a hospital without prior DNA extraction. However, the developed RPA-LF method could not detect the nuc gene of one S. aureus isolate in a positive blood-culture bottle (Table 1) but could detect the gene in colonies. This may be due to some inhibitor in this particular blood-culture bottle. Blood samples contain various inhibitors (e.g. lactoferrin and immunoglobulin G) that can interfere with molecular testing [30, 31]. Interference factors may hinder the enzymatic amplification reaction by direct interaction with the enzymes or by interfering with cofactors required for the enzymatic activity [30–32]. However, the high concentrations of hemoglobin seem to have no influence on a successful RPA-LF reaction [32]. In 2013, Xafranski et al. [33] reported that bovine serum albumin (BSA) was the most efficient protein for reducing inhibition of amplification. BSA can bind to PCR inhibitors in the samples and prevent them from interacting with DNA (Taq) polymerase. Therefore, it has been used to increase the sensitivity of PCR amplification from clinical samples [30, 34]. The sensitivity and the detection limit of our developed RPA-LF can be improved further.
In our previous report [18], the RPA-LF provided 100% specificity for the detection of the mecA gene from both colonies and spiked blood cultures. In this study, one false positive from a non-mecA-carrying Enterococcus spp. isolate in a positive blood-culture bottle from the hospital was observed. A false-positive result may be caused by any degradation products in the positive blood-culture bottle or an unknown background of the patient. However, the crowding agent (dextran sulfate) and proteins in RPA reactions can interfere and cause non-specific binding of antibody-labeled gold nanoparticles to the test line of an LF strip. Thus, the amplicon of each gene should be diluted sufficiently to avoid non-specific binding and false-positive signals [35]. Moreover, primer-primer binding at room temperature may produce a false positive signal [36]. The RPA mixtures should be kept on ice during the reaction preparation. The LF strip tended to show false positives when it was left in the running buffer for too long time [37]. We read the result of the LF test within 20 min in this study. However, the false-positive and false-negative rates of the RPA-LF in this study were ⁓2%.
In 2017, Yeh et al. [12] reported that an RPA reaction using plasma samples was much more robust than a PCR reaction or loop-mediated isothermal amplification (LAMP). The elimination of sample extraction and purification steps makes the RPA-LF method significantly less laborious, expensive and time-consuming. Of these techniques, RPA is the easiest one to perform, furthermore, its reagents in a dried pellet format are highly stable [38]. In addition, the LF strip is stable at room temperature for at least six months.
However, the RPA does have some limitations. The RPA reaction kits are produced by only one company, which has a high impact on the cost, availability and delivery times. Therefore, we tested by using reduced volume of the RPA reaction in this study (10 μL), similar to a previous report [39], which reduced the cost of RPA reagent to ⁓$0.5 per test. Recently, Lillis et al. [40] and Subbotin et al. [41] showed that reducing the reaction volume from 50 μL to 5 μL had very little effect on the performance. Our study had a small sample size for the analysis because of a limited number of TwistAmp® nfo kits from the manufacturing company: larger samples should be evaluated in further studies.
In conclusion, we developed an RPA-LF test, which is simple, rapid, robust, cost-effective, highly sensitive, and specific for the direct detection of MRSA from positive blood-culture samples. This may be suitable for use in epidemiological surveillance and identification in hospitals. Moreover, it may serve as a model platform for detecting other pathogens.
Supporting information
S1 Fig.
Optimization of incubation temperature and time for nuc- (A, B) and mecA- (C, D) RPA-LF assays. +, positive reaction; +w, weakly positive; -, negative reaction.
https://doi.org/10.1371/journal.pone.0270686.s001
(TIF)
S1 Table. Diagnostic performance of the RPA-AGE assay in the detection of nuc and mecA genes in 56 clinical isolate samples.
https://doi.org/10.1371/journal.pone.0270686.s003
(PDF)
S2 Table. Performance of the RPA-LF using Milenia vs. KB strips compared with PCR assay for detecting nuc and mecA genes in positive blood-cultures from routine Srinagarind Hospital.
https://doi.org/10.1371/journal.pone.0270686.s004
(PDF)
S3 Table. Nucleotide sequences of the RPA primers and probes tested for detection of nuc and mecA genes used in this study.
https://doi.org/10.1371/journal.pone.0270686.s005
(PDF)
S4 Table. Diagnostic performance of the RPA-LF assay in the detection of nuc and mecA genes in 60 positive blood samples from Srinagarind Hospital.
https://doi.org/10.1371/journal.pone.0270686.s006
(PDF)
Acknowledgments
We thank the Centre for Research and Development of Medical Diagnostic Laboratories (CMDL), Faculty of Associated Medical Sciences, Khon Kaen University, Thailand. We are grateful to Prof. Keiichi Hiramatsu, Juntendo University for providing the reference strains; Firmer Co., Ltd. for supporting pre-incubated aerobic culture bottles and Render Automated Blood Culture System. We also extend our gratitude to Tasneem Pechnur and staff of the Clinical Microbiology Unit, Srinagarind Hospital for collecting the clinical isolates. We would like to acknowledge Prof. David Blair, for editing the MS via Publication Clinic KKU, Thailand.
References
- 1. Kwiecinski JM, Horswill AR. Staphylococcus aureus bloodstream infections: pathogenesis and regulatory mechanisms. Curr Opin Microbiol. 2020; 53: 51–60. pmid:32172183
- 2. Powers ME, Bubeck Wardenburg J. Igniting the fire: Staphylococcus aureus virulence factors in the pathogenesis of sepsis. PLoS Pathog. 2014; 10: e1003871. pmid:24550724
- 3. Zhang K, Sparling J, Chow BL, Elsayed S, Hussain Z, Church DL, et al. New quadriplex PCR assay for detection of methicillin and mupirocin resistance and simultaneous discrimination of Staphylococcus aureus from coagulase-negative staphylococci. J Clin Microbiol. 2004; 42: 4947–4955. pmid:15528678
- 4. Turner NA, Sharma-Kuinkel BK, Maskarinec SA, Eichenberger EM, Shah PP, Carugati M, et al. Methicillin-resistant Staphylococcus aureus: an overview of basic and clinical research. Nat Rev Microbiol. 2019; 17: 203–218. pmid:30737488
- 5. Buchan BW, Allen S, Burnham CA, McElvania TeKippe E, Davis T, Levi M, et al. Comparison of the next-generation Xpert MRSA/SA BC assay and the GeneOhm StaphSR assay to routine culture for identification of Staphylococcus aureus and methicillin-resistant S. aureus in positive-blood-culture broths. J Clin Microbiol. 2015; 53: 804–809. pmid:25540397
- 6. Hassoun A, Linden PK, Friedman B. Incidence, prevalence, and management of MRSA bacteremia across patient populations-a review of recent developments in MRSA management and treatment. Crit Care. 2017; 21: 211. pmid:28807042
- 7. Huang ZG, Zheng XZ, Guan J, Xiao SN, Zhuo C. Direct detection of methicillin-resistant Staphylococcus aureus in sputum specimens from patients with hospital-associated pneumonia using a novel multilocus PCR assay. Pathogens. 2015; 4: 199–209. pmid:25942570
- 8. Luo J, Li J, Yang H, Yu J, Wei H. Accurate detection of methicillin-resistant Staphylococcus aureus in mixtures by use of single-bacterium duplex droplet digital PCR. J Clin Microbiol. 2017; 55: 2946–2955. pmid:28724560
- 9. Piepenburg O, Williams CH, Stemple DL, Armes NA. DNA detection using recombination proteins. PLoS Biol. 2006; 4: e204. pmid:16756388
- 10. Crannell ZA, Rohrman B, Richards-Kortum R. Equipment-free incubation of recombinase polymerase amplification reactions using body heat. PLoS One. 2014; 9: e112146. pmid:25372030
- 11. Sun K, Xing W, Yu X, Fu W, Wang Y, Zou M, et al. Recombinase polymerase amplification combined with a lateral flow dipstick for rapid and visual detection of Schistosoma japonicum. Parasit Vectors. 2016; 9: 476. pmid:27577576
- 12. Yeh EC, Fu CC, Hu L, Thakur R, Feng J, Lee LP. Self-powered integrated microfluidic point-of-care low-cost enabling (SIMPLE) chip. Sci Adv. 2017; 3: e1501645. pmid:28345028
- 13. Du XJ, Zang YX, Liu HB, Li P, Wang S. Rapid Detection of Staphylococcus aureus via recombinase polymerase amplification combined with lateral flow strip. Food Anal Methods. 2018; 11: 2296–2306.
- 14. Shahin K, Gustavo Ramirez-Paredes J, Harold G, Lopez-Jimena B, Adams A, Weidmann M. Development of a recombinase polymerase amplification assay for rapid detection of Francisella noatunensis subsp. orientalis. PLoS One. 2018; 13: e0192979. pmid:29444148
- 15. Zhao S, Cui Y, Jing J, Yan Y, Peng Y, Shi K, et al. Rapid and sensitive detection of Anaplasma phagocytophilum using a newly developed recombinase polymerase amplification assay. Exp Parasitol. 2019; 201: 21–25. pmid:31029698
- 16. Li J, Macdonald J, von Stetten F. Review: a comprehensive summary of a decade development of the recombinase polymerase amplification. Analyst. 2018; 144: 31–67. pmid:30426974
- 17. McQuillan JS, Wilson MW. Recombinase polymerase amplification for fast, selective, DNA-based detection of faecal indicator Escherichia coli. Lett Appl Microbiol. 2021; 72: 382–389. pmid:33175415
- 18. Srisrattakarn A, Tippayawat P, Chanawong A, Tavichakorntrakool R, Daduang J, Wonglakorn L, et al. Direct detection of methicillin-resistant in Staphylococcus spp. in positive blood culture by isothermal recombinase polymerase amplification combined with lateral flow dipstick assay. World J Microbiol Biotechnol. 2020; 36: 162. pmid:32989593
- 19. Shittu A, Lin J, Morrison D, Kolawole D. Isolation and molecular characterization of multi resistant Staphylococcus sciuri and Staphylococcus haemolyticus associated with skin and soft-tissue infections. J Med Microbiol. 2004; 53: 51–55. pmid:14663105
- 20. Geng Y, Liu S, Wang J, Nan H, Liu L, Sun X, et al. Rapid detection of Staphylococcus aureus in food using a recombinase polymerase amplification-based assay. Food Analytical Methods. 2018; 11: 2847–2856.
- 21. Hogan JJ, Kaplan SK. Method and kit for identifying antibiotic resistant microorganisms. US 9109261. 2015.
- 22. Kondo Y, Ito T, Ma XX, Watanabe S, Kreiswirth BN, Etienne J, et al. Combination of multiplex PCRs for staphylococcal cassette chromosome mec type assignment: rapid identification system for mec, ccr, and major differences in junkyard regions. Antimicrob Agents Chemother. 2007; 51: 264–274. pmid:17043114
- 23. Liu HB, Zang YX, Du XJ, Li P, Wang S. Development of an isothermal amplification-based assay for the rapid visual detection of Salmonella bacteria. J Dairy Sci. 2017; 100: 7016–7025. pmid:28711269
- 24. Dortet L, Tandé D, de Briel D, Bernabeu S, Lasserre C, Gregorowicz G, et al. MALDI-TOF for the rapid detection of carbapenemase-producing Enterobacteriaceae: comparison of the commercialized MBT STAR®-Carba IVD Kit with two in-house MALDI-TOF techniques and the RAPIDEC®CARBA NP. J Antimicrob Chemother. 2018; 73: 2352–2359. pmid:29897463
- 25. Soliman H, Kumar G, El-Matbouli M. Recombinase polymerase amplification assay combined with a lateral flow dipstick for rapid detection of Tetracapsuloides bryosalmonae, the causative agent of proliferative kidney disease in salmonids. Parasit Vectors. 2018; 11: 234. pmid:29642952
- 26.
Smith KP. Predictive value of blood culture time to positivity. 2018. Available from https://asm.org/Articles/2018/November/Predictive-Value-of-Blood-Culture-Time-to-Positivity (accessed 30 September 2021).
- 27. Ma B, Li J, Chen K, Yu X, Sun C, Zhang M. Multiplex recombinase polymerase amplification assay for the simultaneous detection of three foodborne pathogens in seafood. Foods. 2020; 9: 278. pmid:32138267
- 28. Brunauer A, Verboket RD, Kainz DM, von Stetten F, Früh SM. Rapid detection of pathogens in wound exudate via nucleic acid lateral flow immunoassay. Biosensors. 2021; 11: 74. pmid:33800856
- 29. Wang MY, Geng JL, Chen YJ, Song Y, Sun M, Liu HZ, et al. Direct detection of mecA, blaSHV, blaCTX-M, blaTEM and blaOXA genes from positive blood culture bottles by multiplex-touchdown PCR assay. Lett Appl Microbiol. 2017; 64: 138–143. pmid:27699804
- 30. Sidstedt M, Hedman J, Romsos EL, Waitara L, Wadsö L, Steffen CR, et al. Inhibition mechanisms of hemoglobin, immunoglobulin G, and whole blood in digital and real-time PCR. Anal Bioanal Chem. 2018; 410: 2569–2583. pmid:29504082
- 31. Cai D, Behrmann O, Hufert F, Dame G, Urban G. Direct DNA and RNA detection from large volumes of whole human blood. Sci Rep. 2018; 8: 3410. pmid:29467420
- 32. Kersting S, Rausch V, Bier FF, von Nickisch-Rosenegk M. Rapid detection of Plasmodium falciparum with isothermal recombinase polymerase amplification and lateral flow analysis. Malar J. 2014; 13: 99. pmid:24629133
- 33. Xafranski H, Melo AS, Machado AM, Briones MR, Colombo AL. A quick and low-cost PCR-based assay for Candida spp. identification in positive blood culture bottles. BMC Infect Dis. 2013; 13: 467. pmid:24099320
- 34. Farell EM, Alexandre G. Bovine serum albumin further enhances the effects of organic solvents on increased yield of polymerase chain reaction of GC-rich templates. BMC Res Notes. 2012; 5: 257. pmid:22624992
- 35. Cordray MS, Richards-Kortum RR. A paper and plastic device for the combined isothermal amplification and lateral flow detection of Plasmodium DNA. Malar J. 2015; 14: 472. pmid:26611141
- 36. Wu H, Zhao P, Yang X, Li J, Zhang J, Zhang X, et al. A Recombinase polymerase amplification and lateral flow strip combined method that detects Salmonella enterica serotype Typhimurium with no worry of primer-dependent artifacts. Front Microbiol. 2020; 11: 1015. pmid:32655504
- 37. Rosser A, Rollinson D, Forrest M, Webster BL. Isothermal recombinase polymerase amplification (RPA) of Schistosoma haematobium DNA and oligochromatographic lateral flow detection. Parasit Vectors. 2015; 8: 446. pmid:26338510
- 38. Subbotin SA. Recombinase polymerase amplification assay for rapid detection of the root-knot nematode Meloidogyne enterolobii. Nematology. 2019; 21: 243–251.
- 39. Hu J, Huang R, Sun Y, Wei X, Wang Y, Jiang C, et al. Sensitive and rapid visual detection of Salmonella Typhimurium in milk based on recombinase polymerase amplification with lateral flow dipsticks. J Microbiol Methods. 2019; 158: 25–32. pmid:30703446
- 40. Lillis L, Siverson J, Lee A, Cantera J, Parker M, Piepenburg O, et al. Factors influencing recombinase polymerase amplification (RPA) assay outcomes at point of care. Mol Cell Probes. 2016; 30: 74–78. pmid:26854117
- 41. Subbotin SA, Burbridge J. Sensitive, accurate and rapid detection of the northern root-knot nematode, Meloidogyne hapla, using recombinase polymerase amplification assays. Plants (Basel). 2021; 10: 336. pmid:33578651