Literature DB >> 20153377

A novel multiplex real-time RT-PCR assay with FRET hybridization probes for the detection and quantitation of 13 respiratory viruses.

R Lassaunière1, T Kresfelder, M Venter.   

Abstract

Quantitative multiplex real-time RT-PCR assays utilizing fluorescence resonance energy transfer (FRET) hybridization probes were developed for the detection of 13 respiratory viruses, including well recognized viral causes (respiratory syncytial virus, influenza viruses A and B, parainfluenza viruses types 1, 2, and 3, adenovirus) as well as viruses described recently as causes of acute respiratory tract infections (human coronaviruses NL63, HKU1, 229E, and OC43, human bocavirus, and human metapneumovirus). FRET probes have an improved toleration for single base mismatches than other probe chemistries, reducing the chances of missing highly variable RNA viruses. The assay could detect 2.5-25 DNA/RNA copies/microl (2.5 x 10(3)-2.5 x 10(4) copies/ml). Validation on 91 known positive respiratory specimens indicated similar specificity as commercial direct immunofluorescence assays (IFA) or single-round PCRs used in initial identification. Screening of 270 IFA negative respiratory specimens identified new viruses in 40/270 (14.8%) cases and additional 79/270 (29.3%) well recognized viruses missed by routine diagnostic assays including 6.7% co-infections. All viruses could be detected in the clinical screening panel. The assays demonstrates an improved sensitivity and scope of detecting respiratory viruses relative to routine antigen detection assays while the quantitative utility may facilitate investigation of the role of co-infections and viral load in respiratory virus pathogenesis. Copyright 2010 Elsevier B.V. All rights reserved.

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Year:  2010        PMID: 20153377      PMCID: PMC7112774          DOI: 10.1016/j.jviromet.2010.02.005

Source DB:  PubMed          Journal:  J Virol Methods        ISSN: 0166-0934            Impact factor:   2.014


Introduction

Acute respiratory tract infection is a leading cause of paediatric morbidity and mortality (Murray et al., 2001). Well recognized viral agents traditionally associated with respiratory tract infections are respiratory syncytial virus (RSV), influenza viruses A and B, parainfluenza viruses (PIV) 1–3, and adenoviruses (Adv). Since 2001, improved virus discovery techniques have seen to the identification of several new viruses associated with acute respiratory tract infections including human metapneumovirus (hMPV) (van den Hoogen et al., 2001), human coronaviruses (hCoV) HKU1 (Woo et al., 2005) and NL63 (van der Hoek et al., 2004), and human bocavirus (hBoV) (Allander et al., 2005). At present, the most commonly used technique for the diagnosis of viral respiratory tract infections is cell culture usually in combination with direct immunofluorescence assays (IFA) (Fischbach and Dunning, 2009). Nucleic acid detection methods have recently become more readily available for the diagnosis of virus infections (Watzinger et al., 2006). Comparative studies have shown that for the detection of respiratory viruses real-time RT-PCR is significantly more sensitive than conventional detection methods (Gharabaghi et al., 2008, Kuypers et al., 2006, Smith et al., 2003, van de Pol et al., 2007). The majority of real-time RT-PCR detection assays for respiratory viruses are only qualitative of nature. Even though qualitative real-time PCR in the diagnostic setting has numerous advantages over more traditional detection methods, one of the limitations is that it does not discriminate between current infections or shedding of low concentration of virus from previous infections. The significance of co-infections is also not portrayed. In contrast, quantitative real-time PCR provides qualitative as well as quantitative information. The advantages of quantitative real-time PCR are that it permits the assessment of viral load at a given time point, facilitates the monitoring of response to treatment, and offers the possibility to determine the dynamics of virus proliferation (Watzinger et al., 2006). Quantitative tests may aid in the study of virus pathogenesis, development of vaccine and antiviral strategies, and will facilitate investigations of the importance of respiratory viruses when detected by themselves or as co-infections in patients. Qualitative detection of viral respiratory pathogens by multiplex real-time PCR has been described previously (Brittain-Long et al., 2008, Gunson et al., 2005, Templeton et al., 2004). These studies employ the use of hydrolysis probes (Brittain-Long et al., 2008, Gunson et al., 2005) and molecular beacons (Templeton et al., 2004) as probe chemistry which are highly sensitive to hybridization mismatches. Due to the high mutation frequencies of respiratory viral genomes this may result in false negative results (Gunson et al., 2006). In contrast, fluorescence resonance energy transfer (FRET) hybridization probes can tolerate up to 6 mismatches (Zaayman et al., 2009). In addition, the probes are not hydrolyzed during the amplification reaction, thereby facilitating generation of amplicon-specific melting curves for further discrimination and incorporation of multiple targets per reaction. In this study, the development and application of a novel quantitative real-time RT-PCR assay utilizing FRET probes for the differential diagnosis of well recognized and new respiratory viruses are described. This consisted of four multiplex reactions covering 13 different viruses that may be run individually or concurrently.

Materials and methods

Viruses and clinical specimens

Tissue culture positive controls were available for RSV subtype A and B, PIV 1–3, influenza A and B, and adenovirus. Clinical specimens that tested positive by PCR for hMPV, hCoV-NL63 and hCoV-OC43 were obtained from Dr. Jan Kimpen, University of Utrecht, The Netherlands, and hBoV from Dr. Heidi Smuts, University of Cape Town, South Africa, while RNA from positive clinical specimens for hCoV-HKU1 and hCoV-229E were obtained from Dr. Astrid Vabret, University Hospital of Caen, France. For the validation of the multiplex assays, 91 respiratory specimens that previously tested positive for each virus were also collected. In addition, respiratory specimens (n  = 270) that tested negative for respiratory viruses by direct immunofluorescence with the Light Diagnostics™ Respiratory Panel 1 Viral Screening and Identification Kit for RSV A and B, PIV 1, 2, and 3, Influenza A and B, and Adenovirus (Millipore, USA) or the rapid BD Directigen™ RSV test (BD, Franklin Lakes, NJ, USA) were collected over 1 year by the Department of Medical Virology, University of Pretoria/National Health Laboratory Services Tshwane Academic Division. Specimens included nasopharyngeal aspirates, bronchoalveolar lavage specimens, endotracheal aspirates, and sputum specimens.

Processing of specimens

Upon receipt phosphate buffered saline (PBS) was added to all nasopharyngeal aspirates to a final volume of 1 ml before vortexing the specimen and clarifying it of cells and mucus at 3000 ×  g for 5 min. Supernatants were removed and stored at −70 °C for PCR analysis.

RNA extraction

Nucleic acids from cultured virus controls were extracted from 200 μl cell culture fluid using the High Pure PCR Template Kit (Roche, Mannheim, Germany), according to manufacturer's instructions. Total nucleic acids from clinical specimens were extracted from 200 μl clarified nasopharyngeal aspirate with the automated MagNA Pure Nucleic Acid Isolation System (Roche, Mannheim, Germany), using the MagNA Pure LC Total Nucleic Acid Isolation Kit (Roche, Mannheim, Germany), according to the manufacturer's instructions. Negative water controls were included in every run.

Primer and probe design

For each virus, multiple sequence alignments of all known strains identified by BLAST search analysis were performed in ClustalX (version 1.81) (Thompson et al., 1997), and conserved regions identified for primer and probe design. Primers were designed using Primer3 (Rozen and Skaletsky, 2000) to have melting temperatures of ∼60 °C. FRET probes were designed with the support of TIBMOL Biological (Berlin, Germany) and were evaluated using the Light Cycler Probe Design Software 2.0 (version 1.0) on site. The layout of the multiplex assays including primer and probe sequences is indicated in Table 1 . Serving as an internal control and reference gene in each multiplex reaction, glyceraldehyde-3-phosphate dehydrogenase (GAPDH) was targeted with a separate primer–probe set and individually detected at wavelength of 705 nm.
Table 1

Design of the multiplex real-time RT-PCR multiplex assays indicating the viruses covered by each of the four multiplex reactions as well as the genes that the primer and probes target and the wavelength where they can be detected.

MultiplexTargetPrimerSequence (5′–3′) [concentration in nM]GeneAuthors (Ref.)
1Respiratory syncytial virusSense primerATG GCT CTT AGC AAA GTC AA [800 nM]NucleoproteinThis study
Antisense primer 1TTC TGC ACA TCA TAA TTA GGA G [400 nM]Gunson et al. (2005)
Antisense primer 2TTT TGC ACA TCA TAA TTG GGA GT [400 nM]This study
Donor probeAAT GAT ACA CTG TCA TCC AGC AAA TAC AC-FLaThis study
Acceptor probe 1bLCRed610-TTC AAC GTA GTA CAG GAG ATA ATA TTG-PHcThis study
Acceptor probe 2LCRed610-TCC AAC GGA GCA CAG GA-PHThis study



Human metapneumovirusSense primerCAA CTG TTT ACT ACC CAA ATG A [300 nM]Fusion proteinThis study
Antisense primerATA GGG TGT CTT CCT GTG C [300 nM]This study
Donor probeTGT TGC ATT CCY TTG AYT GCT CAG CAA C-FLThis study
Acceptor probeLCRed640-TTG ATM CCW GCT GCT GTG TCG CA-PHThis study



Human bocavirusSense primerGGG TGT GTT AAT CAT TTG AAC [400 nM]NS1 proteinThis study
Antisense primerCAC TGT CTC TAT GCT TGA CG [400 nM]This study
Donor probeCTT TGC AGG TTC CAC CCA ATC C-FLThis study
Acceptor probeLCRed670-TGC ATT AAG CAC TCC TCC CAC CAA-PHThis study



2Parainfluenza virus type 1Sense primerTAT CAA TTG GTG ATG CAA TAT AT [300 nM]HemagglutininThis study
Antisense primerTCC TGT TGT CGT TGA TGT C [300 nM]NeuraminidaseThis study
Donor probeTAA CCT AAT TgT AAA ACC TgC CCT ATA TCT-FLThis study
Acceptor probeLCRED 610-CAC ATC CTT GAG TGA TTA AGT TTG ATG AAT-PHThis study



Parainfluenza virus type 2Sense primerCCA TTT ACC TAA GTG ATG GAA T [300 nM]HemagglutininThis study
Antisense primerATG AGA CCA CCA TAT ACA GGA [300 nM]NeuraminidaseThis study
Donor probeGAT CTA GCT GAA CTG AGA CTT GCT TTC TAT T-FLThis study
Acceptor probeLCRed 610-TGA TAC CTT TAT TGA AAG AGT CAT ATC TCT TCC-PHThis study



Parainfluenza virus type 3Sense primerTGT ATT TAT CAA AGG GAC CAC [300 nM]NucleoproteinThis study
Antisense primerTCC AGA TAT GAT CTT CCC GTC [300 nM]This study
Donor probeCAT ACA TGG TGA GTT CGC ACC AG-FLThis study
Acceptor probeLCRed640-CAA CTA TCC TGC CAT ATG GAG YTA TGC-PHThis study



Human coronavirus NL63Sense primerATA AAC TTG ATA CTG GTG CAC AA [400 nM]ORF1aThis study
Antisense primerTCT AAT GTT ATA CTT AAA ACT ACG TGT C [400 nM]This study
Donor probeCTA TTA TGA AGC ATG ATA TTA AAG TTA TTG CC-FLThis study
Acceptor probeLCRed670-AGG CTC CTA AAC GTA CAG GTG TTA TTT-PHThis study



3Influenza AdSense primerGAC CRA TCC TGT CAC CTC TGA C [1000 nM]NS1 proteinWHO recommendedd
Antisense primerAGG GCA TTY TGG ACA AAK CGT CTA [1000 nM]WHO recommendedd
Donor probeGGG ATT TTR GGR TTT GTG TTC ACG CTC ACC-FLThis study
Acceptor probeLCRed 610-CCC AGT GAG CGA GGA CTG CAG C-PHThis study



Influenza BSense primerAGA GTT GGA CTT GAY CC [300 nM]NucleoproteinSmith et al. (2003)
Antisense primerCAT AGG CAG TCT TGG CT [300 nM]Smith et al. (2003)
Donor probeGGA AGC ACA MTC CCC AGA AGA TCA GGT-FLSmith et al. (2003)
Acceptor probeLCRed640-AAC TGG TGT TGC GAT CAA AGG AGG TGG-PHSmith et al. (2003)



AdenovirusSense primerGCC CCA GTG GKC TTA CAT GCA CAT C [300 nM]Hexon proteinHeim et al. (2003)
Antisense primerGCC ACG GTG GGG TTT CTA AAC TT [300 nM]Heim et al. (2003)
Donor probe 1AAC TGC ACC AGA CCC GGA C-FLThis study
Acceptor probe 1LCRed670-AGG TAC TCC GAA GCA TCC TGT CC-PHThis study
Donor probe 2AAC TGC ACC AGC CCG GG-FLThis study
Acceptor probe 2LCRed670-AGG TAC TCC GAG GCG TCC TGG-PHThis study



4Human coronavirus OC43Sense primerCAT GCA ATG GCA ATA AGA T [400 nM]ORF1bThis study
Antisense primerTTG AAA GGC ACT TAT ATT AGC A [400 nM]This study
Donor probeCAA AGG TTG AAT CAA CCT TAT CAC TTC T-FLThis study
Acceptor probeLCRed610-CAC ATG TGA GTA TAA GCG CTT CTG AAG-PHThis study



Human coronavirus HKU1Sense primerTTG TTG TTC ACA TGG TGA TAG [500 nM]ORF1bThis study
Antisense primerTTG CGT ATA CTT AAA TCT TCA ATC [500 nM]This study
Donor probeCTG CTA GTA CCA CCA GGC TTA ACA T-FLThis study
Acceptor probeLCRed640-AGC AAC CGC CAC ACA TAA CTA TTT CA-PHThis study



Human coronavirus 229ESense primerCTC AAT CTC GGA ATC CTT C [300 nM]NucleoproteinThis study
Antisense primerCTC TGA GAA CGA GCA AGA CT [300 nM]This study
Donor probeGGG TAC TCC TAA GCC TTC TCG TAA TCA-FLThis study
Acceptor probeLCRed670-TCC TGC TTC TTC TCA AAC TTC TGC C-PHThis study

The donor fluorophore, fluorescein (FL).

The acceptor fluorophore. The number following LCRed is the wavelength at which fluorescence is emitted.

Phosphate (PH) on 3′-end to prevent extension of probe by DNA polymerase.

These primers were substituted with the WHO primers that detect all influenza A strains, including novel influenza A H1N1 and corresponding probes designed. Testing on seasonal H3N2, H1N1 and novel H1N1 confirmed the specificity of the new probes.

Design of the multiplex real-time RT-PCR multiplex assays indicating the viruses covered by each of the four multiplex reactions as well as the genes that the primer and probes target and the wavelength where they can be detected. The donor fluorophore, fluorescein (FL). The acceptor fluorophore. The number following LCRed is the wavelength at which fluorescence is emitted. Phosphate (PH) on 3′-end to prevent extension of probe by DNA polymerase. These primers were substituted with the WHO primers that detect all influenza A strains, including novel influenza A H1N1 and corresponding probes designed. Testing on seasonal H3N2, H1N1 and novel H1N1 confirmed the specificity of the new probes.

Real-time RT-PCR

cDNA was synthesized using Expand Reverse Transcriptase (Roche, Mannheim, Germany), according to the manufacturer's instructions. Real-time PCR reactions were performed using the Light Cycler FastStart DNA MasterPLUS HybProbe Kit (Roche, Mannheim, Germany) and contained 4 μl of 5× Master Mix, 100 nM of each probe, variable concentrations of primers (indicated in Table 1), and 5 μl of cDNA reaction mixture as template in a final volume of 20 μl. Real-time PCR cycling was performed on a Light Cycler 2.0 (Roche, Mannheim, Germany) as follows: 95 °C for 10 min followed by 45 cycles of 95 °C for 10 s, 58 °C for 8 s, 54 °C for 8 s, 50 °C for 2 s (ramp rate 5 °C/s), and 72 °C for 11 s, followed by melting curve analysis at 95 °C for 10 s, 40 °C for 30 s and 80 °C for 0 s (ramp rate 0.1 °C/s).

DNA sequencing

PCR amplicons for DNA sequencing were gel purified using the Wizard® SV Gel and PCR Clean-Up System (Promega, Madison, WI, USA), according to the manufacturer's instructions. DNA sequencing was performed with specific primers using the ABI PRISM BigDye Terminator Cycle Sequencing Reaction Kit (version 3.1) on an ABI PRISM 3130 DNA sequencer (Applied Biosystems, Foster City, CA, USA), according to the manufacturer's instructions.

Quantitation of viral loads

RNA standards for quantitation

Target regions for each respective virus and the internal control (GAPDH) were amplified with the Expand High Fidelity PCR Kit (Roche, Mannheim, Germany) using specific primers. Amplicons were gel purified using the Wizard® SV Gel and PCR Clean-Up System (Promega, Madison, WI, USA) and cloned into the pJET1.2/blunt cloning vector (Fermentas, Ontario, Canada) according to the manufacturer's instructions.

In vitro transcription

In vitro transcription was performed with the TranscriptAid™ T7 High Yield Transcription Kit (Fermentas, Ontario, Canada), according to the manufacturer's instructions. Plasmid DNA was removed by addition of 2 U of DNase I at the end of the reaction and incubated at 22 °C for 8 h. RNA was purified with the RNeasy Plus Mini Kit (Qiagen, Hamburg, Germany) and the concentration determined with the NanoDrop ND-1000 Spectrophotometer (NanoDrop Technologies, Wilmington, DE, USA) at 260 nm.

Analytical sensitivity of multiplex assays

The detection limits of the multiplex assays were determined by testing 10-fold serial dilutions of the quantified RNA transcripts. Detection of each dilution was performed in triplicate. The detection limit was defined as the lowest concentration where all three replicates could be detected. For DNA viruses dilution series of plasmid DNA was used.

Statistical analyses

The confidence level of data analysed was determined with the Student's t-test with two-tailed distribution.

Results

Multiplex development

Optimization of the multiplex assays was done on culture controls or on specimens that previously tested positive by PCR in independent laboratories. The newly designed real-time RT-PCR assays were initially optimized as monospecific assays. To assess the specificity of the primers and probes, the assays were tested for cross-reactivity among the 13 viruses using control specimens with viral loads of approximately 1 × 107–1 × 109 copies/ml. In all cases each virus was only detected by its specific primer and probe set, no cross-reaction was observed. The monospecific assays were subsequently combined to form four multiplex assays comprising of the following viruses: Multiplex 1—RSV A and B, hMPV, hBoV; Multiplex 2—parainfluenza virus (PIV) 1, 2, and 3, hCoV-NL63; Multiplex 3—influenza A and B, adenovirus; Multiplex 4—hCoV-OC43, hCoV-HKU1, and hCoV-229E. Viruses were combined into the various multiplex assays according to shared similarities in clinical manifestations and susceptible age groups. The sensitivity of the assays was determined in triplicate through the amplification of serially diluted in vitro transcribed RNA from cloned controls. Detection limits for RNA viruses ranged from 2.5 to 25 in vitro transcribed RNA copies/μl (corresponds to 2.5 × 103–2.5 × 104 copies/ml of specimen) and 25 plasmid DNA copies/μl for DNA viruses (corresponds to 2.5 × 104 copies/ml of specimen) (Table 2 ). Lower concentrations were detected, however, at these concentrations detection of all replicates could not be achieved and was therefore not considered true detection limits. To assess the inter-run precision of the respective assays, extraction and real-time RT-PCR detection were performed on triplicate aliquots from viral suspensions. Three independent real-time RT-PCR runs performed showed a coefficient of variation of between 0.03% and 3.05% (Table 2), indicating high reproducibility of the real-time RT-PCR assays. All four multiplexes were optimized to be performed under the same cycling conditions for simultaneous use. In the event that a 60-nt conserved region could not be identified, a technique described by Pont-Kingdon and Lyon (2005) was used to overcome this. This technique was applied to probes used for the detection of RSV A and B, and PIV-2.
Table 2

Validation of multiplex real-time RT-PCR assays on 91 known positive clinical specimens.

Virus and method of control detectionNumber of known positive clinical samplesSamples detected with multiplex assaysDetection limitInter-run coefficient of variation (%)
Direct immunofluorescence assay (IFA)
 RSV30302.5 RNA copies/μl0.42
 PIV 1882.5 RNA copies/μl0.31
 PIV 21a12.5 RNA copies/μl1.46
 PIV 38825 RNA copies/μl0.91
 Influenza A8825 RNA copies/μl0.29
 Influenza B4425 RNA copies/μl0.44
 Adv5525 DNA copies/μl0.38



PCR
 hMPV772.5 RNA copies/μl3.05
 hCoV-NL63552.5 RNA copies/μl0.21
 hCoV-HKU1112.5 RNA copies/μl0.03
 hCoV-OC43442.5 RNA copies/μl2.93
 hCoV-229E112.5 RNA copies/μlNot doneb



Nested PCR
 hBoV95c25 DNA copies/μl1.14

Only one clinical specimen was available for validation of this virus. However, in addition, three PIV 2 positive specimens that previously tested negative by routine immunofluorescence were detected in the negative specimen screen.

Due to limited sample volume the inter-assay coefficient of variation for hCoV-229E could not be determined.

In 4 specimens, hBoV could only be detected by semi-nested PCR.

Validation of multiplex real-time RT-PCR assays on 91 known positive clinical specimens. Only one clinical specimen was available for validation of this virus. However, in addition, three PIV 2 positive specimens that previously tested negative by routine immunofluorescence were detected in the negative specimen screen. Due to limited sample volume the inter-assay coefficient of variation for hCoV-229E could not be determined. In 4 specimens, hBoV could only be detected by semi-nested PCR. To determine if amplification competition may lead to interference during simultaneous quantitation of more than one virus in a single reaction, quantified controls were added together at varying concentrations and quantified concurrently. The results indicated that simultaneous quantitation of two viruses with varying concentrations >2.5 × 104 copies/ml (i.e. detected before amplification cycle 28), showed a coefficient of variation of <3.5%, indicating that the multiplex assays can accurately quantify two viruses in a single reaction. However, when a second virus is detected after amplification cycle 28 (i.e. virus concentration <2.5 × 104 copies/ml) or a third virus was present, accurate quantitation of viral load could not be achieved. In these events the viruses will have to be quantified separately to ensure accurate quantitation of viral load. However, for diagnostic purposes simultaneous qualitative detection of more than one virus can be achieved to a detection limit of approximately 2.5 × 104 copies/ml.

Evaluation of multiplex assays

Clinical evaluation

The multiplex assays were validated on a total of 91 clinical specimens that previously tested positive for the presence of respiratory viruses by IFA, PCR or semi-nested PCR. With the exception of hBoV, that was only detected in 5/9 specimens, viruses were detected in all the known positive specimens evaluated (Table 2). HBoV was previously identified in the positive control specimens by semi-nested PCR. In 4/9 specimens hBoV could not be detected by a single-round PCR. The detection limit of bocavirus by the real-time PCR is 25 copies/μl (2.5 × 104 copies/ml of specimen), suggesting high sensitivity although this is not as sensitive as the conventional semi-nested PCR by which it was initially detected (Smuts and Hardie, 2006). Application of the quantitative feature of this assay was demonstrated on RSV positive specimens from 32 children with mild disease (infants who visited outpatients but did not require hospitalization) and 26 children with severe disease (patients admitted to the intensive care unit) (Table 3 ). An association between higher viral loads and severe disease is demonstrated as the RSV viral load in patients with severe disease was significantly higher (p  = 0.014) (mean: 3.35 × 1010 copies/ml, median 6.04 × 109 copies/ml) compared to patients with mild disease (mean: 3.44 × 109 copies/ml, 7.4 × 108 copies/ml). The internal control (GAPDH) was continuously detected in all supernatant fractions at concentrations ranging between 1.59 × 105 and 1.41 × 109 copies/ml of processed specimens (mean: 2.69 × 108 copies/ml, median: 1.03 × 108 copies/ml), confirming its value as a nucleic acid extraction control.
Table 3

Calculation of viral load in single RSV infected patients with mild and severe respiratory tract disease.

Mild disease (n = 32)Severe disease (n = 26)p (95% CI)
Mean3.44 × 1093.35 × 10100.014
Median7.40 × 1086.04 × 109
Range638–2.9 × 10103.98 × 103–1.77 × 1011
Calculation of viral load in single RSV infected patients with mild and severe respiratory tract disease.

IFA negative specimen screening

Real-time RT-PCR screening of 270 respiratory specimens negative for the respiratory viruses targeted by routine IFA identified new viruses in 40/270 (14.8%) cases as well as 79/270 (29.3%) additional well recognized viruses previously missed by routine IFA (Table 4a ). Human bocavirus (n  = 14), human metapneumovirus (n  = 15), and human coronavirus NL63 (n  = 5) were detected in the IFA negative group. Although hCoV-HKU1 and hCoV-229E were not detected in the IFA negative specimen group, both were detected as co-infections in the IFA positive control specimens, hCoV-HKU1 as a co-infection with PIV 3 and hCoV-229E occurred as a co-infection with RSV. In addition, 79 (29.3%) of the IFA negative specimens tested positive for viruses already included in the IFA panel, suggesting a marked improved sensitivity over the IFA. To rule out the possibility of false positive results, one-third of all amplicons were randomly selected and sequenced to confirm the specificity of the assay. All sequencing reactions were successful. Non-specific detection was not observed. Co-infections were detected in 6.7% of specimens (Table 4a, Table 4b ). Viral loads were quantified where co-infections occurred with hMPV, hBoV and coronaviruses (Table 4b), though the clinical relevance of these findings will be described elsewhere. Viruses could be detected in all the different types of respiratory specimens (nasopharyngeal aspirate specimens, bronchoalveolar lavage specimens, endotracheal aspirate specimens, and sputum specimens).
Table 4a

Additional respiratory viruses detected in 270 respiratory specimens that tested negative by routine diagnostic assays.

VirusNumber of detectionsNumber of co-infections (%)
Viruses routinely screened for by IFA panel
RSV356 (17.1%)
PIV 121 (50%)
PIV 231 (33%)
PIV 3142 (14.3%)
Influenza A42 (50%)
Influenza B30
Adv187 (38.9%)



Total79 (29.3%)



Viruses not in routine diagnostic assays
hMPV144 (28.6%)
hBoV158 (53.3%)
hCoV-NL6354 (80%)
hCoV-HKU100
hCoV-229E00
hCoV-OC4365 (83.3%)



Total40 (14.8%)
Table 4b

Combination of respiratory virus co-infections as identified and quantified by multiplex real-time RT-PCR.

Co-infecting virusesNumber of detectionsQuantification of co-infections (copies/ml)
Double infections
Adv + hCoV-OC432Adv: 2.78 × 104 and 3.35 × 104; hCoV-OC43: 2.80 × 104 and 5.48 × 107
Adv + hBoV2Adv: 3.53 × 105 and 7.40 × 103; hBoV: 3.58 × 106 and 6.10 × 104
hBoV + hMPV2hBoV: 5.98 × 106 and 3.35 × 109; hMPV: 1.45 × 107 and 2.33 × 109
Adv + RSV1Not determined
hBoV + hCoV-NL631hBoV: 5.28 × 106; hCoV-NL63: 1.21 × 106
hBoV + hCoV-OC431hBoV: 4.30 × 109; hCoV-OC43: 1.58 × 106
hBoV + PIV31hBoV: 2.30 × 106; PIV3: 8.38 × 109
hCoV-OC43 + PIV11hCoV-OC43: 3.43 × 105; PIV1: 2.58 × 104
hCoV-OC43 + PIV21hCoV-OC43: 4.35 × 104; PIV2: 4.20 × 106
hCoV-NL63 + RSV1hCoV-NL63: 2.50 × 105; RSV: 4.15 × 108
hMPV + RSV1hMPV: 1.03 × 105; RSV: 1.30 × 1011
Influenza A + PIV31Not determined
Influenza A + RSV1Not determined



Triple infections
hBoV + hMPV + hCoV-NL631hBoV: 3.23 × 109; hMPV: 1.36 × 106; hCoV-NL63: 8.15 × 106
Adv + RSV + hCoV-NL632Adv: 1.34 × 104; RSV: 9.53 × 108; hCoV-NL63: 8.00 × 105
Adv: 3.75 × 103; RSV: 9.83 × 105; hCoV-NL63: 3.75 × 103
Additional respiratory viruses detected in 270 respiratory specimens that tested negative by routine diagnostic assays. Combination of respiratory virus co-infections as identified and quantified by multiplex real-time RT-PCR.

Identification of nucleotide base changes

Melting curve analysis of RSV positive clinical specimens revealed four distinct melting curves with melting temperatures (T m) of 59 °C, 54 °C, 51 °C, and 47 °C (Fig. 1 ) identified in 100/131 (76.3%), 20/131 (15.3%), 4/131 (3.1%), and 7/131 (5.3%) of RSV infected patients, respectively. Sequencing of the RSV target regions identified the presence of single base mutations in the region where the probe hybridized to the template (Fig. 1) despite complete conservation in specimen sequences on GenBank in this area. This confirms the robustness of the FRET hybridization probe technology to tolerate mismatches and overcoming variability of RNA viruses.
Fig. 1

Melting curve analysis illustrating the detection of four different RSV A strains identified with the RSV specific fluorescence resonance energy transfer (FRET) hybridization probes. Comparison of the nucleotide sequences of the RSV A strains relative to a reference strain (RSV A*, GenBank accession number X00001) indicating the single nucleotide mismatches corresponding to the four different melting curve profiles. Dots indicate conserved bases, whereas sequence variations are indicated by the nucleotide base.

Melting curve analysis illustrating the detection of four different RSV A strains identified with the RSV specific fluorescence resonance energy transfer (FRET) hybridization probes. Comparison of the nucleotide sequences of the RSV A strains relative to a reference strain (RSV A*, GenBank accession number X00001) indicating the single nucleotide mismatches corresponding to the four different melting curve profiles. Dots indicate conserved bases, whereas sequence variations are indicated by the nucleotide base. RSV (T m)59 °C-strains were detected in 53/100 (53%) hospitalized patients, whereas RSV (T m)54 °C-, (T m)51 °C-, and (T m)47 °C-strains were associated with slightly higher hospitalization rates with 15/20 (75%), 4/4 (100%), and 5/7 (71.4%), being detected in hospitalized patients. It is however unlikely that single base changes in the nucleoprotein will influence disease severity, though further investigations will follow. Melting curve analysis revealed no difference in T ms for any of the other viruses detected by the multiplex assays.

Discussion

In this study we described the development of four quantitative multiplex real-time RT-PCR assays that can be run concurrently for the detection of 13 respiratory viruses. For the detection of respiratory viruses targeted by routine IFA, the multiplex assays were shown to be as specific as the routinely used commercial IFA but also to be significantly more sensitive, increasing the detection of these viruses by 29.3%. Inclusion of the additional respiratory viruses in the detection assay increased the overall detection frequency by a further 9.7%. Discrepant results in the study may be attributable to the increased sensitivity of real-time PCR. For the detection of RSV, a previous study reported 50–90% of specimens positive by PCR but negative by IFA had viral loads less than 1 × 106 copies/ml, suggesting a lower limit of sensitivity for IFA in this range (Kuypers et al., 2004). In this study, the assay demonstrated a detection limit ranging between 2.5 × 103 and 2.5 × 104 copies/ml, which is >2 logs lower than the approximate IFA detection limit. These detection limits should be fitting for the detection of respiratory viruses, as previously reported viral loads in respiratory specimens ranged between 1 × 103 and 1 × 1011 copies/ml (Kuypers et al., 2006). Viral loads less than 1 × 103 copies/ml have been described, though the clinical relevance at such low levels has been questioned (Allander et al., 2007, van der Hoek et al., 2005). Respiratory specimens are non-homogenous and may vary in consistency (degree of viscosity due to the presence of mucous), volume, and manner of collection, thus making quantitative analysis of respiratory specimens methodically difficult. Since respiratory specimens are difficult to standardise, quantitation of respiratory viruses by PCR is better described as semi-quantitative (Schildgen et al., 2008). In this study, semi-quantitative results of RSV positive patients with mild and severe disease demonstrated a significantly higher RSV viral load in patients with severe disease confirming the relevance of this feature and confirms previous findings for RSV (DeVincenzo et al., 2005, Fodha et al., 2007, Martin et al., 2008). Continuous detection of the internal control (GAPDH) indicated that quantitation was not influenced by poor RNA extraction or PCR inhibitors. In comparison to conventional detection methods, real-time probe based PCR assays have been shown to detect respiratory viruses with increased sensitivity and specificity (Gharabaghi et al., 2008, Kuypers et al., 2006, Smith et al., 2003, van de Pol et al., 2007). A pitfall of real-time PCR is that the more commonly used probe chemistries (hydrolysis probes and molecular beacons) are highly sensitive to mismatches, which may lead to false negative results if point mutations occur (Gunson et al., 2006). In contrast, the assays described in this study utilize two FRET hybridization probes which have the advantage of being able to tolerate a greater number of mismatches than hydrolysis probes or molecular beacons, decreasing the occurrence of false negative results substantially. The benefit of FRET probes was illustrated here; where point mutations were detected in the sites where the probe hybridized to the target template in several clinical specimens despite complete conservation of this area on GenBank. An obstacle when designing FRET hybridization probes is that a conserved area of approximately 60 nt is needed for the two probes to bind. In highly variable virus genomes this might pose a problem. However, this can be overcome by using an oligonucleotide probe complementary to conserved regions flanking a variable region as described by Pont-Kingdon and Lyon (2005). Binding of the probe brings the two conserved regions together, resulting in the variable region to loop out, thereby omitting variable sequences. If a 60-nt conserved region could not be identified, as was the case for RSV and PIV 2, this technique was successfully applied to overcome this complication. In addition to being highly sensitive and specific, the assay has a turnaround time of <3 h and covers 13 viruses. The test is currently optimized for the Light Cycler 2 but could be transferred to the Light Cycler 480 for 96-well format. For paediatric patients, rapid diagnosis of respiratory tract infections can lead to improved management and reduce unnecessary antibiotic use and length of hospitalization (Barenfanger et al., 2000, Woo et al., 1997). Rapid diagnosis is also imperative in managing nosocomial spread of respiratory viruses to high risk patients e.g. bone marrow transplant patients and cancer recipients (Hohenthal et al., 2001, Miall et al., 2002, Whimbey et al., 1995, Whimbey et al., 1997). In addition, the quantitative application of the assay will contribute to addressing questions on viral pathogenesis and may facilitate investigations of the importance of hMPV, hBoV and coronaviruses when detected by themselves or as co-infections in patients. In conclusion, the findings of the study demonstrate the application of the multiplex real-time PCR assays with FRET hybridization probes to detect respiratory viruses and the associated viral load. The assays may facilitate studies of virus pathogenesis and facilitate investigations of the importance of the respiratory viruses recently identified as causes of acute respiratory tract infections, but also confirm the relevance of a positive PCR finding in acute disease.
  32 in total

1.  Cloning of a human parvovirus by molecular screening of respiratory tract samples.

Authors:  Tobias Allander; Martti T Tammi; Margareta Eriksson; Annelie Bjerkner; Annika Tiveljung-Lindell; Björn Andersson
Journal:  Proc Natl Acad Sci U S A       Date:  2005-08-23       Impact factor: 11.205

2.  A highly sensitive method for the detection and genotyping of West Nile virus by real-time PCR.

Authors:  Dewald Zaayman; Stacey Human; Marietjie Venter
Journal:  J Virol Methods       Date:  2009-01-10       Impact factor: 2.014

3.  Clinical and financial benefits of rapid detection of respiratory viruses: an outcomes study.

Authors:  J Barenfanger; C Drake; N Leon; T Mueller; T Troutt
Journal:  J Clin Microbiol       Date:  2000-08       Impact factor: 5.948

4.  Respiratory syncytial virus load predicts disease severity in previously healthy infants.

Authors:  John P DeVincenzo; Chadi M El Saleeby; Andrew J Bush
Journal:  J Infect Dis       Date:  2005-04-21       Impact factor: 5.226

5.  Respiratory syncytial virus pneumonia in hospitalized adult patients with leukemia.

Authors:  E Whimbey; R B Couch; J A Englund; M Andreeff; J M Goodrich; I I Raad; V Lewis; N Mirza; M A Luna; B Baxter
Journal:  Clin Infect Dis       Date:  1995-08       Impact factor: 9.079

6.  Increased detection of respiratory syncytial virus, influenza viruses, parainfluenza viruses, and adenoviruses with real-time PCR in samples from patients with respiratory symptoms.

Authors:  Alma C van de Pol; Anton M van Loon; Tom F W Wolfs; Nicolaas J G Jansen; Monique Nijhuis; Els Klein Breteler; Rob Schuurman; John W A Rossen
Journal:  J Clin Microbiol       Date:  2007-05-16       Impact factor: 5.948

7.  Respiratory syncytial virus infections in hospitalized infants: association between viral load, virus subgroup, and disease severity.

Authors:  Imène Fodha; Astrid Vabret; Leila Ghedira; Hassen Seboui; Slaheddine Chouchane; John Dewar; Neji Gueddiche; Abdelhalim Trabelsi; Noureddine Boujaafar; François Freymuth
Journal:  J Med Virol       Date:  2007-12       Impact factor: 2.327

8.  Direct molecular haplotyping by melting curve analysis of hybridization probes: beta 2-adrenergic receptor haplotypes as an example.

Authors:  Genevieve Pont-Kingdon; Elaine Lyon
Journal:  Nucleic Acids Res       Date:  2005-06-03       Impact factor: 16.971

9.  Croup is associated with the novel coronavirus NL63.

Authors:  Lia van der Hoek; Klaus Sure; Gabriele Ihorst; Alexander Stang; Krzysztof Pyrc; Maarten F Jebbink; Gudula Petersen; Johannes Forster; Ben Berkhout; Klaus Uberla
Journal:  PLoS Med       Date:  2005-08-23       Impact factor: 11.069

10.  Human bocavirus and acute wheezing in children.

Authors:  Tobias Allander; Tuomas Jartti; Shawon Gupta; Hubert G M Niesters; Pasi Lehtinen; Riikka Osterback; Tytti Vuorinen; Matti Waris; Annelie Bjerkner; Annika Tiveljung-Lindell; Bernadette G van den Hoogen; Timo Hyypiä; Olli Ruuskanen
Journal:  Clin Infect Dis       Date:  2007-02-14       Impact factor: 9.079

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  31 in total

1.  Viral etiology of severe pneumonia among Kenyan infants and children.

Authors:  James A Berkley; Patrick Munywoki; Mwanajuma Ngama; Sidi Kazungu; John Abwao; Anne Bett; Ria Lassauniére; Tina Kresfelder; Patricia A Cane; Marietjie Venter; J Anthony G Scott; D James Nokes
Journal:  JAMA       Date:  2010-05-26       Impact factor: 56.272

2.  Identification of deletion mutant respiratory syncytial virus strains lacking most of the G protein in immunocompromised children with pneumonia in South Africa.

Authors:  Marietjie Venter; Stephanie van Niekerk; Andronica Rakgantso; Nicola Bent
Journal:  J Virol       Date:  2011-06-15       Impact factor: 5.103

3.  Replacement of previously circulating respiratory syncytial virus subtype B strains with the BA genotype in South Africa.

Authors:  Stephanie van Niekerk; Marietjie Venter
Journal:  J Virol       Date:  2011-06-29       Impact factor: 5.103

4.  Real-time detection of influenza a, influenza B, and respiratory syncytial virus a and B in respiratory specimens by use of nanoparticle probes.

Authors:  Paul J Jannetto; Blake W Buchan; Kimberly A Vaughan; Joellen S Ledford; Dennis K Anderson; Donald C Henley; Neil B Quigley; Nathan A Ledeboer
Journal:  J Clin Microbiol       Date:  2010-09-08       Impact factor: 5.948

5.  Application of Nanoscale Materials and Nanotechnology Against Viral Infection: A Special Focus on Coronaviruses.

Authors:  Prathap Somu; Sonali Mohanty; Srishti Chakraborty; Subhankar Paul
Journal:  Adv Exp Med Biol       Date:  2021       Impact factor: 2.622

6.  The role of influenza, RSV and other common respiratory viruses in severe acute respiratory infections and influenza-like illness in a population with a high HIV sero-prevalence, South Africa 2012-2015.

Authors:  Marthi A Pretorius; Stefano Tempia; Sibongile Walaza; Adam L Cohen; Jocelyn Moyes; Ebrahim Variava; Halima Dawood; Mpho Seleka; Orienka Hellferscee; Florette Treurnicht; Cheryl Cohen; Marietjie Venter
Journal:  J Clin Virol       Date:  2015-12-19       Impact factor: 3.168

Review 7.  Using bacterial biomarkers to identify early indicators of cystic fibrosis pulmonary exacerbation onset.

Authors:  Geraint B Rogers; Lucas R Hoffman; Matt W Johnson; Nicole Mayer-Hamblett; Jürgen Schwarze; Mary P Carroll; Kenneth D Bruce
Journal:  Expert Rev Mol Diagn       Date:  2011-03       Impact factor: 5.225

8.  High incidence of multiple viral infections identified in upper respiratory tract infected children under three years of age in Shanghai, China.

Authors:  Guocui Zhang; Yunwen Hu; Hongping Wang; Lu Zhang; Yixi Bao; Xiaoming Zhou
Journal:  PLoS One       Date:  2012-09-07       Impact factor: 3.240

9.  Influenza surveillance among children with pneumonia admitted to a district hospital in coastal Kenya, 2007-2010.

Authors:  Clayton O Onyango; Regina Njeru; Sidi Kazungu; Rachel Achilla; Wallace Bulimo; Stephen R Welch; Patricia A Cane; Rory N Gunson; Laura L Hammitt; J Anthony G Scott; James A Berkley; D James Nokes
Journal:  J Infect Dis       Date:  2012-12-15       Impact factor: 5.226

10.  Simultaneous detection and differentiation of human papillomavirus genotypes 6, 11, 16 and 18 by AllGlo quadruplex quantitative PCR.

Authors:  Daojun Yu; Yu Chen; Shenghai Wu; Baohong Wang; Yi-Wei Tang; Lanjuan Li
Journal:  PLoS One       Date:  2012-11-09       Impact factor: 3.240

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