| Literature DB >> 29228581 |
Yong Yan1, Jian-Yong Luo1, Yin Chen2, Heng-Hui Wang1, Guo-Ying Zhu1, Pei-Yan He1, Jin-Lei Guo1, Yong-Liang Lei3, Zhong-Wen Chen1.
Abstract
We utilized one-step multiplex reverse transcription-PCR (RT-PCR) and Luminex xMAP technology to develop a respiratory multiplex liquid-chip assay (rMLA) for simultaneous detection of 6 common respiratory viruses, including influenza virus type A (FluA) and type B (FluB), para-influenza virus type 3 (PIV-3), respiratory syncytial virus (RSV), human metapneumovirus (MPV) and a threatening virus to China, Middle East Respiratory Syndrome coronavirus (MERS-CoV). Performance of rMLA was evaluated by comparing with real-time RT-PCR. Detection data from clinical specimens showed that the rMLA had diagnostic sensitivities of 97.10% for FluA, 94.59% for FluB, 98.68% for PIV-3, 94.87% for RSV and 95.92% for MPV (No Data for MERS-CoV due to the lack of positive specimens). Data of analytical sensitivities showed that the detection limits of the rMLA assay were 5-25 viral RNA copies per μl for FluA, FluB, PIV-3 and MERS-CoV, approximate to the real-time RT-PCR assay; while the values were 8 and 22copies/μl for MPV and RSV, lower than the real-time RT-PCR(78 and 114 copies/μl respectively). The results indicated that the rMLA is a sensitive, specific detection tool and comparable to real-time RT-PCR, especially suitable for high-throughput detection of respiratory specimens.Entities:
Keywords: Luminex; multiplex detection; real-time RT-PCR; respiratory virus; xMAP
Year: 2017 PMID: 29228581 PMCID: PMC5722533 DOI: 10.18632/oncotarget.18533
Source DB: PubMed Journal: Oncotarget ISSN: 1949-2553
Figure 1Comparison of the analytical sensitivity of the two assays developed in this study
Viral in vitro RNA transcripts of six targets were used as standards. The concentrations of each target in standard curves were expressed in log10 copies/μl versus the median fluorescence intensity(MFI) values of Luminex-based rMLA assay (A) or the threshold cycle(C) values of real-time RT-PCR assay (B).
Figure 2Analytical specificity of the Luminex-based rMLA assay
The specificity analysis was carried out with viral RNA from positive samples of influenza A virus seasonal H1N1 and H3N2, H1N1 pdm 2009, H7N9 2013, influenza B virus Yamagata and Victoria lineage, PIV1, PIV3, RSV-A, RSV-B, MPV, AdV, HBov, Cov OC43, EV71, and positive controls(PC) of 105 viral copies/μl for each target. Two random mixtures of positive controls, PC-Mix1 and PC-Mix2, were used to analyze multi-target detection capacity for co-infection samples briefly. Free-Rnase water was used as a blank control . Biotin-labelled RT-PCR products of samples or controls (x axis) were identified by bead-coupled capture probes (z axis) and showed by the MFI values (y axis).
Diagnostic sensitivity and specificity of the Luminex-based rMLA and the real-time RT-PCR assaya
| Target | Lab | rMLA assay | Real-time RT-PCR assayc | ||||||
|---|---|---|---|---|---|---|---|---|---|
| + | - | Sensitivity (%) | Specificity (%) | + | - | Sensitivity(%) | Specificity(%) | ||
| FluA | + | 234 | 7 | 97.10 | 96.15 | 232 | 9 | 96.27 | 96.15 |
| - | 2 | 50 | 2 | 50 | |||||
| FluB | + | 105 | 6 | 94.59 | 100.00 | 104 | 7 | 93.69 | 100.00 |
| - | 0 | 46 | 0 | 46 | |||||
| PIV3 | + | 75 | 1 | 98.68 | 96.49 | 73 | 3 | 96.05 | 98.25 |
| - | 2 | 55 | 1 | 56 | |||||
| RSV | + | 37 | 2 | 94.87 | 97.14 | 35 | 4 | 89.74 | 94.29 |
| - | 1 | 34 | 2 | 33 | |||||
| MPV | + | 47 | 2 | 95.92 | 100.00 | 45 | 4 | 91.84 | 96.97 |
| - | 0 | 33 | 1 | 32 | |||||
aPlus mark, Positive; minus mark, Negative. bLaboratory diagnostic methods used previously, adopting in-house monoplex real-time RT-PCR. cRepresenting the two-panel multiplex real-time RT-PCR assay developed in this study.
Consistency in diagnostic performence of the rMLA and real-time RT-PCR assaya
| Target | Real-time RT-PCRb | rMLA | Accordance | Kappa | Approx. Sig. | |
|---|---|---|---|---|---|---|
| + | - | |||||
| FluA | + | 234 | 0 | 99.32 | 0.979 | 0.000 |
| - | 2 | 57 | ||||
| FluB | + | 104 | 0 | 99.36 | 0.986 | 0.000 |
| - | 1 | 52 | ||||
| PIV3 | + | 74 | 1 | 97.74 | 0.954 | 0.000 |
| - | 2 | 56 | ||||
| RSV | + | 36 | 1 | 95.95 | 0.919 | 0.000 |
| - | 2 | 35 | ||||
| MPV | + | 45 | 1 | 96.34 | 0.925 | 0.000 |
| - | 2 | 34 | ||||
aPlus mark, Positive; minus mark, Negative. bRepresenting the two-panel multiplex real-time RT-PCR assay developed in this study.
Cost-effectiveness comparison of the rMLA and real-time RT-PCR assay
| Assays | Time/plate | Time (2 plates) | Cost/reactiona | Cost(2 plates)a |
|---|---|---|---|---|
| Real-time RT-PCRb | ||||
| RNA extraction | 40 min | 80 min | $6.25 | $1,200.00 |
| First RT-PCR Panel 1 (25 μl) and analysis | 90 min | 90 min | $3.31 | $318.00 |
| TaKaRa One Step RT-PCR reagents | $0.78 | |||
| Primers (forward and reverse, 3 targets) | $0.19 | |||
| TaqMan fluorescent probes (3 targets) | $2.34 | |||
| First RT-PCR Panel 2 (25 μl) and analysis | 90 min | $3.31 | $318.00 | |
| Second RT-PCR Panel 1 (25 μl) and analysis | 90 min | $318.00 | ||
| Second RT-PCR Panel 2 (25 μl) and analysis | 90 min | $318.00 | ||
| Total | 130 min | 440 min | $12.88 | $2,472.00 |
| rMLA | ||||
| RNA extraction | 40 min | 80 min | $6.25 | $1,200.00 |
| RT-PCR (25 μl volume) | 90 min | 90 min | $1.72 | $330.00 |
| TaKaRa One Step RT-PCR reagents | $0.78 | |||
| Primers (biotin-forward and reverse, 6 targets) | $0.94 | |||
| Luminex analysis (hybridization &.Reading data) | 60 min | 90 min | ||
| Capture probes (6 targets) &. hybridizatio reagents | $5.47 | $1,050.00 | ||
| Total | 190 min | 260 min | $13.44 | $2,580.00 |
aBased on the purchase prices in China in 2015 and the condition of an ordinary lab with only one standard PCR, a real-time PCR and a Luminex instrument. These do not include costs for common lab reagents, disposables, instruments and labor.
bRepresenting the two-panel multiplex real-time RT-PCR assay developed in this study.
Positive controls used in this study
| Positive control | Sequence(5′–3′) | Reference seq ID and positiona |
|---|---|---|
| FluA-PC | GAAAGAACACAGATCTTGAGGCTCTCA | KP317439:101-300 |
| FluB-PC | TGGAGGATGAAGAAGATGGCCATCGGAT | KT223814:707-860 |
| PIV3-PC | CACAGGAAGCATTGTATCATCTGT | KJ672618:8181-8300 |
| RSV-PC | TGGGGCAAATATGGAAACATACG | KP317953:3251-3380 |
| MPV-PC | ATGTCTCTTCAAGGGATTCAC | KJ627435:1-138 |
| mrsCoV-PC | CCACTGTTTTCGTGCCTG | KP209307:27441-27570 |
aReference seq ID is accession No. of the sequence in NCBI GenBank.
PCR primers, Taqman probes and capture probes used in this study
| Target | Primer or Probea | Sequence(5′-3′)b | Reference seq and positionc | Modification | Reaction |
|---|---|---|---|---|---|
| FluA Matrix protein(M) | FluA-F/FluA-F+ | GACCRATCYTGTCACCTCTGAC | KP317439:146-167 | FluA-F+:5′-Biotin | 0.5 |
| FluA-R | GGGCATTYTGGACAAAKCGTCTACG | KP317439:226-250 | 0.5 | ||
| FluA-P | TGCAGTCCTCGCTCACTGGGCACG | KP317439:201-224(-) | 5′-FAM,3′-BHQ1 | 0.25 | |
| FluA-P+ | AGTCCTCGCTCACTGGGCAC | KP317439:204-223(-) | 5′-linker-bead(#34) | 0.25 | |
| FluB Nuclear Export Protein (NEP) gene | FluB-F/FluB-F+ | TCCTCAACTCACTCTTCGAGCG | KT223814:734-755 | FluB-F+:5′-Biotin | 0.5 |
| FluB-R | CGGTGCTCTTGACCAAATTGG | KT223814:816-836 | 0.5 | ||
| FluB-P | CCAATTCGAGCAGCTGAAACTGCGGTG | KT223814:778-804 | 5′-HEX,3′-BHQ1 | 0.25 | |
| FluB-P+ | CCAATTCGAGCAGCTGAAACTG | KT223814:778-799 | 5′-linker-bead(#42) | 0.25 | |
| PIV3 Nucleoprotein(N) gene | PIV3-F/PIV3-F+ | GGAAGCATTGTRTCATCTGTC | KJ672618:8185-8205 | PIV3-F+:5′-Biotin | 0.6 |
| PIV3-R | TCGGATRGCCAGCTCGT | KJ672618:8273-8289(-) | 0.6 | ||
| PIV3-p | ACCCAGTMATAACTTACTCAACAGC | KJ672618:8234-8258 | 5′-ROX,3′-BHQ1 | 0.3 | |
| PIV3-p+ | ACCCAGTMATAACTTACTCAACA | KJ672618:8234-8256 | 5′-linker-bead(#21) | 0.3 | |
| RSV Matrix protein(M) | RSV-F/RSV-F+ | GCAAATATGGAAACATACGTGAACA | KP317953:3255-3279 | RSV-F+:5′-Biotin | 0.5 |
| RSV-R | GCACCCATATTGTWAGTGATGCA | KP317953:3347-3369(-) | 0.5 | ||
| RSV-P | CTTCACGAGGGCTCCACATACACAGC | KP317953:3282-3307 | 5′-FAM,3′-BHQ1 | 0.25 | |
| RSV-P+ | AGGGCTCCACATACACAGC | KP317953:3289-3307 | 5′-linker-bead(#26) | 0.25 | |
| MPV Nucleoprotein(N) gene | MPV-F/MPV-F+ | TCTCTTCAAGGGATTCACCT | KJ627435:4-23 | MPV-F+:5′-Biotin | 0.48 |
| MPV-R | GTTATTTCTTGTTGCAATGATGA | KJ627435:112-134(-) | 0.48 | ||
| MPV-P | CATGCYATATTAAAAGAGTCTCARTAC | KJ627435:43-69 | 5′-HEX,3′-BHQ1 | 0.24 | |
| MPV-P+ | CATGCYATATTAAAAGAGTCTCA | KJ627435:43-69 | 5′-linker-bead(#48) | 0.24 | |
| MERS-CoV upstream of E protein(upE) region | mrsCoV-F/mrsCoV-F+ | GCAACGCGCGATTCAGTT | KP209307:27458-27475 | mrsCoV-F+:5′-Biotin | 0.5 |
| mrsCoV-R | GCCTCTACACGGGACCCATA | KP209307:27530-27549(-) | 0.5 | ||
| mrsCoV-P | CTCTTCACATAATCGCCCCGAGCTCG | KP209307:27477-27502 | 5′-ROX,3′-BHQ1 | 0.25 | |
| mrsCoV-P+ | CTCTTCACATAATCGCCCCGAGC | KP209307:27477-27497 | 5′-linker-bead(#62) | 0.25 |
aF,R,P respectively represents forward primer, reverse primer and TaqMan probe used for real-time RT-PCR. Modified forward primer(F+) and capture probe(P+),with plus mark, only used for Luminex-based rMLA.bDegenerate bases: R,A or G; Y,C or T; K, T or G; M, A or C; W, A or T. cReference seq ID is accession number of the sequence in NCBI GenBank. Sequence with minus mark is antisense.