| Literature DB >> 33921441 |
José G Olveira1, Sandra Souto1, Isabel Bandín1, Carlos P Dopazo1.
Abstract
The nervous necrosis virus (NNV) is a threat to fish aquaculture worldwide, especially in Mediterranean countries. Fast and accurate diagnosis is essential to control it, and viral quantification is required to predict the level of risk of new viral detections in field samples. For both, reverse transcription real-time quantitative polymerase chain reaction (RT-qPCR) is used by diagnostic laboratories. In the present study, we developed an RT-qPCR procedure for the diagnosis and simultaneous quantification of NNV isolates from any of the four genotypes. The method proved to be highly sensitive in terms of crude virus titer: 5.56-9.88 TCID50/mL (tissue culture infectious dose per mL), depending on the viral strain, and averaging 8.8 TCID50/mL or 0.08 TCID50/reaction. Other standards also yielded very low detection limits: 16.3 genome copies (cps) of purified virus per mL, 2.36 plasmid cps/mL, 7.86 in vitro synthetized RNA cps/mL, and 3.16 TCID50/mL of virus from infected tissues. The diagnostic parameters evaluated in fish samples were much higher in comparison to cell culture isolation and nested PCR. In addition, the high repeatability and reproducibility of the procedure, as well as the high coefficient of determination (R2) of all the calibration curves with any type of standard tested, ensure the high reliability of the quantification of NNV using this RT-qPCR procedure, regardless of the viral type detected and from the type of standard chosen.Entities:
Keywords: RT-qPCR; diagnosis; fish virus; quantification standards
Year: 2021 PMID: 33921441 PMCID: PMC8069436 DOI: 10.3390/ani11041100
Source DB: PubMed Journal: Animals (Basel) ISSN: 2076-2615 Impact factor: 2.752
Betanodavirus strains and genome sequences used in this study.
| Accession Number | ||||
|---|---|---|---|---|
| Strain (Genotype) * | Source | Reference | RNA 1 | RNA 2 |
| SJ93Nag (SJNNV) | Striped jack | [ | AB056571 | AB056572 |
| SGWak97 (RGNNV) | Sevenband grouper | [ | NC_008040 | NC_008041 |
| JFIWa98 (BFNNV) | Japanese flounder | [ | NC_013458 | NC_013459 |
| TPKag93 (TPNNV) | Tiger puffer | [ | NC_013460 | NC_013461 |
* Betanodavirus strains obtained from Giusepe Bovo, Fish and Shellfish Pathology Department, OIE Reference Laboratory for Viral Encephalopathy and Retinopathy, Istituto Zooprofilattico Sperimentale delle Venezie, Viale dell’Università 10, 35020 Legnaro, PD, Italy. Viral strains are from each of the 4 genotypes: striped jack nervous necrosis virus (SJNNV), tiger puffer nervous necrosis virus (TPNNV), red-spotted grouper nervous necrosis virus (RGNNV), and barfin flounder nervous necrosis virus (BFNNV).
Sensitivity and dynamic range.
| LOD using as standard 1 |
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| 6 | 6 | 6 | 6 | 6 | |||||
| by RNA concentration (fg/µL) | 0.53 | 0.50 | 0.47 | 0.34 | 0.46 ± 0.08 | ||||||
| As copies/mL | 2.20 × 105 | 2.07 × 105 | 1.94 × 105 | 1.42 × 105 | 1.91 × 105 | ||||||
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| 6 | 6 | 6 | 6 | 6 | |||||
| As TCID50/mL | 9.88 × 100 | 9.88 × 100 | 5.56 × 100 | 9.88 × 100 | 8.80 ± 2.16 | ||||||
| TCID50 per reaction d | 8.89 × 10−2 | 8.89 × 10−2 | 5.00 × 10−2 | 8.89 × 10−2 | 7.92 × 10−2 | ||||||
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| 6 | 6 | 6 | |||||||
| As copies/mL | 1.63 × 101 | 1.63 × 101 | 1.63 × 101 | ||||||||
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| As copies/mL | 2.36 × 100 | ||||||||||
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| As copies/mL | 7.86 × 100 | ||||||||||
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| As TCID50/g | 3.16 × 100 |
() LOD: limit of detection using as standard crude virus RNA () or viral titer (), purified virus (), plasmid DNA (), in vitro transcribed RNA (), or virus from infected fish tissues (). The data are expressed as RNA concentration (fg/µL) (), RNA, pDNA (plasmid DNA), or ivRNA (in vitro transcribed RNA) copies/mL (), or TCID50 (per ml or per g) (), as well as total TCID50 per RT-qPCR reaction (); the copies/mL were determined by the formula γ = n/N × GL × NcMw, where γ is the amount (in g) of nucleic acid, n is the number of copies, N is the Avogadro number (6.022 × 1023), GL is the nucleic acid length in nucleotides, and NcMw is the average molecular weight of a nucleotide. () DR: the dynamic range (number of serial 10-fold dilutions yielding a reliable linear regression). () Values averaged from the data obtained with the different viral types tested (if more than 1): striped jack nervous necrosis virus (SJNNV), tiger puffer nervous necrosis virus (TPNNV), red-spotted grouper nervous necrosis virus (RGNNV), and barfin flounder nervous necrosis virus (BFNNV).
Reliability of the quantification using crude virus as standard.
| A/SJNNV | ||||||
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| Repeat 1 1 | Repeat 2 | Repeat 3 | ||||
| Viral titer 2 | y = −2.9077x + 38.653 | y = −3.0961x + 39.296 | y = −3.0191x + 39.095 | |||
| RNA cps 3 | y = −2.9077x + 51.297 | y = −3.0961x + 52.760 | y = −3.0191x + 52.223 | |||
| R2 = 0.99944 | R2 = 0.9982 | R2 = 0.9963 | ||||
| E = 120.8 5 | E = 110.4 | E = 114.4 | ||||
| General curve: Averaged from all replicas and repeats | ||||||
| Viral titer 2 | y = −3.0076x + 39.015 | |||||
| RNA cps 3 | y = −3.0076x + 52.093 | |||||
| R2 = 0.9990 4/E = 115.0 5 | ||||||
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| Viral titer | y = −2.8715x + 38.044 | y = −3.068x + 38.765 | y = −2.9216x + 38.497 | |||
| RNA cps | y = −2.8715x + 50.452 | y = −3.068x + 52.022 | y = −2.9216x + 51.122 | |||
| R2 = 0.9998 | R2 = 0.9977 | R2 = 0.9896 | ||||
| E = 123.0 | E = 111.8 | E = 119.9 | ||||
| General curve: Averaged from all replicas and repeats | ||||||
| Viral titer | y = −2.9537x + 38.435 | |||||
| RNA cps | y = −2.9537x + 51.198 | |||||
| R2 = 0.9976/E = 118.0 | ||||||
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| Viral titer | y = −2.7064x + 37.007 | y = −2.8921x + 38.521 | y = −2.8662x + 38.509 | |||
| RNA cps | y = −2.7064x + 49.303 | y = −2.8921x + 51.661 | y = −2.8662x + 51.532 | |||
| R2 = 0.9987 | R2 = 0.9997 | R2 = 0.9962 | ||||
| E = 134.1 | E = 121.7 | E = 123.3 | ||||
| General curve: Averaged from all replicas and repeats | ||||||
| Viral titer | y = −2.8216x + 38.012 | |||||
| RNA cps | y = −2.8216x + 50.832 | |||||
| R2 = 0.9993/E = 126.2 | ||||||
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| Viral titer | y = −2.7827x + 36.610 | y = −2.9409x + 38.448 | y = −2.8028x + 37.426 | |||
| RNA cps | y = −2.7827x + 48.183 | y = −2.9409x + 50.679 | y = −2.8028x + 49.082 | |||
| R2 = 0.9996 | R2 = 0.9996 | R2 = 0.9971 | ||||
| E = 128.8 | E = 118.8 | E = 127.4 | ||||
| General curve: Averaged from all replicas and repeats | ||||||
| Viral titer | y = −2.8421x + 37.495 | |||||
| RNA cps | y = −2.8421x + 49.315 | |||||
| R2 = 0.9992/E = 124.8 | ||||||
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| Viral titer | y = −2.8171x + 37.606 | y = −2.9993x + 38.787 | y = −2.9024x + 38.415 | |||
| RNA cps | y = −2.8171x + 49.822 | y = −2.9993x + 51.794 | y = −2.9024x + 51.001 | |||
| R2 = 0.9997 | R2 = 0.9995 | R2 = 0.9963 | ||||
| E = 126.5 | E = 115.5 | E = 121.1 | ||||
| General curve: Averaged from the all replicas and repeats | ||||||
| Viral titer | y = −2.9063x + 38.269 | |||||
| RNA cps | y = −2.9063x + 50.873 | |||||
| R2 = 0.9993/E = 120.8 | ||||||
() Regression lines averaged from 3 replicas, determined for viral titers (TCID50/mL) () and RNA copies/mL () values. The reliability of the curves is given by the coefficient of determination, R2 (), and the efficiency of the amplification, E (); R2 and E are the same in both curves, because the slopes must necessarily be the same given that both share the same threshold (Ct) values. Parts A to E show the results obtained with each VNNV (viral nervous necrosis virus) type: striped jack nervous necrosis virus (SJNNV), tiger puffer nervous necrosis virus (TPNNV), red-spotted grouper nervous necrosis virus (RGNNV), and barfin flounder nervous necrosis virus (BFNNV).
Figure 1Calibration curves using different standards: averaging data from the four strain types. All the data from replicas and repeats were averaged to obtain a general calibration curve for each standard: viral titer (A), RNA copies from crude virus (B) or from purified virus (C), pDNA copies (D), ivRNA (E), or for viral quantification from infected tissues (F).
Reliability of the quantification using purified virus as standard.
| SJNNV | ||||
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| Repeat 1 1 | Repeat 2 | Repeat 3 | ||
| y = −4.1640x + 52.354 2 | y = −3.9732x + 49.753 | y = −4.0359x + 50.384 | ||
| R2 = 0.9974 3 | R2 = 0.9957 | R2 = 0.9958 | ||
| E = 84.2 4 | E = 85.0 | E = 84.5 | ||
| General curve: Averaged from all replicas and repeats | ||||
| y = −4.0577x + 50.830 | ||||
| R2 = 0.9965 | ||||
| E = 84.5 | ||||
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| y = −3.7707x + 47.46 | y = −3.7431x + 47.026 | y = −3.7603x + 47.502 | ||
| R2 = 0.9913 | R2 = 0.9938 | R2 = 0.9847 | ||
| E = 73.8 | E = 78.5 | E = 76.9 | ||
| General curve: Averaged from all replicas and repeats | ||||
| y = −3.7580x + 47.329 | ||||
| R2 = 0.9905 | ||||
| E = 76.4 | ||||
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| y = −4.0760x + 50.727 | y = −3.9559x + 49.127 | y = −4.0325x + 49.958 | ||
| R2 = 0.9970 | R2 = 0.9969 | R2 = 0.9942 | ||
| E = 75.9 | E = 79.0 | E = 77.0 | ||
| General curve: Averaged from all replicas and repeats | ||||
| y = −4.0215x + 49.938 | ||||
| R2 = 0.9962 | ||||
| E = 77.3 | ||||
() Regression lines (from 3 replicas) for RNA (copies/mL) from purified virus (). The reliability of the lines is given by the coefficient of determination R2 () and the amplification efficiency E (). The results obtained with two VNNV (viral nervous necrosis virus) type are shown: striped jack nervous necrosis virus (SJNNV) and red-spotted grouper nervous necrosis virus (RGNNV).
Reliability of the quantification using pDNA as standard.
| Repeat 1 1 | Repeat 2 | Repeat 3 |
|---|---|---|
| y = −3.541x + 36.904 2 | y = −3.6852x + 37,514 | y = −3.6755x + 36.923 |
| R2 = 0.9991 3 | R2 = 0.9999 | R2 = 0.9997 |
| E = 91.6 4 | E = 86.8 | E = 87.1 |
| General curve: averaged from all replicas and repeats | ||
| y = −3.6339x + 37.114 | ||
| R2 = 0.9998 | ||
| E = 88.4 | ||
() Regression lines from 3 replicas for plasmid DNA (pDNA; copies/mL) () values. The reliability of the lines is given by the coefficient of determination R2 () and the amplification efficiency E ().
Reliability of the quantification using ivRNA as standard.
| Repeat 1 1 | Repeat 2 | Repeat 3 |
|---|---|---|
| y = −3.2887x + 36.448 2 | y = −3.3311x + 36.865 | y = −3.3214x + 36.621 |
| R2 = 0.9978 3 | R2 = 0.9965 | R2 = 0.9974 |
| E = 101.4 4 | E = 99.6 | E = 100.0 |
| General curve: averaged from all replicas and repeats | ||
| y = −3.3138x + 36.645 | ||
| R2 = 0.9974 | ||
| E = 100.3 | ||
() Regression lines averaged from 3 replicas, determined for ivRNA (in vitro transcribed RNA) copies/mL () values. The reliability of the lines is given by the coefficient of determination R2 () and the amplification efficiency E ().
Reliability of the quantification of viruses from infected fish tissues: Assay I.
| LR-All dilutions 1 | LR-Except lowest 2 | PR-All dilutions 3 | |||
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| Extraction A | y = −2.2507x + 33.827 | y = −2.9876x + 37.419 | y = −0.4073x2 + 0.3502x + 31.352 | ||
| R2 = 0.9332 4 | R2 = 0.9967 | R2 = 0.9943 | |||
| E = 178.2 5 | E = 116.1 | ||||
| Extraction B | y = −2.1408x + 32.695 | y = −3.0252x + 37.006 | y = −0.4498x2 + 0.7315x + 29.962 | ||
| R2 = 0.8994 | R2 = 0.9982 | R2 = 0.9788 | |||
| E = 193.2 | E = 114.1 | ||||
| Extraction C | y = −2.233x + 33.392 | y = −2.9400x + 36.838 | y = −0.3606x2 + 0.0699x + 31.200 | ||
| R2 = 0.9391 | R2 = 0.9999 | R2 = 0.9880 | |||
| E = 180.4 | E = 118.9 | ||||
| General curve: from all replicas and repeats. and from the 3 extractions | |||||
| y = −2.2047x + 33.288 | y = −2.8843x + 37.088 | y = −0.4076x2 + 0.3987x + 30.810 | |||
| R2 = 0.9247 | R2 = 0.9992 | R2 = 0.9879 | |||
| E = 186.3 | E = 115.1 | ||||
LR: lineal regression using the results with all the dilutions () or excluding the lowest one (). PR: second degree polynomial regression using the results with all the dilutions (). The reliability of the lines is given by the coefficient of determination R2 () and the amplification efficiency E ().
Figure 2Comparison of standard curves. The regression lines with each type of standard averaging the data from the 4 strain types assessed are compared.
Experimentally infected fish: diagnostic characteristics of the viral diagnosis by RT-qPCR, nPCR, and cell culture isolation.
| A/ Strain: RG/SJ 1 | B/ Strain: RG/RG 1 | ||||||||||||||||||||
| Species: Senegalese sole ( | Species: Sea bass ( | ||||||||||||||||||||
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| 1 | 18.22 | 6.90 | + | + | 1 | 4.35 | 11.66 | + | + | ||||||||||||
| 2 | 18.28 | 6.88 | + | + | 2 | 7.10 | 10.72 | + | + | ||||||||||||
| 3 | 20.25 | 6.20 | + | + | 3 | 9.53 | 9.88 | + | + | ||||||||||||
| 4 | 22.07 | 5.57 | + | + | 4 | 9.98 | 9.73 | + | + | ||||||||||||
| 5 | 22.12 | 5.56 | + | + | 5 | 10.18 | 9.66 | + | + | ||||||||||||
| 6 | 23.27 | 5.16 | + | + | 6 | 12.23 | 8.96 | + | + | ||||||||||||
| 7 | 23.34 | 5.14 | + | + | 7 | 14.55 | 8.16 | + | + | ||||||||||||
| 8 | 23.49 | 5.09 | + | + | 8 | 14.67 | 8.12 | + | + | ||||||||||||
| 9 | 24.02 | 4.90 | + | + | 9 | 14.73 | 8.10 | + | + | ||||||||||||
| 10 | 25.28 | 4.47 | - | + | 10 | 15.40 | 7.87 | + | + | ||||||||||||
| 11 | 25.29 | 4.47 | + | + | 11 | 16.10 | 7.63 | + | + | ||||||||||||
| 12 | 25.44 | 4.41 | + | + | 12 | 16.32 | 7.55 | + | + | ||||||||||||
| 13 | 29.12 | 3.15 | + | + | 13 | 16.69 | 7.42 | + | + | ||||||||||||
| 14 | 30.60 | 2.64 | - | + | 14 | 16.97 | 7.33 | + | + | ||||||||||||
| 15 | 30.61 | 2.64 | + | + | 15 | 17.36 | 7.19 | + | + | ||||||||||||
| 16 | 31.31 | 2.40 | - | + | 16 | 17.97 | 6.98 | + | + | ||||||||||||
| 17 | 31.77 | 2.24 | - | + | 17 | 18.16 | 6.92 | + | + | ||||||||||||
| 18 | 31.85 | 2.21 | - | + | 18 | 18.38 | 6.84 | + | + | ||||||||||||
| 19 | 32.83 | 1.87 | - | + | 19 | 18.92 | 6.66 | + | + | ||||||||||||
| 20 | 33.21 | 1.74 | - | - | 20 | 21.67 | 5.71 | + | + | ||||||||||||
| 21 | 33.61 | 1.60 | - | - | 21 | 22.11 | 5.56 | + | + | ||||||||||||
| 22 | 35.11 | 1.09 | - | - | 22 | 25.35 | 4.45 | + | + | ||||||||||||
| C- | - | N/A | - | - | 23 | 27.70 | 3.64 | + | + | ||||||||||||
| C- | - | N/A | - | - | 24 | 28.58 | 3.33 | + | + | ||||||||||||
| C- | - | N/A | - | - | 25 | 29.10 | 3.16 | - | + | ||||||||||||
| C- | - | N/A | - | - | 26 | 29.33 | 3.08 | + | + | ||||||||||||
| 27 | 30.04 | 2.83 | - | + | |||||||||||||||||
| 28 | 32.03 | 2.15 | - | - | |||||||||||||||||
| 29 | 34.33 | 1.36 | - | - | |||||||||||||||||
| C- | - | N/A | - | - | |||||||||||||||||
| C- | - | N/A | - | - | |||||||||||||||||
| C- | - | N/A | - | - | |||||||||||||||||
| C- | - | N/A | - | - | |||||||||||||||||
| C- | - | N/A | - | - | |||||||||||||||||
| A/ | Gold Std: All infected | B/ | Gold Std: All infected | ||||||||||||||||||
| RT- |
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| DSs7 | 1 | 0.591 | 0.864 | 0.864 | DSs | 1 | 0.931 | 0.862 | 0.931 | ||||||||||||
| DSp8 | 1 | 1 | 1 | 1 | DSp | 1 | 1 | 1 | 1 | ||||||||||||
| PPV9 | 1 | 1 | 1 | 1 | PPV | 1 | 1 | 1 | 1 | ||||||||||||
| NPV10 | 1 | 0.308 | 0.571 | 0.571 | NPV | 1 | 0.714 | 0.556 | 0.714 | ||||||||||||
The reverse transcription real-time quantitative polymerase chain reaction (RT-qPCR) () procedure evaluated here was tested on tisue samples of sole (A) and sea bass (B) experimentally infected with strains of types () RG/SJ (red-spotted grouper nervous necrosis virus (RGNNV]/striped jack nervous necrosis virus (SJNNV)) and RG/RG, respectively. The threshold (Ct) values observed (3) and the viral titers (as Log10(TCID50/ml)) (4) deduced from the line y = −0.3438x + 13.161 (extracted from the viral titer standard curve; Table 2) are shown in comparison with isolation in cell culture () (+, isolated; -, not isolated), and with a previously reported nested PCR procedure [22] (+, detected; -, not detected) (); (), diagnostic sensitivity; (), diagnostic specificity; (), predictive positive value; (), predictive negative value.
Assessment of the RT-qPCR procedure in tissues from cultured fish. Comparison with nPCR and cell culture isolation.
| No. of Fish | Common Name | Scientific Name | Sample | RT-qPCR 1 | nPCR 2 | CC 3 |
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| 9 | Turbot |
| Organs/Tissues 4 | - | - | - |
| 32 | Gilt-head seabream |
| Organs/Tissues | 9+ 5 (Ct: 31.02 ± 3.20) 6 | 6+ (Ct: 25−31) | 1+ (Ct: 25.02) |
| 67 | Gilt-head seabream |
| Blood | 1 (Ct: 33) | + | - |
| 36 | Senegalese sole |
| Organs/Tissues | 8+ (Ct: 26.13 ± 10.12) | 3+ (Ct10−22) | 3+ (Ct 10−22) |
| 262 | Senegalese sole |
| Blood | 19+ (Ct: 35.68 ± 0.89) | - | - |
1 The RT-PCR procedure assayed in the present study; 2 the nested polymerase chain reaction (nPCR) evaluated in a previous report [22]; 3 cell culture isolation; 4 organs/tissues: brain and/or kidney, spleen, and heart; 5 number of VNNV positive or negative samples; 6 average threshold (Ct) ± standard deviation; 7 Ct range.