Submitted:
22 June 2023
Posted:
23 June 2023
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Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Study Population
2.2. Protein Construct Design, Expression, and Purification
2.3. Development and Optimization of the ELISA-Based Protocol
2.4. Validation of the ELISA-Based Protocol
- Accuracy: Low, medium, and high titers of National Institute of Health-provided standard serum were serially diluted 2-fold from 1:200 to 1:6,400. All experiments were performed in duplicate for each concentration. The average optical density values were plotted against the antiserum concentrations, and the r2 values were derived by correlating the calculated antibody titers against the three RSV antigens.
- Precision: One sample was used from each age group. A total of five samples was diluted 2-fold from 1:200 to 1:25,600. The experiment was performed six times for each sample concentration, and the coefficient of variation (CV) was calculated.
- Specificity: All 150 samples were adsorbed with each of the three homologous/heterologous RSV antigens (10 μg/mL of DS-Cav1, SC-TM, and G protein) for an hour with gentle shaking (300 rpm) at RT following which the antibody titers were measured. Post-adsorption titers were compared with pre-adsorption titers. Cross-reactivity was determined based on whether the antibody titers were significantly lower after adsorption. Because RSV infection is mainly prevalent in young children, and also because antibody specificity might be affected by the difference in the duration of time elapsed since the last RSV infection among the age groups studied, we investigated whether there was a difference in the antibody specificity based on age.
2.5. Correlation of Antibody Titers Determined by ELISA with Neutralizing Antibody Titers
2.6. Statistical Analyses
3. Results
3.1. Development and Optimization of ELISA-Based Protocol
3.2. Validation of the ELISA-Based Protocol
3.3. Correlation with Neutralizing Antibody Titers
4. Discussion
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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| DS-Cav1 (5 μg/ml) | |||||||
| Dilution factor | r2 | ||||||
| 1:200 | 1:400 | 1:800 | 1:1600 | 1:3200 | 1:6400 | ||
| Reference sera | 2.519 | 1.9658 | 1.4659 | 0.9846 | 0.7047 | 0.42405 | 0.9045 |
| Low titer sera | 2.2103 | 1.5678 | 1.0532 | 0.6568 | 0.46605 | 0.3265 | 0.9603 |
| Medium titer sera | 2.3991 | 1.70445 | 1.161 | 0.73195 | 0.4868 | 0.43985 | 0.9629 |
| High titer sera | 2.6452 | 2.1615 | 1.70685 | 1.21075 | 0.84935 | 0.56785 | 0.87 |
| SC-TM (2.5 μg/ml) | |||||||
| Dilution factor | R2 | ||||||
| 1:200 | 1:400 | 1:800 | 1:1600 | 1:3200 | 1:6400 | ||
| Reference sera | 2.83735 | 2.38555 | 1.8442 | 1.2892 | 0.85635 | 0.63475 | 0.8603 |
| Low titer sera | 2.34215 | 1.73725 | 1.2267 | 0.82085 | 0.4996 | 0.37665 | 0.9355 |
| Medium titer sera | 2.64995 | 2.1299 | 1.50995 | 1.037 | 0.66725 | 0.5086 | 0.9051 |
| High titer sera | 2.8413 | 2.41785 | 1.90155 | 1.34495 | 0.966 | 0.6745 | 0.8514 |
| G protein (5 μg/ml) | |||||||
| Dilution factor | R2 | ||||||
| 1:200 | 1:400 | 1:800 | 1:1600 | 1:3200 | 1:6400 | ||
| Reference sera | 1.01015 | 0.70585 | 0.4602 | 0.2764 | 0.16345 | 0.10335 | 0.9777 |
| Low titer sera | 1.14245 | 0.86765 | 0.6395 | 0.40675 | 0.2446 | 0.13945 | 0.9512 |
| Medium titer sera | 0.81455 | 0.5709 | 0.34935 | 0.2087 | 0.12385 | 0.0763 | 0.9797 |
| High titer sera | 0.97235 | 0.68775 | 0.44775 | 0.2775 | 0.1618 | 0.10215 | 0.9760 |
| Aged < 5 years | Aged 5–18 years | Aged 19–49 years | Aged 50–64 years | Aged ≥ 65 years | |||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Antigen | DF | OD (mean ± SD) |
CV (%) | OD (mean ± SD) |
CV (%) | OD (mean ± SD) |
CV (%) | OD (mean ± SD) |
CV (%) | OD (mean ± SD) |
CV (%) |
| DS-Cav1 | 1:200 | 1.105 ± 0.005 | 0.443 | 1.177 ± 0.020 | 1.685 | 1.230 ± 0.015 | 1.251 | 0.807 ± 0.012 | 1.505 | 1.187 ± 0.015 | 1.258 |
| 1:400 | 0.704 ± 0.009 | 1.218 | 0.894 ± 0.020 | 2.235 | 0.959 ± 0.012 | 1.247 | 0.542 ± 0.011 | 2.1 | 0.897 ± 0.021 | 2.291 | |
| 1:800 | 0.454 ± 0.010 | 2.196 | 0.690 ± 0.010 | 1.498 | 0.724 ± 0.009 | 1.223 | 0.353 ± 0.008 | 2.206 | 0.671 ± 0.014 | 2.016 | |
| 1:1600 | 0.278 ± 0.002 | 0.864 | 0.478 ± 0.012 | 2.567 | 0.514 ± 0.014 | 2.811 | 0.220 ± 0.005 | 2.241 | 0.502 ± 0.016 | 3.137 | |
| 1:3200 | 0.169 ± 0.004 | 2.623 | 0.317 ± 0.010 | 3.106 | 0.347 ± 0.012 | 3.548 | 0.138 ± 0.002 | 1.805 | 0.360 ± 0.005 | 1.414 | |
| 1:6400 | 0.108 ±0.003 | 3.046 | 0.200 ± 0.006 | 3.129 | 0.228 ± 0.007 | 2.892 | 0.090 ± 0.003 | 2.933 | 0.243 ± 0.006 | 2.506 | |
| 1:12800 | 0.072 ± 0.002 | 2.749 | 0.125 ± 0.005 | 3.881 | 0.145 ± 0.008 | 5.202 | 0.063 ± 0.002 | 3.014 | 0.159 ± 0.006 | 3.559 | |
| 1:25600 | 0.058 ± 0.002 | 3.354 | 0.088 ± 0.004 | 4.634 | 0.103 ± 0.005 | 4.526 | 0.052 ± 0.003 | 6.283 | 0.109 ± 0.004 | 3.751 | |
| SC-TM | 1:200 | 1.167 ± 0.011 | 0.982 | 1.343 ± 0.008 | 0.571 | 1.298 ± 0.027 | 2.069 | 0.962 ± 0.012 | 1.296 | 0.779 ± 0.012 | 1.567 |
| 1:400 | 0.731 ± 0.021 | 2.877 | 1.088 ± 0.014 | 1.259 | 0.983 ± 0.019 | 1.938 | 0.666 ± 0.006 | 0.918 | 0.439 ± 0.011 | 2.484 | |
| 1:800 | 0.484 ± 0.006 | 1.304 | 0.870 ± 0.020 | 2.276 | 0.728 ± 0.020 | 2.747 | 0.449 ± 0.005 | 1.004 | 0.288 ± 0.005 | 1.670 | |
| 1:1600 | 0.304 ± 0.009 | 2.857 | 0.644 ± 0.010 | 1.604 | 0.530 ± 0.008 | 1.585 | 0.291 ± 0.009 | 3.104 | 0.185 ± 0.006 | 3.237 | |
| 1:3200 | 0.188 ± 0.005 | 2.417 | 0.430 ± 0.013 | 2.980 | 0.353 ± 0.008 | 2.318 | 0.185 ± 0.007 | 3.829 | 0.121 ± 0.001 | 1.030 | |
| 1:6400 | 0.120 ± 0.007 | 6.035 | 0.273 ± 0.006 | 2.282 | 0.236 ± 0.003 | 1.061 | 0.117 ± 0.005 | 4.240 | 0.083 ± 0.001 | 1.438 | |
| 1:12800 | 0.080 ± 0.004 | 4.865 | 0.166 ± 0.006 | 3.481 | 0.151 ± 0.004 | 2.600 | 0.081 ± 0.005 | 5.856 | 0.062 ± 0.001 | 2.237 | |
| 1:25600 | 0.061 ± 0.003 | 5.454 | 0.111 ± 0.003 | 2.761 | 0.105 ± 0.003 | 3.007 | 0.062 ± 0.007 | 10.717 | 0.052 ± 0.002 | 3.524 | |
| G protein | 1:200 | 0.657 ± 0.020 | 2.987 | 0.199 ± 0.016 | 8.001 | 0.964 ± 0.032 | 3.355 | 0.746 ± 0.031 | 4.172 | 1.490 ± 0.028 | 1.904 |
| 1:400 | 0.394 ± 0.010 | 2.508 | 0.107 ± 0.010 | 9.189 | 0.600 ± 0.023 | 3.852 | 0.434 ± 0.002 | 5.154 | 1.262 ± 0.038 | 2.985 | |
| 1:800 | 0.236 ± 0.008 | 3.227 | 0.071 ± 0.007 | 9.943 | 0.430 ± 0.015 | 3.424 | 0.285 ± 0.025 | 8.754 | 1.036 ± 0.044 | 4.230 | |
| 1:1600 | 0.136 ± 0.003 | 2.274 | 0.050 ± 0.003 | 6.295 | 0.267 ± 0.009 | 3.284 | 0.170 ± 0.014 | 8.251 | 0.821 ± 0.046 | 5.596 | |
| 1:3200 | 0.086 ± 0.005 | 6.356 | 0.039 ± 0.001 | 2.807 | 0.156 ± 0.006 | 4.006 | 0.105 ± 0.008 | 8.026 | 0.579 ± 0.038 | 6.544 | |
| 1:6400 | 0.061 ± 0.003 | 4.572 | 0.035 ± 0.001 | 2.674 | 0.098 ± 0.002 | 2.385 | 0.069 ± 0.004 | 5.475 | 0.363 ± 0.034 | 9.427 | |
| 1:12800 | 0.051 ± 0.006 | 11.501 | 0.033 ± 0.001 | 2.646 | 0.065 ± 0.002 | 2.849 | 0.049 ± 0.002 | 3.124 | 0.219 ± 0.020 | 8.971 | |
| 1:25600 | 0.041 ± 0.002 | 5.743 | 0.034 ± 0.001 | 2.795 | 0.047 ± 0.002 | 3.347 | 0.040 ± 0.001 | 3.521 | 0.134 ± 0.012 | 9.003 | |
| Coated protein | DS-Cav1 | SC-TM | G protein | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Inhibitor (10 μg/mL) |
None | DS-Cav1 | SC-TM | G protein | None | DS-Cav1 | SC-TM | G protein | None | DS-Cav1 | SC-TM | G protein | |
| Aged < 5 years | EU/ml | 115.0 | 83.3 | 78.2 | 122.9 | 153.3 | 35.8 | 30.8 | 113.7 | 117.3 | 53.5 | 49.2 | 22.4 |
| % | - | 72.5 | 68.0 | 106.9 | - | 23.3 | 20.1 | 74.2 | - | 45.6 | 42.0 | 19.1 | |
| Aged 5–18 years | EU/ml | 193.8 | 73.0 | 67.3 | 121.6 | 148.4 | 69.3 | 65.7 | 122.5 | 78.8 | 44.1 | 41.9 | 17.3 |
| % | - | 37.7 | 34.7 | 62.8 | - | 46.7 | 44.2 | 82.5 | - | 56.0 | 53.2 | 22.0 | |
| Aged 19–49 years | EU/ml | 118.8 | 45.2 | 60.5 | 114.0 | 121.1 | 73.4 | 60.6 | 130.7 | 101.9 | 89.0 | 77.3 | 28.2 |
| % | - | 38.1 | 51.0 | 96.0 | - | 60.6 | 50.0 | 108.0 | - | 87.4 | 75.9 | 27.6 | |
| Aged 50–64 years | EU/ml | 122.7 | 65.7 | 84.0 | 107.7 | 107.0 | 88.0 | 61.1 | 120.4 | 134.3 | 145.8 | 132.1 | 42.3 |
| % | - | 53.5 | 68.5 | 87.8 | - | 82.3 | 57.1 | 112.6 | - | 108.6 | 98.4 | 31.5 | |
| Aged ≥ 65 years | EU/ml | 113.7 | 62.2 | 75.6 | 127.2 | 84.1 | 71.4 | 43.5 | 95.2 | 165.8 | 172.4 | 157.0 | 36.1 |
| % | - | 54.7 | 66.5 | 111.9 | - | 84.8 | 51.8 | 113.2 | - | 104.0 | 94.7 | 21.8 | |
| Average | EU/ml | 132.8 | 65.9 | 73.1 | 118.7 | 122.8 | 67.6 | 52.3 | 116.5 | 119.6 | 101.0 | 91.5 | 29.3 |
| % | - | 49.6 | 55.1 | 89.4 | - | 55.0 | 42.6 | 94.9 | - | 84.4 | 76.5 | 24.5 | |
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