Mass Spectrometric Characterization of Narcolepsy-Associated Pandemic 2009 Influenza Vaccines
Abstract
:1. Introduction
2. Methods
2.1. Vaccines
2.2. Mass Spectrometry (MS)
2.3. Statistical Analysis
2.4. DQ0602 Binding
2.5. Tetramer Analysis
3. Results
3.1. Characterization of Protein Content in Arepanrix and Pandemrix
3.2. Differential Mutation Proportions among Arepanrix and Pandemrix
3.3. DQ0602 Binding of Mutated Motifs in Arepanrix and Pandemrix
3.4. Tetramer Studies of Four Mutated Motifs that Could Have Impacted Narcolepsy Risk
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Conflicts of Interest
References
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Vaccine | Batch | HA (ug/mL) | Type | Origin | Viral Strain |
---|---|---|---|---|---|
Arepanrix | AFLPA328AA | 15 | Vaccine | Canada | X179A |
Arepanrix | AFLPA359AA | 15 | Vaccine | Canada | X179A |
Arepanrix | AFLPA373BA | 15 | Vaccine | Canada | X179A |
Arepanrix | AFLPA319BB | 15 | Vaccine | Canada | X179A |
Arepanrix | SF1B0454CL | 457 | Bulk | GSK | X179A |
Pandemrix | AFLSA208A | 15 | Vaccine | GSK | X179A |
Pandemrix | AFLSA174AA | 15 | Vaccine | France | X179A |
Pandemrix | AFLSFDA280 | 139 | Bulk | GSK | X179A |
Pandemrix | AFLSA167AB | 15 | Vaccine | Sweden | X179A |
Pandemrix | AFLSA097AA | 15 | Vaccine | Sweden | X179A |
Pandemrix | AFLSA096AA | 15 | Vaccine | Sweden | X179A |
Protein | Organism | Pandemrix | Arepanrix | CI95 U ± L | Statistic | p-Value |
---|---|---|---|---|---|---|
Nucleoprotein NP | PR8 | 22.69% (1600) | 30.44% (1092) | 20.8 ± −5.3 | 1.389 | 0.2044 |
Hemagglutinin HA | pH1N1 | 12.9% (894) | 10.66% (420) | 2.9 ± −7.3 | −1.003 | 0.3436 |
Matrix Protein 1 MA1 | PR8 | 10.39% (724) | 9.01% (357) | 1.4 ± −4.1 | −1.197 | 0.2709 |
Neuraminidase NA | pH1N1 | 7.56% (533) | 2.64% (99) | −2.9 ± −7 | −5.997 | 0.0012 |
Polymerase PB2 | PR8 | 1.7% (109) | 2.09% (80) | 1 ± −0.2 | 1.655 | 0.1528 |
Polymerase PA | pH1N1 | 1.81% (124) | 1.34% (56) | 0.5 ± −1.5 | −1.12 | 0.3003 |
Polymerase PB1 | pH1N1 | 1.4% (91) | 1.33% (52) | 0.6 ± −0.7 | −0.266 | 0.7985 |
Nonstructural protein 1 | PR8 | 0.52% (34) | 0.45% (18) | 0.1 ± −0.3 | −0.821 | 0.4404 |
Nuclear export protein | PR8 | 0.11% (10) | 0.26% (11) | 0.4 ± −0.1 | 1.605 | 0.1496 |
Apolipoprotein B | Gallus gallus | 0.16% (11) | 2.07% (87) | 3.2 ± 0.6 | 3.965 | 0.016 |
Vitellogenin−2 | Gallus gallus | 0.12% (8) | 1.15% (47) | 1.5 ± 0.6 | 5.772 | 0.0024 |
Glucose−6−phosphate isomerase | Gallus gallus | 0.49% (35) | 0.87% (31) | 0.7 ± 0 | 2.684 | 0.0442 |
Ovalbumin | Gallus gallus | 0.39% (28) | 0.85% (33) | 0.8 ± 0.1 | 2.872 | 0.02 |
Annexin A2 | Gallus gallus | 0.55% (37) | 0.73% (28) | 0.4 ± 0 | 2.382 | 0.0434 |
Ezrin | Gallus gallus | 0.58% (40) | 0.73% (28) | 0.3 ± 0 | 2.754 | 0.0246 |
Junction plakoglobin | Bos taurus | 0.15% (9) | 0.69% (23) | 1.1 ± 0 | 2.586 | 0.0496 |
Tubulin alpha−1B chain | Bos taurus | 0.88% (60) | 0.54% (21) | −0.1 ± −0.6 | −3.212 | 0.0147 |
Protein Pos (Intial > Mut) | p-Value | T−Stat (CI U ± L) | Mean Proportion% | |
---|---|---|---|---|
Arepanrix | Pandemrix | |||
HA 146 (N > D) | 4.40 × 10−6 | 10.2 (60 ± 38) | 59.7 | 10.7 |
HA 314 (P > Q) | 5.70 × 10−4 | 7.3 (55.6 ± 27) | 44.2 | 2.9 |
HA 420 (R > I) | 4.42 × 10−2 | 2.8 (45 ± 1) | 24.2 | 1.3 |
HA 482 (F > Y) | 8.24 × 10−3 | 4.3 (51.2 ± 12.6) | 38.5 | 6.6 |
M1 49 (R > I) | 3.90 × 10−3 | 4.6 (76.8 ± 23.4) | 79.1 | 29 |
M1 84 (L > P) | 2.24 × 10−2 | −2.9 (−1.2 ± −11.6) | 14.9 | 21.3 |
M1 85 (N > D) | 1.78 × 10−2 | −3.4 (−2.8 ± −19) | 23.5 | 34.4 |
M1 91 (N > D) | 1.66 × 10−2 | 3.1 (13.2 ± 1.8) | 17.7 | 10.3 |
M1 92 (N > D) | 2.61 × 10−3 | 4.2 (7.6 ± 2.2) | 10.2 | 5.3 |
M1 99 (L > M) | 2.12 × 10−2 | 2.8 (11 ± 1.1) | 10.4 | 4.3 |
NP 11 (E > Q) | 2.80 × 10−5 | 7.9 (11.1 ± 6.2) | 10.5 | 1.9 |
NP 257 (T > A) | 5.20 × 10−4 | −6.8 (−4 ± −8.5) | 0.3 | 6.5 |
NP 321 (N > D) | 2.14 × 10−2 | 3.3 (41.8 ± 5.3) | 29.2 | 5.7 |
NP 423 (T > R) | 3.19 × 10−2 | −2.9 (−0.5 ± −7.4) | 0 | 4 |
NP 424 (T > I) | 3.65 × 10−3 | −5.1 (−3.6 ± −10.8) | 0.1 | 7.3 |
NP 432 (N > D) | 1.28 × 10−2 | 3.1 (13.6 ± 2.1) | 17.2 | 9.3 |
NP 469 (E > D) | 1.13 × 10−2 | 3.9 (12.9 ± 2.6) | 11.5 | 3.8 |
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Ambati, A.; Luo, G.; Pradhan, E.; Louis, J.; Lin, L.; Leib, R.D.; Ollila, H.M.; Poiret, T.; Adams, C.; Mignot, E. Mass Spectrometric Characterization of Narcolepsy-Associated Pandemic 2009 Influenza Vaccines. Vaccines 2020, 8, 630. https://doi.org/10.3390/vaccines8040630
Ambati A, Luo G, Pradhan E, Louis J, Lin L, Leib RD, Ollila HM, Poiret T, Adams C, Mignot E. Mass Spectrometric Characterization of Narcolepsy-Associated Pandemic 2009 Influenza Vaccines. Vaccines. 2020; 8(4):630. https://doi.org/10.3390/vaccines8040630
Chicago/Turabian StyleAmbati, Aditya, Guo Luo, Elora Pradhan, Jacob Louis, Ling Lin, Ryan D. Leib, Hanna Maria Ollila, Thomas Poiret, Christopher Adams, and Emmanuel Mignot. 2020. "Mass Spectrometric Characterization of Narcolepsy-Associated Pandemic 2009 Influenza Vaccines" Vaccines 8, no. 4: 630. https://doi.org/10.3390/vaccines8040630
APA StyleAmbati, A., Luo, G., Pradhan, E., Louis, J., Lin, L., Leib, R. D., Ollila, H. M., Poiret, T., Adams, C., & Mignot, E. (2020). Mass Spectrometric Characterization of Narcolepsy-Associated Pandemic 2009 Influenza Vaccines. Vaccines, 8(4), 630. https://doi.org/10.3390/vaccines8040630