In Vivo Safety Characterization of Injectable Amidated TEMPO-Oxidized Cellulose Nanofiber Hydrogel Vaccine Formulations in Farmed Atlantic Salmon (Salmo salar L.)
Abstract
1. Introduction
2. Materials and Methods
2.1. Preparation of Vaccine Using CNM Matrices as an Adjuvant
2.1.1. Bacterin Production
2.1.2. Amidated TEMPO-Oxidized CNF Production
2.2. In Vivo Evaluation of Amidated TO-CNF in Atlantic Salmon
2.2.1. In Vivo Study
2.2.2. Observed Biometrics
2.2.3. External and Internal Gross Examination
2.2.4. Histopathology
2.3. Exploratory Examination of In Vivo Immune Markers in Atlantic Salmon
2.3.1. Real-Time qPCR Assay
2.3.2. Serological Antigen Specific Antibody Response by Indirect ELISA
2.4. Examining In Vitro Characteristics of Amidated TO-CNF Hydrogel Formulations
2.4.1. Mechanical Properties: Rheology
2.4.2. Structural Properties: Scanning Electron Microscopy
2.4.3. Chemical Properties: Fourier Transform Infrared Spectroscopy
2.5. Calculations and Statistical Analysis
3. Results
3.1. Amidated TO-CNF Hydrogels Are Associated with Reagent-Loading-Dependent Adverse Outcomes in Atlantic Salmon
3.2. Fish Growth Metrics Were Largely Maintained over the Study Period
3.3. Macroscopic and Microscopic Pathology Indicate Formulation-Associated Side Effects
3.3.1. External Gross Pathology
3.3.2. Internal Gross Pathology
3.3.3. Comparative Histopathological Scoring of Body Wall and Coelom
3.3.4. Exploratory Relative Expression of Immunoglobulin Genes Following Vaccination
3.3.5. Serological Antigen-Specific Antibody Response by Indirect ELISA
3.4. Physicochemical Characterization Indicates Differences in Structural Behavior and Potential Chemical Residuals in Amidated TO-CNF Formulations
3.4.1. Shear-Thinning Flow Behavior of TO-CNF Formulations by Rheology
3.4.2. Structural Differences in TO-CNF Formulations by SEM
3.4.3. Qualitative FT-IR Assessment of Chemical Features in TO-CNF Formulations
4. Discussion
5. Conclusions
6. Limitations of the Study
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| TO-CNF | 2,2,6,6-tetramethylpiperidine-1-oxyl radical (TEMPO)-mediated cellulose nanofibers |
| CNM | cellulose nanomaterials |
| CNF | cellulose nanofibers |
| FBR | foreign body response |
| ELISA | enzyme-linked immunosorbent assay |
| HR | hazard ratio |
| CI | confidence interval |
| M-H | Mantel-Haenszel hazard ratio |
| B | bacterin |
| Df | degrees of freedom |
| DPBS | Dulbecco’s phosphate-buffered saline |
| ODA | octadecylamine |
| DMF | dimethylformamide |
| EDC | -ethyl-3-(3-dimethylaminopropyl) carbodiimide hydrochloride |
| NHS | N-Hydroxysuccinimide |
| ANOVA | analysis of variance |
| SGR | specific growth rate |
| SS | sum of squares |
| MS | mean square |
| SEM | scanning electron microscopy |
| FT-IR | Fourier transform infrared spectroscopy |
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| Formulation Name | TO-CNF Modification | Modification Difference | Sonication | Purification | Antigen (Bacterin) | Intended Role |
|---|---|---|---|---|---|---|
| Sham (DPBS) | None | N/A | No | None | No | Negative control |
| DPBS + Bacterin | None | N/A | No | None | Yes | Antigen control |
| Unmodified TO-CNF + Bacterin | Unmodified | N/A | No | None | Yes | Material control |
| 1× ALL TO-CNF + Bacterin | Amidation | Baseline reagent loading (1×) | Yes | Washed and Dialyzed | Yes | Baseline amidation |
| 2× ODA TO-CNF + Bacterin | Amidation | Increased ODA + DMF (2×) | Yes | Washed and Dialyzed | Yes | Increased hydrophobicity |
| 2× EDC TO-CNF + Bacterin | Amidation | Increased EDC + NHS (2×) | Yes | Washed and Dialyzed | Yes | Increased coupling density |
| Commercial oil-adjuvanted vaccine | None | N/A | No | None | Yes | Positive control |
| Genes | Component | Sequences (5′–3′) | Gene Accession No | Product Size | Reference |
|---|---|---|---|---|---|
| IgM | Forward Reverse | AGGCGGAAATTCCCTGACTG CACGGAGTTGACTGACTCCC | Y12457.1 | 83 | (Habte-Tsion et al., 2024) [45] |
| IgD | Forward Reverse | CGTCTACTCCATCGCTCCAC TTTGGCGTCATACGCAGAGT | AF141607.1 | 104 | (Habte-Tsion et al., 2024) [45] |
| IgT | Forward Reverse | CAAAGGGCAACCTGAACAGC GAACGACCGGTGTGTCTTCA | GQ907004.1 | 117 | (Habte-Tsion et al., 2024) [45] |
| β-actin | Forward Reverse | CCAAAGCCAACAGGGAGAA AGGGACAACACTGCCTGGAT | BG933897 | 102 | (Olsvik et al., 2011) [47] |
| Formulation | % Cumulative Incidence (No. Morts/No. Total) | % Cumulative Survival (No. Censored/No. Total) | M-H Hazard Ratio (95% CI) x2 (df), p-Value |
|---|---|---|---|
| Sentinel (Unvaccinated) | 0 (0/120) | 100 (120/120) | 0.0498 (0.00078–3.183) 2.000 (1), p = 0.3173 |
| DPBS Only (Sham Negative Control) | 0 (0/60) | 100 (60/60) | 0.1353 (0.0027–6.821) 1.000 (1), p = 0.3173 |
| DPBS + Bacterin (Antigen Control) | 0 (0/20) | 100 (20/20) | 0.2636 (0.0029–24.36) 0.333 (1), p = 0.5637 |
| Unmodified TO-CNF + Bacterin (Material Control) | 0 (0/60) | 100 (60/60) | 0.1353 (0.0027–6.821) 1.000 (1), p = 0.3173 |
| 1× ALL TO-CNF + Bacterin | 5.0 (3/60) | 95 (57/60) | 2.719 (0.383–19.300) 0.9748 (1) p = 0.3235 |
| 2× ODA TO-CNF + Bacterin | 16.7 (10/60) | 83.3 (50/60) | 5.461 (1.670–17.860) 7.728 (1) p = 0.0054 |
| 2× EDC TO-CNF + Bacterin | 18.3 (11/60) | 81.7 (49/60) | 5.713 (1.830–17.830) 8.828 (1) p = 0.0030 |
| Commercial oil-adjuvanted vaccine (Positive Control) | 1.7 (1/60) | 98.3 (59/60) | Referent |
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Turner, S.M.; Mason, M.; Holbrook, J.A.; Hong, J.; Sidor, I.F.; Bouchard, D.A. In Vivo Safety Characterization of Injectable Amidated TEMPO-Oxidized Cellulose Nanofiber Hydrogel Vaccine Formulations in Farmed Atlantic Salmon (Salmo salar L.). Vaccines 2026, 14, 313. https://doi.org/10.3390/vaccines14040313
Turner SM, Mason M, Holbrook JA, Hong J, Sidor IF, Bouchard DA. In Vivo Safety Characterization of Injectable Amidated TEMPO-Oxidized Cellulose Nanofiber Hydrogel Vaccine Formulations in Farmed Atlantic Salmon (Salmo salar L.). Vaccines. 2026; 14(4):313. https://doi.org/10.3390/vaccines14040313
Chicago/Turabian StyleTurner, Sarah M., Michael Mason, Jacob A. Holbrook, Jeongwhui Hong, Inga F. Sidor, and Deborah A. Bouchard. 2026. "In Vivo Safety Characterization of Injectable Amidated TEMPO-Oxidized Cellulose Nanofiber Hydrogel Vaccine Formulations in Farmed Atlantic Salmon (Salmo salar L.)" Vaccines 14, no. 4: 313. https://doi.org/10.3390/vaccines14040313
APA StyleTurner, S. M., Mason, M., Holbrook, J. A., Hong, J., Sidor, I. F., & Bouchard, D. A. (2026). In Vivo Safety Characterization of Injectable Amidated TEMPO-Oxidized Cellulose Nanofiber Hydrogel Vaccine Formulations in Farmed Atlantic Salmon (Salmo salar L.). Vaccines, 14(4), 313. https://doi.org/10.3390/vaccines14040313

