Evaluating Age and Growth Relationship to Ciguatoxicity in Five Coral Reef Fish Species from French Polynesia
Abstract
:1. Introduction
2. Results and Discussion
2.1. Fish Demographic Data
2.2. Relationship between Size, Weight, and Age and Fish Ciguatoxicity
2.3. Relationship between Fish Ciguatoxicity and Growth Characteristics
(a) | Model | Fixed Effect | Random Effect | df | AIC | BIC | logLik | Test | L.Ratio | p-Value |
---|---|---|---|---|---|---|---|---|---|---|
1 | Intercept | K, L∞ | 6 | 7440 | 7472 | −3714 | ||||
2 | Species K, L∞ | K, L∞ | 14 | 7247 | 7323 | −3609 | 1 vs. 2 | 208 | <0.0001 | |
3 | Species K, L∞ | L∞ | 12 | 7869 | 7934 | −3922 | 2 vs. 3 | 625 | <0.0001 | |
4 | Species K, L∞ | K | 12 | 7863 | 7928 | −3919 | 2 vs. 4 | 619 | <0.0001 | |
(b) | Fixed Effects | numDF | denDF | F-Value | p-Value | |||||
L∞.(Intercept) | 1 | 1531 | 21,467 | <0.0001 | ||||||
L∞.Species | 4 | 1531 | 139 | <0.0001 | ||||||
K.(Intercept) | 1 | 1531 | 1941 | <0.0001 | ||||||
K.Species | 4 | 1531 | 37 | <0.0001 |
2.4. Influence of Other Factors on Fish Ciguatoxicity
2.4.1. Sampling Season
2.4.2. Environmental Features of Sampling Areas
2.4.3. Trophic Level
2.4.4. CTX Bioaccumulation and Depuration Kinetics
2.5. Fish Ciguatoxicity versus Epidemiological Data in the Two Study Sites
3. Materials and Methods
3.1. Study Area
3.2. Fish Sampling
3.3. CTXs Chemical Extraction
3.4. Neuroblastoma Cell-Based Assay (CBA-N2a)
3.5. Age Estimation
3.6. Modeling Fish Growth
3.7. Covariates of Ciguatoxicity
4. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Response | Factor | DF | Sum Sq | Mean Sq | Iter | p-Value |
---|---|---|---|---|---|---|
Size | Species | 4 | 3852.3 | 963.08 | 107 | <2 × 10−16 *** |
Ciguatoxicity | 2 | 234.2 | 117.09 | 107 | 0.01639 * | |
Species:Ciguatoxicity | 7 | 258.6 | 36.95 | 107 | 0.24569 | |
Residuals | 206 | 5835.8 | 28.33 | |||
Weight | Species | 4 | 23,076,135 | 5,769,034 | 107 | <2 × 10−16 *** |
Ciguatoxicity | 2 | 2,143,875 | 1,071,937 | 107 | 0.01918 * | |
Species:Ciguatoxicity | 7 | 2,642,863 | 377,552 | 107 | 0.19061 | |
Residuals | 206 | 54,247,969 | 263,340 | |||
Age | Species | 4 | 77.17 | 19.2921 | 107 | 0.0406 * |
Ciguatoxicity | 2 | 28.73 | 14.3655 | 107 | 0.1126 | |
Species:Ciguatoxicity | 7 | 77.95 | 11.1362 | 107 | 0.1247 | |
Residuals | 2 | 28.73 | 14.3655 | 0.1126 |
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Darius, H.T.; Paillon, C.; Mou-Tham, G.; Ung, A.; Cruchet, P.; Revel, T.; Viallon, J.; Vigliola, L.; Ponton, D.; Chinain, M. Evaluating Age and Growth Relationship to Ciguatoxicity in Five Coral Reef Fish Species from French Polynesia. Mar. Drugs 2022, 20, 251. https://doi.org/10.3390/md20040251
Darius HT, Paillon C, Mou-Tham G, Ung A, Cruchet P, Revel T, Viallon J, Vigliola L, Ponton D, Chinain M. Evaluating Age and Growth Relationship to Ciguatoxicity in Five Coral Reef Fish Species from French Polynesia. Marine Drugs. 2022; 20(4):251. https://doi.org/10.3390/md20040251
Chicago/Turabian StyleDarius, Hélène Taiana, Christelle Paillon, Gérard Mou-Tham, André Ung, Philippe Cruchet, Taina Revel, Jérôme Viallon, Laurent Vigliola, Dominique Ponton, and Mireille Chinain. 2022. "Evaluating Age and Growth Relationship to Ciguatoxicity in Five Coral Reef Fish Species from French Polynesia" Marine Drugs 20, no. 4: 251. https://doi.org/10.3390/md20040251
APA StyleDarius, H. T., Paillon, C., Mou-Tham, G., Ung, A., Cruchet, P., Revel, T., Viallon, J., Vigliola, L., Ponton, D., & Chinain, M. (2022). Evaluating Age and Growth Relationship to Ciguatoxicity in Five Coral Reef Fish Species from French Polynesia. Marine Drugs, 20(4), 251. https://doi.org/10.3390/md20040251