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Haematological and biochemical reference intervals for wild green turtles (Chelonia mydas): a Bayesian approach for small sample sizes

Animal health is directly linked to population viability, which may be impacted by anthropogenic disturbances and diseases. Reference intervals (RIs) for haematology and blood biochemistry are essential tools for the assessment of animal health. However, establishing and interpreting robust RIs for...

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Autores principales: Kophamel, Sara, Rudd, Donna, Ward, Leigh C, Shum, Edith, Ariel, Ellen, Mendez, Diana, Starling, Jemma, Mellers, Renee, Burchell, Richard K, Munns, Suzanne L
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10020984/
https://www.ncbi.nlm.nih.gov/pubmed/36937701
http://dx.doi.org/10.1093/conphys/coac043
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author Kophamel, Sara
Rudd, Donna
Ward, Leigh C
Shum, Edith
Ariel, Ellen
Mendez, Diana
Starling, Jemma
Mellers, Renee
Burchell, Richard K
Munns, Suzanne L
author_facet Kophamel, Sara
Rudd, Donna
Ward, Leigh C
Shum, Edith
Ariel, Ellen
Mendez, Diana
Starling, Jemma
Mellers, Renee
Burchell, Richard K
Munns, Suzanne L
author_sort Kophamel, Sara
collection PubMed
description Animal health is directly linked to population viability, which may be impacted by anthropogenic disturbances and diseases. Reference intervals (RIs) for haematology and blood biochemistry are essential tools for the assessment of animal health. However, establishing and interpreting robust RIs for threatened species is often challenged by small sample sizes. Bayesian predictive modelling is well suited to sample size limitations, accounting for individual variation and interactions between influencing variables. We aimed to derive baseline RIs for green turtles (Chelonia mydas) across two foraging aggregations in North Queensland, Australia, using Bayesian generalized linear mixed-effects models (n = 97). The predicted RIs were contained within previously published values and had narrower credible intervals. Most analytes did not vary significantly with foraging ground (76%, 22/29), body mass (86%, 25/29) or curved carapace length (83%, 24/29). Length and body mass effects were found for eosinophils, heterophil:lymphocyte ratio, alkaline phosphatase, aspartate transaminase and urea. Significant differences between foraging grounds were found for albumin, cholesterol, potassium, total protein, triglycerides, uric acid and calcium:phosphorus ratio. We provide derived RIs for foraging green turtles, which will be helpful in future population health assessments and conservation efforts. Future RI studies on threatened species would benefit from adapting established veterinary and biomedical standards.
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spelling pubmed-100209842023-03-18 Haematological and biochemical reference intervals for wild green turtles (Chelonia mydas): a Bayesian approach for small sample sizes Kophamel, Sara Rudd, Donna Ward, Leigh C Shum, Edith Ariel, Ellen Mendez, Diana Starling, Jemma Mellers, Renee Burchell, Richard K Munns, Suzanne L Conserv Physiol Research Article Animal health is directly linked to population viability, which may be impacted by anthropogenic disturbances and diseases. Reference intervals (RIs) for haematology and blood biochemistry are essential tools for the assessment of animal health. However, establishing and interpreting robust RIs for threatened species is often challenged by small sample sizes. Bayesian predictive modelling is well suited to sample size limitations, accounting for individual variation and interactions between influencing variables. We aimed to derive baseline RIs for green turtles (Chelonia mydas) across two foraging aggregations in North Queensland, Australia, using Bayesian generalized linear mixed-effects models (n = 97). The predicted RIs were contained within previously published values and had narrower credible intervals. Most analytes did not vary significantly with foraging ground (76%, 22/29), body mass (86%, 25/29) or curved carapace length (83%, 24/29). Length and body mass effects were found for eosinophils, heterophil:lymphocyte ratio, alkaline phosphatase, aspartate transaminase and urea. Significant differences between foraging grounds were found for albumin, cholesterol, potassium, total protein, triglycerides, uric acid and calcium:phosphorus ratio. We provide derived RIs for foraging green turtles, which will be helpful in future population health assessments and conservation efforts. Future RI studies on threatened species would benefit from adapting established veterinary and biomedical standards. Oxford University Press 2022-07-07 /pmc/articles/PMC10020984/ /pubmed/36937701 http://dx.doi.org/10.1093/conphys/coac043 Text en © The Author(s) 2022. Published by Oxford University Press and the Society for Experimental Biology. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Kophamel, Sara
Rudd, Donna
Ward, Leigh C
Shum, Edith
Ariel, Ellen
Mendez, Diana
Starling, Jemma
Mellers, Renee
Burchell, Richard K
Munns, Suzanne L
Haematological and biochemical reference intervals for wild green turtles (Chelonia mydas): a Bayesian approach for small sample sizes
title Haematological and biochemical reference intervals for wild green turtles (Chelonia mydas): a Bayesian approach for small sample sizes
title_full Haematological and biochemical reference intervals for wild green turtles (Chelonia mydas): a Bayesian approach for small sample sizes
title_fullStr Haematological and biochemical reference intervals for wild green turtles (Chelonia mydas): a Bayesian approach for small sample sizes
title_full_unstemmed Haematological and biochemical reference intervals for wild green turtles (Chelonia mydas): a Bayesian approach for small sample sizes
title_short Haematological and biochemical reference intervals for wild green turtles (Chelonia mydas): a Bayesian approach for small sample sizes
title_sort haematological and biochemical reference intervals for wild green turtles (chelonia mydas): a bayesian approach for small sample sizes
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10020984/
https://www.ncbi.nlm.nih.gov/pubmed/36937701
http://dx.doi.org/10.1093/conphys/coac043
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