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The BEEHAVE(ecotox) Model—Integrating a Mechanistic Effect Module into the Honeybee Colony Model

Mechanistic effect models are powerful tools for extrapolating from laboratory studies to field conditions. For bees, several good models are available that can simulate colony dynamics. Controlled and reliable experimental systems are also available to estimate the inherent toxicity of pesticides t...

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Autores principales: Preuss, Thomas G., Agatz, Annika, Goussen, Benoit, Roeben, Vanessa, Rumkee, Jack, Zakharova, Liubov, Thorbek, Pernille
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9828121/
https://www.ncbi.nlm.nih.gov/pubmed/36040132
http://dx.doi.org/10.1002/etc.5467
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author Preuss, Thomas G.
Agatz, Annika
Goussen, Benoit
Roeben, Vanessa
Rumkee, Jack
Zakharova, Liubov
Thorbek, Pernille
author_facet Preuss, Thomas G.
Agatz, Annika
Goussen, Benoit
Roeben, Vanessa
Rumkee, Jack
Zakharova, Liubov
Thorbek, Pernille
author_sort Preuss, Thomas G.
collection PubMed
description Mechanistic effect models are powerful tools for extrapolating from laboratory studies to field conditions. For bees, several good models are available that can simulate colony dynamics. Controlled and reliable experimental systems are also available to estimate the inherent toxicity of pesticides to individuals. However, there is currently no systematic and mechanistic way of linking the output of experimental ecotoxicological testing to bee models for bee risk assessment. We introduce an ecotoxicological module that mechanistically links exposure with the hazard profile of a pesticide for individual honeybees so that colony effects emerge. This mechanistic link allows the translation of results from standard laboratory studies to relevant parameters and processes for simulating bee colony dynamics. The module was integrated into the state‐of‐the‐art honeybee model BEEHAVE. For the integration, BEEHAVE was adapted to mechanistically link the exposure and effects on different cohorts to colony dynamics. The BEEHAVE(ecotox) model was tested against semifield (tunnel) studies, which were deemed the best study type to test whether BEEHAVE(ecotox) predicted realistic effect sizes under controlled conditions. Two pesticides used as toxic standards were chosen for this validation to represent two different modes of action: acute mortality of foragers and chronic brood effects. The ecotoxicological module was able to predict effect sizes in the tunnel studies based on information from standard laboratory tests. In conclusion, the BEEHAVE(ecotox) model is an excellent tool to be used for honeybee risk assessment, interpretation of field and semifield studies, and exploring the efficiency of different mitigation measures. The principles for exposure and effect modules are portable and could be used for any well‐constructed honeybee model. Environ Toxicol Chem 2022;41:2870–2882. © 2022 Bayer AG & Sygenta, et al. Environmental Toxicology and Chemistry published by Wiley Periodicals LLC on behalf of SETAC.
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spelling pubmed-98281212023-01-10 The BEEHAVE(ecotox) Model—Integrating a Mechanistic Effect Module into the Honeybee Colony Model Preuss, Thomas G. Agatz, Annika Goussen, Benoit Roeben, Vanessa Rumkee, Jack Zakharova, Liubov Thorbek, Pernille Environ Toxicol Chem Hazard/Risk Assessment Mechanistic effect models are powerful tools for extrapolating from laboratory studies to field conditions. For bees, several good models are available that can simulate colony dynamics. Controlled and reliable experimental systems are also available to estimate the inherent toxicity of pesticides to individuals. However, there is currently no systematic and mechanistic way of linking the output of experimental ecotoxicological testing to bee models for bee risk assessment. We introduce an ecotoxicological module that mechanistically links exposure with the hazard profile of a pesticide for individual honeybees so that colony effects emerge. This mechanistic link allows the translation of results from standard laboratory studies to relevant parameters and processes for simulating bee colony dynamics. The module was integrated into the state‐of‐the‐art honeybee model BEEHAVE. For the integration, BEEHAVE was adapted to mechanistically link the exposure and effects on different cohorts to colony dynamics. The BEEHAVE(ecotox) model was tested against semifield (tunnel) studies, which were deemed the best study type to test whether BEEHAVE(ecotox) predicted realistic effect sizes under controlled conditions. Two pesticides used as toxic standards were chosen for this validation to represent two different modes of action: acute mortality of foragers and chronic brood effects. The ecotoxicological module was able to predict effect sizes in the tunnel studies based on information from standard laboratory tests. In conclusion, the BEEHAVE(ecotox) model is an excellent tool to be used for honeybee risk assessment, interpretation of field and semifield studies, and exploring the efficiency of different mitigation measures. The principles for exposure and effect modules are portable and could be used for any well‐constructed honeybee model. Environ Toxicol Chem 2022;41:2870–2882. © 2022 Bayer AG & Sygenta, et al. Environmental Toxicology and Chemistry published by Wiley Periodicals LLC on behalf of SETAC. John Wiley and Sons Inc. 2022-10-04 2022-11 /pmc/articles/PMC9828121/ /pubmed/36040132 http://dx.doi.org/10.1002/etc.5467 Text en © 2022 Bayer AG & Sygenta, et al. Environmental Toxicology and Chemistry published by Wiley Periodicals LLC on behalf of SETAC. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Hazard/Risk Assessment
Preuss, Thomas G.
Agatz, Annika
Goussen, Benoit
Roeben, Vanessa
Rumkee, Jack
Zakharova, Liubov
Thorbek, Pernille
The BEEHAVE(ecotox) Model—Integrating a Mechanistic Effect Module into the Honeybee Colony Model
title The BEEHAVE(ecotox) Model—Integrating a Mechanistic Effect Module into the Honeybee Colony Model
title_full The BEEHAVE(ecotox) Model—Integrating a Mechanistic Effect Module into the Honeybee Colony Model
title_fullStr The BEEHAVE(ecotox) Model—Integrating a Mechanistic Effect Module into the Honeybee Colony Model
title_full_unstemmed The BEEHAVE(ecotox) Model—Integrating a Mechanistic Effect Module into the Honeybee Colony Model
title_short The BEEHAVE(ecotox) Model—Integrating a Mechanistic Effect Module into the Honeybee Colony Model
title_sort beehave(ecotox) model—integrating a mechanistic effect module into the honeybee colony model
topic Hazard/Risk Assessment
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9828121/
https://www.ncbi.nlm.nih.gov/pubmed/36040132
http://dx.doi.org/10.1002/etc.5467
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