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Published on: July 29, 2019
Genetic variance of tolerance and the toxicant threshold model
Yoshinari Tanaka1, Hiroyuki Mano, Haruki Tatsuta
1Center for Environmental Risk Research, National Institute for Environmental Studies, Tsukuba, Ibaraki, Japan. ytanaka@nies.go.jp
This study introduces a new statistical genetics method to estimate the genetic variance (heritability) of pollutant tolerance in cladocerans. Results show Daphnia galeata has potential for evolutionary adaptation to p-nonylphenol.
Area of Science:
- Statistical genetics
- Ecotoxicology
- Quantitative genetics
Background:
- Estimating genetic variance in pollutant tolerance is crucial for understanding evolutionary adaptation.
- Quantal endpoints in toxicity tests present challenges for traditional quantitative genetics models.
Purpose of the Study:
- To develop and apply a statistical genetics method for estimating heritability of pollutant tolerance using a threshold model.
- To integrate quantitative genetics and ecotoxicology threshold models into a toxicant threshold model.
- To estimate the heritability of tolerance to p-nonylphenol in Daphnia galeata.
Main Methods:
- A novel statistical genetics approach was developed, integrating quantitative genetics and ecotoxicology threshold models.
- The toxicant threshold model was applied to quantal endpoint data from acute toxicity tests.
- Maximum likelihood and nested analysis of variance (ANOVA) were used for heritability estimation.
Main Results:
- Broad-sense heritability of tolerance to p-nonylphenol in Daphnia galeata was estimated.
- Heritability estimates were 0.199 ± 0.112 (maximum likelihood) and 0.184 ± 0.089 (ANOVA).
- These estimates suggest a genetic basis for tolerance to p-nonylphenol.
Conclusions:
- The developed toxicant threshold model is effective for estimating heritability of tolerance to pollutants with quantal endpoints.
- Daphnia galeata exhibits potential for evolutionary adaptation to p-nonylphenol.
- The method provides a framework for assessing the evolutionary potential of aquatic organisms to environmental contaminants.
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