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Evaluating different web applications to assess the toxicity of plasticizers
Charli Deepak Arulanandam1,2, Jiang-Shiou Hwang3,4,5, Arthur James Rathinam6
1Department of Biomedical Science and Environmental Biology, Kaohsiung Medical University, Kaohsiung, 80708, Taiwan, ROC.
Scientific Reports
|November 17, 2022
Summary
This study assessed web tools for predicting plasticizer toxicity. Several plasticizers were identified as mutagenic, carcinogenic, or toxic to bees and fish, highlighting environmental and health risks.
Area of Science:
- Environmental Chemistry
- Toxicology
- Computational Chemistry
Background:
- Plasticizers enhance polymer flexibility but pose environmental and health risks due to leaching.
- Concerns exist regarding water and soil pollution and direct human health impacts from plasticizers.
Purpose of the Study:
- To evaluate web applications for predicting the toxicological properties of various plasticizers.
- To identify specific plasticizers with mutagenic, carcinogenic, or ecotoxicological potential.
Main Methods:
- Utilized web-based tools including BOILED-Egg, LAZAR, PROTOX-II, CarcinoPred-EL, and VEGA.
- Employed predictive models such as Random Forest (RF), XGBoost, KNN/IRFMN, and Sarpy/IRFMN for toxicological assessments.
- Assessed endpoints including mutagenicity, carcinogenicity, bee toxicity, and acute fish toxicity (LC50).
Main Results:
- Bisphenol F was predicted as mutagenic by LAZAR.
- Several plasticizers (BBP, DBP, DEHP, DNOP) were predicted as carcinogenic using CarcinoPred-EL models.
- Multiple phthalates (BPF, di-n-propyl phthalate, diallyl phthalate, dibutyl phthalate, diisohexyl phthalate) showed strong toxicity to bees.
- 19 plasticizers exhibited high acute toxicity to fish (LC50 < 1 mg/L).
Conclusions:
- Web-based tools effectively predict plasticizer toxicity across various endpoints.
- Identified specific plasticizers of concern for mutagenicity, carcinogenicity, and ecotoxicity.
- Findings underscore the need for careful plasticizer selection and risk assessment to mitigate environmental and health hazards.
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