从经验和 LSER 建模方法中推断原始和老化聚乙烯微塑料对有机化合物的吸附机理。

IF 8.1 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Chemosphere Pub Date : 2024-11-01 DOI:10.1016/j.chemosphere.2024.143695
Elif Yaren Özen , Melek Canbulat Özdemir , Makbule Dilara Hatinoğlu , Onur Güven Apul , İpek İmamoğlu
{"title":"从经验和 LSER 建模方法中推断原始和老化聚乙烯微塑料对有机化合物的吸附机理。","authors":"Elif Yaren Özen ,&nbsp;Melek Canbulat Özdemir ,&nbsp;Makbule Dilara Hatinoğlu ,&nbsp;Onur Güven Apul ,&nbsp;İpek İmamoğlu","doi":"10.1016/j.chemosphere.2024.143695","DOIUrl":null,"url":null,"abstract":"<div><div>This study investigates the effect of aging of polyethylene (PE) microplastics (MP) on its interaction with organic compounds (OCs). Initially, pristine PE MPs were subjected to UV-aging, followed by characterization of their chemical structure and thermal properties. UV-aging resulted in formation of new functional groups such as carbonyl (C<img>O), –OH, and unsaturation, along with changes in crystallinity and melting temperature. Complimentary sorption experiments were conducted with a suite of environmentally significant and structurally related OCs <em>i.e.</em>, phenol, 2,3,6-trichlorophenol, triclosan, 1,1,2,2-tetrachloroethane, tetrachloroethylene and hexachloroethane, using pristine and UV-aged PE MPs. In addition to the distribution coefficients (<em>i.e.</em>, K<sub>PEW</sub>) obtained experimentally, relevant data from the literature was also gathered for the purpose of developing a poly-parametric linear free energy relationship (pp-LFER) model. Two models were developed for predicting sorption onto: (i) only UV-aged PE, yielding an R<sup>2</sup> = 0.96, RMSE = 0.19 (n = 16), (ii) PE that has undergone various types of aging, yielding an R<sup>2</sup> = 0.83, RMSE = 0.68 (n = 36). Lastly, a direct comparison was performed between two pp-LFERs developed for the interaction of the same OCs with pristine <em>vs.</em> aged PE (n = 7). In addition to the predictive strength, the system coefficients enabled mechanistic inferences to be made; such that while molecular volume or non-specific hydrophobic interactions govern OC-pristine PE interactions, polar interactions and H-bonding also play important roles for OC-aged PE interactions. Overall, findings suggested that changes of MP surfaces under environmentally relevant aging conditions indicated an impact on their interactions with OCs in the environment.</div></div>","PeriodicalId":276,"journal":{"name":"Chemosphere","volume":"368 ","pages":"Article 143695"},"PeriodicalIF":8.1000,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Mechanistic inferences from empirical and LSER modeling approaches concerning sorption of organic compounds by pristine and aged PE microplastics\",\"authors\":\"Elif Yaren Özen ,&nbsp;Melek Canbulat Özdemir ,&nbsp;Makbule Dilara Hatinoğlu ,&nbsp;Onur Güven Apul ,&nbsp;İpek İmamoğlu\",\"doi\":\"10.1016/j.chemosphere.2024.143695\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>This study investigates the effect of aging of polyethylene (PE) microplastics (MP) on its interaction with organic compounds (OCs). Initially, pristine PE MPs were subjected to UV-aging, followed by characterization of their chemical structure and thermal properties. UV-aging resulted in formation of new functional groups such as carbonyl (C<img>O), –OH, and unsaturation, along with changes in crystallinity and melting temperature. Complimentary sorption experiments were conducted with a suite of environmentally significant and structurally related OCs <em>i.e.</em>, phenol, 2,3,6-trichlorophenol, triclosan, 1,1,2,2-tetrachloroethane, tetrachloroethylene and hexachloroethane, using pristine and UV-aged PE MPs. In addition to the distribution coefficients (<em>i.e.</em>, K<sub>PEW</sub>) obtained experimentally, relevant data from the literature was also gathered for the purpose of developing a poly-parametric linear free energy relationship (pp-LFER) model. Two models were developed for predicting sorption onto: (i) only UV-aged PE, yielding an R<sup>2</sup> = 0.96, RMSE = 0.19 (n = 16), (ii) PE that has undergone various types of aging, yielding an R<sup>2</sup> = 0.83, RMSE = 0.68 (n = 36). Lastly, a direct comparison was performed between two pp-LFERs developed for the interaction of the same OCs with pristine <em>vs.</em> aged PE (n = 7). In addition to the predictive strength, the system coefficients enabled mechanistic inferences to be made; such that while molecular volume or non-specific hydrophobic interactions govern OC-pristine PE interactions, polar interactions and H-bonding also play important roles for OC-aged PE interactions. Overall, findings suggested that changes of MP surfaces under environmentally relevant aging conditions indicated an impact on their interactions with OCs in the environment.</div></div>\",\"PeriodicalId\":276,\"journal\":{\"name\":\"Chemosphere\",\"volume\":\"368 \",\"pages\":\"Article 143695\"},\"PeriodicalIF\":8.1000,\"publicationDate\":\"2024-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Chemosphere\",\"FirstCategoryId\":\"93\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0045653524025955\",\"RegionNum\":2,\"RegionCategory\":\"环境科学与生态学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENVIRONMENTAL SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Chemosphere","FirstCategoryId":"93","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0045653524025955","RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
引用次数: 0

摘要

本研究探讨了聚乙烯(PE)微塑料(MP)老化对其与有机化合物(OC)相互作用的影响。首先对原始聚乙烯微塑料进行紫外线老化,然后对其化学结构和热性能进行表征。紫外线老化会形成新的官能团,如羰基(C=O)、-OH 和不饱和,同时结晶度和熔化温度也会发生变化。使用原始和紫外线老化聚乙烯多孔材料,对一系列对环境有重要影响且结构相关的 OC(即苯酚、2,3,6-三氯苯酚、三氯生、1,1,2,2-四氯乙烷、四氯乙烯和六氯乙烷)进行了辅助吸附实验。除了通过实验获得的分布系数(即 KPEW)外,还收集了文献中的相关数据,以建立多参数线性自由能关系(pp-LFER)模型。建立了两个模型来预测聚乙烯的吸附情况:(i) 仅紫外线老化的聚乙烯,R2=0.96,RMSE=0.19(n=16);(ii) 经过各种老化的聚乙烯,R2=0.83,RMSE=0.68(n=36)。最后,直接比较了针对相同 OC 与原始 PE 和老化 PE 的相互作用而开发的两个 pp-LFER (n=7)。除了预测强度外,系统系数还能进行机理推断;例如,虽然分子体积或非特异性疏水相互作用控制着 OC 与原始 PE 的相互作用,但极性相互作用和 H 键也在 OC 与老化 PE 的相互作用中发挥着重要作用。总之,研究结果表明,在与环境相关的老化条件下,聚乙烯表面的变化会对其与环境中的 OC 的相互作用产生影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

摘要图片

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Mechanistic inferences from empirical and LSER modeling approaches concerning sorption of organic compounds by pristine and aged PE microplastics
This study investigates the effect of aging of polyethylene (PE) microplastics (MP) on its interaction with organic compounds (OCs). Initially, pristine PE MPs were subjected to UV-aging, followed by characterization of their chemical structure and thermal properties. UV-aging resulted in formation of new functional groups such as carbonyl (CO), –OH, and unsaturation, along with changes in crystallinity and melting temperature. Complimentary sorption experiments were conducted with a suite of environmentally significant and structurally related OCs i.e., phenol, 2,3,6-trichlorophenol, triclosan, 1,1,2,2-tetrachloroethane, tetrachloroethylene and hexachloroethane, using pristine and UV-aged PE MPs. In addition to the distribution coefficients (i.e., KPEW) obtained experimentally, relevant data from the literature was also gathered for the purpose of developing a poly-parametric linear free energy relationship (pp-LFER) model. Two models were developed for predicting sorption onto: (i) only UV-aged PE, yielding an R2 = 0.96, RMSE = 0.19 (n = 16), (ii) PE that has undergone various types of aging, yielding an R2 = 0.83, RMSE = 0.68 (n = 36). Lastly, a direct comparison was performed between two pp-LFERs developed for the interaction of the same OCs with pristine vs. aged PE (n = 7). In addition to the predictive strength, the system coefficients enabled mechanistic inferences to be made; such that while molecular volume or non-specific hydrophobic interactions govern OC-pristine PE interactions, polar interactions and H-bonding also play important roles for OC-aged PE interactions. Overall, findings suggested that changes of MP surfaces under environmentally relevant aging conditions indicated an impact on their interactions with OCs in the environment.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Chemosphere
Chemosphere 环境科学-环境科学
CiteScore
15.80
自引率
8.00%
发文量
4975
审稿时长
3.4 months
期刊介绍: Chemosphere, being an international multidisciplinary journal, is dedicated to publishing original communications and review articles on chemicals in the environment. The scope covers a wide range of topics, including the identification, quantification, behavior, fate, toxicology, treatment, and remediation of chemicals in the bio-, hydro-, litho-, and atmosphere, ensuring the broad dissemination of research in this field.
期刊最新文献
The T cell response to SARS-CoV-2 mRNA vaccine in adults with high exposure to perfluoroalkyl substances from Ronneby, Sweden Integration of Fe-MOF-laccase-magnetic biochar: From Rational Designing of a biocatalyst to aflatoxin B1 decontamination of peanut oil Evaluation of extraction and storage conditions for quantification and characterization of silver nanoparticles in complex samples by single particle-ICP-MS Allergic potential & molecular mechanism of skin sensitization of cinnamaldehyde under environmental UVB exposure Neurotoxicology of warfare arsenical, diphenylarsinic acid in humans and experimental models
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1