Application of molecular docking in sorption of hydrophobic organic contaminants on black carbon

IF 8.2 1区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES
Tian Liang , Nannan Wan , Yan-Rong Zou , Xuan Kou , Zhao-Wen Zhan , Ping'’an Peng
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Abstract

This study explored the mechanism and environmental significance of hydrophobic organic contaminants (HOCs) sorption by black carbon samples (BCs) using a newly developed molecular structure establishment method and the latest molecular docking technology. BCs of different evolution stages were prepared based on low maturity kerogen. Total of 70 types of HOCs molecules were selected, including alkanes, cycloalkanes, polycyclic aromatic hydrocarbons, and their derivatives, as ligands to perform docking studies using five different BCs molecular models. Based on the Gibbs free energy distribution between HOCs and BCs obtained by docking calculation, the capacity of sorption was deduced. The results showed that the molecular weight, methyl content, and condensation degree are the three main factors affecting the sorption ability of HOCs on BCs, and aromatic compounds have remarkable advantages in sorption, following the order of aromatic compounds > cycloalkanes > alkanes. It is worth noting that in order to ensure the correctness of molecular docking technology in the inference of adsorption capacity, we carried out the adsorption experiments of BCS with eight organic reagents. The experimental results are highly consistent with the calculated results, which not only proves the feasibility of this technology, but also shows that the intermolecular force represented by Gibbs free energy is closely related to the capacity of sorption. This study establishes a novel approach to elucidate contaminant-macromolecule interactions, enabling prediction of HOCs environmental behavior and evaluation of BCs' sequestration potential. The method enhances experimental efficiency for multiphase pollutant sorption studies, proving particularly advantageous for preliminary screening. Importantly, it allows safe investigation of toxic/volatile compounds while ensuring researcher safety.

Abstract Image

分子对接在炭黑吸附疏水性有机污染物中的应用
本研究采用新开发的分子结构建立方法和最新的分子对接技术,探讨了疏水有机污染物(HOCs)被黑碳样品(bc)吸附的机理及其环境意义。以低成熟干酪根为基础,制备了不同演化阶段的煤层气。选择烷烃、环烷烃、多环芳烃及其衍生物等70种烃类分子作为配体,采用5种不同的烃类分子模型进行对接研究。根据对接计算得到的hoc和bc之间的吉布斯自由能分布,推导出吸附容量。结果表明:分子量、甲基含量和缩合度是影响HOCs吸附性能的三个主要因素,芳香族化合物的吸附优势显著,依次为:芳香族化合物>;环烷祝辞烷烃。值得注意的是,为了保证分子对接技术在吸附容量推断中的正确性,我们对BCS与8种有机试剂进行了吸附实验。实验结果与计算结果高度吻合,不仅证明了该技术的可行性,而且表明以吉布斯自由能为代表的分子间作用力与吸附能力密切相关。本研究建立了一种新的方法来阐明污染物与大分子的相互作用,从而能够预测HOCs的环境行为和评估bc的封存潜力。该方法提高了多相污染物吸附研究的实验效率,特别有利于初步筛选。重要的是,它允许安全调查有毒/挥发性化合物,同时确保研究人员的安全。
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来源期刊
Science of the Total Environment
Science of the Total Environment 环境科学-环境科学
CiteScore
17.60
自引率
10.20%
发文量
8726
审稿时长
2.4 months
期刊介绍: The Science of the Total Environment is an international journal dedicated to scientific research on the environment and its interaction with humanity. It covers a wide range of disciplines and seeks to publish innovative, hypothesis-driven, and impactful research that explores the entire environment, including the atmosphere, lithosphere, hydrosphere, biosphere, and anthroposphere. The journal's updated Aims & Scope emphasizes the importance of interdisciplinary environmental research with broad impact. Priority is given to studies that advance fundamental understanding and explore the interconnectedness of multiple environmental spheres. Field studies are preferred, while laboratory experiments must demonstrate significant methodological advancements or mechanistic insights with direct relevance to the environment.
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