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结合实验等温线、简约模拟和一个模型来理解和预测化学物质在蒙脱石粘土上的吸附

Combining Experimental Isotherms, Minimalistic Simulations, and a Model to Understand and Predict Chemical Adsorption onto Montmorillonite Clays.

作者信息

Orr Asuka A, Wang Meichen, Beykal Burcu, Ganesh Hari S, Hearon Sara E, Pistikopoulos Efstratios N, Phillips Timothy D, Tamamis Phanourios

机构信息

Artie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, Texas 77843-3122, United States.

Texas A&M Energy Institute, Texas A&M University, College Station, Texas 77843-3372, United States.

出版信息

ACS Omega. 2021 May 26;6(22):14090-14103. doi: 10.1021/acsomega.1c00481. eCollection 2021 Jun 8.

Abstract

An attractive approach to minimize human and animal exposures to toxic environmental contaminants is the use of safe and effective sorbent materials to sequester them. Montmorillonite clays have been shown to tightly bind diverse toxic chemicals. Due to their promise as sorbents to mitigate chemical exposures, it is important to understand their function and rapidly screen and predict optimal clay-chemical combinations for further testing. We derived adsorption free-energy values for a structurally and physicochemically diverse set of toxic chemicals using experimental adsorption isotherms performed in the current and previous studies. We studied the diverse set of chemicals using minimalistic MD simulations and showed that their interaction energies with calcium montmorillonite clays calculated using simulation snapshots in combination with their net charge and their corresponding solvent's dielectric constant can be used as inputs to a minimalistic model to predict adsorption free energies in agreement with experiments. Additionally, experiments and computations were used to reveal structural and physicochemical properties associated with chemicals that can be adsorbed to calcium montmorillonite clay. These properties include positively charged groups, phosphine groups, halide-rich moieties, hydrogen bond donor/acceptors, and large, rigid structures. The combined experimental and computational approaches used in this study highlight the importance and potential applicability of analogous methods to study and design novel advanced sorbent systems in the future, broadening their applicability for environmental contaminants.

摘要

尽量减少人类和动物接触有毒环境污染物的一种有效方法是使用安全有效的吸附剂材料来隔离它们。蒙脱石粘土已被证明能紧密结合多种有毒化学物质。由于它们有望作为减轻化学物质暴露的吸附剂,因此了解它们的功能并快速筛选和预测最佳的粘土 - 化学物质组合以进行进一步测试非常重要。我们利用当前和先前研究中进行的实验吸附等温线,得出了一组结构和物理化学性质各异的有毒化学物质的吸附自由能值。我们使用简约分子动力学模拟研究了这组不同的化学物质,并表明利用模拟快照结合它们的净电荷及其相应溶剂的介电常数计算出的它们与钙蒙脱石粘土的相互作用能,可以作为简约模型的输入,以预测与实验结果相符的吸附自由能。此外,实验和计算被用于揭示与可吸附到钙蒙脱石粘土上的化学物质相关的结构和物理化学性质。这些性质包括带正电荷的基团、膦基团、富含卤化物的部分、氢键供体/受体以及大的刚性结构。本研究中使用的实验和计算相结合的方法突出了类似方法在未来研究和设计新型先进吸附剂系统中的重要性和潜在适用性,拓宽了它们对环境污染物的适用性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/41c5/8190805/84d2627739ac/ao1c00481_0002.jpg

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