Xinyu Zhong, Miaomiao Zheng, Rushuo Li, Xiubing Huang, Ge Wang
{"title":"High-throughput screening of efficient Metal-Organic Frameworks for the generation of reactive oxygen species","authors":"Xinyu Zhong, Miaomiao Zheng, Rushuo Li, Xiubing Huang, Ge Wang","doi":"10.1016/j.pnsc.2025.05.002","DOIUrl":null,"url":null,"abstract":"<div><div><span><span>Metal-organic frameworks (MOFs) are recognized as promising catalysts for generating reactive oxygen species (ROS) due to their exceptional properties. However, identifying the most efficient MOF candidates remains challenging. In this study, the ROS generation performance of MOFs was predicted using Density Functional Theory (DFT) and a multi-step high-throughput screening process. This screening involved evaluations of structural stability, pore size, </span>adsorption capacity, open metal sites, O</span><sub>2</sub><span> activation potential, and free energy simulations of reaction pathways. As a result, several MOFs (i.e., Cu-tris(4-aminophenyl)amine (Cu-MOF), Zn-2-H-MeIM (Zn-MOF), and Ce-2-amino-1,4-benzenedicarboxylic) (Ce-MOF) were identified as potential catalysts for ROS generation under both light and dark conditions. Especially, Cu-MOF was identified as the most efficient catalyst, generating 7.52 mmol g</span><sup>−1</sup> H<sub>2</sub>O<sub>2</sub><span> in 1 h under light irradiation, and 2.88 mmol g</span><sup>−1</sup> H<sub>2</sub>O<sub>2</sub> in the dark. Furthermore, the polarity of coordination bonds between the metal atoms and ligand atoms in the ligands was found to significantly influence O<sub>2</sub> activation. The ROS generation trend of MOFs was consistent with the polarity of these coordination bonds. The sterilization efficiency of Cu-MOF and Zn-MOF reached 99.9 % after 40 min of light exposure, while after 100 min in the dark, the efficiencies were 99.9 % and 41.6 %, respectively. This trend was closely related to the variation in the polarity of coordination bonds. This work provides a strategy and methodology for high-throughput screening of MOFs.</div></div>","PeriodicalId":20742,"journal":{"name":"Progress in Natural Science: Materials International","volume":"35 4","pages":"Pages 764-772"},"PeriodicalIF":7.1000,"publicationDate":"2025-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Progress in Natural Science: Materials International","FirstCategoryId":"88","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S100200712500067X","RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"MATERIALS SCIENCE, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 0
Abstract
Metal-organic frameworks (MOFs) are recognized as promising catalysts for generating reactive oxygen species (ROS) due to their exceptional properties. However, identifying the most efficient MOF candidates remains challenging. In this study, the ROS generation performance of MOFs was predicted using Density Functional Theory (DFT) and a multi-step high-throughput screening process. This screening involved evaluations of structural stability, pore size, adsorption capacity, open metal sites, O2 activation potential, and free energy simulations of reaction pathways. As a result, several MOFs (i.e., Cu-tris(4-aminophenyl)amine (Cu-MOF), Zn-2-H-MeIM (Zn-MOF), and Ce-2-amino-1,4-benzenedicarboxylic) (Ce-MOF) were identified as potential catalysts for ROS generation under both light and dark conditions. Especially, Cu-MOF was identified as the most efficient catalyst, generating 7.52 mmol g−1 H2O2 in 1 h under light irradiation, and 2.88 mmol g−1 H2O2 in the dark. Furthermore, the polarity of coordination bonds between the metal atoms and ligand atoms in the ligands was found to significantly influence O2 activation. The ROS generation trend of MOFs was consistent with the polarity of these coordination bonds. The sterilization efficiency of Cu-MOF and Zn-MOF reached 99.9 % after 40 min of light exposure, while after 100 min in the dark, the efficiencies were 99.9 % and 41.6 %, respectively. This trend was closely related to the variation in the polarity of coordination bonds. This work provides a strategy and methodology for high-throughput screening of MOFs.
期刊介绍:
Progress in Natural Science: Materials International provides scientists and engineers throughout the world with a central vehicle for the exchange and dissemination of basic theoretical studies and applied research of advanced materials. The emphasis is placed on original research, both analytical and experimental, which is of permanent interest to engineers and scientists, covering all aspects of new materials and technologies, such as, energy and environmental materials; advanced structural materials; advanced transportation materials, functional and electronic materials; nano-scale and amorphous materials; health and biological materials; materials modeling and simulation; materials characterization; and so on. The latest research achievements and innovative papers in basic theoretical studies and applied research of material science will be carefully selected and promptly reported. Thus, the aim of this Journal is to serve the global materials science and technology community with the latest research findings.
As a service to readers, an international bibliography of recent publications in advanced materials is published bimonthly.