Boosting(机器学习)
Atom(片上系统)
过氧化物酶
化学
蛋白质工程
纳米技术
材料科学
计算机科学
生物化学
酶
嵌入式系统
机器学习
作者
Shengjie Wei,Wenjie Ma,Minmin Sun,Pan Xiang,Ziqi Tian,Lanqun Mao,Lizeng Gao,Yadong Li
标识
DOI:10.1038/s41467-024-51022-4
摘要
Constructing atom-pair engineering and improving the activity of metal single-atom nanozyme (SAzyme) is significant but challenging. Herein, we design the atom-pair engineering of Zn-SA/CNCl SAzyme by simultaneously constructing Zn-N4 sites as catalytic sites and Zn-N4Cl1 sites as catalytic regulator. The Zn-N4Cl1 catalytic regulators effectively boost the peroxidase-like activities of Zn-N4 catalytic sites, resulting in a 346-fold, 1496-fold, and 133-fold increase in the maximal reaction velocity, the catalytic constant and the catalytic efficiency, compared to Zn-SA/CN SAzyme without the Zn-N4Cl1 catalytic regulator. The Zn-SA/CNCl SAzyme with excellent peroxidase-like activity effectively inhibits tumor cell growth in vitro and in vivo. The density functional theory (DFT) calculations reveal that the Zn-N4Cl1 catalytic regulators facilitate the adsorption of *H2O2 and re-exposure of Zn-N4 catalytic sites, and thus improve the reaction rate. This work provides a rational and effective strategy for improving the peroxidase-like activity of metal SAzyme by atom-pair engineering. Designing and enhancing the performance of metal single-atom nanozymes (SAzymes) through atom-pair engineering is important yet difficult. Here the authors develop the atom-pair engineering of Zn-SA/CNCl SAzyme by concurrently creating Zn-N4 sites as catalytic sites and Zn-N4Cl1 sites as catalytic regulators.
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