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Tri-probe fluorescent sensor array for a wide concentration range and high precision identification of aqueous organic amines

二乙胺 荧光 水溶液 化学 传感器阵列 分析物 生物系统 胺气处理 三乙胺 分析化学(期刊) 色谱法 计算机科学 有机化学 机器学习 生物 量子力学 物理
作者
Mingzhu Yan,Jinming Chen,Bo Wang,Bin Li,Huan Liu,Wei Xu,Huimin Cao,Yanyan Fu,Qingguo He,Jiangong Cheng
出处
期刊:Sensors and Actuators B-chemical [Elsevier BV]
卷期号:358: 131519-131519 被引量:17
标识
DOI:10.1016/j.snb.2022.131519
摘要

Aqueous organic amines are threatening to organisms and ecosystem balance. Although many techniques have been used for detection, the simultaneous identification of both its type and concentration is still challenging due to its structural similarity and low environmental concentration. Sensor array is a powerful sensing technology to identify analytes via unique fingerprint patterns. However, the information from general sensor array based on the weak interaction limited its discernibility ability to similar substances. Here, we propose to design molecules with various sensing units based on strong interactions and hence rich spectral change, then construct a tri-probe sensor array for efficient fluorescent differentiation of aqueous organic amine. Different fluorescence responses to different concentrations and types of organic amines were produced by this array. Varied interaction between the probes and the amines was proved by NMR spectra analysis. The combination of probes can produce rich and complementary fluorescence changes. These unique fluorescence response patterns can be well identified and processed using hierarchical analysis (HCA) and linear discriminant analysis (LDA), enabling the 99.35% accurate differentiation of 5 concentration orders (1 μM ~ 10 mM) of 6 kinds of amines. Blind detections for samples of diethylamine, diisopropylamine in tap water and propylamine, hexylamine, trimethylamine, triethylamine in other five domestic wastewater all can be classified and distinguished successfully. The influence of temperature, pH and mental ions are also considered. This sensing method, with the feature of facile preparation, fast response, and excellent discrimination accuracy, can provide a potential option for fast quality test of water. The colorimetric sensor array based on molecular design and algorithm (HCA and LDA) can detect amine components in water environments with the accuracy of 99.35%, whose concentration covers the concentration of 1 μM to 10 mM. The detection and differentiation of amines helps pinpoint types of pollutant, which is of great significance to the rap-id primary screening of the concentration of organic amines in environmental water and the preliminary location of the source of drug production. • A fluorescent sensor array based on RGB changes which can classify types and concentration of amines is provided. • By molecular design, a maximum output with minimum probes to detect multiple amines are realized. • Through HCA and LDA, this fluorescent sensor array can identify amines (1 μM to 10 mM) in water with the accuracy of 99.35%.
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