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基于分子印迹聚合物和机器学习的用于分析氟喹诺酮类抗生素的传感器阵列。

A Sensor Array Based on Molecularly Imprinted Polymers and Machine Learning for the Analysis of Fluoroquinolone Antibiotics.

机构信息

Sensors and Biosensors Group, Department of Chemistry, Universitat Autònoma de Barcelona, Faculty of Sciences, 08193 Bellaterra, Barcelona, Spain.

出版信息

ACS Sens. 2022 Nov 25;7(11):3318-3325. doi: 10.1021/acssensors.2c01260. Epub 2022 Oct 25.

DOI:10.1021/acssensors.2c01260
PMID:36281963
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9706806/
Abstract

Fluoroquinolones (FQs) are one of the most important types of antibiotics in the clinical, poultry, and aquaculture industries, and their monitoring is required as the abuse has led to severe issues, such as antibiotic residues and antimicrobial resistance. In this study, we report a voltammetric electronic tongue (ET) for the simultaneous determination of ciprofloxacin, levofloxacin, and moxifloxacin in both pharmaceutical and biological samples. The ET comprises four sensors modified with three different customized molecularly imprinted polymers (MIPs) and a nonimprinted polymer integrated with Au nanoparticle-decorated multiwall carbon nanotubes (Au-fMWCNTs). MWCNTs were first functionalized to serve as a supporting substrate, while the anchored Au nanoparticles acted as a catalyst. Subsequently, MIP films were obtained by electropolymerization of pyrrole in the presence of the different target FQs. The sensors' morphology was characterized by scanning electron microscopy and transmission electron microscopy, while the modification process was followed electrochemically step by step employing [Fe(CN)] as the redox probe. Under the optimal conditions, the MIP(FQs)@Au-fMWCNT sensors exhibited different responses, limits of detection of . 1 μM, and a wide detection range up to 300 μM for the three FQs. Lastly, the developed ET presents satisfactory agreement between the expected and obtained values when used for the simultaneous determination of mixtures of the three FQs ( ≥0.960, testing subset), which was also applied to the analysis of FQs in commercial pharmaceuticals and spiked human urine samples.

摘要

氟喹诺酮类(FQs)是临床、家禽和水产养殖行业中最重要的抗生素类型之一,由于滥用导致抗生素残留和抗药性等严重问题,因此需要对其进行监测。在本研究中,我们报告了一种用于同时测定药物和生物样品中环丙沙星、左氧氟沙星和莫西沙星的电化学电子舌(ET)。ET 由四个传感器组成,这些传感器分别用三种不同的定制分子印迹聚合物(MIP)和一种非印迹聚合物与金纳米粒子修饰的多壁碳纳米管(Au-fMWCNTs)集成。MWCNTs 首先被功能化以作为支撑基底,而锚定的 Au 纳米粒子则作为催化剂。随后,在不同目标 FQs 的存在下,通过吡咯的电聚合获得 MIP 膜。通过扫描电子显微镜和透射电子显微镜对传感器的形态进行了表征,而修饰过程则通过电化学逐步进行,采用 [Fe(CN)]作为氧化还原探针。在最佳条件下,MIP(FQs)@Au-fMWCNT 传感器对三种 FQs 表现出不同的响应,检测限低至. 1 μM,检测范围宽达 300 μM。最后,当用于同时测定三种 FQs 的混合物时,所开发的 ET 在预期值和实测值之间具有令人满意的一致性(≥0.960,测试子集),该 ET 还应用于商业药物和加标人尿样中 FQs 的分析。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b212/9706806/f5ced737c1e1/se2c01260_0005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b212/9706806/f01c2553f1f5/se2c01260_0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b212/9706806/c1b63d45f11b/se2c01260_0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b212/9706806/0862bf4084a1/se2c01260_0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b212/9706806/f5ced737c1e1/se2c01260_0005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b212/9706806/f01c2553f1f5/se2c01260_0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b212/9706806/c1b63d45f11b/se2c01260_0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b212/9706806/0862bf4084a1/se2c01260_0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b212/9706806/f5ced737c1e1/se2c01260_0005.jpg

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Bioelectrochemistry. 2022 Aug;146:108145. doi: 10.1016/j.bioelechem.2022.108145. Epub 2022 Apr 30.
2
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RSC Adv. 2020 Mar 31;10(22):12823-12832. doi: 10.1039/d0ra01838d. eCollection 2020 Mar 30.
3
Detection of chlorpyrifos based on molecular imprinting with a conducting polythiophene copolymer loaded on multi-walled carbon nanotubes.
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Sensors (Basel). 2025 Apr 4;25(7):2304. doi: 10.3390/s25072304.
4
Optimisation of electrochemical sensors based on molecularly imprinted polymers: from OFAT to machine learning.基于分子印迹聚合物的电化学传感器的优化:从单因素实验设计到机器学习
Anal Bioanal Chem. 2024 Apr;416(9):2261-2275. doi: 10.1007/s00216-023-05085-9. Epub 2023 Dec 20.
5
Exploring the potential of molecularly imprinted polymers and metal/metal oxide nanoparticles in sensors: recent advancements and prospects.探索分子印迹聚合物和金属/金属氧化物纳米粒子在传感器中的潜力:最新进展与前景。
Mikrochim Acta. 2023 Dec 1;190(12):497. doi: 10.1007/s00604-023-06030-4.
6
Machine-learning-based predictions of imprinting quality using ensemble and non-linear regression algorithms.使用集成和非线性回归算法基于机器学习对印记质量进行预测。
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Talanta. 2020 Nov 1;219:121253. doi: 10.1016/j.talanta.2020.121253. Epub 2020 Jun 14.
10
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