A Sensitive Fluorescence Analysis Method of Pathogenic Microorganisms Based on Silicon Photomultiplier.

IF 2.6 4区 化学 Q2 BIOCHEMICAL RESEARCH METHODS
Yi Chen, Licheng Dai, Fei Zhang, Tianqi Zhao, Shangzhong Jin
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Abstract

The monitoring of pathogenic microorganisms in water is important for public health and disease outbreaks prediction. Recently, optical detection techniques have drawn much attention due to the advantages of rapid response, security and high sensitivity. In this paper, a fluorescence spectrometer based on 375 nm exciting laser and the microchannel liquid sample flow technology is proposed. The 4 × 4 narrowband filter array was coupled to a Silicon Photomultiplier (SiPM) array with single-photon sensitivity. B500 fluorescent microspheres and Escherichia coli were used for performance evaluation of the spectrometer. As a result, it is feasible to use random particle counting method to detect the bacteria concentration level in water even low to several CFU/mL. In addition, based on Python tools and neural network algorithm models, the fluorescence spectra of different kinds of substances (biotic and abiotic) can be classified with an accuracy of more than 97%. The method was successfully applied to tap water samples. The results suggest that the proposed method is applicable for on-site bacteria detection.

Abstract Image

基于硅光电倍增管的病原微生物灵敏荧光分析方法
监测水中的病原微生物对于公共卫生和疾病爆发预测非常重要。近年来,光学检测技术因其快速反应、安全性和高灵敏度等优点而备受关注。本文提出了一种基于 375 nm 激发激光和微通道液体样品流技术的荧光光谱仪。4 × 4 窄带滤波器阵列与具有单光子灵敏度的硅光电倍增管(SiPM)阵列耦合。光谱仪的性能评估使用了 B500 荧光微球和大肠杆菌。结果表明,使用随机粒子计数法检测水中的细菌浓度水平是可行的,甚至可以低至几个 CFU/mL。此外,基于 Python 工具和神经网络算法模型,可对不同种类物质(生物和非生物)的荧光光谱进行分类,准确率超过 97%。该方法已成功应用于自来水样品。结果表明,所提出的方法适用于现场细菌检测。
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来源期刊
Journal of Fluorescence
Journal of Fluorescence 化学-分析化学
CiteScore
4.60
自引率
7.40%
发文量
203
审稿时长
5.4 months
期刊介绍: Journal of Fluorescence is an international forum for the publication of peer-reviewed original articles that advance the practice of this established spectroscopic technique. Topics covered include advances in theory/and or data analysis, studies of the photophysics of aromatic molecules, solvent, and environmental effects, development of stationary or time-resolved measurements, advances in fluorescence microscopy, imaging, photobleaching/recovery measurements, and/or phosphorescence for studies of cell biology, chemical biology and the advanced uses of fluorescence in flow cytometry/analysis, immunology, high throughput screening/drug discovery, DNA sequencing/arrays, genomics and proteomics. Typical applications might include studies of macromolecular dynamics and conformation, intracellular chemistry, and gene expression. The journal also publishes papers that describe the synthesis and characterization of new fluorophores, particularly those displaying unique sensitivities and/or optical properties. In addition to original articles, the Journal also publishes reviews, rapid communications, short communications, letters to the editor, topical news articles, and technical and design notes.
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