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de Souza LF, Lana MAG, de Paiva CR, Fernandes WL, Nogueira R. Relative Matrix Effect in the Quantification of Nitroimidazoles and Dyes in Meat, Eggs, Shrimp, and Fish Using an Ethyl Acetate/Salting-Out Extraction and Isotope Dilution Ultra-High Performance Liquid Chromatography-Tandem Mass Spectrometry. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2025; 73:6500-6511. [PMID: 40052601 DOI: 10.1021/acs.jafc.4c10788] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/20/2025]
Abstract
This paper presents the validation of a multiresidue method for quantifying seven nitroimidazoles and four dyes in poultry, pork, beef, eggs, shrimp, and fish. The average matrix factors of standard normalized to IS (0.82-1.12) indicated no significant matrix effect, and the CV % values (2.26-12.10%) complied with the 20% limit of the Commission Implementing Regulation 2021/808. However, medium suppression (50-80%) or enhancement (120-150%) was observed in 4.29% and 2.14% of the individual matrix extracts, respectively. The linearity ranges (in μg kg-1) were 0.50-3.0 for nitroimidazoles and 0.25-1.5 for dyes, and the determination coefficients (R2) were at least 0.9688. The limits of quantitation were the lowest calibration levels. Analyte recovery and reproducibility were satisfactory (fREC: 77.95-115.0%; CV: 5.09-27.24%). The decision limits (CCα) (in μg kg-1) were 0.59-1.00 for nitroimidazoles and 0.29-0.46 for dyes and complied with the EURLs minimum method performance requirements (1.0 and 0.5 μg kg-1, respectively).
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Affiliation(s)
- Leonardo F de Souza
- Laboratory of Food Residues and Contaminants (RCA), National Agricultural Defense Laboratory of Minas Gerais (LFDA/MG), Brazilian Ministry of Agriculture, Livestock and Food Supply (MAPA), Avenida Rômulo Joviano s/n, 33250-220 Pedro Leopoldo, Minas Gerais, Brazil
| | - Mary Ane G Lana
- Laboratory of Food Residues and Contaminants (RCA), National Agricultural Defense Laboratory of Minas Gerais (LFDA/MG), Brazilian Ministry of Agriculture, Livestock and Food Supply (MAPA), Avenida Rômulo Joviano s/n, 33250-220 Pedro Leopoldo, Minas Gerais, Brazil
| | - Cristiana R de Paiva
- Laboratory of Food Residues and Contaminants (RCA), National Agricultural Defense Laboratory of Minas Gerais (LFDA/MG), Brazilian Ministry of Agriculture, Livestock and Food Supply (MAPA), Avenida Rômulo Joviano s/n, 33250-220 Pedro Leopoldo, Minas Gerais, Brazil
| | - Wagner L Fernandes
- Laboratory of Food Residues and Contaminants (RCA), National Agricultural Defense Laboratory of Minas Gerais (LFDA/MG), Brazilian Ministry of Agriculture, Livestock and Food Supply (MAPA), Avenida Rômulo Joviano s/n, 33250-220 Pedro Leopoldo, Minas Gerais, Brazil
| | - Raquel Nogueira
- Laboratory of Food Residues and Contaminants (RCA), National Agricultural Defense Laboratory of Minas Gerais (LFDA/MG), Brazilian Ministry of Agriculture, Livestock and Food Supply (MAPA), Avenida Rômulo Joviano s/n, 33250-220 Pedro Leopoldo, Minas Gerais, Brazil
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2
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Ziyang H, Shaoen Z, Qingzhou C, Hong L, Jianxin S, Kaiqiang W, Huiying W, Limin C. Novel solid-phase extraction promotes simultaneous colloidal gold immunochromatographic assay of malachite green, leuco-malachite green, chloramphenicol, and semi-carbazone metabolites in aquatic products. Food Chem 2025; 465:142118. [PMID: 39581092 DOI: 10.1016/j.foodchem.2024.142118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2024] [Revised: 11/08/2024] [Accepted: 11/16/2024] [Indexed: 11/26/2024]
Abstract
Solid phase extraction (SPE) using traditional column materials offers several advantages, but its ability to simultaneously extract and purify commonly used veterinary drugs, such as chloramphenicol, malachite green, leuco-malachite green and semi-carbazone, remains unproven.Therefore, in the present study, a rapid analytical method based on ultrasound-assisted SPE combined with colloidal gold test strips was developed and applied herein to determine the residues of these veterinary drugs in common aquatic products. Under optimized conditions, the method achieved a limit of detection in the range of 0.01-0.5 μg/kg, inter-day RSDs of the spiked samples in the ranges of 0.99-5.58 % and 1.6-7.2 %, and absolute recoveries in the range of 84.2-112.9 % using the colloidal gold immunoassay and enzyme-linked immunosorbent assay methods, respectively. The SPE column efficiently enriched the four veterinary drugs simultaneously, showing considerable potential for determining common veterinary drug residues in aquatic products.
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Affiliation(s)
- He Ziyang
- College of Food Science and Engineering, Ocean University of China, Qingdao 266003, Shandong Province, China
| | - Zhang Shaoen
- China-Hangzhou Nankairixin Biotechnology Co.,Ltd, 481 Minhe Rd, Xiaoshan, Hangzhou, China
| | - Chen Qingzhou
- China-Hangzhou Nankairixin Biotechnology Co.,Ltd, 481 Minhe Rd, Xiaoshan, Hangzhou, China
| | - Lin Hong
- College of Food Science and Engineering, Ocean University of China, Qingdao 266003, Shandong Province, China
| | - Sui Jianxin
- College of Food Science and Engineering, Ocean University of China, Qingdao 266003, Shandong Province, China
| | - Wang Kaiqiang
- College of Food Science and Engineering, Ocean University of China, Qingdao 266003, Shandong Province, China
| | - Wang Huiying
- College of Food Science and Engineering, Ocean University of China, Qingdao 266003, Shandong Province, China
| | - Cao Limin
- College of Food Science and Engineering, Ocean University of China, Qingdao 266003, Shandong Province, China.
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3
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Nehru R, Gnanakrishnan S, Chen CW, Dong CD. Lignocellulosic carbon sheets-based hybrid electrochemical sensor for ultra-sensitive detection of chloramphenicol. CHEMOSPHERE 2025; 370:143911. [PMID: 39647789 DOI: 10.1016/j.chemosphere.2024.143911] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/11/2024] [Revised: 11/18/2024] [Accepted: 12/05/2024] [Indexed: 12/10/2024]
Abstract
Efficient detection of chloramphenicol (CAP) in the environment and food products is crucial for addressing global health and environmental safety concerns. This study presents the development of a cost-effective hybrid electrocatalyst comprising lignocellulosic carbon sheets, graphene oxide, and manganese oxide (LCSs/GO@MnO2) for CAP detection using a simple electrochemical sensor fabricated on a glassy carbon electrode (GCE) substrate. The synergistic interaction between LCSs, GO, and MnO2 enhance the electroactive surface area of GCE, facilitating effective dispersion and electrode modification. This composite material significantly improves electrical conductivity and provides numerous electroactive sites for electrochemical CAP detection via voltammetric techniques. The developed sensor demonstrates a rapid electron transfer rate, enhancing electrode sensitivity for CAP detection at a low overpotential (-0.5717 V) and an optimal pH (7.0). The sensor exhibits a wide linear range (0.017-477.247 μM), excellent sensitivity (105.22 μA μM-1 cm-2), and a low limit of detection (1.2 nM) with enhanced charge carrier efficiency. Additionally, the sensor shows good cycle stability, reproducibility, selectivity, and trace-level CAP sensing applicability in food samples at a low cost. These features make the sensor a promising platform for monitoring antibiotics in various applications.
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Affiliation(s)
- Raja Nehru
- College of Hydrosphere Science, Institute of Aquatic Science and Technology, National Kaohsiung University of Science and Technology, Kaohsiung City, 81157, Taiwan; Department of Marine Environmental Engineering, National Kaohsiung University of Science and Technology, Kaohsiung City, 81157, Taiwan.
| | - Srikanth Gnanakrishnan
- College of Hydrosphere Science, Institute of Aquatic Science and Technology, National Kaohsiung University of Science and Technology, Kaohsiung City, 81157, Taiwan
| | - Chiu-Wen Chen
- College of Hydrosphere Science, Institute of Aquatic Science and Technology, National Kaohsiung University of Science and Technology, Kaohsiung City, 81157, Taiwan; Department of Marine Environmental Engineering, National Kaohsiung University of Science and Technology, Kaohsiung City, 81157, Taiwan
| | - Cheng-Di Dong
- College of Hydrosphere Science, Institute of Aquatic Science and Technology, National Kaohsiung University of Science and Technology, Kaohsiung City, 81157, Taiwan; Department of Marine Environmental Engineering, National Kaohsiung University of Science and Technology, Kaohsiung City, 81157, Taiwan.
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Naveena M, Kesavan M, Taynath B, Ahammed Shabeer TP. Development of a targeted LC-MS/MS method for the analysis of zero tolerance antimicrobials in buffalo meat. J Food Compost Anal 2025; 137:106858. [DOI: 10.1016/j.jfca.2024.106858] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2025]
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Cai M, Wang X, Lu K, Zhou B, Wei L, Cheng X. Development of a novelly selective HPLC-chemiluminescence method by targeting degradation intermediates of nitroimidazoles and its application in animal food products. Food Chem X 2025; 25:102205. [PMID: 39925759 PMCID: PMC11803852 DOI: 10.1016/j.fochx.2025.102205] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2024] [Revised: 01/08/2025] [Accepted: 01/19/2025] [Indexed: 02/11/2025] Open
Abstract
Residues of nitro-containing drugs in food and the environment have aroused social concern because of their excessive use for the treatment of human and animal diseases. The disadvantages of complex and time-consuming pretreatments in existing methods make it imperative to develop novel methods. Herein, with the aid of recognition probe MCLA, an excellent selective method for the detection of nitroimidazoles (NDZs) was developed based on high-performance liquid chromatography combined with ultraviolet (UV) degradation and chemiluminescence (HPLC-UV-CL). The study proposed an innovative process for the formation of SO4 •-, •OH, and •NO via advanced oxidation processes of NDZs. Six studied NDZs achieved baseline separation within 24 min with detection limits as low as 3 ng/mL (S/N = 3). The proposed method is efficient, cost-effective, and does not require complicated purification steps. This study presents a unique approach for the detection of nitro-containing contaminants and provides new insights into monitoring advanced oxidation processes.
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Affiliation(s)
- Mengdie Cai
- Jiangxi Province Key Laboratory of Preventive Medicine, School of Public Health, Nanchang University, Nanchang 330006, China
| | - Xinyu Wang
- Jiangxi Province Key Laboratory of Preventive Medicine, School of Public Health, Nanchang University, Nanchang 330006, China
| | - Kun Lu
- Jiangxi Province Key Laboratory of Preventive Medicine, School of Public Health, Nanchang University, Nanchang 330006, China
| | - Bixiao Zhou
- Jiangxi Province Key Laboratory of Preventive Medicine, School of Public Health, Nanchang University, Nanchang 330006, China
| | - Lijun Wei
- Jiangxi Province Key Laboratory of Preventive Medicine, School of Public Health, Nanchang University, Nanchang 330006, China
| | - Xianglei Cheng
- Jiangxi Province Key Laboratory of Preventive Medicine, School of Public Health, Nanchang University, Nanchang 330006, China
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Zheng X, Xie Y, Chen Z, Cao M, Lei X, Le T. A comprehensive review on the pretreatment and detection methods of nitrofurans and their metabolites in animal-derived food and environmental samples. Food Chem X 2024; 24:101928. [PMID: 39539437 PMCID: PMC11558636 DOI: 10.1016/j.fochx.2024.101928] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2024] [Revised: 10/15/2024] [Accepted: 10/23/2024] [Indexed: 11/16/2024] Open
Abstract
In recent years, the residues of nitrofurans (NFs) and their metabolites in animal-derived food and environmental samples have gained widespread attention. The parent drugs and their metabolites have displayed significant toxicity to human health including carcinogenic, mutagenic and teratogenic effects, leading to banned in animal husbandry in many countries. Hence, monitoring the residues of NFs is necessary to guarantee public health and ecological security. This review aims to summarize and assess the structural properties, residue status, sample pretreatment methods (liquid-liquid extraction, solid-phase extraction, Quick, Easy, Cheap, Effective, Rugged, and Safe (QuEChERS), and field-assisted extraction), and detection methods (chromatographic analysis, immunoassay, and some innovative detection methods) for NFs and their metabolites in animal-derived food and environmental samples. This paper provides a detailed reference and discussion for the analysis of NFs and their metabolites, which can effectively promote the establishment of innovative detection methods for NFs and their metabolites residues.
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Affiliation(s)
- Xiaoling Zheng
- Chongqing Key Laboratory of Conservation and Utilization of Freshwater Fishes, Animal Biology Key Laboratory of Chongqing Education Commission of China, College of Life Sciences, Chongqing Normal University, Chongqing 401331, China
| | - Yong Xie
- Bioassay 3D Reconstruction Laboratory, Chongqing Polytechnic University of Electronic Technology, Chongqing 401331, China
| | - Zhuoer Chen
- Chongqing Key Laboratory of Conservation and Utilization of Freshwater Fishes, Animal Biology Key Laboratory of Chongqing Education Commission of China, College of Life Sciences, Chongqing Normal University, Chongqing 401331, China
| | - Mingdong Cao
- Chongqing Key Laboratory of Conservation and Utilization of Freshwater Fishes, Animal Biology Key Laboratory of Chongqing Education Commission of China, College of Life Sciences, Chongqing Normal University, Chongqing 401331, China
| | - Xianlu Lei
- Chongqing Key Laboratory of Conservation and Utilization of Freshwater Fishes, Animal Biology Key Laboratory of Chongqing Education Commission of China, College of Life Sciences, Chongqing Normal University, Chongqing 401331, China
| | - Tao Le
- Chongqing Key Laboratory of Conservation and Utilization of Freshwater Fishes, Animal Biology Key Laboratory of Chongqing Education Commission of China, College of Life Sciences, Chongqing Normal University, Chongqing 401331, China
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Liu Y, Cai T, Chen S, Wen T, Peng H. CeFe nanofibrous carbon nanozyme integrated with smartphone for the point-of-care testing of norfloxacin in water. J Pharm Anal 2024; 14:101023. [PMID: 39850235 PMCID: PMC11755334 DOI: 10.1016/j.jpha.2024.101023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2024] [Revised: 06/03/2024] [Accepted: 06/22/2024] [Indexed: 01/25/2025] Open
Abstract
The overuse of antibiotics has led to the severe contamination of water bodies, posing a considerable hazard to human health. Therefore, the development of an accurate and rapid point-of-care testing (POCT) platform for the quantitative detection of antibiotics is necessary. In this study, Cerium oxide (CeO2) and Ferrosoferric oxide (Fe3O4) nanoparticles were simultaneously encapsulated into N-doped nanofibrous carbon microspheres to form of a novel nanozyme (CeFe-NCMzyme) with a porous structure, high surface area, and N-doped carbon material properties, leading to a considerable enhancement of the peroxidase (POD)-like activity compared with that of the CeO2 or Fe3O4 nanoparticles alone. The POD-like activity of CeFe-NCMzyme can be quenched using L-Cysteine (Cys) and subsequently restored by the addition of a quinolone antibiotic (norfloxacin, NOR). Therefore, CeFe-NCMzyme was used as a colorimetric sensor to detect NOR via an "On-Off" model of POD-like activity. The sensor possessed a wide linear range of 0.05-20.0 μM (R 2 = 0.9910) with a detection limit of 35.70 nM. Furthermore, a smartphone-assisted POCT platform with CeFe-NCMzyme was fabricated for quantitative detection of NOR based on RGB analysis. With the use of the POCT platform, a linear range of 0.1-20.0 μM and a detection limit of 54.10 nM were obtained. The spiked recoveries in the water samples were ranged from 97.73% to 102.01%, and the sensor exhibited good accuracy and acceptable reliability. This study provides a portable POCT platform for the on-site and quantitative monitoring of quinolone antibiotics in real samples, particularly in resource-constrained settings.
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Affiliation(s)
- Yue Liu
- Key Laboratory of Natural Microbial Medicine Research of Jiangxi Province, School of Life Science, Jiangxi Science and Technology Normal University, Nanchang, 330013, China
- School of Chemistry and Chemical Engineering, Nanchang University, Nanchang, 330031, China
| | - Taimei Cai
- Key Laboratory of Natural Microbial Medicine Research of Jiangxi Province, School of Life Science, Jiangxi Science and Technology Normal University, Nanchang, 330013, China
| | - Sen Chen
- School of Chemistry and Chemical Engineering, Nanchang University, Nanchang, 330031, China
| | - Tao Wen
- College of Mechanical and Intelligent Manufacturing, Central South University of Forestry and Technology, Changsha, 410004, China
| | - Hailong Peng
- School of Chemistry and Chemical Engineering, Nanchang University, Nanchang, 330031, China
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Liu C, Chen YQ, Lin H, Shi PY, Song J, Wu WL, Xiao QW, Dai Q. Two flavors in adulterated sesame oil: discovery, confirmation, and content regularity study. ANALYTICAL METHODS : ADVANCING METHODS AND APPLICATIONS 2024; 16:6210-6219. [PMID: 39193637 DOI: 10.1039/d4ay01132e] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/29/2024]
Abstract
Exploring and accurately detecting new adulteration markers in sesame oil is an important measure for sesame oil adulteration monitoring. In this study, two endogenous flavors sulfurol and γ-nonalactone which can be used as potential adulteration markers were first discovered in sesame oil and accurately quantified. First, the two endogenous flavors were discovered using gas chromatography-mass spectrometry (GC-MS), and their structures were confirmed by comparing the mass spectrograms with the NIST spectral library. Then the liquid chromatography-tandem mass spectrometry (LC-MS/MS) method using direct methanol extraction pretreatment and vanillin-D3 as an internal standard was developed for rapid quantitation and application. The method was successfully validated with recoveries ranging from 88.5% to 102.2% and relative standard deviations between 2.6% and 10.5% (n = 6). The combined method of GC-MS and LC-MS/MS was indicated to be efficient and highly sensitive for detection of sulfurol and γ-nonalactone in edible oil. Subsequently, 31 sesame oils from the market were detected, revealing that 31 samples contained the identified flavors within a relatively consistent range. However, the concentration of these flavor substances in one sample was abnormally high, indicating that there was a potential risk of adulteration. Therefore, the developed method shows good potential for quality evaluation and adulteration screening of sesame oil.
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Affiliation(s)
- Chuan Liu
- Chengdu Institute of Food Inspection, Chengdu 611130, China.
- Key Laboratory of Chemical Metrology and Applications on Nutrition and Health, State Administration for Market Regulation, Beijing 100029, China
- Irradiation Preservation Key Laboratory of Sichuan Province, Chengdu 611130, China
| | - Yan-Qiu Chen
- Chengdu Institute of Food Inspection, Chengdu 611130, China.
- Key Laboratory of Chemical Metrology and Applications on Nutrition and Health, State Administration for Market Regulation, Beijing 100029, China
- Irradiation Preservation Key Laboratory of Sichuan Province, Chengdu 611130, China
| | - Hao Lin
- Chengdu Institute of Food Inspection, Chengdu 611130, China.
- Key Laboratory of Chemical Metrology and Applications on Nutrition and Health, State Administration for Market Regulation, Beijing 100029, China
- Irradiation Preservation Key Laboratory of Sichuan Province, Chengdu 611130, China
| | - Pei-Yu Shi
- Chengdu Institute of Food Inspection, Chengdu 611130, China.
- Key Laboratory of Chemical Metrology and Applications on Nutrition and Health, State Administration for Market Regulation, Beijing 100029, China
- Irradiation Preservation Key Laboratory of Sichuan Province, Chengdu 611130, China
| | - Juan Song
- Chengdu Institute of Food Inspection, Chengdu 611130, China.
- Key Laboratory of Chemical Metrology and Applications on Nutrition and Health, State Administration for Market Regulation, Beijing 100029, China
- Irradiation Preservation Key Laboratory of Sichuan Province, Chengdu 611130, China
| | - Wen-Lin Wu
- Chengdu Institute of Food Inspection, Chengdu 611130, China.
- Key Laboratory of Chemical Metrology and Applications on Nutrition and Health, State Administration for Market Regulation, Beijing 100029, China
- Irradiation Preservation Key Laboratory of Sichuan Province, Chengdu 611130, China
| | - Quan-Wei Xiao
- Chengdu Institute of Food Inspection, Chengdu 611130, China.
- Key Laboratory of Chemical Metrology and Applications on Nutrition and Health, State Administration for Market Regulation, Beijing 100029, China
- Irradiation Preservation Key Laboratory of Sichuan Province, Chengdu 611130, China
| | - Qin Dai
- Chengdu Institute of Food Inspection, Chengdu 611130, China.
- Key Laboratory of Chemical Metrology and Applications on Nutrition and Health, State Administration for Market Regulation, Beijing 100029, China
- Irradiation Preservation Key Laboratory of Sichuan Province, Chengdu 611130, China
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Zhang D, Liu L, Li C. Aggregation-induced-emission red carbon dots for ratiometric sensing of norfloxacin and anti-counterfeiting. SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2024; 315:124186. [PMID: 38593536 DOI: 10.1016/j.saa.2024.124186] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/27/2023] [Revised: 03/09/2024] [Accepted: 03/23/2024] [Indexed: 04/11/2024]
Abstract
The detection of trace antibiotic residues holds significant importance because it's related to food safety and human health. In this study, we developed a new high-yield red-emitting carbon dots (R-CDs) with aggregation-induced emission properties for ratiometric sensing of norfloxacin. R-CDs were prepared in 30 min using an economical and efficient microwave-assisted method with tartaric acid and o-phenylenediamine as precursors, achieving a high yield of 34.4 %. R-CDs showed concentration-dependent fluorescence and aggregation-induced-emission properties. A ratiometric fluorescent probe for detecting the norfloxacin was developed. In the range of 0-40 μM, the intensity ratio of two emission peaks (I445 nm/I395 nm) towards norfloxacin show good linear relationship with its concentrations and a low detection limit was obtained (36.78 nM). In addition, complex patterns were developed for anti-counterfeiting based on different emission phenomenon at different concentrations. In summary, this study designed a novel ratiometric fluorescent probe for detection of norfloxacin, which greatly shortens the detection time and improves efficiency compared with high-performance liquid chromatography and other methods. The study will promote the application of carbon dots in anti-counterfeiting and other related fields, laying the foundation for the preparation of low-cost photosensitive anti-counterfeiting materials.
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Affiliation(s)
- Daohan Zhang
- College of Chemical and Pharmaceutical Engineering, Hebei University of Science and Technology, Shijiazhuang 050018, China
| | - Lei Liu
- College of Chemical and Pharmaceutical Engineering, Hebei University of Science and Technology, Shijiazhuang 050018, China; Hebei Innovation Center of Pharmaceutical and Chemical Engineering, Hebei University of Science and Technology, Shijiazhuang 050018, China.
| | - Chunyan Li
- College of Chemical and Pharmaceutical Engineering, Hebei University of Science and Technology, Shijiazhuang 050018, China
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