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A Straightforward Method for Disaccharide Characterization from Transverse Relaxometry Using Low-Field Time-Domain Nuclear Magnetic Resonance 利用低场时域核磁共振横向弛豫测量法表征二糖的简单方法
IF 2.6 3区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2024-10-01 DOI: 10.1007/s12161-024-02691-w
Afroza Sultana, Ali Asghari, Seddik Khalloufi

The necessity of identifying and quantifying sugars in food processing is endless for maintaining food quality attributes such as color, taste, texture, monitoring regulatory compliance, labeling packages, and maintaining authenticity. Despite available analytical methods for characterizing sugar molecules, the limitations of conventional methods drive researchers to seek more convenient alternatives. This study aimed to characterize common disaccharides such as sucrose, lactose, maltose, and trehalose using a time domain nuclear magnetic resonance (TD-NMR), facilitating a quick, cost-effective, and user-friendly approach. In this experiment, transverse relaxation distribution curve was analyzed for characterizing disaccharides. Two peaks, referred to as the main and secondary peak(s), were observed for all the disaccharides, while a single peak (the main peak) was observed for pure water. Although they have similar molecular formulas and weights, lactose exhibited the longest relaxation time for the secondary peak, followed by trehalose, sucrose, and maltose. This behavior was assumed due to the interaction of sugar molecules with water. The increasing concentration of disaccharide in the solution displayed the leftward shifting of peaks. Maltose showed two secondary peaks, which were not observed in other sugar samples. The NMR showed potential to distinguish disaccharides from unknown powders and solutions by analyzing either the relaxation time of the secondary peak or the ratio of the secondary to the total peak. Moreover, quantification is possible from the standard curves of relaxation time and the combined peak area of the main and secondary peaks with the corresponding sugar concentration. However, it shows challenges in discrimination between α- and β-isomers.

在食品加工过程中,为了保持食品的色泽、口感、质地等质量属性,监控监管合规性,给包装贴标签,以及保持真实性,对糖分进行鉴定和量化的必要性是无止境的。尽管已有表征糖分子的分析方法,但传统方法的局限性促使研究人员寻求更方便的替代方法。本研究旨在利用时域核磁共振(TD-NMR)表征蔗糖、乳糖、麦芽糖和曲哈蔗糖等常见二糖,为快速、经济和用户友好型方法提供便利。本实验分析了横向弛豫分布曲线,以确定二糖的特征。所有双糖都出现了两个峰,分别称为主峰和次峰,而纯水只出现了一个峰(主峰)。虽然它们的分子式和重量相似,但乳糖的次峰弛豫时间最长,其次是三卤糖、蔗糖和麦芽糖。这种行为被认为是糖分子与水相互作用的结果。随着溶液中双糖浓度的增加,峰值左移。麦芽糖出现了两个次峰,这在其他糖类样品中没有观察到。核磁共振显示,通过分析次峰的弛豫时间或次峰与总峰的比率,可以从未知粉末和溶液中区分出二糖。此外,还可根据弛豫时间标准曲线以及主峰和次峰的合并峰面积与相应的糖浓度进行量化。不过,该方法在区分α-和β-异构体方面存在挑战。
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引用次数: 0
Phytochemical Factor Analysis of Some Extra Virgin Olive Oils (Olivae oleum) and the Effects of Storage Under Different Conditions—Simulating General Consumer Behavior 一些特级初榨橄榄油(Olivae oleum)的植物化学因子分析及不同条件下的储存影响--模拟一般消费者行为
IF 2.6 3区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2024-10-01 DOI: 10.1007/s12161-024-02692-9
Muhammed Gungoren

Olive oil, one of the foods that has a wide place in production and consumption worldwide, is considered important in terms of taste and health, thanks to the components it contains. However, incorrect approaches to storing this seasonally produced food cause significant losses for many consumers. In this study, by simulating a general consumer behavior, three extra virgin olive oils (EVOO) produced annually were procured and stored under different conditions for 6 months; and the effects of time, temperature, and light parameters were examined. The phytochemical properties of olive oils were analyzed and repeated after 3 and 6 months. During the process, negative changes occurred in free fatty acid values from 0.51 ± 0.01 to 2.04 ± 0.01 (oleic acid%), total phenolic content amounts from 481.77 ± 3.24 to 96.02 ± 0.94 (mg GAE/kg oil), total antioxidant capacity from 215.93 ± 1.67 to 11.21 ± 0.17 (mg TE/kg oil), and peroxide values from 13.58 ± 0.34 to 31.96 ± 0.85 (meq O2/kg). Oleic acid ratios were between 66.37 ± 1.09% (Halhalı) and 72.97 ± 1.19% (Memecik) in all processes and samples. No defect was detected in sensory test results for up to 6 months. Among the most important phenolic components, hydroxytyrosol (max 33.18 ± 0.81 mg/kg) and tyrosol (max 3.93 ± 0.03 mg/kg) showed a fluctuating change, and oleuropein (max 7.40 ± 0.12 mg/kg) tended to decrease. Statistical results performed with all samples and parameters using principal component analysis showed that oleic acid, linoleic acid, hydroxytyrosol, total unsaturated fatty acid values, some terpenes, and C6 volatile components were the most characteristic components for the oils studied. Additionally, the results showed that time was more effective than temperature and light variables in storage.

橄榄油是在全世界生产和消费中占有广泛地位的食品之一,由于其所含的成分,橄榄油在口感和健康方面都被认为是非常重要的。然而,储存这种季节性食品的错误方法给许多消费者造成了巨大损失。在这项研究中,通过模拟一般消费者的行为,采购了每年生产的三种特级初榨橄榄油(EVOO),并在不同条件下贮存了 6 个月;研究了时间、温度和光照参数的影响。在 3 个月和 6 个月后,对橄榄油的植物化学特性进行了分析和重复。在此过程中,游离脂肪酸值从 0.51 ± 0.01 到 2.04 ± 0.01(油酸百分比),总酚含量从 481.77 ± 3.24 到 96.02 ± 0.94(毫克 GAE/千克油),总抗氧化能力从 215.93 ± 1.67 到 11.21 ± 0.17(毫克 TE/千克油),过氧化值从 13.58 ± 0.34 到 31.96 ± 0.85(meq O2/千克)。所有工艺和样品的油酸比率介于 66.37 ± 1.09% (Halhalı)和 72.97 ± 1.19% (Memecik)之间。在长达 6 个月的感官测试结果中未发现任何缺陷。在最重要的酚类成分中,羟基酪醇(最大值为 33.18 ± 0.81 毫克/千克)和酪醇(最大值为 3.93 ± 0.03 毫克/千克)呈波动变化,油菜素(最大值为 7.40 ± 0.12 毫克/千克)呈下降趋势。利用主成分分析法对所有样本和参数进行的统计结果表明,油酸、亚油酸、羟基酪醇、不饱和脂肪酸总值、一些萜类化合物和 C6 挥发性成分是所研究的油类中最具特征的成分。此外,研究结果表明,在贮藏过程中,时间比温度和光照更有效。
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引用次数: 0
Sensory Evaluation and Volatile Organic Compounds in Dried Mango Produced from Different Varieties 不同品种芒果干的感官评价和挥发性有机化合物
IF 2.6 3区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2024-09-30 DOI: 10.1007/s12161-024-02694-7
Ronielli Cardoso Reis, Paulo Roberto Ribeiro de Mesquita, Eliseth de Souza Viana, Nelson Fonseca, Lorena Araújo Peixoto Correia, Djalma Lucas de Sousa Maia, Lorena Santos de Almeida, Rejiane Brandão Silveira, Letícia de Jesus Tedgue, Izaias Tupinambá Araujo Junior

Mango aroma and flavor are attributed to hundreds of volatile metabolites and their combinations, concentrations, and proportions, which give the fruits unique aromatic characteristics. This study evaluated the sensory characteristics and volatile organic compounds (VOCs) in five dried mango varieties. The five dried mango types differed in VOC content and sensory characteristics. Dried Malika and Van Dyke mangoes were the most accepted by consumers, and CPAC 165/93 was the least accepted. The attributes “too weak” aroma and flavor, “not sweet enough,” and “hard texture” negatively influenced the product’s acceptance scores. A total of 149 volatile compounds were identified, with the highest levels belonging to the class of terpenes, aldehydes, and esters, and the following compounds were found at higher percentages: lactones in the Malika mango; acids, monoterpenes, and sesquiterpenes in the Van Dyke variety; esters and ketones in CPAC 165/93; alcohols in Amrapali; and aldehydes in Palmer. Principal component analysis (PCA) showed that the presence of compounds of the lactone and terpene classes positively influence the acceptance of the aroma and flavor of the dried mangoes, and the compounds of the ester and ketone classes contribute to the lower sensory acceptance of these attributes. Dried mangoes produced with the Malika and Van Dyke varieties were the most accepted by consumers; therefore, these varieties can be recommended for the food dehydration industry.

芒果的香气和风味归因于数百种挥发性代谢物及其组合、浓度和比例,它们赋予了水果独特的芳香特征。本研究评估了五个芒果干品种的感官特征和挥发性有机化合物(VOC)。五种芒果干的挥发性有机化合物含量和感官特征各不相同。消费者对马利卡芒果干和 Van Dyke 芒果干的接受度最高,而对 CPAC 165/93 的接受度最低。香气和味道 "太淡"、"不够甜 "和 "质地硬 "对产品的接受度有负面影响。共鉴定出 149 种挥发性化合物,其中含量最高的是萜类、醛类和酯类,以下化合物的比例较高:马利卡芒果中的内酯;范戴克品种中的酸、单萜和倍半萜;CPAC 165/93 中的酯和酮;Amrapali 中的醇;帕尔默中的醛。主成分分析(PCA)显示,内酯类和萜烯类化合物的存在对芒果干香气和风味的接受度有积极影响,而酯类和酮类化合物则导致这些属性的感官接受度较低。消费者对马利卡和凡戴克品种生产的芒果干的接受度最高;因此,这些品种可推荐用于食品脱水行业。
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引用次数: 0
Determination of Adulteration in Evening Primrose Oil Capsules by 1H NMR Analysis and Chemometric Techniques 通过 1H NMR 分析和化学计量学技术确定月见草油胶囊中的掺假成分
IF 2.6 3区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2024-09-30 DOI: 10.1007/s12161-024-02675-w
Alisson L. Figueiredo, Cleverton S. Fernandes, Ingrid L. Fernandes, Patricia D. S. Santos, Amanda C. Assakawa, Ernani A. Basso, Oscar O. Santos

The consumption of dietary supplements has grown exponentially over the last few years, among which the oil obtained from evening primrose seeds stands out for containing a high level of polyunsaturated fatty acids, especially γ-linolenic fatty acid, which helps to reduce effects of menopause, premenstrual tension, and among other benefits. This work presents a study of the lipid quality of the eight main brands of evening primrose oil capsules on the national market, evaluated using 1H nuclear magnetic resonance spectroscopy together with chemometric analysis techniques (principal component analysis and multiple linear regression). Therefore, among the commercially acquired samples, only two had a lipid profile close to the reference evening primrose oil, the others had scores ranging from 17.9 to 25.8, making them unsuitable for consumption. This was possible based on the identification of markers in the 1H spectra with potential for study and application in determining the lipid quality of other encapsulated vegetable oils.

在过去几年中,膳食补充剂的消费量急剧增长,其中月见草籽油因含有大量多不饱和脂肪酸,尤其是γ-亚麻酸脂肪酸而脱颖而出,这种脂肪酸有助于减轻更年期的影响、经前紧张和其他益处。本研究采用 1H 核磁共振光谱和化学计量分析技术(主成分分析和多元线性回归),对全国市场上八种主要品牌月见草油胶囊的脂质质量进行了评估。因此,在市售的样品中,只有两个样品的脂质特征接近月见草油参考值,其他样品的得分在 17.9 到 25.8 之间,不适合食用。之所以能做到这一点,是因为在 1H 光谱中发现了一些标记,这些标记具有研究潜力,可用于确定其他封装植物油的脂质质量。
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引用次数: 0
Advanced Quantification of Trans Fatty Acids in Biscuits Using Fourier Transform Infrared Spectroscopy with Attenuated Total Reflectance (FT-IR-ATR) 利用傅立叶变换红外光谱与衰减全反射 (FT-IR-ATR) 对饼干中的反式脂肪酸进行高级定量分析
IF 2.6 3区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2024-09-25 DOI: 10.1007/s12161-024-02689-4
Júlia Gonçalves Mayer, Carolina Palma Diniz Rosas, Gustavo Luis de Paiva Anciens Ramos, Josiane Roberto Domingues, Kátia Gomes de Lima Araújo

The aim of the present study was to investigate the feasibility and applicability of Attenuated Total Reflectance Fourier Transform Infrared Spectroscopy (FT-IR-ATR) techniques, without extraction, with prior extraction of fat and after hydrolysis and methylation, to fatty acid methyl esters (FAME) to evaluate the content of trans fatty acids (TFA) in filled biscuits and to compare the results obtained with those obtained when elaidic acid was determined by the GC–MS technique. Eight commercial brands of chocolate filled biscuits and one package of hydrogenated vegetable fat were selected to be used as secondary standards by FT-IR-ATR. The presence of TFA was identified by FT-IR-ATR by visualization of the band at 966 cm−1. No significant differences were found between the concentrations of TFA determined by the three methods tested. The study indicated that the FT-IR-ATR technique, when used to analyze the lipid extract and the samples in the form of FAME, is suitable for estimating the TFA content in chocolate filled biscuits.

本研究的目的是调查衰减全反射傅立叶变换红外光谱法(FT-IR-ATR)技术的可行性和适用性,在不提取、预先提取脂肪以及水解和甲基化之后,用脂肪酸甲酯(FAME)来评估灌装饼干中反式脂肪酸(TFA)的含量,并将所得结果与用气相色谱-质谱法(GC-MS)测定麦饭石酸时所得结果进行比较。FT-IR-ATR 选取了 8 种商业品牌的巧克力馅饼干和 1 包氢化植物脂肪作为二级标准。通过傅立叶变换红外-原子吸收光谱(FT-IR-ATR)对 966 cm-1 波段的观察,确定了反式脂肪酸的存在。通过三种测试方法测定的反式脂肪酸浓度之间没有发现明显差异。研究表明,FT-IR-ATR 技术在用于分析脂质提取物和以 FAME 形式存在的样品时,适用于估算巧克力馅饼干中的反式脂肪酸含量。
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引用次数: 0
Assessment of Meat Freshness via Optical Measurement of Carbon Dioxide Using Fluorescent Capillary Coating 利用荧光毛细管涂层通过光学测量二氧化碳评估肉类新鲜度
IF 2.6 3区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2024-09-25 DOI: 10.1007/s12161-024-02681-y
S. Anusankari, A. BalajiGanesh, R. Subasri

This paper describes a unique method for quickly, accurately, and non-destructively determining the freshness of meat. During the spoilage of meat, CO₂ is evolved primarily through microbial respiration. The production of CO₂ is often a sign of active spoilage, which helps in determining the freshness and safety of meat consumption. The level of carbon dioxide evolved during meat spoilage was measured using a fluorescent material–coated capillary tube. A CO2 sensing dye was immobilized in a hybrid sol–gel silica matrix followed by its deposition inside a glass capillary tube, which acts as the sensing medium. When the sensing medium is excited by a light source, it fluoresces. The intensity of the fluorescence emitted when meat samples are exposed to the capillary tube diminishes proportionally to the CO2 concentration, thereby enabling quantification. The fluorescence intensity and CO2 concentration were found to have a high linear correlation (R2 > 0.95), demonstrating the method’s accuracy and dependability. A low response time of 12 s signifies the fast detection of changes happening in the evolution of CO2 from meat. The recovery time is determined to be 17 s. Within this time, the sensor becomes ready to react to fresh stimuli for CO2 detection. A short recovery time allows for more rapid successive measurements. This approach is environment-friendly and makes real-time measurements possible, making it ideal for on-site and in-line applications in the food sector. It provides the meat processing industry with an easy, affordable, and effective replacement for traditional methods, enabling quicker decision-making and quality control.

本文介绍了一种快速、准确、无损地测定肉类新鲜度的独特方法。在肉类腐败过程中,主要通过微生物呼吸作用产生 CO₂。CO₂ 的产生通常是腐败活跃的标志,有助于确定肉类的新鲜度和食用安全。使用涂有荧光材料的毛细管测量了肉类腐败过程中产生的二氧化碳水平。二氧化碳传感染料被固定在混合溶胶-凝胶二氧化硅基质中,然后沉积在作为传感介质的玻璃毛细管中。当传感介质被光源激发时,就会发出荧光。当肉类样品暴露在毛细管中时,发出的荧光强度与二氧化碳浓度成比例地减弱,从而实现量化。荧光强度和二氧化碳浓度具有很高的线性相关性(R2 > 0.95),证明了该方法的准确性和可靠性。12 秒的低响应时间表明,该方法能快速检测到肉类中二氧化碳的变化。在这段时间内,传感器可以对二氧化碳检测的新刺激做出反应。恢复时间短,可以更快地进行连续测量。这种方法对环境友好,可进行实时测量,非常适合食品行业的现场和在线应用。它为肉类加工业提供了一种简便、经济、有效的方法来替代传统方法,从而实现更快的决策和质量控制。
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引用次数: 0
Analysis of Vitamin D3 in Meat-Based Ready-To-Eat (RTE) Products: A Comparative Study of Extraction Methods (SPE and DLLME) Using LC–MS/MS 肉类即食(RTE)产品中维生素 D3 的分析:使用 LC-MS/MS 的提取方法(SPE 和 DLLME)比较研究
IF 2.6 3区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2024-09-23 DOI: 10.1007/s12161-024-02680-z
Harshitha Annappa, Anand Tamatam, Ilaiyaraja Nallamuthu, Mahadeva Naika, Lakshmana JH, Dhananjay Kumar

Vitamin D is a crucial nutrient, and its accurate quantification in food matrices, such as meat and egg, is vital for nutritional and health assessments. In the present study, two extraction methods, i.e., solid phase extraction (SPE) and dispersive liquid–liquid microextraction (DLLME), after sample hydrolysis by saponification, were compared for better vitamin D extraction from the samples. The extracted analyte was analyzed using liquid chromatography-tandem mass spectrometry (LC–MS/MS) by electron spray ionization method. The efficiency of the SPE method was tested with petroleum ether, chloroform, n-heptane, and dichloromethane solvents through C-18 Oasis cartridge, while the DLLME method was evaluated with varying combinations of extraction solvents (toluene, carbon tetrachloride, chloroform, and dichloromethane) and dispersive solvents (acetone, acetonitrile, and ethanol). The results showed that the recovery of the vitamin in the SPE method ranged between 8.6 and 17.2%, with the maximum recovery achieved using petroleum ether. On the other hand, the DLLME method yielded a broader range of recovery (2.4–118.9%) for the different combinations of dispersive and extraction solvents. As the maximum recovery was obtained for the combination of toluene and acetone in DLLME method, this was selected for further studies to extract vitamin D3 from boiled egg, cooked fish, and ready-to-eat food products (chicken biryani, chicken pulav, chicken soup, chicken curry, and chicken kurma). The vitamin D3 content in the food products varied in the range of 11.6–136.4 µg/kg, where boiled egg (11.6 ± 8.7 µg/kg) and fish (136.4 ± 8.8 µg/kg) had minimum and maximum quantities, respectively.

Graphical Abstract

维生素 D 是一种重要的营养素,在肉类和蛋类等食品基质中对其进行准确定量对于营养和健康评估至关重要。本研究比较了固相萃取(SPE)和分散液-液微萃取(DLLME)两种萃取方法,前者是在样品经皂化水解后进行的,后者则是为了更好地从样品中提取维生素 D。提取的分析物采用电子喷雾离子化法进行液相色谱-串联质谱(LC-MS/MS)分析。使用石油醚、氯仿、正庚烷和二氯甲烷溶剂通过 C-18 Oasis 滤芯测试了 SPE 方法的效率,而使用不同的萃取溶剂组合(甲苯、四氯化碳、氯仿和二氯甲烷)和分散溶剂(丙酮、乙腈和乙醇)评估了 DLLME 方法。结果表明,SPE 法的维生素回收率在 8.6% 到 17.2% 之间,其中石油醚的回收率最高。另一方面,DLLME 方法在不同的分散溶剂和萃取溶剂组合下的回收率范围更广(2.4%-118.9%)。由于 DLLME 法中甲苯和丙酮的组合回收率最高,因此被选作进一步研究的对象,用于从煮鸡蛋、熟鱼和即食食品(鸡肉饭、鸡肉卷、鸡汤、咖喱鸡肉和咖喱鸡肉)中提取维生素 D3。食品中的维生素 D3 含量变化范围为 11.6-136.4 微克/千克,其中煮鸡蛋(11.6 ± 8.7 微克/千克)和鱼(136.4 ± 8.8 微克/千克)的含量分别最低和最高。
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引用次数: 0
Development of a Low-Temperature Purification Method for Gas Chromatography–Mass Spectrometry Quantification of Three Cresol Isomers in Smoked Bacon 开发用于气相色谱-质谱法定量熏腊肉中三种甲酚异构体的低温纯化方法
IF 2.6 3区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2024-09-23 DOI: 10.1007/s12161-024-02687-6
Maria Eduarda A. Ruas, Flaviano O. Silvério, Gevany P. Pinho

Cresol isomers are compounds known as environmental chemical contaminants, and they are widely distributed in smoked foods. Thus, the objective of this study was to develop a method based on solid–liquid extraction with low-temperature purification (SLE-LTP) and analysis by gas chromatography-mass spectrometry (GC–MS) for quantification of three cresol isomers (o-cresol, m-cresol, and p-cresol) in smoked bacon samples. The SLE-LTP was optimized, validated, and compared with the QuEChERS method. The proposed method was selective after derivatization with BSTFA [N,O-Bis(trimethylsilyl)trifluoroacetamide], which achieved a limit of quantification of 53.3 μg kg−1, recoveries between 90 and 116%, relative standard deviation lower than 13%, negative matrix effects, and linearity in the range of 53.3 to 1332.5 μg kg−1 with coefficient of determination higher than 0.99 in matrix-matched calibration. The method was applied to quantify cresol isomers in five commercial samples of smoked bacon and the results showed concentrations between 62.1 and 1204 μg kg−1. Finally, the developed methodology is suitable for monitoring cresol isomers, which are present in high levels in smoked bacon.

甲酚异构体是一种已知的环境化学污染物,广泛存在于熏制食品中。因此,本研究旨在开发一种基于固液萃取-低温纯化(SLE-LTP)和气相色谱-质谱(GC-MS)分析的方法,用于定量检测熏制腊肉样品中的三种甲酚异构体(邻甲酚、间甲酚和对甲酚)。对 SLE-LTP 方法进行了优化、验证,并与 QuEChERS 方法进行了比较。该方法经BSTFA[N,O-双(三甲基硅基)三氟乙酰胺]衍生后具有选择性,定量限为53.3 μg kg-1,回收率为90%~116%,相对标准偏差小于13%,基质效应为负,线性范围为53.3~1332.5 μg kg-1,基质匹配校正的测定系数大于0.99。该方法被用于定量检测 5 个烟熏腊肉商业样品中的甲酚异构体,结果显示其浓度在 62.1 至 1204 μg kg-1 之间。最后,所开发的方法适用于监测熏腊肉中含量较高的甲酚异构体。
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引用次数: 0
Construction of a Nitrogen-Doped Carbon Quantum Dot Fluorescent Molecularly Imprinted Sensor for Ultra-Sensitive Detection of Sulfadiazine in Pork Samples 构建用于超灵敏检测猪肉样品中磺胺嘧啶的掺氮碳量子点荧光分子印迹传感器
IF 2.6 3区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2024-09-23 DOI: 10.1007/s12161-024-02685-8
Wenming Yang, Chenghao Liu, Baolin Zhang, Changchun Wu, Yang Cao, Weihong Huang, Wanzhen Xu

In the realm of food safety, the accumulation and potential health risks posed by persistent residues of broad-spectrum antimicrobials, which degrade slowly in the environment, have prompted the urgent development of efficient and sensitive detection methods. Addressing this challenge, nitrogen-doped carbon quantum dots (N-CQDs) were synthesized through a high-temperature hydrothermal method using citric acid and urea as sources. Utilizing these N-CQDs, a sensor incorporating molecularly imprinted polymers was developed through a sol–gel process with sulfadiazine (SDZ) as the template molecule. This involved using 3-aminopropyltriethoxysilane and tetraethyl orthosilicate as the monomer and cross-linker, respectively. The resulting sensor exhibited a linear detection range of 0 to 30 µmol/L and a notably low detection limit of 0.04 µmol/L. Further testing on actual pork samples revealed recovery rates between 95.10 and 108.30% and a relative standard deviation below 2.0%, emphasizing its high sensitivity and selectivity. This advancement not only enhances SDZ detection capabilities, but also paves the way for broader applications in food safety monitoring, setting a solid foundation for future developments in sensor technology.

Graphical Abstract

在食品安全领域,广谱抗菌剂在环境中降解缓慢,其持久残留造成的积累和潜在健康风险促使人们急需开发高效、灵敏的检测方法。为了应对这一挑战,研究人员以柠檬酸和尿素为原料,通过高温水热法合成了掺氮碳量子点(N-CQDs)。利用这些氮掺杂碳量子点,以磺胺嘧啶(SDZ)为模板分子,通过溶胶-凝胶工艺开发出了一种含有分子印迹聚合物的传感器。这包括使用 3-aminopropyltriethoxysilane 和原硅酸四乙酯分别作为单体和交联剂。由此产生的传感器的线性检测范围为 0 至 30 µmol/L,检测限低至 0.04 µmol/L。在实际猪肉样品上进行的进一步测试表明,回收率在 95.10% 至 108.30% 之间,相对标准偏差低于 2.0%,突显了其高灵敏度和高选择性。这一进步不仅增强了 SDZ 的检测能力,还为其在食品安全监控领域的更广泛应用铺平了道路,为传感器技术的未来发展奠定了坚实的基础。
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引用次数: 0
Realization of High-Accuracy Prediction of Metmyoglobin Content in Frozen Pork by VIS–NIR Spectroscopy Detection Method 利用 VIS-NIR 光谱检测法实现对冷冻猪肉中高铁血红蛋白含量的高精度预测
IF 2.6 3区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2024-09-20 DOI: 10.1007/s12161-024-02686-7
Yi Ming Wang, Hong Xing Cai, Yu Ren, Ting Ting Wang, Hong Zhang Wu, Yang Yang Hua, Dong Liang Li, Jian Guo Liu, Teng Li

Freezing is a common method to maintain pork quality. However, prolonged frozen storage can cause oxidation reactions of metmyoglobin in pork, resulting in meat quality deterioration. Therefore, it is significant to detect frozen pork quality rapidly and non-destructively for public health and food safety. Metmyoglobin content is considered a critical indicator for evaluating the quality of frozen pork. In this paper, a rapid non-destructive method combining visible and near-infrared (VIS–NIR) spectroscopy technology with chemometrics was applied for the high accuracy ion of metmyoglobin content. First, VIS–NIR spectral data were collected on the pork samples with different freezing times. The raw spectral data were pre-processed using six methods: 1st derivative, 2nd derivative, Savitzky-Golay convolutional smoothing, vector normalization, standard normal variate, and multiple scattering corrections. Then, partial least squares (PLS) and random forest (RF) algorithms were applied to establish the prediction models of metmyoglobin content respectively, while the characteristic wavelengths were extracted by combining with the successive projections algorithm (SPA). The results showed significant effects on the prediction accuracy by using different modeling combinations. The MSC-RF-SPA model performed best in prediction, with a coefficient of determination (R2) of 0.901 and a root mean square error (RMSE) of 0.0216, which confirmed the ability to evaluate metmyoglobin content in frozen pork with high accuracy. The results of this study indicated that Vis–NIR spectroscopy technology coupled with MSC-RF-SPA modeling is a promising method, which provided a new way to accurately detect metmyoglobin content in frozen pork.

冷冻是保持猪肉质量的常用方法。然而,长期冷冻储存会导致猪肉中的高铁血红蛋白发生氧化反应,从而导致肉质变差。因此,快速、无损地检测冷冻猪肉的质量对公众健康和食品安全意义重大。高铁血红蛋白含量被认为是评价冷冻猪肉质量的关键指标。本文将可见光和近红外(VIS-NIR)光谱技术与化学计量学相结合,采用非破坏性的快速方法对高铁血红蛋白含量进行了高精度的离子测定。首先,对不同冷冻时间的猪肉样品采集 VIS-NIR 光谱数据。使用六种方法对原始光谱数据进行预处理:一阶导数、二阶导数、萨维茨基-戈莱卷积平滑、矢量归一化、标准正态变异和多重散射校正。然后,应用偏最小二乘法(PLS)和随机森林算法(RF)分别建立高铁血红蛋白含量预测模型,并结合连续投影算法(SPA)提取特征波长。结果表明,不同的模型组合对预测精度有明显影响。其中,MSC-RF-SPA 模型的预测效果最好,其判定系数(R2)为 0.901,均方根误差(RMSE)为 0.0216,证明该模型能够高精度地评估冷冻猪肉中的高铁血红蛋白含量。研究结果表明,可见光-近红外光谱技术与 MSC-RF-SPA 建模相结合是一种很有前途的方法,为准确检测冷冻猪肉中的高铁血红蛋白含量提供了一种新途径。
{"title":"Realization of High-Accuracy Prediction of Metmyoglobin Content in Frozen Pork by VIS–NIR Spectroscopy Detection Method","authors":"Yi Ming Wang,&nbsp;Hong Xing Cai,&nbsp;Yu Ren,&nbsp;Ting Ting Wang,&nbsp;Hong Zhang Wu,&nbsp;Yang Yang Hua,&nbsp;Dong Liang Li,&nbsp;Jian Guo Liu,&nbsp;Teng Li","doi":"10.1007/s12161-024-02686-7","DOIUrl":"10.1007/s12161-024-02686-7","url":null,"abstract":"<div><p>Freezing is a common method to maintain pork quality. However, prolonged frozen storage can cause oxidation reactions of metmyoglobin in pork, resulting in meat quality deterioration. Therefore, it is significant to detect frozen pork quality rapidly and non-destructively for public health and food safety. Metmyoglobin content is considered a critical indicator for evaluating the quality of frozen pork. In this paper, a rapid non-destructive method combining visible and near-infrared (VIS–NIR) spectroscopy technology with chemometrics was applied for the high accuracy ion of metmyoglobin content. First, VIS–NIR spectral data were collected on the pork samples with different freezing times. The raw spectral data were pre-processed using six methods: 1<i>st</i> derivative, 2<i>nd</i> derivative, Savitzky-Golay convolutional smoothing, vector normalization, standard normal variate, and multiple scattering corrections. Then, partial least squares (PLS) and random forest (RF) algorithms were applied to establish the prediction models of metmyoglobin content respectively, while the characteristic wavelengths were extracted by combining with the successive projections algorithm (SPA). The results showed significant effects on the prediction accuracy by using different modeling combinations. The MSC-RF-SPA model performed best in prediction, with a coefficient of determination (<i>R</i><sup>2</sup>) of 0.901 and a root mean square error (<i>RMSE</i>) of 0.0216, which confirmed the ability to evaluate metmyoglobin content in frozen pork with high accuracy. The results of this study indicated that Vis–NIR spectroscopy technology coupled with MSC-RF-SPA modeling is a promising method, which provided a new way to accurately detect metmyoglobin content in frozen pork.</p></div>","PeriodicalId":561,"journal":{"name":"Food Analytical Methods","volume":"17 12","pages":"1668 - 1677"},"PeriodicalIF":2.6,"publicationDate":"2024-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142600801","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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Food Analytical Methods
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