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Mechanistic elucidation of aflatoxin B1 degradation in corn and peanuts via nonthermal plasma: Reactive species and kinetic insights 玉米和花生通过非热等离子体降解黄曲霉毒素B1的机理研究:反应物种和动力学见解
IF 6.3 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-06-01 Epub Date: 2026-01-29 DOI: 10.1016/j.foodcont.2026.112021
Mustapha Muhammad Nasiru , Evans Frimpong Boateng , Fawze Alnadari , Sanusi Shamsudeen Nassarawa , Abdullateef Taiye Mustapha , Abdulaziz Nuhu Jibril , Jin Feng , Jiangfeng Song , Jin Wang , Wenjing Yan , Jianhao Zhang , Chunyang Li
Aflatoxin contamination in corn and peanuts poses significant risks to human and animal health, making effective decontamination essential. Nonthermal Plasma (NTP) treatment has emerged as a promising method for degrading aflatoxin B1 (AFB1), a potent carcinogen. This study investigated the efficacy of NTP at 160 kV and 150 Hz for 1–5 min in degrading AFB1 in corn and peanuts. The results showed that NTP treatment effectively reduced AFB1 concentrations, with corn exhibiting greater susceptibility than peanuts. The degradation followed a Zero-Order kinetic model, suggesting that the degradation rate was independent of AFB1 concentration. Reactive species generated during NTP treatment, including ozone, hydrogen peroxide, and hydroxyl radicals, played a pivotal role in the degradation process. Additionally, the study examined the impact of NTP on the physicochemical properties of the crops, revealing mild changes in nutritional composition, with more significant effects observed in corn. The NTP treatment also altered the texture and microstructure of both crops, enhancing gumminess and roughness, particularly in corn. This research highlighted NTP as a viable, efficient, and environmentally friendly solution for reducing aflatoxin contamination in food products.
玉米和花生中的黄曲霉毒素污染对人类和动物健康构成重大风险,因此必须进行有效的净化。非热等离子体(NTP)治疗已成为一种有前途的方法来降解黄曲霉毒素B1 (AFB1),一种强致癌物。研究了160 kV、150 Hz、1 ~ 5 min的NTP对玉米和花生AFB1的降解效果。结果表明,NTP处理能有效降低AFB1浓度,玉米对AFB1的敏感性高于花生。降解遵循零级动力学模型,表明降解速率与AFB1浓度无关。NTP处理过程中产生的活性物质,包括臭氧、过氧化氢和羟基自由基,在降解过程中发挥了关键作用。此外,该研究还检测了NTP对作物理化特性的影响,揭示了营养成分的轻微变化,在玉米中观察到更显著的影响。NTP处理还改变了两种作物的质地和微观结构,增强了粘性和粗糙度,尤其是玉米。这项研究强调了国家毒理学规划是减少食品中黄曲霉毒素污染的可行、有效和环保的解决方案。
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引用次数: 0
Fluorescent hydrogels as intelligent food packaging: An intelligent indicator for monitoring of meat and aquatic products freshness 作为智能食品包装的荧光水凝胶:一种用于肉类和水产品新鲜度监测的智能指示器
IF 6.3 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-06-01 Epub Date: 2026-02-02 DOI: 10.1016/j.foodcont.2026.112031
Min Ouyang, Qinlu Lin, Liyi Zhou
Intelligent hydrogels play a significant role as packaging materials in the real-time monitoring of food freshness. This review gives an overview of the recent application of fluorescent hydrogel for food freshness detection, which aims to develop new intelligent indicators and expand their application in food packaging. Firstly, we comprehensively introduce the chemical indicators for the freshness of meat and aquatic products. Secondly, the construction of different types of fluorescent hydrogel was presented and the advantages and limitations of different construction strategies are compared. Besides, the latest progress of fluorescent hydrogels for monitoring food freshness, with a particular focus on the meat and aquatic products applications, is summarized. Finally, the potential and limitations of current fluorescent hydrogels for monitoring the freshness of meat and aquatic products are presented.
智能水凝胶作为包装材料,在实时监测食品新鲜度方面发挥着重要作用。本文综述了近年来荧光水凝胶在食品新鲜度检测中的应用,旨在开发新的智能指标,扩大其在食品包装中的应用。首先,全面介绍了肉类和水产品的新鲜度化学指标。其次,介绍了不同类型荧光水凝胶的构建方法,并比较了不同构建策略的优点和局限性。综述了荧光水凝胶在食品新鲜度监测中的最新进展,重点介绍了荧光水凝胶在肉类和水产品中的应用。最后,介绍了目前荧光水凝胶用于肉类和水产品新鲜度监测的潜力和局限性。
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引用次数: 0
Insights into quality evaluation, factors, deterioration mechanisms, and improving strategies of livestock and its prepared dishes: An updated overview 洞察质量评价,因素,变质机制,和改进策略的牲畜和它准备的菜肴:一个最新的概述
IF 6.3 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-06-01 Epub Date: 2026-01-19 DOI: 10.1016/j.foodcont.2026.111992
Jiaqi Tan , Xin Du , Haijing Li , Ying Li , Quanyu Zhang , Xiufang Xia , Yujuan Xu
Livestock and its prepared dishes (LPDs) have gradually become a new highlight in the meat consumption market with the rapid development of new catering methods in recent years. However, quality deterioration is inevitable during processing, storage, transportation, and packaging. Nowadays, consumers demand healthier and higher quality meat dishes compared to previous demands. Exploring the factors affecting the quality of LPDs, analyzing the mechanisms of quality deterioration, and finding strategies to improve their quality are crucial for growing market consumption. This paper's main objectives are as follows: 1) review the quality evaluation of livestock (color, tenderness, flavor, and water holding capacity); 2) discuss the reasons and mechanisms for the quality formation of LPDs; 3) comprehensively summarize the physical, chemical, and biological methods for improving their quality; 4) systematically review the challenges and prospects currently faced by LPDs industry. The findings can provide new ideas for the standardization, safety, nutrition, and intelligence of LPDs, as well as the reference for innovation and sustainable development of the prepared dishes industry.
近年来,随着新型餐饮方式的快速发展,畜禽及其配菜逐渐成为肉类消费市场的新亮点。然而,在加工、储存、运输和包装过程中,质量恶化是不可避免的。如今,消费者对肉类菜肴的需求比以前更健康、品质更高。探索影响石油品质量的因素,分析石油品质量恶化的机理,提出提高石油品质量的对策,对扩大石油品市场消费具有重要意义。本文的主要目的如下:1)综述了畜禽的质量评价(色、嫩、味、保水性);2)探讨lpd质量形成的原因和机制;3)综合总结提高其质量的物理、化学和生物方法;4)系统回顾了目前lng行业面临的挑战和前景。研究结果可为食品配料的标准化、安全性、营养性和智能化提供新的思路,为食品配料行业的创新和可持续发展提供参考。
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引用次数: 0
CO2-responsive ethyl cellulose–microsphere films for postharvest freshness monitoring of fresh products 用于新鲜产品采后新鲜度监测的co2响应乙基纤维素微球膜
IF 6.3 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-06-01 Epub Date: 2026-01-31 DOI: 10.1016/j.foodcont.2026.112025
Daoyu Liu , Liangbin Hu , Enbo Xu , Huan Cheng , Hongbo Li , Dan Xu , Jiayi Zhang , Lishan Yao , Lu Tian , Xiaolin Zhu , Feilei Zhu , Jing Wang , Haizhen Mo , Zhenbin Liu
Intelligent colorimetric labels offer a promising approach for monitoring food freshness, yet their practical application is limited by poor stability and dye leakage under high-humidity conditions. In this study, bromothymol blue (BTB) and methyl red (MR) dyes were loaded onto chitosan (CS) gelatin (GE) microspheres to prevent dye leakage and improve CO2 sensitivity. The chromogenic microsphere (CGMB) was then embedded in a hydrophobic ethyl cellulose matrix to construct a water-resistant intelligent sensing film. The scanning electron microscopy (SEM) and Fourier-transform infrared (FTIR) results indicated that the colorants were successfully loaded into the microsphere, and dispersed homogeneously throughout the ethyl cellulose (EC) matrix. The composite films incorporated CGMB exhibit enhanced hydrophobicity and high water resistance, also with significantly lower swelling rates than that of GE films. Moreover, the composite films demonstrate higher CO2 permeability compared to traditional CS and GE films and undergoes a linear chromatic transition, allowing for dynamic correlation with indicators such as fruit respiration intensity. Application to kiwifruit, strawberry, and blueberry packaging confirmed that the labels provided accurate, real-time freshness monitoring. These findings demonstrate a robust and leak-free sensing platform that addresses the limitations of traditional water-soluble films and provides an innovative solution for intelligent packaging.
智能比色标签为监测食品新鲜度提供了一种很有前途的方法,但其实际应用受到高湿度条件下稳定性差和染料泄漏的限制。本研究将溴百里酚蓝(BTB)和甲基红(MR)染料负载在壳聚糖(CS)明胶(GE)微球上,以防止染料泄漏和提高CO2敏感性。然后将显色微球(CGMB)包埋在疏水性乙基纤维素基质中,构建防水智能传感膜。扫描电镜(SEM)和傅里叶变换红外(FTIR)结果表明,着色剂被成功地装入微球中,并均匀地分散在乙基纤维素(EC)基质中。加入CGMB的复合膜具有增强的疏水性和高阻水性,且溶胀率明显低于GE膜。此外,与传统的CS和GE薄膜相比,复合薄膜表现出更高的CO2渗透率,并经历了线性色过渡,从而与果实呼吸强度等指标实现了动态相关。在猕猴桃、草莓和蓝莓包装上的应用证实,这些标签提供了准确、实时的新鲜度监测。这些发现证明了一个强大且无泄漏的传感平台,解决了传统水溶性薄膜的局限性,并为智能包装提供了一种创新的解决方案。
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引用次数: 0
Hyperspectral imaging and linear and nonlinear machine learning for tracing the geographical origin of pistachios 用于追踪开心果地理起源的高光谱成像和线性和非线性机器学习
IF 6.3 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-06-01 Epub Date: 2026-02-10 DOI: 10.1016/j.foodcont.2026.112048
Chiara Cevoli, Marco Mingrone, Angelo Fabbri
Authenticating the geographical origin of pistachios is crucial to protect premium varieties such as the PDO “Bronte Green Pistachio” from fraud. This study investigates the potential of visible/near-infrared (Vis/NIR) hyperspectral imaging (HSI) combined with chemometric and machine learning methods for discriminating pistachios from different geographical origins. Traceable batches of Pistacia vera L. from Iran, California (USA), Turkey, and Italy (Bronte and non-Bronte Sicily) were analysed in three sample forms: whole kernels, bulk samples, and ground powders using a 400–1000 nm HSI system. Spectral data were processed using Partial Least Squares–Discriminant Analysis (PLS-DA) and Multilayer Perceptron Artificial Neural Networks (MLP-ANN). PLS-DA achieved high discrimination among the four origins, with overall test set accuracies above 98% for bulk and powder samples, and slightly lower accuracies for individual kernels (86%). MLP-ANN models confirmed the high predictive potential, yielding comparable accuracies (>90%), particularly for ground samples (up to 100%). When focusing on the binary classification between Bronte and non-Bronte Sicilian pistachios, PLS-DA achieved satisfactory discrimination only for bulk/powder samples and not for single kernels, despite the high similarity between the two groups, achieving classification accuracies of 100% for Bronte and 97% for non-Bronte pistachios. Pixel-wise classification maps demonstrated the feasibility of spatially resolved origin prediction. The results indicate promising potential for laboratory-based quality control and traceability applications in the nut industry.
鉴定开心果的地理来源对于保护PDO“勃朗特绿开心果”等优质品种免受欺诈至关重要。本研究探讨了可见光/近红外(Vis/NIR)高光谱成像(HSI)结合化学计量学和机器学习方法在区分不同地理产地开心果方面的潜力。使用400-1000 nm HSI系统,对来自伊朗、加利福尼亚(美国)、土耳其和意大利(勃朗特和非勃朗特西西里岛)的可追溯批次的开心果进行三种样品形式的分析:全粒、散装样品和磨粉。光谱数据采用偏最小二乘判别分析(PLS-DA)和多层感知器人工神经网络(MLP-ANN)进行处理。PLS-DA在四种来源中取得了很高的区分,散装和粉末样品的总体测试集准确性超过98%,单个核的准确性略低(86%)。MLP-ANN模型证实了很高的预测潜力,产生了相当的精度(>90%),特别是对地面样本(高达100%)。在对勃朗特开心果和非勃朗特开心果进行二元分类时,PLS-DA仅对散装/粉末样品进行了满意的分类,而对单个开心果的分类准确率为100%,对非勃朗特开心果的分类准确率为97%,尽管两组之间的相似性很高。逐像素分类图证明了空间分辨起源预测的可行性。结果表明,基于实验室的质量控制和可追溯性在坚果工业中的应用具有很大的潜力。
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引用次数: 0
Performance assessment of a predictive microbiology framework for Listeria monocytogenes growth in dry-cured fish 单细胞增生李斯特菌在干腌鱼中生长预测微生物学框架的性能评估
IF 6.3 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-06-01 Epub Date: 2026-01-09 DOI: 10.1016/j.foodcont.2026.111967
Federico Tomasello , Valentina Indio , Laura Prandini , Antonio Valero Diaz , Andrea Serraino , Federica Giacometti , Alessandra De Cesare , Federica Savini
The consumption of processed seafood in the European Union has significantly grown, raising food safety concerns, especially for ready to eat products that are consumed without cooking. This growing market interest has driven innovations, including patented fish dry-curing cabinets. Among biological hazards, Listeria monocytogenes is of particular concern in seafood, prompting regulatory scrutiny and the need for predictive modelling to assess its potential growth. This study aims to assess the performance of a model predicting the behavior of L. monocytogenes in vacuum-packed dry-cured fish under dynamic temperature conditions. The fish tested included salmon, swordfish, and tuna, processed following standardized curing and processing methods. A mixture of three L. monocytogenes strains was used for the challenge tests, ensuring a controlled level of contamination. Microbiological and physicochemical parameters, as well as growth dynamics of L. monocytogenes, were measured throughout the shelf life of the products. A dynamic Baranyi model coupled with a secondary cardinal model was employed to simulate the bacterial growth under varying temperature profiles, utilizing established equations to predict microbial behavior. Initial water activity (aw) and pH values showed stability throughout the study period. L. monocytogenes exhibited growth in salmon and swordfish, while it declined in tuna, probably due to unfavorable aw conditions (0.904 ± 0.010). The model demonstrated good predictive accuracy, with the majority of predictions (88.89 % for salmon and 77.22 % for swordfish) falling within an acceptable prediction zone. This study provides valuable insights into the growth dynamics of L. monocytogenes in dry-cured fish products. The evaluated predictive model can be applied by seafood producers to assess L. monocytogenes risk and make informed decisions about dry-cured fish products shelf life and storage conditions.
在欧盟,加工海产品的消费量显著增长,这引起了人们对食品安全的担忧,尤其是那些不经烹饪就能食用的即食产品。这种不断增长的市场兴趣推动了创新,包括获得专利的鱼干腌制柜。在生物危害中,单核细胞增生李斯特菌在海产品中受到特别关注,促使监管机构进行审查,并需要预测模型来评估其潜在的增长。本研究旨在评估动态温度条件下真空包装干腌鱼中单核细胞增生乳杆菌行为的预测模型的性能。测试的鱼包括鲑鱼、旗鱼和金枪鱼,按照标准化的腌制和加工方法进行加工。使用三种单核细胞增生乳杆菌菌株的混合物进行攻毒试验,确保污染水平可控。在产品的整个保质期内,测量了单核增生乳杆菌的微生物学和理化参数以及生长动态。采用动态Baranyi模型和二级基数模型对不同温度下的细菌生长进行了模拟,并利用所建立的方程预测了微生物的行为。初始水活度(aw)和pH值在整个研究期间表现出稳定性。单增李斯特菌在鲑鱼和旗鱼中呈生长趋势,而在金枪鱼中呈下降趋势,可能是由于不利的生长条件(0.904±0.010)。该模型显示出良好的预测准确性,大多数预测(鲑鱼的88.89%和旗鱼的77.22%)落在可接受的预测范围内。本研究为了解单增李斯特菌在干腌鱼制品中的生长动态提供了有价值的见解。所评估的预测模型可用于海产品生产商评估单增李斯特菌风险,并对干腌鱼产品的保质期和储存条件做出明智的决策。
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引用次数: 0
Characterization of volatile aroma profiles and identification of key stale odorants in albino green tea during accelerated shelf-life storage 白化绿茶加速贮藏过程中挥发性香气特征及主要陈腐气味的鉴定
IF 6.3 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-05-01 Epub Date: 2026-01-12 DOI: 10.1016/j.foodcont.2026.111971
Yi-Ming Yang , Bin-Hui Liao , Jin-Miao Zhao , Ying-Gou Zhao , Xiao-Gan Chen , Wen-Han Fan , Li-Qing Mei , Si-Qi Zhang , Hao-Wei Guo , Shu-Ying Gong , Jing-Fei Zhang , Fang-Yuan Fan
Albino green tea, a premium tea product characterized by delicate fresh-green aroma profile, demonstrates pronounced vulnerability to quality deterioration during storage. While temperature and duration are known to impact tea stability, the precise mechanisms governing aroma alteration and the key volatile compounds responsible for stale odor development remain poorly characterized. This systematic investigation elucidates the critical storage parameters and identifies the principal volatile organic compounds (VOCs) associated with sensory deterioration in albino green tea during prolonged storage. As results, elevated temperature is confirmed to be important factor for development of stale odor in albino green tea during storage. Accelerated shelf-life testing indicated that shelf-life of 160 days for storage at temperature of 30 °C, 80 days for storage at 40 °C. According to the Q10 model, Q10 = 2.0 was calculated, and the theoretical shelf life was predicted to be 320 days under 20 °C conditions. A total of 18 volatile compounds were identified as key contributors to the stale odor in albino green tea during storage, including alcohols, alkanes, ketones, aldehydes, pyrroles and derivatives, esters and furans. These stale-associated volatiles display characteristic fruity, sweet, waxy and woody notes, which originated primarily through pathways of glycoside hydrolysis, carotenoids degradation, Maillard reaction and lipid oxidation.
白化绿茶是一种优质的茶叶产品,其特点是具有细腻的鲜绿色香气,在储存过程中容易出现品质劣化。虽然已知温度和持续时间会影响茶叶的稳定性,但控制香气变化的确切机制和负责陈腐气味发展的关键挥发性化合物的特征仍然很差。本系统的研究阐明了白化绿茶在长期储存过程中的关键贮藏参数,并确定了与感官退化相关的主要挥发性有机化合物(VOCs)。结果表明,温度升高是白化绿茶贮藏过程中产生陈腐气味的重要因素。加速保质期测试表明,在30°C条件下的保质期为160天,在40°C条件下的保质期为80天。根据Q10模型,计算出Q10 = 2.0,在20℃条件下,预测其理论保质期为320天。共有18种挥发性化合物被确定为白化绿茶在储存过程中变质气味的主要贡献者,包括醇类、烷烃、酮类、醛类、吡咯及其衍生物、酯类和呋喃类。这些与变质有关的挥发物表现出典型的果味、甜味、蜡味和木本味,主要通过糖苷水解、类胡萝卜素降解、美拉德反应和脂质氧化等途径产生。
{"title":"Characterization of volatile aroma profiles and identification of key stale odorants in albino green tea during accelerated shelf-life storage","authors":"Yi-Ming Yang ,&nbsp;Bin-Hui Liao ,&nbsp;Jin-Miao Zhao ,&nbsp;Ying-Gou Zhao ,&nbsp;Xiao-Gan Chen ,&nbsp;Wen-Han Fan ,&nbsp;Li-Qing Mei ,&nbsp;Si-Qi Zhang ,&nbsp;Hao-Wei Guo ,&nbsp;Shu-Ying Gong ,&nbsp;Jing-Fei Zhang ,&nbsp;Fang-Yuan Fan","doi":"10.1016/j.foodcont.2026.111971","DOIUrl":"10.1016/j.foodcont.2026.111971","url":null,"abstract":"<div><div>Albino green tea, a premium tea product characterized by delicate fresh-green aroma profile, demonstrates pronounced vulnerability to quality deterioration during storage. While temperature and duration are known to impact tea stability, the precise mechanisms governing aroma alteration and the key volatile compounds responsible for stale odor development remain poorly characterized. This systematic investigation elucidates the critical storage parameters and identifies the principal volatile organic compounds (VOCs) associated with sensory deterioration in albino green tea during prolonged storage. As results, elevated temperature is confirmed to be important factor for development of stale odor in albino green tea during storage. Accelerated shelf-life testing indicated that shelf-life of 160 days for storage at temperature of 30 °C, 80 days for storage at 40 °C. According to the Q<sub>10</sub> model, Q<sub>10</sub> = 2.0 was calculated, and the theoretical shelf life was predicted to be 320 days under 20 °C conditions. A total of 18 volatile compounds were identified as key contributors to the stale odor in albino green tea during storage, including alcohols, alkanes, ketones, aldehydes, pyrroles and derivatives, esters and furans. These stale-associated volatiles display characteristic fruity, sweet, waxy and woody notes, which originated primarily through pathways of glycoside hydrolysis, carotenoids degradation, Maillard reaction and lipid oxidation.</div></div>","PeriodicalId":319,"journal":{"name":"Food Control","volume":"183 ","pages":"Article 111971"},"PeriodicalIF":6.3,"publicationDate":"2026-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145973084","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
DNA walker nanosensing in food safety detection: Principles, applications, and future directions DNA步行者纳米传感在食品安全检测中的应用:原理、应用和未来方向
IF 6.3 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-05-01 Epub Date: 2026-01-06 DOI: 10.1016/j.foodcont.2026.111962
Zhen Wang , Jaslyn Ru Ting Chen , Qi-Zhi Zhong , Luyang Wang
Rapid and ultra-sensitive detection technologies are pivotal for ensuring food safety and public health. While traditional methods like PCR and ELISA are stalwarts, they often lack the adaptability required for rapid, on-site screening. Dynamic nucleic acid nanotechnology, particularly the DNA walker strategy, has emerged as a transformative paradigm in this landscape. By exploiting the programmed, directional motion of molecular walkers, this platform achieves dynamic cascade signal amplification, enabling attomolar-level sensitivity and superior specificity. Here, we present a critical review of DNA walker-driven nanosensing tailored for food safety. We dissect the fundamental design principles, ranging from walker kinetics and track construction to diverse signal transduction modalities. Furthermore, we systematically evaluate recent breakthroughs in monitoring critical contaminants, including foodborne pathogens, biotoxins, agrochemical residues, and heavy metals. Crucially, we address the translational bottlenecks regarding stability in complex food matrices and fabrication standardization. The review concludes by outlining future trajectories toward smart, multiplexed, and field-deployable biosensing systems, providing a roadmap for leveraging DNA walkers to revolutionize next-generation food safety diagnostics.
快速和超灵敏的检测技术是确保食品安全和公众健康的关键。虽然PCR和ELISA等传统方法是可靠的,但它们往往缺乏快速现场筛查所需的适应性。动态核酸纳米技术,特别是DNA步行者策略,已经成为这一领域的变革范例。通过利用分子行走器的程序化定向运动,该平台实现了动态级联信号放大,实现了原子级的灵敏度和卓越的特异性。在这里,我们提出了一个关键的审查DNA行走器驱动的纳米传感量身定制的食品安全。我们剖析了基本的设计原则,从步行者动力学和轨道建设到各种信号转导模式。此外,我们系统地评估了最近在监测关键污染物方面取得的突破,包括食源性病原体、生物毒素、农用化学品残留物和重金属。至关重要的是,我们解决了关于复杂食品基质稳定性和制造标准化的转化瓶颈。该综述总结了智能、多路复用和可现场部署的生物传感系统的未来发展轨迹,为利用DNA行走器革新下一代食品安全诊断提供了路线图。
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引用次数: 0
Reducing product nonconformity through QMRA: A risk-based management approach for Listeria monocytogenes in a Taiwanese alfalfa sprout supply chain 通过QMRA减少产品不合格:台湾苜蓿芽供应链中单核增生李斯特菌的风险管理方法
IF 6.3 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-05-01 Epub Date: 2026-01-03 DOI: 10.1016/j.foodcont.2026.111957
Chia Hsuan Lin , Juan Chen , Nodali Ndraha , Hsin-I Hsiao
This study used a quantitative microbial risk assessment framework and developed a risk-based management approach aimed at reducing product nonconformity. The applicability of this approach was demonstrated in a case study of a Taiwanese alfalfa sprout supply chain, focusing on Listeria monocytogenes control. Primary data on cross-contamination rates and time–temperature profiles were obtained. Initial bacterial counts, prevalence, and growth models were derived from secondary data. Cross-contamination experiments indicated that rates of microbial transfer were 0.72 %–12.77 % from sprouts to contact surfaces and were 31.31 %–63.44 % from contact surfaces to sprouts. At baseline, the nonconformity rate (likelihood of exceeding 100 colony-forming units/g) was 1.74 × 10−3 per package of sprouts. Sensitivity analysis indicated that the top three factors influencing this rate were, in order of importance, transportation temperature, initial bacterial count, and storage temperature. Best-case scenario analysis revealed that combined control measures—for example, maintaining temperatures at ≤7 °C during storage and transportation and reducing initial contamination (e.g., through supplier verification and seed decontamination) to <0.5 log colony-forming units/g—minimized the nonconformity rate to a negligible level. Our findings may aid food safety managers in developing data-driven, risk-based management systems to effectively control microbial hazards and improve product safety and quality.
本研究使用了定量微生物风险评估框架,并开发了一种基于风险的管理方法,旨在减少产品不合格。该方法的适用性在台湾苜蓿芽供应链的案例研究中得到了证明,重点是单核细胞增生李斯特菌的控制。获得了交叉污染率和时间-温度分布的初步数据。最初的细菌数量、流行率和生长模型来源于二手数据。交叉污染实验表明,微生物从豆芽到接触表面的转移率为0.72% ~ 12.77%,接触表面到豆芽的转移率为31.31% ~ 63.44%。在基线时,不合格率(超过100个菌落形成单位/g的可能性)为每包芽1.74 × 10−3。敏感性分析表明,影响该比率的前3个因素依次为运输温度、初始细菌数量和储存温度。最佳情况分析表明,综合控制措施-例如,在储存和运输过程中保持温度≤7°C,并将初始污染(例如,通过供应商验证和种子去污染)减少到0.5 log菌落形成单位/g -将不合格率降至可忽略不计的水平。我们的发现可以帮助食品安全管理者开发数据驱动的、基于风险的管理系统,以有效地控制微生物危害,提高产品的安全性和质量。
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引用次数: 0
Detecting vegetable oils in black soldier fly larvae oil using infrared spectroscopy coupled with one-class and hierarchical modelling 结合一级和分层建模的红外光谱法检测黑兵蝇幼虫油中的植物油
IF 6.3 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-05-01 Epub Date: 2026-01-06 DOI: 10.1016/j.foodcont.2026.111961
J.P. Cruz-Tirado , Ramon Sousa Barros Ferreira , Eduardo Augusto Caldas Batista , Lara Honório , José Manuel Amigo , Douglas Fernandes Barbin
The Black Soldier Fly Larvae (BSFL) oil is a by-product from the animal feed industry. BSFL oil is rich in medium-chain fatty acids, which has led to an increase in demand for pharmaceutical or animal feed industry. This study evaluated the authenticity of BSFL oil and its adulteration with vegetable oils using two portable near infrared (NIR) spectrometers (spectrometer 1 (900 – 1700 nm) and spectrometer 2 (1350–2500 nm)) and Fourier-transform middle infrared (FTIR) spectroscopy (4000–650 cm−1) combined with chemometric methods. Principal Component Analysis (PCA) showed partial separation between pure and adulterated samples, but some mixtures, like BSFL + sunflower and BSFL + corn, overlapped due to similar composition. Data Driven Soft Independent Modelling Class Analogy (DD-SIMCA) was used to authenticate pure BSFL oil, reaching up to 100 % sensitivity and specificity in test set, especially with spectrometer 2 and FTIR. Multi-class PLS-DA models were able to classify BSFL oil and its mixtures, although they showed low classification rates (True Positive Rate (TPR) < 30 %) for BSFL oil adulterated with canola or corn oil, especially using spectrometer 1. Hierarchical PLS-DA models were developed to improve discrimination, reaching better classification rates for all adulterated classes. Overall, DD-SIMCA, PLS-DA and hierarchical models combined with NIR or FTIR spectroscopy are promising tools to detect BSFL oil adulteration in a fast and non-destructive way, with potential applications in quality control and fraud prevention.
黑兵蝇幼虫(BSFL)油是动物饲料工业的副产品。BSFL油富含中链脂肪酸,这导致制药或动物饲料行业的需求增加。本研究利用2台便携式近红外(NIR)光谱仪(1号光谱仪(900 ~ 1700 nm)和2号光谱仪(1350 ~ 2500 nm)和傅里叶变换中红外(FTIR)光谱(4000 ~ 650 cm−1)结合化学计量学方法,对BSFL油的真伪及其植物油掺假进行了鉴定。主成分分析(PCA)表明,BSFL +向日葵和BSFL +玉米由于成分相似而出现部分重叠。采用数据驱动的软独立建模类类比(DD-SIMCA)对BSFL纯油进行鉴定,在测试集中灵敏度和特异性均达到100%,特别是在2号光谱仪和FTIR上。多级PLS-DA模型能够对BSFL油及其混合物进行分类,但对掺入菜籽油或玉米油的BSFL油的分类率(真阳性率(TPR) 30%)较低,特别是使用1分光计时。开发了分层PLS-DA模型以提高判别,对所有掺假类别达到更好的分类率。总体而言,DD-SIMCA、PLS-DA和分层模型结合近红外或FTIR光谱是一种快速无损检测BSFL油掺假的有前景的工具,在质量控制和欺诈预防方面具有潜在的应用前景。
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Food Control
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