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Distribution of poly- and perfluoroalkyl substances in pig liver and muscle: implications for food safety. 多氟和全氟烷基物质在猪肝和肌肉中的分布:对食品安全的影响。
IF 1.7 Q3 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-02-04 DOI: 10.4081/ijfs.2026.14736
Giacomo Depau, Luca Sardi, Simona Belperio, Teresa Gazzotti, Giulia Rampazzo, Elisa Zironi, Giampiero Pagliuca

Per- and polyfluoroalkyl substances (PFAS) are persistent environmental contaminants with high mobility and potential health risks. Despite growing regulatory attention, data on tissue-specific distribution in pigs remain scarce. This study aimed to assess PFAS occurrence in pig liver and muscle (longissimus dorsi, semimembranosus) to support risk-based monitoring strategies. A liquid chromatography-tandem mass spectrometry method was developed and validated for 13 PFAS, following European Union Reference Laboratory for Persistent Organic Pollutants and Regulation (EU) 2022/1428 guidelines. Liver and muscle samples from pigs reared under controlled dietary conditions were analyzed. The method showed excellent linearity, precision, and trueness; the limit of quantification (LOQ) was 0.04 µg/kg for all matrices. The perfluorooctanesulfonic acid and perfluorooctanoic acid (PFOA) were consistently detected in liver samples, whereas PFAS concentrations in the two muscle cuts remained mostly below the LOQ, with only occasional PFOA quantification in a subset of samples. None of the samples exceeded current EU maximum levels [Regulation (EU) 2023/915]. Our findings confirm a marked hepatic accumulation of PFAS and negligible contamination in muscle, showing the liver as a priority matrix for biomonitoring. Consumer exposure through pork muscle appears minimal, while offal consumption requires attention. These preliminary data contribute to defining risk-based control strategies in the pork production chain.

全氟和多氟烷基物质(PFAS)是具有高流动性和潜在健康风险的持久性环境污染物。尽管监管部门越来越重视,但关于猪体内组织特异性分布的数据仍然很少。本研究旨在评估PFAS在猪肝脏和肌肉(背最长肌、半膜肌)中的发生情况,以支持基于风险的监测策略。根据欧盟持久性有机污染物参考实验室和法规(EU) 2022/1428指南,开发并验证了13种PFAS的液相色谱-串联质谱方法。对在控制饲粮条件下饲养的猪的肝脏和肌肉样本进行了分析。该方法线性度、精密度、准确度良好;所有基质的定量限为0.04µg/kg。肝脏样本中始终检测到全氟辛烷磺酸和全氟辛酸(PFOA),而两个肌肉切口中的全氟辛酸浓度大部分仍低于定量限,只有一部分样本中偶尔检测到全氟辛酸。所有样本均未超过当前欧盟最高水平[法规(EU) 2023/915]。我们的研究结果证实了PFAS在肝脏的明显积聚和肌肉中的可忽略的污染,表明肝脏是生物监测的优先基质。消费者通过猪肉肌肉接触到的猪肉似乎很少,而内脏则需要引起注意。这些初步数据有助于确定猪肉生产链中基于风险的控制策略。
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引用次数: 0
The Bayesian β-binomial model to improve the inference based on the results of sampling plans: the case study of the biotoxin monitoring plan of Chamelea gallina natural beds. 基于抽样方案结果的贝叶斯β-二项模型改进推断:以鸡变色龙天然床生物毒素监测方案为例
IF 1.7 Q3 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-02-03 DOI: 10.4081/ijfs.2026.14544
Cesare Ciccarelli, Angela Marisa Semeraro, Vittoria Di Trani, Melina Leinoudi, Guglielmo D'Aurizio, Francesca Barchiesi, Sara Gentili, Elena Ciccarelli

Sampling is a cornerstone of food safety monitoring, yet traditional frequentist approaches can yield unreliable inferences in the presence of rare or absent events, particularly when maximum likelihood estimates lie on the boundary of the parameter space and asymptotic approximations are not justified due to insufficient event counts. This study introduces the Bayesian β-binomial model as an effective framework to improve statistical inference in sampling plans, integrating prior knowledge with observed data to yield robust uncertainty estimates of contamination prevalence. The model was applied to ten years (2015-2024) of monitoring data on algal biotoxins in Chamelea gallina striped clams from classified harvesting areas in the Marche Region, Italy. Given the scarcity of historical data, three prior scenarios were tested-optimistic [β(1,10)], non-informative [β(1,1)], and pessimistic [β(5,10)]-to evaluate sensitivity to prior assumptions. Analytical determinations for five toxin groups (domoic acid, saxitoxin, azaspiracid, okadaic acid, yessotoxin) showed that all results, except one sample below the maximum legal limit, were under quantification thresholds. Bayesian posterior estimates confirmed a very low probability of biotoxin accumulation above limits, even under pessimistic assumptions. The findings demonstrate the model's capacity to generate stable, interpretable estimates and credible intervals, particularly valuable when the prevalence is not exactly zero but may be extremely small. Overall, the Bayesian β-binomial approach strengthens evidence-based decision-making in food safety surveillance, providing a transparent and adaptable tool for risk assessment and regulatory management.

抽样是食品安全监测的基石,然而传统的频率论方法在存在罕见或不存在事件的情况下可能产生不可靠的推断,特别是当最大似然估计位于参数空间的边界上时,由于事件计数不足,渐近逼近不合理。本研究引入贝叶斯β-二项模型作为一个有效的框架,以改善抽样计划中的统计推断,将先验知识与观测数据相结合,产生对污染流行程度的稳健不确定性估计。该模型应用于意大利马尔凯地区分类采收区10年(2015-2024年)的变色龙条纹蛤藻类生物毒素监测数据。考虑到历史数据的稀缺性,我们测试了三种先验情景——乐观[β(1,10)]、无信息[β(1,1)]和悲观[β(5,10)]——以评估对先验假设的敏感性。对软骨藻酸、蛤蚌毒素、氮藻酸、冈田酸、叶草毒素5类毒素的分析测定结果表明,除1份样品低于法定最大限量外,其余均在定量阈值范围内。贝叶斯后验估计证实,即使在悲观的假设下,生物毒素积累超过限值的可能性也很低。研究结果表明,该模型有能力产生稳定的、可解释的估计和可信的区间,特别是当患病率不完全为零,但可能非常小的时候。总体而言,贝叶斯β-二项方法加强了食品安全监测中的循证决策,为风险评估和监管管理提供了透明和适应性强的工具。
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引用次数: 0
Assessment of different physicochemical parameters of leachates from two locally unbranded yogurt containers in Erbil City, Kurdistan Region, Iraq. 伊拉克库尔德斯坦地区埃尔比勒市两个当地无品牌酸奶容器中渗滤液的不同理化参数评估
IF 1.7 Q3 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-02-02 DOI: 10.4081/ijfs.2026.14282
Huda Yousif Sharef, Hawraz Sami Khalid, Hawar Fakhir Mohammed, Harez Sedeeq Faraj, Aveen Faidhalla Jalal, Nabil Adil Fakhre

Exposure of humans to toxic chemicals can lead to significant health risks. This study evaluates the physicochemical parameters in the leachates of two local yogurt containers purchased from Erbil City, Iraq, comprising white plastic (WPC) and aluminum containers (ALC). Acetic acid, distilled water, ethanol, lactic acid, sodium carbonate, and sodium chloride at varying concentrations were examined as effective simulants for assessing leaching from the two containers (1.0 cm² container/1.0 mL simulant). Leaching experiments were conducted under three different conditions, including Refrigerated/First Condition (1stC, 4±1℃ for 72 hours), Ambient/Second Condition (2ndC, 25±2℃ for 24 hours), and Elevated/Third Condition (3rdC, 60±2℃ for 2 hours). After leaching, many tests, such as the change in physical state, pH measurement, estimation of leached oxidizable materials, UV absorbing materials (UV-AMs), weight loss (WL), and heavy metals (HMs) level, were examined for the obtained leachates. The observations showed that there was a significant change on the ALC specimens' surface. Most of the analyzed HMs were found in levels below the permissible limits (1000 μg/L), except the content of Pb was found above this limit in the ALC leachates using 5% sodium carbonate. The results showed that the maximum migration level of oxidizable matters and UV-AMs were observed in the leachates of ALC (3rdC, 5% sodium carbonate) and WPC (1stC and 2ndC, lactic acid), respectively. The WL was additionally recorded at a high level in many kinds of local yogurts. Results exceeded many international guidelines and clearly confirm that the continuous use of the ALC and WPC may contribute significantly to the daily intake of toxic chemicals and can pose a significant health hazard.

人类接触有毒化学品可导致重大健康风险。本研究评估了从伊拉克埃尔比勒市购买的两种当地酸奶容器的浸出液的理化参数,包括白色塑料(WPC)和铝容器(ALC)。研究了不同浓度的乙酸、蒸馏水、乙醇、乳酸、碳酸钠和氯化钠作为评估两个容器(1.0 cm²容器/1.0 mL模拟剂)浸出的有效模拟剂。浸出实验在冷藏/第一条件(1stC, 4±1℃,72小时)、常温/第二条件(2ndC, 25±2℃,24小时)和升高/第三条件(3rdC, 60±2℃,2小时)下进行。浸出后,对所获得的浸出液进行了物理状态变化、pH测量、浸出可氧化物质估计、紫外吸收物质(UV- ams)、失重(WL)和重金属(HMs)水平等多项测试。观察结果表明,ALC试样表面有明显的变化。除使用5%碳酸钠的ALC渗滤液中Pb含量高于允许值(1000 μg/L)外,大部分分析的HMs含量均低于允许值(1000 μg/L)。结果表明:ALC (3rdC, 5%碳酸钠)和WPC (1stC, 2ndC,乳酸)的渗滤液中可氧化物质和UV-AMs的迁移量最大;此外,在许多本地酸奶中也记录到高水平的WL。结果超过了许多国际准则,并清楚地证实,持续使用ALC和WPC可能会大大增加每日有毒化学品的摄入量,并可能对健康造成重大危害。
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引用次数: 0
Wheat bread fortification by Lebanese sumac and cactus seeds: nutritional, antioxidant, and sensory properties. 黎巴嫩漆树和仙人掌种子强化小麦面包:营养、抗氧化和感官特性。
IF 1.7 Q3 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-01-26 Epub Date: 2025-11-19 DOI: 10.4081/ijfs.2025.12817
Zaher Abdel Baki, Sahar H Abourida, Adnan Badran, Ghosoon Albahri, Amer Noaman, Othmane Merah, Akram Hijazi

Bread is an indispensable staple food and a great source of complex carbohydrates, making it a potential product for fortification. The purpose of this study was to investigate the sensory, antioxidant, and nutritional properties of bread fortified with sumac (Rhus coriaria) and cactus (Opuntia ficus-indica L.) seed powder. Different levels (4%, 6%, and 8% w/w flour replacement) of the powdered seeds were used. Fortified bread samples were compared to control (unfortified) bread and evaluated for their moisture, nutritional composition (protein, fat, fiber, ash, carbohydrates, and energy value), sensory preference, total phenolic content (TPC), and antioxidant activity (2,2-diphenyl-1-picrylhydrazyl assay). The antioxidant capacity and TPC were significantly higher (p<0.05) for sumac- and cactus-fortified bread samples compared to the control. Nutritionally, fortification significantly increased fiber and fat content while decreasing carbohydrate content and energy value (p<0.05); protein content remained relatively stable. Sensory evaluation showed a preference for sumac-fortified bread, particularly at lower concentrations. Moisture content was significantly lower in fortified samples. This study demonstrates that fortification, particularly with 8% sumac, yielded favorable results concerning antioxidant activity, phenolic content, and sensory preference, alongside notable changes in nutritional composition.

面包是一种不可缺少的主食,也是复杂碳水化合物的重要来源,使其成为一种潜在的强化产品。本研究的目的是研究漆树(Rhus coriaria)和仙人掌(Opuntia ficus-indica L.)种子粉强化面包的感官、抗氧化和营养特性。采用不同水平(4、6、8% w/w面粉替代量)的种子粉。将强化面包样品与对照(未强化)面包进行比较,并评估其水分、营养成分(蛋白质、脂肪、纤维、灰分、碳水化合物和能量值)、感官偏好、总酚含量(TPC)和抗氧化活性(2,2-二苯基-1-苦味酰肼测定)。抗氧化能力和TPC显著高于对照组(p
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引用次数: 0
Can the Grana Padano and Parmigiano Reggiano production process guarantee a reduction in pathogenic microorganisms equivalent to the pasteurization process? Grana Padano和Parmigiano Reggiano的生产过程是否能保证与巴氏灭菌过程相当的病原微生物的减少?
IF 1.7 Q3 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-01-26 Epub Date: 2025-12-16 DOI: 10.4081/ijfs.2025.14524
Paolo Bonilauri, Alfonso Rosamilia, Stefano Benedetti, Paolo Daminelli, Marina Nadia Losio, Ana Moreno, Matteo Ricchi, Nicola Santini, Giorgio Varisco, Silvia Vianello, Giuseppe Merialdi

Italian hard cheeses made in the Pianura Padana area, such as Grana Padano and Parmigiano Reggiano, are traditionally produced from raw milk and undergo extended ripening periods. These processes generate multiple microbiological hurdles that can inactivate pathogens. However, current European regulations do not formally recognize the impact of these hurdles as equivalent to pasteurization, limiting trade opportunities. This extensive literature review evaluated experimental studies published between 2000 and 2025 assessing pathogen reduction during Grana-type cheese production. Seven studies met the inclusion criteria and examined Escherichia coli, O157:H7 Listeria monocytogenes, Salmonella Typhimurium, Staphylococcus aureus, Mycobacterium bovis, M. avium subsp. paratuberculosis (MAP), and avian influenza viruses (H1N1, H5N1). Across trials, high inoculum levels declined by >4 log10 within 24-48 hours, primarily during curd cooking and acidification. MAP and M. bovis were eliminated during ripening, within 90 days, while both influenza viruses were inactivated within 30 days. Calculated F-values were used as comparative indicators of equivalence, allowing the overall reduction achieved through the production process to be compared with the standard pasteurization benchmark (72°C for 15 seconds). F-values exceeded this high-temperature short-time reference, confirming the substantial lethality of the process. Overall, evidence indicates that traditional Grana-type cheese production ensures microbiological safety at least comparable to pasteurization through the synergistic action of multiple hurdles. While European regulations currently treat ripening as an additional measure rather than an equivalent to pasteurization, our findings support reconsideration of this approach and provide a scientific basis for future regulatory evaluation.

皮亚努拉帕达纳地区生产的意大利硬奶酪,如帕达诺干酪和帕尔马干酪,传统上由生牛奶制成,并经过较长时间的成熟。这些过程会产生多种微生物障碍,使病原体失活。然而,目前的欧洲法规并没有正式承认这些障碍的影响等同于巴氏灭菌,限制了贸易机会。这项广泛的文献综述评估了2000年至2025年间发表的实验研究,评估了grana型奶酪生产过程中病原体减少的情况。7项研究符合纳入标准,检查了大肠杆菌O157:H7、单核增生李斯特菌、鼠伤寒沙门菌、金黄色葡萄球菌、牛分枝杆菌、鸟分枝杆菌亚种。副结核(MAP)和禽流感病毒(H1N1、H5N1)。在所有试验中,高接种量在24-48小时内下降了bbbb4 log 1 0,主要是在凝乳烹饪和酸化期间。MAP和牛分枝杆菌在成熟90天内被消灭,而这两种流感病毒在30天内被灭活。计算出的f值被用作等效性的比较指标,允许通过生产过程实现的总体减少与标准巴氏灭菌基准(72°C, 15秒)进行比较。f值超过了这个高温短时参考值,证实了该工艺的致命性。总的来说,有证据表明,通过多种障碍的协同作用,传统的格兰奶酪生产确保了微生物安全性,至少与巴氏灭菌相当。虽然欧洲法规目前将成熟视为额外的措施,而不是等同于巴氏灭菌,但我们的研究结果支持重新考虑这种方法,并为未来的法规评估提供科学依据。
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引用次数: 0
Mycotoxins in European Union Regulations (2023-2025). 欧盟法规中的真菌毒素(2023-2025)。
IF 1.7 Q3 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-01-26 Epub Date: 2025-11-12 DOI: 10.4081/ijfs.2025.14096
Sara Vitalini, Marcello Iriti, Lisa Vallone

Mycotoxins are secondary metabolites produced by fungi, mainly from the Aspergillus, Penicillium and Fusarium genera, under specific temperature and humidity conditions. They can enter the food chain through contaminated plant-based foods (e.g., cereals, legumes, dried fruits, herbs) and animal-derived products (e.g., meat, dairy, eggs, honey) due to contaminated feed. This study analyzes the current European Union regulatory framework for mycotoxins, focusing on Regulation (EU) No. 915/2023 and subsequent amendments [Regulations (EU) No. 1022/2024, 1038/2024, 1756/2024, 1808/2024, 89/2025, and 691/2025] that define maximum levels and sampling procedures. Regulated mycotoxins include aflatoxins (B1, total B1+B2+G1+G2, M1), ochratoxin A, patulin, deoxynivalenol, zearalenone, fumonisins, T-2 and HT-2 toxins, citrinin, and Claviceps spp. alkaloids. The study highlights key updates in legislation, their impact on monitoring and compliance, and the need for ongoing research in the context of climate change to safeguard food safety and protect vulnerable populations.

真菌毒素是真菌在特定温度和湿度条件下产生的次生代谢物,主要来自曲霉属、青霉属和镰刀菌属。由于饲料受到污染,它们可以通过受污染的植物性食品(如谷物、豆类、干果、草药)和动物源性产品(如肉类、乳制品、鸡蛋、蜂蜜)进入食物链。本研究分析了当前欧盟真菌毒素监管框架,重点关注法规(EU) No 915/2023和随后的修正案[法规(EU) No 1022/2024、1038/2024、1756/2024、1808/2024、89/2025和691/2025],这些法规定义了最高水平和抽样程序。受调控的真菌毒素包括黄曲霉毒素(B1,总B1+B2+G1+G2, M1)、赭曲霉毒素A、展霉素、脱氧雪腐镰刀菌醇、玉米赤霉烯酮、伏马菌素、T-2和HT-2毒素、柠檬黄毒素和锁骨菌属生物碱。该研究强调了立法的关键更新,它们对监测和合规的影响,以及在气候变化背景下为保障食品安全和保护弱势群体而进行持续研究的必要性。
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引用次数: 0
Quality and antibiotic residues in raw milk sold informally in Manabí and Santo Domingo de los Tsáchilas, Ecuador. 在厄瓜多尔Manabí和圣多明各德洛斯Tsáchilas非正式销售的原料奶的质量和抗生素残留。
IF 1.7 Q3 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-01-26 Epub Date: 2025-12-16 DOI: 10.4081/ijfs.2025.13885
Byron Puga-Torres, Eduardo Aragón, Evelyn Pamela Martínez, Fernanda Buitrón, María José Caizaluisa, Eduardo Gaibor, Melanie Haro, Nathalia López, Daysi Mesa, María Belén Núñez, Luis Núñez

This study aims to evaluate the quality and presence of antibiotic residues in raw cow's milk marketed through informal channels in the provinces of Santo Domingo de los Tsáchilas and Manabí, Ecuador. A total of 406 samples were collected between April 2023 and August 2024. Only 12.32% (50/406) met the requirements established by the Ecuadorian Technical Standard INEN 9, while 87.68% (356/406) failed to comply with at least one quality parameter. The most frequent non-conformities were observed when analyzing pH (72.41%), titratable acidity (68.72%), and protein stability (55.67%), likely reflecting deficient hygienic practices during production and handling. Furthermore, 6.40% (26/406) of the samples tested positive for antibiotic residues. These findings underscore significant shortcomings in milk quality within informal markets and underscore the potential public health risks associated with consuming improperly handled raw milk in these Ecuadorian provinces.

本研究旨在评估厄瓜多尔圣多明各德洛斯Tsáchilas和Manabí省通过非正式渠道销售的生牛奶中抗生素残留的质量和存在情况。在2023年4月至2024年8月期间共收集了406份样本。只有12.32%(50/406)符合厄瓜多尔技术标准INEN 9的要求,而87.68%(356/406)不符合至少一个质量参数。最常见的不符合项是在pH(72.41%)、可滴定酸度(68.72%)和蛋白质稳定性(55.67%)分析中,这可能反映了生产和处理过程中卫生措施的不足。此外,6.40%(26/406)的样品检测出抗生素残留。这些发现强调了非正规市场中牛奶质量的重大缺陷,并强调了厄瓜多尔这些省份中与食用处理不当的生奶有关的潜在公共卫生风险。
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引用次数: 0
Assessment of knowledge, attitude, self-reported behavior of food handlers, and the microbial contamination of milk in the school feeding program in Maseru, Lesotho. 对莱索托马塞卢学校供餐计划中食品处理人员的知识、态度、自我报告行为和牛奶微生物污染的评估。
IF 1.7 Q3 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-01-22 DOI: 10.4081/ijfs.2026.12844
Lizzy Sello, Christy Manyi-Loh, Jugen Manyatsa, Olga De Smidt

Food insecurity remains a global challenge, with developing countries enduring more impact. To curb this challenge, school feeding programs (SFP) have played a critical role. Nutrient-rich foods provided through school feeding initiatives must meet strict safety standards to avoid foodborne illnesses. Milk is among the most nutritious foods that are very affordable across the globe; however, it is easily and highly susceptible to contamination. Food safety remains a crucial component of public health, especially in programs targeting vulnerable populations such as school children. Against this background, the present study aimed to investigate the microbial content of milk served to children through the SFP in selected primary schools in Maseru and to assess the knowledge, attitudes, and self-reported behavioral practices of food handlers in relation to milk safety. Pasteurized milk was obtained from a common source by 16 primary schools participating in the SFP. Structured questionnaires were administered to food handlers to gather data on knowledge, attitude, and self-reported behavior. Milk samples were examined for microbial quality using selective microbiological agars. On average, 13% of the food handlers expressed a lack of knowledge of the diseases that are transmitted through contaminated milk, while 44% perceived that clean water could be identified with the naked eye. Less than 50% of the food handlers understood that cold milk implied safe milk, even without refrigeration. Coliforms (2×100 and 2.33×102 CFU mL⁻¹) and yeast and molds (1.43×102 to 9.3×103 CFU mL⁻¹) occurred above threshold limits in all the samples. Escherichia coli counts ranged from 2×100 to 2.3×101 CFU mL⁻¹, which is a call for concern. The total bacterial counts indicate the presence/growth of microorganisms in all the milk samples, thus suggesting contamination. The knowledge, attitude, and self-reported behavior of the food handlers reported in the study could guide the food safety routine program.

粮食不安全仍然是一个全球性挑战,发展中国家受到的影响更大。为了遏制这一挑战,学校供餐计划(SFP)发挥了关键作用。通过学校供餐倡议提供的营养丰富的食品必须符合严格的安全标准,以避免食源性疾病。牛奶是最有营养的食物之一,在全球范围内都很便宜;然而,它很容易也很容易受到污染。食品安全仍然是公共卫生的一个重要组成部分,特别是在针对弱势群体(如在校儿童)的项目中。在此背景下,本研究旨在调查马塞卢选定的小学通过SFP向儿童提供的牛奶中的微生物含量,并评估食品处理人员在牛奶安全方面的知识、态度和自我报告的行为实践。巴氏杀菌奶由参与SFP的16所小学从一个共同来源获得。对食品处理人员进行结构化问卷调查,以收集有关知识、态度和自我报告行为的数据。用选择性微生物琼脂检测牛奶样品的微生物质量。平均而言,13%的食品处理人员表示对通过受污染的牛奶传播的疾病缺乏了解,而44%的人认为可以用肉眼识别干净的水。不到50%的食品加工者明白,即使没有冷藏,冷牛奶也意味着安全牛奶。大肠菌群(2×100和2.33×102 CFU mL⁻¹)和酵母和霉菌(1.43×102到9.3×103 CFU mL⁻¹)在所有样本中都超过了阈值。大肠杆菌的计数范围从2×100到2.3×101 CFU mL - 1,这是一个值得关注的问题。细菌总数表明所有牛奶样品中都有微生物的存在/生长,因此表明污染。本研究报告的食品处理人员的知识、态度和自我报告行为可以指导食品安全常规程序。
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引用次数: 0
Presence of aflatoxins B and G and ochratoxin A in artisanal dried fruit ice cream produced in the province of Messina, Italy. 意大利墨西拿省生产的手工干果冰淇淋中含有黄曲霉毒素B、G和赭曲霉毒素A。
IF 1.7 Q3 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-01-20 DOI: 10.4081/ijfs.2026.13545
Federica Spinola, Salvatore Forgia, Sara Mandarino, Stefania Marotta, Luca Nalbone, Filippo Giarratana, Alessandro Giuffrida

This study aims to investigate and identify the presence of Aflatoxins B and G, as well as Ochratoxin A, in pistachio and hazelnut ice cream samples produced at the artisanal level in the province of Messina, Italy. This research is motivated by concerns regarding the sourcing of raw materials and ingredients, such as pure nut paste, used in artisanal ice cream production. It is hypothesized that these ingredients may contain higher levels of contaminants compared to those used at the industrial production level, where the control over raw materials is generally more stringent. Considering that approximately 10% pure paste is used in the preparation of artisanal ice cream, the concentrations of pure pistachio and hazelnut pastes were calculated by adjusting the results obtained from the analysis of the ice cream for a dilution factor of 1:10. According to Regulation (EU) No. 2023/915, 36% of both pistachio and hazelnut pure paste were found potentially to be non-compliant with aflatoxins and Ochratoxin A. The results substantiate the hypothesis regarding the critical importance of sourcing pure nuts at the artisanal level. They underscore the necessity of supplier validation within this production segment, indicating that ice cream can also pose a risk of consumer exposure to aflatoxins and ochratoxin A.

本研究旨在调查和鉴定意大利墨西拿省手工生产的开心果和榛子冰淇淋样品中黄曲霉毒素B和G以及赭曲霉毒素A的存在。这项研究的动机是关于原料和配料的采购,如纯坚果酱,用于手工冰淇淋生产。据推测,与工业生产中使用的成分相比,这些成分可能含有更高水平的污染物,而工业生产中对原材料的控制通常更为严格。考虑到手工冰淇淋的制备中使用了约10%的纯糊料,将冰淇淋的分析结果调整为1:10的稀释系数,计算出纯开心果和榛子糊料的浓度。根据法规(EU) No. 2023/915, 36%的开心果和榛子纯酱被发现可能不符合黄曲霉毒素和赭曲霉毒素a的要求。结果证实了关于手工采购纯坚果至关重要的假设。他们强调了在这一生产环节对供应商进行验证的必要性,表明冰淇淋也可能给消费者带来接触黄曲霉毒素和赭曲霉毒素a的风险。
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引用次数: 0
Machine learning and food inspection: use of Bayesian Network modeling to support official controls in the food industries. 机器学习和食品检验:使用贝叶斯网络建模来支持食品行业的官方控制。
IF 1.7 Q3 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-01-15 DOI: 10.4081/ijfs.2026.13491
Luca Nalbone, Salvatore Forgia, Filippo Giarratana, Graziella Ziino, Salvatore Monaco, Santino La Macchia, Alessandro Giuffrida

This study aims to develop a machine learning model capable of predicting the type of non-compliance (NC) most likely to be detected by competent authorities during official control of food establishments based on their structural, product, and management characteristics. A Bayesian Network (BN) model was developed using data from 145 NCs detected by the Local Health Authority of Messina during 588 official controls performed on 101 approved food establishments between 2018 and 2021. The NCs were classified into 10 distinct categories based on the requirement not met: i) structural and equipment conditions; ii) water supply; iii) fight against pests; iv) hygiene of staff and processing; v) cleaning and sanitizing conditions; vi) raw materials, semi-finished and finished products; vii) labeling; viii) traceability; ix) Hazard Analysis and Critical Control Points (HACCP); and x) microbiological criteria according to Regulation (EC) 2005/2073. The model was constructed by associating the number and type of NC with the criteria and corresponding evaluations established by the Veterinary Services for each food establishment risk categorization according to Annex 2 of the Intesa Stato-Regioni CSR 212/2016. In detail, 8 different criteria were considered: i) date of construction or renovation; ii) general maintenance conditions; iii) marketing area; iv) food category; v) product intended use; vi) professionalism of management; vii) hygienic-sanitary training of employees; and viii) HACCP self-control plan. The BN model was implemented using the Hugin Lite software, considering the NC type as the parent node and the 8 different criteria as the child nodes. The implemented model allowed the prediction of the most probable type of NCs by inputting the evaluations of each risk categorization criterion for a given food establishment into the child nodes. A total of 25 NCs detected in 10 food establishments during 2024 were used to validate the model. The validation cases were not included in the learning dataset. The model correctly predicted the occurrence of 19 NCs (76%), while 6 NCs (24%) were not predicted, and 3 NCs (12%) were rightly predicted as the most probable ones. Although further efforts are needed to implement the model with a greater number of data, this study highlights the potential of a BN-based approach as a valuable tool for competent authorities in organizing and performing official controls from a new technological and sustainable perspective.

本研究旨在开发一种机器学习模型,能够根据食品企业的结构、产品和管理特征,预测主管当局在对食品企业进行官方控制期间最有可能检测到的不合规(NC)类型。使用墨西拿地方卫生当局在2018年至2021年期间对101家经批准的食品企业进行588次官方控制期间检测到的145个nc的数据,开发了贝叶斯网络(BN)模型。根据未满足的要求,将nc分为10个不同的类别:i)结构和设备条件;Ii)供水;Iii)防治害虫;Iv)员工卫生和加工;五)清洁和消毒条件;六)原材料、半成品和成品;七)标记;八世)可追溯性;ix)危害分析和关键控制点(HACCP);x)微生物标准,符合法规(EC) 2005/2073。该模型通过将NC的数量和类型与兽医局根据Intesa Stato-Regioni CSR 212/2016附录2为每个食品企业风险分类建立的标准和相应评估相关联来构建。具体来说,考虑了8个不同的标准:i)建造或翻新的日期;Ii)一般维修条件;Iii)营销区域;Iv)食品类别;V)产品预期用途;六)管理的专业性;七)员工的卫生培训;HACCP自控计划。使用Hugin Lite软件实现BN模型,将NC类型作为父节点,8个不同的标准作为子节点。所实施的模型通过将给定食品企业的每个风险分类标准的评估输入到子节点中,从而可以预测最可能的nc类型。在2024年期间,在10家食品企业共检测到25种nc,用于验证该模型。验证用例未包含在学习数据集中。该模型正确预测了19个nc(76%)的发生,6个nc(24%)未被预测,3个nc(12%)被正确预测为最可能的nc。虽然需要进一步努力以更多的数据来实施该模型,但本研究强调了基于生物多样性的方法作为主管当局从新技术和可持续的角度组织和执行官方控制的宝贵工具的潜力。
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引用次数: 0
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Italian Journal of Food Safety
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