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Sporulation and implications for composting food waste 产孢及其对食物垃圾堆肥的影响。
IF 2.8 4区 农林科学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-10-09 DOI: 10.1016/j.jfp.2025.100633
Muriel Lepesteur, Carina Dexter, Yujing Zhang, Aleksandra Kusljic
Well−managed composting is generally a safe method for processing organic wastes and generating a product that has beneficial uses. However, there is uncertainty regarding the safety of composts produced from high-risk organic wastes. High-risk organic wastes are wastes that may contain contaminants (biological, physical, or chemical) that render the waste difficult to process and are likely to pose unacceptable residual risks after suboptimal processing. In this article, we examine the environmental stressors present during the composting process and how they impact the fate of spore-forming bacteria. For example, promoting the sporulation of spore-forming bacteria early in the composting process by maintaining a steady but slow rise in temperature may increase their removal.
As a result, the composting process could be optimized to maximize the removal of pathogenic spore-forming bacteria otherwise likely to survive the composting process. A hazard analysis and critical control point (HACCP) is proposed that utilizes the timing of pathogen inactivation, as well as a multibarrier approach to ensure that inactivation during composting does not rely on a single operational parameter. This is a systematic and flexible approach which could offer composters a practicable and efficient system to reduce spore-forming bacteria as more high-risk organic wastes are diverted from landfills to be composted.
管理良好的堆肥通常是处理有机废物和产生有益用途的产品的安全方法。然而,从高风险有机废物中生产的堆肥的安全性存在不确定性。高风险有机废物是指可能含有污染物(生物的、物理的或化学的)的废物,这些污染物使废物难以处理,并且在不理想的处理后可能造成不可接受的残余风险。在这篇文章中,我们研究了堆肥过程中存在的环境压力因素以及它们如何影响孢子形成细菌的命运。例如,在堆肥过程的早期,通过保持稳定但缓慢的温度上升来促进孢子形成细菌的产孢,可能会增加它们的去除。因此,堆肥过程可以优化,以最大限度地去除病原孢子形成细菌,否则可能在堆肥过程中存活。提出了危害分析和关键控制点(HACCP),利用病原体灭活的时间,以及多屏障方法来确保堆肥过程中的灭活不仅仅依赖于单个操作参数。这是一种系统和灵活的方法,可以为堆肥者提供一个切实可行和有效的系统,以减少形成孢子的细菌,因为更多的高风险有机废物从填埋场转移到堆肥中。
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引用次数: 0
Rapid Detection and Fast Induction of Viable but Nonculturable Vibrio parahaemolyticus and Vibrio cholerae 活的但不可培养的副溶血性弧菌和霍乱弧菌的快速检测和快速诱导。
IF 2.8 4区 农林科学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-10-01 DOI: 10.1016/j.jfp.2025.100623
Eleonora Di Salvo , Christopher Zeidler , Tim Bastian Schille , Patrick Mikuni-Mester , Thomas Alter , Stephan Huehn-Lindenbein , Susanne Fleischmann
Vibrio (V.) species, such as V. parahaemolyticus and V. cholerae, are commonly associated with foodborne infections and are frequently detected in seafood worldwide. Unfavorable environmental conditions and process-related factors can induce a shift from culturable Vibrio cells into viable but nonculturable (VBNC) cells.
Conventional culture-based detection methods (ISO 21872-1:2023-06) cannot detect bacteria in the VBNC state, even though these cells remain metabolically active and pathogenic due to the expression of toxin−encoding genes. This study aimed to develop a detection method using viable quantitative PCR (vqPCR) to identify viable cells, including those in VBNC state. In parallel, a relatively rapid protocol for inducing the VBNC state to generate VBNC cell controls was established.
The established vqPCR assays included a preliminary step to inhibit dead bacterial cells using a proprietary DNA intercalating dye (Reagent D) in combination with the detection of long gene fragments of groEL (510 bp) for V. parahaemolyticus and ompW (588 bp) for V. cholerae using previously published primers. These assays demonstrated a high sensitivity, detecting as low as 20 fg DNA = 3.5 V. parahaemolyticus cells and 30 fg DNA = 6.9 V. cholerae cells. An induction of Vibrio VBNC cells of ≈ 6.5 Log10 cells/ml was successfully achieved within one hour from an initial 7.3 Log10 viable Vibrio cells/ml by treating the cells with a solution containing 0.5 or 1.0% Lutensol A03 and 0.2 M ammonium carbonate.
The results showed that the established vqPCR methods were able to detect V. parahaemolyticus and V. cholerae in up to 50% (2.6 to 4.2 Log10 cells/g) and 56% (2.8 to 5.2 Log10 cells/g) of retail samples, respectively, that were initially false-negative in culture-based tests.
The use of vqPCR assays along with culture-based tests can significantly enhance the seafood safety assessment by enabling the detection of VBNC cells of the most important foodborne Vibrio pathogens. In addition, the induction assay can be used for a rapid production of VBNC cells to standardize and validate such detection methods.
弧菌种类,如副溶血性弧菌和霍乱弧菌,通常与食源性感染有关,在世界各地的海产品中经常检测到。不利的环境条件和工艺相关因素可诱导可培养弧菌细胞向可存活但不可培养的(VBNC)细胞转变。传统的基于培养的检测方法(ISO 21872-1:2023-06)无法检测出处于VBNC状态的细菌,即使这些细胞由于毒素编码基因的表达而保持代谢活性和致病性。本研究旨在建立一种活菌定量PCR (vqPCR)检测方法,用于鉴定包括VBNC状态在内的活菌细胞。同时,建立了一种相对快速的诱导VBNC状态生成VBNC细胞对照的方法。建立的vqPCR检测包括使用专有的DNA插入染料(试剂D)抑制死亡细菌细胞的初步步骤,结合使用先前发表的引物检测副溶血性弧菌的groEL (510 bp)长基因片段和霍乱弧菌的ompW (588 bp)长基因片段。这些检测显示出高灵敏度,可检测低至20 fg DNA = 3.5 v的副溶血性细胞和30 fg DNA = 6.9 v的霍乱细胞。用含有0.5或1.0% Lutensol A03和0.2 M碳酸铵的溶液处理细胞,在1小时内成功地从7.3 Log10个活弧菌细胞/ml诱导出了≈6.5 Log10个细胞/ml的VBNC弧菌细胞。结果表明,所建立的vqPCR方法能够分别在高达50% (2.6 ~ 4.2 Log10细胞/g)和56% (2.8 ~ 5.2 Log10细胞/g)的零售样品中检测到副溶血性弧菌和霍乱弧菌,这些样品最初在基于培养的测试中呈假阴性。利用vqPCR检测和基于培养的检测可以检测最重要的食源性弧菌病原体的VBNC细胞,从而显著提高海产品的安全性评估。此外,诱导试验可用于快速生产VBNC细胞,以标准化和验证此类检测方法。
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引用次数: 0
Prevalence and Genomic Characterization of Listeria monocytogenes in Retail Beef and Farm Samples in Korea 韩国零售牛肉和农场样品中单核细胞增生李斯特菌的流行和基因组特征。
IF 2.8 4区 农林科学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-10-01 DOI: 10.1016/j.jfp.2025.100640
Jiyon Chu , Jeong-Ih Shin , Mi Ru Lee , Yeun-Jun Chung , Kun Taek Park , Seung-Hyun Jung
Listeria monocytogenes (Lm) is a major foodborne pathogen that can persist in food-processing environments and is responsible for listeriosis outbreaks. In this study, a total of 445 samples were collected from the beef supply chain, including 205 samples from cattle farms and 240 from retail markets across South Korea. Notably, 22 Lm isolates were exclusively recovered from retail beef samples, suggesting that contamination likely occurred during postfarm processing. Whole-genome sequencing revealed that the isolates belonged to lineage I (36.4%) and lineage II (63.6%), with CC9 being the most frequently identified clonal complex. Lineage I included hypervirulent clones such as CC3, CC87, and CC224, which harbored LIPI-3 or LIPI-4 and a full-length inlA gene, consistent with high virulence potential. Notably, the CC224 strains shared several molecular features with the Korean outbreak strain (sublineage, resistance gene, and a premature stop codon [PMSC] mutation in the llsX gene), although they were not closely genetically related. In contrast, all CC9 isolates harbored inlA PMSC mutations, which are associated with attenuated virulence. Virulence and stress-related genetic elements exhibited lineage-specific patterns, with SSI-2, internalin genes (inlG and inlL), and virulence factors (ami and comK) predominantly found in lineage II. All isolates remained susceptible to most antibiotics; however, tetracycline resistance was observed in a subset (n = 4, 18.2%). Our findings demonstrate the coexistence of hypervirulent and stress-adapted subtypes in beef products and underscore the need for continuous genomic surveillance and enhanced hygiene measures during meat processing and distribution to mitigate public health risks.
单核细胞增生李斯特菌(Lm)是一种主要的食源性病原体,可在食品加工环境中持续存在,是李斯特菌病暴发的原因。在这项研究中,总共从牛肉供应链中收集了445个样本,其中包括来自养牛场的205个样本和来自韩国零售市场的240个样本。值得注意的是,仅从零售牛肉样本中回收了22株Lm分离株,这表明污染可能发生在农场后加工过程中。全基因组测序结果显示,分离株分别属于谱系I(36.4%)和谱系II(63.6%),其中CC9是最常见的克隆复合体。谱系1包括高毒力克隆,如CC3、CC87和CC224,其中含有LIPI-3或LIPI-4和全长inlA基因,与高毒力潜力一致。值得注意的是,CC224株与韩国爆发株具有几个分子特征(亚谱系、抗性基因和llsX基因的过早终止密码子[PMSC]突变),尽管它们在遗传上并不密切相关。相比之下,所有CC9分离株都携带la PMSC突变,这与毒性减弱有关。毒力和应激相关遗传因子表现出谱系特异性模式,SSI-2、内毒素基因(inlG和inlL)和毒力因子(ami和comK)主要存在于谱系II中。所有分离株仍对大多数抗生素敏感;然而,在一个亚群中观察到四环素耐药(n = 4,18.2%)。我们的研究结果表明,在牛肉产品中存在高毒力亚型和应激适应亚型,并强调需要在肉类加工和分销过程中进行持续的基因组监测和加强卫生措施,以减轻公共卫生风险。
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引用次数: 0
Preliminary Study of Chemical Fertilizer and Cattle Manure-Based Bio-Slurry Application on Soil Properties and Heavy Metal Concentration in Maize (Zea mays L.) Grain 施用化肥和牛粪基生物浆对玉米籽粒土壤性质和重金属含量的初步研究。
IF 2.8 4区 农林科学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-10-01 DOI: 10.1016/j.jfp.2025.100637
Getachew Sime
The objective of this study was to evaluate the effect of bio-slurry (BS) and chemical fertilizer (CF) application on the physico-chemical properties of the soil and food safety of maize (Zea mays L.) grain. A field experiment was conducted at Hawassa University Research Farm, in Sidama Region, Ethiopia, under rain-fed conditions. The experiment consisted of three treatments, arranged in a randomized complete block design with three replications. The treatments were 100% BS (5 ton BS ha−1), 100% CF (90 kg N ha−1 + 30 kg P ha−1 + 13 kg S ha−1), and control. Soil samples were taken for the physico-chemical analysis. Maize grain samples were also collected at harvest for the analysis of heavy metal concentration. The application of BS and CF slightly improved the soil physico-chemical properties. The mean concentration of heavy metals in preexperiment soil was below the permissible limit for arable land except for Cd. Though the application of BS reduced the mean concentration of most of the heavy metals studied (Mn, Pb, As, Cd, Cr, Ni, and Co), it increased the concentration of essential metals (Cu, Fe, and Zn) in soil. Likewise, the application of CF increased the concentration of Cu and Fe. The application of BS and CF increased the concentration of Ni and Co, respectively, in maize grain that exceeded the FAO/WHO 2001 standards. Attributing to heavy metal concentration, this result signifies a potential health concern of applying BS and CF in maize cultivation for human consumption in the study sites. Therefore, pretreatment of BS and CF for Ni and Co is important for avoiding heavy metal contamination of maize grain for human consumption.
本研究旨在评价生物浆(BS)和化肥(CF)施用对玉米(Zea mays L.)籽粒土壤理化性质和食品安全的影响。在埃塞俄比亚Sidama地区的Hawassa大学研究农场,在雨养条件下进行了田间试验。试验包括3个处理,采用随机完全区组设计,3个重复。处理为100% BS (5 t BS hm -1)、100% CF (90 kg N hm -1+ 30 kg P hm -1+ 13 kg S hm -1)和对照。取土样进行理化分析。收获时采集玉米籽粒样品进行重金属浓度分析。施用BS和CF对土壤理化性质有轻微改善。除Cd外,预试土壤中重金属的平均浓度均低于耕地允许浓度。施用BS虽然降低了所研究的大多数重金属(Mn、Pb、As、Cd、Cr、Ni和Co)的平均浓度,但增加了土壤中必需金属(Cu、Fe和Zn)的浓度。同样,CF的应用增加了Cu和Fe的浓度。BS和CF的使用使玉米籽粒中Ni和Co的浓度分别超过了FAO/WHO 2001年标准。由于重金属浓度的原因,这一结果表明,在研究地点的玉米种植中使用BS和CF供人类食用可能存在健康问题。因此,BS和CF预处理Ni和Co对于避免人类食用玉米籽粒重金属污染具有重要意义。
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引用次数: 0
Low Prevalence and Concentrations of Campylobacter Detected on Retail Chicken Breasts 零售鸡胸肉中弯曲杆菌的低流行率和浓度。
IF 2.8 4区 农林科学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-10-01 DOI: 10.1016/j.jfp.2025.100635
Amelia Navarre , Katherine Rupert , Tyler Chandross-Cohen , Jasna Kovac
Since 2014, Campylobacter has been the leading bacterial cause of foodborne illness in the United States, resulting in millions in economic losses each year and strains on public health. Chicken, the most consumed meat in the US, is the primary source of Campylobacter infection in humans, accounting for 50 – 90% of all cases. To survive food processing stressors like oxidative and cold stress, Campylobacter enters a viable but nonculturable (VBNC) state, where cells remain intact (viable) but cannot grow in conventional culture media within the prescribed time (nonculturable). This presents a food safety challenge since growth in selective media, which only determines the culturable cells, is required for the detection of Campylobacter using standard microbiological methods. Culture-independent detection methods like viability quantitative polymerase chain reaction (qPCR) have been developed to overcome this challenge and detect both culturable and nonculturable viable cells. Here, we applied both culture-based methods and viability qPCR to assess the occurrence and levels of Campylobacter on 209 retail skinless boneless chicken breasts processed in at least eight U.S. states. Culture-based enrichment yielded isolates for 15 samples, with whole genome sequencing identifying isolates from four samples as C. jejuni, eight samples as Acinetobacter spp., one as Micrococcus luteus, and one as Escherichia coli, resulting in a 1.9% prevalence of Campylobacter on retail skinless boneless chicken breast. Spread plating on selective media and viability qPCR did not detect Campylobacter in any of the tested samples, suggesting that concentrations were below the limit of detection of these methods.
自2014年以来,弯曲杆菌一直是美国食源性疾病的主要细菌原因,每年造成数十亿美元的经济损失,并对公共卫生造成压力。鸡肉是美国消费最多的肉类,是人类弯曲杆菌感染的主要来源,占所有病例的50 - 90%。为了在氧化和冷应激等食品加工应激条件下存活,弯曲杆菌进入一种可存活但不可培养(VBNC)状态,细胞保持完整(可存活),但在规定时间内不能在传统培养基中生长(不可培养)。这对食品安全提出了挑战,因为使用标准微生物学方法检测弯曲杆菌需要在只决定可培养细胞的选择性培养基中生长。培养无关的检测方法,如活力定量聚合酶链反应(qPCR)已经开发出来,以克服这一挑战,并检测可培养和不可培养的活细胞。在这里,我们应用基于培养的方法和活力qPCR来评估在美国至少8个州加工的209个零售去皮去骨鸡胸肉上弯曲杆菌的发生率和水平。经全基因组测序,从15份样品中分离出4株空肠杆菌、8株不动杆菌、1株黄体微球菌和1株大肠杆菌,零售去皮去骨鸡胸肉中弯曲杆菌的感染率为1.9%。在选择性培养基上涂布镀和活力qPCR均未检测到弯曲杆菌,提示浓度低于这些方法的检测极限。
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引用次数: 0
Toxic metal Accumulation in Edible Fishes and Associated Human Health Risks: Evidence from Southeastern Coastal Region of Bangladesh 有毒金属在食用鱼类中的积累和相关的人类健康风险:来自孟加拉国东南沿海地区的证据。
IF 2.8 4区 农林科学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-10-01 DOI: 10.1016/j.jfp.2025.100636
Syed Riad , M. Abbas Alam , Foyez Jalal Uddin , M. Tawhid Al Jomar , A.M. Sarwaruddin Chowdhury , Tanzina Iveen Chowdhury , L.N. Lutfa , M. Safiur Rahman , Tasrina Rabia Choudhury
The Karnaphuli River, Patenga sea beach area, and Sandwip Island are parts of the Southeastern region of Bangladesh characterized by a high density of industrial establishments, extensive agricultural activities, and poor management, along with intensive and unregulated tourism, which significantly pose a possible danger of pollution in the aquatic environment from heavy metals. Accordingly, eight fish samples were obtained from four distinct sites within these regions to assess the concentration of heavy metals and evaluate the probable health risks of swallowing them. Atomic Absorption Spectroscopy (AAS) was employed to determine the concentration of lead, cadmium, chromium, arsenic, mercury, and copper in the edible muscle tissues of the most commonly consumed species, and the average concentration levels followed the descending order: Cr > Pb > As > Cu > Cd. Principal Component Analysis (PCA) and Pearson correlation analysis identified possible pollutants (natural and anthropogenic) and significant positive and negative connections between harmful metal concentrations in fish species. The metal pollution index (MPI) was lower than 1, and the estimated daily intake (EDI) was more than the tolerable daily intake in some species for children for Pb species for health risk assessment. Target hazard quotient (THQ) > 1 for children in every fish species for As and in most species for Cr also while total target hazard quotient (TTHQ) > 1 in every sample for children, and showed children have approximately 4.5 times more health risk. Children’s cancer risk (CR) for Cr and As metal was level VII, while adults’ cancer risk was medium to high, advising against consuming such fish species.
Karnaphuli河,Patenga海滩地区和Sandwip岛是孟加拉国东南部地区的一部分,其特点是工业设施密度高,农业活动广泛,管理不善,以及密集和不受管制的旅游业,这可能会对水生环境造成重金属污染的危险。因此,从这些地区的四个不同地点获得了8份鱼类样本,以评估重金属的浓度并评估吞食它们可能带来的健康风险。采用原子吸收光谱法(AAS)测定了最常食用物种可食性肌肉组织中铅、镉、铬、砷、汞、铜的浓度,平均浓度由高到低依次为:主成分分析(PCA)和Pearson相关分析确定了鱼类中可能存在的污染物(自然和人为)以及有害金属浓度之间的显著正相关和负相关关系。重金属污染指数(MPI)低于1,部分种类儿童Pb的估计日摄入量(EDI)大于可耐受日摄入量。每种鱼类中儿童砷的目标危害商(THQ) > 1,大多数鱼类中儿童铬的目标危害商(THQ) > 1,每种样本中儿童的总目标危害商(TTHQ) > 1,显示儿童的健康风险约为4.5倍。儿童的癌症风险(CR)对铬和砷的金属是7级,而成人是中等到高,建议不要食用这些鱼类。
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引用次数: 0
Efficacy of Peroxyacetic Acid and Sulfuric Acid-Surfactant Blends for Reducing Listeria monocytogenes Contamination on the Surface of Whole Cantaloupes 过氧乙酸和硫酸-表面活性剂共混物对整个哈密瓜表面单核细胞增生李斯特菌污染的影响。
IF 2.8 4区 农林科学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-10-01 DOI: 10.1016/j.jfp.2025.100634
Caleb J. Swing, Sara V. Gonzalez, Michael J. Hernandez-Sintharakao, Mahesh N. Nair, Ifigenia Geornaras
The continued occurrence of foodborne illness outbreaks linked to cantaloupes highlights the need for additional efforts to mitigate the risk of pathogen contamination on these products before they reach consumers. This study evaluated the efficacy of a sanitizer blend consisting of peroxyacetic acid (PAA) and a proprietary sulfuric acid-surfactant (SS) (PAA-SS) in reducing inoculated L. monocytogenes populations on whole cantaloupe melons. Cantaloupes (n = 6) were surface-inoculated (ca. 8 log CFU/cantaloupe) with a five-strain mixture of L. monocytogenes and then immersed in water, 40 ppm free chlorine (CL), SS at pH 1.8, PAA (40, 80, and 250 ppm; denoted as PAA40, PAA80, and PAA250, respectively), or PAA-SS (pH 1.8; denoted as PAA40-SS, PAA80-SS, PAA250-SS) for 0.5, 1, or 5 min. Regardless of exposure time, L. monocytogenes reductions obtained with CL and all the PAA and PAA-SS treatments were greater (P < 0.05) than those obtained with the water treatment. Overall, irrespective of treatment time, reductions ranged from 2.1 to 3.3 log CFU/cantaloupe for CL, 0.9 to 1.8 log CFU/cantaloupe for SS, 3.0 to >4.6 log CFU/cantaloupe across the three PAA concentrations, and 3.2 to >4.9 log CFU/cantaloupe across the three PAA-SS blends. In general, the efficacy of PAA40-SS, PAA80-SS, PAA250-SS, and PAA250 was greater (P < 0.05) than that of the CL treatment. Furthermore, the effectiveness of the PAA-SS blends was largely comparable (P ≥ 0.05) to that of PAA (without SS) applied at the same concentration and exposure time. However, the absence of surviving populations (<2.7 log CFU/cantaloupe detection limit) in some samples treated with PAA250-SS suggested that combining PAA with the sulfuric acid-surfactant may enhance the antimicrobial effects of PAA. The results of this study offer alternatives to chlorine for reducing L. monocytogenes contamination on the surface of cantaloupes and highlight the potential application of PAA-SS blends in produce sanitizer systems.
与哈密瓜有关的食源性疾病暴发的持续发生,突出表明需要进一步努力,在这些产品到达消费者之前减轻病原体污染的风险。本研究评价了一种由过氧乙酸(PAA)和专有硫酸表面活性剂(SS) (PAA-SS)组成的消毒液对减少整个哈密瓜上接种的单核细胞增生李斯特菌种群的效果。将哈密瓜(n = 6)表面接种5株单核细胞增殖L.菌混合物(约8 log CFU/哈密瓜),然后浸泡在水中,40 ppm的游离氯(CL), pH 1.8的SS, PAA(40、80和250 ppm,分别记为PAA40、PAA80和PAA250),或PAA-SS (pH 1.8,分别记为PAA40-SS、PAA80-SS、PAA250-SS)中0.5、1或5分钟。无论暴露时间如何,CL和所有PAA和PAA- ss处理的单核增生乳杆菌减少量均大于水处理(P < 0.05)。总体而言,无论处理时间如何,三种PAA浓度下,CL降低了2.1 - 3.3 log CFU/哈密瓜,SS降低了0.9 - 1.8 log CFU/哈密瓜,3.0 - 4.6 log CFU/哈密瓜,3.2 - 4.9 log CFU/哈密瓜。总体而言,PAA40-SS、PAA80-SS、PAA250- ss和PAA250治疗的疗效均高于CL治疗(P < 0.05)。此外,在相同浓度和暴露时间下,PAA-SS共混物的效果与PAA(不含SS)的效果基本相当(P≥0.05)。然而,幸存种群的缺失(
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引用次数: 0
Prevalence and Levels of Shiga Toxin–producing Escherichia coli and Salmonella in California Raw Almond Kernels From the 2021 Harvest Compared With Data From Harvests Between 2001 and 2013 2021年收获的加州生杏仁核中产志贺毒素大肠杆菌和沙门氏菌的流行率和水平与2001-2013年收获的数据进行了比较。
IF 2.8 4区 农林科学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-10-01 DOI: 10.1016/j.jfp.2025.100629
Linda J. Harris, Vanessa M. Lieberman, Sheryl Long, Anne-laure Moyne
The prevalence and levels of pathogens in foods are critical inputs for quantitative microbial risk assessment. This study aimed to determine the prevalence, levels, and distribution of Escherichia coli O157:H7, non-O157 Shiga toxin–producing E. coli (STEC), and Salmonella on raw almond kernels from the 2021 California harvest, and to compare the results with data from 2001 to 2013. During the 2021 harvest, 1–2 kg samples were collected at processing facilities from 601 incoming single-variety almond lots representing 15 varieties. Each lot was tested for the presence of E. coli O157:H7 and STEC using 375-g subsamples and for Salmonella using 100-g subsamples. Aerobic plate count (APC) and levels of coliforms, Enterobacteriaceae, yeasts, and molds were determined for a subset of positive and negative lots. Salmonella levels in positive lots were estimated using a modified three-tube most-probable-number (MPN) method with additional 25- and 50-g subsamples processed through sample depletion. A subset of Salmonella-negative lots was also retested using multiple 100-g subsample enrichments. None of the 601 lots was positive for either E. coli O157:H7 or STEC. Salmonella was isolated from 18 lots (3.0% [95% CI, 1.8–4.7%]), a higher prevalence than the 9-year average from earlier surveys (0.98% [95% CI, 0.83–1.2%]). Estimated Salmonella levels in 2021 ranged from 0.0016 to 0.011 MPN/g (mean 0.0034 ± 0.0023 MPN/g), consistent with 2001–2013 levels (mean 0.012 ± 0.017 MPN/g; range, 0.00020–0.15 MPN/g). Whole-genome sequencing of 2021 isolates identified Salmonella enterica subspecies arizonae, diarizonae, and enterica, including nine Salmonella enterica subspecies enterica serovars. No significant differences (P > 0.05) in APC or levels of yeasts, molds, coliforms, or Enterobacteriaceae were observed between Salmonella-positive and -negative lots in 2021, consistent with findings from earlier surveys. Salmonella detection was not associated with almond variety.
食品中病原体的流行程度和水平是定量微生物风险评估的关键输入。本研究旨在确定2021年加利福尼亚收获的生杏仁仁中大肠杆菌O157:H7、非O157产志贺毒素(STEC)和沙门氏菌的流行程度、水平和分布,并将结果与2001-2013年的数据进行比较。在2021年收获期间,在加工设施中从15个品种的601个单品种杏仁批次中收集了1-2公斤样品。使用375克亚样本检测每批O157:H7大肠杆菌和产大肠杆菌的存在,使用100克亚样本检测沙门氏菌的存在。好氧平板计数(APC)和大肠菌群,肠杆菌科,酵母和霉菌的水平被确定为阳性和阴性批次的子集。使用改进的三管最可能数(MPN)方法估计阳性批次中的沙门氏菌水平,并通过样品消耗处理额外的25和50克亚样品。沙门氏菌阴性批次的一个子集也使用多个100 g亚样品富集重新测试。601个批次均未检测出大肠杆菌O157:H7或产志贺毒素大肠杆菌。从18个批次中分离出沙门氏菌(3.0% [95% CI, 1.8 - 4.7%]),患病率高于早期调查的9年平均值(0.98% [95% CI, 0.83 - 1.2%])。2021年沙门氏菌估计水平为0.0016 - 0.011 MPN/g(平均0.0034±0.0023 MPN/g),与2001-2013年水平(平均0.012±0.017 MPN/g,范围0.00020-0.15 MPN/g)一致。对2021株分离物进行全基因组测序,鉴定出肠沙门氏菌亚种arizonae、diarizonae和enterica,包括9个肠沙门氏菌亚种enterica血清型。2021年沙门氏菌阳性和阴性样品之间的APC或酵母、霉菌、大肠菌群或肠杆菌科水平无显著差异(P > 0.05),与早期调查结果一致。沙门氏菌检测与杏仁品种无关。
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引用次数: 0
Development and Validation of a Novel Classification Framework for Voluntary Food Safety Adoption Among Small-Scale Produce Growers: A Pilot Study 小规模生产者自愿采用食品安全新分类框架的开发和验证:一项试点研究。
IF 2.8 4区 农林科学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-10-01 DOI: 10.1016/j.jfp.2025.100630
Jesica Temple , Jessica M. Blythe , Tim P. Boltz , Arron J. Giorgi , Christopher M. Ashwell , Cangliang Shen
This study utilizes a novel classification framework to address voluntary food safety practices among small-scale produce growers who sell primarily at West Virginia farmers’ markets. Limited data exist on how these exempt growers voluntarily adopt postharvest food safety practices. This pilot study assessed postharvest food safety behaviors and introduced a behavioral classification framework—Willing, Ready, and Able (WRA)—to stratify engagement among FSMA-exempt small-scale produce growers. A cross-sectional survey was administered in 2025 to 40 growers at the West Virginia Small Farms Conference. FSMA exemption was confirmed by self-report or eligibility criteria; five FSMA-covered respondents were excluded, yielding a final sample of 35. Growers were categorized as FSMA-Willing (no training, confident in current practices), FSMA-Ready (training plus adoption of one to three Good Agricultural Practices (GAP)-aligned practices), or FSMA-Able (training plus adoption of four or more GAP-aligned practices). Among FSMA-exempt respondents (n = 35), 62.8% reported training, 53.1% sanitized surfaces, and 52.5% used refrigeration. WRA classification revealed that 34.3% were Willing, 34.3% Ready, and 28.5% Able. The WRA framework introduces a novel behavioral classification system to differentiate FSMA-exempt growers by readiness, training history, and current safety practices. These findings suggest that many exempt growers voluntarily implement risk-reducing behaviors, and WRA can guide targeted outreach to improve food safety in decentralized systems.
本研究利用一种新的分类框架来解决主要在西弗吉尼亚州农贸市场销售的小规模农产品种植者的自愿食品安全实践问题。关于这些豁免种植者如何自愿采用收获后食品安全措施的数据有限。这项试点研究评估了收获后的食品安全行为,并引入了一个行为分类框架——意愿、准备和能力(WRA)——来对不受fsma约束的小规模农产品种植者的参与情况进行分层。2025年,在西弗吉尼亚州小型农场会议上,对40名种植者进行了横断面调查。通过自我报告或资格标准确认FSMA豁免;5名fsma覆盖的受访者被排除在外,最终样本为35人。种植者被分为fsma意愿(未接受培训,对现行做法有信心)、fsma准备(接受培训并采用1 - 3种符合良好农业规范(gap)的做法)或fsma能够(接受培训并采用4种或更多符合良好农业规范的做法)。在fsma豁免的受访者中(n = 35), 62.8%的人报告了培训,53.1%的人消毒过表面,52.5%的人使用过冰箱。WRA分类显示34.3%为Willing, 34.3%为Ready, 28.5%为Able。WRA框架引入了一种新的行为分类系统,通过准备情况、培训历史和当前的安全实践来区分fsma豁免种植者。这些发现表明,许多豁免种植者自愿实施降低风险的行为,WRA可以指导有针对性的推广,以改善分散系统中的食品安全。
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引用次数: 0
Harnessing Artificial Intelligence to Safeguard Food Quality and Safety 利用人工智能保障食品质量和安全。
IF 2.8 4区 农林科学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-10-01 DOI: 10.1016/j.jfp.2025.100621
Diwakar Singh
Artificial Intelligence (AI) is reforming the food industry, particularly in food safety and quality control, by enhancing detection, predicting shelf life, and optimizing production processes. This review explores the innovative role of AI, focusing on the integration of machine learning (ML), computer vision, and natural language processing (NLP) in food safety systems. AI is transforming food safety by enabling real-time monitoring, predictive analytics, rapid contaminant detection, and automation throughout the food supply chain. These technologies reduce human error and allow quicker responses to safety threats, ultimately preventing foodborne illnesses and improving product quality. AI also helps to predict and manage climate-induced risks, such as chemical and microbiological hazards linked to extreme weather and temperature shifts. The review outlines the integration of digital tools such as biosensors and Internet of Things (IoT) devices and examines AI’s convergence with blockchain and process analytical technologies to enhance traceability and strengthen food safety management systems. Despite its potential, the widespread adoption of AI is hindered by challenges such as data privacy concerns, workforce adaptation, and regulatory barriers, while critical gaps in digital infrastructure, data standardization, and policy support also need to be addressed to enable effective implementation. The review highlights the importance of ethical frameworks and interdisciplinary collaboration to guide responsible AI deployment. Emerging tools like neural networks and behavior-based safety assessments can boost food system resilience. The review concludes by calling for enhanced regulatory cooperation and technological investment to realize AI’s full potential in creating safer, more sustainable, and efficient food systems.
人工智能(AI)正在通过加强检测、预测保质期和优化生产流程,改革食品行业,特别是在食品安全和质量控制方面。本文探讨了人工智能的创新作用,重点介绍了机器学习(ML)、计算机视觉和自然语言处理(NLP)在食品安全系统中的集成。通过实现整个食品供应链的实时监控、预测分析、快速污染物检测和自动化,人工智能正在改变食品安全。这些技术减少了人为失误,对安全威胁做出了更快的反应,最终预防了食源性疾病,提高了产品质量。人工智能还有助于预测和管理气候引发的风险,例如与极端天气和温度变化有关的化学和微生物危害。该综述概述了生物传感器和物联网(IoT)设备等数字工具的集成,并研究了人工智能与区块链和过程分析技术的融合,以提高可追溯性并加强食品安全管理系统。尽管人工智能具有潜力,但它的广泛采用受到数据隐私问题、劳动力适应和监管障碍等挑战的阻碍,同时还需要解决数字基础设施、数据标准化和政策支持方面的关键差距,以实现有效实施。该审查强调了道德框架和跨学科合作对指导负责任的人工智能部署的重要性。神经网络和基于行为的安全评估等新兴工具可以提高粮食系统的弹性。报告最后呼吁加强监管合作和技术投资,以充分发挥人工智能在创造更安全、更可持续和更高效的食品系统方面的潜力。
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引用次数: 0
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Journal of food protection
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