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Epiphytic, Attached, and Internal Escherichia coli O157:H7 Subpopulations Associating With Romaine Lettuce Are Strain-Dependent and Affected by Relative Humidity and Pre- and Postharvest Plant State 附生、附着和内部大肠埃希菌 O157:H7 亚群与罗马生菜的关系取决于菌株,并受相对湿度和收获前后植物状态的影响
IF 1.9 4区 农林科学 Q4 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-10-28 DOI: 10.1111/jfs.13169
Claire L. Hudson, Shirley A. Micallef

Romaine lettuce is susceptible to Escherichia coli O157:H7 contamination. We evaluated strain and pre- and postharvest lettuce product differences in E. coli O157:H7 subpopulation distribution on romaine lettuce at two relative humidity (RH) levels. Plants of romaine lettuce cultivar 'Carlsbad' harvested and processed 'Carlsbad' leaves, and store-bought ready-to-eat romaine lettuce were inoculated with E. coli O157:H7 reference strain EDL933 and romaine lettuce outbreak strain 2705C. Using four processing methods, we determined pathogen cell fractions representing All (entire population), Epiphytic (loosely attached cells), Strongly Attached + Internal (excluding loosely attached cells), and Internal (excluding epiphytic cells) subpopulations. Preharvest, 80% RH favored subpopulations in each cell fraction, compared to 40% RH (p < 0.01 for both strains) and yielded 92%–100% internalization incidence of E. coli O157:H7, compared to 50%–57% at 40% RH. Levels of internal EDL933 cells were also 1.1 log higher than 2705C cells from plants kept at 80% RH (p < 0.001). While EDL933 had lower measures of Strongly Attached + Internal cells compared to All and Epiphytic fractions (p < 0.01), 2705C yielded no difference. Taken together, data suggest that the lettuce outbreak strain had a higher propensity for strong attachment to leaves and EDL933 internalized more successfully. Moreover, the Strongly Attached + Internal fractions of both strains were lower on preharvest 'Carlsbad' compared to 'Carlsbad' processed leaves (p < 0.01), suggesting that E. coli O157:H7 attached less strongly to preharvest plants than postharvest cut and stored leaves of the same variety. Our study uncovers important factors influencing cultivar- and strain-specific differences in association and internalization of enteric pathogens on leafy greens.

莴苣容易受到大肠杆菌 O157:H7 的污染。我们评估了两种相对湿度(RH)水平下莴苣上大肠杆菌 O157:H7 亚群分布的菌株和收获前后莴苣产品的差异。将大肠杆菌 O157:H7 参考菌株 EDL933 和莴苣疫情菌株 2705C 接种到莴苣栽培品种 "Carlsbad "收获和加工的 "Carlsbad "叶片以及商店购买的即食莴苣上。通过四种处理方法,我们确定了病原体细胞组分,分别代表全部(整个种群)、附生(松散附着细胞)、强附着+内部(不包括松散附着细胞)和内部(不包括附生细胞)亚种群。采收前,80% 相对湿度比 40% 相对湿度更有利于各细胞部分中的亚群(两种菌株的 p 均为 0.01),大肠杆菌 O157:H7 的内化率为 92%-100%,而 40% 相对湿度时为 50%-57%。在 80% 相对湿度下,EDL933 内部细胞的水平也比 2705C 细胞高 1.1 log(p <0.001)。与所有细胞和附生细胞相比,EDL933 的强附着 + 内部细胞含量较低(p < 0.01),而 2705C 则没有差异。总之,数据表明,莴苣爆发菌株对叶片的强附着倾向更高,EDL933的内吸更成功。此外,与'Carlsbad'加工叶片相比,两种菌株在收获前'Carlsbad'叶片上的强附着+内吸部分较低(p <0.01),这表明大肠杆菌 O157:H7 在收获前植株上的附着强度低于同一品种收获后切割和储存的叶片。我们的研究发现了影响栽培品种和菌株在叶菜上肠道病原体的结合和内化差异的重要因素。
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引用次数: 0
Effects of Combined Cold Plasma and Organic Acid-Based Sanitizer Treatments Against Salmonella enterica on Tomato Surfaces 冷等离子体和有机酸联合消毒处理对番茄表面肠炎沙门氏菌的影响
IF 1.9 4区 农林科学 Q4 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-10-27 DOI: 10.1111/jfs.13172
Dike O. Ukuku, Sudarsan Mukhopadhyay, Brendan A. Niemira, Ocen M. Olanya

Incidence of foodborne illness due to bacterial contamination of fresh produce continue to exist despite continuous research on processing interventions to mitigate the problem. In this study, we combined atmospheric cold plasma treatments with an antimicrobial solution containing specific organic acids generally recognized as safe (GRAS) by the FDA and tested its antimicrobial efficacy against Salmonella enterica inoculated on tomato surfaces. Tomato surfaces were inoculated with at 5.6 log CFU/g of Salmonella by spotting 0.1 mL of 7 log CFU/ml Salmonella onto the tomato stem scars, and by dipping whole tomatoes into a solution of 7 log CFU/ml Salmonella for 3 min to achieve 4.1 log CFU/g. Antimicrobial efficacy of the organic acid-based sanitizer + cold plasma treatments for 30, 60, 120, 180, and 360 s, were investigated, and significant bacterial inactivation was achieved above 120 s treatments. At 120 s, surviving populations of aerobic mesophilic bacteria recovered on the tomatoes surfaces averaged < 2 logs/g while yeast and mold survival averaged < 1 CFU/g. Treatment combination with this organic acid-based sanitizer + cold plasma for 120 s resulted in a 4.9 log reduction of Salmonella on the stem scar area and a 3.9 log reduction on the smooth peel surface. Similarly, populations of aerobic mesophilic bacteria recovered on treated tomato surfaces averaged < 0.3 log CFU/g. The results of this study indicate that combining an organic acid-based sanitizer with cold plasma treatments for ≥ 120 s can inactivates significant populations of Salmonella to enhance the microbial safety of tomato surfaces designated for fresh-cut salad.

尽管人们一直在研究如何通过加工干预措施来缓解这一问题,但由于新鲜农产品受到细菌污染而导致的食源性疾病的发生率仍然存在。在这项研究中,我们将大气冷等离子体处理与含有美国食品及药物管理局公认安全(GRAS)的特定有机酸的抗菌溶液相结合,并测试了其对番茄表面接种的肠炎沙门氏菌的抗菌效果。在番茄表面接种 5.6 log CFU/g 的沙门氏菌,方法是将 0.1 mL 7 log CFU/ml 的沙门氏菌点涂在番茄茎疤上,以及将整个番茄浸入 7 log CFU/ml 的沙门氏菌溶液中 3 分钟,以达到 4.1 log CFU/g。研究了有机酸消毒剂+冷等离子处理 30、60、120、180 和 360 秒的抗菌效果,120 秒以上的处理可显著灭活细菌。120 秒时,番茄表面恢复的需氧中嗜酸细菌存活数量平均为 2 logs/g,而酵母和霉菌存活数量平均为 1 CFU/g。使用这种有机酸消毒剂+冷等离子体处理 120 秒后,茎疤区域的沙门氏菌减少了 4.9 个对数值,光滑果皮表面的沙门氏菌减少了 3.9 个对数值。同样,在经过处理的番茄表面上回收的需氧中嗜热细菌的数量平均为 0.3 log CFU/g。这项研究的结果表明,将有机酸消毒剂与冷等离子处理结合使用≥ 120 秒,可以灭活大量沙门氏菌,从而提高用于鲜切沙拉的番茄表面的微生物安全性。
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引用次数: 0
Near-Infrared Spectroscopy-Based Chilled Fresh Lamb Quality Detection Using Machine Learning Algorithms 利用机器学习算法进行基于近红外光谱的冰鲜羊肉质量检测
IF 1.9 4区 农林科学 Q4 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-10-20 DOI: 10.1111/jfs.13167
Xinxing Li, Changhui Wei, Buwen Liang

Traditionally methods for assessing mutton quality rely on physical and chemical examination analyses that necessitate precise experimental environment conditions and specialized knowledge, often resulting in the compromise of the sample's structural integrity. To address these challenges, this study explores the application of near-infrared spectroscopy (NIR) as a non-destructive alternative for mutton quality evaluation, leveraging its operational simplicity, rapid analysis capabilities, and minimal requirement for technical expertise. Among various spectral data preprocessing techniques evaluated, multiple scattering correction (MSC) was found to significantly enhance model detection performance. Furthermore, principal component analysis (PCA) combined with the Mahalanobis Distance method was utilized for outlier identification. Finally, a mutton freshness detection model is constructed based on stacking ensemble learning, yielding an impressive accuracy rate of 0.976, outperforming other advanced approaches. In conclusion, our findings establish a robust theoretical framework for the rapid and non-destructive assessment of meat freshness, contributing to advancements in meat quality detection.

传统的羊肉质量评估方法依赖于物理和化学检查分析,这需要精确的实验环境条件和专业知识,往往会导致样品结构的完整性受到影响。为了应对这些挑战,本研究探索了近红外光谱(NIR)的应用,将其作为羊肉质量评估的一种非破坏性替代方法,充分利用其操作简单、快速分析能力和对专业知识的最低要求。在所评估的各种光谱数据预处理技术中,多重散射校正(MSC)可显著提高模型检测性能。此外,主成分分析(PCA)与马哈拉诺比距离法相结合,可用于离群点识别。最后,基于堆叠集合学习构建了羊肉新鲜度检测模型,其准确率达到了令人印象深刻的 0.976,优于其他先进方法。总之,我们的研究结果为快速、无损地评估肉类新鲜度建立了一个稳健的理论框架,为肉类质量检测领域的进步做出了贡献。
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引用次数: 0
Pulsed Light Decontamination of Red Chilies (Capsicum annuum var. longum) 脉冲光净化红辣椒(Capsicum annuum var.)
IF 1.9 4区 农林科学 Q4 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-10-09 DOI: 10.1111/jfs.13168
Kosana Pravallika, Snehasis Chakraborty

The impact of pulsed light treatment (PLT) on natural microbiota and inoculated microbes such as Salmonella Typhimurium, Bacillus cereus, and Aspergillus flavus on red chilies was investigated. Sequential drying did not completely inactivate the aerobic mesophiles and yeast and mold count. Hence, PLT (0.53–2.59 J cm−2) was employed as a decontamination technology on red chilies. PLT resulted in 8 log reduction of inoculated microorganisms on chilies at 2.59 J cm−2. The microbial inactivation kinetics followed Weibull distribution (R2 > 0.97) with β value of 1.1, 1.2, and 1.5 for S. Typhimurium, B. cereus, and A. flavus, respectively. Changes in structure and composition of cell components were identified by SEM and FTIR analysis. After PLT, phenolics, antioxidants, flavonoids, and capsaicinoids were better retained but a significant change in ascorbic acid and carotenoid's content was observed. Hence, PL can be a potential technology for decontamination of fresh and dried chilies along with maximum retention of bioactives.

研究了脉冲光处理(PLT)对红辣椒上的天然微生物群和接种微生物(如鼠伤寒沙门氏菌、蜡样芽孢杆菌和黄曲霉)的影响。顺序干燥并不能完全灭活嗜氧介氧菌、酵母菌和霉菌。因此,采用 PLT(0.53-2.59 J cm-2)作为红辣椒的去污技术。在 2.59 焦耳/厘米-2 的条件下,PLT 使辣椒上的接种微生物减少了 8 个对数。微生物灭活动力学遵循 Weibull 分布(R2 > 0.97),伤寒杆菌、蜡样芽孢杆菌和黄曲霉的 β 值分别为 1.1、1.2 和 1.5。通过扫描电镜和傅立叶变换红外光谱分析确定了细胞成分结构和组成的变化。经 PLT 处理后,酚类、抗氧化剂、类黄酮和辣椒素得到了较好的保留,但抗坏血酸和类胡萝卜素的含量发生了显著变化。因此,PL 可以作为一种潜在的技术,用于新鲜辣椒和干辣椒的净化,同时最大限度地保留生物活性物质。
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引用次数: 0
Enhanced Antibacterial and Anti-Biofilm Functions of Black Bean Skin Anthocyanins Against V. parahaemolyticus 增强黑豆皮花青素对副溶血性弧菌的抗菌和抗生物膜功能
IF 1.9 4区 农林科学 Q4 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-10-09 DOI: 10.1111/jfs.13170
Dan Liu, Zhengwei Zhou, Yaokun Pang, Jianxia Sun

Black bean skin anthocyanins (BBSAs), as by-products of black beans, have not been fully exploited. BBSAs are rich in anthocyanins and have a wide range of health benefits. In this study, the antibacterial and antibiofilm action mode of BBSAs against Vibrio parahaemolyticus (V. parahaemolyticus) was evaluated. The antibacterial and antibiofilm efficiency was evaluated under different conditions, shedding light on their mode of action against V. parahaemolyticus. The results showed that the inactivation efficacy of BBSAs on V. parahaemolyticus was positively correlated with its concentration and incubating time. The MIC value for BBSAs was determined to be 10 μg/mL. The formation of V. parahaemolyticus biofilm was hindered by the presence of the BBSAs, especially at higher concentrations of BBSAs and during the early intervention stage. After exposure to 1 MIC of BBSA, the inhibition rate of biofilm reached 91.94%. The release of cellular components and alterations in membrane morphology indicated that BBSAs can damage the integrity of V. parahaemolyticus cell membrane. Furthermore, BBSAs may interact with membrane proteins, causing a notable conformational change in membrane proteins. HPLC and UPLC-MS analysis confirmed that the major antibacterial compound in BBSAs was Cyanidin-3-O-glucoside (C3G), which can form a stable complex with LolB protein in the outer membrane via hydrogen bonding. This study can provide strong technical support for the accurate control of V. parahaemolyticus and pave the way for the application of natural antibacterial agents in the realm of food-borne bacterial control.

黑豆皮花青素(BBSAs)作为黑豆的副产品,尚未得到充分开发。黑豆皮花青素富含花青素,具有广泛的保健功效。本研究评估了 BBSAs 对副溶血性弧菌(V. parahaemolyticus)的抗菌和抗生物膜作用模式。在不同条件下评估了抗菌和抗生物膜效率,从而揭示了它们对副溶血性弧菌的作用模式。结果表明,BBSAs 对副溶血性弧菌的灭活效果与其浓度和培养时间呈正相关。BBSAs 的 MIC 值被确定为 10 μg/mL。副溶血性弧菌生物膜的形成受到 BBSAs 的阻碍,尤其是在 BBSAs 浓度较高和早期干预阶段。暴露于 1 MIC 的 BBSA 后,生物膜的抑制率达到 91.94%。细胞成分的释放和膜形态的改变表明,BBSA 可破坏副溶血性弧菌细胞膜的完整性。此外,BBSAs 还可能与膜蛋白相互作用,导致膜蛋白发生明显的构象变化。HPLC和UPLC-MS分析证实,BBSAs中的主要抗菌化合物是花青素-3-O-葡萄糖苷(C3G),它能通过氢键与外膜中的LolB蛋白形成稳定的复合物。该研究为准确控制副溶血性弧菌提供了有力的技术支持,为天然抗菌剂在食源性细菌控制领域的应用铺平了道路。
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引用次数: 0
Low-Temperature Domestic Deep-Frying of Soybean-Cake Tempe in Vegetable Cooking Oils: How Many Times Are Stable to Use? 用植物食用油在国内低温油炸大豆蛋糕豆豉:使用多少次才稳定?
IF 1.9 4区 农林科学 Q4 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-10-08 DOI: 10.1111/jfs.13165
Retno Murwani, Yoni Anggun Endah Kurniati, Ambariyanto Ambariyanto, Anthony J. Sinskey

Tempe has gained global popularity, with local vegetable oils commonly used for frying. This study evaluates the cooking temperature and stability of five vegetable oils (olive [Oo], palm [Po], canola [Cnlo], sunflower [Sfo], and coconut [Cco]) for deep-frying Tempe, using acid and peroxide values (AV and PV), antiradical activity, and saturated and unsaturated fatty acids. AV, PV, and linolenic acid (LNA) were referenced to international standards for vegetable oil (0.6 mg KOH/g, 10 mEq of oxygen/kg oil, and 2% for AV, PV, LNA respectively). The initial oil temperature was 130°C ± 1°C, with final temperatures between 145.7°C ± 6.8°C at the lowest and 156.8°C ± 13.0°C at the highest, well below existing studies (≥170°C–250°C). Based on AV and PV, Oo, Po, and Cco were stable up to the fourth, fifth, and eighth frying repeat (FR). The PV of Cnlo (10.2 mEq of oxygen/kg oil) and Sfo (15.5 mEq of oxygen/kg oil) exceeded the maximum limit after one use. The Fresh Cnlo LNA (7.35%) was higher than the limit, while the rest of the oils remained lower and stable until the seventh FR. Po exhibited the highest average antiradical activity (85.42% ± 4.63%), followed by Oo (31.01% ± 10.26%), Sfo (27.96% ± 9.67%), Cnlo (21.85% ± 5.71%), and Cco (14.40% ± 3.46%). Cco had the highest saturated fatty acids (SFA), Oo had the highest monounsaturated fatty acids (MUFA), and Sfo had the highest polyunsaturated fatty acids (PUFA). No significant SFA, MUFA, or PUFA changes were observed up to the seventh FR. Trans-fatty acids C18:1n 9T and C18:2n 6T were undetected in fresh and used oil, indicating a unique character in low-temperature deep-frying in domestic settings. This study provides a comprehensive analysis of low-temperature deep-frying of Tempe. It suggests that Oo, Po, Cnlo, Sfo, and Cco were stable to deep-fried Tempe for four, five, zero, one, and eight FR, respectively. Deep-frying Tempe at lower temperatures and for a shorter duration may enhance its health benefits and help retain its flavor.”

Tempe 在全球越来越受欢迎,当地的植物油通常用于油炸。本研究利用酸值和过氧化值(AV 和 PV)、抗自由基活性以及饱和脂肪酸和不饱和脂肪酸,评估了五种植物油(橄榄油 [Oo]、棕榈油 [Po]、菜籽油 [Cnlo]、葵花籽油 [Sfo] 和椰子油 [Cco])用于油炸豆豉的烹饪温度和稳定性。AV、PV 和亚麻酸(LNA)参照了植物油的国际标准(分别为 0.6 mg KOH/g、10 mEq 氧/kg 油和 2%的 AV、PV、LNA)。初始油温为 130°C ± 1°C,最终温度最低为 145.7°C ± 6.8°C,最高为 156.8°C ± 13.0°C,远低于现有研究(≥170°C-250°C)。根据 AV 和 PV 值,Oo、Po 和 Cco 在第四次、第五次和第八次油炸重复(FR)之前都很稳定。Cnlo(10.2 mEq 氧/kg 油)和 Sfo(15.5 mEq 氧/kg 油)的 PV 值在使用一次后超过了最高限值。新鲜 Cnlo LNA(7.35%)高于限值,而其他油类则保持较低水平,并在第七次使用前保持稳定。Po 的平均抗自由基活性最高(85.42% ± 4.63%),其次是 Oo(31.01% ± 10.26%)、Sfo(27.96% ± 9.67%)、Cnlo(21.85% ± 5.71%)和 Cco(14.40% ± 3.46%)。Cco的饱和脂肪酸(SFA)最高,Oo的单不饱和脂肪酸(MUFA)最高,Sfo的多不饱和脂肪酸(PUFA)最高。在第七次 FR 之前,未观察到 SFA、MUFA 或 PUFA 的明显变化。在新鲜油和废油中均未检测到反式脂肪酸 C18:1n 9T 和 C18:2n 6T,这表明国内低温油炸具有独特性。本研究对淡豆豉的低温油炸进行了全面分析。研究表明,Oo、Po、Cnlo、Sfo 和 Cco 对油炸淡豆豉的稳定性分别为 4、5、0、1 和 8 FR。在较低温度和较短时间内油炸淡豆豉可能会增强其健康益处,并有助于保持其风味"。
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引用次数: 0
Assessment and Validation of Predictive Growth Models for Locally Isolated Salmonella enterica and Listeria monocytogenes in Alfalfa Sprouts at Various Temperatures 不同温度下苜蓿芽中局部分离的肠炎沙门氏菌和单核细胞增多性李斯特菌生长预测模型的评估和验证
IF 1.9 4区 农林科学 Q4 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-10-08 DOI: 10.1111/jfs.13171
Nodali Ndraha, Chia Hsuan Lin, Goh Ai Ping, Gia Dieu Tran, Li-Ming Su, Chien Li Huang, Cheng-Quan Chen, Shwu-Jene Tsai, Hsin-I Hsiao

Sprouts are popular due to their high nutritional content, including vitamins, minerals, antioxidants, and enzymes. However, the conditions favorable for sprouting, such as warm and humid environments, are also ideal for the growth of bacteria, including food-borne pathogens. Here, we analyzed the growth and developed predictive models of locally isolated and commercial strains of Salmonella enterica and Listeria monocytogenes in alfalfa sprouts under various constant temperatures, ranging from 5°C to 25°C. Our findings indicated that these pathogens could grow at 5°C in sprouts, albeit with a low growth rate. A rapid increase in concentration occurred at temperatures of 10°C and above. The fitted models demonstrated high performance, with R2 values ranging from 0.964 to 0.997 and RMSE values ranging from 0.15 to 0.51, respectively. Based on the fitted values, bias factor (Af) values varied between 1.01 and 1.06, with all accuracy factor (Bf) values at 1.00. Acceptable prediction zone (APZ) values ranged from 81.8% to 100%. Validation of the models under dynamic temperature conditions for specific strains showed acceptable performance. This study enhances our understanding of S. enterica and L. monocytogenes growth in alfalfa sprouts. The findings of this study could be used to improve the risk assessment of these pathogens in alfalfa sprouts.

芽苗菜营养成分高,包括维生素、矿物质、抗氧化剂和酶,因此很受欢迎。然而,发芽的有利条件,如温暖潮湿的环境,也是细菌(包括食源性致病菌)生长的理想环境。在此,我们分析了当地分离的肠炎沙门氏菌和单核细胞增生李斯特菌商业菌株在 5°C 至 25°C 不同恒温条件下在苜蓿芽中的生长情况,并建立了预测模型。我们的研究结果表明,这些病原体可以在 5°C 的温度下在芽菜中生长,尽管生长速度较低。当温度达到或超过 10°C 时,病菌浓度会迅速增加。拟合模型表现出很高的性能,R2 值从 0.964 到 0.997 不等,RMSE 值从 0.15 到 0.51 不等。根据拟合值,偏差因子 (Af) 值介于 1.01 和 1.06 之间,所有精度因子 (Bf) 值均为 1.00。可接受预测区(APZ)值在 81.8% 到 100% 之间。在特定菌株的动态温度条件下对模型进行的验证表明其性能是可以接受的。这项研究加深了我们对 S. enterica 和 L. monocytogenes 在苜蓿芽中生长的了解。这项研究的结果可用于改进对苜蓿芽中这些病原体的风险评估。
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引用次数: 0
Application of Antioxidant- and Antimicrobial-Rich Extracts From Hass Avocado Pulp in the Development of Chitosan/Gelatin-Based Active Packaging Films for Raw Meat Preservation 应用哈斯鳄梨果肉中富含的抗氧化剂和抗菌剂提取物开发壳聚糖/明胶活性包装膜,用于生肉保鲜
IF 1.9 4区 农林科学 Q4 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-09-23 DOI: 10.1111/jfs.13162
Thi Tuong Vi Tran, Thanh-Thuy Dang, Nguyen Duy Lam, Quoc-Duy Nguyen, Tuan Sang Tran, Thi-Van-Linh Nguyen

In the present study, the ethanolic extracts derived from Hass avocado pulp were observed to exhibit exceptional bioactive qualities and demonstrate bactericidal efficacy against a wide range of microorganisms, encompassing both gram-positive and gram-negative bacteria, as well as fungi. Therefore, this work aimed to develop a biodegradable active film by incorporating the Hass avocado extracts into chitosan/gelatin-based film (HGCF) for the preservation of beef and pork. The study reveals that the chitosan/gelatin-based film (GCF) and HGCF exhibit significant water stability and absorption capabilities. HGCF offered the synergy of antimicrobial properties of Hass avocado extracts and high swelling in water of chitosan/gelatin blend to absorb liquid discharged from fresh meat for prolonged storage. HGCF demonstrated a significant effectiveness in controlling microbial density in comparison to uncoated samples and samples coated with plain gelatin/chitosan film. In detail, HGCF was able to partially eliminate Staphylococcus aureus and Escherichia coli during storage, resulting in the densities after 14 days that were similar to those of uncoated meat samples after 6 days. These results demonstrate the potential of HGCF as active packaging for food preservation and advance the sustainable production and preservation of meat products.

在本研究中,观察到从哈斯鳄梨果肉中提取的乙醇萃取物表现出卓越的生物活性,对多种微生物(包括革兰氏阳性菌和革兰氏阴性菌以及真菌)具有杀菌功效。因此,这项研究旨在将哈斯鳄梨提取物加入壳聚糖/明胶薄膜(HGCF)中,开发一种可生物降解的活性薄膜,用于保存牛肉和猪肉。研究表明,壳聚糖/明胶基薄膜(GCF)和 HGCF 具有显著的水稳定性和吸收能力。HGCF 具有哈斯鳄梨提取物的抗菌特性和壳聚糖/明胶混合物在水中的高膨胀性,可吸收从鲜肉中排出的液体,从而延长贮存时间。与未涂布的样品和涂布了普通明胶/壳聚糖薄膜的样品相比,HGCF 在控制微生物密度方面具有明显的效果。具体来说,HGCF 能够在贮藏过程中部分消除金黄色葡萄球菌和大肠杆菌,从而使 14 天后的微生物密度与 6 天后未涂层肉类样品的微生物密度相近。这些结果证明了 HGCF 作为食品保鲜活性包装的潜力,并推动了肉类产品的可持续生产和保鲜。
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引用次数: 0
Classification of Pesticide Residues in Sorghum Based on Hyperspectral and Gradient Boosting Decision Trees 基于高光谱和梯度提升决策树的高粱农药残留分类
IF 1.9 4区 农林科学 Q4 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-09-19 DOI: 10.1111/jfs.13166
Xinjun Hu, Jiahong Zhang, Yu Lei, Jianping Tian, Jianheng Peng, Manjiao Chen

To address the challenges posed by chemical methods for detecting pesticide residues in sorghum, such as complicated sample preparation and prolonged detection periods, this study presents a rapid and nondestructive detection approach based on hyperspectral imaging (HSI) technology. A group of sorghum without pesticide residues and three groups uniformly sprayed with pesticides were used in this study. Firstly, support vector machine (SVM) classification models were built using spectral data preprocessed with Savitzky–Golay (SG), discrete wavelet transform (DWT), and standard normal variate (SNV) methods, respectively, and SNV was determined to be the best preprocessing method. Secondly, the gradient boosting decision tree (GBDT) algorithm, principal component analysis (PCA), and the successive projections algorithm (SPA) were respectively used to extract feature wavelengths. Pesticide residue identification models based on full and feature wavelengths were then respectively established using backpropagation neural network (BPNN), SVM, and partial least squares discriminant analysis (PLS-DA). The results show that the BPNN model developed using the feature wavelengths obtained from GBDT was the best for identification of pesticide residues, with an accuracy of 97.8% for both the training and testing sets. Finally, visualization of pesticide residue species in sorghum was achieved using the optimal model. This study demonstrates that utilizing HSI in conjunction with the GBDT-BPNN model is an effective, rapid, and nondestructive method for identifying pesticide residues in sorghum.

针对化学方法检测高粱中农药残留存在的样品制备复杂、检测时间长等难题,本研究提出了一种基于高光谱成像(HSI)技术的快速无损检测方法。本研究使用了一组无农药残留的高粱和三组均匀喷洒农药的高粱。首先,分别使用萨维茨基-戈莱(SG)、离散小波变换(DWT)和标准正态变分(SNV)方法对光谱数据进行预处理,建立支持向量机(SVM)分类模型,并确定SNV是最佳的预处理方法。其次,分别采用梯度提升决策树算法(GBDT)、主成分分析法(PCA)和连续投影算法(SPA)提取特征波长。然后,利用反向传播神经网络(BPNN)、SVM 和偏最小二乘判别分析(PLS-DA)分别建立了基于全波长和特征波长的农药残留识别模型。结果表明,利用 GBDT 获得的特征波长建立的 BPNN 模型对农药残留的识别效果最好,在训练集和测试集上的准确率都达到了 97.8%。最后,利用最优模型实现了高粱中农药残留种类的可视化。这项研究表明,将 HSI 与 GBDT-BPNN 模型结合使用,是一种有效、快速和无损的高粱农药残留识别方法。
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引用次数: 0
Antimicrobial Efficacy of Peroxyacetic Acid Spray for Beef Carcasses and Cuts at Beef Processing Plants 过氧乙酸喷雾剂对牛肉加工厂的牛肉胴体和切块的抗菌功效
IF 1.9 4区 农林科学 Q4 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-09-13 DOI: 10.1111/jfs.13164
Xianqin Yang, Hui Wang

The objective of this study was to assess the antimicrobial efficacy of peroxyacetic acid (PAA) for beef in processing facilities. Inactivation of a wildtype Escherichia coli strain by up to 400 ppm PAA in solutions with different organic loads was determined. The microbial efficacy of PAA was assessed at two commercial beef plants for carcasses and cuts during routine production. The wild type E. coli strain was reduced by >7 log CFU upon exposing to PAA for 15 s at >100 and 200 ppm in low and high organic load solutions, respectively. PAA spray significantly reduced coliforms and E. coli by 1.7–2.0 log units on carcasses artificially inoculated with fecal slurry at one plant, and reduced aerobes and coliforms by 1.7 and 1.0 log units on naturally contaminated carcasses at the other plant. The reduction by PAA spray of aerobes (p < 0.05) on artificially inoculated carcasses was <0.5 log. Significant and consistent reduction of aerobes and coliforms on cuts by PAA was observed for fat surface at both beef plants, but not for lean cut surface. However, fewer cuts sprayed with PAA were positive for E. coli, regardless of cut type, compared with those that were not sprayed. Taken together, PAA can be effective for reducing microbial contamination of beef carcasses and cuts in commercial practice.

本研究旨在评估过氧乙酸(PAA)对加工设施中牛肉的抗菌效果。在含有不同有机物的溶液中,测定了高达 400 ppm PAA 对野生型大肠杆菌菌株的灭活作用。在两家商业牛肉加工厂的常规生产过程中,对胴体和切块进行了 PAA 微生物功效评估。在低有机负荷和高有机负荷的溶液中,野生型大肠杆菌菌株在接触 PAA 15 秒后减少了 7 log CFU,浓度分别为 100 ppm 和 200 ppm。在一家工厂,喷洒 PAA 能使人工接种粪便泥浆的胴体上的大肠菌群和大肠杆菌明显减少 1.7-2.0 个对数值单位,而在另一家工厂,喷洒 PAA 能使自然污染的胴体上的气生菌类和大肠菌群分别减少 1.7 和 1.0 个对数值单位。喷洒 PAA 后,人工接种胴体上的气孔杆菌减少了 0.5 个对数值单位(p < 0.05)。两家牛肉加工厂的肥肉表面都能观察到喷洒 PAA 后气泡菌和大肠菌群显著减少,而瘦肉表面则不能。不过,与未喷洒 PAA 的切块相比,喷洒 PAA 的切块(无论切块类型)中大肠杆菌呈阳性的数量较少。综上所述,在商业实践中,PAA 可以有效减少牛肉胴体和切块的微生物污染。
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引用次数: 0
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Journal of Food Safety
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