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Effect of fenugreek (Trigonella foenum-graecum L.) seed extract on glycemic index, in vitro digestibility, and physical characterization of wheat (Triticum aestivum L.) starch. 葫芦巴(Trigonella foenum-graecum L.)种子提取物对小麦(Triticum aestivum L.)淀粉血糖生成指数、体外消化率和物理特性的影响。
IF 3.2 2区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2024-09-26 DOI: 10.1111/1750-3841.17411
Payal S Mate, Vivek Chandra Verma, Sanjeev Agrawal, Jai Prakash Jaiswal, Venugopalan Visha Kumari, Rajeev Kumar, Mala Kumari, Ahmed Gaber, Akbar Hossain

Diabetes is a major health concern and is approaching epidemic proportions worldwide. In 2021, diabetes mellitus was responsible for 6.7 million deaths across the globe. Mortality due to diabetes is predicted to rise nearly 10-fold by 2030 and 783 million by 2045. Wheat starch, which constitutes about 70% of the endosperm, is a key component of wheat grain. The rapid hydrolysis of wheat starch can result in elevated postprandial glucose levels, leading to diabetes. The increase in blood glucose levels is primarily due to carbohydrate hydrolysis, catalyzed by the enzymes α-amylase and α-glucosidase. Although various medications are available for treating diabetes, most of them are costly and may lead to adverse effects. Natural herbs like fenugreek are recommended in traditional medicine for regulating blood glucose levels. This investigation aimed to study the effect of fenugreek seed extract (FSE) on in vitro starch hydrolysis by pancreatic α-amylase and the ultrastructure of starch. Wheat cultivars were characterized for their total starch, amylose content, and resistant starch content, and were screened for their predicted glycemic index. Microscopic studies were conducted to analyze the size and shape of starch granules and to compare native starch with starch treated with FSE. Significant inhibition of enzymatic starch hydrolysis was observed with FSE, with the maximum inhibitory effect caused by 0.2% FSE. These findings suggest that fenugreek could play a role in controlling blood glucose levels by reducing wheat starch hydrolysis and could be effective in managing diabetes.

糖尿病是一个重大的健康问题,在全球范围内已接近流行病的程度。2021 年,全球有 670 万人死于糖尿病。预计到 2030 年,糖尿病导致的死亡率将上升近 10 倍,到 2045 年将达到 7.83 亿。小麦淀粉约占胚乳的 70%,是小麦籽粒的主要成分。小麦淀粉的快速水解会导致餐后血糖水平升高,从而引发糖尿病。血糖水平升高的主要原因是碳水化合物在α-淀粉酶和α-葡萄糖苷酶的催化下发生水解。虽然有多种药物可用于治疗糖尿病,但大多数药物价格昂贵,而且可能导致不良反应。传统医学推荐使用葫芦巴等天然草药来调节血糖水平。这项调查旨在研究葫芦巴籽提取物(FSE)对胰腺α-淀粉酶体外水解淀粉和淀粉超微结构的影响。对小麦栽培品种的总淀粉、直链淀粉含量和抗性淀粉含量进行了鉴定,并对其预测血糖生成指数进行了筛选。通过显微镜研究分析了淀粉颗粒的大小和形状,并比较了原生淀粉和经 FSE 处理的淀粉。观察到 FSE 对酶水解淀粉的显著抑制作用,0.2% 的 FSE 产生的抑制作用最大。这些研究结果表明,葫芦巴可以通过减少小麦淀粉的水解作用来控制血糖水平,并能有效控制糖尿病。
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引用次数: 0
Exploring the genetic variability, virulence factors, and antibiotic resistance of Listeria monocytogenes from fresh produce, ready-to-eat hummus, and food-processing environments. 探索新鲜农产品、即食鹰嘴豆泥和食品加工环境中单核细胞增生李斯特菌的遗传变异、毒力因子和抗生素耐药性。
IF 3.2 2区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2024-09-26 DOI: 10.1111/1750-3841.17399
Samantha Anne du Toit, Diane Rip

Listeria monocytogenes is ubiquitous in nature and persistent in food-processing facilities, farms, retail stores, and home and restaurant kitchens. Current research suggests ready-to-eat (RTE) products (including RTE hummus and fresh produce) to be of increasing interest and concern. These foods are typically stored at refrigeration temperatures suited to the survival of L. monocytogenes and are consumed without further processing. Since L. monocytogenes is ubiquitous in agricultural environments, the cultivation of fresh produce predisposes it to contamination. The contamination of RTE foods originates either from raw ingredients or, more commonly, from cross-contamination within food-processing facilities. Research on the food-processing environment has been recommended to reduce the incidence of L. monocytogenes in foods. The consumption of contaminated foods by immunocompromised individuals causes invasive listeriosis, with a 20% to 30% fatality rate despite treatment. The emergence of antibiotic-resistant strains has reduced the effectiveness of modern medicine and may increase morbidity and mortality. Without epidemiological surveillance and identifying trends in disease determinants, no action can be taken to improve food safety and mitigate the risk of such outbreaks.

单核细胞增生李斯特菌在自然界中无处不在,并长期存在于食品加工设施、农场、零售店、家庭和餐馆的厨房中。目前的研究表明,即食(RTE)产品(包括即食鹰嘴豆泥和新鲜农产品)越来越受到关注和关切。这些食品通常储存在适合单核细胞增生葡京手机投注平台存活的冷藏温度下,无需进一步加工即可食用。由于单核细胞增多性酵母菌在农业环境中无处不在,因此新鲜农产品的种植容易造成污染。即食食品的污染来自原材料,更常见的是来自食品加工设施内的交叉污染。建议对食品加工环境进行研究,以减少食品中单核细胞增多症的发病率。免疫力低下的人食用受污染的食品会导致侵袭性李斯特菌病,尽管经过治疗,死亡率仍高达 20% 至 30%。抗生素耐药菌株的出现降低了现代医学的有效性,并可能增加发病率和死亡率。如果不进行流行病学监测和确定疾病决定因素的趋势,就无法采取行动改善食品安全和降低此类疾病爆发的风险。
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引用次数: 0
Effect of the addition of cocoa sweatings and time of fermentation on flavor compounds and sensory perception of 100% roasted cocoa liquor. 添加可可发汗物和发酵时间对 100%烘焙可可液的风味化合物和感官的影响。
IF 3.2 2区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2024-09-26 DOI: 10.1111/1750-3841.17404
Nixon Meneses-Marentes, Sarah M Bharath, Helene Hopfer

Fermentation is critical for producing high-quality cocoa, yet its kinetics and resulting chemical and sensory outcomes are poorly understood and thus difficult to manage. Cocoa sweatings (CS), the liquid runoff produced early during fermentation and typically drained off, may beneficially affect fermentation outcome when added back into the fermenting mass. Here, we report how back-addition of CS affects composition and sensory perception of roasted cocoa liquor after 5, 6, and 7 days of fermentation. Cocoa liquor (= 100% chocolate) made from beans fermented for 5 days with the addition of CS were similar in sensory perception to those fermented for 7 days without added CS. Twenty-one flavor compounds showed similar patterns to the sensory results: In the beans fermented with CS, these compounds remained at similar levels after 5, 6, and 7 days of fermentation, while the same compounds significantly changed in the samples fermented conventionally, without CS addition. These results suggest a link between changes in flavor composition and sensory differences in roasted cocoa. Future work is needed to reveal the mechanism of flavor stabilization throughout fermentation resulting from the back-addition of CS. PRACTICAL APPLICATION: Roasted cocoa liquor fermented with cocoa sweating (CS) is sensorily similar when fermented for 5 or 7 days and produces cocoa that is sensorily similar to traditionally fermented cocoa in shorter time (5 days vs. 7 days). The addition of CS seems to stabilize 21 flavor compounds throughout fermentation mimicking changes in sensory perception. The back-addition of CS could help standardize cocoa fermentation as indicated by more consistent temperature evolution.

发酵是生产优质可可的关键,但人们对发酵动力学及其产生的化学和感官结果知之甚少,因此难以管理。可可发汗物(CS)是发酵早期产生的液体流出物,通常会被排出,如果重新加入发酵物中,可能会对发酵结果产生有益影响。在此,我们报告了在发酵 5、6 和 7 天后,重新添加 CS 如何影响烘焙可可液的成分和感官感受。用添加了 CS 的可可豆发酵 5 天后制成的可可液(=100% 巧克力)与未添加 CS 的发酵 7 天后制成的可可液在感官感受上相似。21 种风味化合物显示出与感官结果相似的模式:在添加了 CS 的发酵豆中,这些化合物在发酵 5、6 和 7 天后保持在相似的水平,而在未添加 CS 的常规发酵样品中,相同的化合物发生了显著变化。这些结果表明,风味成分的变化与烘焙可可的感官差异之间存在联系。未来的工作需要揭示反向添加 CS 在整个发酵过程中稳定风味的机制。实际应用:用可可发汗剂(CS)发酵的烘焙可可液在发酵 5 天或 7 天后感官相似,在较短时间(5 天与 7 天)内生产出的可可与传统发酵可可的感官相似。添加 CS 似乎能在整个发酵过程中稳定 21 种风味化合物,模拟感官感受的变化。通过更一致的温度变化,反向添加 CS 有助于可可发酵的标准化。
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引用次数: 0
Microencapsulation of total saponins from stem and leaf of Panax notoginseng by freeze and spray drying: Process optimization, physicochemical properties, structure, antioxidant activity, and stability. 冷冻和喷雾干燥法微胶囊化三七茎叶总皂苷:工艺优化、理化性质、结构、抗氧化活性和稳定性。
IF 3.2 2区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2024-09-26 DOI: 10.1111/1750-3841.17367
Yunfei Hu, Hui Zhang, Yan Lu, Donghui Ao, Zhengwei Liang, Ming Zhao, Shengchao Yang, Qingyan Tang

Ginsenosides are the primary active substance in ginseng plants and have a variety of benefits. However, its light and heat stability are weak and easy to decompose. This study used gum arabic (GA) and maltodextrin (MD) as wall materials, and 1% Tween 80 was used as emulsifier. Response surface methodology was used to optimize the preparation process of total saponins in the stems-leaves of Panax notoginseng (SLPNs) (SSLP) microcapsules by spray drying and freeze drying techniques. Under optimal process conditions, the two microcapsules have better solubility and lower moisture content (MC). The color of spray-dried SSLP microcapsules was greener and bluer, and the color was brighter. In morphology, the spray-dried SSLP microcapsules were spherical with a slightly shrunk surface, whereas the freeze-dried ones were lamellar and porous. The two microcapsules have strong stability under different storage conditions and in vitro gastrointestinal digestion simulation. In addition, both microcapsules and free SSLP contained multiple ginsenosides. At the same time, both microcapsules had good free radical scavenging ability. These results indicate that the microencapsulation technology could improve the stability and bioavailability of SSLP, which is expected to provide a reference for the intensive processing of the SLPN. PRACTICAL APPLICATION: After microencapsulation, the stem and leaf extract of Panax notoginseng improved its stability and taste, which laid a foundation for making more nutritious and better tasting food of the stem and leaf of P. notoginseng.

人参皂甙是人参植物中的主要活性物质,具有多种功效。然而,人参皂苷的光稳定性和热稳定性较弱,且容易分解。本研究以阿拉伯树胶(GA)和麦芽糊精(MD)为壁材,1%吐温 80 为乳化剂。采用响应面方法优化了喷雾干燥和冷冻干燥技术制备三七茎叶总皂苷微胶囊(SSLP)的工艺。在最佳工艺条件下,两种微胶囊具有更好的溶解性和更低的水分含量(MC)。喷雾干燥的 SSLP 微胶囊颜色更绿、更蓝、更亮。在形态上,喷雾干燥的 SSLP 微胶囊呈球形,表面略有收缩,而冷冻干燥的 SSLP 微胶囊则呈片状和多孔状。这两种微胶囊在不同的储存条件和体外胃肠道消化模拟中都具有很强的稳定性。此外,两种微胶囊和游离 SSLP 都含有多种人参皂甙。同时,两种微胶囊都具有良好的自由基清除能力。这些结果表明,微胶囊技术可以提高 SSLP 的稳定性和生物利用率,有望为 SLPN 的精深加工提供参考。实际应用:三七茎叶提取物经微胶囊化后,其稳定性和口感均得到改善,为制作营养更丰富、口感更好的三七茎叶食品奠定了基础。
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引用次数: 0
Quantitative impact damage of apple based on hyperspectral imaging combined with mechanical parameters and size correction. 基于高光谱成像与机械参数和尺寸校正的苹果冲击损伤定量分析。
IF 3.2 2区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2024-09-25 DOI: 10.1111/1750-3841.17391
Bin Li, Xia Wan, Yin-Ling Liu, Ying-Jun Lu, Yan-de Liu

In order to solve the problem of decreasing the accuracy of quantitative prediction of damage of fruits resulting in the size difference of fruits, the spectral correction method based on the size difference of fruits was adopted. To provide richer theoretical knowledge for the quality detection of fruits and the design of damage reduction programs in reality. First, the undamaged spectra of the group of apples with better performance of the model were selected as the reference spectra by analyzing and comparing the modeling results of the prediction models of mechanical parameters with the single fruit diameter groups. The spectral correction coefficient was calculated with the formulas, and the damage spectra of three groups of apples were size-corrected by this coefficient to build the mechanical parameter models. Finally, the corrected spectra were screened for characteristic wavelengths by competitive adaptive reweighting and uninformative variable elimination algorithms. The results of study showed that the correlation coefficients of the prediction set of the models were improved by 2.1%-13% and the root mean square errors were reduced by 16%-51% with the spectrally corrected models compared with the precorrection models. Therefore, the size correction method can be used to eliminate the effect of size difference on the mechanical parameter models to improve the applicability of the quantitative damage prediction models, and it can provide the theoretical guidance to design the loss-reducing protective measures and the agricultural mechanized operation process.

为了解决果实大小差异导致果实损伤定量预测准确度下降的问题,采用了基于果实大小差异的光谱校正方法。为现实中的果实质量检测和减损方案设计提供更丰富的理论知识。首先,通过分析比较单果直径组力学参数预测模型的建模结果,选取模型性能较好的苹果组的未损坏光谱作为参考光谱。根据公式计算出光谱校正系数,并以此系数对三组苹果的损伤光谱进行尺寸校正,从而建立力学参数模型。最后,通过竞争性自适应再加权和无信息变量消除算法对校正后的光谱进行特征波长筛选。研究结果表明,与校正前模型相比,光谱校正模型的预测集相关系数提高了 2.1%-13%,均方根误差降低了 16%-51%。因此,可以利用尺寸校正方法消除尺寸差异对力学参数模型的影响,提高定量损伤预测模型的适用性,并为设计减损防护措施和农业机械化作业流程提供理论指导。
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引用次数: 0
Lactiplantibacillus plantarum 299V fermented in microcapsules shows enhanced stability and could improve the microbial quality and safety of oysters through bioaccumulation. 在微胶囊中发酵的植物乳杆菌 299V 显示出更强的稳定性,可通过生物蓄积提高牡蛎的微生物质量和安全性。
IF 3.2 2区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2024-09-25 DOI: 10.1111/1750-3841.17406
Qian Hua, Dan Li

In this study, microcapsules of Lactiplantibacillus plantarum 299V were prepared using an emulsification/internal gelation technique. Loads of the probiotics were condensed to 9.86 ± 0.13 log CFU/g after 24 h fermentation of the microcapsules. Physical characterization revealed that L. plantarum 299V cells were uniformly distributed within the core of the microcapsules, with a mean diameter of 109.81 ± 0.39 µm and a span value of 0.36 ± 0.00, which were comparable to those of the unfermented microcapsules (p > 0.05). The viability of L. plantarum 299V in the fermented microcapsules was 2.08 ± 0.15 log higher than that of free cells at the end of 5 h simulated gastrointestinal digestion (p < 0.05). Oysters were able to accumulate the fermented microcapsules through filter feeding, resulting in a load of probiotics exceeding 6.00 log CFU/g. The presence of L. plantarum 299V-carrying microcapsules in oyster tissues significantly suppressed spoilage-causing bacteria during 11 days refrigeration storage, suggested by the tested parameters, including total psychrotrophic bacteria, H2S-producing bacteria, and Pseudomonas spp. (p < 0.05). Pathogenic bacteria, including Vibrio parahaemolyticus and Salmonella enterica artificially introduced into oysters, were also significantly suppressed by over 1.00-log within 4 days compared to control samples (p < 0.05). In summary, oysters bioaccumulated with fermented L. plantarum 299V-carrying microcapsules, justified a novel probiotic-carrying product to exsert the health-promoting effect of probiotics. This solution could also enhance the microbial quality and safety of oysters during storage.

本研究采用乳化/内凝胶技术制备了植物乳杆菌 299V 的微胶囊。微胶囊发酵 24 小时后,益生菌载量浓缩至 9.86 ± 0.13 log CFU/g。物理特性分析表明,植物乳杆菌 299V 细胞均匀地分布在微胶囊的核心部分,平均直径为 109.81 ± 0.39 µm,跨度值为 0.36 ± 0.00,与未发酵微胶囊的跨度值相当(p > 0.05)。在 5 小时模拟胃肠道消化结束时,发酵微胶囊中植物乳杆菌 299V 的存活率比游离细胞高 2.08 ± 0.15 log(产 p 2S 的细菌和假单胞菌属(P
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引用次数: 0
Improving the rheological properties of ultra-processed powdered goat milk beverage using texture additives. 使用质构添加剂改善超加工羊奶粉饮料的流变特性。
IF 3.2 2区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2024-09-25 DOI: 10.1111/1750-3841.17335
Mychelle de Lira Andrade, Maristela Alves Alcântara, Amanda Marília da Silva Santana, Natasha Carolina Melo Diniz, Rodholfo da Silva Barbosa Ferreira, Emmanuel Moreira Pereira, Fabio Anderson Pereira da Silva

This study aimed to investigate the static and dynamic rheological properties of an ultra-processed powdered goat milk beverage containing carboxymethyl cellulose (CMC), guar gum (GG), and xanthan gum (XG), using a mixture design. Fourteen samples were evaluated, in addition to the original beverage. The flow curves classified the fluids as non-Newtonian and characterized all the reconstituted beverages with pseudoplastic behavior, precisely due to the addition of hydrocolloids that increased the viscosity, and the fresh beverage sample showed the behavior of a dilatant fluid. The stress sweep verified the changes in the storage module (G') and the loss module (G″), the G' ranged from 1.97 to 20.36 (Pa) and the G″ ranged from 5.94 to 11.30 (Pa), demonstrating that there was the formation of beverages with elastic and viscous behaviors. The results showed a synergistic effect between the texture improvers, and the formulations with GG identified a greater effect on the tension. The frequency sweep tests showed that the behavior of the samples was that of a weak gel; however, when subjected to a certain frequency, the values of G' exceeded the value of G″, becoming a sample with more elastic characteristics and consequently, presenting the behavior of a stronger gel. Finally, according to the data presented, it is assumed that formulations containing GG and xanthan gum may produce desirable consumer properties for the reconstituted goat milk drink. Samples with a higher concentration of GG exhibited improved rheological performance, characterized by greater consistency, increased resistance to tension, and higher viscosity at low frequencies. PRACTICAL APPLICATION: The powdered goat milk drink is an innovative product that meets the demands of the food industry and consumers by offering a nutritious and sustainable beverage alternative.

本研究采用混合物设计,旨在研究含有羧甲基纤维素(CMC)、瓜尔豆胶(GG)和黄原胶(XG)的超加工羊奶粉饮料的静态和动态流变特性。除原始饮料外,还对 14 种样品进行了评估。流动曲线将流体归类为非牛顿流体,所有重组饮料都具有假塑性行为,这正是由于添加了增加粘度的亲水胶体,而新鲜饮料样品则表现为稀释流体。应力扫描验证了存储模块(G')和损耗模块(G″)的变化,G'在 1.97 到 20.36(Pa)之间,G″在 5.94 到 11.30(Pa)之间,这表明形成了具有弹性和粘性行为的饮料。结果表明,质构改良剂之间存在协同效应,含有 GG 的配方对张力的影响更大。频率扫描测试表明,样品的行为是弱凝胶的行为;然而,当受到一定频率的影响时,G'的值超过了 G″的值,成为一种具有更多弹性特征的样品,从而呈现出更强凝胶的行为。最后,根据所提供的数据,可以认为含有吉利丁和黄原胶的配方可以为再制羊奶饮品带来理想的消费特性。含有较高浓度 GG 的样品具有更好的流变性能,其特点是稠度更高,抗张力更强,低频粘度更高。实际应用:羊奶粉饮料是一种创新产品,可提供营养丰富且可持续的饮料替代品,从而满足食品行业和消费者的需求。
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引用次数: 0
Heat transfer and friction factor analysis for tomato puree flowing in a concentric-tube heat exchanger. 番茄泥在同心管式热交换器中流动的传热和摩擦因数分析。
IF 3.2 2区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2024-09-25 DOI: 10.1111/1750-3841.17396
Marco Carrazco-Escalante, Óscar Hernández-Calderón, Erika Ríos-Iribe, Cristian Alarid-García, Rosalina Iribe-Salazar, Yessica Vázquez-López, Olivia Caro-Hernández, Felícitas Pacheco-Plata, José Caro-Corrales

The heat and momentum transfer of tomato puree through a concentric-tube heat exchanger over a range of generalized Reynolds number (0.05 < Re < 66.5) was experimentally and numerically analyzed. Thermophysical and rheological properties of tomato puree (12°Brix) were measured from 20 to 60°C. The velocity, pressure, and temperature were calculated using the computational fluid dynamics (CFD) software FLUENTTM with temperature-dependent transport properties. The thermal operation of the concentric-tube exchanger was satisfactorily predicted using CFD, indicating accurate measurement of tomato puree properties with temperature variations. A concordance was found between the calculated Fanning friction factor and generalized Reynolds with the experimental correlation. A modified Sieder-Tate correlation was established, which allows properly expressing the Nusselt number as a function of the Peclet number. Simple correlations for the mechanical work and the heat transfer rate as a function of the volumetric flow rate were derived. The thermal efficiency was high at low puree flow rates but decreased with higher rates. However, at high flow rates, ceased its decline, instead showing a slight improvement. The analysis confirmed higher heat transfer rates in the concentric-tube heat exchanger compared to a plain tube at low puree flow rates. The results offer valuable insights for assessing diverse operational conditions in dairy, beverage, sauce, and concentrated food industries. Additionally, they also enhance the analysis and design of concentric-tube heat exchangers. PRACTICAL APPLICATION: The knowledge of the rheological and hydrodynamical behavior of fluids in concentric-tube heat exchangers allows to explore a set of different operating conditions to improve the yield and effectiveness on the system heating/cooling design.

在广义雷诺数(0.05 TM)范围内,番茄泥通过同心管热交换器的热量和动量传递与温度相关的传输特性。利用 CFD 对同心管式热交换器的热运行进行了令人满意的预测,表明可以准确测量番茄泥的温度变化特性。计算得出的范宁摩擦因数和广义雷诺与实验相关性一致。建立了修改后的 Sieder-Tate 相关性,可以将努塞尔特数正确地表示为佩克莱特数的函数。得出了机械功和传热速率与体积流量的简单相关关系。在纯浆流速较低时,热效率较高,但流速越高,热效率越低。但在高流速下,热效率停止下降,反而略有提高。分析结果表明,与普通管式热交换器相比,同心管式热交换器在低原浆流速下的传热率更高。这些结果为评估乳品、饮料、酱料和浓缩食品行业的各种操作条件提供了宝贵的见解。此外,这些结果还有助于同心管热交换器的分析和设计。实际应用:通过了解同心管热交换器中流体的流变学和流体力学行为,可以探索一系列不同的运行条件,从而提高系统加热/冷却设计的产量和效率。
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引用次数: 0
Establishment of an immortalized sheep mammary epithelial cell line for studying milk fat and protein synthesis. 建立用于研究牛奶脂肪和蛋白质合成的永生化羊乳腺上皮细胞系。
IF 3.2 2区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2024-09-25 DOI: 10.1111/1750-3841.17370
Shujuan Liu, Zhanhang Wang, Heran Cao, Jiashun Tong, Jiuzeng Cui, Long Li, Qiqi Bu, Yan Li, Tianqi Jin, Xiaopeng An, Lei Zhang, Yuxuan Song

The mammary gland, crucial for milk production in mammals, presents challenges for in vitro study due to its complex structure and limited cell lifespan. We addressed this by introducing the SV40 large T antigen into primary mammary epithelial cells (MECs) from sheep, creating an immortalized T-tag MEC line. This line, stable for over 50 passages, maintained typical epithelial cell morphology during long-term culture. Through transcriptome sequencing and validation, we discovered 3833 differentially expressed genes between MECs and T-tag MEC line, encompassing key biological processes and signaling pathways like cell cycle, p53, and cancer. The cell line, expressing MEC markers (KRT8, KRT18, proliferating cell nuclear antigen, SV40, CSN2, and acetyl-CoA carboxylase alpha), proved capable of synthesizing milk fat and protein. Despite its infinite proliferation potential, the T-tag MEC line showed no tumor formation in mice or cell migration in vitro, indicating stability. This development offers a valuable resource for studying MECs in dairy sheep, facilitating the advancement of long-term culture systems and in vitro lactation bioreactors.

乳腺对哺乳动物的产奶至关重要,但由于其结构复杂、细胞寿命有限,体外研究面临挑战。为了解决这个问题,我们将 SV40 大 T 抗原导入绵羊的原代乳腺上皮细胞(MECs),建立了永生化的 T 标记 MEC 系。该细胞系稳定传代超过 50 次,在长期培养过程中保持了典型的上皮细胞形态。通过转录组测序和验证,我们发现 MECs 和 T-tag MEC 株系之间有 3833 个差异表达基因,涵盖了细胞周期、p53 和癌症等关键生物过程和信号通路。事实证明,表达 MEC 标记(KRT8、KRT18、增殖细胞核抗原、SV40、CSN2 和乙酰-CoA 羧化酶 alpha)的细胞系能够合成乳脂和蛋白质。尽管 T 标记 MEC 品系具有无限的增殖潜力,但它在小鼠体内没有形成肿瘤,在体外也没有细胞迁移,这表明它具有稳定性。这项研究成果为研究奶羊的 MECs 提供了宝贵的资源,促进了长期培养系统和体外泌乳生物反应器的发展。
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引用次数: 0
Abnormal phenotypic defects detection of jujube using explainable machine learning enhanced computer vision. 利用可解释的机器学习增强计算机视觉检测红枣的异常表型缺陷。
IF 3.2 2区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2024-09-25 DOI: 10.1111/1750-3841.17393
Luwei Zhang, Yan Chen, Xiangyun Guo, You Li, Chao Chen, Yu Zou, Xiaoshuan Zhang, Jinyou Hu

Jujube is susceptible to biotic and abiotic adversity stresses resulting in abnormal phenotypic defects. Therefore, abnormal phenotype fruits should be removed during postharvest sorting to increase added value. An improved maximum horizontal diameter linear regression (MHD-LR) method for size grading of jujube prior to detection of abnormal phenotypic defects was developed. The accuracy of the MHD-LR model is 95%, with an error of only 0.95 mm. In addition, a method for detecting abnormal phenotypic defects in jujube was established. It can effectively and accurately classify seven kinds of jujube phenotypes (regular, irregular, wrinkled, moldy, hole-broken, skin-broken, and scarred). The data augmentation method based on linear interpolation can effectively expand the dataset with a variance of only 0.0006. Support vector machine-decision tree (SVMDT), logistic regression, back propagation neural network, and long short-term memory network models were established to classify jujube samples with different phenotypes, with accuracies of 99.57%, 99.00%, 99.14%, and 99.29%, respectively. The results showed that the SVMDT model had higher accuracy and explainability. This research is expected to provide a new method to improve the precise classification of abnormal phenotypic defects in postharvest jujube.

红枣易受生物和非生物逆境胁迫,导致表型异常。因此,在采后分拣时应剔除异常表型果实,以提高附加值。本研究开发了一种改进的最大水平直径线性回归(MHD-LR)方法,用于在检测异常表型缺陷之前对红枣进行大小分级。MHD-LR 模型的准确率为 95%,误差仅为 0.95 毫米。此外,还建立了一种检测红枣异常表型缺陷的方法。它能有效、准确地对七种红枣表型(规则、不规则、皱缩、霉变、破洞、破皮和疤痕)进行分类。基于线性插值的数据扩充方法可有效扩充数据集,方差仅为 0.0006。建立了支持向量机器决策树(SVMDT)、逻辑回归、反向传播神经网络和长短期记忆网络模型,对不同表型的红枣样本进行分类,准确率分别为 99.57%、99.00%、99.14% 和 99.29%。结果表明,SVMDT 模型具有更高的准确性和可解释性。该研究有望为提高采后大枣异常表型缺陷的精确分类提供一种新方法。
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引用次数: 0
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Journal of Food Science
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