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Ozone, Heat Shock, and Microwave Differentially Promote Nutritional Quality and Antioxidant Capacity of Sweet Corn. 臭氧、热冲击和微波对甜玉米营养品质和抗氧化能力的影响不同。
IF 5.1 2区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-03-06 DOI: 10.3390/foods15050911
Wenhui Xu, Ting Guo, Zhuan Peng, Yuanqing Li, Jian Lou, Fucheng Zhao, Lingling Liu, Yizhou Gao, Longying Pei, Miroslava Kačániová, Zhaojun Ban, Jinghe Sun

In this study, the effects of ozone treatment (O3), heat shock treatment (HS), and microwave treatment (MW) on sensory quality, physicochemical properties, and oxidation levels of sweet corn were systematically investigated during storage. The results demonstrated that three treatments prolonged the postharvest quality of sweet corn to varying degrees. Specifically, the O3 group demonstrated the best sensory and appearance characteristics, with its sensory score being 1.18 and 1.38 folds higher than the HS group and MW group, respectively, and significant retardation of color deterioration. In addition, the O3 group effectively maintained the stability and hardness of the starch structure. The weight loss rate of the HS group decreased 0.78-fold compared to the CT group after storage. Moreover, both HS and MW treatments maintained the antioxidant properties of sweet corn, but MW had the limitations of local scalding damage and accelerated deterioration in later quality. The results of this study provide a scientific basis for the optimization and application of postharvest preservation techniques for sweet corn.

本研究系统研究了臭氧处理(O3)、热休克处理(HS)和微波处理(MW)对甜玉米贮藏过程中感官品质、理化性质和氧化水平的影响。结果表明,三种处理均不同程度地延长了甜玉米采后品质。其中,O3组表现出最好的感官和外观特征,其感官评分分别比HS组和MW组高1.18倍和1.38倍,显著延缓了颜色退化。此外,O3基团有效地保持了淀粉结构的稳定性和硬度。贮藏后HS组的减重率较CT组下降0.78倍。此外,HS和MW处理均保持了甜玉米的抗氧化性能,但MW处理存在局部烫伤损伤和后期品质加速劣化的局限性。本研究结果为甜玉米采后保鲜技术的优化和应用提供了科学依据。
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引用次数: 0
A Critical Review of Emerging Solutions for Food Packaging: Opportunities and Challenges. 对食品包装新兴解决方案的批判性回顾:机遇与挑战。
IF 5.1 2区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-03-06 DOI: 10.3390/foods15050920
Joana C L Martins, Juliana Garcia, Rafaela Guimarães, Irene Gouvinhas, Maria José Alves, Maria José Saavedra

The environmental impact of conventional plastics has driven a shift toward biobased food packaging, shaped by consumer expectations, market trends, and regulatory policies within the European Union (EU). Despite extensive research on biopolymers such as starch, cellulose, chitosan, and polylactic acid (PLA), their use in commercial food packaging remains limited. A major challenge identified in the literature is the evaluation of biopolymer performance, in which environmental benefits are often considered independently of mechanical, barrier, and economic factors. This review addresses this gap by critically exploring the functional performance of biopolymers regarding their chemical structure and processing methods, with particular emphasis on the role of bioactive compounds in enhancing these materials' properties. Although several biopolymers can achieve tensile strength values comparable to conventional petroleum-based plastics, their higher water vapor transmission rates remain an unsolved barrier to scalability. These limitations, together with challenges related to mechanical performance and production costs, are discussed to clarify their impact on industrial feasibility and to identify priorities for future research supporting scalable, cost-effective, and regulatory-compliant food packaging solutions.

传统塑料对环境的影响推动了向生物基食品包装的转变,受到消费者期望、市场趋势和欧盟(EU)监管政策的影响。尽管对淀粉、纤维素、壳聚糖和聚乳酸(PLA)等生物聚合物进行了广泛的研究,但它们在商业食品包装中的应用仍然有限。在文献中发现的一个主要挑战是生物聚合物性能的评估,其中环境效益通常独立于机械、屏障和经济因素。这篇综述通过批判性地探索生物聚合物的化学结构和加工方法的功能性能来解决这一空白,特别强调生物活性化合物在增强这些材料性能方面的作用。尽管几种生物聚合物可以达到与传统石油基塑料相当的抗拉强度值,但其较高的水蒸气透过率仍然是可扩展性的一个未解决的障碍。讨论了这些限制,以及与机械性能和生产成本相关的挑战,以阐明它们对工业可行性的影响,并确定未来研究的优先事项,以支持可扩展,具有成本效益和符合法规的食品包装解决方案。
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引用次数: 0
Rapid Detection of Tulathromycin in Milk with Quantum Dot-Based Fluorescence-Linked Immunosorbent Assay. 基于量子点的荧光免疫吸附法快速检测牛奶中的土拉霉素。
IF 5.1 2区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-03-06 DOI: 10.3390/foods15050923
Zhiyu Gao, Huijuan Xue, Ye Lu, Jingming Zhou

Tulathromycin (TULA) is primarily used for treating respiratory diseases in livestock. However, its misuse may lead to bacterial resistance and poses potential health risks such as chronic toxicity and allergic reactions through the food chain. Therefore, it is essential to develop rapid and accurate detection methods. In this study, two quantum dot-based fluorescent immunosorbent assays-direct competitive FLISA (dc-FLISA) and indirect competitive FLISA (ic-FLISA)-were established for detecting TULA residues in milk. The dc-FLISA exhibited a half-maximal inhibitory concentration (IC50) of 1.99 ng·mL-1, a limit of detection (LOD) of 0.018 ng·mL-1, and a detection range of 0.058-69.18 ng·mL-1. The ic-FLISA showed an IC50 of 0.89 ng·mL-1, an LOD of 0.005 ng·mL-1, and a detection range of 0.019-42.65 ng·mL-1. Spiked recovery tests in milk demonstrated recovery rates ranging from 97.41% to 101.02% for dc-FLISA and from 97.48% to 100.65% for ic-FLISA, with coefficients of variation below 10%. In summary, two simple, effective, rapid, and sensitive methods were successfully developed for detecting TULA residues in milk.

图拉霉素(TULA)主要用于治疗牲畜呼吸道疾病。然而,它的滥用可能导致细菌耐药性,并通过食物链造成慢性毒性和过敏反应等潜在的健康风险。因此,开发快速准确的检测方法至关重要。本研究建立了两种基于量子点的荧光免疫吸附法——直接竞争FLISA法(dc-FLISA)和间接竞争FLISA法(ic-FLISA),用于检测牛奶中TULA的残留。dc-FLISA的半最大抑制浓度(IC50)为1.99 ng·mL-1,检出限(LOD)为0.018 ng·mL-1,检测范围为0.058 ~ 69.18 ng·mL-1。ic-FLISA的IC50为0.89 ng·mL-1, LOD为0.005 ng·mL-1,检测范围为0.019 ~ 42.65 ng·mL-1。样品加标回收率为97.41% ~ 101.02%,ic-FLISA加标回收率为97.48% ~ 100.65%,变异系数均在10%以下。综上所述,成功建立了两种简便、有效、快速、灵敏的牛奶中TULA残留检测方法。
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引用次数: 0
Unveiling the Effects of Roasting Pre-Treatment on the Structural and Functional Properties of Lupinus angustifolius Protein Isolates and Their Impact on In Vitro Digestibility. 揭示了焙烧预处理对狼疮分离蛋白结构和功能特性的影响及其对体外消化率的影响。
IF 5.1 2区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-03-06 DOI: 10.3390/foods15050914
Niken Larasati Kusumawardani, Nurul Saadah Said, Won Young Lee

This study investigates the effects of roasting pre-treatment on Lupinus angustifolius protein isolate (LPI) and the resulting structure-function relationships relevant to food applications. Lupin seeds were roasted for 0, 10, 20, and 30 min prior to protein extraction, and the resulting LPI was characterized using circular dichroism (CD), Fourier-transform infrared (FT-IR) spectroscopy, intrinsic fluorescence spectroscopy, and SDS-PAGE. Unroasted LPI exhibited compact native conglutin structures with low solubility (58.64%), surface hydrophobicity (43.34 μg BPB), emulsifying activity (30.71 m2/g), and in vitro protein digestibility (IVPD, 82.84%). Roasting pre-treatment induced a biphasic structural response. Partial conformational changes increased solubility (up to 97.84%), exposed hydrophobic sites (peak 55.79 μg BPB), enhanced emulsifying activity (45.37 m2/g), doubled foaming capacity (210%), and improved IVPD (90.85%), likely due to structural changes that facilitated digestion. CD analysis showed a modest increase in α-helical content (3.43 → 6.74%) with minor fluctuations in β-sheet content, while fluorescence quenching indicated conformational loosening and partial reorganization. SDS-PAGE revealed the formation of soluble oligomers and high-molecular-weight aggregates, consistent with heat-induced association. Prolonged roasting reduced emulsion and foam stability because of aggregation, but maximized antioxidant capacity, likely associated with Maillard reaction products despite the observed depletion of amino acids. Overall, controlled roasting pre-treatment systematically modulates lupin protein structure and functionality, highlighting LPI as a competitive high-performance plant protein ingredient for food applications.

本研究探讨了焙烧预处理对狼疮分离蛋白(Lupinus angustifolius protein isolate, LPI)的影响及其与食品应用相关的结构-功能关系。在提取蛋白质之前,将罗苹种子分别烘烤0、10、20和30 min,并使用圆二色性(CD)、傅里叶变换红外(FT-IR)光谱、本征荧光光谱和SDS-PAGE对所得的LPI进行表征。未烘烤的LPI具有致密的天然粘连蛋白结构,具有较低的溶解度(58.64%)、表面疏水性(43.34 μg BPB)、乳化活性(30.71 m2/g)和体外蛋白质消化率(IVPD)(82.84%)。焙烧预处理诱导了双相结构响应。部分构象改变增加了溶解度(高达97.84%),暴露了疏水性位点(峰值55.79 μg BPB),增强了乳化活性(45.37 m2/g),发泡能力增加了一倍(210%),并改善了IVPD(90.85%),这可能是由于结构改变促进了消化。CD分析显示α-螺旋含量适度增加(3.43→6.74%),β-薄片含量波动较小,而荧光猝灭表明构象松动和部分重组。SDS-PAGE显示了可溶性低聚物和高分子量聚集体的形成,与热诱导缔合一致。长时间的焙烧降低了乳液和泡沫的稳定性,因为它们聚集在一起,但最大限度地提高了抗氧化能力,这可能与美拉德反应产物有关,尽管观察到氨基酸的消耗。总的来说,控制焙烧预处理系统地调节了罗宾蛋白的结构和功能,突出了罗宾蛋白作为食品应用中具有竞争力的高性能植物蛋白成分。
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引用次数: 0
Effects of Different Drying Methods on Nutritional Compositions, Bioactive Substances, and Volatile Compounds of Radish (Raphanus sativus L.) Leaves. 不同干燥方式对萝卜营养成分、生物活性物质及挥发性成分的影响叶子。
IF 5.1 2区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-03-05 DOI: 10.3390/foods15050895
Zihao Wei, Xianxian Liu, Qingmin Chen, Wenling Xu, Lichun Chang, Chen Liu, Shufen Wang

Radish leaves are a nutrient-rich yet underutilized byproduct containing abundant fiber, minerals, and phytochemicals; however, their quality is highly affected by drying methods. This study systematically investigated the effects of three drying methods-hot-air drying (HD), microwave drying (MD), and freeze-vacuum drying (FD)-on the nutritional components, bioactive substances, and volatile compounds of radish leaves. A comparative analysis was conducted on their proximate composition, amino acid profiles, mineral contents, antioxidant capacities, glucosinolate profiles, and volatile profiles. Among the three methods, FD exhibited superior preservation of proteins, lipids, minerals (K, Mg, P, Fe, Zn, and Mn), and bioactive components, including polyphenols, flavonoids, glucosinolates, and vitamin C. In contrast, HD and MD led to significant reductions in these nutrients and bioactive compounds. A total of 33 glucosinolates and 779 volatile compounds, including 164 odor-active compounds, were identified collectively across the three treatments. The FD-treated samples exhibited distinct glucosinolate and volatile profiles, whereas HD- and MD-treated samples showed greater similarity. Multivariate analysis further revealed 12 key differential glucosinolates and 27 differential odor-active compounds among the three groups. This study provides a scientific basis for optimizing drying strategies to improve the nutritional quality and flavor characteristics of processed radish leaves.

萝卜叶是一种营养丰富但未被充分利用的副产品,含有丰富的纤维、矿物质和植物化学物质;然而,它们的质量受干燥方法的影响很大。本研究系统地研究了热风干燥(HD)、微波干燥(MD)和冷冻真空干燥(FD)三种干燥方法对萝卜叶片营养成分、生物活性物质和挥发性化合物的影响。比较分析了它们的近似组成、氨基酸谱、矿物质含量、抗氧化能力、硫代葡萄糖苷谱和挥发性谱。在三种方法中,FD表现出更好的蛋白质、脂质、矿物质(K、Mg、P、Fe、Zn和Mn)和生物活性成分(包括多酚、类黄酮、硫代葡萄糖苷和维生素c)的保存。相比之下,HD和MD导致这些营养物质和生物活性化合物的显著减少。在三种处理中共鉴定出33种硫代葡萄糖苷类化合物和779种挥发性化合物,其中包括164种气味活性化合物。fd处理的样品显示出不同的硫代葡萄糖苷和挥发性特征,而HD和md处理的样品显示出更大的相似性。多变量分析进一步揭示了3组中12种关键的差异硫代葡萄糖苷和27种差异的气味活性化合物。本研究为优化干燥策略以提高萝卜叶的营养品质和风味特性提供了科学依据。
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引用次数: 0
Modulating Gut-System Axis Metabolic Disorders: Multi-Omics Reveals the Mechanism of Mung Bean Polyphenols in Alleviating Heat Stress-Induced Damage. 调节肠道轴代谢紊乱:多组学揭示绿豆多酚减轻热应激诱导损伤的机制。
IF 5.1 2区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-03-05 DOI: 10.3390/foods15050902
Ying Li, Shu Zhang, Tianxin Fu, Yuchao Feng, Changyuan Wang

Heat stress-induced systemic metabolic disorder serves as the core pathological basis of organismal damage. Although mung bean polyphenols (MBPs) had been preliminarily validated in cellular heat-stress models for their intestinal tissue-protective potential, whether they can alleviate heat-stress injury in vivo by remodeling the metabolic crosstalk network between the gut and systemic circulation remains mechanistically unclear. In this study, we innovatively employed an integrated multi-omics approach combining physiological phenotype, gut metabolome, and serum metabolome analyses based on a Balb/c heat stress (41 °C) mouse model, systematically constructing the metabolic phenotype regulatory network of MBPs. The results demonstrated that MBPs not only significantly improved oxidative stress (elevating GSH-Px and T-AOC, reducing MDA), immune-inflammation (down-regulating IL-1β and TNF-α), and stress hormone (lowering cortisol) phenotypes, but also specifically reversed the disturbances in intestinal and serum metabolic profiles induced by heat stress, particularly restoring key pro-inflammatory mediators such as Leukotriene E4 and 5-HETE. Arachidonic acid metabolism, tryptophan metabolism, histidine metabolism, and Fc epsilon RI signaling pathway constituted the core network of heat-stress metabolic disorder and MBP regulation. Furthermore, the study revealed that alterations in hub metabolites-Indolelactic Acid, Trans-Cinnamic Acid, Leukotriene E4, 5-HETE, and N(omega)-Hydroxyarginine-were significantly correlated with phenotypic improvements. This confirms that mung bean polyphenols dynamically dismantle the "pro-inflammatory-oxidative stress" pathological coupling by constructing a novel protective axis centered on the indole metabolism-melatonin-endogenous antioxidant system and successfully established a novel protective axis driven by gut-derived beneficial metabolites that promotes systemic antioxidant function, thereby elucidating the systemic mechanism underlying the alleviation of heat-stress injury at the metabolic network level.

热应激引起的全身代谢紊乱是机体损伤的核心病理基础。虽然绿豆多酚(MBPs)在细胞热应激模型中具有肠道组织保护潜力,但其是否能够通过重塑肠道和体循环之间的代谢串声网络来减轻体内热应激损伤的机制尚不清楚。在本研究中,我们创新性地基于Balb/c热应激(41°c)小鼠模型,采用综合多组学方法,结合生理表型、肠道代谢组和血清代谢组分析,系统构建了MBPs的代谢表型调控网络。结果表明,MBPs不仅可以显著改善氧化应激(升高GSH-Px和T-AOC,降低MDA)、免疫炎症(下调IL-1β和TNF-α)和应激激素(降低皮质醇)表型,还可以特异性逆转热应激引起的肠道和血清代谢紊乱,特别是恢复关键的促炎介质,如白三烯E4和5-HETE。花生四烯酸代谢、色氨酸代谢、组氨酸代谢和Fc epsilon RI信号通路构成热应激代谢紊乱和MBP调控的核心网络。此外,研究显示中枢代谢物——吲哚乳酸、反式肉桂酸、白三烯E4、5-HETE和N(omega)-羟精氨酸的改变与表型改善显著相关。这证实了绿豆多酚通过构建以吲哚代谢-褪黑激素-内源性抗氧化系统为中心的新型保护轴,动态解除了“促炎-氧化应激”病理耦合,并成功建立了由肠道来源的有益代谢物驱动的新型保护轴,促进了全身抗氧化功能。从而在代谢网络水平上阐明热应激损伤减轻的系统机制。
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引用次数: 0
Oleogels Based on Chickpea Protein Fractions–Xanthan Gum Complexes: Preparation and Characterization 鹰嘴豆蛋白-黄原胶配合物油凝胶的制备与表征
2区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-03-05 DOI: 10.3390/foods15050905
Xiaomeng Li, Songqi Yang, Jingwen Wu, Yunan Jin, Xiaohong Mei
This study investigated the mechanism by which different fractions of chickpea protein influenced the formation of oleogels. Total chickpea protein (CPP, 0.5 wt%), chickpea albumin (ALB, 0.5 wt%), globulin (GLO, 0.5 wt%), and glutelin (GLU, 0.5 wt%) were separately used as oleogelators by combining with xanthan gum (XG, 0.5 wt%) at pH 7 to construct soybean oil-based oleogels via the emulsion-templated method. Particle size measurement revealed that the GLU-XG (526 nm) exhibited the smallest particle size compared to CPP-XG (605 nm), ALB-XG (642 nm), and GLO-XG (819 nm). The four complexes exhibited increasing surface hydrophobicity and conformational flexibility (as revealed by fluorescence spectroscopy) in the order of GLO-XG < ALB-XG < CPP-XG < GLU-XG. Compared with other complexes, the higher surface hydrophobicity, smaller particle size, and more flexible structure of GLU-XG conferred a superior surface activity. Consequently, the fabricated emulsion demonstrated a smaller droplet size (13.91 μm) and enhanced centrifugal stability (94.64%). The confocal laser scanning microscope images confirmed that the oleogel based on GLU-XG exhibited the most uniform and densest network, leading to the highest oil-binding capacity (98.7%) and storage/loss modulus, followed by those based on CPP-XG (97.2%), ALB-XG (95.6%), and GLO-XG (93.9%). This research provides a theoretical basis for using chickpea protein in oleogel formulations and enhances understanding of the structural and interfacial properties of these protein fractions.
本研究探讨了鹰嘴豆蛋白不同组分对油凝胶形成的影响机制。以总鹰嘴豆蛋白(CPP, 0.5 wt%)、鹰嘴豆白蛋白(ALB, 0.5 wt%)、球蛋白(GLO, 0.5 wt%)和谷蛋白(GLU, 0.5 wt%)分别作为油凝胶剂,在pH 7下与黄原胶(XG, 0.5 wt%)结合,通过乳液模板法构建豆油基油凝胶。粒径测定结果表明,与pcp - xg (605 nm)、ALB-XG (642 nm)和GLO-XG (819 nm)相比,GLU-XG (526 nm)的粒径最小。荧光光谱显示,这四种配合物的表面疏水性和构象柔韧性依次为:GLO-XG <; ALB-XG < pcp - xg <;与其他配合物相比,GLU-XG具有更高的表面疏水性、更小的粒径和更灵活的结构,从而具有更好的表面活性。结果表明,制备的乳液粒径较小(13.91 μm),离心稳定性提高(94.64%)。共聚焦激光扫描显微镜图像证实,基于GLU-XG的油凝胶具有最均匀、最致密的网络,其油结合容量(98.7%)和存储/损耗模量最高,其次是基于pcp - xg的油凝胶(97.2%)、ALB-XG的油凝胶(95.6%)和gloo - xg的油凝胶(93.9%)。本研究为鹰嘴豆蛋白在油凝胶配方中的应用提供了理论基础,并提高了对这些蛋白组分的结构和界面性质的认识。
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引用次数: 0
Impact of Ginger Straw on Cultivation and Quality of Pleurotus geesteranus and Hericium erinaceus. 生姜秸秆对平菇和猴头菌栽培及品质的影响。
IF 5.1 2区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-03-05 DOI: 10.3390/foods15050898
Yan Zhang, Yihui Wang, Qingji Wang, Zheng Li, Zhuang Li

Against the backdrop of China's booming edible fungi industry, shortages and price hikes of traditional cultivation substrates have emerged as critical bottlenecks. Meanwhile, the disposal of a large amount of ginger straw produced during the ginger cultivation process is also a major challenge. To address these issues, this study explored ginger straw as an alternative substrate for Pleurotus geesteranus and Hericium erinaceus, focusing on the optimization of substrate formulas and their effects on the nutritional quality of the fungi. Superior strains were first screened, after which the addition ratios of ginger straw (10-40%) were optimized. Commercial characteristics, nutritional components, and safety indicators of the fruiting bodies were determined, and a comprehensive quality evaluation was conducted using the membership function method. Results indicated that excellent strains of both fungi were selected: the optimal ginger straw addition ratio was 15-30% for P. geesteranus and 15% for H. erinaceus. Compared with the conventional cottonseed hull substrate, the optimized formulas significantly increased the biological efficiency (BE) by 9.08-27.1% for P. geesteranus and 9.16% for H. erinaceus. They also improved the contents of key nutrients (e.g., proteins and amino acids), enhanced total antioxidant capacity, and optimized the composition of flavor-contributing amino acids. This study offers a novel approach for the efficient utilization of ginger straw, provides technical and theoretical support for the low-cost and high-quality cultivation of edible fungi, and contributes positively to the development of ecological circular agriculture.

在中国食用菌产业蓬勃发展的背景下,传统栽培基质的短缺和价格上涨已成为关键瓶颈。同时,生姜种植过程中产生的大量生姜秸秆的处理也是一个重大挑战。为了解决这些问题,本研究探索了生姜秸秆作为平菇和猴头菇的替代基质,重点研究了基质配方的优化及其对平头菇和猴头菇营养品质的影响。首先筛选优良菌株,然后优化生姜秸秆添加比例(10 ~ 40%)。测定了子实体的商业特性、营养成分和安全指标,并采用隶属函数法进行了综合质量评价。结果表明,这两种真菌均获得了较好的菌株:P. geesteranus和H. erinaceus的最佳生姜秸秆添加比例分别为15 ~ 30%和15%。与常规棉籽壳基质相比,优化后的配方对棉籽壳的生物效率提高了9.08 ~ 27.1%,对棉籽壳的生物效率提高了9.16%。他们还提高了关键营养素(如蛋白质和氨基酸)的含量,增强了总抗氧化能力,并优化了风味氨基酸的组成。本研究为生姜秸秆高效利用开辟了新途径,为低成本、高品质的食用菌栽培提供了技术和理论支持,为生态循环农业的发展做出了积极贡献。
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引用次数: 0
Predicting Consumer Purchase Intention for Pre-Prepared Meals Based on Random Forest and Explainable AI (SHAP): A Study in Jilin Province, China. 基于随机森林和可解释人工智能(SHAP)的消费者预准备食品购买意愿预测:基于吉林省的研究
IF 5.1 2区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-03-05 DOI: 10.3390/foods15050896
Xiaodan Qi, Hongyan Zhao, Xihe Yu

The pre-prepared meal industry is a vital engine for food sector upgrading in China. This study investigates the key drivers of consumer purchasing decisions and identifies strategic pathways to support high-quality industry development. Grounded in behavioral decision theory and the stimulus-organism-response framework, we propose two central research questions: (1) What are the dominant determinants of consumer purchase intention for pre-prepared meals? and (2) How do these determinants interact in nonlinear and asymmetric ways to shape final decisions? To address these questions, we analyzed 805 valid questionnaires collected in Jilin Province using an integrated machine learning framework. Data quality and validity were ensured through baseline balance tests, and sample imbalance was corrected using the SMOTE-Tomek algorithm. Six models, including Random Forest (RF) and XGBoost, were optimized via Gaussian process-based Bayesian optimization. The RF model achieved optimal performance on the test set, with an F1 score of 0.907, an AUC of 0.928, and a prediction accuracy of 0.876. To enhance model interpretability, Mean Decrease Impurity (MDI) was integrated with the SHAP framework. Our findings reveal that: (1) purchase decisions are predominantly willingness-driven, with behavioral tendency-especially recommendation willingness-accounting for over 72% of predictive importance; (2) rational considerations, such as convenience and channel accessibility, serve as foundational enablers; and (3) recommendation willingness exhibits a significant S-shaped nonlinear threshold, where a shift to "relatively willing" marks a critical marketing intervention window. SHAP force plot analysis further uncovers an asymmetric decision logic: high willingness can compensate for perceived product shortcomings, whereas the absence of core intention functions as a non-compensatory barrier. Theoretically, these findings synthesize machine learning outputs with classical behavioral models (e.g., the Theory of Planned Behavior and Prospect Theory) by empirically quantifying bounded rationality and nonlinear activation mechanisms. These findings suggest that enterprises should transition from traffic-centric to retention-oriented strategies by leveraging word-of-mouth and proximity-based channels. Moreover, establishing a collaborative governance system is essential to mitigate risk perception and ensure long-term industry prosperity.

预制餐行业是中国食品行业升级的重要引擎。本研究探讨了消费者购买决策的主要驱动因素,并确定了支持高质量行业发展的战略路径。在行为决策理论和刺激-有机体-反应框架的基础上,我们提出了两个主要的研究问题:(1)什么是消费者购买预制食品意愿的主要决定因素?(2)这些决定因素如何以非线性和不对称的方式相互作用,以形成最终决策?为了解决这些问题,我们使用集成的机器学习框架分析了在吉林省收集的805份有效问卷。通过基线平衡测试确保数据质量和有效性,并使用SMOTE-Tomek算法纠正样本不平衡。采用基于高斯过程的贝叶斯优化方法对随机森林(Random Forest, RF)和XGBoost等6个模型进行优化。RF模型在测试集上的表现最优,F1得分为0.907,AUC为0.928,预测精度为0.876。为了提高模型的可解释性,将平均杂质减少(MDI)与SHAP框架相结合。研究结果表明:(1)购买决策主要受意愿驱动,行为倾向(尤其是推荐意愿)占预测重要性的72%以上;(2)便利性、渠道可及性等理性考量是基础性推动因素;(3)推荐意愿呈现出显著的s形非线性阈值,向“相对意愿”的转变标志着一个关键的营销干预窗口。SHAP力图分析进一步揭示了一种不对称的决策逻辑:高意愿可以补偿感知到的产品缺陷,而缺乏核心意图则是一种非补偿性障碍。从理论上讲,这些发现通过经验量化有限理性和非线性激活机制,将机器学习输出与经典行为模型(如计划行为理论和前景理论)综合起来。这些发现表明,企业应该通过利用口碑和基于邻近的渠道,从以流量为中心的战略转变为以留存为导向的战略。此外,建立协同治理体系对于降低风险认知和确保行业长期繁荣至关重要。
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引用次数: 0
Cellulose Nanocrystals-Stabilized Acidic W1/O/W2 Emulsions for Anthocyanins Encapsulation 纤维素纳米晶稳定的酸性W1/O/W2乳剂用于花青素包封
2区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-03-05 DOI: 10.3390/foods15050899
Jieru Wu, Liuping Fan
The limited stability of anthocyanins restricts their application in the food industry, necessitating encapsulation to prevent degradation. This study fabricated an anthocyanin-rich acidic water-in-oil-in-water (W1/O/W2) emulsion system stabilized by cellulose nanocrystals (CNCs). Anthocyanins extracted from the by-product peels of ‘France’ Prunus domestica L. were incorporated into the inner aqueous phase (W1). The internal phase (W1/O) ratio was increased to 40% (w/w) to enhance anthocyanin loading capacity. CNCs were sonicated to reduce their size and improve their interfacial properties, thereby enhancing the emulsifying capacity. Sonicated CNCs combined with whey protein isolate (WPI) significantly improved double emulsion performance compared to the non-sonicated CNCs–WPI system: (1) reduced D43 from 8.50 µm to 4.35 µm; (2) elevated ζ-potential from 7.49 ± 0.99 mV to 10.07 ± 1.50 mV; and (3) improved encapsulation efficiency from 52.96 ± 2.60% to 83.39 ± 0.96%. Furthermore, encapsulated anthocyanins exhibited significantly enhanced thermal stability compared to free anthocyanins, with the half-life at 50 °C increasing from 14.72 ± 0.35 h to 70.37 ± 0.51 h. This study demonstrates that modifying nanoparticle interfacial properties provides valuable insights for designing stable emulsions and enhancing anthocyanin stability.
花青素有限的稳定性限制了其在食品工业中的应用,需要封装以防止降解。本研究制备了一种富含花青素的酸性水包油包水(W1/O/W2)乳液体系,该体系由纤维素纳米晶(cnc)稳定。从法国李(France Prunus domestica L.)副产果皮中提取花青素,加入到内水相(W1)中。将内相(W1/O)比提高到40% (w/w),以提高花青素的负载能力。通过对纳米颗粒进行超声处理,减小纳米颗粒的尺寸,改善纳米颗粒的界面性能,从而提高纳米颗粒的乳化能力。与非超声CNCs - WPI系统相比,超声CNCs与乳清分离蛋白(WPI)联合显著改善了双乳性能:(1)将D43从8.50µm降低到4.35µm;(2) ζ电位由7.49±0.99 mV升高至10.07±1.50 mV;(3)将包封效率由52.96±2.60%提高到83.39±0.96%。此外,与游离花青素相比,包封后的花青素表现出明显增强的热稳定性,在50°C下的半衰期从14.72±0.35 h增加到70.37±0.51 h。研究表明,修饰纳米颗粒的界面性质为设计稳定的乳液和提高花青素的稳定性提供了有价值的思路。
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