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Nonuniformity in Multi‑Physical Field Drying of Fruits and Vegetables: Mechanisms, Cascade Amplification, and Artificial Intelligence–Driven Control 果蔬多物理场干燥的不均匀性:机制、级联放大和人工智能驱动控制。
IF 15.6 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-10-14 DOI: 10.1111/1541-4337.70673
Yabin Feng, Yao Wang, Kui Suo, Jixian Zhang, Zhenfeng Yang, Chaoting Wen

Nonuniformity is the most critical yet unresolved bottleneck limiting the industrial adoption of multi-physical field drying (microwave, radio frequency, infrared, and ultrasound) for fruits and vegetables. While individual physical field technologies and AI applications have been reviewed separately, a conceptual framework that explains how nonuniformity originates, amplifies, and can be intelligently controlled is currently lacking. This review provides a problem-driven analysis of nonuniformity in physical field drying, proposing a three-stage cascade framework (Initiation → Amplification → Termination) to elucidate the multi-scale coupling between microscopic energy defects and macroscopic quality failure. We further critically evaluate the transition from black-box artificial intelligence (AI) modeling to advanced closed-loop intelligent control strategies involving physics-informed neural networks (PINNs) and digital twins, structured along a perception–prediction–control paradigm. The cascade framework reveals that initial minor heterogeneities are self-reinforced through positive feedback loops, necessitating early-warning prediction. AI-driven adaptive control, coupled with synergistic cross-field designs, may provide opportunities to interrupt this amplification process at early stages. We provide a strategic roadmap emphasizing multimodal sensing and physics-based hybrid modeling to achieve precision, uniformity, and sustainability in next-generation industrial drying systems. This review offers a distinctive problem‑oriented perspective that complements prior technology‑centric surveys by placing nonuniformity as the central narrative and offering a conceptual framework for its prediction and control.

不均匀性是限制工业采用多物理场干燥(微波、射频、红外和超声波)水果和蔬菜的最关键但尚未解决的瓶颈。虽然各个物理领域的技术和人工智能应用已经分别进行了审查,但目前还缺乏一个解释非均匀性如何产生、放大和智能控制的概念框架。本文从问题驱动的角度对物理场干燥过程中的不均匀性进行了分析,提出了一个三阶段的级联框架(起始→放大→终止)来解释微观能量缺陷与宏观质量失效之间的多尺度耦合。我们进一步批判性地评估了从黑盒人工智能(AI)建模到先进的闭环智能控制策略的转变,该策略涉及物理信息神经网络(pinn)和数字双胞胎,它们沿着感知-预测-控制范式构建。级联框架揭示了初始的微小异质性是通过正反馈循环自我强化的,因此需要进行预警预测。人工智能驱动的自适应控制,加上协同的跨油田设计,可能会在早期阶段中断这种放大过程。我们提供了一个战略路线图,强调多模态传感和基于物理的混合建模,以实现下一代工业干燥系统的精度,均匀性和可持续性。这篇综述提供了一个独特的以问题为导向的视角,通过将非一致性作为中心叙事,并为其预测和控制提供了一个概念框架,补充了先前以技术为中心的调查。
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引用次数: 0
Recent Advances in Cushioning Materials for Postharvest Application: Material Sources, Fabrication Techniques, and Mitigation of Mechanical Damage 采后缓冲材料的最新进展:材料来源、制造技术和减轻机械损伤。
IF 15.6 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-10-14 DOI: 10.1111/1541-4337.70670
Nanfeng Tan, Zhenbiao Li, Wenmin Zhang, Weiting Yang, Zhaoyun Ma, Ye Song, Zisheng Luo, Yanqun Xu

Mechanical damage caused by vibration, impact, and compression during postharvest handling, transportation, and distribution is one of the main factors leading to losses and quality deterioration of fruits and vegetables. Cushioning packaging has therefore become an effective strategy for mitigating mechanical damage and maintaining produce quality. However, most conventional cushioning materials are petroleum-based plastics. With increasing environmental pollution and growing demands for sustainable development, the development of renewable and potentially lower-impact cushioning packaging materials has become an important research focus. This review provides an overview of recent advances in cushioning materials for fruit and vegetable transportation. The physiological and biochemical changes and associated quality deterioration of fruits and vegetables under mechanical stress are analyzed, including bruising, firmness loss, water loss, metabolic disturbance, changes in bioactive compounds, and decay development. The effectiveness of different cushioning systems in mitigating mechanical damage and maintaining postharvest quality is also discussed. The major raw materials used in cushioning packaging are classified according to their plant-based, animal-based, synthetic, and inorganic origins, and their functional properties and roles within material systems are summarized. In addition, the main fabrication methods are compared in terms of structure formation, mechanical performance, advantages, limitations, processing requirements, and industrial feasibility. Current challenges related to production cost, scalability, humidity sensitivity, food-contact safety, recyclability, regulatory requirements, and life cycle sustainability are further considered. This review provides a theoretical basis and practical reference for the future development and customized design of cushioning packaging materials with improved performance.

在果蔬采后的搬运、运输和配送过程中,由于振动、冲击和压缩造成的机械损伤是导致果蔬损失和品质恶化的主要因素之一。因此,缓冲包装已成为减轻机械损伤和保持产品质量的有效策略。然而,大多数传统的缓冲材料是石油基塑料。随着环境污染的日益严重和可持续发展的要求不断提高,开发可再生的低影响缓冲包装材料已成为一个重要的研究热点。本文综述了近年来果蔬运输缓冲材料的研究进展。分析了果蔬在机械胁迫下的生理生化变化及其品质劣化,包括瘀伤、硬度损失、水分损失、代谢紊乱、生物活性物质变化和腐烂发展。讨论了不同缓冲系统在减轻机械损伤和保持采后品质方面的有效性。缓冲包装中使用的主要原材料根据其植物性、动物性、合成性和无机来源进行分类,并总结了它们在材料系统中的功能特性和作用。此外,还从结构形成、力学性能、优点、局限性、加工要求、工业可行性等方面对主要制造方法进行了比较。进一步考虑了生产成本、可扩展性、湿度敏感性、食品接触安全性、可回收性、监管要求和生命周期可持续性等当前挑战。为今后开发和定制化设计性能更高的缓冲包装材料提供理论依据和实践参考。
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引用次数: 0
Biofilm-Mediated Persistence of Salmonella in Poultry Processing: A Comprehensive Review of Isolate Heterogeneity, Stress Adaptation, and Antimicrobial Resistance 生物膜介导的沙门氏菌在家禽加工中的持久性:分离物异质性、应激适应和抗菌素耐药性的综合综述。
IF 15.6 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-10-12 DOI: 10.1111/1541-4337.70674
Md Anamul Hasan Chowdhury, Chowdhury Sanat Anjum Reem, Md Furkanur Rahaman Mizan, Md. Ashrafudoulla, Sang-Do Ha

Salmonella enterica remains a major foodborne pathogen in poultry-processing environments, where its persistence is largely attributed to biofilm formation on food-contact and non-food-contact surfaces. Despite extensive research on Salmonella control, persistent contamination continues to challenge food safety due to the complex interplay among isolate-specific traits, stress adaptation, and antimicrobial resistance (AMR). This review critically examines the phenotypic and genotypic determinants associated with Salmonella biofilm formation and evaluates their contributions to persistence, stress adaptation, and AMR. Emerging evidence also indicates that mixed-species interactions, particularly with Pseudomonas spp., can influence biofilm architecture, stress tolerance, and the long-term persistence of Salmonella in poultry-processing environments. Particular attention is given to processing-associated stresses, including temperature fluctuations, desiccation, nutrient limitation, and sublethal sanitizer exposure, which can induce adaptive responses that enhance biofilm development, promote persistence, and increase tolerance to antimicrobial interventions. The review further evaluates current detection approaches, including viability-based quantification methods such as digital droplet PCR, and discusses their limitations and applications in identifying and quantifying biofilm-associated and viable but nonculturable (VBNC) populations within processing environments. Existing control measures are assessed with emphasis on the challenges posed by mature biofilms and adaptive resistance mechanisms. Emerging antibiofilm technologies, including enzymatic treatments, bacteriophages, and UV-LED systems, are also examined for their potential industrial implementation. By integrating current knowledge on biofilm biology, stress adaptation, and AMR, this review provides a framework for developing targeted and sustainable strategies to mitigate Salmonella persistence in poultry-processing environments.

在家禽加工环境中,肠沙门氏菌仍然是一种主要的食源性病原体,其持久性主要归因于食物接触表面和非食物接触表面形成的生物膜。尽管对沙门氏菌控制进行了广泛的研究,但由于分离特异性性状、应激适应和抗菌素耐药性(AMR)之间复杂的相互作用,持续污染继续挑战食品安全。这篇综述严格检查了与沙门氏菌生物膜形成相关的表型和基因型决定因素,并评估了它们对持久性、应激适应和抗菌素耐药性的贡献。新出现的证据还表明,混合物种的相互作用,特别是与假单胞菌的相互作用,可以影响生物膜结构、耐受性和沙门氏菌在家禽加工环境中的长期持久性。特别关注加工相关的压力,包括温度波动、干燥、营养限制和亚致死消毒剂暴露,这些可以诱导适应性反应,增强生物膜的发育,促进持久性,并增加对抗菌干预的耐受性。本文进一步评估了现有的检测方法,包括基于生存力的定量方法,如数字液滴PCR,并讨论了它们在鉴定和定量生物膜相关和加工环境中有活力但不可培养(VBNC)群体方面的局限性和应用。评估了现有的控制措施,重点是成熟生物膜和适应性抗性机制带来的挑战。新兴的抗生素膜技术,包括酶处理、噬菌体和UV-LED系统,也研究了它们潜在的工业应用。通过整合生物膜生物学、应激适应和抗菌素耐药性方面的现有知识,本综述为制定有针对性和可持续的策略提供了框架,以减轻沙门氏菌在家禽加工环境中的持久性。
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引用次数: 0
Sources, Transmission, and Control of Salmonella in Vertically Integrated Broiler Chicken Production: Farm, Hatchery, and Processing Plant 垂直整合肉鸡生产中沙门氏菌的来源、传播和控制:农场、孵化场和加工厂。
IF 15.6 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-10-10 DOI: 10.1111/1541-4337.70661
Deepak Subedi, Bharath Mallavarapu, Pranita Patil, Abhisek Niraula, Milan Kandel, Sanjay Kumar, Amit Kumar Singh

Salmonella remains one of the most important foodborne pathogens associated with poultry products, despite substantial progress in processing hygiene and antimicrobial interventions. This review critically examines the sources, transmission routes, and control strategies for Salmonella in vertically integrated broiler production systems. Attention is given to contamination originating from breeder flocks, hatcheries, feed, water, litter, grow-out farms, transport, processing environments, and finished products. Preharvest interventions, including biosecurity, breeder and hatchery control, vaccination, litter and water management, feed hygiene, probiotics, prebiotics, organic acids, essential oils, bacteriophages, and bacteriocins, are evaluated according to mechanism, evidence strength, and commercial relevance. Postharvest interventions, including scalding, picking, evisceration control, chilling, peroxyacetic acid application, carcass rinses, post-chill treatments, and finished-product verification, are reviewed in relation to microbial reduction and process control. The review also discusses quantitative bio-mapping, surveillance design, whole-genome sequencing, predictive modeling, and quantitative microbial risk assessment as tools for identifying contamination hotspots, persistent strains, and high-risk control points. Overall, effective Salmonella control requires coordinated preharvest and postharvest strategies supported by routine verification, stronger flock-to-product traceability, and field validation of interventions under commercial conditions.

尽管在处理卫生和抗菌干预方面取得了实质性进展,但沙门氏菌仍然是与家禽产品相关的最重要的食源性病原体之一。本文综述了垂直整合肉鸡生产系统中沙门氏菌的来源、传播途径和控制策略。关注来自种鸡群、孵化场、饲料、水、垃圾、生长农场、运输、加工环境和成品的污染。收获前干预措施,包括生物安全、育种和孵化场控制、疫苗接种、垃圾和水管理、饲料卫生、益生菌、益生元、有机酸、精油、噬菌体和细菌素,根据机制、证据强度和商业相关性进行评估。采收后的干预措施,包括烫,采摘,内脏控制,冷却,过氧乙酸应用,胴体冲洗,冷藏后处理和成品验证,回顾了与微生物减少和过程控制有关的内容。该综述还讨论了定量生物制图、监测设计、全基因组测序、预测建模和定量微生物风险评估作为识别污染热点、持续菌株和高风险控制点的工具。总体而言,有效的沙门氏菌控制需要采前和采后协调一致的策略,以常规验证、更强的从禽群到产品的可追溯性以及商业条件下干预措施的现场验证为支持。
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引用次数: 0
Decoupling Flavor From Spoilage: A Microbial and Chemical Framework for Volatile Sulfur Compounds and Biogenic Amines in Washed-Rind and Aged Cheeses 从腐败中解耦风味:洗皮和陈化奶酪中挥发性硫化合物和生物胺的微生物和化学框架。
IF 15.6 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-10-10 DOI: 10.1111/1541-4337.70672
Mati Ullah Khan, Jiaqi Tian, Shun Wang, Shuang Liu, Jingshun Yang, Rui Zhang, Anum Farid, Arzaq Shamlan, Hongliang Liu, Zhiwei Chen

Ripened washed-rind and long-ripened cheeses owe their prized sulfurous, savory character to intensive proteolysis and amino-acid catabolism; the same activity, when poorly controlled, also generates sensory off-flavors and toxic biogenic amines (BAs). Histamine and tyramine reach up to approximately 2000–2500 and 1000–2000 mg/kg in extreme samples, although most cheeses contain far less, so that a 30-g portion of a high-histamine cheese can exceed the 50-mg per-meal intake regarded as without adverse effect in healthy adults. Flavor formation and chemical safety have traditionally been studied apart. This critical review reframes them as two outcomes of one metabolism: Proteolysis liberates a shared free amino-acid pool from which volatile sulfur compounds (VSCs) and BAs arise. Because the principal VSCs derive from methionine whereas the major BAs derive from histidine, tyrosine, ornithine, arginine, and lysine, we treat the branches not as direct competitors for one substrate but as metabolically coupled fates linked by shared proteolytic supply, overlapping physicochemical controls and microbial cross-feeding. Integrating evidence across cheese families, we reclassify the ripening microbiota into condition-dependent functional guilds, formalize metabolic bivalence (organisms that both generate flavor and degrade amines), and define a sensory inflection point separating the windowed VSC dose–response from the monotonic BA hazard. We critically appraise multi-omics, volatilomics, biosensors, machine learning, and digital twins, and outline a precision-fermentation roadmap. Current, largely in vitro, and single-variety evidence is consistent with, but does not establish, controllable decoupling, which we frame as a testable hypothesis that recasts cheese quality as a controllable metabolic-allocation problem.

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引用次数: 0
Formation and Stability of Food Emulsions: A Review through the Lens of the Oil Phase 食品乳剂的形成与稳定性:以油相为视角的综述。
IF 15.6 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-10-07 DOI: 10.1111/1541-4337.70669
Qianting Liu, Dandan Zhu, Yiting Zou, Suyu Ouyang, Zhiming Gao, Katsuyoshi Nishinari, Yanlei Li, Wenxin Jiang, Yuehan Wu, Dan Yuan

Emulsions serve vital roles in the food industry, including structural design and delivery of functional components. As thermodynamically unstable systems, emulsions undergo various destabilization processes over time. Therefore, understanding the instability mechanisms of emulsions and how to combat them have been long-term research topics. Although extensive research has focused on the impacts of the aqueous phase and emulsifiers on emulsion stability, the regulatory role of the oil phase has long been undervalued, and the underlying mechanisms remain to be fully elucidated. This review mainly summarizes the influence of the oil phase on the formation and stability of food emulsions based on reported research, aiming to provide useful principles and rational references for future research. We focus on destabilization phenomena and mechanisms, as well as the effects of the physicochemical properties of the oil phase, including polarity, carbon chain length, degree of unsaturation, oxidation state, and other physical attributes such as density, viscosity, and water solubility. From a multi-scale perspective, we discuss the mechanisms by which the oil phase regulates emulsion formation and stability, including the adsorption kinetics, interfacial thickness, and interfacial rheological properties of emulsifiers, as well as the droplet size distribution and zeta potential of emulsions. In addition, the adaptability of various emulsifiers with specific oil phases is discussed, with emphasis on challenging systems including volatile essential oils, oxidation-prone polyunsaturated lipids, and aerated emulsions. This review highlights the pivotal role of the oil phase and provides a theoretical basis for the rational design and quality control of food emulsions.

乳剂在食品工业中发挥着至关重要的作用,包括结构设计和功能组件的交付。作为热力学不稳定的系统,乳剂随着时间的推移会经历各种不稳定过程。因此,了解乳剂的不稳定性机制以及如何对抗乳剂的不稳定性一直是长期的研究课题。尽管广泛的研究集中在水相和乳化剂对乳液稳定性的影响上,但油相的调节作用长期以来被低估,其潜在机制仍有待充分阐明。本文主要在文献研究的基础上,对油相对食品乳剂形成及稳定性的影响进行综述,旨在为今后的研究提供有益的原则和合理的参考。我们关注不稳定现象和机制,以及油相物理化学性质的影响,包括极性、碳链长度、不饱和程度、氧化态和其他物理属性,如密度、粘度和水溶性。从多尺度的角度,我们讨论了油相调控乳状液形成和稳定性的机理,包括乳化剂的吸附动力学、界面厚度、界面流变性能,以及乳状液的液滴尺寸分布和zeta势。此外,还讨论了各种乳化剂对特定油相的适应性,重点讨论了具有挑战性的系统,包括挥发性精油、易氧化的多不饱和脂类和充气乳液。本文综述了油相的关键作用,为食品乳剂的合理设计和质量控制提供了理论依据。
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引用次数: 0
Beyond Bactericidal: Plasma Surface Engineering to Defeat Food Matrix-Conditioning Layers 超越杀菌:等离子体表面工程击败食物基质调理层。
IF 15.6 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-10-01 DOI: 10.1111/1541-4337.70663
Rafael Bianchini Fulindi, Argemiro Soares da Silva Sobrinho, Anderson S. Sant'Ana

The persistence of foodborne pathogens on industrial food contact surfaces continues to challenge global food safety despite advances in sanitation technologies. A central limitation of current antimicrobial strategies lies in their validation under simplified laboratory conditions that overlook the physicochemically driven formation of food matrix conditioning films. Upon contact with food residues, organic macromolecules reorganize at the solid‒liquid interface, forming conditioning layers that mask engineered surface functionalities and facilitate microbial attachment. This review examines how such interfacial transformations constrain conventional bactericidal approaches and contribute to sanitization failures in industrial environments. Plasma surface engineering is evaluated as a matrix-aware strategy capable of tailoring surface energy, hydration behavior, and nanoscale architecture through plasma-enhanced chemical vapor deposition and magnetron sputtering. These approaches may mitigate organic fouling and modulate bacterial surface sensing under controlled conditions. Particular attention is given to mechanotransduction pathways implicated in early biofilm formation, highlighting how nanoscale surface cues influence c-di-GMP signaling and biofilm commitment in both Gram-negative and Gram-positive foodborne pathogens, including Salmonella spp. and Listeria monocytogenes. Significant translational gaps remain, including long-term durability under repeated cleaning-in-place cycles, antimicrobial transport through complex conditioning films, and adaptive tolerance under chronic exposure. This review situates plasma surface engineering within a preventive interfacial design framework, offering an evidence-based rationale for the development of food contact materials capable of meeting the durability, safety, and regulatory demands of modern processing environments.

尽管卫生技术取得了进步,但工业食品接触表面上的食源性病原体持续存在,继续对全球食品安全构成挑战。当前抗菌策略的一个主要限制在于它们在简化的实验室条件下的验证,忽略了食物基质调节膜的物理化学驱动形成。与食物残渣接触后,有机大分子在固液界面重组,形成调理层,掩盖工程表面功能,促进微生物附着。本文综述了这种界面转化如何限制传统的杀菌方法,并导致工业环境中的消毒失败。等离子体表面工程被评价为一种基质感知策略,能够通过等离子体增强的化学气相沉积和磁控溅射来调整表面能、水化行为和纳米级结构。这些方法可以减轻有机污染,并在受控条件下调节细菌表面感应。特别关注与早期生物膜形成有关的机械转导途径,强调纳米级表面线索如何影响革兰氏阴性和革兰氏阳性食源性病原体(包括沙门氏菌和单核增生李斯特菌)中的c-二gmp信号传导和生物膜承诺。重要的转化差距仍然存在,包括重复就地清洁周期下的长期耐久性,通过复杂调节膜的抗菌运输,以及长期暴露下的适应性耐受性。这篇综述将等离子体表面工程置于预防性界面设计框架中,为开发能够满足现代加工环境耐久性、安全性和监管要求的食品接触材料提供了基于证据的基本原理。
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引用次数: 0
Functional Modification Strategies for Mushroom Proteins: Applications and Challenges 蘑菇蛋白的功能修饰策略:应用与挑战
IF 15.6 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-09-29 DOI: 10.1111/1541-4337.70651
Tanuja Bisht, Pradeep Singh Negi

Mushrooms are a novel and sustainable source of dietary protein with potential applications in the food system. Proteins found in mushrooms have balanced amino acids along with moderate digestibility. Mushroom proteins have a wide range of applications, and they are currently being used as fortifiers, dairy alternatives, meat analogs, and as functional ingredients. However, the complex native structure of mushroom proteins limits their functional applications, such as solubility, emulsifiability, and foaming properties. The existing reviews primarily emphasize the nutritional, extraction, and bioactive aspects of mushrooms or mushroom by-products, whereas the present review discusses protein extraction methods, modification strategies, structure–function relationships, and industrial applications, as well as food product development using modified mushroom proteins. Various modification and processing strategies, such as ultrasound-assisted processing, enzymatic hydrolysis, and pH-shifting, have been explored to enhance the yield and functional characteristics, such as solubility, emulsification, and digestibility of mushroom proteins, and ∼90% protein solubility has been achieved in certain studies. The combined ultrasound (20 kHz, 100% amplitude, 5 min, continuous mode) and TGase treatment (TGase, 0.4% w/v) of Trametes versicolor protein showed the higher oil-holding capacity (2.09%) and foaming capacity (123.1%) compared to control (1.43% and 57.7%, respectively), whereas, the ultrasound in combination with pH (pH 12) showed better in vitro digestibility (93.72%) than control (81.15%). With proper technological advancements, mushroom proteins can serve as a low-cost, high-return solution that supports both human nutrition and sustainable agricultural growth. However, challenges such as large-scale production, process standardization, and commercial availability need future research to enable food applications.

蘑菇是一种新的、可持续的膳食蛋白质来源,在食品系统中具有潜在的应用前景。蘑菇中的蛋白质氨基酸平衡,消化率适中。蘑菇蛋白有广泛的应用,它们目前被用作强化剂、乳制品替代品、肉类类似物和功能性成分。然而,蘑菇蛋白复杂的天然结构限制了它们的功能应用,如溶解度、乳化性和发泡性。现有的综述主要侧重于蘑菇或蘑菇副产品的营养、提取和生物活性方面,而本文则讨论了蛋白质的提取方法、改性策略、结构-功能关系、工业应用以及利用改性蘑菇蛋白质的食品开发。各种改性和加工策略,如超声辅助加工、酶水解和ph转移,已经被探索来提高蘑菇蛋白的产量和功能特性,如溶解性、乳化性和消化率,在某些研究中已经实现了90%的蛋白质溶解性。超声(20 kHz, 100%振幅,5 min,连续模式)和TGase (TGase, 0.4% w/v)联合处理的色栓菌蛋白的保油能力(2.09%)和起泡能力(123.1%)分别高于对照组(1.43%和57.7%),超声与pH (pH 12)联合处理的体外消化率(93.72%)高于对照组(81.15%)。随着适当的技术进步,蘑菇蛋白可以作为一种低成本、高回报的解决方案,支持人类营养和可持续农业增长。然而,大规模生产、工艺标准化和商业可用性等挑战需要未来的研究来实现食品应用。
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引用次数: 0
From Structural Heterogeneity to Photon Transport Simulation: A Comprehensive Review of Optical Nondestructive Evaluation in Multilayered Fruit and Vegetable Matrices 从结构非均匀性到光子输运模拟:多层果蔬基质光学无损评价综述。
IF 15.6 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-09-29 DOI: 10.1111/1541-4337.70667
Mengyao Wang, Weijie Lan, Kang Tu, Yanmin Zhu, Yue Zhao, Leiqing Pan

Optical nondestructive evaluation has become an indispensable tool for quality assessment in the food industry. Revealing light propagation mechanisms in multilayered fruit and vegetable tissues improves detection model accuracy and robustness. In fact, most natural and processed fruit and vegetable materials inherently exhibit layered structures, leading to inevitable deviations in optical signals interpretation and quality prediction. The complex structure and heterogeneous composition of fruit and vegetable matrices pose great challenges to light–tissue interaction analysis. This review summarizes the layer-specific differences in optical properties based on structural and compositional heterogeneity of fruit and vegetable matrices, using representative cases of other food matrices for comparison. It further addresses light propagation in multilayered fruit and vegetable tissues together with research on the optimization of detection parameters. Finally, a unified framework is proposed that integrates physicochemical properties, optical properties, and photon transport simulations to achieve mechanism-guided optimization for nondestructive detection. Notably, the advances of Monte Carlo (MC) simulation empowered by artificial intelligence (AI) are highlighted in denoising, accelerating computation, and improving prediction accuracy. AI-assisted MC simulation provides support for the efficient and high-precision prediction of light propagation in multilayer tissues, and lays a solid foundation for the progress of food photonics.

光学无损评价已成为食品工业质量评价不可缺少的工具。揭示光在多层果蔬组织中的传播机制,提高了检测模型的准确性和鲁棒性。事实上,大多数天然和加工过的水果和蔬菜材料固有地呈现分层结构,导致光信号解释和质量预测不可避免地出现偏差。果蔬基质的复杂结构和异质性构成给光组织相互作用分析带来了巨大挑战。本文综述了基于结构和成分异质性的水果和蔬菜基质的光学性质的层特异性差异,并以其他食品基质的代表性案例进行了比较。进一步研究了光在多层果蔬组织中的传播,并对检测参数的优化进行了研究。最后,提出了一个整合物理化学性质、光学性质和光子输运模拟的统一框架,以实现机制导向的无损检测优化。值得注意的是,人工智能(AI)支持的蒙特卡罗(MC)模拟在去噪、加速计算和提高预测精度方面的进步得到了突出体现。ai辅助MC模拟为光在多层组织中传播的高效高精度预测提供支持,为食品光子学的发展奠定坚实的基础。
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引用次数: 0
Covalent Organic Frameworks in Smart Food Packaging: Advances, Challenges, and Future Prospects 智能食品包装中的共价有机框架:进展,挑战和未来前景
IF 15.6 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-09-29 DOI: 10.1111/1541-4337.70662
Sara Esteghlal, Hossein Daneshgar, Navid Rabiee, Mohammadreza Khalesi

Food preservation challenges have positioned packaging as a rapidly evolving, innovation-driven field, with smart packaging offering transformative solutions. Among advanced materials, covalent organic frameworks (COFs) have attracted growing attention due to their permanent porosity, structural tunability, high surface area, and chemical stability. These features allow COFs to address critical needs in food packaging, including active barrier protection, antimicrobial action, and smart sensing of food freshness and spoilage. This review examines recent progress in applying COFs to food packaging, with particular focus on their ability to prolong shelf life and enable smart functionalities for real-time monitoring of food quality. Safety aspects, biocompatibility, recyclability, and biodegradability are also critically evaluated, as these remain key considerations for regulatory approval and industrial translation. Although current studies report minimal cytotoxicity, long-term toxicological assessments are still limited, underscoring the need for more comprehensive investigations. Looking forward, artificial intelligence (AI) and machine learning (ML) provide powerful tools for accelerating COF discovery and optimization. Their integration into COF design could streamline synthesis, improve scalability, and guide application-specific material development. COFs represent a promising new class of materials poised to advance the next generation of sustainable, functional, and smart food-packaging systems.

食品保鲜的挑战已经定位包装作为一个快速发展,创新驱动的领域,与智能包装提供变革性的解决方案。在先进材料中,共价有机框架材料(COFs)因其具有永久多孔性、结构可调节性、高比表面积和化学稳定性而受到越来越多的关注。这些功能使cof能够满足食品包装的关键需求,包括主动屏障保护,抗菌作用以及食品新鲜度和变质的智能感知。本文审查了将cof应用于食品包装的最新进展,特别关注其延长保质期和实现实时监测食品质量的智能功能的能力。安全性、生物相容性、可回收性和可生物降解性也被严格评估,因为这些仍然是监管批准和工业转化的关键考虑因素。虽然目前的研究报告了最小的细胞毒性,但长期毒理学评估仍然有限,强调需要进行更全面的调查。展望未来,人工智能(AI)和机器学习(ML)为加速COF的发现和优化提供了强大的工具。将它们集成到COF设计中可以简化合成,提高可扩展性,并指导特定应用材料的开发。COFs代表了一种有前途的新型材料,有望推进下一代可持续、功能性和智能食品包装系统。
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Comprehensive Reviews in Food Science and Food Safety
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