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Enabling the Circular Food Economy Through Industry 4.0: A Review of Applications, Challenges, and Policies in the European Union 通过工业4.0实现循环食品经济:欧盟的应用、挑战和政策综述。
IF 14.1 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-02-16 DOI: 10.1111/1541-4337.70431
Carlos Parra-López, Carmen Carmona-Torres

The transition to a circular economy (CE) is a critical strategy for improving the sustainability and resilience of the global food system. Industry 4.0 (I4.0) and its associated digital technologies offer a powerful means of accelerating this transformation. This systematic review provides a comprehensive analysis of the synergy between I4.0 and the CE within the European Union's food supply chain, integrating technological applications, implementation barriers, and policy frameworks. Key I4.0 applications are reviewed across the CE hierarchy, including artificial intelligence (AI)-driven demand forecasting and precision agriculture for waste prevention, machine learning-optimized bioprocessing for valorizing by-products into food-grade ingredients, and blockchain and the Internet of Things for enhancing traceability and transparency in circular flows. However, the transition faces significant barriers. Technological challenges include a lack of interoperability and data standards. Economic hurdles involve high initial investment costs and uncertain returns on investment, particularly for small- and medium-sized enterprises (SMEs). Furthermore, managerial and organizational inertia stems from a digital skills gap and resistance to change, while social concerns relate to consumer acceptance, data privacy, and digital equity. Synthesizing these findings, this review articulates a “policy-technology nexus,” arguing that a successful digital-circular transition is a sociotechnical challenge. The analysis demonstrates that EU policies must evolve from merely promoting technology to acting as system architects. This requires aligning digital infrastructure with market-shaping mechanisms to create the collaborative ecosystems necessary for a widespread and equitable transition. Finally, a research agenda is proposed focusing on technological integration, innovative business models, sociotechnical studies, and the governance of a just and ethical transition.

向循环经济过渡是提高全球粮食系统可持续性和复原力的一项关键战略。工业4.0及其相关的数字技术为加速这一转变提供了强有力的手段。本系统综述全面分析了欧盟食品供应链中工业4.0和CE之间的协同作用,整合了技术应用、实施障碍和政策框架。在整个CE层次结构中回顾了工业4.0的关键应用,包括人工智能(AI)驱动的需求预测和精准农业,用于预防浪费,机器学习优化的生物处理,用于将副产品转化为食品级成分,以及区块链和物联网,用于提高循环流程的可追溯性和透明度。然而,转型面临着重大障碍。技术挑战包括缺乏互操作性和数据标准。经济障碍包括初始投资成本高和投资回报不确定,特别是对中小型企业而言。此外,管理和组织的惰性源于数字技能差距和对变革的抵制,而社会问题则与消费者接受度、数据隐私和数字公平有关。综合这些发现,本综述阐明了“政策-技术联系”,认为成功的数字循环转型是一项社会技术挑战。分析表明,欧盟的政策必须从仅仅促进技术发展演变为充当系统架构师。这需要将数字基础设施与市场塑造机制相结合,以创建广泛和公平转型所需的协作生态系统。最后,提出了一项研究议程,重点关注技术整合、创新商业模式、社会技术研究以及公正和道德转型的治理。
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引用次数: 0
Application of Biotechnology in Marine-Derived Fermented Foods: Technological Evolution and Future Prospects 生物技术在海洋发酵食品中的应用:技术发展与展望
IF 14.1 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-02-16 DOI: 10.1111/1541-4337.70422
Zhipeng Li, Tangyu Yang, Jie Hui, Lin Zhou, Wei Xue, Jingyun Yan, Bing Li, Lin Li, Siming Zhu, Zhenlang Xie, Dan Xu

With breakthrough advancements in omics technologies, the application of modern biotechnology is deeply penetrating the marine food sector. Marine organisms, as a vital oceanic resource, are rich in numerous nutrients and have garnered widespread attention in the food industry, particularly in the context of marine-derived fermented foods. Given that marine bioresources (such as fish, crustaceans, shellfish, and macroalgae) are abundant in high-quality proteins, polyunsaturated fatty acids, and bioactive substances, their fermentation processing is undergoing a significant transformation from a traditional, experience-driven approach to a molecular design paradigm. Modern biotechnology plays a crucial role in the precise regulation of flavor and quality, targeted enhancement of nutritional value, and improvement of the safety of marine fermented foods. This article reviews the research trajectory and application progress of modern biotechnologies in marine fermented foods, including microbial omics, multi-omics analysis, synthetic biology, genome editing, precision fermentation, sequencing technology, and intelligent fermentation control. It enumerates specific applications of various modern biotechnologies in the fermented products of different marine organisms, compares novel biotechnologies with traditional fermentation techniques, and discusses the challenges and limitations of applying biotechnology in marine-derived fermented foods. Furthermore, it provides future directions for the development of marine-derived foods using biotechnology and offers innovative perspectives for the industrialization of marine bio-fermented products.

随着组学技术的突破性进展,现代生物技术的应用正在深入渗透到海洋食品领域。海洋生物作为一种重要的海洋资源,富含多种营养物质,已引起食品工业的广泛关注,特别是在海洋发酵食品的背景下。鉴于海洋生物资源(如鱼类、甲壳类、贝类和大型藻类)富含优质蛋白质、多不饱和脂肪酸和生物活性物质,它们的发酵加工正经历着从传统的、经验驱动的方法向分子设计范式的重大转变。现代生物技术在海洋发酵食品风味品质的精准调控、营养价值的针对性提高、安全性的提高等方面发挥着至关重要的作用。本文综述了微生物组学、多组学分析、合成生物学、基因组编辑、精密发酵、测序技术、智能发酵控制等现代生物技术在海洋发酵食品中的研究轨迹和应用进展。它列举了各种现代生物技术在不同海洋生物发酵产品中的具体应用,比较了新型生物技术与传统发酵技术,并讨论了生物技术在海洋发酵食品中的应用面临的挑战和局限性。为利用生物技术开发海洋食品提供了未来的发展方向,并为海洋生物发酵产品的产业化提供了创新的前景。
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引用次数: 0
Pulsed Electric Fields for Emerging Single-Cell Bioprocessing in Food Applications: Electropermeabilization Mechanisms and Design Principles 脉冲电场在食品单细胞生物加工中的应用:电渗透机制和设计原则。
IF 14.1 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-02-16 DOI: 10.1111/1541-4337.70411
Byron Perez, Julia Baumgartner, Daniel Macken, Iris Haberkorn, Alexander Mathys

This review evaluates pulsed electric fields (PEF) as an emerging platform for single-cell bioprocessing in food applications. Connections are drawn between key mechanisms in electropermeabilization and applications, and a practical PEF process design framework is provided. Electropermeabilization is governed by electrical parameters, physicochemical conditions, cellular traits, and system-level variables such as chamber geometry and residence time. Furthermore, cell densities and organism choice critically influence processing outcomes. Linking mechanistic understanding and practical applications, this holistic approach aims to increase reproducibility and scalability in PEF-based single-cell bioprocessing in the food sector.

本文综述了脉冲电场(PEF)作为食品中单细胞生物加工的新兴平台。指出了电渗透的关键机理与应用之间的联系,并提供了实用的PEF工艺设计框架。电渗透性受电参数、物理化学条件、细胞特性和系统级变量(如腔体几何形状和停留时间)的控制。此外,细胞密度和生物选择对加工结果有重要影响。将机理理解和实际应用联系起来,这种整体方法旨在提高食品部门基于pef的单细胞生物加工的可重复性和可扩展性。
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引用次数: 0
A Comprehensive Review of the Multitarget Effects of Subinhibitory Concentrations of Essential Oils Against Salmonella 精油亚抑制浓度对沙门氏菌多靶点效应的综合研究。
IF 14.1 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-02-16 DOI: 10.1111/1541-4337.70418
Carolina Ramos, Yhan S. Mutz, Leticia Tessaro, Bruno Dutra da Silva, Marciane Magnani, Carlos Adam Conte-Junior

Essential oils (EOs) exhibit antimicrobial activity against foodborne pathogens due to their chemical composition. This review investigates the mechanisms of action of EOs at subinhibitory concentrations against Salmonella strains. Even at subinhibitory concentrations, EOs induce cellular stress and modulate bacterial metabolism. EOs interfere with quorum sensing (QS) by downregulating genes (luxS, pdfs, sdiA, and qseB), which are essential for the system's function, affecting biofilm formation and virulence expression. Additionally, EOs act as antibiofilm agents, reducing cell adhesion and biomass of mature biofilms. At the molecular level, they regulate genes associated with biofilm formation (csgA, csgB, and csgD) and bacterial motility (motB, flhD, and fliZ). The combination of EOs with conventional antibiotics has shown synergistic effects. A proposed mechanism for this action is the inhibition of efflux pumps, which favors the retention of antimicrobial agents inside the cell. Despite promising results, challenges such as the sensory impact of high EOs concentrations and the need for further standardization in their application remain. Future research should focus on the long-term effects of subinhibitory concentrations of EOs, bacterial molecular response mechanisms, and the development of new delivery systems to optimize the efficacy of EOs.

精油(EOs)由于其化学成分而表现出对食源性病原体的抗菌活性。本文综述了亚抑制浓度下EOs对沙门氏菌的作用机制。即使在亚抑制浓度下,EOs也会诱导细胞应激并调节细菌代谢。EOs通过下调对系统功能至关重要的基因(luxS、pdf、sdiA和qseB)来干扰群体感应(QS),从而影响生物膜的形成和毒力表达。此外,EOs作为抗生物膜剂,降低细胞粘附和成熟生物膜的生物量。在分子水平上,它们调节与生物膜形成(csgA、csgB和csgD)和细菌运动(motB、flhD和fliZ)相关的基因。EOs与常规抗生素联合使用显示出协同效应。这种作用的一种被提出的机制是抑制外排泵,这有利于抗菌药物在细胞内的保留。尽管取得了令人鼓舞的成果,但诸如高浓度EOs的感官影响以及在其应用中进一步标准化的需求等挑战仍然存在。未来的研究应集中在研究EOs亚抑制浓度的长期效应、细菌分子反应机制以及开发新的给药系统以优化EOs的疗效。
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引用次数: 0
Featured Cover: Cover Image, Volume 25, Issue 2 特色封面:封面图片,第25卷,第2期
IF 14.1 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-02-16 DOI: 10.1111/1541-4337.70436
Byron Perez, Julia Baumgartner, Daniel Macken, Iris Haberkorn, Alexander Mathys

The cover image is based on the Comprehensive Review Pulsed Electric Fields for Emerging Single-Cell Bioprocessing in Food Applications: Electropermeabilization Mechanisms and Design Principles by Byron Perez et al., https://doi.org/10.1111/1541-4337.70411.

封面图片基于拜伦·佩雷斯等人的《食品应用中新兴单细胞生物处理的脉冲电场综合评论:电渗透机制和设计原则》,https://doi.org/10.1111/1541-4337.70411。
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引用次数: 0
Insight Into the Microbial Activity and Chemical Composition Changes During Wine Aging and the Establishment of a Minimally Interventionist System for Natural Wine 葡萄酒陈酿过程中微生物活性和化学成分的变化及天然葡萄酒最小干预系统的建立
IF 14.1 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-02-14 DOI: 10.1111/1541-4337.70425
Xiaoying Zhang, Yinting Ding, Hua Wang, Hua Li

In recent years, natural wines have become a hot research topic due to their unique flavor complexity and diversity. However, the dynamic changes in constituents during the aging process of natural wines are highly intricate, and the mechanism of microorganisms has not yet been fully and deeply analyzed. This situation has seriously restricted the quality control of natural wines and the optimization of the winemaking process. This paper presents a critical review synthesizing existing knowledge on the aging of natural wines. From the physicochemical point of view, redox and polymerization reactions drive the transformation of phenolic compounds, which in turn trigger the evolution of the wine's color and the softening of the palate. From the microbiological point of view, the activity of microorganisms such as acetic acid bacteria and lactic acid bacteria tends to elevate the content of volatile acids in wines, which produces undesirable flavors, whereas polysaccharides released by yeasts in the process of autolysis help to enhance the complexity of the wine body. Moreover, aging conditions can regulate oxidation rates and microbial communities, thereby achieving a balance between wine stability and sensory characteristics; lees aging can delay oxidative deterioration in wine; it highlights the unique challenges and strategies faced by natural wines due to minimal intervention. This paper synthesizes and critically evaluates the current research on wine aging process, aiming to improve the understanding of the compositional changes during wine aging, and to provide a theoretical basis for microecological regulation and process optimization during natural wine aging.

近年来,天然葡萄酒因其独特的风味复杂性和多样性而成为研究的热点。然而,天然葡萄酒在陈酿过程中成分的动态变化非常复杂,微生物的作用机制尚未得到充分而深入的分析。这种情况严重制约了天然葡萄酒的质量控制和酿酒工艺的优化。本文综合了现有的关于天然葡萄酒陈酿的知识,进行了综述。从物理化学的角度来看,氧化还原和聚合反应推动了酚类化合物的转化,这反过来又引发了葡萄酒颜色的演变和口感的软化。从微生物学的角度来看,乙酸菌和乳酸菌等微生物的活性往往会提高葡萄酒中挥发性酸的含量,从而产生不良风味,而酵母在自溶过程中释放的多糖则有助于提高酒体的复杂性。此外,陈酿条件可以调节氧化速率和微生物群落,从而实现葡萄酒稳定性和感官特性之间的平衡;酒糟陈化可以延缓葡萄酒的氧化变质;它突出了天然葡萄酒由于最小干预而面临的独特挑战和策略。本文对目前关于葡萄酒陈酿过程的研究进行综合和批判性评价,旨在提高对葡萄酒陈酿过程中成分变化的认识,为葡萄酒自然陈酿过程中的微生态调控和工艺优化提供理论依据。
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引用次数: 0
Pea Starch and Pea Fiber—A Review of Functional Properties, Sensory Characteristics, and Value-Added Uses 豌豆淀粉和豌豆纤维——功能特性、感官特性和增值用途综述。
IF 14.1 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-02-14 DOI: 10.1111/1541-4337.70419
Mathias Johansson, Klara Nilsson, Madeleine Jönsson, Karin Wendin, Anna Ström, Maud Langton

The utilization of plant-based ingredients, such as legumes, is gaining popularity because of consumer demand for sustainably sourced, high-protein foods, and an increased number of consumers reluctant to consume animal-based products. Legumes are often cultivated for their protein but are also rich in starch and fiber. Furthermore, during protein fractionation, large side streams composed mainly of starch and fiber are produced. To promote efficient use of biomass, it is essential to find effective ways of repurposing these side streams. Understanding the functionality of the side streams allows the identification of alternative uses that offer economic and environmental benefits. One crop that is gaining attention and technical use as a sustainable, plant-based protein source is pea (Pisum sativum L.). This review provides an overview and establishes new connections between the physicochemical properties of pea starch and pea fiber, available treatment methods for further functionalization, and the influence of pea starch and pea fiber on different foods and their sensory properties and product performance across various applications. Challenges and knowledge gaps are also identified, for example, the correlations between chemical and sensory properties and how changes in starch and fiber functionality affect the textural and sensory properties of the final food product.

由于消费者对可持续来源的高蛋白食品的需求,以及越来越多的消费者不愿消费动物性产品,豆类等植物性成分的利用越来越受欢迎。人们种植豆类通常是为了获取蛋白质,但豆类也富含淀粉和纤维。此外,在蛋白质分离过程中,产生了主要由淀粉和纤维组成的大侧流。为了促进生物质的有效利用,必须找到有效的方法重新利用这些侧流。了解侧流的功能可以确定提供经济和环境效益的替代用途。作为一种可持续的植物性蛋白质来源,豌豆(Pisum sativum L.)正在获得关注和技术应用。本文综述了豌豆淀粉和豌豆纤维的理化性质、可进一步功能化的处理方法,以及豌豆淀粉和豌豆纤维对不同食品的影响及其在各种应用中的感官特性和产品性能,并建立了新的联系。还指出了挑战和知识空白,例如,化学和感官特性之间的相关性以及淀粉和纤维功能的变化如何影响最终食品的质地和感官特性。
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引用次数: 0
Correction to “From Food Industry 4.0 to Food Industry 5.0: Identifying Technological Enablers and Potential Future Applications in the Food Sector” 更正“从食品工业4.0到食品工业5.0:识别食品行业的技术推动因素和潜在的未来应用”。
IF 14.1 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-02-08 DOI: 10.1111/1541-4337.70390

Hassoun, A., Jagtap, S., Trollman, H., Garcia-Garcia, G., Duong, L. N. K., Saxena, P., Bouzembrak, Y., Treiblmaier, H., Parra-López, C., Carmona-Torres, C., Dev, K., Mhlanga, D., & Aït-Kaddour, A. (2024). From Food Industry 4.0 to Food Industry 5.0: Identifying technological enablers and potential future applications in the food sector. Comprehensive Reviews in Food Science and Food Safety, 23, 1–37. https://doi.org/10.1111/1541-4337.70040

In the originally published version, the surname of Carlos Parra-López was incorrectly rendered as Carlos Para-López. The online version has been corrected accordingly.

We apologize for this error.

Hassoun, A., Jagtap, S., Trollman, H., Garcia-Garcia, G., Duong, l.n.k., Saxena, P., Bouzembrak, Y., Treiblmaier, H., Parra-López, C., Carmona-Torres, C., Dev, K., Mhlanga, D., Aït-Kaddour, A.(2024)。从食品工业4.0到食品工业5.0:识别食品行业的技术推动因素和潜在的未来应用。食品科学与食品安全,23,1-37。https://doi.org/10.1111/1541-4337.70040In在最初发布的版本中,卡洛斯的姓氏Parra-López被错误地翻译成卡洛斯Para-López。在线版本已做了相应的修改。我们为这个错误道歉。
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引用次数: 0
Targeted Modification of Dietary Fiber for Increasing Soluble Dietary Fiber and Its Application in Foods 膳食纤维定向改性提高可溶性膳食纤维含量及其在食品中的应用。
IF 14.1 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-02-08 DOI: 10.1111/1541-4337.70423
Shirong Wang, Jing Liu, Xuejiao Wang, Shao-Quan Liu, Yuyun Lu, Shujie Wang, Yuhong Guo, Xingwei Wang, Jianxin Cao

The high proportion of insoluble dietary fiber (IDF) in natural plant materials critically limits the solubility, functionality, and processing performance of dietary fiber (DF), making the conversion of IDF to soluble dietary fiber (SDF) a key focus in current research. Although numerous physical, chemical, and biological modification technologies have been developed, most studies focus on treatment outcomes but fail to adequately address two key determinants: the intrinsic properties of DF, specifically the typical composition of DFs from different sources, cellulose crystalline regions, and the inherent structural recalcitrance resulting from lignocellulosic network cross-linking; and the synergistic effects of parameters, referring to the impact of processing variables (such as power, pressure, and enzyme type) on DFs from various sources. This review provides a systematic comparison of mainstream and emerging modification strategies, highlighting their mechanisms, advantages, and limitations across diverse DF matrices. Based on this, lignocellulose is utilized as a representative IDF model to explain how its dense, multilayered architecture acts as the primary barrier to efficient SDF generation. Furthermore, this review synthesizes advances in the targeted disruption of lignocellulosic components, including targeted lignin degradation and the depolymerization of cellulose and hemicellulose, to propose strategies for overcoming IDF recalcitrance. Finally, the application potential of these modification pathways in improving DF utilization in foods is evaluated, enabling innovative formats such as personalized nutrition, 3D-printed products, and biodegradable materials. Overall, this review integrates technique-level insights with structure-guided strategies, offering a mechanistic framework and practical roadmap for achieving efficient, directional IDF modification and SDF enhancement.

天然植物材料中不溶性膳食纤维(IDF)的高比例严重限制了膳食纤维(DF)的溶解度、功能和加工性能,使IDF转化为可溶性膳食纤维(SDF)成为当前研究的重点。尽管已经开发了许多物理、化学和生物改性技术,但大多数研究都集中在处理结果上,但未能充分解决两个关键决定因素:DF的内在特性,特别是来自不同来源的DF的典型组成,纤维素晶体区域,以及由木质纤维素网络交联引起的固有结构顽抗;参数的协同效应,是指加工变量(如功率、压力、酶型)对各种来源的DFs的影响。这篇综述提供了主流和新兴的修饰策略的系统比较,强调了它们在不同DF矩阵中的机制、优势和局限性。基于此,木质纤维素被用作具有代表性的IDF模型,以解释其致密的多层结构如何成为有效生成SDF的主要障碍。此外,本文综述了靶向破坏木质纤维素组分的研究进展,包括靶向木质素降解和纤维素和半纤维素的解聚,并提出了克服IDF抗性的策略。最后,评估了这些改性途径在提高食品中DF利用率方面的应用潜力,从而实现个性化营养、3d打印产品和可生物降解材料等创新形式。总体而言,本综述将技术层面的见解与结构导向策略相结合,为实现高效、定向的IDF修改和SDF增强提供了一个机制框架和实用路线图。
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引用次数: 0
Techniques to Detect and Quantify the Bacterial Metalloprotease AprX in Bovine Milk: A Review 牛乳中细菌金属蛋白酶AprX的检测与定量技术综述
IF 14.1 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-02-08 DOI: 10.1111/1541-4337.70415
Aritra Sinha, Alan L. Kelly

The heat-stable metalloprotease AprX, secreted by psychrotrophic Pseudomonas spp., is a major cause of quality deterioration in dairy products, particularly ultrahigh temperature (UHT) milk. This review synthesizes the evolution and current state of detection and quantification techniques for AprX in bovine milk, covering traditional immunological assays, enzymatic activity measurements, and zymography, alongside modern molecular approaches such as PCR-based methods, mass spectrometry, and advanced biosensors. Highly sensitive systems, including indirect ELISA (LOD 21.0 ng/mL), multiplex qPCR, and biosensor platforms, have enhanced the ability to detect AprX activity at low concentrations. Comparative analysis evaluates these methods in terms of sensitivity, specificity, turnaround time, cost, ease of use, and industrial applicability. Emerging directions such as multiomics integration, biosensor miniaturization, and artificial intelligence-driven data interpretation are also discussed. By critically assessing available and emerging tools, this review supports dairy scientists and industry stakeholders in selecting optimal strategies to detect, monitor, and mitigate AprX-associated spoilage in milk and dairy products.

由嗜冷假单胞菌分泌的热稳定性金属蛋白酶AprX是导致乳制品质量恶化的主要原因,尤其是超高温牛奶。本文综述了牛乳中AprX的检测和定量技术的发展和现状,包括传统的免疫学分析、酶活性测量和酶谱分析,以及现代分子方法,如基于pcr的方法、质谱分析和先进的生物传感器。包括间接ELISA (LOD 21.0 ng/mL)、多重qPCR和生物传感器平台在内的高灵敏度系统增强了检测低浓度AprX活性的能力。比较分析从敏感性、特异性、周转时间、成本、易用性和工业适用性等方面评价这些方法。本文还讨论了多组学集成、生物传感器小型化和人工智能驱动的数据解释等新兴方向。通过对现有和新兴工具的批判性评估,本综述支持乳制品科学家和行业利益相关者选择最佳策略,以检测、监测和减轻牛奶和乳制品中与aprx相关的腐败。
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引用次数: 0
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