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Cooking and eating quality of ethnic Bora rice (Oryza sativa L.): machine learning-based prediction of resistant starch content in ready-to-eat products. Bora族大米(Oryza sativa L.)的烹饪和食用质量:基于机器学习的即食产品抗性淀粉含量预测。
IF 3.5 2区 农林科学 Q1 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2026-01-21 DOI: 10.1002/jsfa.70457
Suraj Panja, Aswini Kumar Patra, Rup Kumar Kar, Pradip Chandra Dey, Narottam Dey

Background: Assamese glutinous Bora rice (Oryza sativa L.) is widely used for various ethnic food preparations. However, its resistant starch (RS) content, which influences the glycemic index (GI), remains poorly characterized. This exploratory study examined nine popular cooking and eating quality (CEQ) traits in 21 Bora rice lines, and performed molecular characterization and expression profiling during grain development, emphasizing machine learning (ML)-based prediction of RS content.

Results: The endosperm of Bora rice lines contains 80% to 90% starch, predominantly amylopectin, with a lower proportion of RS. Low gelatinization temperature, shorter cooking times at boiling temperatures, and soft gel length are key physicochemical traits of this group. Oryza sativa L. 'Aghani Bora' requires 68 minutes to prepare fully at room temperature. This reflects its low gelatinization temperature and soft gel formation, which are characteristic of Bora rice. Glycemic index-linked polymorphic markers can support molecular breeding of Bora rice for low GI. GBSSI and SSIIa transcripts were downregulated in genotypes exhibiting low RS content. Significant correlations were observed among CEQ traits. The radial basis function network model for predicting RS content in Bora rice yielded a high R2 (0.9155) and a low mean squared error (0.0690).

Conclusion: Amylose appears to have a critical role in determining most CEQ characteristics but has less influence on readiness to eat. Bora rice requires genetic improvement because its low RS content can lead to a high GI. The low-cost machine learning (ML) model developed in this study provides an effective tool for rapid prediction of RS content in rice and other starchy cereal crops. © 2026 Society of Chemical Industry.

背景:阿萨姆邦糯米(Oryza sativa L.)被广泛用于各种民族食品的制作。然而,其抗性淀粉(RS)含量对血糖指数(GI)的影响仍不清楚。本研究对21个宝来水稻品系的9个常见烹饪和食用品质(CEQ)性状进行了探索性研究,并在籽粒发育过程中进行了分子表征和表达谱分析,重点研究了基于机器学习(ML)的RS含量预测。结果:宝来水稻胚乳淀粉含量为80% ~ 90%,以支链淀粉为主,RS含量较低,糊化温度低、蒸煮时间短、凝胶长度软是宝来水稻胚乳的主要理化性状。Oryza sativa L。“Aghani Bora”在室温下需要68分钟才能完全准备好。这反映了它的糊化温度低,凝胶形成软,这是Bora大米的特点。血糖指数相关多态性标记可为宝来水稻低GI分子育种提供支持。在RS含量低的基因型中,GBSSI和SSIIa转录本下调。CEQ性状间存在显著相关。径向基函数网络预测宝来稻RS含量的R2高(0.9155),均方误差低(0.0690)。结论:直链淀粉似乎在决定大多数CEQ特征中起关键作用,但对准备进食的影响较小。宝来稻由于其低RS含量可导致高GI,因此需要遗传改良。本研究建立的低成本机器学习(ML)模型为快速预测水稻和其他淀粉类谷类作物的RS含量提供了有效的工具。©2026化学工业协会。
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引用次数: 0
Exploring wheat and pulse protein fractionation: techniques and applications in sustainable food systems. 探索小麦和豆类蛋白质分离:可持续粮食系统中的技术和应用。
IF 3.5 2区 农林科学 Q1 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2026-01-21 DOI: 10.1002/jsfa.70452
Ishika Jain, Arun Kumar, Raj Sukhwinder Singh Kaler, Narpinder Singh

Protein fractionation plays a crucial role in producing high-value protein ingredients, shaping nutritional quality, functionality, and sustainability outcomes. This review examines major fractionation techniques, including physical methods (sieving, air classification, electrostatic separation) and chemical approaches (isoelectric precipitation, alkaline extraction, aqueous fractionation), together with emerging hybrid strategies. Quantitatively, dry fractionation typically delivers 30-60% protein purity at ~0.5-1.0 MJ kg-1 flour (excluding milling), while wet fractionation can achieve 70-95% purity but requires substantially more resources, including ~2-5 MJ kg-1 water removed for drying. Hybrid routes offer intermediate or superior performance by combining high purity with lower energy and water use. Applications in bread, pasta, meat analogues, and dairy substitutes demonstrate the functional and nutritional advantages of these protein fractions. A structured database search with defined keywords and criteria ensured methodological transparency. The novelty of this review lies in integrating process efficiency, techno-functional performance, and sustainability metrics into a unified assessment framework, addressing gaps not fully covered in previous reviews. Collectively, these insights highlight the potential of optimized, hybridized fractionation methods to support sustainable and innovative food processing. © 2026 Society of Chemical Industry.

蛋白质分离在生产高价值蛋白质成分、塑造营养质量、功能和可持续性结果方面起着至关重要的作用。本文综述了主要的分馏技术,包括物理方法(筛分、空气分级、静电分离)和化学方法(等电沉淀、碱萃取、水分馏),以及新兴的混合策略。在定量上,干法分馏通常在~0.5-1.0 MJ kg-1面粉(不包括碾磨)下提供30-60%的蛋白质纯度,而湿法分馏可以达到70-95%的纯度,但需要更多的资源,包括~2-5 MJ kg-1干燥所需的水。混合路线通过将高纯度与较低的能源和水使用相结合,提供中等或更高的性能。在面包、面食、肉类类似物和乳制品替代品中的应用证明了这些蛋白质组分的功能和营养优势。具有定义的关键字和标准的结构化数据库搜索确保了方法的透明度。该审查的新颖之处在于将过程效率、技术功能性能和可持续性指标集成到一个统一的评估框架中,解决了以前审查中未完全涵盖的差距。总的来说,这些见解突出了优化、杂交分馏方法支持可持续和创新食品加工的潜力。©2026化学工业协会。
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引用次数: 0
Characteristics of fishy odor formation in oxidized algal oil and determination of key components: a study based on fatty acid composition. 氧化藻油腥味形成特征及关键成分测定:基于脂肪酸组成的研究。
IF 3.5 2区 农林科学 Q1 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2026-01-19 DOI: 10.1002/jsfa.70440
Chuling Chen, Aiguo Luo, Jinwei Li

Background: Unsaturated fatty acids (UFAs) in algal oil are prone to oxidation, which leads to the formation of a fishy odor and may reduce product quality significantly. This study investigated the changes in the fishy odor during the oxidation of algal oil.

Results: The results show that the oxidation rate of oil accelerated significantly after 4 days, resulting in the intensification of the fishy odor. Volatile organic compounds (VOCs) were analyzed to identify the off-odor substances and 103 compounds were identified. Among these, (E, E)-2,4-hexadienal had the highest content (216.65 μg g-1) and a variable importance in projection (VIP) of 5.39, playing a crucial role in the characterization of odor. Combined with odor activity value (OAV) analysis, hexanal, (E)-2-heptenal, (E, E)-2,4-hexadienal, (E, E)-2,4-heptadienal, 1-hepten-3-one, and 1-octen-3-ol were identified as the characteristic components of the fishy odor. Further research revealed that these odor constituents exhibited significant correlations with fatty acid composition. These compounds are derived primarily from the secondary metabolites generated during oxidation of long-chain UFAs in algal oil.

Conclusion: This study clarified the key substances and sources of fishy odor in algal oil. It provides an important basis for the development of odorless algal oil products. © 2026 Society of Chemical Industry.

背景:藻油中的不饱和脂肪酸(UFAs)容易氧化,从而导致鱼腥味的形成,可能会显著降低产品质量。本研究考察了藻油氧化过程中鱼腥味的变化。结果:结果表明,4天后,油脂的氧化速度明显加快,导致鱼腥味加剧。通过挥发性有机化合物(VOCs)分析,鉴定出103种恶臭物质。其中,(E, E)-2,4-己二醛含量最高(216.65 μg -1),投影变量重要度(VIP)为5.39,在气味表征中起着至关重要的作用。结合气味活性值(OAV)分析,确定已醛、(E)-2-庚烯醛、(E, E)-2,4-己二烯醛、(E, E)-2,4-庚二烯醛、1-庚烯-3-酮和1-辛烯-3-醇是鱼腥味的特征成分。进一步的研究表明,这些气味成分与脂肪酸组成有显著的相关性。这些化合物主要来源于藻油中长链UFAs氧化过程中产生的次级代谢物。结论:本研究明确了藻油中鱼腥味的主要物质和来源。为开发无臭藻油产品提供了重要依据。©2026化学工业协会。
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引用次数: 0
Bee products: safety measures and new technologies to secure their daily consumption. 蜂产品:确保日常消费的安全措施和新技术。
IF 3.5 2区 农林科学 Q1 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2026-01-19 DOI: 10.1002/jsfa.70369
Hesham R El-Seedi, Neveen Agamy, Tariq Z Abolibda, Nehal Eid, Aida A Abd El-Wahed, Norhan M Balata, Guiguang Cheng, Aamer Saeed, Daijie Wang, Kasim S Abass, Yu Fang, Zhiming Guo, Shaden Am Khalifa

Honey-bee products offer a broad spectrum of uses in food applications. Bee products, are regarded as excellent sources of high-quality nutrients, coming directly from nature with no need for artificial additives. This notion, in addition to their functional properties, makes them idealsuper foods or sources of supplements with beneficial effects on human health. This review covers the quality and safety aspects of daily usage of bee products, in addition to addressing the hazardous contaminants that may occur in bee products. Extensive studies on the applications of bee products in food preservation report their ability to extend the shelf life of food products due to their antioxidant and antimicrobial activity. Additionally, the levels of chemical contaminants in honey and bee products appear to be very low. Honey and bee products do not pose any threat to human health. © 2026 Society of Chemical Industry.

蜜蜂产品在食品应用中提供了广泛的用途。蜂产品,被认为是优质营养的极佳来源,直接来自大自然,不需要人工添加剂。这个概念,加上它们的功能特性,使它们成为理想的超级食物或对人体健康有益的补充剂来源。这篇综述涵盖了日常使用蜂产品的质量和安全方面,除了解决蜂产品中可能出现的有害污染物。关于蜂产品在食品保鲜中的应用的广泛研究报告了蜂产品由于其抗氧化和抗菌活性而延长食品保质期的能力。此外,蜂蜜和蜂产品中的化学污染物含量似乎很低。蜂蜜和蜂产品不会对人体健康构成任何威胁。©2026化学工业协会。
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引用次数: 0
Flavonoids in the treatment of alcohol-related liver disease: evidence, molecular mechanisms, and challenges. 黄酮类化合物治疗酒精相关性肝病:证据、分子机制和挑战
IF 3.5 2区 农林科学 Q1 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2026-01-19 DOI: 10.1002/jsfa.70458
Fang-Fang Guo, Yan-Chao Du, Tao Zeng, Hong-Lei Zhou

Alcohol-related liver disease (ALD) is a global health issue with limited therapeutic options. Flavonoids, a diverse group of plant-derived compounds, have been shown to ameliorate ethanol-induced liver injury in both in vivo and in vitro ALD models, highlighting their potential as natural therapeutic agents for ALD. However, the clinical use of flavonoids is hindered by their generally poor solubility and low oral bioavailability. To overcome these challenges, several nanotechnology-based flavonoid formulations, including nanocrystals, liposomes, nanoemulsions, polymer particles, polymer micelles, and nanogels, have been developed. The efficacy of these flavonoid nanoformulations in the context of ALD remains largely unexplored. This review summarizes current knowledge of ALD, the protective effects of various flavonoids, and recent advances in flavonoid nanoformulations. It also discusses future research directions in this field. © 2026 Society of Chemical Industry.

酒精相关性肝病(ALD)是一个全球性的健康问题,治疗选择有限。黄酮类化合物是一种多种植物源性化合物,在体内和体外ALD模型中都显示出改善乙醇诱导的肝损伤的作用,突出了它们作为ALD天然治疗药物的潜力。然而,黄酮类化合物的临床应用受到其溶解度差和口服生物利用度低的阻碍。为了克服这些挑战,几种基于纳米技术的类黄酮制剂,包括纳米晶体、脂质体、纳米乳液、聚合物颗粒、聚合物胶束和纳米凝胶,已经被开发出来。这些类黄酮纳米制剂在ALD背景下的功效在很大程度上仍未被探索。本文综述了目前有关ALD的知识,各种类黄酮的保护作用,以及类黄酮纳米制剂的最新进展。并对该领域未来的研究方向进行了展望。©2026化学工业协会。
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引用次数: 0
Maximizing microalgal lutein through light patterning and nutrient shifts in photobioreactors. 通过光生物反应器中的光模式和营养变化最大化微藻叶黄素。
IF 3.5 2区 农林科学 Q1 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2026-01-19 DOI: 10.1002/jsfa.70466
Akash Pralhad Vadrale, Vaibhav Sunil Tambat, Yamini Sumathi, Ganesh D Saratale, Reeta Rani Singhania, Anil Kumar Patel

Background: Lutein, a valuable xanthophyll from Chlorella sorokiniana, is vital for ocular and metabolic health. However, lutein degradation under high light or suboptimal nutrient hampers productivity during the growth phase.

Results: This study optimized lutein yield via light modulation (4k-14k lux), intermittent high-intensity (patterned) exposure, and nutrient refinement. Light-dark cycling (18:6, 8k lux) improved the lutein to 65.48 mg L-1 and increased biomass to 6.12 g L-1. A patterned 14k lux photobioreactor yielded 69.14 mg L-1 and 7.01 g L-1 biomass. Temperature modulation (35 °C) and urea as a nitrogen source under a one-stage bioprocess further increased lutein to 72.45 and 82.60 mg L-1 and biomass to 6.0-8.0 g L-1. A two-stage process combining 10k lux light and macro- and micronutrient enrichment achieved a maximum lutein yield of 86.40 mg L-1 with 8.31 g L-1 biomass. Compared with the control (62.1 mg L-1 lutein; 6.75 g L-1 biomass), the optimized two-stage strategy enhanced lutein production by ~39.1%, while biomass increased by 23.1%, indicating a proportionally higher pigment-to-biomass productivity ratio.

Conclusion: From an economic perspective, the integrated strategy in a two-stage process can reduce costs by 28-32% of lutein, owing to improved nutrient utilization, enhanced energy efficiency in light modulation, and shorter cultivation time. The process thus demonstrates a favorable productivity-to-cost ratio, strengthening the economic feasibility of microalgal lutein production. Integrated light-nutrient strategies effectively enhance lutein production while minimizing degradation. This sustainable approach supports SDG 3 (health), SDG 9 (innovation), and SDG 13 (climate action), paving the way for a scalable microalgae lutein bioprocess. © 2026 Society of Chemical Industry.

背景:叶黄素是一种来自小球藻的宝贵叶黄素,对眼部和代谢健康至关重要。然而,在强光或次优营养条件下,叶黄素的降解阻碍了生长阶段的生产力。结果:本研究通过光调制(4k-14k勒克斯)、间歇性高强度(模式)曝光和营养改良来优化叶黄素产量。光暗循环(18:6,8k lux)将叶黄素提高到65.48 mg L-1,生物量提高到6.12 g L-1。一个14k勒克斯的图案光生物反应器产生69.14 mg L-1和7.01 g L-1生物量。温度调节(35°C)和尿素作为氮源的单阶段生物工艺进一步提高了叶黄素至72.45和82.60 mg L-1和生物量至6.0-8.0 g L-1。通过10k光照和宏微量营养素富集两阶段处理,最大叶黄素产量为86.40 mg L-1,生物量为8.31 g L-1。与对照(62.1 mg L-1叶黄素;6.75 g L-1生物量)相比,优化后的两阶段策略使叶黄素产量提高了~39.1%,生物量提高了23.1%,色素生物量生产力比相应提高。结论:从经济角度看,两阶段工艺的综合策略可以提高叶黄素的养分利用率,提高光调制的能量效率,缩短培养时间,从而使叶黄素的成本降低28-32%。因此,该工艺具有良好的生产成本比,加强了微藻叶黄素生产的经济可行性。综合光营养策略有效地提高叶黄素的产量,同时最大限度地减少降解。这种可持续方法支持可持续发展目标3(健康)、可持续发展目标9(创新)和可持续发展目标13(气候行动),为可扩展的微藻叶黄素生物过程铺平了道路。©2026化学工业协会。
{"title":"Maximizing microalgal lutein through light patterning and nutrient shifts in photobioreactors.","authors":"Akash Pralhad Vadrale, Vaibhav Sunil Tambat, Yamini Sumathi, Ganesh D Saratale, Reeta Rani Singhania, Anil Kumar Patel","doi":"10.1002/jsfa.70466","DOIUrl":"https://doi.org/10.1002/jsfa.70466","url":null,"abstract":"<p><strong>Background: </strong>Lutein, a valuable xanthophyll from Chlorella sorokiniana, is vital for ocular and metabolic health. However, lutein degradation under high light or suboptimal nutrient hampers productivity during the growth phase.</p><p><strong>Results: </strong>This study optimized lutein yield via light modulation (4k-14k lux), intermittent high-intensity (patterned) exposure, and nutrient refinement. Light-dark cycling (18:6, 8k lux) improved the lutein to 65.48 mg L<sup>-1</sup> and increased biomass to 6.12 g L<sup>-1</sup>. A patterned 14k lux photobioreactor yielded 69.14 mg L<sup>-1</sup> and 7.01 g L<sup>-1</sup> biomass. Temperature modulation (35 °C) and urea as a nitrogen source under a one-stage bioprocess further increased lutein to 72.45 and 82.60 mg L<sup>-1</sup> and biomass to 6.0-8.0 g L<sup>-1</sup>. A two-stage process combining 10k lux light and macro- and micronutrient enrichment achieved a maximum lutein yield of 86.40 mg L<sup>-1</sup> with 8.31 g L<sup>-1</sup> biomass. Compared with the control (62.1 mg L<sup>-1</sup> lutein; 6.75 g L<sup>-1</sup> biomass), the optimized two-stage strategy enhanced lutein production by ~39.1%, while biomass increased by 23.1%, indicating a proportionally higher pigment-to-biomass productivity ratio.</p><p><strong>Conclusion: </strong>From an economic perspective, the integrated strategy in a two-stage process can reduce costs by 28-32% of lutein, owing to improved nutrient utilization, enhanced energy efficiency in light modulation, and shorter cultivation time. The process thus demonstrates a favorable productivity-to-cost ratio, strengthening the economic feasibility of microalgal lutein production. Integrated light-nutrient strategies effectively enhance lutein production while minimizing degradation. This sustainable approach supports SDG 3 (health), SDG 9 (innovation), and SDG 13 (climate action), paving the way for a scalable microalgae lutein bioprocess. © 2026 Society of Chemical Industry.</p>","PeriodicalId":17725,"journal":{"name":"Journal of the Science of Food and Agriculture","volume":" ","pages":""},"PeriodicalIF":3.5,"publicationDate":"2026-01-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146003273","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Microstructure and physicochemical functional properties of germinate and non-germinate Euryale ferox seed kernels. 萌发和未萌发芡实种子籽粒的微观结构和理化功能特性。
IF 3.5 2区 农林科学 Q1 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2026-01-18 DOI: 10.1002/jsfa.70462
Yamei Lu, Juan Chen, Xiaoyan Ling, Yue Huo, Yang Liu, Yewei Yang, Cuan Zhang

Background: In order to investigate the primary factors influencing the germination of Euryale ferox seed, two varieties of E. ferox seed, thorny and thornless, were selected as test materials. After an accelerated germination test, the physicochemical components, enzyme activities, microstructure, and functional properties of the germinate and non-germinate seed kernels were analyzed and compared.

Results: The results indicated that the starch content from germinate seed kernels significantly decreased, whereas the α-amylase activity, protease activity, glucose content, soluble protein content, free amino acid content, and total phenol content all significantly increased (P < 0.05). Compared with non-germinate samples, a greater proportion of spherical aggregates in germinate seed kernels exhibited damage, presumably due to the hydrolytic action of endogenous enzymes. Rapid viscosity analysis demonstrated that germination significantly decreased the peak viscosity, final viscosity, and thermal stability of the seed kernels. In comparison with non-germinate seeds, germinate seed kernels exhibited a substantial enhancement in both solubility and swelling power. Additionally, the proportions of α-helix and β-turn decreased significantly (P < 0.05) in proteins from germinate seed kernels, while the proportions of antiparallel β-sheet, parallel β-sheet, and random coil significantly increased (P < 0.05). Furthermore, the short-range order of starch molecules in germinate seed kernels was reduced.

Conclusion: In summary, the activation and elevated activity of endogenous enzymes, particularly α-amylase and protease, are pivotal drivers of E. ferox seed germination. The process entails extensive component transformation and structural remodeling within the seed kernel, primarily mediated through enzymatic hydrolysis, which collectively determines germination potential. © 2026 Society of Chemical Industry.

背景:为研究影响芡实种子萌发的主要因素,以两种不同品种的芡实种子为试验材料,分别为有刺和无刺。通过加速萌发试验,对发芽和未发芽种子的理化成分、酶活性、微观结构和功能特性进行了分析比较。结果:萌发种子籽粒中淀粉含量显著降低,α-淀粉酶活性、蛋白酶活性、葡萄糖含量、可溶性蛋白含量、游离氨基酸含量和总酚含量均显著升高(P)。结论:内源酶的激活和活性的提高,尤其是α-淀粉酶和蛋白酶的激活和活性的提高是铁铁种子萌发的关键驱动因素。这一过程涉及种子核内广泛的成分转化和结构重塑,主要通过酶水解介导,共同决定萌发潜力。©2026化学工业协会。
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引用次数: 0
Cold-plasma-induced modification of pea protein isolate: implications for functional and physicochemical enhancement in hybrid fermented dairy beverages. 冷等离子体诱导的豌豆分离蛋白改性:对混合发酵乳制品饮料功能和理化增强的影响。
IF 3.5 2区 农林科学 Q1 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2026-01-18 DOI: 10.1002/jsfa.70453
Tuba Şanlı, Canan Altınay, İlyas Atalar, Muhammed Fidan, Nurşah Zeynep Öztürk, İbrahim Palabıyık, Nevzat Konar

Background: Plant-derived proteins are rapidly emerging as innovative ingredients in the food sector because of their sustainability and ethical benefits compared with animal-based proteins. Among dairy applications, fermented beverages are the most suitable products for the incorporation of these proteins. This study evaluated how cold plasma (CP) treatment time and concentrations of modified pea protein isolate (PPI) affected the quality and stability of a hybrid dairy beverage.

Results: Higher PPI levels increased titratable acidity, whereas CP-treated PPI resulted in higher pH values reaching 4.36 at 1.8 g 100 mL-1. Both PPI concentration and CP treatment improved the water-holding capacity (WHC), with a maximum WHC of 29.68% achieved at 1.8 g 100 mL-1 PPI and a CP treatment time of 30 s. Longer CP time and higher PPI levels increased a* and b* values significantly (P < 0.05). Viscosity peaked at 214.35 Pa s at 1.8 g 100 mL-1 PPI and a CP treatment time of 60 s but declined at 120 s. Pea protein isolate also promoted Streptococcus and Lactobacillus spp. growth, especially with shorter CP time (P < 0.05).

Conclusion: These findings suggest that brief CP treatment is an effective approach to modifying PPI, improving its suitability for use in the development of functional hybrid fermented dairy beverages. © 2026 Society of Chemical Industry.

背景:与动物性蛋白质相比,植物性蛋白质由于其可持续性和伦理效益,正迅速成为食品领域的创新成分。在乳制品应用中,发酵饮料是最适合加入这些蛋白质的产品。本研究评价了冷等离子体处理时间和改性豌豆分离蛋白浓度对混合乳制品饮料质量和稳定性的影响。结果:较高的PPI水平增加了可滴定酸度,而cp处理的PPI在1.8 g 100 mL-1时pH值更高,达到4.36。PPI浓度和CP处理均能提高植物的持水能力(WHC),当PPI浓度为1.8 g 100 mL-1, CP处理时间为30 s时,植物的持水能力最大可达29.68%。较长的CP时间和较高的PPI水平显著提高了a*和b*值(P -1 PPI和CP处理时间为60 s,但在120 s时有所下降)。结论:短时间CP处理是对PPI进行改性的有效途径,可提高其在功能性混合发酵乳饮料开发中的适用性。©2026化学工业协会。
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引用次数: 0
Metabolic shift and key genes unraveling salt tolerance mechanisms in lilies under alkaline salt stress. 碱盐胁迫下百合花耐盐机制的代谢变化及关键基因揭示。
IF 3.5 2区 农林科学 Q1 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2026-01-17 DOI: 10.1002/jsfa.70438
Zheng Yin, Xiaodan Zhang, Qingchen Liu, Xiaoli Tang, Xuemei Li, Hongxia Zhang, Xiaohua Liu

Background: Alkaline salt stress significantly impairs the growth and development of lilies. Although China has abundant wild lily resources, most species are highly sensitive to saline and alkaline stress, leading to a lack of salt-tolerant varieties. Currently, studies on the mechanisms of salt tolerance and salt-tolerance gene mining in lilies remain limited.

Results: In this study, physiological, biochemical and transcriptomic responses of alkaline salt-tolerant Lilium asiaticum and non-alkaline salt-tolerant Lilium davidii var. willmottiae were compared under Na2CO3 stress with and without exogenous abscisic acid (ABA) pretreatment. It was found that the alkali tolerance of lily seedlings significantly increased with ABA pretreatment compared to those without ABA, suggesting that a small amount of ABA could mitigate the damage caused by alkaline salt stress. Nitro blue tetrazolium chloride staining confirmed that ABA pretreatment alleviated oxidative damage in stressed seedlings. RNA-sequencing identified 2958 differentially expressed genes (DEGs) in L. asiaticum and 25 927 in L. davidii var. willmottiae, with 1338 commonly expressed genes. DEGs were mainly enriched in organic and cellular metabolism processes. Weighted correlation network analysis revealed lily alkaline salt stress responses primarily involve phytohormone signaling, mitogen-activated protein kinase signaling and starch-sucrose metabolism.

Conclusion: These findings provided valuable insights into the salt stress-related genes and metabolic pathways in lilies, aiding in the exploration of salt tolerance mechanisms, screening for salt tolerance genes and breeding of new salt-tolerant lily varieties. © 2026 Society of Chemical Industry.

背景:碱盐胁迫对百合花的生长发育有显著影响。中国野生百合资源丰富,但多数品种对盐碱胁迫高度敏感,缺乏耐盐品种。目前,对百合耐盐机制和耐盐基因挖掘的研究还很有限。结果:本研究比较了耐碱性亚洲百合(Lilium asiatium)和非耐碱性大黄百合(Lilium davidii vari . willmotiae)在Na2CO3胁迫下,在外源脱落酸(ABA)预处理和不预处理条件下的生理生化和转录组反应。结果表明,与未添加ABA的百合幼苗相比,经ABA处理的百合幼苗对碱的耐受性显著提高,说明少量ABA可以减轻碱盐胁迫对百合幼苗的伤害。硝基蓝氯化四氮唑染色证实,ABA预处理可减轻胁迫幼苗的氧化损伤。rna测序结果显示,亚洲乳草差异表达基因(DEGs)为2958个,大叶乳草差异表达基因(DEGs)为25927个,共有表达基因1338个。deg主要富集于有机和细胞代谢过程中。加权相关网络分析表明,百合碱盐胁迫反应主要涉及植物激素信号、丝裂原活化蛋白激酶信号和淀粉-蔗糖代谢。结论:这些发现为百合耐盐机制的探索、耐盐基因的筛选和耐盐新品种的选育提供了有价值的线索。©2026化学工业协会。
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引用次数: 0
Non-destructive intelligent prediction of shelf life and quality of Tegillarca granosa using multilayer perceptron model. 基于多层感知器模型的泥蚶保质期和质量无损智能预测。
IF 3.5 2区 农林科学 Q1 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2026-01-16 DOI: 10.1002/jsfa.70461
Yi Yuan, Jiaxin Qiang, Songyi Lin, Xiuping Dong, Bo Liu, Haiyou Dong, Jiali Zou, Simin Zhang

Background: Tegillarca granosa is prone to spoilage and deterioration during storage due to the action of microorganisms and enzymes. The traditional shelf-life prediction methods have problems such as strong destructiveness, long time consumption, complex operation and strict requirements for personnel. This study model constructed an intelligent prediction model of T. granosa based on a multilayer perceptron (MLP).

Results: Under different storage temperatures (25, 4, -18 °C), the physicochemical indicators total volatile basic nitrogen (TVB-N), thiobarbituric acid reactive substances (TBARS), total viable bacteria count (TVC), and sensory characteristics (color, electronic nose) of T. granosa all showed a deteriorating trend over time. Shelf-life prediction model outputs the shelf life by inputting multidimensional variables such as TVB-N, TBARS, color, electronic nose and TVC. The quality prediction models include three types: predicting the TVB-N values and TBARS values by inputting storage temperature and days; predicting the TVB-N value by inputting the response value of the electronic nose sensor. All the prediction models performed outstandingly, with the coefficient of determination (R2) remaining above 0.98, the mean absolute error controlled within 0.50, and the mean square error within 0.4.

Conclusion: The above results fully verified that the models have good prediction accuracy and stability. By applying machine learning technology, the shelf life and quality dynamic change patterns of aquatic products have been predicted rapidly, accurately, and non-destructively, which has significant practical value for the quality control of aquatic products and the reduction of economic losses. © 2026 Society of Chemical Industry.

背景:泥蚶在贮藏过程中,由于微生物和酶的作用,容易变质变质。传统的保质期预测方法存在破坏性强、耗时长、操作复杂、对人员要求严格等问题。本研究模型构建了一个基于多层感知器(multilayer perceptron, MLP)的野苔智能预测模型。结果:不同贮藏温度(25、4、-18℃)下,黄颡鱼的理化指标总挥发性碱性氮(TVB-N)、硫代巴比托酸活性物质(TBARS)、总活菌数(TVC)和感官特征(颜色、电子鼻)均随时间的推移呈现恶化趋势。保质期预测模型通过输入TVB-N、TBARS、颜色、电子鼻、TVC等多维变量输出保质期。质量预测模型包括三种类型:通过输入储存温度和天数来预测TVB-N值和TBARS值;通过输入电子鼻传感器的响应值来预测TVB-N值。所有预测模型均表现优异,决定系数(R2)均保持在0.98以上,平均绝对误差控制在0.50以内,均方误差控制在0.4以内。结论:以上结果充分验证了模型具有良好的预测精度和稳定性。应用机器学习技术快速、准确、无损地预测了水产品的保质期和质量动态变化规律,对水产品的质量控制和减少经济损失具有重要的实用价值。©2026化学工业协会。
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Journal of the Science of Food and Agriculture
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